warning: commands will be executed using /bin/sh
job 3235 at Wed Jun 11 15:27:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse21-140610/YutaMouse21-140610/YutaMouse21-140610
ElecNo	1
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111111111111111111111111111100000
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 4122835 data points of dimension 48.
meanDims = 48
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 1374278 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72518 members 
Mstep: Class 2 contains 72004 members 
Mstep: Class 3 contains 72418 members 
Mstep: Class 4 contains 72131 members 
Mstep: Class 5 contains 72658 members 
Mstep: Class 6 contains 72183 members 
Mstep: Class 7 contains 72718 members 
Mstep: Class 8 contains 72101 members 
Mstep: Class 9 contains 72330 members 
Mstep: Class 10 contains 72197 members 
Mstep: Class 11 contains 72151 members 
Mstep: Class 12 contains 72173 members 
Mstep: Class 13 contains 72775 members 
Mstep: Class 14 contains 72237 members 
Mstep: Class 15 contains 72123 members 
Mstep: Class 16 contains 72902 members 
Mstep: Class 17 contains 72091 members 
Mstep: Class 18 contains 72405 members 
Mstep: Class 19 contains 72163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 758.758728 but Gain 8656.718750
Score: -223661616.000000 Penalty: 155821.171875
Iteration 0F: 19 clusters Score -2.236616e+08 nChanged 1289746
Entering Unmasked Mstep 
Mstep: Class 0 contains 3832 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 28256 members 
Mstep: Class 3 contains 223527 members 
Mstep: Class 4 contains 88348 members 
Mstep: Class 5 contains 102254 members 
Mstep: Class 6 contains 60646 members 
Mstep: Class 7 contains 60386 members 
Mstep: Class 8 contains 86818 members 
Mstep: Class 9 contains 34615 members 
Mstep: Class 10 contains 12648 members 
Mstep: Class 11 contains 58425 members 
Mstep: Class 12 contains 7311 members 
Mstep: Class 14 contains 139262 members 
Mstep: Class 15 contains 59089 members 
Mstep: Class 16 contains 215225 members 
Mstep: Class 17 contains 40519 members 
Mstep: Class 18 contains 90524 members 
Mstep: Class 19 contains 41778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -230594368.000000 Penalty: 155821.171875
Iteration 1F: 19 clusters Score -2.305944e+08 nChanged 459541
Entering Unmasked Mstep 
Mstep: Class 0 contains 1796 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 18943 members 
Mstep: Class 3 contains 307008 members 
Mstep: Class 4 contains 91767 members 
Mstep: Class 5 contains 115551 members 
Mstep: Class 6 contains 45554 members 
Mstep: Class 7 contains 86036 members 
Mstep: Class 8 contains 79138 members 
Mstep: Class 9 contains 27743 members 
Mstep: Class 10 contains 6458 members 
Mstep: Class 11 contains 56423 members 
Mstep: Class 12 contains 3406 members 
Mstep: Class 14 contains 56295 members 
Mstep: Class 15 contains 59051 members 
Mstep: Class 16 contains 206330 members 
Mstep: Class 17 contains 33442 members 
Mstep: Class 18 contains 127159 members 
Mstep: Class 19 contains 36340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 7642.300781 but Gain 8656.734375
Score: -231662144.000000 Penalty: 147164.437500
Iteration 2F: 18 clusters Score -2.316621e+08 nChanged 338401
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 14934 members 
Mstep: Class 3 contains 396241 members 
Mstep: Class 4 contains 82674 members 
Mstep: Class 5 contains 116636 members 
Mstep: Class 6 contains 33319 members 
Mstep: Class 7 contains 103907 members 
Mstep: Class 8 contains 72941 members 
Mstep: Class 9 contains 20081 members 
Mstep: Class 11 contains 48673 members 
Mstep: Class 12 contains 4556 members 
Mstep: Class 14 contains 15876 members 
Mstep: Class 15 contains 49098 members 
Mstep: Class 16 contains 171874 members 
Mstep: Class 17 contains 33051 members 
Mstep: Class 18 contains 149577 members 
Mstep: Class 19 contains 46919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -232147936.000000 Penalty: 147164.437500
Iteration 3F: 18 clusters Score -2.321479e+08 nChanged 267714
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 15373 members 
Mstep: Class 3 contains 496017 members 
Mstep: Class 4 contains 65632 members 
Mstep: Class 5 contains 103397 members 
Mstep: Class 6 contains 24384 members 
Mstep: Class 7 contains 113244 members 
Mstep: Class 8 contains 58596 members 
Mstep: Class 9 contains 12947 members 
Mstep: Class 11 contains 40757 members 
Mstep: Class 12 contains 4698 members 
Mstep: Class 14 contains 9711 members 
Mstep: Class 15 contains 36104 members 
Mstep: Class 16 contains 136037 members 
Mstep: Class 17 contains 29177 members 
Mstep: Class 18 contains 166401 members 
Mstep: Class 19 contains 48626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 7895.248535 but Gain 8656.734375
Score: -232451488.000000 Penalty: 138507.703125
Iteration 4F: 17 clusters Score -2.324515e+08 nChanged 235025
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 18984 members 
Mstep: Class 3 contains 593736 members 
Mstep: Class 4 contains 48173 members 
Mstep: Class 5 contains 83297 members 
Mstep: Class 6 contains 18893 members 
Mstep: Class 7 contains 117530 members 
Mstep: Class 8 contains 41786 members 
Mstep: Class 11 contains 35221 members 
Mstep: Class 12 contains 5344 members 
Mstep: Class 14 contains 9137 members 
Mstep: Class 15 contains 24676 members 
Mstep: Class 16 contains 108261 members 
Mstep: Class 17 contains 25027 members 
Mstep: Class 18 contains 182631 members 
Mstep: Class 19 contains 46949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -232693264.000000 Penalty: 138507.703125
Iteration 5F: 17 clusters Score -2.326933e+08 nChanged 178101
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 23172 members 
Mstep: Class 3 contains 658279 members 
Mstep: Class 4 contains 33085 members 
Mstep: Class 5 contains 62216 members 
Mstep: Class 6 contains 15183 members 
Mstep: Class 7 contains 119790 members 
Mstep: Class 8 contains 27489 members 
Mstep: Class 11 contains 31112 members 
Mstep: Class 12 contains 5690 members 
Mstep: Class 14 contains 9020 members 
Mstep: Class 15 contains 16393 members 
Mstep: Class 16 contains 87517 members 
Mstep: Class 17 contains 21222 members 
Mstep: Class 18 contains 198898 members 
Mstep: Class 19 contains 49127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -232872880.000000 Penalty: 138507.703125
Iteration 6F: 17 clusters Score -2.328729e+08 nChanged 136947
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 26437 members 
Mstep: Class 3 contains 691424 members 
Mstep: Class 4 contains 22539 members 
Mstep: Class 5 contains 45239 members 
Mstep: Class 6 contains 11452 members 
Mstep: Class 7 contains 124541 members 
Mstep: Class 8 contains 18342 members 
Mstep: Class 11 contains 29099 members 
Mstep: Class 12 contains 5882 members 
Mstep: Class 14 contains 9107 members 
Mstep: Class 15 contains 11529 members 
Mstep: Class 16 contains 68305 members 
Mstep: Class 17 contains 18537 members 
Mstep: Class 18 contains 214649 members 
Mstep: Class 19 contains 60194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -232972752.000000 Penalty: 138507.703125
Iteration 7F: 17 clusters Score -2.329728e+08 nChanged 101014
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 28635 members 
Mstep: Class 3 contains 706921 members 
Mstep: Class 4 contains 15514 members 
Mstep: Class 5 contains 32942 members 
Mstep: Class 6 contains 8750 members 
Mstep: Class 7 contains 130666 members 
Mstep: Class 8 contains 12893 members 
Mstep: Class 11 contains 28060 members 
Mstep: Class 12 contains 5897 members 
Mstep: Class 14 contains 9362 members 
Mstep: Class 15 contains 9014 members 
Mstep: Class 16 contains 52606 members 
Mstep: Class 17 contains 16738 members 
Mstep: Class 18 contains 226953 members 
Mstep: Class 19 contains 71644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233034176.000000 Penalty: 138507.703125
Iteration 8F: 17 clusters Score -2.330342e+08 nChanged 74057
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 30200 members 
Mstep: Class 3 contains 711427 members 
Mstep: Class 4 contains 11246 members 
Mstep: Class 5 contains 25095 members 
Mstep: Class 6 contains 6988 members 
Mstep: Class 7 contains 136596 members 
Mstep: Class 8 contains 10001 members 
Mstep: Class 11 contains 27477 members 
Mstep: Class 12 contains 5860 members 
Mstep: Class 14 contains 9976 members 
Mstep: Class 15 contains 7760 members 
Mstep: Class 16 contains 40482 members 
Mstep: Class 17 contains 15395 members 
Mstep: Class 18 contains 235750 members 
Mstep: Class 19 contains 81633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233078944.000000 Penalty: 138507.703125
Iteration 9F: 17 clusters Score -2.330789e+08 nChanged 54240
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 31430 members 
Mstep: Class 3 contains 709937 members 
Mstep: Class 4 contains 8816 members 
Mstep: Class 5 contains 20469 members 
Mstep: Class 6 contains 5734 members 
Mstep: Class 7 contains 141860 members 
Mstep: Class 8 contains 8556 members 
Mstep: Class 11 contains 27240 members 
Mstep: Class 12 contains 5781 members 
Mstep: Class 14 contains 10814 members 
Mstep: Class 15 contains 7232 members 
Mstep: Class 16 contains 32187 members 
Mstep: Class 17 contains 14344 members 
Mstep: Class 18 contains 241737 members 
Mstep: Class 19 contains 89017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233110752.000000 Penalty: 138507.703125
Iteration 10Q: 17 clusters Score -2.331108e+08 nChanged 40361
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 32466 members 
Mstep: Class 3 contains 705781 members 
Mstep: Class 4 contains 7381 members 
Mstep: Class 5 contains 18090 members 
Mstep: Class 6 contains 4819 members 
Mstep: Class 7 contains 146512 members 
Mstep: Class 8 contains 7888 members 
Mstep: Class 11 contains 27190 members 
Mstep: Class 12 contains 5704 members 
Mstep: Class 14 contains 11737 members 
Mstep: Class 15 contains 6970 members 
Mstep: Class 16 contains 26903 members 
Mstep: Class 17 contains 13441 members 
Mstep: Class 18 contains 245708 members 
Mstep: Class 19 contains 93876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 8565.233398 but Gain 8656.734375
Score: -233133792.000000 Penalty: 129850.968750
Iteration 11Q: 16 clusters Score -2.331338e+08 nChanged 37106
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 33453 members 
Mstep: Class 3 contains 703191 members 
Mstep: Class 5 contains 17511 members 
Mstep: Class 6 contains 4164 members 
Mstep: Class 7 contains 152029 members 
Mstep: Class 8 contains 7691 members 
Mstep: Class 11 contains 28609 members 
Mstep: Class 12 contains 5630 members 
Mstep: Class 14 contains 12811 members 
Mstep: Class 15 contains 6855 members 
Mstep: Class 16 contains 23721 members 
Mstep: Class 17 contains 12566 members 
Mstep: Class 18 contains 249039 members 
Mstep: Class 19 contains 96551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233160512.000000 Penalty: 129850.968750
Iteration 12Q: 16 clusters Score -2.331605e+08 nChanged 24915
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 34484 members 
Mstep: Class 3 contains 696483 members 
Mstep: Class 5 contains 17286 members 
Mstep: Class 6 contains 3719 members 
Mstep: Class 7 contains 156147 members 
Mstep: Class 8 contains 7683 members 
Mstep: Class 11 contains 29096 members 
Mstep: Class 12 contains 5554 members 
Mstep: Class 14 contains 14010 members 
Mstep: Class 15 contains 6813 members 
Mstep: Class 16 contains 22115 members 
Mstep: Class 17 contains 11651 members 
Mstep: Class 18 contains 250318 members 
Mstep: Class 19 contains 97861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233177648.000000 Penalty: 129850.968750
Iteration 13Q: 16 clusters Score -2.331776e+08 nChanged 20858
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 35602 members 
Mstep: Class 3 contains 689729 members 
Mstep: Class 5 contains 17478 members 
Mstep: Class 6 contains 3395 members 
Mstep: Class 7 contains 160091 members 
Mstep: Class 8 contains 7751 members 
Mstep: Class 11 contains 29619 members 
Mstep: Class 12 contains 5502 members 
Mstep: Class 14 contains 15299 members 
Mstep: Class 15 contains 6788 members 
Mstep: Class 16 contains 21406 members 
Mstep: Class 17 contains 10637 members 
Mstep: Class 18 contains 251012 members 
Mstep: Class 19 contains 98363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233193472.000000 Penalty: 129850.968750
Iteration 14Q: 16 clusters Score -2.331935e+08 nChanged 18215
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 36785 members 
Mstep: Class 3 contains 683002 members 
Mstep: Class 5 contains 17837 members 
Mstep: Class 6 contains 3147 members 
Mstep: Class 7 contains 163829 members 
Mstep: Class 8 contains 7878 members 
Mstep: Class 11 contains 30149 members 
Mstep: Class 12 contains 5476 members 
Mstep: Class 14 contains 16673 members 
Mstep: Class 15 contains 6768 members 
Mstep: Class 16 contains 21156 members 
Mstep: Class 17 contains 9586 members 
Mstep: Class 18 contains 251313 members 
Mstep: Class 19 contains 98562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233202224.000000 Penalty: 129850.968750
Iteration 15Q: 16 clusters Score -2.332022e+08 nChanged 16291
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 38041 members 
Mstep: Class 3 contains 676596 members 
Mstep: Class 5 contains 18276 members 
Mstep: Class 6 contains 2965 members 
Mstep: Class 7 contains 167366 members 
Mstep: Class 8 contains 8015 members 
Mstep: Class 11 contains 30580 members 
Mstep: Class 12 contains 5465 members 
Mstep: Class 14 contains 18204 members 
Mstep: Class 15 contains 6779 members 
Mstep: Class 16 contains 21089 members 
Mstep: Class 17 contains 8532 members 
Mstep: Class 18 contains 251230 members 
Mstep: Class 19 contains 98586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233207440.000000 Penalty: 129850.968750
Iteration 16Q: 16 clusters Score -2.332074e+08 nChanged 14851
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 39078 members 
Mstep: Class 3 contains 670364 members 
Mstep: Class 5 contains 18640 members 
Mstep: Class 6 contains 2830 members 
Mstep: Class 7 contains 171053 members 
Mstep: Class 8 contains 8176 members 
Mstep: Class 11 contains 30942 members 
Mstep: Class 12 contains 5465 members 
Mstep: Class 14 contains 19861 members 
Mstep: Class 15 contains 6785 members 
Mstep: Class 16 contains 21095 members 
Mstep: Class 17 contains 7746 members 
Mstep: Class 18 contains 250876 members 
Mstep: Class 19 contains 98488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233211728.000000 Penalty: 129850.968750
Iteration 17Q: 16 clusters Score -2.332117e+08 nChanged 13618
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 39721 members 
Mstep: Class 3 contains 664504 members 
Mstep: Class 5 contains 18911 members 
Mstep: Class 6 contains 2737 members 
Mstep: Class 7 contains 174757 members 
Mstep: Class 8 contains 8375 members 
Mstep: Class 11 contains 31251 members 
Mstep: Class 12 contains 5465 members 
Mstep: Class 14 contains 21646 members 
Mstep: Class 15 contains 6797 members 
Mstep: Class 16 contains 21123 members 
Mstep: Class 17 contains 7292 members 
Mstep: Class 18 contains 250216 members 
Mstep: Class 19 contains 98306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233214784.000000 Penalty: 129850.968750
Iteration 18Q: 16 clusters Score -2.332148e+08 nChanged 12689
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 40078 members 
Mstep: Class 3 contains 658960 members 
Mstep: Class 5 contains 19077 members 
Mstep: Class 6 contains 2666 members 
Mstep: Class 7 contains 178451 members 
Mstep: Class 8 contains 8569 members 
Mstep: Class 11 contains 31571 members 
Mstep: Class 12 contains 5465 members 
Mstep: Class 14 contains 23524 members 
Mstep: Class 15 contains 6817 members 
Mstep: Class 16 contains 21152 members 
Mstep: Class 17 contains 7067 members 
Mstep: Class 18 contains 249411 members 
Mstep: Class 19 contains 98051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233217808.000000 Penalty: 129850.968750
Iteration 19Q: 16 clusters Score -2.332178e+08 nChanged 12325
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 23597 members 
Mstep: Class 2 contains 40316 members 
Mstep: Class 3 contains 653764 members 
Mstep: Class 5 contains 19172 members 
Mstep: Class 6 contains 2610 members 
Mstep: Class 7 contains 182196 members 
Mstep: Class 8 contains 8763 members 
Mstep: Class 11 contains 31896 members 
Mstep: Class 12 contains 5465 members 
Mstep: Class 14 contains 25471 members 
Mstep: Class 15 contains 6837 members 
Mstep: Class 16 contains 21167 members 
Mstep: Class 17 contains 6947 members 
Mstep: Class 18 contains 248319 members 
Mstep: Class 19 contains 97710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233222448.000000 Penalty: 129850.968750
Iteration 20F: 16 clusters Score -2.332224e+08 nChanged 12679
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 40989 members 
Mstep: Class 3 contains 648663 members 
Mstep: Class 5 contains 19235 members 
Mstep: Class 6 contains 2599 members 
Mstep: Class 7 contains 186148 members 
Mstep: Class 8 contains 8998 members 
Mstep: Class 11 contains 32183 members 
Mstep: Class 12 contains 5465 members 
Mstep: Class 14 contains 27409 members 
Mstep: Class 15 contains 6875 members 
Mstep: Class 16 contains 21163 members 
Mstep: Class 17 contains 6377 members 
Mstep: Class 18 contains 247005 members 
Mstep: Class 19 contains 97367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233226672.000000 Penalty: 129850.968750
Iteration 21Q: 16 clusters Score -2.332267e+08 nChanged 12762
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 41577 members 
Mstep: Class 3 contains 643619 members 
Mstep: Class 5 contains 19276 members 
Mstep: Class 6 contains 2545 members 
Mstep: Class 7 contains 190265 members 
Mstep: Class 8 contains 9257 members 
Mstep: Class 11 contains 32472 members 
Mstep: Class 12 contains 5465 members 
Mstep: Class 14 contains 29372 members 
Mstep: Class 15 contains 6911 members 
Mstep: Class 16 contains 21162 members 
Mstep: Class 17 contains 5850 members 
Mstep: Class 18 contains 245564 members 
Mstep: Class 19 contains 96997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233230752.000000 Penalty: 129850.968750
Iteration 22Q: 16 clusters Score -2.332308e+08 nChanged 12754
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 41907 members 
Mstep: Class 3 contains 638660 members 
Mstep: Class 5 contains 19198 members 
Mstep: Class 6 contains 2501 members 
Mstep: Class 7 contains 194581 members 
Mstep: Class 8 contains 9478 members 
Mstep: Class 11 contains 32760 members 
Mstep: Class 12 contains 5466 members 
Mstep: Class 14 contains 31403 members 
Mstep: Class 15 contains 6975 members 
Mstep: Class 16 contains 21163 members 
Mstep: Class 17 contains 5487 members 
Mstep: Class 18 contains 243993 members 
Mstep: Class 19 contains 96614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233232688.000000 Penalty: 129850.968750
Iteration 23Q: 16 clusters Score -2.332327e+08 nChanged 12690
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 42054 members 
Mstep: Class 3 contains 633672 members 
Mstep: Class 5 contains 19100 members 
Mstep: Class 6 contains 2469 members 
Mstep: Class 7 contains 199134 members 
Mstep: Class 8 contains 9732 members 
Mstep: Class 11 contains 33055 members 
Mstep: Class 12 contains 5466 members 
Mstep: Class 14 contains 33400 members 
Mstep: Class 15 contains 7041 members 
Mstep: Class 16 contains 21169 members 
Mstep: Class 17 contains 5237 members 
Mstep: Class 18 contains 242318 members 
Mstep: Class 19 contains 96191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233235792.000000 Penalty: 129850.968750
Iteration 24Q: 16 clusters Score -2.332358e+08 nChanged 12682
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 42143 members 
Mstep: Class 3 contains 628852 members 
Mstep: Class 5 contains 19043 members 
Mstep: Class 6 contains 2439 members 
Mstep: Class 7 contains 203807 members 
Mstep: Class 8 contains 9979 members 
Mstep: Class 11 contains 33371 members 
Mstep: Class 12 contains 5466 members 
Mstep: Class 14 contains 35324 members 
Mstep: Class 15 contains 7108 members 
Mstep: Class 16 contains 21173 members 
Mstep: Class 17 contains 5071 members 
Mstep: Class 18 contains 240395 members 
Mstep: Class 19 contains 95735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233238624.000000 Penalty: 129850.968750
Iteration 25Q: 16 clusters Score -2.332386e+08 nChanged 12799
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 42205 members 
Mstep: Class 3 contains 624007 members 
Mstep: Class 5 contains 19157 members 
Mstep: Class 6 contains 2418 members 
Mstep: Class 7 contains 208600 members 
Mstep: Class 8 contains 10273 members 
Mstep: Class 11 contains 33642 members 
Mstep: Class 12 contains 5466 members 
Mstep: Class 14 contains 37140 members 
Mstep: Class 15 contains 7145 members 
Mstep: Class 16 contains 21178 members 
Mstep: Class 17 contains 4959 members 
Mstep: Class 18 contains 238364 members 
Mstep: Class 19 contains 95263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233241632.000000 Penalty: 129850.968750
Iteration 26Q: 16 clusters Score -2.332416e+08 nChanged 12748
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 42239 members 
Mstep: Class 3 contains 619126 members 
Mstep: Class 5 contains 19474 members 
Mstep: Class 6 contains 2401 members 
Mstep: Class 7 contains 213408 members 
Mstep: Class 8 contains 10532 members 
Mstep: Class 11 contains 33873 members 
Mstep: Class 12 contains 5466 members 
Mstep: Class 14 contains 38799 members 
Mstep: Class 15 contains 7195 members 
Mstep: Class 16 contains 21183 members 
Mstep: Class 17 contains 4899 members 
Mstep: Class 18 contains 236350 members 
Mstep: Class 19 contains 94803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233243760.000000 Penalty: 129850.968750
Iteration 27Q: 16 clusters Score -2.332438e+08 nChanged 12616
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 42294 members 
Mstep: Class 3 contains 614119 members 
Mstep: Class 5 contains 19965 members 
Mstep: Class 6 contains 2383 members 
Mstep: Class 7 contains 218349 members 
Mstep: Class 8 contains 10789 members 
Mstep: Class 11 contains 34065 members 
Mstep: Class 12 contains 5466 members 
Mstep: Class 14 contains 40193 members 
Mstep: Class 15 contains 7241 members 
Mstep: Class 16 contains 21195 members 
Mstep: Class 17 contains 4855 members 
Mstep: Class 18 contains 234386 members 
Mstep: Class 19 contains 94373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233245008.000000 Penalty: 129850.968750
Iteration 28Q: 16 clusters Score -2.33245e+08 nChanged 12402
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 42311 members 
Mstep: Class 3 contains 609398 members 
Mstep: Class 5 contains 20549 members 
Mstep: Class 6 contains 2373 members 
Mstep: Class 7 contains 223250 members 
Mstep: Class 8 contains 10973 members 
Mstep: Class 11 contains 34302 members 
Mstep: Class 12 contains 5466 members 
Mstep: Class 14 contains 41402 members 
Mstep: Class 15 contains 7302 members 
Mstep: Class 16 contains 21203 members 
Mstep: Class 17 contains 4814 members 
Mstep: Class 18 contains 232346 members 
Mstep: Class 19 contains 93922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233246720.000000 Penalty: 129850.968750
Iteration 29Q: 16 clusters Score -2.332467e+08 nChanged 12152
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 42329 members 
Mstep: Class 3 contains 604991 members 
Mstep: Class 5 contains 21198 members 
Mstep: Class 6 contains 2361 members 
Mstep: Class 7 contains 228131 members 
Mstep: Class 8 contains 11086 members 
Mstep: Class 11 contains 34536 members 
Mstep: Class 12 contains 5466 members 
Mstep: Class 14 contains 42376 members 
Mstep: Class 15 contains 7345 members 
Mstep: Class 16 contains 21217 members 
Mstep: Class 17 contains 4792 members 
Mstep: Class 18 contains 230295 members 
Mstep: Class 19 contains 93437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233248448.000000 Penalty: 129850.968750
Iteration 30Q: 16 clusters Score -2.332484e+08 nChanged 11591
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24733 members 
Mstep: Class 2 contains 42325 members 
Mstep: Class 3 contains 600869 members 
Mstep: Class 5 contains 21864 members 
Mstep: Class 6 contains 2351 members 
Mstep: Class 7 contains 232862 members 
Mstep: Class 8 contains 11207 members 
Mstep: Class 11 contains 34734 members 
Mstep: Class 12 contains 5465 members 
Mstep: Class 14 contains 43181 members 
Mstep: Class 15 contains 7379 members 
Mstep: Class 16 contains 21224 members 
Mstep: Class 17 contains 4772 members 
Mstep: Class 18 contains 228293 members 
Mstep: Class 19 contains 92991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233250704.000000 Penalty: 129850.968750
Iteration 31Q: 16 clusters Score -2.332507e+08 nChanged 11006
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24778 members 
Mstep: Class 2 contains 42296 members 
Mstep: Class 3 contains 596927 members 
Mstep: Class 5 contains 22473 members 
Mstep: Class 6 contains 2345 members 
Mstep: Class 7 contains 237455 members 
Mstep: Class 8 contains 11335 members 
Mstep: Class 11 contains 34929 members 
Mstep: Class 12 contains 5465 members 
Mstep: Class 14 contains 43845 members 
Mstep: Class 15 contains 7427 members 
Mstep: Class 16 contains 21229 members 
Mstep: Class 17 contains 4759 members 
Mstep: Class 18 contains 226389 members 
Mstep: Class 19 contains 92598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233252304.000000 Penalty: 129850.968750
Iteration 32Q: 16 clusters Score -2.332523e+08 nChanged 10268
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24799 members 
Mstep: Class 2 contains 42264 members 
Mstep: Class 3 contains 593269 members 
Mstep: Class 5 contains 22998 members 
Mstep: Class 6 contains 2339 members 
Mstep: Class 7 contains 241841 members 
Mstep: Class 8 contains 11457 members 
Mstep: Class 11 contains 35114 members 
Mstep: Class 12 contains 5465 members 
Mstep: Class 14 contains 44383 members 
Mstep: Class 15 contains 7473 members 
Mstep: Class 16 contains 21238 members 
Mstep: Class 17 contains 4750 members 
Mstep: Class 18 contains 224601 members 
Mstep: Class 19 contains 92259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233253856.000000 Penalty: 129850.968750
Iteration 33Q: 16 clusters Score -2.332539e+08 nChanged 9580
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 42220 members 
Mstep: Class 3 contains 590046 members 
Mstep: Class 5 contains 23450 members 
Mstep: Class 6 contains 2338 members 
Mstep: Class 7 contains 246012 members 
Mstep: Class 8 contains 11531 members 
Mstep: Class 11 contains 35273 members 
Mstep: Class 12 contains 5465 members 
Mstep: Class 14 contains 44798 members 
Mstep: Class 15 contains 7516 members 
Mstep: Class 16 contains 21248 members 
Mstep: Class 17 contains 4739 members 
Mstep: Class 18 contains 222863 members 
Mstep: Class 19 contains 91932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233253952.000000 Penalty: 129850.968750
Iteration 34Q: 16 clusters Score -2.33254e+08 nChanged 8966
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 42127 members 
Mstep: Class 3 contains 586973 members 
Mstep: Class 5 contains 23851 members 
Mstep: Class 6 contains 2333 members 
Mstep: Class 7 contains 250124 members 
Mstep: Class 8 contains 11576 members 
Mstep: Class 11 contains 35409 members 
Mstep: Class 12 contains 5465 members 
Mstep: Class 14 contains 45133 members 
Mstep: Class 15 contains 7555 members 
Mstep: Class 16 contains 21249 members 
Mstep: Class 17 contains 4730 members 
Mstep: Class 18 contains 221258 members 
Mstep: Class 19 contains 91642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233254960.000000 Penalty: 129850.968750
Iteration 35Q: 16 clusters Score -2.33255e+08 nChanged 8669
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24795 members 
Mstep: Class 2 contains 42030 members 
Mstep: Class 3 contains 584084 members 
Mstep: Class 5 contains 24155 members 
Mstep: Class 6 contains 2325 members 
Mstep: Class 7 contains 254020 members 
Mstep: Class 8 contains 11649 members 
Mstep: Class 11 contains 35562 members 
Mstep: Class 12 contains 5465 members 
Mstep: Class 14 contains 45417 members 
Mstep: Class 15 contains 7614 members 
Mstep: Class 16 contains 21245 members 
Mstep: Class 17 contains 4717 members 
Mstep: Class 18 contains 219790 members 
Mstep: Class 19 contains 91382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233256192.000000 Penalty: 129850.968750
Iteration 36Q: 16 clusters Score -2.332562e+08 nChanged 8324
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24795 members 
Mstep: Class 2 contains 41913 members 
Mstep: Class 3 contains 581359 members 
Mstep: Class 5 contains 24398 members 
Mstep: Class 6 contains 2322 members 
Mstep: Class 7 contains 257850 members 
Mstep: Class 8 contains 11674 members 
Mstep: Class 11 contains 35680 members 
Mstep: Class 12 contains 5465 members 
Mstep: Class 14 contains 45637 members 
Mstep: Class 15 contains 7648 members 
Mstep: Class 16 contains 21243 members 
Mstep: Class 17 contains 4703 members 
Mstep: Class 18 contains 218434 members 
Mstep: Class 19 contains 91129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233258016.000000 Penalty: 129850.968750
Iteration 37Q: 16 clusters Score -2.33258e+08 nChanged 7965
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24776 members 
Mstep: Class 2 contains 41791 members 
Mstep: Class 3 contains 578723 members 
Mstep: Class 5 contains 24593 members 
Mstep: Class 6 contains 2317 members 
Mstep: Class 7 contains 261548 members 
Mstep: Class 8 contains 11687 members 
Mstep: Class 11 contains 35800 members 
Mstep: Class 12 contains 5466 members 
Mstep: Class 14 contains 45823 members 
Mstep: Class 15 contains 7666 members 
Mstep: Class 16 contains 21231 members 
Mstep: Class 17 contains 4695 members 
Mstep: Class 18 contains 217261 members 
Mstep: Class 19 contains 90873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233258480.000000 Penalty: 129850.968750
Iteration 38Q: 16 clusters Score -2.332585e+08 nChanged 7611
Entering ConstructFrom: 
Score: -233258480.000000 Penalty: 129850.968750
Entering ConstructFrom: 
Trying to split cluster 1 (24761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Entering Unmasked Estep 
Score: -4318088.500000 Penalty: 6196.678223
	Iteration 0F: 2 clusters Score -4318088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -4298502.500000 Penalty: 12393.356445
	Iteration 0F: 3 clusters Score -4298502 nChanged 10239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -4303937.500000 Penalty: 12393.356445
	Iteration 1F: 3 clusters Score -4303938 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -4304657.000000 Penalty: 12393.356445
	Iteration 2F: 3 clusters Score -4304657 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -4305134.500000 Penalty: 12393.356445
	Iteration 3Q: 3 clusters Score -4305134 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -4305451.500000 Penalty: 12393.356445
	Iteration 4Q: 3 clusters Score -4305452 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -4305706.500000 Penalty: 12393.356445
	Iteration 5Q: 3 clusters Score -4305706 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -4305908.500000 Penalty: 12393.356445
	Iteration 6Q: 3 clusters Score -4305908 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -4306052.500000 Penalty: 12393.356445
	Iteration 7Q: 3 clusters Score -4306052 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -4306163.000000 Penalty: 12393.356445
	Iteration 8Q: 3 clusters Score -4306163 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -4306275.500000 Penalty: 12393.356445
	Iteration 9Q: 3 clusters Score -4306276 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -4306407.500000 Penalty: 12393.356445
	Iteration 10Q: 3 clusters Score -4306408 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -4306539.500000 Penalty: 12393.356445
	Iteration 11Q: 3 clusters Score -4306540 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -4306675.000000 Penalty: 12393.356445
	Iteration 12Q: 3 clusters Score -4306675 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -4306796.000000 Penalty: 12393.356445
	Iteration 13Q: 3 clusters Score -4306796 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -4306917.000000 Penalty: 12393.356445
	Iteration 14Q: 3 clusters Score -4306917 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -4307058.500000 Penalty: 12393.356445
	Iteration 15Q: 3 clusters Score -4307058 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -4307201.500000 Penalty: 12393.356445
	Iteration 16Q: 3 clusters Score -4307202 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -4307368.000000 Penalty: 12393.356445
	Iteration 17Q: 3 clusters Score -4307368 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -4307563.500000 Penalty: 12393.356445
	Iteration 18Q: 3 clusters Score -4307564 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -4307847.000000 Penalty: 12393.356445
	Iteration 19Q: 3 clusters Score -4307847 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -4308167.000000 Penalty: 12393.356445
	Iteration 20F: 3 clusters Score -4308167 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -4308558.500000 Penalty: 12393.356445
	Iteration 21Q: 3 clusters Score -4308558 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -4308977.000000 Penalty: 12393.356445
	Iteration 22Q: 3 clusters Score -4308977 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -4309381.000000 Penalty: 12393.356445
	Iteration 23Q: 3 clusters Score -4309381 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -4309824.000000 Penalty: 12393.356445
	Iteration 24Q: 3 clusters Score -4309824 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -4310218.000000 Penalty: 12393.356445
	Iteration 25Q: 3 clusters Score -4310218 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -4310575.000000 Penalty: 12393.356445
	Iteration 26Q: 3 clusters Score -4310575 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -4310940.000000 Penalty: 12393.356445
	Iteration 27Q: 3 clusters Score -4310940 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -4311203.000000 Penalty: 12393.356445
	Iteration 28Q: 3 clusters Score -4311203 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -4311460.500000 Penalty: 12393.356445
	Iteration 29Q: 3 clusters Score -4311460 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -4311650.500000 Penalty: 12393.356445
	Iteration 30Q: 3 clusters Score -4311650 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -4311816.000000 Penalty: 12393.356445
	Iteration 31Q: 3 clusters Score -4311816 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -4311958.500000 Penalty: 12393.356445
	Iteration 32Q: 3 clusters Score -4311958 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -4312081.000000 Penalty: 12393.356445
	Iteration 33Q: 3 clusters Score -4312081 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -4312168.000000 Penalty: 12393.356445
	Iteration 34Q: 3 clusters Score -4312168 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -4312266.000000 Penalty: 12393.356445
	Iteration 35Q: 3 clusters Score -4312266 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -4312318.500000 Penalty: 12393.356445
	Iteration 36Q: 3 clusters Score -4312318 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -4312357.500000 Penalty: 12393.356445
	Iteration 37Q: 3 clusters Score -4312358 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
Score: -4312383.500000 Penalty: 12393.356445
	Iteration 38Q: 3 clusters Score -4312384 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -4312431.500000 Penalty: 12393.356445
	Iteration 39Q: 3 clusters Score -4312432 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -4312450.000000 Penalty: 12393.356445
	Iteration 40F: 3 clusters Score -4312450 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -4312474.000000 Penalty: 12393.356445
	Iteration 41Q: 3 clusters Score -4312474 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -4312498.000000 Penalty: 12393.356445
	Iteration 42Q: 3 clusters Score -4312498 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -4312524.500000 Penalty: 12393.356445
	Iteration 43Q: 3 clusters Score -4312524 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -4312540.000000 Penalty: 12393.356445
	Iteration 44Q: 3 clusters Score -4312540 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -4312557.500000 Penalty: 12393.356445
	Iteration 45Q: 3 clusters Score -4312558 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -4312584.500000 Penalty: 12393.356445
	Iteration 46Q: 3 clusters Score -4312584 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -4312602.000000 Penalty: 12393.356445
	Iteration 47Q: 3 clusters Score -4312602 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -4312604.500000 Penalty: 12393.356445
	Iteration 48Q: 3 clusters Score -4312604 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -4312620.500000 Penalty: 12393.356445
	Iteration 49Q: 3 clusters Score -4312620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -4312624.500000 Penalty: 12393.356445
	Iteration 50Q: 3 clusters Score -4312624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -4312625.500000 Penalty: 12393.356445
	Iteration 51Q: 3 clusters Score -4312626 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -4312631.000000 Penalty: 12393.356445
	Iteration 52Q: 3 clusters Score -4312631 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -4312642.000000 Penalty: 12393.356445
	Iteration 53Q: 3 clusters Score -4312642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -4312653.000000 Penalty: 12393.356445
	Iteration 54Q: 3 clusters Score -4312653 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -4312663.000000 Penalty: 12393.356445
	Iteration 55Q: 3 clusters Score -4312663 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -4312668.000000 Penalty: 12393.356445
	Iteration 56Q: 3 clusters Score -4312668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -4312673.500000 Penalty: 12393.356445
	Iteration 57Q: 3 clusters Score -4312674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -4312672.500000 Penalty: 12393.356445
	Iteration 58Q: 3 clusters Score -4312672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -4312679.000000 Penalty: 12393.356445
	Iteration 59Q: 3 clusters Score -4312679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -4312685.500000 Penalty: 12393.356445
	Iteration 60F: 3 clusters Score -4312686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -4312679.000000 Penalty: 12393.356445
	Iteration 61Q: 3 clusters Score -4312679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -4312691.500000 Penalty: 12393.356445
	Iteration 62Q: 3 clusters Score -4312692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -4312693.000000 Penalty: 12393.356445
	Iteration 63Q: 3 clusters Score -4312693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -4312696.500000 Penalty: 12393.356445
	Iteration 64Q: 3 clusters Score -4312696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -4312697.500000 Penalty: 12393.356445
	Iteration 65Q: 3 clusters Score -4312698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -4312705.000000 Penalty: 12393.356445
	Iteration 66Q: 3 clusters Score -4312705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -4312704.000000 Penalty: 12393.356445
	Iteration 67Q: 3 clusters Score -4312704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -4312700.500000 Penalty: 12393.356445
	Iteration 68Q: 3 clusters Score -4312700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -4312706.000000 Penalty: 12393.356445
	Iteration 69Q: 3 clusters Score -4312706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 22802 members 
Entering Unmasked Estep 
Score: -4312705.000000 Penalty: 12393.356445
	Iteration 70Q: 3 clusters Score -4312705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -4312709.000000 Penalty: 12393.356445
	Iteration 71Q: 3 clusters Score -4312709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -4312711.500000 Penalty: 12393.356445
	Iteration 72Q: 3 clusters Score -4312712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
Score: -4312714.000000 Penalty: 12393.356445
	Iteration 73Q: 3 clusters Score -4312714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -4312714.000000 Penalty: 12393.356445
	Iteration 74Q: 3 clusters Score -4312714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -4312714.000000 Penalty: 12393.356445
	Iteration 75F: 3 clusters Score -4312714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (41648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41648 members 
Entering Unmasked Estep 
Score: -7024470.000000 Penalty: 6515.167969
	Iteration 0F: 2 clusters Score -7024470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -6994238.500000 Penalty: 13030.335938
	Iteration 0F: 3 clusters Score -6994238 nChanged 18055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -7003753.500000 Penalty: 13030.335938
	Iteration 1F: 3 clusters Score -7003754 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -7004744.500000 Penalty: 13030.335938
	Iteration 2F: 3 clusters Score -7004744 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -7005935.000000 Penalty: 13030.335938
	Iteration 3F: 3 clusters Score -7005935 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -7007845.500000 Penalty: 13030.335938
	Iteration 4F: 3 clusters Score -7007846 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -7010556.000000 Penalty: 13030.335938
	Iteration 5F: 3 clusters Score -7010556 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -7013994.500000 Penalty: 13030.335938
	Iteration 6F: 3 clusters Score -7013994 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24944 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -7017035.000000 Penalty: 13030.335938
	Iteration 7F: 3 clusters Score -7017035 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25525 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -7018831.000000 Penalty: 13030.335938
	Iteration 8F: 3 clusters Score -7018831 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25636 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -7019588.500000 Penalty: 13030.335938
	Iteration 9Q: 3 clusters Score -7019588 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -7019888.500000 Penalty: 13030.335938
	Iteration 10Q: 3 clusters Score -7019888 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -7020013.500000 Penalty: 13030.335938
	Iteration 11Q: 3 clusters Score -7020014 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -7020069.500000 Penalty: 13030.335938
	Iteration 12Q: 3 clusters Score -7020070 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -7020107.500000 Penalty: 13030.335938
	Iteration 13Q: 3 clusters Score -7020108 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -7020115.500000 Penalty: 13030.335938
	Iteration 14Q: 3 clusters Score -7020116 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24422 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -7020158.000000 Penalty: 13030.335938
	Iteration 15Q: 3 clusters Score -7020158 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -7020217.000000 Penalty: 13030.335938
	Iteration 16Q: 3 clusters Score -7020217 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -7020222.000000 Penalty: 13030.335938
	Iteration 17Q: 3 clusters Score -7020222 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -7020257.000000 Penalty: 13030.335938
	Iteration 18Q: 3 clusters Score -7020257 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23874 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -7020267.500000 Penalty: 13030.335938
	Iteration 19Q: 3 clusters Score -7020268 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -7020298.500000 Penalty: 13030.335938
	Iteration 20F: 3 clusters Score -7020298 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -7020311.500000 Penalty: 13030.335938
	Iteration 21Q: 3 clusters Score -7020312 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -7020340.500000 Penalty: 13030.335938
	Iteration 22Q: 3 clusters Score -7020340 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -7020348.000000 Penalty: 13030.335938
	Iteration 23Q: 3 clusters Score -7020348 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -7020386.000000 Penalty: 13030.335938
	Iteration 24Q: 3 clusters Score -7020386 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -7020397.500000 Penalty: 13030.335938
	Iteration 25Q: 3 clusters Score -7020398 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -7020429.000000 Penalty: 13030.335938
	Iteration 26Q: 3 clusters Score -7020429 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22756 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -7020441.500000 Penalty: 13030.335938
	Iteration 27Q: 3 clusters Score -7020442 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -7020437.000000 Penalty: 13030.335938
	Iteration 28Q: 3 clusters Score -7020437 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -7020477.000000 Penalty: 13030.335938
	Iteration 29Q: 3 clusters Score -7020477 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -7020477.000000 Penalty: 13030.335938
	Iteration 30Q: 3 clusters Score -7020477 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22343 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -7020482.500000 Penalty: 13030.335938
	Iteration 31Q: 3 clusters Score -7020482 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -7020494.000000 Penalty: 13030.335938
	Iteration 32Q: 3 clusters Score -7020494 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -7020515.000000 Penalty: 13030.335938
	Iteration 33Q: 3 clusters Score -7020515 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -7020514.500000 Penalty: 13030.335938
	Iteration 34Q: 3 clusters Score -7020514 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -7020532.500000 Penalty: 13030.335938
	Iteration 35Q: 3 clusters Score -7020532 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -7020541.000000 Penalty: 13030.335938
	Iteration 36Q: 3 clusters Score -7020541 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -7020544.500000 Penalty: 13030.335938
	Iteration 37Q: 3 clusters Score -7020544 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -7020561.000000 Penalty: 13030.335938
	Iteration 38Q: 3 clusters Score -7020561 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -7020603.000000 Penalty: 13030.335938
	Iteration 39Q: 3 clusters Score -7020603 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -7020596.500000 Penalty: 13030.335938
	Iteration 40F: 3 clusters Score -7020596 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -7020608.000000 Penalty: 13030.335938
	Iteration 41Q: 3 clusters Score -7020608 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -7020617.000000 Penalty: 13030.335938
	Iteration 42Q: 3 clusters Score -7020617 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -7020609.000000 Penalty: 13030.335938
	Iteration 43Q: 3 clusters Score -7020609 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -7020640.500000 Penalty: 13030.335938
	Iteration 44Q: 3 clusters Score -7020640 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -7020646.500000 Penalty: 13030.335938
	Iteration 45Q: 3 clusters Score -7020646 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -7020670.000000 Penalty: 13030.335938
	Iteration 46Q: 3 clusters Score -7020670 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -7020655.000000 Penalty: 13030.335938
	Iteration 47Q: 3 clusters Score -7020655 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -7020667.000000 Penalty: 13030.335938
	Iteration 48Q: 3 clusters Score -7020667 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -7020677.500000 Penalty: 13030.335938
	Iteration 49Q: 3 clusters Score -7020678 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -7020717.500000 Penalty: 13030.335938
	Iteration 50Q: 3 clusters Score -7020718 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -7020733.000000 Penalty: 13030.335938
	Iteration 51Q: 3 clusters Score -7020733 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -7020736.500000 Penalty: 13030.335938
	Iteration 52Q: 3 clusters Score -7020736 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
Score: -7020738.500000 Penalty: 13030.335938
	Iteration 53Q: 3 clusters Score -7020738 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -7020740.000000 Penalty: 13030.335938
	Iteration 54Q: 3 clusters Score -7020740 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -7020768.500000 Penalty: 13030.335938
	Iteration 55Q: 3 clusters Score -7020768 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -7020788.500000 Penalty: 13030.335938
	Iteration 56Q: 3 clusters Score -7020788 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -7020776.500000 Penalty: 13030.335938
	Iteration 57Q: 3 clusters Score -7020776 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -7020803.500000 Penalty: 13030.335938
	Iteration 58Q: 3 clusters Score -7020804 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19830 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -7020792.500000 Penalty: 13030.335938
	Iteration 59Q: 3 clusters Score -7020792 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -7020801.000000 Penalty: 13030.335938
	Iteration 60F: 3 clusters Score -7020801 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -7020790.000000 Penalty: 13030.335938
	Iteration 61Q: 3 clusters Score -7020790 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 22070 members 
Entering Unmasked Estep 
Score: -7020808.500000 Penalty: 13030.335938
	Iteration 62Q: 3 clusters Score -7020808 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -7020811.000000 Penalty: 13030.335938
	Iteration 63Q: 3 clusters Score -7020811 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -7020846.500000 Penalty: 13030.335938
	Iteration 64Q: 3 clusters Score -7020846 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 22337 members 
Entering Unmasked Estep 
Score: -7020845.000000 Penalty: 13030.335938
	Iteration 65Q: 3 clusters Score -7020845 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -7020843.000000 Penalty: 13030.335938
	Iteration 66Q: 3 clusters Score -7020843 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -7020866.000000 Penalty: 13030.335938
	Iteration 67Q: 3 clusters Score -7020866 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -7020897.500000 Penalty: 13030.335938
	Iteration 68Q: 3 clusters Score -7020898 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -7020906.500000 Penalty: 13030.335938
	Iteration 69Q: 3 clusters Score -7020906 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -7020905.000000 Penalty: 13030.335938
	Iteration 70Q: 3 clusters Score -7020905 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -7020925.500000 Penalty: 13030.335938
	Iteration 71Q: 3 clusters Score -7020926 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -7020938.500000 Penalty: 13030.335938
	Iteration 72Q: 3 clusters Score -7020938 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -7020962.500000 Penalty: 13030.335938
	Iteration 73Q: 3 clusters Score -7020962 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -7020958.000000 Penalty: 13030.335938
	Iteration 74Q: 3 clusters Score -7020958 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -7020985.000000 Penalty: 13030.335938
	Iteration 75Q: 3 clusters Score -7020985 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -7020972.500000 Penalty: 13030.335938
	Iteration 76Q: 3 clusters Score -7020972 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -7020982.000000 Penalty: 13030.335938
	Iteration 77Q: 3 clusters Score -7020982 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -7020964.500000 Penalty: 13030.335938
	Iteration 78Q: 3 clusters Score -7020964 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
Score: -7020976.000000 Penalty: 13030.335938
	Iteration 79Q: 3 clusters Score -7020976 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -7020983.000000 Penalty: 13030.335938
	Iteration 80F: 3 clusters Score -7020983 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -7020997.000000 Penalty: 13030.335938
	Iteration 81Q: 3 clusters Score -7020997 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 23549 members 
Entering Unmasked Estep 
Score: -7020999.000000 Penalty: 13030.335938
	Iteration 82Q: 3 clusters Score -7020999 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -7021005.000000 Penalty: 13030.335938
	Iteration 83Q: 3 clusters Score -7021005 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -7021000.000000 Penalty: 13030.335938
	Iteration 84Q: 3 clusters Score -7021000 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 23671 members 
Entering Unmasked Estep 
Score: -7021000.000000 Penalty: 13030.335938
	Iteration 85Q: 3 clusters Score -7021000 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 23712 members 
Entering Unmasked Estep 
Score: -7021017.000000 Penalty: 13030.335938
	Iteration 86Q: 3 clusters Score -7021017 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -7021011.500000 Penalty: 13030.335938
	Iteration 87Q: 3 clusters Score -7021012 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
Score: -7021025.500000 Penalty: 13030.335938
	Iteration 88Q: 3 clusters Score -7021026 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -7021023.500000 Penalty: 13030.335938
	Iteration 89Q: 3 clusters Score -7021024 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -7021028.000000 Penalty: 13030.335938
	Iteration 90Q: 3 clusters Score -7021028 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 23926 members 
Entering Unmasked Estep 
Score: -7021039.000000 Penalty: 13030.335938
	Iteration 91Q: 3 clusters Score -7021039 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -7021025.000000 Penalty: 13030.335938
	Iteration 92Q: 3 clusters Score -7021025 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -7021034.500000 Penalty: 13030.335938
	Iteration 93Q: 3 clusters Score -7021034 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 24040 members 
Entering Unmasked Estep 
Score: -7021044.500000 Penalty: 13030.335938
	Iteration 94Q: 3 clusters Score -7021044 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -7021055.500000 Penalty: 13030.335938
	Iteration 95Q: 3 clusters Score -7021056 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
Score: -7021041.000000 Penalty: 13030.335938
	Iteration 96Q: 3 clusters Score -7021041 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 24108 members 
Entering Unmasked Estep 
Score: -7021042.000000 Penalty: 13030.335938
	Iteration 97Q: 3 clusters Score -7021042 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 24127 members 
Entering Unmasked Estep 
Score: -7021045.500000 Penalty: 13030.335938
	Iteration 98Q: 3 clusters Score -7021046 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 24145 members 
Entering Unmasked Estep 
Score: -7021041.500000 Penalty: 13030.335938
	Iteration 99Q: 3 clusters Score -7021042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -7021052.500000 Penalty: 13030.335938
	Iteration 100F: 3 clusters Score -7021052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 24163 members 
Entering Unmasked Estep 
Score: -7021052.500000 Penalty: 13030.335938
	Iteration 101Q: 3 clusters Score -7021052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -7021049.500000 Penalty: 13030.335938
	Iteration 102Q: 3 clusters Score -7021050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 24176 members 
Entering Unmasked Estep 
Score: -7021047.500000 Penalty: 13030.335938
	Iteration 103Q: 3 clusters Score -7021048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -7021048.500000 Penalty: 13030.335938
	Iteration 104Q: 3 clusters Score -7021048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -7021049.000000 Penalty: 13030.335938
	Iteration 105Q: 3 clusters Score -7021049 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
Score: -7021046.500000 Penalty: 13030.335938
	Iteration 106Q: 3 clusters Score -7021046 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
Score: -7021060.500000 Penalty: 13030.335938
	Iteration 107Q: 3 clusters Score -7021060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -7021065.000000 Penalty: 13030.335938
	Iteration 108Q: 3 clusters Score -7021065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 24244 members 
Entering Unmasked Estep 
Score: -7021056.500000 Penalty: 13030.335938
	Iteration 109Q: 3 clusters Score -7021056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
Score: -7021050.500000 Penalty: 13030.335938
	Iteration 110Q: 3 clusters Score -7021050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 24261 members 
Entering Unmasked Estep 
Score: -7021058.000000 Penalty: 13030.335938
	Iteration 111Q: 3 clusters Score -7021058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -7021057.000000 Penalty: 13030.335938
	Iteration 112Q: 3 clusters Score -7021057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
Score: -7021061.000000 Penalty: 13030.335938
	Iteration 113Q: 3 clusters Score -7021061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
Score: -7021056.000000 Penalty: 13030.335938
	Iteration 114Q: 3 clusters Score -7021056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -7021051.000000 Penalty: 13030.335938
	Iteration 115Q: 3 clusters Score -7021051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
Score: -7021058.000000 Penalty: 13030.335938
	Iteration 116Q: 3 clusters Score -7021058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -7021056.500000 Penalty: 13030.335938
	Iteration 117Q: 3 clusters Score -7021056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -7021058.000000 Penalty: 13030.335938
	Iteration 118Q: 3 clusters Score -7021058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -7021058.000000 Penalty: 13030.335938
	Iteration 119F: 3 clusters Score -7021058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (576289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576289 members 
Entering Unmasked Estep 
Score: -98763592.000000 Penalty: 8124.423340
	Iteration 0F: 2 clusters Score -9.876359e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287769 members 
Mstep: Class 2 contains 288520 members 
Entering Unmasked Estep 
Score: -98429272.000000 Penalty: 16248.846680
	Iteration 0F: 3 clusters Score -9.842927e+07 nChanged 278036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282239 members 
Mstep: Class 2 contains 294050 members 
Entering Unmasked Estep 
Score: -98591368.000000 Penalty: 16248.846680
	Iteration 1F: 3 clusters Score -9.859137e+07 nChanged 13236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277889 members 
Mstep: Class 2 contains 298400 members 
Entering Unmasked Estep 
Score: -98594080.000000 Penalty: 16248.846680
	Iteration 2Q: 3 clusters Score -9.859408e+07 nChanged 14661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271258 members 
Mstep: Class 2 contains 305031 members 
Entering Unmasked Estep 
Score: -98597736.000000 Penalty: 16248.846680
	Iteration 3Q: 3 clusters Score -9.859774e+07 nChanged 17144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261138 members 
Mstep: Class 2 contains 315151 members 
Entering Unmasked Estep 
Score: -98603408.000000 Penalty: 16248.846680
	Iteration 4Q: 3 clusters Score -9.860341e+07 nChanged 20981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245951 members 
Mstep: Class 2 contains 330338 members 
Entering Unmasked Estep 
Score: -98612168.000000 Penalty: 16248.846680
	Iteration 5Q: 3 clusters Score -9.861217e+07 nChanged 26132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224625 members 
Mstep: Class 2 contains 351664 members 
Entering Unmasked Estep 
Score: -98626688.000000 Penalty: 16248.846680
	Iteration 6Q: 3 clusters Score -9.862669e+07 nChanged 32452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195671 members 
Mstep: Class 2 contains 380618 members 
Entering Unmasked Estep 
Score: -98647888.000000 Penalty: 16248.846680
	Iteration 7F: 3 clusters Score -9.864789e+07 nChanged 38277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159708 members 
Mstep: Class 2 contains 416581 members 
Entering Unmasked Estep 
Score: -98676384.000000 Penalty: 16248.846680
	Iteration 8F: 3 clusters Score -9.867638e+07 nChanged 41222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119806 members 
Mstep: Class 2 contains 456483 members 
Entering Unmasked Estep 
Score: -98705528.000000 Penalty: 16248.846680
	Iteration 9F: 3 clusters Score -9.870553e+07 nChanged 37774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82922 members 
Mstep: Class 2 contains 493367 members 
Entering Unmasked Estep 
Score: -98728512.000000 Penalty: 16248.846680
	Iteration 10F: 3 clusters Score -9.872851e+07 nChanged 29353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54237 members 
Mstep: Class 2 contains 522052 members 
Entering Unmasked Estep 
Score: -98743648.000000 Penalty: 16248.846680
	Iteration 11F: 3 clusters Score -9.874365e+07 nChanged 19953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34564 members 
Mstep: Class 2 contains 541725 members 
Entering Unmasked Estep 
Score: -98751624.000000 Penalty: 16248.846680
	Iteration 12Q: 3 clusters Score -9.875162e+07 nChanged 12468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 553923 members 
Entering Unmasked Estep 
Score: -98755400.000000 Penalty: 16248.846680
	Iteration 13Q: 3 clusters Score -9.87554e+07 nChanged 7462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 561111 members 
Entering Unmasked Estep 
Score: -98757192.000000 Penalty: 16248.846680
	Iteration 14Q: 3 clusters Score -9.875719e+07 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 565290 members 
Entering Unmasked Estep 
Score: -98758208.000000 Penalty: 16248.846680
	Iteration 15Q: 3 clusters Score -9.875821e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 567704 members 
Entering Unmasked Estep 
Score: -98759160.000000 Penalty: 16248.846680
	Iteration 16Q: 3 clusters Score -9.875916e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 569159 members 
Entering Unmasked Estep 
Score: -98759680.000000 Penalty: 16248.846680
	Iteration 17Q: 3 clusters Score -9.875968e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 570018 members 
Entering Unmasked Estep 
Score: -98759880.000000 Penalty: 16248.846680
	Iteration 18Q: 3 clusters Score -9.875988e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 570537 members 
Entering Unmasked Estep 
Score: -98760112.000000 Penalty: 16248.846680
	Iteration 19Q: 3 clusters Score -9.876011e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 570867 members 
Entering Unmasked Estep 
Score: -98760472.000000 Penalty: 16248.846680
	Iteration 20F: 3 clusters Score -9.876047e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 571055 members 
Entering Unmasked Estep 
Score: -98760528.000000 Penalty: 16248.846680
	Iteration 21Q: 3 clusters Score -9.876053e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 571229 members 
Entering Unmasked Estep 
Score: -98760528.000000 Penalty: 16248.846680
	Iteration 22Q: 3 clusters Score -9.876053e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 571345 members 
Entering Unmasked Estep 
Score: -98760616.000000 Penalty: 16248.846680
	Iteration 23Q: 3 clusters Score -9.876062e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 571421 members 
Entering Unmasked Estep 
Score: -98760496.000000 Penalty: 16248.846680
	Iteration 24Q: 3 clusters Score -9.87605e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 571476 members 
Entering Unmasked Estep 
Score: -98760456.000000 Penalty: 16248.846680
	Iteration 25Q: 3 clusters Score -9.876046e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 571535 members 
Entering Unmasked Estep 
Score: -98760384.000000 Penalty: 16248.846680
	Iteration 26Q: 3 clusters Score -9.876038e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 571580 members 
Entering Unmasked Estep 
Score: -98760408.000000 Penalty: 16248.846680
	Iteration 27Q: 3 clusters Score -9.876041e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 571609 members 
Entering Unmasked Estep 
Score: -98760400.000000 Penalty: 16248.846680
	Iteration 28Q: 3 clusters Score -9.87604e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 571644 members 
Entering Unmasked Estep 
Score: -98760504.000000 Penalty: 16248.846680
	Iteration 29Q: 3 clusters Score -9.87605e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 571678 members 
Entering Unmasked Estep 
Score: -98760568.000000 Penalty: 16248.846680
	Iteration 30Q: 3 clusters Score -9.876057e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 571699 members 
Entering Unmasked Estep 
Score: -98760592.000000 Penalty: 16248.846680
	Iteration 31Q: 3 clusters Score -9.876059e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 571723 members 
Entering Unmasked Estep 
Score: -98760656.000000 Penalty: 16248.846680
	Iteration 32Q: 3 clusters Score -9.876066e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 571726 members 
Entering Unmasked Estep 
Score: -98760664.000000 Penalty: 16248.846680
	Iteration 33Q: 3 clusters Score -9.876066e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 571725 members 
Entering Unmasked Estep 
Score: -98760784.000000 Penalty: 16248.846680
	Iteration 34Q: 3 clusters Score -9.876078e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 571737 members 
Entering Unmasked Estep 
Score: -98760712.000000 Penalty: 16248.846680
	Iteration 35Q: 3 clusters Score -9.876071e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 571735 members 
Entering Unmasked Estep 
Score: -98760768.000000 Penalty: 16248.846680
	Iteration 36Q: 3 clusters Score -9.876077e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 571750 members 
Entering Unmasked Estep 
Score: -98760800.000000 Penalty: 16248.846680
	Iteration 37Q: 3 clusters Score -9.87608e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 571749 members 
Entering Unmasked Estep 
Score: -98760808.000000 Penalty: 16248.846680
	Iteration 38Q: 3 clusters Score -9.876081e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 571769 members 
Entering Unmasked Estep 
Score: -98760848.000000 Penalty: 16248.846680
	Iteration 39Q: 3 clusters Score -9.876085e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 571784 members 
Entering Unmasked Estep 
Score: -98760784.000000 Penalty: 16248.846680
	Iteration 40F: 3 clusters Score -9.876078e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 571789 members 
Entering Unmasked Estep 
Score: -98760808.000000 Penalty: 16248.846680
	Iteration 41Q: 3 clusters Score -9.876081e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 571799 members 
Entering Unmasked Estep 
Score: -98760784.000000 Penalty: 16248.846680
	Iteration 42Q: 3 clusters Score -9.876078e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 571808 members 
Entering Unmasked Estep 
Score: -98760816.000000 Penalty: 16248.846680
	Iteration 43Q: 3 clusters Score -9.876082e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 571816 members 
Entering Unmasked Estep 
Score: -98760832.000000 Penalty: 16248.846680
	Iteration 44Q: 3 clusters Score -9.876083e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 571818 members 
Entering Unmasked Estep 
Score: -98760800.000000 Penalty: 16248.846680
	Iteration 45Q: 3 clusters Score -9.87608e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 571822 members 
Entering Unmasked Estep 
Score: -98760784.000000 Penalty: 16248.846680
	Iteration 46Q: 3 clusters Score -9.876078e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 571824 members 
Entering Unmasked Estep 
Score: -98760848.000000 Penalty: 16248.846680
	Iteration 47Q: 3 clusters Score -9.876085e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 571836 members 
Entering Unmasked Estep 
Score: -98760792.000000 Penalty: 16248.846680
	Iteration 48Q: 3 clusters Score -9.876079e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 571835 members 
Entering Unmasked Estep 
Score: -98760808.000000 Penalty: 16248.846680
	Iteration 49Q: 3 clusters Score -9.876081e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 571839 members 
Entering Unmasked Estep 
Score: -98760800.000000 Penalty: 16248.846680
	Iteration 50Q: 3 clusters Score -9.87608e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 571835 members 
Entering Unmasked Estep 
Score: -98760752.000000 Penalty: 16248.846680
	Iteration 51Q: 3 clusters Score -9.876075e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 571835 members 
Entering Unmasked Estep 
Score: -98760792.000000 Penalty: 16248.846680
	Iteration 52Q: 3 clusters Score -9.876079e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 571838 members 
Entering Unmasked Estep 
Score: -98760712.000000 Penalty: 16248.846680
	Iteration 53Q: 3 clusters Score -9.876071e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 571842 members 
Entering Unmasked Estep 
Score: -98760736.000000 Penalty: 16248.846680
	Iteration 54Q: 3 clusters Score -9.876074e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 571845 members 
Entering Unmasked Estep 
Score: -98760800.000000 Penalty: 16248.846680
	Iteration 55Q: 3 clusters Score -9.87608e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 571850 members 
Entering Unmasked Estep 
Score: -98760816.000000 Penalty: 16248.846680
	Iteration 56Q: 3 clusters Score -9.876082e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 571850 members 
Entering Unmasked Estep 
Score: -98760760.000000 Penalty: 16248.846680
	Iteration 57Q: 3 clusters Score -9.876076e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 571847 members 
Entering Unmasked Estep 
Score: -98760720.000000 Penalty: 16248.846680
	Iteration 58Q: 3 clusters Score -9.876072e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 571851 members 
Entering Unmasked Estep 
Score: -98760752.000000 Penalty: 16248.846680
	Iteration 59Q: 3 clusters Score -9.876075e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 571852 members 
Entering Unmasked Estep 
Score: -98760720.000000 Penalty: 16248.846680
	Iteration 60F: 3 clusters Score -9.876072e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 571851 members 
Entering Unmasked Estep 
Score: -98760736.000000 Penalty: 16248.846680
	Iteration 61Q: 3 clusters Score -9.876074e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 571852 members 
Entering Unmasked Estep 
Score: -98760744.000000 Penalty: 16248.846680
	Iteration 62Q: 3 clusters Score -9.876074e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 571849 members 
Entering Unmasked Estep 
Score: -98760712.000000 Penalty: 16248.846680
	Iteration 63Q: 3 clusters Score -9.876071e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 571845 members 
Entering Unmasked Estep 
Score: -98760752.000000 Penalty: 16248.846680
	Iteration 64Q: 3 clusters Score -9.876075e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 571845 members 
Entering Unmasked Estep 
Score: -98760728.000000 Penalty: 16248.846680
	Iteration 65Q: 3 clusters Score -9.876073e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 571844 members 
Entering Unmasked Estep 
Score: -98760736.000000 Penalty: 16248.846680
	Iteration 66Q: 3 clusters Score -9.876074e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 571842 members 
Entering Unmasked Estep 
Score: -98760728.000000 Penalty: 16248.846680
	Iteration 67Q: 3 clusters Score -9.876073e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 571844 members 
Entering Unmasked Estep 
Score: -98760728.000000 Penalty: 16248.846680
	Iteration 68Q: 3 clusters Score -9.876073e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 571843 members 
Entering Unmasked Estep 
Score: -98760672.000000 Penalty: 16248.846680
	Iteration 69Q: 3 clusters Score -9.876067e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 571846 members 
Entering Unmasked Estep 
Score: -98760712.000000 Penalty: 16248.846680
	Iteration 70Q: 3 clusters Score -9.876071e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 571848 members 
Entering Unmasked Estep 
Score: -98760712.000000 Penalty: 16248.846680
	Iteration 71Q: 3 clusters Score -9.876071e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 571848 members 
Entering Unmasked Estep 
Score: -98760712.000000 Penalty: 16248.846680
	Iteration 72F: 3 clusters Score -9.876071e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (24808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Entering Unmasked Estep 
Score: -4358695.000000 Penalty: 6197.839355
	Iteration 0F: 2 clusters Score -4358695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -4339064.000000 Penalty: 12395.678711
	Iteration 0F: 3 clusters Score -4339064 nChanged 10230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -4344377.000000 Penalty: 12395.678711
	Iteration 1F: 3 clusters Score -4344377 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -4345100.500000 Penalty: 12395.678711
	Iteration 2F: 3 clusters Score -4345100 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -4345565.000000 Penalty: 12395.678711
	Iteration 3Q: 3 clusters Score -4345565 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -4345900.000000 Penalty: 12395.678711
	Iteration 4Q: 3 clusters Score -4345900 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -4346120.500000 Penalty: 12395.678711
	Iteration 5Q: 3 clusters Score -4346120 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -4346315.000000 Penalty: 12395.678711
	Iteration 6Q: 3 clusters Score -4346315 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -4346490.500000 Penalty: 12395.678711
	Iteration 7Q: 3 clusters Score -4346490 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -4346651.500000 Penalty: 12395.678711
	Iteration 8Q: 3 clusters Score -4346652 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -4346771.500000 Penalty: 12395.678711
	Iteration 9Q: 3 clusters Score -4346772 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -4346900.000000 Penalty: 12395.678711
	Iteration 10Q: 3 clusters Score -4346900 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -4347023.500000 Penalty: 12395.678711
	Iteration 11Q: 3 clusters Score -4347024 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -4347200.000000 Penalty: 12395.678711
	Iteration 12Q: 3 clusters Score -4347200 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -4347396.000000 Penalty: 12395.678711
	Iteration 13Q: 3 clusters Score -4347396 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -4347623.500000 Penalty: 12395.678711
	Iteration 14Q: 3 clusters Score -4347624 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -4347910.000000 Penalty: 12395.678711
	Iteration 15Q: 3 clusters Score -4347910 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -4348245.000000 Penalty: 12395.678711
	Iteration 16Q: 3 clusters Score -4348245 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -4348676.000000 Penalty: 12395.678711
	Iteration 17Q: 3 clusters Score -4348676 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -4349245.000000 Penalty: 12395.678711
	Iteration 18Q: 3 clusters Score -4349245 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -4349895.000000 Penalty: 12395.678711
	Iteration 19Q: 3 clusters Score -4349895 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -4350637.500000 Penalty: 12395.678711
	Iteration 20F: 3 clusters Score -4350638 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -4351281.000000 Penalty: 12395.678711
	Iteration 21Q: 3 clusters Score -4351281 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -4351815.500000 Penalty: 12395.678711
	Iteration 22Q: 3 clusters Score -4351816 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -4352226.000000 Penalty: 12395.678711
	Iteration 23Q: 3 clusters Score -4352226 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -4352530.500000 Penalty: 12395.678711
	Iteration 24Q: 3 clusters Score -4352530 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -4352723.500000 Penalty: 12395.678711
	Iteration 25Q: 3 clusters Score -4352724 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -4352872.000000 Penalty: 12395.678711
	Iteration 26Q: 3 clusters Score -4352872 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -4352981.000000 Penalty: 12395.678711
	Iteration 27Q: 3 clusters Score -4352981 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -4353041.000000 Penalty: 12395.678711
	Iteration 28Q: 3 clusters Score -4353041 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -4353096.000000 Penalty: 12395.678711
	Iteration 29Q: 3 clusters Score -4353096 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -4353126.000000 Penalty: 12395.678711
	Iteration 30Q: 3 clusters Score -4353126 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -4353158.000000 Penalty: 12395.678711
	Iteration 31Q: 3 clusters Score -4353158 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -4353173.500000 Penalty: 12395.678711
	Iteration 32Q: 3 clusters Score -4353174 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -4353190.000000 Penalty: 12395.678711
	Iteration 33Q: 3 clusters Score -4353190 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -4353204.000000 Penalty: 12395.678711
	Iteration 34Q: 3 clusters Score -4353204 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -4353232.500000 Penalty: 12395.678711
	Iteration 35Q: 3 clusters Score -4353232 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23948 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -4353252.500000 Penalty: 12395.678711
	Iteration 36Q: 3 clusters Score -4353252 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -4353273.000000 Penalty: 12395.678711
	Iteration 37Q: 3 clusters Score -4353273 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -4353291.500000 Penalty: 12395.678711
	Iteration 38Q: 3 clusters Score -4353292 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -4353308.500000 Penalty: 12395.678711
	Iteration 39Q: 3 clusters Score -4353308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23997 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -4353315.000000 Penalty: 12395.678711
	Iteration 40F: 3 clusters Score -4353315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -4353326.500000 Penalty: 12395.678711
	Iteration 41Q: 3 clusters Score -4353326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -4353330.000000 Penalty: 12395.678711
	Iteration 42Q: 3 clusters Score -4353330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -4353335.500000 Penalty: 12395.678711
	Iteration 43Q: 3 clusters Score -4353336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -4353339.500000 Penalty: 12395.678711
	Iteration 44Q: 3 clusters Score -4353340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -4353338.000000 Penalty: 12395.678711
	Iteration 45Q: 3 clusters Score -4353338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -4353338.000000 Penalty: 12395.678711
	Iteration 46F: 3 clusters Score -4353338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Entering Unmasked Estep 
Score: -356965.062500 Penalty: 4743.813965
	Iteration 0F: 2 clusters Score -356965.1 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 1145 members 
Entering Unmasked Estep 
Score: -351793.718750 Penalty: 9487.627930
	Iteration 0F: 3 clusters Score -351793.7 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -352596.593750 Penalty: 9487.627930
	Iteration 1F: 3 clusters Score -352596.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -352926.093750 Penalty: 9487.627930
	Iteration 2F: 3 clusters Score -352926.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -353186.937500 Penalty: 9487.627930
	Iteration 3Q: 3 clusters Score -353186.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -353540.312500 Penalty: 9487.627930
	Iteration 4Q: 3 clusters Score -353540.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -353808.031250 Penalty: 9487.627930
	Iteration 5Q: 3 clusters Score -353808 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -354108.875000 Penalty: 9487.627930
	Iteration 6Q: 3 clusters Score -354108.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -354435.718750 Penalty: 9487.627930
	Iteration 7Q: 3 clusters Score -354435.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -354795.750000 Penalty: 9487.627930
	Iteration 8Q: 3 clusters Score -354795.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -355161.468750 Penalty: 9487.627930
	Iteration 9Q: 3 clusters Score -355161.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -355424.718750 Penalty: 9487.627930
	Iteration 10Q: 3 clusters Score -355424.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -355565.562500 Penalty: 9487.627930
	Iteration 11Q: 3 clusters Score -355565.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -355668.406250 Penalty: 9487.627930
	Iteration 12Q: 3 clusters Score -355668.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -355770.687500 Penalty: 9487.627930
	Iteration 13Q: 3 clusters Score -355770.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -355949.468750 Penalty: 9487.627930
	Iteration 14Q: 3 clusters Score -355949.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -356220.406250 Penalty: 9487.627930
	Iteration 15Q: 3 clusters Score -356220.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -356329.406250 Penalty: 9487.627930
	Iteration 16Q: 3 clusters Score -356329.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -356376.062500 Penalty: 9487.627930
	Iteration 17Q: 3 clusters Score -356376.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -356410.218750 Penalty: 9487.627930
	Iteration 18Q: 3 clusters Score -356410.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -356419.250000 Penalty: 9487.627930
	Iteration 19Q: 3 clusters Score -356419.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -356423.437500 Penalty: 9487.627930
	Iteration 20F: 3 clusters Score -356423.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -356439.156250 Penalty: 9487.627930
	Iteration 21Q: 3 clusters Score -356439.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -356439.156250 Penalty: 9487.627930
	Iteration 22F: 3 clusters Score -356439.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (265005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265005 members 
Entering Unmasked Estep 
Score: -45674092.000000 Penalty: 7648.596191
	Iteration 0F: 2 clusters Score -4.567409e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132500 members 
Mstep: Class 2 contains 132505 members 
Entering Unmasked Estep 
Score: -45498276.000000 Penalty: 15297.192383
	Iteration 0F: 3 clusters Score -4.549828e+07 nChanged 125762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133790 members 
Mstep: Class 2 contains 131215 members 
Entering Unmasked Estep 
Score: -45570960.000000 Penalty: 15297.192383
	Iteration 1F: 3 clusters Score -4.557096e+07 nChanged 7831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134497 members 
Mstep: Class 2 contains 130508 members 
Entering Unmasked Estep 
Score: -45572980.000000 Penalty: 15297.192383
	Iteration 2Q: 3 clusters Score -4.557298e+07 nChanged 7934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135581 members 
Mstep: Class 2 contains 129424 members 
Entering Unmasked Estep 
Score: -45574736.000000 Penalty: 15297.192383
	Iteration 3Q: 3 clusters Score -4.557474e+07 nChanged 8566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137459 members 
Mstep: Class 2 contains 127546 members 
Entering Unmasked Estep 
Score: -45577380.000000 Penalty: 15297.192383
	Iteration 4Q: 3 clusters Score -4.557738e+07 nChanged 10253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140332 members 
Mstep: Class 2 contains 124673 members 
Entering Unmasked Estep 
Score: -45581940.000000 Penalty: 15297.192383
	Iteration 5Q: 3 clusters Score -4.558194e+07 nChanged 12584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144846 members 
Mstep: Class 2 contains 120159 members 
Entering Unmasked Estep 
Score: -45587976.000000 Penalty: 15297.192383
	Iteration 6Q: 3 clusters Score -4.558798e+07 nChanged 15364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151686 members 
Mstep: Class 2 contains 113319 members 
Entering Unmasked Estep 
Score: -45596916.000000 Penalty: 15297.192383
	Iteration 7F: 3 clusters Score -4.559692e+07 nChanged 17748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161332 members 
Mstep: Class 2 contains 103673 members 
Entering Unmasked Estep 
Score: -45608896.000000 Penalty: 15297.192383
	Iteration 8F: 3 clusters Score -4.56089e+07 nChanged 18773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172807 members 
Mstep: Class 2 contains 92198 members 
Entering Unmasked Estep 
Score: -45624048.000000 Penalty: 15297.192383
	Iteration 9F: 3 clusters Score -4.562405e+07 nChanged 17676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183819 members 
Mstep: Class 2 contains 81186 members 
Entering Unmasked Estep 
Score: -45638992.000000 Penalty: 15297.192383
	Iteration 10F: 3 clusters Score -4.563899e+07 nChanged 13602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192249 members 
Mstep: Class 2 contains 72756 members 
Entering Unmasked Estep 
Score: -45648372.000000 Penalty: 15297.192383
	Iteration 11F: 3 clusters Score -4.564837e+07 nChanged 9280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198803 members 
Mstep: Class 2 contains 66202 members 
Entering Unmasked Estep 
Score: -45652708.000000 Penalty: 15297.192383
	Iteration 12Q: 3 clusters Score -4.565271e+07 nChanged 6550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204507 members 
Mstep: Class 2 contains 60498 members 
Entering Unmasked Estep 
Score: -45655388.000000 Penalty: 15297.192383
	Iteration 13Q: 3 clusters Score -4.565539e+07 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209803 members 
Mstep: Class 2 contains 55202 members 
Entering Unmasked Estep 
Score: -45657548.000000 Penalty: 15297.192383
	Iteration 14Q: 3 clusters Score -4.565755e+07 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214792 members 
Mstep: Class 2 contains 50213 members 
Entering Unmasked Estep 
Score: -45659336.000000 Penalty: 15297.192383
	Iteration 15Q: 3 clusters Score -4.565934e+07 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219502 members 
Mstep: Class 2 contains 45503 members 
Entering Unmasked Estep 
Score: -45660980.000000 Penalty: 15297.192383
	Iteration 16Q: 3 clusters Score -4.566098e+07 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223837 members 
Mstep: Class 2 contains 41168 members 
Entering Unmasked Estep 
Score: -45662956.000000 Penalty: 15297.192383
	Iteration 17Q: 3 clusters Score -4.566296e+07 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227844 members 
Mstep: Class 2 contains 37161 members 
Entering Unmasked Estep 
Score: -45664476.000000 Penalty: 15297.192383
	Iteration 18Q: 3 clusters Score -4.566448e+07 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231421 members 
Mstep: Class 2 contains 33584 members 
Entering Unmasked Estep 
Score: -45665800.000000 Penalty: 15297.192383
	Iteration 19Q: 3 clusters Score -4.56658e+07 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234574 members 
Mstep: Class 2 contains 30431 members 
Entering Unmasked Estep 
Score: -45667308.000000 Penalty: 15297.192383
	Iteration 20F: 3 clusters Score -4.566731e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237242 members 
Mstep: Class 2 contains 27763 members 
Entering Unmasked Estep 
Score: -45668360.000000 Penalty: 15297.192383
	Iteration 21Q: 3 clusters Score -4.566836e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239540 members 
Mstep: Class 2 contains 25465 members 
Entering Unmasked Estep 
Score: -45669668.000000 Penalty: 15297.192383
	Iteration 22Q: 3 clusters Score -4.566967e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241526 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -45670704.000000 Penalty: 15297.192383
	Iteration 23Q: 3 clusters Score -4.56707e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243139 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -45671656.000000 Penalty: 15297.192383
	Iteration 24Q: 3 clusters Score -4.567166e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244419 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -45672312.000000 Penalty: 15297.192383
	Iteration 25Q: 3 clusters Score -4.567231e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245446 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -45672636.000000 Penalty: 15297.192383
	Iteration 26Q: 3 clusters Score -4.567264e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246250 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -45672840.000000 Penalty: 15297.192383
	Iteration 27Q: 3 clusters Score -4.567284e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246836 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -45672952.000000 Penalty: 15297.192383
	Iteration 28Q: 3 clusters Score -4.567295e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247298 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -45673160.000000 Penalty: 15297.192383
	Iteration 29Q: 3 clusters Score -4.567316e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247683 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -45673244.000000 Penalty: 15297.192383
	Iteration 30Q: 3 clusters Score -4.567324e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248009 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -45673336.000000 Penalty: 15297.192383
	Iteration 31Q: 3 clusters Score -4.567334e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248304 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -45673412.000000 Penalty: 15297.192383
	Iteration 32Q: 3 clusters Score -4.567341e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248543 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -45673456.000000 Penalty: 15297.192383
	Iteration 33Q: 3 clusters Score -4.567346e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248748 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -45673512.000000 Penalty: 15297.192383
	Iteration 34Q: 3 clusters Score -4.567351e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248913 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -45673544.000000 Penalty: 15297.192383
	Iteration 35Q: 3 clusters Score -4.567354e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249049 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -45673536.000000 Penalty: 15297.192383
	Iteration 36Q: 3 clusters Score -4.567354e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249149 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -45673556.000000 Penalty: 15297.192383
	Iteration 37Q: 3 clusters Score -4.567356e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249237 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -45673548.000000 Penalty: 15297.192383
	Iteration 38Q: 3 clusters Score -4.567355e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249301 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -45673556.000000 Penalty: 15297.192383
	Iteration 39Q: 3 clusters Score -4.567356e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249365 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -45673536.000000 Penalty: 15297.192383
	Iteration 40F: 3 clusters Score -4.567354e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249418 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -45673524.000000 Penalty: 15297.192383
	Iteration 41Q: 3 clusters Score -4.567352e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249459 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -45673476.000000 Penalty: 15297.192383
	Iteration 42Q: 3 clusters Score -4.567348e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249497 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -45673424.000000 Penalty: 15297.192383
	Iteration 43Q: 3 clusters Score -4.567342e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249546 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -45673420.000000 Penalty: 15297.192383
	Iteration 44Q: 3 clusters Score -4.567342e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249596 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -45673444.000000 Penalty: 15297.192383
	Iteration 45Q: 3 clusters Score -4.567344e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249635 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -45673420.000000 Penalty: 15297.192383
	Iteration 46Q: 3 clusters Score -4.567342e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249672 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -45673412.000000 Penalty: 15297.192383
	Iteration 47Q: 3 clusters Score -4.567341e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249704 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -45673416.000000 Penalty: 15297.192383
	Iteration 48Q: 3 clusters Score -4.567342e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249730 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -45673416.000000 Penalty: 15297.192383
	Iteration 49Q: 3 clusters Score -4.567342e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249756 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -45673400.000000 Penalty: 15297.192383
	Iteration 50Q: 3 clusters Score -4.56734e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249787 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -45673416.000000 Penalty: 15297.192383
	Iteration 51Q: 3 clusters Score -4.567342e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249821 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -45673428.000000 Penalty: 15297.192383
	Iteration 52Q: 3 clusters Score -4.567343e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249847 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -45673464.000000 Penalty: 15297.192383
	Iteration 53Q: 3 clusters Score -4.567346e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249873 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -45673416.000000 Penalty: 15297.192383
	Iteration 54Q: 3 clusters Score -4.567342e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249896 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -45673416.000000 Penalty: 15297.192383
	Iteration 55Q: 3 clusters Score -4.567342e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249917 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -45673456.000000 Penalty: 15297.192383
	Iteration 56Q: 3 clusters Score -4.567346e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249938 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -45673448.000000 Penalty: 15297.192383
	Iteration 57Q: 3 clusters Score -4.567345e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249954 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -45673456.000000 Penalty: 15297.192383
	Iteration 58Q: 3 clusters Score -4.567346e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249972 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -45673452.000000 Penalty: 15297.192383
	Iteration 59Q: 3 clusters Score -4.567345e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249983 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -45673476.000000 Penalty: 15297.192383
	Iteration 60F: 3 clusters Score -4.567348e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249998 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -45673484.000000 Penalty: 15297.192383
	Iteration 61Q: 3 clusters Score -4.567348e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250011 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -45673496.000000 Penalty: 15297.192383
	Iteration 62Q: 3 clusters Score -4.56735e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250021 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -45673532.000000 Penalty: 15297.192383
	Iteration 63Q: 3 clusters Score -4.567353e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250029 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -45673528.000000 Penalty: 15297.192383
	Iteration 64Q: 3 clusters Score -4.567353e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250037 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -45673516.000000 Penalty: 15297.192383
	Iteration 65Q: 3 clusters Score -4.567352e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250041 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -45673520.000000 Penalty: 15297.192383
	Iteration 66Q: 3 clusters Score -4.567352e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250042 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -45673532.000000 Penalty: 15297.192383
	Iteration 67Q: 3 clusters Score -4.567353e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250044 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -45673532.000000 Penalty: 15297.192383
	Iteration 68Q: 3 clusters Score -4.567353e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250047 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -45673504.000000 Penalty: 15297.192383
	Iteration 69Q: 3 clusters Score -4.56735e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250051 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -45673508.000000 Penalty: 15297.192383
	Iteration 70Q: 3 clusters Score -4.567351e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250053 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -45673508.000000 Penalty: 15297.192383
	Iteration 71Q: 3 clusters Score -4.567351e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250058 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -45673504.000000 Penalty: 15297.192383
	Iteration 72Q: 3 clusters Score -4.56735e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250063 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -45673496.000000 Penalty: 15297.192383
	Iteration 73Q: 3 clusters Score -4.56735e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250070 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -45673496.000000 Penalty: 15297.192383
	Iteration 74Q: 3 clusters Score -4.56735e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250073 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -45673500.000000 Penalty: 15297.192383
	Iteration 75Q: 3 clusters Score -4.56735e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250078 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -45673480.000000 Penalty: 15297.192383
	Iteration 76Q: 3 clusters Score -4.567348e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250081 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -45673484.000000 Penalty: 15297.192383
	Iteration 77Q: 3 clusters Score -4.567348e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250083 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -45673476.000000 Penalty: 15297.192383
	Iteration 78Q: 3 clusters Score -4.567348e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250083 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -45673476.000000 Penalty: 15297.192383
	Iteration 79F: 3 clusters Score -4.567348e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Entering Unmasked Estep 
Score: -2046194.375000 Penalty: 5736.660156
	Iteration 0F: 2 clusters Score -2046194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -2034898.375000 Penalty: 11473.320312
	Iteration 0F: 3 clusters Score -2034898 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -2037383.375000 Penalty: 11473.320312
	Iteration 1F: 3 clusters Score -2037383 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -2037837.625000 Penalty: 11473.320312
	Iteration 2F: 3 clusters Score -2037838 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -2038083.875000 Penalty: 11473.320312
	Iteration 3Q: 3 clusters Score -2038084 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -2038269.500000 Penalty: 11473.320312
	Iteration 4Q: 3 clusters Score -2038270 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -2038385.250000 Penalty: 11473.320312
	Iteration 5Q: 3 clusters Score -2038385 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -2038458.625000 Penalty: 11473.320312
	Iteration 6Q: 3 clusters Score -2038459 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -2038518.500000 Penalty: 11473.320312
	Iteration 7Q: 3 clusters Score -2038518 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -2038568.750000 Penalty: 11473.320312
	Iteration 8Q: 3 clusters Score -2038569 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -2038606.500000 Penalty: 11473.320312
	Iteration 9Q: 3 clusters Score -2038606 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -2038637.125000 Penalty: 11473.320312
	Iteration 10Q: 3 clusters Score -2038637 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -2038661.125000 Penalty: 11473.320312
	Iteration 11Q: 3 clusters Score -2038661 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -2038687.125000 Penalty: 11473.320312
	Iteration 12Q: 3 clusters Score -2038687 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -2038713.750000 Penalty: 11473.320312
	Iteration 13Q: 3 clusters Score -2038714 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -2038733.250000 Penalty: 11473.320312
	Iteration 14Q: 3 clusters Score -2038733 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -2038751.375000 Penalty: 11473.320312
	Iteration 15Q: 3 clusters Score -2038751 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -2038763.750000 Penalty: 11473.320312
	Iteration 16Q: 3 clusters Score -2038764 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -2038775.625000 Penalty: 11473.320312
	Iteration 17Q: 3 clusters Score -2038776 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -2038780.500000 Penalty: 11473.320312
	Iteration 18Q: 3 clusters Score -2038780 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -2038791.375000 Penalty: 11473.320312
	Iteration 19Q: 3 clusters Score -2038791 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -2038796.125000 Penalty: 11473.320312
	Iteration 20F: 3 clusters Score -2038796 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -2038804.625000 Penalty: 11473.320312
	Iteration 21Q: 3 clusters Score -2038805 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -2038810.500000 Penalty: 11473.320312
	Iteration 22Q: 3 clusters Score -2038810 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -2038815.625000 Penalty: 11473.320312
	Iteration 23Q: 3 clusters Score -2038816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -2038812.875000 Penalty: 11473.320312
	Iteration 24Q: 3 clusters Score -2038813 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -2038815.000000 Penalty: 11473.320312
	Iteration 25Q: 3 clusters Score -2038815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -2038822.000000 Penalty: 11473.320312
	Iteration 26Q: 3 clusters Score -2038822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -2038820.875000 Penalty: 11473.320312
	Iteration 27Q: 3 clusters Score -2038821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -2038821.500000 Penalty: 11473.320312
	Iteration 28Q: 3 clusters Score -2038822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -2038827.250000 Penalty: 11473.320312
	Iteration 29Q: 3 clusters Score -2038827 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -2038826.250000 Penalty: 11473.320312
	Iteration 30Q: 3 clusters Score -2038826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -2038830.750000 Penalty: 11473.320312
	Iteration 31Q: 3 clusters Score -2038831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -2038830.500000 Penalty: 11473.320312
	Iteration 32Q: 3 clusters Score -2038830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -2038835.750000 Penalty: 11473.320312
	Iteration 33Q: 3 clusters Score -2038836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -2038836.500000 Penalty: 11473.320312
	Iteration 34Q: 3 clusters Score -2038836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -2038832.125000 Penalty: 11473.320312
	Iteration 35Q: 3 clusters Score -2038832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -2038833.500000 Penalty: 11473.320312
	Iteration 36Q: 3 clusters Score -2038834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -2038832.125000 Penalty: 11473.320312
	Iteration 37Q: 3 clusters Score -2038832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -2038831.250000 Penalty: 11473.320312
	Iteration 38Q: 3 clusters Score -2038831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -2038838.625000 Penalty: 11473.320312
	Iteration 39Q: 3 clusters Score -2038839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -2038839.250000 Penalty: 11473.320312
	Iteration 40F: 3 clusters Score -2038839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -2038841.250000 Penalty: 11473.320312
	Iteration 41Q: 3 clusters Score -2038841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -2038841.875000 Penalty: 11473.320312
	Iteration 42Q: 3 clusters Score -2038842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -2038843.375000 Penalty: 11473.320312
	Iteration 43Q: 3 clusters Score -2038843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -2038845.000000 Penalty: 11473.320312
	Iteration 44Q: 3 clusters Score -2038845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -2038847.875000 Penalty: 11473.320312
	Iteration 45Q: 3 clusters Score -2038848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -2038849.375000 Penalty: 11473.320312
	Iteration 46Q: 3 clusters Score -2038849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -2038846.375000 Penalty: 11473.320312
	Iteration 47Q: 3 clusters Score -2038846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -2038848.750000 Penalty: 11473.320312
	Iteration 48Q: 3 clusters Score -2038849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -2038849.500000 Penalty: 11473.320312
	Iteration 49Q: 3 clusters Score -2038850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -2038846.875000 Penalty: 11473.320312
	Iteration 50Q: 3 clusters Score -2038847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -2038846.125000 Penalty: 11473.320312
	Iteration 51Q: 3 clusters Score -2038846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -2038846.125000 Penalty: 11473.320312
	Iteration 52F: 3 clusters Score -2038846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (35917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35917 members 
Entering Unmasked Estep 
Score: -5929234.500000 Penalty: 6424.491699
	Iteration 0F: 2 clusters Score -5929234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -5902470.000000 Penalty: 12848.983398
	Iteration 0F: 3 clusters Score -5902470 nChanged 15605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -5910912.500000 Penalty: 12848.983398
	Iteration 1F: 3 clusters Score -5910912 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -5911729.000000 Penalty: 12848.983398
	Iteration 2F: 3 clusters Score -5911729 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -5912383.500000 Penalty: 12848.983398
	Iteration 3Q: 3 clusters Score -5912384 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -5912882.500000 Penalty: 12848.983398
	Iteration 4Q: 3 clusters Score -5912882 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -5913335.500000 Penalty: 12848.983398
	Iteration 5Q: 3 clusters Score -5913336 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -5913707.500000 Penalty: 12848.983398
	Iteration 6Q: 3 clusters Score -5913708 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -5914002.500000 Penalty: 12848.983398
	Iteration 7Q: 3 clusters Score -5914002 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -5914312.000000 Penalty: 12848.983398
	Iteration 8Q: 3 clusters Score -5914312 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -5914618.000000 Penalty: 12848.983398
	Iteration 9Q: 3 clusters Score -5914618 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -5914961.500000 Penalty: 12848.983398
	Iteration 10Q: 3 clusters Score -5914962 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -5915354.500000 Penalty: 12848.983398
	Iteration 11Q: 3 clusters Score -5915354 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23509 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -5915814.000000 Penalty: 12848.983398
	Iteration 12Q: 3 clusters Score -5915814 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -5916423.500000 Penalty: 12848.983398
	Iteration 13Q: 3 clusters Score -5916424 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -5917076.500000 Penalty: 12848.983398
	Iteration 14Q: 3 clusters Score -5917076 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26853 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -5917837.500000 Penalty: 12848.983398
	Iteration 15Q: 3 clusters Score -5917838 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28150 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -5918674.000000 Penalty: 12848.983398
	Iteration 16Q: 3 clusters Score -5918674 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29409 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -5919523.500000 Penalty: 12848.983398
	Iteration 17Q: 3 clusters Score -5919524 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30603 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -5920392.000000 Penalty: 12848.983398
	Iteration 18Q: 3 clusters Score -5920392 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31611 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -5921085.500000 Penalty: 12848.983398
	Iteration 19Q: 3 clusters Score -5921086 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32467 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -5921719.500000 Penalty: 12848.983398
	Iteration 20F: 3 clusters Score -5921720 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33155 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -5922210.500000 Penalty: 12848.983398
	Iteration 21Q: 3 clusters Score -5922210 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33652 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -5922613.500000 Penalty: 12848.983398
	Iteration 22Q: 3 clusters Score -5922614 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33995 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -5922888.000000 Penalty: 12848.983398
	Iteration 23Q: 3 clusters Score -5922888 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -5923071.500000 Penalty: 12848.983398
	Iteration 24Q: 3 clusters Score -5923072 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34386 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -5923178.500000 Penalty: 12848.983398
	Iteration 25Q: 3 clusters Score -5923178 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34487 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -5923258.000000 Penalty: 12848.983398
	Iteration 26Q: 3 clusters Score -5923258 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34575 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -5923331.500000 Penalty: 12848.983398
	Iteration 27Q: 3 clusters Score -5923332 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34637 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -5923386.500000 Penalty: 12848.983398
	Iteration 28Q: 3 clusters Score -5923386 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34686 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -5923422.000000 Penalty: 12848.983398
	Iteration 29Q: 3 clusters Score -5923422 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34719 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -5923461.500000 Penalty: 12848.983398
	Iteration 30Q: 3 clusters Score -5923462 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34747 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -5923494.000000 Penalty: 12848.983398
	Iteration 31Q: 3 clusters Score -5923494 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34769 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -5923520.000000 Penalty: 12848.983398
	Iteration 32Q: 3 clusters Score -5923520 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34793 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -5923537.500000 Penalty: 12848.983398
	Iteration 33Q: 3 clusters Score -5923538 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34820 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -5923553.500000 Penalty: 12848.983398
	Iteration 34Q: 3 clusters Score -5923554 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34841 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -5923580.000000 Penalty: 12848.983398
	Iteration 35Q: 3 clusters Score -5923580 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34857 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -5923594.000000 Penalty: 12848.983398
	Iteration 36Q: 3 clusters Score -5923594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34864 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -5923601.000000 Penalty: 12848.983398
	Iteration 37Q: 3 clusters Score -5923601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34868 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -5923604.000000 Penalty: 12848.983398
	Iteration 38Q: 3 clusters Score -5923604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34875 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -5923603.000000 Penalty: 12848.983398
	Iteration 39Q: 3 clusters Score -5923603 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34883 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -5923613.500000 Penalty: 12848.983398
	Iteration 40F: 3 clusters Score -5923614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34890 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -5923625.000000 Penalty: 12848.983398
	Iteration 41Q: 3 clusters Score -5923625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34899 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -5923632.000000 Penalty: 12848.983398
	Iteration 42Q: 3 clusters Score -5923632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34906 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -5923633.000000 Penalty: 12848.983398
	Iteration 43Q: 3 clusters Score -5923633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34913 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -5923643.500000 Penalty: 12848.983398
	Iteration 44Q: 3 clusters Score -5923644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34916 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -5923653.000000 Penalty: 12848.983398
	Iteration 45Q: 3 clusters Score -5923653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34917 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -5923642.000000 Penalty: 12848.983398
	Iteration 46Q: 3 clusters Score -5923642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34917 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -5923642.000000 Penalty: 12848.983398
	Iteration 47F: 3 clusters Score -5923642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Entering Unmasked Estep 
Score: -810501.562500 Penalty: 5271.360352
	Iteration 0F: 2 clusters Score -810501.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -803413.937500 Penalty: 10542.720703
	Iteration 0F: 3 clusters Score -803413.9 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -807900.562500 Penalty: 10542.720703
	Iteration 1F: 3 clusters Score -807900.6 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -814515.437500 Penalty: 10542.720703
	Iteration 2F: 3 clusters Score -814515.4 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -817627.375000 Penalty: 10542.720703
	Iteration 3F: 3 clusters Score -817627.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -819754.062500 Penalty: 10542.720703
	Iteration 4F: 3 clusters Score -819754.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -822671.750000 Penalty: 10542.720703
	Iteration 5Q: 3 clusters Score -822671.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -823748.562500 Penalty: 10542.720703
	Iteration 6Q: 3 clusters Score -823748.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -824555.562500 Penalty: 10542.720703
	Iteration 7Q: 3 clusters Score -824555.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -824677.312500 Penalty: 10542.720703
	Iteration 8Q: 3 clusters Score -824677.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -824723.937500 Penalty: 10542.720703
	Iteration 9Q: 3 clusters Score -824723.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -824735.500000 Penalty: 10542.720703
	Iteration 10Q: 3 clusters Score -824735.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -824739.937500 Penalty: 10542.720703
	Iteration 11Q: 3 clusters Score -824739.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -824747.000000 Penalty: 10542.720703
	Iteration 12Q: 3 clusters Score -824747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -824749.875000 Penalty: 10542.720703
	Iteration 13Q: 3 clusters Score -824749.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -824761.687500 Penalty: 10542.720703
	Iteration 14F: 3 clusters Score -824761.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -824770.750000 Penalty: 10542.720703
	Iteration 15Q: 3 clusters Score -824770.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -824778.187500 Penalty: 10542.720703
	Iteration 16Q: 3 clusters Score -824778.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -824776.812500 Penalty: 10542.720703
	Iteration 17Q: 3 clusters Score -824776.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -824776.812500 Penalty: 10542.720703
	Iteration 18F: 3 clusters Score -824776.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 41648 members 
Mstep: Class 3 contains 576289 members 
Mstep: Class 4 contains 3927 members 
Mstep: Class 5 contains 24808 members 
Mstep: Class 6 contains 2310 members 
Mstep: Class 7 contains 265005 members 
Mstep: Class 8 contains 11684 members 
Mstep: Class 11 contains 35917 members 
Mstep: Class 12 contains 1539 members 
Mstep: Class 14 contains 45966 members 
Mstep: Class 15 contains 7703 members 
Mstep: Class 16 contains 21223 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 216161 members 
Mstep: Class 19 contains 90621 members 
Entering Unmasked Estep 
Score: -233274016.000000 Penalty: 138507.703125
Splitting cluster 12 changes total score from -233258480.000000 to -233274016.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 14 (45966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45966 members 
Entering Unmasked Estep 
Score: -7931828.500000 Penalty: 6575.590332
	Iteration 0F: 2 clusters Score -7931828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -7898911.500000 Penalty: 13151.180664
	Iteration 0F: 3 clusters Score -7898912 nChanged 19971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23528 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -7909738.000000 Penalty: 13151.180664
	Iteration 1F: 3 clusters Score -7909738 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -7910874.000000 Penalty: 13151.180664
	Iteration 2F: 3 clusters Score -7910874 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -7911854.500000 Penalty: 13151.180664
	Iteration 3Q: 3 clusters Score -7911854 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -7912809.000000 Penalty: 13151.180664
	Iteration 4Q: 3 clusters Score -7912809 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -7913840.500000 Penalty: 13151.180664
	Iteration 5Q: 3 clusters Score -7913840 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -7915039.000000 Penalty: 13151.180664
	Iteration 6Q: 3 clusters Score -7915039 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29883 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -7916337.500000 Penalty: 13151.180664
	Iteration 7Q: 3 clusters Score -7916338 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31718 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -7917824.000000 Penalty: 13151.180664
	Iteration 8F: 3 clusters Score -7917824 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33573 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -7919442.500000 Penalty: 13151.180664
	Iteration 9Q: 3 clusters Score -7919442 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35326 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -7921146.500000 Penalty: 13151.180664
	Iteration 10Q: 3 clusters Score -7921146 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36802 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -7922698.500000 Penalty: 13151.180664
	Iteration 11Q: 3 clusters Score -7922698 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37852 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -7923826.000000 Penalty: 13151.180664
	Iteration 12Q: 3 clusters Score -7923826 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38582 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -7924337.500000 Penalty: 13151.180664
	Iteration 13Q: 3 clusters Score -7924338 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39110 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -7924662.000000 Penalty: 13151.180664
	Iteration 14Q: 3 clusters Score -7924662 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39523 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -7924855.500000 Penalty: 13151.180664
	Iteration 15Q: 3 clusters Score -7924856 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39854 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -7925033.000000 Penalty: 13151.180664
	Iteration 16Q: 3 clusters Score -7925033 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40147 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -7925161.500000 Penalty: 13151.180664
	Iteration 17Q: 3 clusters Score -7925162 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40389 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -7925270.500000 Penalty: 13151.180664
	Iteration 18Q: 3 clusters Score -7925270 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40603 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -7925322.500000 Penalty: 13151.180664
	Iteration 19Q: 3 clusters Score -7925322 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40825 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -7925399.500000 Penalty: 13151.180664
	Iteration 20F: 3 clusters Score -7925400 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41025 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -7925461.000000 Penalty: 13151.180664
	Iteration 21Q: 3 clusters Score -7925461 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41202 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -7925532.000000 Penalty: 13151.180664
	Iteration 22Q: 3 clusters Score -7925532 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41346 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -7925590.500000 Penalty: 13151.180664
	Iteration 23Q: 3 clusters Score -7925590 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41484 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -7925650.500000 Penalty: 13151.180664
	Iteration 24Q: 3 clusters Score -7925650 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41591 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -7925690.000000 Penalty: 13151.180664
	Iteration 25Q: 3 clusters Score -7925690 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41706 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -7925720.500000 Penalty: 13151.180664
	Iteration 26Q: 3 clusters Score -7925720 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41810 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -7925749.500000 Penalty: 13151.180664
	Iteration 27Q: 3 clusters Score -7925750 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41908 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -7925775.000000 Penalty: 13151.180664
	Iteration 28Q: 3 clusters Score -7925775 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42018 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -7925822.000000 Penalty: 13151.180664
	Iteration 29Q: 3 clusters Score -7925822 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42130 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -7925899.000000 Penalty: 13151.180664
	Iteration 30Q: 3 clusters Score -7925899 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42229 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -7925942.500000 Penalty: 13151.180664
	Iteration 31Q: 3 clusters Score -7925942 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42313 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -7925980.500000 Penalty: 13151.180664
	Iteration 32Q: 3 clusters Score -7925980 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42385 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -7925999.000000 Penalty: 13151.180664
	Iteration 33Q: 3 clusters Score -7925999 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42459 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -7925999.000000 Penalty: 13151.180664
	Iteration 34Q: 3 clusters Score -7925999 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42536 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -7926030.000000 Penalty: 13151.180664
	Iteration 35Q: 3 clusters Score -7926030 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42610 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -7926062.000000 Penalty: 13151.180664
	Iteration 36Q: 3 clusters Score -7926062 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42679 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -7926076.500000 Penalty: 13151.180664
	Iteration 37Q: 3 clusters Score -7926076 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42730 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -7926089.000000 Penalty: 13151.180664
	Iteration 38Q: 3 clusters Score -7926089 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42772 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -7926107.000000 Penalty: 13151.180664
	Iteration 39Q: 3 clusters Score -7926107 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42817 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -7926109.000000 Penalty: 13151.180664
	Iteration 40F: 3 clusters Score -7926109 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42853 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -7926119.000000 Penalty: 13151.180664
	Iteration 41Q: 3 clusters Score -7926119 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42888 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -7926129.000000 Penalty: 13151.180664
	Iteration 42Q: 3 clusters Score -7926129 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42918 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -7926139.000000 Penalty: 13151.180664
	Iteration 43Q: 3 clusters Score -7926139 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42941 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -7926157.500000 Penalty: 13151.180664
	Iteration 44Q: 3 clusters Score -7926158 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42959 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -7926168.000000 Penalty: 13151.180664
	Iteration 45Q: 3 clusters Score -7926168 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42980 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -7926176.500000 Penalty: 13151.180664
	Iteration 46Q: 3 clusters Score -7926176 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43000 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -7926176.500000 Penalty: 13151.180664
	Iteration 47Q: 3 clusters Score -7926176 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43024 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -7926172.000000 Penalty: 13151.180664
	Iteration 48Q: 3 clusters Score -7926172 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43048 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -7926178.000000 Penalty: 13151.180664
	Iteration 49Q: 3 clusters Score -7926178 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43067 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -7926192.500000 Penalty: 13151.180664
	Iteration 50Q: 3 clusters Score -7926192 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43088 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -7926201.000000 Penalty: 13151.180664
	Iteration 51Q: 3 clusters Score -7926201 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43100 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -7926200.500000 Penalty: 13151.180664
	Iteration 52Q: 3 clusters Score -7926200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43106 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -7926208.000000 Penalty: 13151.180664
	Iteration 53Q: 3 clusters Score -7926208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43114 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -7926201.000000 Penalty: 13151.180664
	Iteration 54Q: 3 clusters Score -7926201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43120 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -7926202.500000 Penalty: 13151.180664
	Iteration 55Q: 3 clusters Score -7926202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43124 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -7926194.500000 Penalty: 13151.180664
	Iteration 56Q: 3 clusters Score -7926194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43127 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -7926196.000000 Penalty: 13151.180664
	Iteration 57Q: 3 clusters Score -7926196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43131 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -7926204.000000 Penalty: 13151.180664
	Iteration 58Q: 3 clusters Score -7926204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43134 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -7926202.000000 Penalty: 13151.180664
	Iteration 59Q: 3 clusters Score -7926202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43137 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -7926211.000000 Penalty: 13151.180664
	Iteration 60F: 3 clusters Score -7926211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43140 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -7926202.500000 Penalty: 13151.180664
	Iteration 61Q: 3 clusters Score -7926202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43141 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -7926200.000000 Penalty: 13151.180664
	Iteration 62Q: 3 clusters Score -7926200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43144 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -7926205.500000 Penalty: 13151.180664
	Iteration 63Q: 3 clusters Score -7926206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43148 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -7926208.000000 Penalty: 13151.180664
	Iteration 64Q: 3 clusters Score -7926208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43152 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -7926204.500000 Penalty: 13151.180664
	Iteration 65Q: 3 clusters Score -7926204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43156 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -7926212.000000 Penalty: 13151.180664
	Iteration 66Q: 3 clusters Score -7926212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43160 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -7926206.000000 Penalty: 13151.180664
	Iteration 67Q: 3 clusters Score -7926206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43165 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -7926207.500000 Penalty: 13151.180664
	Iteration 68Q: 3 clusters Score -7926208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43167 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -7926220.000000 Penalty: 13151.180664
	Iteration 69Q: 3 clusters Score -7926220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43172 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -7926229.000000 Penalty: 13151.180664
	Iteration 70Q: 3 clusters Score -7926229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43176 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -7926230.500000 Penalty: 13151.180664
	Iteration 71Q: 3 clusters Score -7926230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43178 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -7926234.500000 Penalty: 13151.180664
	Iteration 72Q: 3 clusters Score -7926234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43178 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -7926234.500000 Penalty: 13151.180664
	Iteration 73F: 3 clusters Score -7926234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Entering Unmasked Estep 
Score: -1292817.500000 Penalty: 5481.486328
	Iteration 0F: 2 clusters Score -1292818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1284062.750000 Penalty: 10962.972656
	Iteration 0F: 3 clusters Score -1284063 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1286795.125000 Penalty: 10962.972656
	Iteration 1F: 3 clusters Score -1286795 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1288992.625000 Penalty: 10962.972656
	Iteration 2F: 3 clusters Score -1288993 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1291509.250000 Penalty: 10962.972656
	Iteration 3F: 3 clusters Score -1291509 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1293336.500000 Penalty: 10962.972656
	Iteration 4F: 3 clusters Score -1293336 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1294205.750000 Penalty: 10962.972656
	Iteration 5F: 3 clusters Score -1294206 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1294659.750000 Penalty: 10962.972656
	Iteration 6Q: 3 clusters Score -1294660 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1294914.250000 Penalty: 10962.972656
	Iteration 7Q: 3 clusters Score -1294914 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1295040.625000 Penalty: 10962.972656
	Iteration 8Q: 3 clusters Score -1295041 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1295112.250000 Penalty: 10962.972656
	Iteration 9Q: 3 clusters Score -1295112 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1295157.750000 Penalty: 10962.972656
	Iteration 10Q: 3 clusters Score -1295158 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1295186.000000 Penalty: 10962.972656
	Iteration 11Q: 3 clusters Score -1295186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1295207.500000 Penalty: 10962.972656
	Iteration 12Q: 3 clusters Score -1295208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1295224.125000 Penalty: 10962.972656
	Iteration 13Q: 3 clusters Score -1295224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1295255.750000 Penalty: 10962.972656
	Iteration 14Q: 3 clusters Score -1295256 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1295286.000000 Penalty: 10962.972656
	Iteration 15Q: 3 clusters Score -1295286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1295307.875000 Penalty: 10962.972656
	Iteration 16Q: 3 clusters Score -1295308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1295311.250000 Penalty: 10962.972656
	Iteration 17Q: 3 clusters Score -1295311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1295318.500000 Penalty: 10962.972656
	Iteration 18Q: 3 clusters Score -1295318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1295318.125000 Penalty: 10962.972656
	Iteration 19Q: 3 clusters Score -1295318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1295319.750000 Penalty: 10962.972656
	Iteration 20F: 3 clusters Score -1295320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 41648 members 
Mstep: Class 3 contains 576289 members 
Mstep: Class 4 contains 3927 members 
Mstep: Class 5 contains 24808 members 
Mstep: Class 6 contains 2310 members 
Mstep: Class 7 contains 265005 members 
Mstep: Class 8 contains 11684 members 
Mstep: Class 9 contains 6642 members 
Mstep: Class 11 contains 35917 members 
Mstep: Class 12 contains 1539 members 
Mstep: Class 14 contains 45966 members 
Mstep: Class 15 contains 1061 members 
Mstep: Class 16 contains 21223 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 216161 members 
Mstep: Class 19 contains 90621 members 
Entering Unmasked Estep 
Score: -233273840.000000 Penalty: 147164.437500
Splitting cluster 15 changes total score from -233258480.000000 to -233273840.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 16 (21223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Entering Unmasked Estep 
Score: -3680257.750000 Penalty: 6102.240234
	Iteration 0F: 2 clusters Score -3680258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -3663093.250000 Penalty: 12204.480469
	Iteration 0F: 3 clusters Score -3663093 nChanged 8585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -3667688.000000 Penalty: 12204.480469
	Iteration 1F: 3 clusters Score -3667688 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -3668401.750000 Penalty: 12204.480469
	Iteration 2F: 3 clusters Score -3668402 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -3668995.250000 Penalty: 12204.480469
	Iteration 3F: 3 clusters Score -3668995 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -3669474.500000 Penalty: 12204.480469
	Iteration 4Q: 3 clusters Score -3669474 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -3670130.250000 Penalty: 12204.480469
	Iteration 5Q: 3 clusters Score -3670130 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -3671014.500000 Penalty: 12204.480469
	Iteration 6Q: 3 clusters Score -3671014 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -3672065.750000 Penalty: 12204.480469
	Iteration 7F: 3 clusters Score -3672066 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -3672931.250000 Penalty: 12204.480469
	Iteration 8F: 3 clusters Score -3672931 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -3673662.000000 Penalty: 12204.480469
	Iteration 9F: 3 clusters Score -3673662 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -3674275.500000 Penalty: 12204.480469
	Iteration 10Q: 3 clusters Score -3674276 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -3674774.750000 Penalty: 12204.480469
	Iteration 11Q: 3 clusters Score -3674775 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -3675179.750000 Penalty: 12204.480469
	Iteration 12Q: 3 clusters Score -3675180 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -3675482.500000 Penalty: 12204.480469
	Iteration 13Q: 3 clusters Score -3675482 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -3675735.250000 Penalty: 12204.480469
	Iteration 14Q: 3 clusters Score -3675735 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -3675967.000000 Penalty: 12204.480469
	Iteration 15Q: 3 clusters Score -3675967 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -3676167.500000 Penalty: 12204.480469
	Iteration 16Q: 3 clusters Score -3676168 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -3676335.750000 Penalty: 12204.480469
	Iteration 17Q: 3 clusters Score -3676336 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -3676492.000000 Penalty: 12204.480469
	Iteration 18Q: 3 clusters Score -3676492 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -3676599.000000 Penalty: 12204.480469
	Iteration 19Q: 3 clusters Score -3676599 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -3676697.250000 Penalty: 12204.480469
	Iteration 20F: 3 clusters Score -3676697 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -3676761.500000 Penalty: 12204.480469
	Iteration 21Q: 3 clusters Score -3676762 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -3676843.000000 Penalty: 12204.480469
	Iteration 22Q: 3 clusters Score -3676843 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -3676904.250000 Penalty: 12204.480469
	Iteration 23Q: 3 clusters Score -3676904 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -3676960.250000 Penalty: 12204.480469
	Iteration 24Q: 3 clusters Score -3676960 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -3677003.500000 Penalty: 12204.480469
	Iteration 25Q: 3 clusters Score -3677004 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -3677012.250000 Penalty: 12204.480469
	Iteration 26Q: 3 clusters Score -3677012 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -3677055.750000 Penalty: 12204.480469
	Iteration 27Q: 3 clusters Score -3677056 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -3677087.000000 Penalty: 12204.480469
	Iteration 28Q: 3 clusters Score -3677087 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -3677123.250000 Penalty: 12204.480469
	Iteration 29Q: 3 clusters Score -3677123 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -3677149.750000 Penalty: 12204.480469
	Iteration 30Q: 3 clusters Score -3677150 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -3677162.000000 Penalty: 12204.480469
	Iteration 31Q: 3 clusters Score -3677162 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -3677177.250000 Penalty: 12204.480469
	Iteration 32Q: 3 clusters Score -3677177 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -3677196.000000 Penalty: 12204.480469
	Iteration 33Q: 3 clusters Score -3677196 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -3677206.250000 Penalty: 12204.480469
	Iteration 34Q: 3 clusters Score -3677206 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -3677217.750000 Penalty: 12204.480469
	Iteration 35Q: 3 clusters Score -3677218 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -3677221.250000 Penalty: 12204.480469
	Iteration 36Q: 3 clusters Score -3677221 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -3677233.750000 Penalty: 12204.480469
	Iteration 37Q: 3 clusters Score -3677234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -3677248.750000 Penalty: 12204.480469
	Iteration 38Q: 3 clusters Score -3677249 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -3677251.500000 Penalty: 12204.480469
	Iteration 39Q: 3 clusters Score -3677252 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -3677261.000000 Penalty: 12204.480469
	Iteration 40F: 3 clusters Score -3677261 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -3677263.750000 Penalty: 12204.480469
	Iteration 41Q: 3 clusters Score -3677264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -3677267.500000 Penalty: 12204.480469
	Iteration 42Q: 3 clusters Score -3677268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -3677266.500000 Penalty: 12204.480469
	Iteration 43Q: 3 clusters Score -3677266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -3677270.750000 Penalty: 12204.480469
	Iteration 44Q: 3 clusters Score -3677271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -3677265.750000 Penalty: 12204.480469
	Iteration 45Q: 3 clusters Score -3677266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -3677264.250000 Penalty: 12204.480469
	Iteration 46Q: 3 clusters Score -3677264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -3677275.000000 Penalty: 12204.480469
	Iteration 47Q: 3 clusters Score -3677275 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -3677291.750000 Penalty: 12204.480469
	Iteration 48Q: 3 clusters Score -3677292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -3677293.000000 Penalty: 12204.480469
	Iteration 49Q: 3 clusters Score -3677293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -3677307.500000 Penalty: 12204.480469
	Iteration 50Q: 3 clusters Score -3677308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -3677317.250000 Penalty: 12204.480469
	Iteration 51Q: 3 clusters Score -3677317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -3677322.000000 Penalty: 12204.480469
	Iteration 52Q: 3 clusters Score -3677322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -3677327.000000 Penalty: 12204.480469
	Iteration 53Q: 3 clusters Score -3677327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -3677329.000000 Penalty: 12204.480469
	Iteration 54Q: 3 clusters Score -3677329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -3677321.500000 Penalty: 12204.480469
	Iteration 55Q: 3 clusters Score -3677322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -3677326.250000 Penalty: 12204.480469
	Iteration 56Q: 3 clusters Score -3677326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -3677325.000000 Penalty: 12204.480469
	Iteration 57Q: 3 clusters Score -3677325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -3677325.000000 Penalty: 12204.480469
	Iteration 58F: 3 clusters Score -3677325 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Entering Unmasked Estep 
Score: -734456.125000 Penalty: 5177.316406
	Iteration 0F: 2 clusters Score -734456.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -727941.937500 Penalty: 10354.632812
	Iteration 0F: 3 clusters Score -727941.9 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -729837.812500 Penalty: 10354.632812
	Iteration 1F: 3 clusters Score -729837.8 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -731197.187500 Penalty: 10354.632812
	Iteration 2F: 3 clusters Score -731197.2 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -732540.812500 Penalty: 10354.632812
	Iteration 3F: 3 clusters Score -732540.8 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -734231.750000 Penalty: 10354.632812
	Iteration 4F: 3 clusters Score -734231.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -735599.937500 Penalty: 10354.632812
	Iteration 5F: 3 clusters Score -735599.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -736052.625000 Penalty: 10354.632812
	Iteration 6Q: 3 clusters Score -736052.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -736226.375000 Penalty: 10354.632812
	Iteration 7Q: 3 clusters Score -736226.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -736297.687500 Penalty: 10354.632812
	Iteration 8Q: 3 clusters Score -736297.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -736323.937500 Penalty: 10354.632812
	Iteration 9Q: 3 clusters Score -736323.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -736339.312500 Penalty: 10354.632812
	Iteration 10Q: 3 clusters Score -736339.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -736350.312500 Penalty: 10354.632812
	Iteration 11Q: 3 clusters Score -736350.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -736353.875000 Penalty: 10354.632812
	Iteration 12Q: 3 clusters Score -736353.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -736472.000000 Penalty: 10354.632812
	Iteration 13F: 3 clusters Score -736472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -736836.250000 Penalty: 10354.632812
	Iteration 14Q: 3 clusters Score -736836.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -737056.187500 Penalty: 10354.632812
	Iteration 15Q: 3 clusters Score -737056.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -737269.625000 Penalty: 10354.632812
	Iteration 16Q: 3 clusters Score -737269.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -737373.812500 Penalty: 10354.632812
	Iteration 17Q: 3 clusters Score -737373.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -737392.812500 Penalty: 10354.632812
	Iteration 18Q: 3 clusters Score -737392.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -737410.312500 Penalty: 10354.632812
	Iteration 19Q: 3 clusters Score -737410.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -737410.500000 Penalty: 10354.632812
	Iteration 20F: 3 clusters Score -737410.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -737412.250000 Penalty: 10354.632812
	Iteration 21Q: 3 clusters Score -737412.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -737413.000000 Penalty: 10354.632812
	Iteration 22Q: 3 clusters Score -737413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -737413.000000 Penalty: 10354.632812
	Iteration 23F: 3 clusters Score -737413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 41648 members 
Mstep: Class 3 contains 576289 members 
Mstep: Class 4 contains 3927 members 
Mstep: Class 5 contains 24808 members 
Mstep: Class 6 contains 2310 members 
Mstep: Class 7 contains 265005 members 
Mstep: Class 8 contains 11684 members 
Mstep: Class 9 contains 6642 members 
Mstep: Class 10 contains 721 members 
Mstep: Class 11 contains 35917 members 
Mstep: Class 12 contains 1539 members 
Mstep: Class 14 contains 45966 members 
Mstep: Class 15 contains 1061 members 
Mstep: Class 16 contains 21223 members 
Mstep: Class 17 contains 3967 members 
Mstep: Class 18 contains 216161 members 
Mstep: Class 19 contains 90621 members 
Entering Unmasked Estep 
Score: -233272848.000000 Penalty: 155821.171875
Splitting cluster 17 changes total score from -233258480.000000 to -233272848.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 18 (216161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216161 members 
Entering Unmasked Estep 
Score: -37239812.000000 Penalty: 7523.814941
	Iteration 0F: 2 clusters Score -3.723981e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108207 members 
Mstep: Class 2 contains 107954 members 
Entering Unmasked Estep 
Score: -37096168.000000 Penalty: 15047.629883
	Iteration 0F: 3 clusters Score -3.709617e+07 nChanged 101711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108586 members 
Mstep: Class 2 contains 107575 members 
Entering Unmasked Estep 
Score: -37154292.000000 Penalty: 15047.629883
	Iteration 1F: 3 clusters Score -3.715429e+07 nChanged 7167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109005 members 
Mstep: Class 2 contains 107156 members 
Entering Unmasked Estep 
Score: -37156408.000000 Penalty: 15047.629883
	Iteration 2Q: 3 clusters Score -3.715641e+07 nChanged 7412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109733 members 
Mstep: Class 2 contains 106428 members 
Entering Unmasked Estep 
Score: -37158476.000000 Penalty: 15047.629883
	Iteration 3Q: 3 clusters Score -3.715848e+07 nChanged 7916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110815 members 
Mstep: Class 2 contains 105346 members 
Entering Unmasked Estep 
Score: -37161208.000000 Penalty: 15047.629883
	Iteration 4Q: 3 clusters Score -3.716121e+07 nChanged 9005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112580 members 
Mstep: Class 2 contains 103581 members 
Entering Unmasked Estep 
Score: -37165192.000000 Penalty: 15047.629883
	Iteration 5Q: 3 clusters Score -3.716519e+07 nChanged 10566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115234 members 
Mstep: Class 2 contains 100927 members 
Entering Unmasked Estep 
Score: -37171004.000000 Penalty: 15047.629883
	Iteration 6Q: 3 clusters Score -3.7171e+07 nChanged 12222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119040 members 
Mstep: Class 2 contains 97121 members 
Entering Unmasked Estep 
Score: -37177932.000000 Penalty: 15047.629883
	Iteration 7F: 3 clusters Score -3.717793e+07 nChanged 13253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123869 members 
Mstep: Class 2 contains 92292 members 
Entering Unmasked Estep 
Score: -37186488.000000 Penalty: 15047.629883
	Iteration 8F: 3 clusters Score -3.718649e+07 nChanged 13361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128968 members 
Mstep: Class 2 contains 87193 members 
Entering Unmasked Estep 
Score: -37194196.000000 Penalty: 15047.629883
	Iteration 9F: 3 clusters Score -3.71942e+07 nChanged 12497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133831 members 
Mstep: Class 2 contains 82330 members 
Entering Unmasked Estep 
Score: -37201836.000000 Penalty: 15047.629883
	Iteration 10F: 3 clusters Score -3.720184e+07 nChanged 11112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138355 members 
Mstep: Class 2 contains 77806 members 
Entering Unmasked Estep 
Score: -37208180.000000 Penalty: 15047.629883
	Iteration 11F: 3 clusters Score -3.720818e+07 nChanged 9085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142154 members 
Mstep: Class 2 contains 74007 members 
Entering Unmasked Estep 
Score: -37212880.000000 Penalty: 15047.629883
	Iteration 12Q: 3 clusters Score -3.721288e+07 nChanged 6811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145463 members 
Mstep: Class 2 contains 70698 members 
Entering Unmasked Estep 
Score: -37215948.000000 Penalty: 15047.629883
	Iteration 13Q: 3 clusters Score -3.721595e+07 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148577 members 
Mstep: Class 2 contains 67584 members 
Entering Unmasked Estep 
Score: -37217816.000000 Penalty: 15047.629883
	Iteration 14Q: 3 clusters Score -3.721782e+07 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151595 members 
Mstep: Class 2 contains 64566 members 
Entering Unmasked Estep 
Score: -37218860.000000 Penalty: 15047.629883
	Iteration 15Q: 3 clusters Score -3.721886e+07 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154654 members 
Mstep: Class 2 contains 61507 members 
Entering Unmasked Estep 
Score: -37220092.000000 Penalty: 15047.629883
	Iteration 16Q: 3 clusters Score -3.722009e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157638 members 
Mstep: Class 2 contains 58523 members 
Entering Unmasked Estep 
Score: -37221080.000000 Penalty: 15047.629883
	Iteration 17Q: 3 clusters Score -3.722108e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160646 members 
Mstep: Class 2 contains 55515 members 
Entering Unmasked Estep 
Score: -37222244.000000 Penalty: 15047.629883
	Iteration 18Q: 3 clusters Score -3.722224e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163643 members 
Mstep: Class 2 contains 52518 members 
Entering Unmasked Estep 
Score: -37223528.000000 Penalty: 15047.629883
	Iteration 19Q: 3 clusters Score -3.722353e+07 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166606 members 
Mstep: Class 2 contains 49555 members 
Entering Unmasked Estep 
Score: -37224720.000000 Penalty: 15047.629883
	Iteration 20F: 3 clusters Score -3.722472e+07 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169546 members 
Mstep: Class 2 contains 46615 members 
Entering Unmasked Estep 
Score: -37226252.000000 Penalty: 15047.629883
	Iteration 21Q: 3 clusters Score -3.722625e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172411 members 
Mstep: Class 2 contains 43750 members 
Entering Unmasked Estep 
Score: -37227688.000000 Penalty: 15047.629883
	Iteration 22Q: 3 clusters Score -3.722769e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175097 members 
Mstep: Class 2 contains 41064 members 
Entering Unmasked Estep 
Score: -37229260.000000 Penalty: 15047.629883
	Iteration 23Q: 3 clusters Score -3.722926e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177508 members 
Mstep: Class 2 contains 38653 members 
Entering Unmasked Estep 
Score: -37230708.000000 Penalty: 15047.629883
	Iteration 24Q: 3 clusters Score -3.723071e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179705 members 
Mstep: Class 2 contains 36456 members 
Entering Unmasked Estep 
Score: -37232208.000000 Penalty: 15047.629883
	Iteration 25Q: 3 clusters Score -3.723221e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181653 members 
Mstep: Class 2 contains 34508 members 
Entering Unmasked Estep 
Score: -37233512.000000 Penalty: 15047.629883
	Iteration 26Q: 3 clusters Score -3.723351e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183325 members 
Mstep: Class 2 contains 32836 members 
Entering Unmasked Estep 
Score: -37234548.000000 Penalty: 15047.629883
	Iteration 27Q: 3 clusters Score -3.723455e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184759 members 
Mstep: Class 2 contains 31402 members 
Entering Unmasked Estep 
Score: -37235212.000000 Penalty: 15047.629883
	Iteration 28Q: 3 clusters Score -3.723521e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185953 members 
Mstep: Class 2 contains 30208 members 
Entering Unmasked Estep 
Score: -37235556.000000 Penalty: 15047.629883
	Iteration 29Q: 3 clusters Score -3.723556e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186980 members 
Mstep: Class 2 contains 29181 members 
Entering Unmasked Estep 
Score: -37236044.000000 Penalty: 15047.629883
	Iteration 30Q: 3 clusters Score -3.723604e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187863 members 
Mstep: Class 2 contains 28298 members 
Entering Unmasked Estep 
Score: -37236260.000000 Penalty: 15047.629883
	Iteration 31Q: 3 clusters Score -3.723626e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188657 members 
Mstep: Class 2 contains 27504 members 
Entering Unmasked Estep 
Score: -37236488.000000 Penalty: 15047.629883
	Iteration 32Q: 3 clusters Score -3.723649e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189327 members 
Mstep: Class 2 contains 26834 members 
Entering Unmasked Estep 
Score: -37236656.000000 Penalty: 15047.629883
	Iteration 33Q: 3 clusters Score -3.723666e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189874 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -37236788.000000 Penalty: 15047.629883
	Iteration 34Q: 3 clusters Score -3.723679e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190356 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -37236824.000000 Penalty: 15047.629883
	Iteration 35Q: 3 clusters Score -3.723682e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190752 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -37236828.000000 Penalty: 15047.629883
	Iteration 36Q: 3 clusters Score -3.723683e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191097 members 
Mstep: Class 2 contains 25064 members 
Entering Unmasked Estep 
Score: -37236928.000000 Penalty: 15047.629883
	Iteration 37Q: 3 clusters Score -3.723693e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191390 members 
Mstep: Class 2 contains 24771 members 
Entering Unmasked Estep 
Score: -37236924.000000 Penalty: 15047.629883
	Iteration 38Q: 3 clusters Score -3.723692e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191661 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -37236952.000000 Penalty: 15047.629883
	Iteration 39Q: 3 clusters Score -3.723695e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191897 members 
Mstep: Class 2 contains 24264 members 
Entering Unmasked Estep 
Score: -37237008.000000 Penalty: 15047.629883
	Iteration 40F: 3 clusters Score -3.723701e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192092 members 
Mstep: Class 2 contains 24069 members 
Entering Unmasked Estep 
Score: -37236992.000000 Penalty: 15047.629883
	Iteration 41Q: 3 clusters Score -3.723699e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192265 members 
Mstep: Class 2 contains 23896 members 
Entering Unmasked Estep 
Score: -37237000.000000 Penalty: 15047.629883
	Iteration 42Q: 3 clusters Score -3.7237e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192432 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -37236992.000000 Penalty: 15047.629883
	Iteration 43Q: 3 clusters Score -3.723699e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192576 members 
Mstep: Class 2 contains 23585 members 
Entering Unmasked Estep 
Score: -37236980.000000 Penalty: 15047.629883
	Iteration 44Q: 3 clusters Score -3.723698e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192712 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -37237020.000000 Penalty: 15047.629883
	Iteration 45Q: 3 clusters Score -3.723702e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192831 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -37237016.000000 Penalty: 15047.629883
	Iteration 46Q: 3 clusters Score -3.723702e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192933 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -37237044.000000 Penalty: 15047.629883
	Iteration 47Q: 3 clusters Score -3.723704e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193028 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -37237020.000000 Penalty: 15047.629883
	Iteration 48Q: 3 clusters Score -3.723702e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193107 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -37237044.000000 Penalty: 15047.629883
	Iteration 49Q: 3 clusters Score -3.723704e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193167 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -37237020.000000 Penalty: 15047.629883
	Iteration 50Q: 3 clusters Score -3.723702e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193218 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -37237028.000000 Penalty: 15047.629883
	Iteration 51Q: 3 clusters Score -3.723703e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193262 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -37237052.000000 Penalty: 15047.629883
	Iteration 52Q: 3 clusters Score -3.723705e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193305 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -37237068.000000 Penalty: 15047.629883
	Iteration 53Q: 3 clusters Score -3.723707e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193346 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -37237068.000000 Penalty: 15047.629883
	Iteration 54Q: 3 clusters Score -3.723707e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193391 members 
Mstep: Class 2 contains 22770 members 
Entering Unmasked Estep 
Score: -37237068.000000 Penalty: 15047.629883
	Iteration 55Q: 3 clusters Score -3.723707e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193446 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -37237088.000000 Penalty: 15047.629883
	Iteration 56Q: 3 clusters Score -3.723709e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193496 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -37237120.000000 Penalty: 15047.629883
	Iteration 57Q: 3 clusters Score -3.723712e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193543 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -37237084.000000 Penalty: 15047.629883
	Iteration 58Q: 3 clusters Score -3.723708e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193595 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -37237096.000000 Penalty: 15047.629883
	Iteration 59Q: 3 clusters Score -3.72371e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193654 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -37237088.000000 Penalty: 15047.629883
	Iteration 60F: 3 clusters Score -3.723709e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193691 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -37237128.000000 Penalty: 15047.629883
	Iteration 61Q: 3 clusters Score -3.723713e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193724 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -37237132.000000 Penalty: 15047.629883
	Iteration 62Q: 3 clusters Score -3.723713e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193760 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -37237164.000000 Penalty: 15047.629883
	Iteration 63Q: 3 clusters Score -3.723716e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193787 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -37237144.000000 Penalty: 15047.629883
	Iteration 64Q: 3 clusters Score -3.723714e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193827 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -37237112.000000 Penalty: 15047.629883
	Iteration 65Q: 3 clusters Score -3.723711e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193872 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -37237124.000000 Penalty: 15047.629883
	Iteration 66Q: 3 clusters Score -3.723712e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193914 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -37237092.000000 Penalty: 15047.629883
	Iteration 67Q: 3 clusters Score -3.723709e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193958 members 
Mstep: Class 2 contains 22203 members 
Entering Unmasked Estep 
Score: -37237080.000000 Penalty: 15047.629883
	Iteration 68Q: 3 clusters Score -3.723708e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194003 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -37237084.000000 Penalty: 15047.629883
	Iteration 69Q: 3 clusters Score -3.723708e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194054 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -37237092.000000 Penalty: 15047.629883
	Iteration 70Q: 3 clusters Score -3.723709e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194108 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -37237080.000000 Penalty: 15047.629883
	Iteration 71Q: 3 clusters Score -3.723708e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194153 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -37237116.000000 Penalty: 15047.629883
	Iteration 72Q: 3 clusters Score -3.723712e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194196 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -37237124.000000 Penalty: 15047.629883
	Iteration 73Q: 3 clusters Score -3.723712e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194228 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -37237104.000000 Penalty: 15047.629883
	Iteration 74Q: 3 clusters Score -3.72371e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194254 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -37237132.000000 Penalty: 15047.629883
	Iteration 75Q: 3 clusters Score -3.723713e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194281 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -37237136.000000 Penalty: 15047.629883
	Iteration 76Q: 3 clusters Score -3.723714e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194300 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -37237136.000000 Penalty: 15047.629883
	Iteration 77Q: 3 clusters Score -3.723714e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194319 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -37237156.000000 Penalty: 15047.629883
	Iteration 78Q: 3 clusters Score -3.723716e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194343 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -37237144.000000 Penalty: 15047.629883
	Iteration 79Q: 3 clusters Score -3.723714e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194370 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -37237108.000000 Penalty: 15047.629883
	Iteration 80F: 3 clusters Score -3.723711e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194394 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -37237144.000000 Penalty: 15047.629883
	Iteration 81Q: 3 clusters Score -3.723714e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194414 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -37237144.000000 Penalty: 15047.629883
	Iteration 82Q: 3 clusters Score -3.723714e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194433 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -37237120.000000 Penalty: 15047.629883
	Iteration 83Q: 3 clusters Score -3.723712e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194451 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -37237144.000000 Penalty: 15047.629883
	Iteration 84Q: 3 clusters Score -3.723714e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194468 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -37237136.000000 Penalty: 15047.629883
	Iteration 85Q: 3 clusters Score -3.723714e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194479 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -37237120.000000 Penalty: 15047.629883
	Iteration 86Q: 3 clusters Score -3.723712e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194496 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -37237136.000000 Penalty: 15047.629883
	Iteration 87Q: 3 clusters Score -3.723714e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194514 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -37237152.000000 Penalty: 15047.629883
	Iteration 88Q: 3 clusters Score -3.723715e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194549 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -37237160.000000 Penalty: 15047.629883
	Iteration 89Q: 3 clusters Score -3.723716e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194579 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -37237136.000000 Penalty: 15047.629883
	Iteration 90Q: 3 clusters Score -3.723714e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194602 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -37237084.000000 Penalty: 15047.629883
	Iteration 91Q: 3 clusters Score -3.723708e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194624 members 
Mstep: Class 2 contains 21537 members 
Entering Unmasked Estep 
Score: -37237084.000000 Penalty: 15047.629883
	Iteration 92Q: 3 clusters Score -3.723708e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194653 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -37237080.000000 Penalty: 15047.629883
	Iteration 93Q: 3 clusters Score -3.723708e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194680 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -37237068.000000 Penalty: 15047.629883
	Iteration 94Q: 3 clusters Score -3.723707e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194705 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
Score: -37237076.000000 Penalty: 15047.629883
	Iteration 95Q: 3 clusters Score -3.723708e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194734 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -37237080.000000 Penalty: 15047.629883
	Iteration 96Q: 3 clusters Score -3.723708e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194769 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -37237080.000000 Penalty: 15047.629883
	Iteration 97Q: 3 clusters Score -3.723708e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194798 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -37237064.000000 Penalty: 15047.629883
	Iteration 98Q: 3 clusters Score -3.723706e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194821 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -37237064.000000 Penalty: 15047.629883
	Iteration 99Q: 3 clusters Score -3.723706e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194847 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
Score: -37237072.000000 Penalty: 15047.629883
	Iteration 100F: 3 clusters Score -3.723707e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194873 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -37237100.000000 Penalty: 15047.629883
	Iteration 101Q: 3 clusters Score -3.72371e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194900 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -37237124.000000 Penalty: 15047.629883
	Iteration 102Q: 3 clusters Score -3.723712e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194925 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -37237112.000000 Penalty: 15047.629883
	Iteration 103Q: 3 clusters Score -3.723711e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194945 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -37237104.000000 Penalty: 15047.629883
	Iteration 104Q: 3 clusters Score -3.72371e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194967 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -37237124.000000 Penalty: 15047.629883
	Iteration 105Q: 3 clusters Score -3.723712e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194982 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -37237116.000000 Penalty: 15047.629883
	Iteration 106Q: 3 clusters Score -3.723712e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194995 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -37237128.000000 Penalty: 15047.629883
	Iteration 107Q: 3 clusters Score -3.723713e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195000 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -37237144.000000 Penalty: 15047.629883
	Iteration 108Q: 3 clusters Score -3.723714e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195002 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -37237124.000000 Penalty: 15047.629883
	Iteration 109Q: 3 clusters Score -3.723712e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195006 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -37237128.000000 Penalty: 15047.629883
	Iteration 110Q: 3 clusters Score -3.723713e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195009 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -37237116.000000 Penalty: 15047.629883
	Iteration 111Q: 3 clusters Score -3.723712e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195014 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -37237112.000000 Penalty: 15047.629883
	Iteration 112Q: 3 clusters Score -3.723711e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195018 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -37237100.000000 Penalty: 15047.629883
	Iteration 113Q: 3 clusters Score -3.72371e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195022 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -37237104.000000 Penalty: 15047.629883
	Iteration 114Q: 3 clusters Score -3.72371e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195025 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -37237112.000000 Penalty: 15047.629883
	Iteration 115Q: 3 clusters Score -3.723711e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195030 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -37237116.000000 Penalty: 15047.629883
	Iteration 116Q: 3 clusters Score -3.723712e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195038 members 
Mstep: Class 2 contains 21123 members 
Entering Unmasked Estep 
Score: -37237116.000000 Penalty: 15047.629883
	Iteration 117Q: 3 clusters Score -3.723712e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195046 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -37237136.000000 Penalty: 15047.629883
	Iteration 118Q: 3 clusters Score -3.723714e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195051 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -37237132.000000 Penalty: 15047.629883
	Iteration 119Q: 3 clusters Score -3.723713e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195054 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -37237128.000000 Penalty: 15047.629883
	Iteration 120F: 3 clusters Score -3.723713e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195058 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -37237112.000000 Penalty: 15047.629883
	Iteration 121Q: 3 clusters Score -3.723711e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195061 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -37237148.000000 Penalty: 15047.629883
	Iteration 122Q: 3 clusters Score -3.723715e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195062 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -37237136.000000 Penalty: 15047.629883
	Iteration 123Q: 3 clusters Score -3.723714e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195064 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -37237128.000000 Penalty: 15047.629883
	Iteration 124Q: 3 clusters Score -3.723713e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195065 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -37237116.000000 Penalty: 15047.629883
	Iteration 125Q: 3 clusters Score -3.723712e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195067 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -37237132.000000 Penalty: 15047.629883
	Iteration 126Q: 3 clusters Score -3.723713e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195072 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -37237120.000000 Penalty: 15047.629883
	Iteration 127Q: 3 clusters Score -3.723712e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195074 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -37237124.000000 Penalty: 15047.629883
	Iteration 128Q: 3 clusters Score -3.723712e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195075 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -37237116.000000 Penalty: 15047.629883
	Iteration 129Q: 3 clusters Score -3.723712e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195077 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -37237120.000000 Penalty: 15047.629883
	Iteration 130Q: 3 clusters Score -3.723712e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195078 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -37237120.000000 Penalty: 15047.629883
	Iteration 131Q: 3 clusters Score -3.723712e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195079 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -37237112.000000 Penalty: 15047.629883
	Iteration 132Q: 3 clusters Score -3.723711e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195080 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -37237108.000000 Penalty: 15047.629883
	Iteration 133Q: 3 clusters Score -3.723711e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195080 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -37237108.000000 Penalty: 15047.629883
	Iteration 134F: 3 clusters Score -3.723711e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (90621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90621 members 
Entering Unmasked Estep 
Score: -15196313.000000 Penalty: 6991.345215
	Iteration 0F: 2 clusters Score -1.519631e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45313 members 
Mstep: Class 2 contains 45308 members 
Entering Unmasked Estep 
Score: -15134253.000000 Penalty: 13982.690430
	Iteration 0F: 3 clusters Score -1.513425e+07 nChanged 41282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45849 members 
Mstep: Class 2 contains 44772 members 
Entering Unmasked Estep 
Score: -15157582.000000 Penalty: 13982.690430
	Iteration 1F: 3 clusters Score -1.515758e+07 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46758 members 
Mstep: Class 2 contains 43863 members 
Entering Unmasked Estep 
Score: -15161648.000000 Penalty: 13982.690430
	Iteration 2F: 3 clusters Score -1.516165e+07 nChanged 6567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49293 members 
Mstep: Class 2 contains 41328 members 
Entering Unmasked Estep 
Score: -15168052.000000 Penalty: 13982.690430
	Iteration 3F: 3 clusters Score -1.516805e+07 nChanged 8603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54016 members 
Mstep: Class 2 contains 36605 members 
Entering Unmasked Estep 
Score: -15176256.000000 Penalty: 13982.690430
	Iteration 4F: 3 clusters Score -1.517626e+07 nChanged 9584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60490 members 
Mstep: Class 2 contains 30131 members 
Entering Unmasked Estep 
Score: -15185306.000000 Penalty: 13982.690430
	Iteration 5F: 3 clusters Score -1.518531e+07 nChanged 8137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66647 members 
Mstep: Class 2 contains 23974 members 
Entering Unmasked Estep 
Score: -15191976.000000 Penalty: 13982.690430
	Iteration 6F: 3 clusters Score -1.519198e+07 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71028 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -15195660.000000 Penalty: 13982.690430
	Iteration 7F: 3 clusters Score -1.519566e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74021 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -15197790.000000 Penalty: 13982.690430
	Iteration 8Q: 3 clusters Score -1.519779e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76455 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -15199821.000000 Penalty: 13982.690430
	Iteration 9Q: 3 clusters Score -1.519982e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78462 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -15201625.000000 Penalty: 13982.690430
	Iteration 10Q: 3 clusters Score -1.520162e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79907 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -15202647.000000 Penalty: 13982.690430
	Iteration 11Q: 3 clusters Score -1.520265e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80909 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -15202998.000000 Penalty: 13982.690430
	Iteration 12Q: 3 clusters Score -1.5203e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81625 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -15203250.000000 Penalty: 13982.690430
	Iteration 13Q: 3 clusters Score -1.520325e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82128 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -15203383.000000 Penalty: 13982.690430
	Iteration 14Q: 3 clusters Score -1.520338e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82444 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -15203479.000000 Penalty: 13982.690430
	Iteration 15Q: 3 clusters Score -1.520348e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82696 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -15203535.000000 Penalty: 13982.690430
	Iteration 16Q: 3 clusters Score -1.520354e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82885 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -15203597.000000 Penalty: 13982.690430
	Iteration 17Q: 3 clusters Score -1.52036e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83031 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -15203582.000000 Penalty: 13982.690430
	Iteration 18Q: 3 clusters Score -1.520358e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83132 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -15203614.000000 Penalty: 13982.690430
	Iteration 19Q: 3 clusters Score -1.520361e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83202 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -15203620.000000 Penalty: 13982.690430
	Iteration 20F: 3 clusters Score -1.520362e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83250 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -15203621.000000 Penalty: 13982.690430
	Iteration 21Q: 3 clusters Score -1.520362e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83288 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -15203650.000000 Penalty: 13982.690430
	Iteration 22Q: 3 clusters Score -1.520365e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83322 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -15203631.000000 Penalty: 13982.690430
	Iteration 23Q: 3 clusters Score -1.520363e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83348 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -15203641.000000 Penalty: 13982.690430
	Iteration 24Q: 3 clusters Score -1.520364e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83370 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -15203639.000000 Penalty: 13982.690430
	Iteration 25Q: 3 clusters Score -1.520364e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83386 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -15203635.000000 Penalty: 13982.690430
	Iteration 26Q: 3 clusters Score -1.520364e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83397 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -15203637.000000 Penalty: 13982.690430
	Iteration 27Q: 3 clusters Score -1.520364e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83407 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -15203626.000000 Penalty: 13982.690430
	Iteration 28Q: 3 clusters Score -1.520363e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83417 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -15203625.000000 Penalty: 13982.690430
	Iteration 29Q: 3 clusters Score -1.520362e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83421 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -15203628.000000 Penalty: 13982.690430
	Iteration 30Q: 3 clusters Score -1.520363e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83424 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -15203623.000000 Penalty: 13982.690430
	Iteration 31Q: 3 clusters Score -1.520362e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83425 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -15203628.000000 Penalty: 13982.690430
	Iteration 32Q: 3 clusters Score -1.520363e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83427 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -15203631.000000 Penalty: 13982.690430
	Iteration 33Q: 3 clusters Score -1.520363e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83428 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -15203634.000000 Penalty: 13982.690430
	Iteration 34Q: 3 clusters Score -1.520363e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83428 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -15203634.000000 Penalty: 13982.690430
	Iteration 35F: 3 clusters Score -1.520363e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 41648 members 
Mstep: Class 3 contains 576289 members 
Mstep: Class 4 contains 3927 members 
Mstep: Class 5 contains 24808 members 
Mstep: Class 6 contains 2310 members 
Mstep: Class 7 contains 265005 members 
Mstep: Class 8 contains 11684 members 
Mstep: Class 9 contains 6642 members 
Mstep: Class 10 contains 721 members 
Mstep: Class 11 contains 35917 members 
Mstep: Class 12 contains 1539 members 
Mstep: Class 13 contains 7193 members 
Mstep: Class 14 contains 45966 members 
Mstep: Class 15 contains 1061 members 
Mstep: Class 16 contains 21223 members 
Mstep: Class 17 contains 3967 members 
Mstep: Class 18 contains 216161 members 
Mstep: Class 19 contains 83428 members 
Entering Unmasked Estep 
Score: -233278528.000000 Penalty: 164477.890625
Splitting cluster 19 changes total score from -233258480.000000 to -233278528.000000
So it's getting split into cluster 13.
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 41648 members 
Mstep: Class 3 contains 576289 members 
Mstep: Class 5 contains 24808 members 
Mstep: Class 6 contains 2310 members 
Mstep: Class 7 contains 265005 members 
Mstep: Class 8 contains 11684 members 
Mstep: Class 11 contains 35917 members 
Mstep: Class 12 contains 1539 members 
Mstep: Class 14 contains 45966 members 
Mstep: Class 15 contains 1061 members 
Mstep: Class 16 contains 21223 members 
Mstep: Class 17 contains 3967 members 
Mstep: Class 18 contains 216161 members 
Mstep: Class 19 contains 83428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233281664.000000 Penalty: 164477.890625
Iteration 39Q: 20 clusters Score -2.332817e+08 nChanged 12962
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24768 members 
Mstep: Class 2 contains 40893 members 
Mstep: Class 3 contains 570970 members 
Mstep: Class 4 contains 3924 members 
Mstep: Class 5 contains 24994 members 
Mstep: Class 6 contains 2219 members 
Mstep: Class 7 contains 268379 members 
Mstep: Class 8 contains 11708 members 
Mstep: Class 9 contains 6538 members 
Mstep: Class 10 contains 719 members 
Mstep: Class 11 contains 36027 members 
Mstep: Class 12 contains 1539 members 
Mstep: Class 13 contains 7191 members 
Mstep: Class 14 contains 46101 members 
Mstep: Class 15 contains 1024 members 
Mstep: Class 16 contains 21212 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 215175 members 
Mstep: Class 19 contains 86192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233288592.000000 Penalty: 164477.890625
Iteration 40F: 20 clusters Score -2.332886e+08 nChanged 11772
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 40452 members 
Mstep: Class 3 contains 567229 members 
Mstep: Class 4 contains 3925 members 
Mstep: Class 5 contains 25824 members 
Mstep: Class 6 contains 2122 members 
Mstep: Class 7 contains 269716 members 
Mstep: Class 8 contains 11710 members 
Mstep: Class 9 contains 7831 members 
Mstep: Class 10 contains 739 members 
Mstep: Class 11 contains 36151 members 
Mstep: Class 12 contains 1542 members 
Mstep: Class 13 contains 7283 members 
Mstep: Class 14 contains 46179 members 
Mstep: Class 15 contains 1043 members 
Mstep: Class 16 contains 21210 members 
Mstep: Class 17 contains 5193 members 
Mstep: Class 18 contains 213595 members 
Mstep: Class 19 contains 87779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233292448.000000 Penalty: 164477.890625
Iteration 41Q: 20 clusters Score -2.332924e+08 nChanged 10262
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 40178 members 
Mstep: Class 3 contains 564241 members 
Mstep: Class 4 contains 3924 members 
Mstep: Class 5 contains 26578 members 
Mstep: Class 6 contains 2037 members 
Mstep: Class 7 contains 271279 members 
Mstep: Class 8 contains 11710 members 
Mstep: Class 9 contains 8799 members 
Mstep: Class 10 contains 736 members 
Mstep: Class 11 contains 36222 members 
Mstep: Class 12 contains 1544 members 
Mstep: Class 13 contains 7405 members 
Mstep: Class 14 contains 46224 members 
Mstep: Class 15 contains 1055 members 
Mstep: Class 16 contains 21202 members 
Mstep: Class 17 contains 5561 members 
Mstep: Class 18 contains 212073 members 
Mstep: Class 19 contains 88785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233295392.000000 Penalty: 164477.890625
Iteration 42Q: 20 clusters Score -2.332954e+08 nChanged 9413
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 39954 members 
Mstep: Class 3 contains 561568 members 
Mstep: Class 4 contains 3923 members 
Mstep: Class 5 contains 27205 members 
Mstep: Class 6 contains 1966 members 
Mstep: Class 7 contains 273074 members 
Mstep: Class 8 contains 11693 members 
Mstep: Class 9 contains 9647 members 
Mstep: Class 10 contains 736 members 
Mstep: Class 11 contains 36260 members 
Mstep: Class 12 contains 1545 members 
Mstep: Class 13 contains 7543 members 
Mstep: Class 14 contains 46256 members 
Mstep: Class 15 contains 1073 members 
Mstep: Class 16 contains 21198 members 
Mstep: Class 17 contains 5805 members 
Mstep: Class 18 contains 210674 members 
Mstep: Class 19 contains 89477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233297488.000000 Penalty: 164477.890625
Iteration 43Q: 20 clusters Score -2.332975e+08 nChanged 8809
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 39713 members 
Mstep: Class 3 contains 558963 members 
Mstep: Class 4 contains 3923 members 
Mstep: Class 5 contains 27787 members 
Mstep: Class 6 contains 1921 members 
Mstep: Class 7 contains 275071 members 
Mstep: Class 8 contains 11697 members 
Mstep: Class 9 contains 10394 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 36261 members 
Mstep: Class 12 contains 1545 members 
Mstep: Class 13 contains 7661 members 
Mstep: Class 14 contains 46273 members 
Mstep: Class 15 contains 1093 members 
Mstep: Class 16 contains 21192 members 
Mstep: Class 17 contains 5981 members 
Mstep: Class 18 contains 209412 members 
Mstep: Class 19 contains 90006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233297760.000000 Penalty: 164477.890625
Iteration 44Q: 20 clusters Score -2.332978e+08 nChanged 8285
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24569 members 
Mstep: Class 2 contains 39494 members 
Mstep: Class 3 contains 556332 members 
Mstep: Class 4 contains 3923 members 
Mstep: Class 5 contains 28295 members 
Mstep: Class 6 contains 1879 members 
Mstep: Class 7 contains 277434 members 
Mstep: Class 8 contains 11696 members 
Mstep: Class 9 contains 11034 members 
Mstep: Class 10 contains 749 members 
Mstep: Class 11 contains 36282 members 
Mstep: Class 12 contains 1545 members 
Mstep: Class 13 contains 7742 members 
Mstep: Class 14 contains 46284 members 
Mstep: Class 15 contains 1102 members 
Mstep: Class 16 contains 21186 members 
Mstep: Class 17 contains 6095 members 
Mstep: Class 18 contains 208149 members 
Mstep: Class 19 contains 90476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233298976.000000 Penalty: 164477.890625
Iteration 45Q: 20 clusters Score -2.33299e+08 nChanged 7900
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24492 members 
Mstep: Class 2 contains 39311 members 
Mstep: Class 3 contains 553769 members 
Mstep: Class 4 contains 3924 members 
Mstep: Class 5 contains 28706 members 
Mstep: Class 6 contains 1838 members 
Mstep: Class 7 contains 279889 members 
Mstep: Class 8 contains 11688 members 
Mstep: Class 9 contains 11632 members 
Mstep: Class 10 contains 756 members 
Mstep: Class 11 contains 36268 members 
Mstep: Class 12 contains 1545 members 
Mstep: Class 13 contains 7826 members 
Mstep: Class 14 contains 46305 members 
Mstep: Class 15 contains 1112 members 
Mstep: Class 16 contains 21181 members 
Mstep: Class 17 contains 6174 members 
Mstep: Class 18 contains 207006 members 
Mstep: Class 19 contains 90844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233299120.000000 Penalty: 164477.890625
Iteration 46Q: 20 clusters Score -2.332991e+08 nChanged 7423
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 39125 members 
Mstep: Class 3 contains 551245 members 
Mstep: Class 4 contains 3924 members 
Mstep: Class 5 contains 29104 members 
Mstep: Class 6 contains 1798 members 
Mstep: Class 7 contains 282276 members 
Mstep: Class 8 contains 11675 members 
Mstep: Class 9 contains 12195 members 
Mstep: Class 10 contains 760 members 
Mstep: Class 11 contains 36242 members 
Mstep: Class 12 contains 1545 members 
Mstep: Class 13 contains 7891 members 
Mstep: Class 14 contains 46304 members 
Mstep: Class 15 contains 1116 members 
Mstep: Class 16 contains 21183 members 
Mstep: Class 17 contains 6230 members 
Mstep: Class 18 contains 206006 members 
Mstep: Class 19 contains 91222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233300960.000000 Penalty: 164477.890625
Iteration 47Q: 20 clusters Score -2.33301e+08 nChanged 7145
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24360 members 
Mstep: Class 2 contains 38955 members 
Mstep: Class 3 contains 548639 members 
Mstep: Class 4 contains 3924 members 
Mstep: Class 5 contains 29482 members 
Mstep: Class 6 contains 1768 members 
Mstep: Class 7 contains 284827 members 
Mstep: Class 8 contains 11669 members 
Mstep: Class 9 contains 12732 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 11 contains 36201 members 
Mstep: Class 12 contains 1545 members 
Mstep: Class 13 contains 7944 members 
Mstep: Class 14 contains 46290 members 
Mstep: Class 15 contains 1119 members 
Mstep: Class 16 contains 21182 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 205054 members 
Mstep: Class 19 contains 91540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233302784.000000 Penalty: 164477.890625
Iteration 48Q: 20 clusters Score -2.333028e+08 nChanged 6899
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 38831 members 
Mstep: Class 3 contains 546165 members 
Mstep: Class 4 contains 3924 members 
Mstep: Class 5 contains 29788 members 
Mstep: Class 6 contains 1746 members 
Mstep: Class 7 contains 287351 members 
Mstep: Class 8 contains 11664 members 
Mstep: Class 9 contains 13253 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 11 contains 36144 members 
Mstep: Class 12 contains 1545 members 
Mstep: Class 13 contains 8006 members 
Mstep: Class 14 contains 46302 members 
Mstep: Class 15 contains 1122 members 
Mstep: Class 16 contains 21179 members 
Mstep: Class 17 contains 6287 members 
Mstep: Class 18 contains 204129 members 
Mstep: Class 19 contains 91774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233303024.000000 Penalty: 164477.890625
Iteration 49Q: 20 clusters Score -2.33303e+08 nChanged 6517
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 38744 members 
Mstep: Class 3 contains 543841 members 
Mstep: Class 4 contains 3924 members 
Mstep: Class 5 contains 30029 members 
Mstep: Class 6 contains 1728 members 
Mstep: Class 7 contains 289708 members 
Mstep: Class 8 contains 11661 members 
Mstep: Class 9 contains 13766 members 
Mstep: Class 10 contains 773 members 
Mstep: Class 11 contains 36093 members 
Mstep: Class 12 contains 1545 members 
Mstep: Class 13 contains 8053 members 
Mstep: Class 14 contains 46324 members 
Mstep: Class 15 contains 1125 members 
Mstep: Class 16 contains 21172 members 
Mstep: Class 17 contains 6290 members 
Mstep: Class 18 contains 203259 members 
Mstep: Class 19 contains 92003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233303344.000000 Penalty: 164477.890625
Iteration 50Q: 20 clusters Score -2.333033e+08 nChanged 6341
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24177 members 
Mstep: Class 2 contains 38636 members 
Mstep: Class 3 contains 541498 members 
Mstep: Class 4 contains 3924 members 
Mstep: Class 5 contains 30210 members 
Mstep: Class 6 contains 1723 members 
Mstep: Class 7 contains 292156 members 
Mstep: Class 8 contains 11646 members 
Mstep: Class 9 contains 14236 members 
Mstep: Class 10 contains 775 members 
Mstep: Class 11 contains 36053 members 
Mstep: Class 12 contains 1545 members 
Mstep: Class 13 contains 8086 members 
Mstep: Class 14 contains 46318 members 
Mstep: Class 15 contains 1128 members 
Mstep: Class 16 contains 21170 members 
Mstep: Class 17 contains 6295 members 
Mstep: Class 18 contains 202476 members 
Mstep: Class 19 contains 92214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304096.000000 Penalty: 164477.890625
Iteration 51Q: 20 clusters Score -2.333041e+08 nChanged 6003
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 38503 members 
Mstep: Class 3 contains 539316 members 
Mstep: Class 4 contains 3924 members 
Mstep: Class 5 contains 30364 members 
Mstep: Class 6 contains 1719 members 
Mstep: Class 7 contains 294439 members 
Mstep: Class 8 contains 11653 members 
Mstep: Class 9 contains 14700 members 
Mstep: Class 10 contains 777 members 
Mstep: Class 11 contains 36033 members 
Mstep: Class 12 contains 1545 members 
Mstep: Class 13 contains 8121 members 
Mstep: Class 14 contains 46313 members 
Mstep: Class 15 contains 1128 members 
Mstep: Class 16 contains 21164 members 
Mstep: Class 17 contains 6298 members 
Mstep: Class 18 contains 201745 members 
Mstep: Class 19 contains 92392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233303728.000000 Penalty: 164477.890625
Iteration 52Q: 20 clusters Score -2.333037e+08 nChanged 5792
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 38331 members 
Mstep: Class 3 contains 537322 members 
Mstep: Class 4 contains 3924 members 
Mstep: Class 5 contains 30500 members 
Mstep: Class 6 contains 1709 members 
Mstep: Class 7 contains 296674 members 
Mstep: Class 8 contains 11630 members 
Mstep: Class 9 contains 15169 members 
Mstep: Class 10 contains 779 members 
Mstep: Class 11 contains 36006 members 
Mstep: Class 12 contains 1545 members 
Mstep: Class 13 contains 8159 members 
Mstep: Class 14 contains 46310 members 
Mstep: Class 15 contains 1127 members 
Mstep: Class 16 contains 21159 members 
Mstep: Class 17 contains 6298 members 
Mstep: Class 18 contains 201021 members 
Mstep: Class 19 contains 92520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304752.000000 Penalty: 164477.890625
Iteration 53Q: 20 clusters Score -2.333048e+08 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 38162 members 
Mstep: Class 3 contains 535470 members 
Mstep: Class 4 contains 3924 members 
Mstep: Class 5 contains 30617 members 
Mstep: Class 6 contains 1709 members 
Mstep: Class 7 contains 298803 members 
Mstep: Class 8 contains 11643 members 
Mstep: Class 9 contains 15634 members 
Mstep: Class 10 contains 780 members 
Mstep: Class 11 contains 35950 members 
Mstep: Class 12 contains 1545 members 
Mstep: Class 13 contains 8193 members 
Mstep: Class 14 contains 46307 members 
Mstep: Class 15 contains 1128 members 
Mstep: Class 16 contains 21156 members 
Mstep: Class 17 contains 6298 members 
Mstep: Class 18 contains 200283 members 
Mstep: Class 19 contains 92631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233305104.000000 Penalty: 164477.890625
Iteration 54Q: 20 clusters Score -2.333051e+08 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 38035 members 
Mstep: Class 3 contains 533743 members 
Mstep: Class 4 contains 3923 members 
Mstep: Class 5 contains 30715 members 
Mstep: Class 6 contains 1705 members 
Mstep: Class 7 contains 300746 members 
Mstep: Class 8 contains 11644 members 
Mstep: Class 9 contains 16116 members 
Mstep: Class 10 contains 780 members 
Mstep: Class 11 contains 35901 members 
Mstep: Class 12 contains 1545 members 
Mstep: Class 13 contains 8234 members 
Mstep: Class 14 contains 46296 members 
Mstep: Class 15 contains 1131 members 
Mstep: Class 16 contains 21153 members 
Mstep: Class 17 contains 6294 members 
Mstep: Class 18 contains 199605 members 
Mstep: Class 19 contains 92714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233305808.000000 Penalty: 164477.890625
Iteration 55Q: 20 clusters Score -2.333058e+08 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 37925 members 
Mstep: Class 3 contains 532257 members 
Mstep: Class 4 contains 3923 members 
Mstep: Class 5 contains 30807 members 
Mstep: Class 6 contains 1704 members 
Mstep: Class 7 contains 302396 members 
Mstep: Class 8 contains 11638 members 
Mstep: Class 9 contains 16593 members 
Mstep: Class 10 contains 780 members 
Mstep: Class 11 contains 35851 members 
Mstep: Class 12 contains 1545 members 
Mstep: Class 13 contains 8265 members 
Mstep: Class 14 contains 46276 members 
Mstep: Class 15 contains 1132 members 
Mstep: Class 16 contains 21149 members 
Mstep: Class 17 contains 6292 members 
Mstep: Class 18 contains 198977 members 
Mstep: Class 19 contains 92811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233305888.000000 Penalty: 164477.890625
Iteration 56Q: 20 clusters Score -2.333059e+08 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 37805 members 
Mstep: Class 3 contains 530936 members 
Mstep: Class 4 contains 3923 members 
Mstep: Class 5 contains 30877 members 
Mstep: Class 6 contains 1706 members 
Mstep: Class 7 contains 303897 members 
Mstep: Class 8 contains 11627 members 
Mstep: Class 9 contains 17076 members 
Mstep: Class 10 contains 781 members 
Mstep: Class 11 contains 35794 members 
Mstep: Class 12 contains 1545 members 
Mstep: Class 13 contains 8298 members 
Mstep: Class 14 contains 46256 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 21146 members 
Mstep: Class 17 contains 6291 members 
Mstep: Class 18 contains 198373 members 
Mstep: Class 19 contains 92891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233306528.000000 Penalty: 164477.890625
Iteration 57Q: 20 clusters Score -2.333065e+08 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 37706 members 
Mstep: Class 3 contains 529684 members 
Mstep: Class 4 contains 3923 members 
Mstep: Class 5 contains 30954 members 
Mstep: Class 6 contains 1707 members 
Mstep: Class 7 contains 305277 members 
Mstep: Class 8 contains 11620 members 
Mstep: Class 9 contains 17579 members 
Mstep: Class 10 contains 781 members 
Mstep: Class 11 contains 35722 members 
Mstep: Class 12 contains 1545 members 
Mstep: Class 13 contains 8322 members 
Mstep: Class 14 contains 46237 members 
Mstep: Class 15 contains 1140 members 
Mstep: Class 16 contains 21146 members 
Mstep: Class 17 contains 6290 members 
Mstep: Class 18 contains 197763 members 
Mstep: Class 19 contains 92994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233306480.000000 Penalty: 164477.890625
Iteration 58Q: 20 clusters Score -2.333065e+08 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 37624 members 
Mstep: Class 3 contains 528421 members 
Mstep: Class 4 contains 3923 members 
Mstep: Class 5 contains 30961 members 
Mstep: Class 6 contains 1709 members 
Mstep: Class 7 contains 306643 members 
Mstep: Class 8 contains 11615 members 
Mstep: Class 9 contains 18074 members 
Mstep: Class 10 contains 781 members 
Mstep: Class 11 contains 35660 members 
Mstep: Class 12 contains 1545 members 
Mstep: Class 13 contains 8340 members 
Mstep: Class 14 contains 46217 members 
Mstep: Class 15 contains 1144 members 
Mstep: Class 16 contains 21142 members 
Mstep: Class 17 contains 6288 members 
Mstep: Class 18 contains 197262 members 
Mstep: Class 19 contains 93083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233306576.000000 Penalty: 164477.890625
Iteration 59Q: 20 clusters Score -2.333066e+08 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 37540 members 
Mstep: Class 3 contains 527210 members 
Mstep: Class 4 contains 3923 members 
Mstep: Class 5 contains 30974 members 
Mstep: Class 6 contains 1712 members 
Mstep: Class 7 contains 307831 members 
Mstep: Class 8 contains 11603 members 
Mstep: Class 9 contains 18591 members 
Mstep: Class 10 contains 781 members 
Mstep: Class 11 contains 35624 members 
Mstep: Class 12 contains 1545 members 
Mstep: Class 13 contains 8359 members 
Mstep: Class 14 contains 46227 members 
Mstep: Class 15 contains 1146 members 
Mstep: Class 16 contains 21136 members 
Mstep: Class 17 contains 6286 members 
Mstep: Class 18 contains 196818 members 
Mstep: Class 19 contains 93169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233307648.000000 Penalty: 164477.890625
Iteration 60F: 20 clusters Score -2.333076e+08 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 37450 members 
Mstep: Class 3 contains 526158 members 
Mstep: Class 4 contains 3923 members 
Mstep: Class 5 contains 30974 members 
Mstep: Class 6 contains 1709 members 
Mstep: Class 7 contains 308923 members 
Mstep: Class 8 contains 11603 members 
Mstep: Class 9 contains 19078 members 
Mstep: Class 10 contains 781 members 
Mstep: Class 11 contains 35571 members 
Mstep: Class 12 contains 1546 members 
Mstep: Class 13 contains 8374 members 
Mstep: Class 14 contains 46213 members 
Mstep: Class 15 contains 1146 members 
Mstep: Class 16 contains 21137 members 
Mstep: Class 17 contains 6287 members 
Mstep: Class 18 contains 196398 members 
Mstep: Class 19 contains 93243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233308016.000000 Penalty: 164477.890625
Iteration 61Q: 20 clusters Score -2.33308e+08 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 37390 members 
Mstep: Class 3 contains 525222 members 
Mstep: Class 4 contains 3923 members 
Mstep: Class 5 contains 30971 members 
Mstep: Class 6 contains 1712 members 
Mstep: Class 7 contains 309841 members 
Mstep: Class 8 contains 11604 members 
Mstep: Class 9 contains 19532 members 
Mstep: Class 10 contains 782 members 
Mstep: Class 11 contains 35511 members 
Mstep: Class 12 contains 1546 members 
Mstep: Class 13 contains 8398 members 
Mstep: Class 14 contains 46212 members 
Mstep: Class 15 contains 1147 members 
Mstep: Class 16 contains 21134 members 
Mstep: Class 17 contains 6285 members 
Mstep: Class 18 contains 196053 members 
Mstep: Class 19 contains 93298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233308288.000000 Penalty: 164477.890625
Iteration 62Q: 20 clusters Score -2.333083e+08 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 37323 members 
Mstep: Class 3 contains 524350 members 
Mstep: Class 4 contains 3923 members 
Mstep: Class 5 contains 30977 members 
Mstep: Class 6 contains 1711 members 
Mstep: Class 7 contains 310611 members 
Mstep: Class 8 contains 11613 members 
Mstep: Class 9 contains 20046 members 
Mstep: Class 10 contains 782 members 
Mstep: Class 11 contains 35464 members 
Mstep: Class 12 contains 1546 members 
Mstep: Class 13 contains 8417 members 
Mstep: Class 14 contains 46221 members 
Mstep: Class 15 contains 1148 members 
Mstep: Class 16 contains 21130 members 
Mstep: Class 17 contains 6282 members 
Mstep: Class 18 contains 195723 members 
Mstep: Class 19 contains 93336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233308752.000000 Penalty: 164477.890625
Iteration 63Q: 20 clusters Score -2.333088e+08 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 37237 members 
Mstep: Class 3 contains 523534 members 
Mstep: Class 4 contains 3923 members 
Mstep: Class 5 contains 30992 members 
Mstep: Class 6 contains 1709 members 
Mstep: Class 7 contains 311378 members 
Mstep: Class 8 contains 11606 members 
Mstep: Class 9 contains 20567 members 
Mstep: Class 10 contains 781 members 
Mstep: Class 11 contains 35398 members 
Mstep: Class 12 contains 1546 members 
Mstep: Class 13 contains 8437 members 
Mstep: Class 14 contains 46228 members 
Mstep: Class 15 contains 1150 members 
Mstep: Class 16 contains 21123 members 
Mstep: Class 17 contains 6280 members 
Mstep: Class 18 contains 195386 members 
Mstep: Class 19 contains 93369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233308672.000000 Penalty: 164477.890625
Iteration 64Q: 20 clusters Score -2.333087e+08 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 37165 members 
Mstep: Class 3 contains 522726 members 
Mstep: Class 4 contains 3923 members 
Mstep: Class 5 contains 30997 members 
Mstep: Class 6 contains 1709 members 
Mstep: Class 7 contains 311983 members 
Mstep: Class 8 contains 11607 members 
Mstep: Class 9 contains 21134 members 
Mstep: Class 10 contains 782 members 
Mstep: Class 11 contains 35330 members 
Mstep: Class 12 contains 1546 members 
Mstep: Class 13 contains 8450 members 
Mstep: Class 14 contains 46254 members 
Mstep: Class 15 contains 1153 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6277 members 
Mstep: Class 18 contains 195084 members 
Mstep: Class 19 contains 93431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233309024.000000 Penalty: 164477.890625
Iteration 65Q: 20 clusters Score -2.33309e+08 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 37108 members 
Mstep: Class 3 contains 521940 members 
Mstep: Class 4 contains 3924 members 
Mstep: Class 5 contains 30985 members 
Mstep: Class 6 contains 1710 members 
Mstep: Class 7 contains 312561 members 
Mstep: Class 8 contains 11612 members 
Mstep: Class 9 contains 21684 members 
Mstep: Class 10 contains 782 members 
Mstep: Class 11 contains 35256 members 
Mstep: Class 12 contains 1546 members 
Mstep: Class 13 contains 8460 members 
Mstep: Class 14 contains 46270 members 
Mstep: Class 15 contains 1159 members 
Mstep: Class 16 contains 21117 members 
Mstep: Class 17 contains 6274 members 
Mstep: Class 18 contains 194829 members 
Mstep: Class 19 contains 93493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233309504.000000 Penalty: 164477.890625
Iteration 66Q: 20 clusters Score -2.333095e+08 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 37055 members 
Mstep: Class 3 contains 521244 members 
Mstep: Class 4 contains 3924 members 
Mstep: Class 5 contains 30986 members 
Mstep: Class 6 contains 1709 members 
Mstep: Class 7 contains 313037 members 
Mstep: Class 8 contains 11614 members 
Mstep: Class 9 contains 22231 members 
Mstep: Class 10 contains 783 members 
Mstep: Class 11 contains 35188 members 
Mstep: Class 12 contains 1546 members 
Mstep: Class 13 contains 8468 members 
Mstep: Class 14 contains 46270 members 
Mstep: Class 15 contains 1164 members 
Mstep: Class 16 contains 21116 members 
Mstep: Class 17 contains 6269 members 
Mstep: Class 18 contains 194583 members 
Mstep: Class 19 contains 93554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233309360.000000 Penalty: 164477.890625
Iteration 67Q: 20 clusters Score -2.333094e+08 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 37023 members 
Mstep: Class 3 contains 520601 members 
Mstep: Class 4 contains 3924 members 
Mstep: Class 5 contains 30997 members 
Mstep: Class 6 contains 1709 members 
Mstep: Class 7 contains 313401 members 
Mstep: Class 8 contains 11607 members 
Mstep: Class 9 contains 22759 members 
Mstep: Class 10 contains 786 members 
Mstep: Class 11 contains 35119 members 
Mstep: Class 12 contains 1546 members 
Mstep: Class 13 contains 8474 members 
Mstep: Class 14 contains 46272 members 
Mstep: Class 15 contains 1172 members 
Mstep: Class 16 contains 21111 members 
Mstep: Class 17 contains 6265 members 
Mstep: Class 18 contains 194372 members 
Mstep: Class 19 contains 93630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233309856.000000 Penalty: 164477.890625
Iteration 68Q: 20 clusters Score -2.333099e+08 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 36993 members 
Mstep: Class 3 contains 520036 members 
Mstep: Class 4 contains 3924 members 
Mstep: Class 5 contains 31004 members 
Mstep: Class 6 contains 1708 members 
Mstep: Class 7 contains 313595 members 
Mstep: Class 8 contains 11613 members 
Mstep: Class 9 contains 23313 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 11 contains 35062 members 
Mstep: Class 12 contains 1546 members 
Mstep: Class 13 contains 8477 members 
Mstep: Class 14 contains 46289 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 21111 members 
Mstep: Class 17 contains 6257 members 
Mstep: Class 18 contains 194184 members 
Mstep: Class 19 contains 93709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233309728.000000 Penalty: 164477.890625
Iteration 69Q: 20 clusters Score -2.333097e+08 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 36962 members 
Mstep: Class 3 contains 519485 members 
Mstep: Class 4 contains 3924 members 
Mstep: Class 5 contains 31014 members 
Mstep: Class 6 contains 1708 members 
Mstep: Class 7 contains 313742 members 
Mstep: Class 8 contains 11614 members 
Mstep: Class 9 contains 23917 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 11 contains 35013 members 
Mstep: Class 12 contains 1546 members 
Mstep: Class 13 contains 8487 members 
Mstep: Class 14 contains 46300 members 
Mstep: Class 15 contains 1184 members 
Mstep: Class 16 contains 21111 members 
Mstep: Class 17 contains 6254 members 
Mstep: Class 18 contains 194011 members 
Mstep: Class 19 contains 93757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233310336.000000 Penalty: 164477.890625
Iteration 70Q: 20 clusters Score -2.333103e+08 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 36946 members 
Mstep: Class 3 contains 518907 members 
Mstep: Class 4 contains 3924 members 
Mstep: Class 5 contains 31015 members 
Mstep: Class 6 contains 1709 members 
Mstep: Class 7 contains 313872 members 
Mstep: Class 8 contains 11617 members 
Mstep: Class 9 contains 24540 members 
Mstep: Class 10 contains 789 members 
Mstep: Class 11 contains 34972 members 
Mstep: Class 12 contains 1546 members 
Mstep: Class 13 contains 8500 members 
Mstep: Class 14 contains 46300 members 
Mstep: Class 15 contains 1190 members 
Mstep: Class 16 contains 21109 members 
Mstep: Class 17 contains 6251 members 
Mstep: Class 18 contains 193852 members 
Mstep: Class 19 contains 93797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233310672.000000 Penalty: 164477.890625
Iteration 71Q: 20 clusters Score -2.333107e+08 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 36907 members 
Mstep: Class 3 contains 518327 members 
Mstep: Class 4 contains 3924 members 
Mstep: Class 5 contains 30989 members 
Mstep: Class 6 contains 1707 members 
Mstep: Class 7 contains 314066 members 
Mstep: Class 8 contains 11625 members 
Mstep: Class 9 contains 25127 members 
Mstep: Class 10 contains 790 members 
Mstep: Class 11 contains 34925 members 
Mstep: Class 12 contains 1546 members 
Mstep: Class 13 contains 8512 members 
Mstep: Class 14 contains 46291 members 
Mstep: Class 15 contains 1189 members 
Mstep: Class 16 contains 21109 members 
Mstep: Class 17 contains 6250 members 
Mstep: Class 18 contains 193744 members 
Mstep: Class 19 contains 93828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233310832.000000 Penalty: 164477.890625
Iteration 72Q: 20 clusters Score -2.333108e+08 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 36868 members 
Mstep: Class 3 contains 517741 members 
Mstep: Class 4 contains 3924 members 
Mstep: Class 5 contains 30988 members 
Mstep: Class 6 contains 1708 members 
Mstep: Class 7 contains 314146 members 
Mstep: Class 8 contains 11642 members 
Mstep: Class 9 contains 25736 members 
Mstep: Class 10 contains 791 members 
Mstep: Class 11 contains 34889 members 
Mstep: Class 12 contains 1546 members 
Mstep: Class 13 contains 8519 members 
Mstep: Class 14 contains 46282 members 
Mstep: Class 15 contains 1192 members 
Mstep: Class 16 contains 21108 members 
Mstep: Class 17 contains 6248 members 
Mstep: Class 18 contains 193687 members 
Mstep: Class 19 contains 93867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311040.000000 Penalty: 164477.890625
Iteration 73Q: 20 clusters Score -2.33311e+08 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 36835 members 
Mstep: Class 3 contains 517273 members 
Mstep: Class 4 contains 3924 members 
Mstep: Class 5 contains 30975 members 
Mstep: Class 6 contains 1709 members 
Mstep: Class 7 contains 314120 members 
Mstep: Class 8 contains 11638 members 
Mstep: Class 9 contains 26361 members 
Mstep: Class 10 contains 791 members 
Mstep: Class 11 contains 34829 members 
Mstep: Class 12 contains 1546 members 
Mstep: Class 13 contains 8531 members 
Mstep: Class 14 contains 46278 members 
Mstep: Class 15 contains 1195 members 
Mstep: Class 16 contains 21105 members 
Mstep: Class 17 contains 6246 members 
Mstep: Class 18 contains 193648 members 
Mstep: Class 19 contains 93892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311520.000000 Penalty: 164477.890625
Iteration 74Q: 20 clusters Score -2.333115e+08 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 36812 members 
Mstep: Class 3 contains 516797 members 
Mstep: Class 4 contains 3924 members 
Mstep: Class 5 contains 30979 members 
Mstep: Class 6 contains 1710 members 
Mstep: Class 7 contains 313937 members 
Mstep: Class 8 contains 11651 members 
Mstep: Class 9 contains 27045 members 
Mstep: Class 10 contains 791 members 
Mstep: Class 11 contains 34775 members 
Mstep: Class 12 contains 1546 members 
Mstep: Class 13 contains 8552 members 
Mstep: Class 14 contains 46276 members 
Mstep: Class 15 contains 1202 members 
Mstep: Class 16 contains 21104 members 
Mstep: Class 17 contains 6247 members 
Mstep: Class 18 contains 193650 members 
Mstep: Class 19 contains 93917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311360.000000 Penalty: 164477.890625
Iteration 75Q: 20 clusters Score -2.333114e+08 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 36800 members 
Mstep: Class 3 contains 516432 members 
Mstep: Class 4 contains 3925 members 
Mstep: Class 5 contains 30994 members 
Mstep: Class 6 contains 1711 members 
Mstep: Class 7 contains 313565 members 
Mstep: Class 8 contains 11661 members 
Mstep: Class 9 contains 27737 members 
Mstep: Class 10 contains 791 members 
Mstep: Class 11 contains 34728 members 
Mstep: Class 12 contains 1546 members 
Mstep: Class 13 contains 8563 members 
Mstep: Class 14 contains 46272 members 
Mstep: Class 15 contains 1206 members 
Mstep: Class 16 contains 21100 members 
Mstep: Class 17 contains 6247 members 
Mstep: Class 18 contains 193705 members 
Mstep: Class 19 contains 93944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311600.000000 Penalty: 164477.890625
Iteration 76Q: 20 clusters Score -2.333116e+08 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 36783 members 
Mstep: Class 3 contains 516104 members 
Mstep: Class 4 contains 3924 members 
Mstep: Class 5 contains 31013 members 
Mstep: Class 6 contains 1711 members 
Mstep: Class 7 contains 313127 members 
Mstep: Class 8 contains 11673 members 
Mstep: Class 9 contains 28429 members 
Mstep: Class 10 contains 791 members 
Mstep: Class 11 contains 34667 members 
Mstep: Class 12 contains 1546 members 
Mstep: Class 13 contains 8574 members 
Mstep: Class 14 contains 46276 members 
Mstep: Class 15 contains 1209 members 
Mstep: Class 16 contains 21099 members 
Mstep: Class 17 contains 6247 members 
Mstep: Class 18 contains 193814 members 
Mstep: Class 19 contains 93969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311344.000000 Penalty: 164477.890625
Iteration 77Q: 20 clusters Score -2.333113e+08 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 36772 members 
Mstep: Class 3 contains 515856 members 
Mstep: Class 4 contains 3924 members 
Mstep: Class 5 contains 31040 members 
Mstep: Class 6 contains 1711 members 
Mstep: Class 7 contains 312568 members 
Mstep: Class 8 contains 11675 members 
Mstep: Class 9 contains 29119 members 
Mstep: Class 10 contains 791 members 
Mstep: Class 11 contains 34625 members 
Mstep: Class 12 contains 1546 members 
Mstep: Class 13 contains 8585 members 
Mstep: Class 14 contains 46290 members 
Mstep: Class 15 contains 1218 members 
Mstep: Class 16 contains 21099 members 
Mstep: Class 17 contains 6246 members 
Mstep: Class 18 contains 193918 members 
Mstep: Class 19 contains 93990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311600.000000 Penalty: 164477.890625
Iteration 78Q: 20 clusters Score -2.333116e+08 nChanged 2796
Entering ConstructFrom: 
Score: -233311600.000000 Penalty: 164477.890625
Entering ConstructFrom: 
Trying to split cluster 1 (23290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Entering Unmasked Estep 
Score: -4062603.250000 Penalty: 6159.165039
	Iteration 0F: 2 clusters Score -4062603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -4043971.250000 Penalty: 12318.330078
	Iteration 0F: 3 clusters Score -4043971 nChanged 9518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -4048858.000000 Penalty: 12318.330078
	Iteration 1F: 3 clusters Score -4048858 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -4049465.250000 Penalty: 12318.330078
	Iteration 2F: 3 clusters Score -4049465 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -4049872.250000 Penalty: 12318.330078
	Iteration 3Q: 3 clusters Score -4049872 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -4050166.500000 Penalty: 12318.330078
	Iteration 4Q: 3 clusters Score -4050166 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -4050406.750000 Penalty: 12318.330078
	Iteration 5Q: 3 clusters Score -4050407 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -4050590.250000 Penalty: 12318.330078
	Iteration 6Q: 3 clusters Score -4050590 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -4050758.500000 Penalty: 12318.330078
	Iteration 7Q: 3 clusters Score -4050758 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -4050905.000000 Penalty: 12318.330078
	Iteration 8Q: 3 clusters Score -4050905 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -4051041.500000 Penalty: 12318.330078
	Iteration 9Q: 3 clusters Score -4051042 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -4051179.250000 Penalty: 12318.330078
	Iteration 10Q: 3 clusters Score -4051179 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -4051326.250000 Penalty: 12318.330078
	Iteration 11Q: 3 clusters Score -4051326 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -4051485.250000 Penalty: 12318.330078
	Iteration 12Q: 3 clusters Score -4051485 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -4051690.000000 Penalty: 12318.330078
	Iteration 13Q: 3 clusters Score -4051690 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -4051936.000000 Penalty: 12318.330078
	Iteration 14Q: 3 clusters Score -4051936 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -4052193.250000 Penalty: 12318.330078
	Iteration 15Q: 3 clusters Score -4052193 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -4052480.250000 Penalty: 12318.330078
	Iteration 16Q: 3 clusters Score -4052480 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -4052837.000000 Penalty: 12318.330078
	Iteration 17Q: 3 clusters Score -4052837 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -4053272.750000 Penalty: 12318.330078
	Iteration 18Q: 3 clusters Score -4053273 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -4053797.500000 Penalty: 12318.330078
	Iteration 19Q: 3 clusters Score -4053798 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -4054299.750000 Penalty: 12318.330078
	Iteration 20F: 3 clusters Score -4054300 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -4054790.500000 Penalty: 12318.330078
	Iteration 21Q: 3 clusters Score -4054790 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -4055192.500000 Penalty: 12318.330078
	Iteration 22Q: 3 clusters Score -4055192 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -4055594.500000 Penalty: 12318.330078
	Iteration 23Q: 3 clusters Score -4055594 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -4055868.250000 Penalty: 12318.330078
	Iteration 24Q: 3 clusters Score -4055868 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -4056114.250000 Penalty: 12318.330078
	Iteration 25Q: 3 clusters Score -4056114 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20839 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -4056317.250000 Penalty: 12318.330078
	Iteration 26Q: 3 clusters Score -4056317 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -4056514.000000 Penalty: 12318.330078
	Iteration 27Q: 3 clusters Score -4056514 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -4056640.250000 Penalty: 12318.330078
	Iteration 28Q: 3 clusters Score -4056640 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -4056751.500000 Penalty: 12318.330078
	Iteration 29Q: 3 clusters Score -4056752 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -4056869.000000 Penalty: 12318.330078
	Iteration 30Q: 3 clusters Score -4056869 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -4056936.000000 Penalty: 12318.330078
	Iteration 31Q: 3 clusters Score -4056936 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -4056992.750000 Penalty: 12318.330078
	Iteration 32Q: 3 clusters Score -4056993 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -4057046.500000 Penalty: 12318.330078
	Iteration 33Q: 3 clusters Score -4057046 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -4057089.250000 Penalty: 12318.330078
	Iteration 34Q: 3 clusters Score -4057089 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -4057108.250000 Penalty: 12318.330078
	Iteration 35Q: 3 clusters Score -4057108 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -4057127.000000 Penalty: 12318.330078
	Iteration 36Q: 3 clusters Score -4057127 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -4057144.000000 Penalty: 12318.330078
	Iteration 37Q: 3 clusters Score -4057144 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -4057166.250000 Penalty: 12318.330078
	Iteration 38Q: 3 clusters Score -4057166 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -4057188.000000 Penalty: 12318.330078
	Iteration 39Q: 3 clusters Score -4057188 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -4057200.750000 Penalty: 12318.330078
	Iteration 40F: 3 clusters Score -4057201 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -4057209.000000 Penalty: 12318.330078
	Iteration 41Q: 3 clusters Score -4057209 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -4057218.500000 Penalty: 12318.330078
	Iteration 42Q: 3 clusters Score -4057218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -4057215.000000 Penalty: 12318.330078
	Iteration 43Q: 3 clusters Score -4057215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -4057224.000000 Penalty: 12318.330078
	Iteration 44Q: 3 clusters Score -4057224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -4057219.500000 Penalty: 12318.330078
	Iteration 45Q: 3 clusters Score -4057220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -4057227.000000 Penalty: 12318.330078
	Iteration 46Q: 3 clusters Score -4057227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -4057228.750000 Penalty: 12318.330078
	Iteration 47Q: 3 clusters Score -4057229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -4057229.500000 Penalty: 12318.330078
	Iteration 48Q: 3 clusters Score -4057230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -4057231.000000 Penalty: 12318.330078
	Iteration 49Q: 3 clusters Score -4057231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -4057227.500000 Penalty: 12318.330078
	Iteration 50Q: 3 clusters Score -4057228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -4057223.000000 Penalty: 12318.330078
	Iteration 51Q: 3 clusters Score -4057223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -4057223.000000 Penalty: 12318.330078
	Iteration 52Q: 3 clusters Score -4057223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -4057223.000000 Penalty: 12318.330078
	Iteration 53F: 3 clusters Score -4057223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (36755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36755 members 
Entering Unmasked Estep 
Score: -6202695.500000 Penalty: 6438.618164
	Iteration 0F: 2 clusters Score -6202696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -6175501.000000 Penalty: 12877.236328
	Iteration 0F: 3 clusters Score -6175501 nChanged 15798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -6183951.000000 Penalty: 12877.236328
	Iteration 1F: 3 clusters Score -6183951 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -6184682.500000 Penalty: 12877.236328
	Iteration 2F: 3 clusters Score -6184682 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -6185190.000000 Penalty: 12877.236328
	Iteration 3Q: 3 clusters Score -6185190 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -6185609.500000 Penalty: 12877.236328
	Iteration 4Q: 3 clusters Score -6185610 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -6185974.000000 Penalty: 12877.236328
	Iteration 5Q: 3 clusters Score -6185974 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -6186417.500000 Penalty: 12877.236328
	Iteration 6Q: 3 clusters Score -6186418 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -6186856.000000 Penalty: 12877.236328
	Iteration 7Q: 3 clusters Score -6186856 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -6187409.000000 Penalty: 12877.236328
	Iteration 8Q: 3 clusters Score -6187409 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -6188241.000000 Penalty: 12877.236328
	Iteration 9Q: 3 clusters Score -6188241 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -6189172.500000 Penalty: 12877.236328
	Iteration 10Q: 3 clusters Score -6189172 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -6190209.500000 Penalty: 12877.236328
	Iteration 11Q: 3 clusters Score -6190210 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27144 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -6191222.000000 Penalty: 12877.236328
	Iteration 12Q: 3 clusters Score -6191222 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28405 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -6192226.000000 Penalty: 12877.236328
	Iteration 13Q: 3 clusters Score -6192226 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29420 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -6192906.500000 Penalty: 12877.236328
	Iteration 14Q: 3 clusters Score -6192906 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30215 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -6193442.000000 Penalty: 12877.236328
	Iteration 15Q: 3 clusters Score -6193442 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30874 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -6193794.000000 Penalty: 12877.236328
	Iteration 16Q: 3 clusters Score -6193794 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31390 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -6194077.500000 Penalty: 12877.236328
	Iteration 17Q: 3 clusters Score -6194078 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31831 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -6194301.000000 Penalty: 12877.236328
	Iteration 18Q: 3 clusters Score -6194301 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32204 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -6194482.500000 Penalty: 12877.236328
	Iteration 19Q: 3 clusters Score -6194482 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32563 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -6194687.000000 Penalty: 12877.236328
	Iteration 20F: 3 clusters Score -6194687 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32923 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -6194885.000000 Penalty: 12877.236328
	Iteration 21Q: 3 clusters Score -6194885 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33276 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -6195108.000000 Penalty: 12877.236328
	Iteration 22Q: 3 clusters Score -6195108 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33643 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -6195340.000000 Penalty: 12877.236328
	Iteration 23Q: 3 clusters Score -6195340 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34032 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -6195640.500000 Penalty: 12877.236328
	Iteration 24Q: 3 clusters Score -6195640 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34440 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -6195949.500000 Penalty: 12877.236328
	Iteration 25Q: 3 clusters Score -6195950 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34782 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -6196266.500000 Penalty: 12877.236328
	Iteration 26Q: 3 clusters Score -6196266 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35058 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -6196472.500000 Penalty: 12877.236328
	Iteration 27Q: 3 clusters Score -6196472 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35277 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -6196685.000000 Penalty: 12877.236328
	Iteration 28Q: 3 clusters Score -6196685 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35442 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -6196809.000000 Penalty: 12877.236328
	Iteration 29Q: 3 clusters Score -6196809 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35565 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -6196918.000000 Penalty: 12877.236328
	Iteration 30Q: 3 clusters Score -6196918 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35649 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -6196995.000000 Penalty: 12877.236328
	Iteration 31Q: 3 clusters Score -6196995 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35708 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -6197042.500000 Penalty: 12877.236328
	Iteration 32Q: 3 clusters Score -6197042 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35749 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -6197083.000000 Penalty: 12877.236328
	Iteration 33Q: 3 clusters Score -6197083 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35778 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -6197102.000000 Penalty: 12877.236328
	Iteration 34Q: 3 clusters Score -6197102 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35799 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -6197120.500000 Penalty: 12877.236328
	Iteration 35Q: 3 clusters Score -6197120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35812 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -6197126.500000 Penalty: 12877.236328
	Iteration 36Q: 3 clusters Score -6197126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35822 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -6197150.500000 Penalty: 12877.236328
	Iteration 37Q: 3 clusters Score -6197150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35832 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -6197153.000000 Penalty: 12877.236328
	Iteration 38Q: 3 clusters Score -6197153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35842 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -6197159.000000 Penalty: 12877.236328
	Iteration 39Q: 3 clusters Score -6197159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35850 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -6197167.000000 Penalty: 12877.236328
	Iteration 40F: 3 clusters Score -6197167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35854 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -6197172.500000 Penalty: 12877.236328
	Iteration 41Q: 3 clusters Score -6197172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35856 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -6197177.500000 Penalty: 12877.236328
	Iteration 42Q: 3 clusters Score -6197178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35858 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -6197179.000000 Penalty: 12877.236328
	Iteration 43Q: 3 clusters Score -6197179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35863 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -6197190.500000 Penalty: 12877.236328
	Iteration 44Q: 3 clusters Score -6197190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35865 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -6197195.000000 Penalty: 12877.236328
	Iteration 45Q: 3 clusters Score -6197195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35869 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -6197200.000000 Penalty: 12877.236328
	Iteration 46Q: 3 clusters Score -6197200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35872 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -6197193.000000 Penalty: 12877.236328
	Iteration 47Q: 3 clusters Score -6197193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35875 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -6197199.500000 Penalty: 12877.236328
	Iteration 48Q: 3 clusters Score -6197200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35878 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -6197205.000000 Penalty: 12877.236328
	Iteration 49Q: 3 clusters Score -6197205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35881 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -6197207.500000 Penalty: 12877.236328
	Iteration 50Q: 3 clusters Score -6197208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35885 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -6197210.500000 Penalty: 12877.236328
	Iteration 51Q: 3 clusters Score -6197210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35886 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -6197207.000000 Penalty: 12877.236328
	Iteration 52Q: 3 clusters Score -6197207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35886 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -6197207.000000 Penalty: 12877.236328
	Iteration 53F: 3 clusters Score -6197207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (515651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515651 members 
Entering Unmasked Estep 
Score: -88487624.000000 Penalty: 8056.326172
	Iteration 0F: 2 clusters Score -8.848762e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258353 members 
Mstep: Class 2 contains 257298 members 
Entering Unmasked Estep 
Score: -88166256.000000 Penalty: 16112.652344
	Iteration 0F: 3 clusters Score -8.816626e+07 nChanged 248256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267721 members 
Mstep: Class 2 contains 247930 members 
Entering Unmasked Estep 
Score: -88312040.000000 Penalty: 16112.652344
	Iteration 1F: 3 clusters Score -8.831204e+07 nChanged 12506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273969 members 
Mstep: Class 2 contains 241682 members 
Entering Unmasked Estep 
Score: -88314576.000000 Penalty: 16112.652344
	Iteration 2Q: 3 clusters Score -8.831458e+07 nChanged 13919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283670 members 
Mstep: Class 2 contains 231981 members 
Entering Unmasked Estep 
Score: -88317544.000000 Penalty: 16112.652344
	Iteration 3Q: 3 clusters Score -8.831754e+07 nChanged 17576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298908 members 
Mstep: Class 2 contains 216743 members 
Entering Unmasked Estep 
Score: -88322736.000000 Penalty: 16112.652344
	Iteration 4Q: 3 clusters Score -8.832274e+07 nChanged 23938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321950 members 
Mstep: Class 2 contains 193701 members 
Entering Unmasked Estep 
Score: -88333624.000000 Penalty: 16112.652344
	Iteration 5Q: 3 clusters Score -8.833362e+07 nChanged 33900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355532 members 
Mstep: Class 2 contains 160119 members 
Entering Unmasked Estep 
Score: -88353992.000000 Penalty: 16112.652344
	Iteration 6F: 3 clusters Score -8.835399e+07 nChanged 44948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400400 members 
Mstep: Class 2 contains 115251 members 
Entering Unmasked Estep 
Score: -88391912.000000 Penalty: 16112.652344
	Iteration 7F: 3 clusters Score -8.839191e+07 nChanged 49221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449601 members 
Mstep: Class 2 contains 66050 members 
Entering Unmasked Estep 
Score: -88436032.000000 Penalty: 16112.652344
	Iteration 8F: 3 clusters Score -8.843603e+07 nChanged 38233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487824 members 
Mstep: Class 2 contains 27827 members 
Entering Unmasked Estep 
Score: -88463776.000000 Penalty: 16112.652344
	Iteration 9F: 3 clusters Score -8.846378e+07 nChanged 18325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506143 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -88474784.000000 Penalty: 16112.652344
	Iteration 10Q: 3 clusters Score -8.847478e+07 nChanged 6165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512282 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -88478432.000000 Penalty: 16112.652344
	Iteration 11Q: 3 clusters Score -8.847843e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514016 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -88479456.000000 Penalty: 16112.652344
	Iteration 12Q: 3 clusters Score -8.847946e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514533 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -88480264.000000 Penalty: 16112.652344
	Iteration 13Q: 3 clusters Score -8.848026e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514720 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -88480472.000000 Penalty: 16112.652344
	Iteration 14Q: 3 clusters Score -8.848047e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514795 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -88480496.000000 Penalty: 16112.652344
	Iteration 15Q: 3 clusters Score -8.84805e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514843 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -88480560.000000 Penalty: 16112.652344
	Iteration 16Q: 3 clusters Score -8.848056e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514866 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -88480608.000000 Penalty: 16112.652344
	Iteration 17Q: 3 clusters Score -8.848061e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514887 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -88480624.000000 Penalty: 16112.652344
	Iteration 18Q: 3 clusters Score -8.848062e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514896 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -88480688.000000 Penalty: 16112.652344
	Iteration 19Q: 3 clusters Score -8.848069e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514912 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -88480720.000000 Penalty: 16112.652344
	Iteration 20F: 3 clusters Score -8.848072e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514917 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -88480720.000000 Penalty: 16112.652344
	Iteration 21Q: 3 clusters Score -8.848072e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514918 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -88480784.000000 Penalty: 16112.652344
	Iteration 22Q: 3 clusters Score -8.848078e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514922 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -88480760.000000 Penalty: 16112.652344
	Iteration 23Q: 3 clusters Score -8.848076e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514923 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -88480736.000000 Penalty: 16112.652344
	Iteration 24Q: 3 clusters Score -8.848074e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514925 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -88480752.000000 Penalty: 16112.652344
	Iteration 25Q: 3 clusters Score -8.848075e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514925 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -88480776.000000 Penalty: 16112.652344
	Iteration 26Q: 3 clusters Score -8.848078e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514924 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -88480752.000000 Penalty: 16112.652344
	Iteration 27Q: 3 clusters Score -8.848075e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514924 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -88480752.000000 Penalty: 16112.652344
	Iteration 28F: 3 clusters Score -8.848075e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Entering Unmasked Estep 
Score: -606467.687500 Penalty: 5068.355957
	Iteration 0F: 2 clusters Score -606467.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -600219.500000 Penalty: 10136.711914
	Iteration 0F: 3 clusters Score -600219.5 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -602184.500000 Penalty: 10136.711914
	Iteration 1F: 3 clusters Score -602184.5 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -603864.375000 Penalty: 10136.711914
	Iteration 2F: 3 clusters Score -603864.4 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -606424.562500 Penalty: 10136.711914
	Iteration 3F: 3 clusters Score -606424.6 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -611629.187500 Penalty: 10136.711914
	Iteration 4F: 3 clusters Score -611629.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -614768.562500 Penalty: 10136.711914
	Iteration 5F: 3 clusters Score -614768.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -615033.750000 Penalty: 10136.711914
	Iteration 6Q: 3 clusters Score -615033.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -615070.187500 Penalty: 10136.711914
	Iteration 7Q: 3 clusters Score -615070.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -615089.437500 Penalty: 10136.711914
	Iteration 8Q: 3 clusters Score -615089.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -615103.687500 Penalty: 10136.711914
	Iteration 9Q: 3 clusters Score -615103.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -615117.250000 Penalty: 10136.711914
	Iteration 10Q: 3 clusters Score -615117.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -615132.937500 Penalty: 10136.711914
	Iteration 11Q: 3 clusters Score -615132.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -615146.250000 Penalty: 10136.711914
	Iteration 12Q: 3 clusters Score -615146.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -615175.187500 Penalty: 10136.711914
	Iteration 13Q: 3 clusters Score -615175.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -615232.625000 Penalty: 10136.711914
	Iteration 14Q: 3 clusters Score -615232.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -615445.437500 Penalty: 10136.711914
	Iteration 15Q: 3 clusters Score -615445.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -616038.187500 Penalty: 10136.711914
	Iteration 16Q: 3 clusters Score -616038.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -616394.875000 Penalty: 10136.711914
	Iteration 17Q: 3 clusters Score -616394.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -616434.812500 Penalty: 10136.711914
	Iteration 18Q: 3 clusters Score -616434.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -616441.875000 Penalty: 10136.711914
	Iteration 19Q: 3 clusters Score -616441.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -616454.437500 Penalty: 10136.711914
	Iteration 20F: 3 clusters Score -616454.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -616480.562500 Penalty: 10136.711914
	Iteration 21Q: 3 clusters Score -616480.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -616556.937500 Penalty: 10136.711914
	Iteration 22Q: 3 clusters Score -616556.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -616829.562500 Penalty: 10136.711914
	Iteration 23Q: 3 clusters Score -616829.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -617382.750000 Penalty: 10136.711914
	Iteration 24Q: 3 clusters Score -617382.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -617426.500000 Penalty: 10136.711914
	Iteration 25Q: 3 clusters Score -617426.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -617426.500000 Penalty: 10136.711914
	Iteration 26F: 3 clusters Score -617426.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 36755 members 
Mstep: Class 3 contains 515651 members 
Mstep: Class 4 contains 1601 members 
Mstep: Class 5 contains 31074 members 
Mstep: Class 6 contains 1710 members 
Mstep: Class 7 contains 311956 members 
Mstep: Class 8 contains 11683 members 
Mstep: Class 9 contains 29775 members 
Mstep: Class 10 contains 791 members 
Mstep: Class 11 contains 34595 members 
Mstep: Class 12 contains 1546 members 
Mstep: Class 13 contains 8592 members 
Mstep: Class 14 contains 46296 members 
Mstep: Class 15 contains 1233 members 
Mstep: Class 16 contains 21100 members 
Mstep: Class 17 contains 6246 members 
Mstep: Class 18 contains 194054 members 
Mstep: Class 19 contains 93996 members 
Mstep: Class 20 contains 2323 members 
Entering Unmasked Estep 
Score: -233319248.000000 Penalty: 173134.625000
Splitting cluster 4 changes total score from -233311600.000000 to -233319248.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 5 (31074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31074 members 
Entering Unmasked Estep 
Score: -5452738.000000 Penalty: 6335.777832
	Iteration 0F: 2 clusters Score -5452738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -5429100.000000 Penalty: 12671.555664
	Iteration 0F: 3 clusters Score -5429100 nChanged 13211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -5435936.000000 Penalty: 12671.555664
	Iteration 1F: 3 clusters Score -5435936 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -5436660.500000 Penalty: 12671.555664
	Iteration 2F: 3 clusters Score -5436660 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -5437211.000000 Penalty: 12671.555664
	Iteration 3Q: 3 clusters Score -5437211 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -5437642.500000 Penalty: 12671.555664
	Iteration 4Q: 3 clusters Score -5437642 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -5438081.500000 Penalty: 12671.555664
	Iteration 5Q: 3 clusters Score -5438082 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -5438551.500000 Penalty: 12671.555664
	Iteration 6Q: 3 clusters Score -5438552 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -5438989.000000 Penalty: 12671.555664
	Iteration 7Q: 3 clusters Score -5438989 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -5439483.500000 Penalty: 12671.555664
	Iteration 8Q: 3 clusters Score -5439484 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -5439988.000000 Penalty: 12671.555664
	Iteration 9Q: 3 clusters Score -5439988 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -5440599.000000 Penalty: 12671.555664
	Iteration 10Q: 3 clusters Score -5440599 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -5441374.500000 Penalty: 12671.555664
	Iteration 11Q: 3 clusters Score -5441374 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -5442211.500000 Penalty: 12671.555664
	Iteration 12Q: 3 clusters Score -5442212 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
Score: -5443135.500000 Penalty: 12671.555664
	Iteration 13Q: 3 clusters Score -5443136 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -5444075.500000 Penalty: 12671.555664
	Iteration 14Q: 3 clusters Score -5444076 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -5444874.500000 Penalty: 12671.555664
	Iteration 15Q: 3 clusters Score -5444874 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
Score: -5445533.500000 Penalty: 12671.555664
	Iteration 16Q: 3 clusters Score -5445534 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 28223 members 
Entering Unmasked Estep 
Score: -5446023.500000 Penalty: 12671.555664
	Iteration 17Q: 3 clusters Score -5446024 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 28619 members 
Entering Unmasked Estep 
Score: -5446360.000000 Penalty: 12671.555664
	Iteration 18Q: 3 clusters Score -5446360 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 28915 members 
Entering Unmasked Estep 
Score: -5446581.500000 Penalty: 12671.555664
	Iteration 19Q: 3 clusters Score -5446582 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 29127 members 
Entering Unmasked Estep 
Score: -5446745.000000 Penalty: 12671.555664
	Iteration 20F: 3 clusters Score -5446745 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 29287 members 
Entering Unmasked Estep 
Score: -5446890.500000 Penalty: 12671.555664
	Iteration 21Q: 3 clusters Score -5446890 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 29398 members 
Entering Unmasked Estep 
Score: -5446968.500000 Penalty: 12671.555664
	Iteration 22Q: 3 clusters Score -5446968 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 29473 members 
Entering Unmasked Estep 
Score: -5447059.000000 Penalty: 12671.555664
	Iteration 23Q: 3 clusters Score -5447059 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 29543 members 
Entering Unmasked Estep 
Score: -5447097.500000 Penalty: 12671.555664
	Iteration 24Q: 3 clusters Score -5447098 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 29606 members 
Entering Unmasked Estep 
Score: -5447138.000000 Penalty: 12671.555664
	Iteration 25Q: 3 clusters Score -5447138 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 29648 members 
Entering Unmasked Estep 
Score: -5447161.000000 Penalty: 12671.555664
	Iteration 26Q: 3 clusters Score -5447161 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 29685 members 
Entering Unmasked Estep 
Score: -5447188.500000 Penalty: 12671.555664
	Iteration 27Q: 3 clusters Score -5447188 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 29715 members 
Entering Unmasked Estep 
Score: -5447201.500000 Penalty: 12671.555664
	Iteration 28Q: 3 clusters Score -5447202 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 29740 members 
Entering Unmasked Estep 
Score: -5447225.500000 Penalty: 12671.555664
	Iteration 29Q: 3 clusters Score -5447226 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 29755 members 
Entering Unmasked Estep 
Score: -5447239.500000 Penalty: 12671.555664
	Iteration 30Q: 3 clusters Score -5447240 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 29773 members 
Entering Unmasked Estep 
Score: -5447261.000000 Penalty: 12671.555664
	Iteration 31Q: 3 clusters Score -5447261 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 29787 members 
Entering Unmasked Estep 
Score: -5447258.000000 Penalty: 12671.555664
	Iteration 32Q: 3 clusters Score -5447258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 29791 members 
Entering Unmasked Estep 
Score: -5447268.500000 Penalty: 12671.555664
	Iteration 33Q: 3 clusters Score -5447268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 29800 members 
Entering Unmasked Estep 
Score: -5447263.500000 Penalty: 12671.555664
	Iteration 34Q: 3 clusters Score -5447264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 29804 members 
Entering Unmasked Estep 
Score: -5447269.000000 Penalty: 12671.555664
	Iteration 35Q: 3 clusters Score -5447269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 29807 members 
Entering Unmasked Estep 
Score: -5447272.000000 Penalty: 12671.555664
	Iteration 36Q: 3 clusters Score -5447272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 29812 members 
Entering Unmasked Estep 
Score: -5447269.000000 Penalty: 12671.555664
	Iteration 37Q: 3 clusters Score -5447269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 29817 members 
Entering Unmasked Estep 
Score: -5447275.500000 Penalty: 12671.555664
	Iteration 38Q: 3 clusters Score -5447276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 29820 members 
Entering Unmasked Estep 
Score: -5447277.500000 Penalty: 12671.555664
	Iteration 39Q: 3 clusters Score -5447278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 29825 members 
Entering Unmasked Estep 
Score: -5447276.500000 Penalty: 12671.555664
	Iteration 40F: 3 clusters Score -5447276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 29827 members 
Entering Unmasked Estep 
Score: -5447282.500000 Penalty: 12671.555664
	Iteration 41Q: 3 clusters Score -5447282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 29832 members 
Entering Unmasked Estep 
Score: -5447283.000000 Penalty: 12671.555664
	Iteration 42Q: 3 clusters Score -5447283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 29840 members 
Entering Unmasked Estep 
Score: -5447282.000000 Penalty: 12671.555664
	Iteration 43Q: 3 clusters Score -5447282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 29844 members 
Entering Unmasked Estep 
Score: -5447282.000000 Penalty: 12671.555664
	Iteration 44Q: 3 clusters Score -5447282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -5447280.500000 Penalty: 12671.555664
	Iteration 45Q: 3 clusters Score -5447280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 29847 members 
Entering Unmasked Estep 
Score: -5447278.000000 Penalty: 12671.555664
	Iteration 46Q: 3 clusters Score -5447278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 29847 members 
Entering Unmasked Estep 
Score: -5447278.000000 Penalty: 12671.555664
	Iteration 47F: 3 clusters Score -5447278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Entering Unmasked Estep 
Score: -264604.125000 Penalty: 4559.602539
	Iteration 0F: 2 clusters Score -264604.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -259913.500000 Penalty: 9119.205078
	Iteration 0F: 3 clusters Score -259913.5 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -260532.906250 Penalty: 9119.205078
	Iteration 1F: 3 clusters Score -260532.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -260701.046875 Penalty: 9119.205078
	Iteration 2F: 3 clusters Score -260701 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -260757.359375 Penalty: 9119.205078
	Iteration 3Q: 3 clusters Score -260757.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -260788.546875 Penalty: 9119.205078
	Iteration 4Q: 3 clusters Score -260788.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -260815.109375 Penalty: 9119.205078
	Iteration 5Q: 3 clusters Score -260815.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -260832.609375 Penalty: 9119.205078
	Iteration 6Q: 3 clusters Score -260832.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -260850.796875 Penalty: 9119.205078
	Iteration 7Q: 3 clusters Score -260850.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -260865.484375 Penalty: 9119.205078
	Iteration 8Q: 3 clusters Score -260865.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -260884.828125 Penalty: 9119.205078
	Iteration 9Q: 3 clusters Score -260884.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -260898.625000 Penalty: 9119.205078
	Iteration 10Q: 3 clusters Score -260898.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -260898.625000 Penalty: 9119.205078
	Iteration 11F: 3 clusters Score -260898.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (311956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311956 members 
Entering Unmasked Estep 
Score: -53672188.000000 Penalty: 7748.503418
	Iteration 0F: 2 clusters Score -5.367219e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155642 members 
Mstep: Class 2 contains 156314 members 
Entering Unmasked Estep 
Score: -53468688.000000 Penalty: 15497.006836
	Iteration 0F: 3 clusters Score -5.346869e+07 nChanged 148066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152282 members 
Mstep: Class 2 contains 159674 members 
Entering Unmasked Estep 
Score: -53554316.000000 Penalty: 15497.006836
	Iteration 1F: 3 clusters Score -5.355432e+07 nChanged 9575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150181 members 
Mstep: Class 2 contains 161775 members 
Entering Unmasked Estep 
Score: -53556480.000000 Penalty: 15497.006836
	Iteration 2Q: 3 clusters Score -5.355648e+07 nChanged 10392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146953 members 
Mstep: Class 2 contains 165003 members 
Entering Unmasked Estep 
Score: -53559788.000000 Penalty: 15497.006836
	Iteration 3Q: 3 clusters Score -5.355979e+07 nChanged 11771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142000 members 
Mstep: Class 2 contains 169956 members 
Entering Unmasked Estep 
Score: -53563904.000000 Penalty: 15497.006836
	Iteration 4Q: 3 clusters Score -5.35639e+07 nChanged 14234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134332 members 
Mstep: Class 2 contains 177624 members 
Entering Unmasked Estep 
Score: -53570272.000000 Penalty: 15497.006836
	Iteration 5Q: 3 clusters Score -5.357027e+07 nChanged 17467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123227 members 
Mstep: Class 2 contains 188729 members 
Entering Unmasked Estep 
Score: -53579960.000000 Penalty: 15497.006836
	Iteration 6F: 3 clusters Score -5.357996e+07 nChanged 20388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107955 members 
Mstep: Class 2 contains 204001 members 
Entering Unmasked Estep 
Score: -53593324.000000 Penalty: 15497.006836
	Iteration 7F: 3 clusters Score -5.359332e+07 nChanged 22576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89421 members 
Mstep: Class 2 contains 222535 members 
Entering Unmasked Estep 
Score: -53609896.000000 Penalty: 15497.006836
	Iteration 8F: 3 clusters Score -5.36099e+07 nChanged 21338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70863 members 
Mstep: Class 2 contains 241093 members 
Entering Unmasked Estep 
Score: -53626360.000000 Penalty: 15497.006836
	Iteration 9F: 3 clusters Score -5.362636e+07 nChanged 17217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55672 members 
Mstep: Class 2 contains 256284 members 
Entering Unmasked Estep 
Score: -53639256.000000 Penalty: 15497.006836
	Iteration 10F: 3 clusters Score -5.363926e+07 nChanged 12680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44154 members 
Mstep: Class 2 contains 267802 members 
Entering Unmasked Estep 
Score: -53647620.000000 Penalty: 15497.006836
	Iteration 11Q: 3 clusters Score -5.364762e+07 nChanged 9300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35294 members 
Mstep: Class 2 contains 276662 members 
Entering Unmasked Estep 
Score: -53652416.000000 Penalty: 15497.006836
	Iteration 12Q: 3 clusters Score -5.365242e+07 nChanged 7056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28326 members 
Mstep: Class 2 contains 283630 members 
Entering Unmasked Estep 
Score: -53656032.000000 Penalty: 15497.006836
	Iteration 13Q: 3 clusters Score -5.365603e+07 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 289285 members 
Entering Unmasked Estep 
Score: -53658660.000000 Penalty: 15497.006836
	Iteration 14Q: 3 clusters Score -5.365866e+07 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 293738 members 
Entering Unmasked Estep 
Score: -53660520.000000 Penalty: 15497.006836
	Iteration 15Q: 3 clusters Score -5.366052e+07 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 297275 members 
Entering Unmasked Estep 
Score: -53661860.000000 Penalty: 15497.006836
	Iteration 16Q: 3 clusters Score -5.366186e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 300061 members 
Entering Unmasked Estep 
Score: -53663224.000000 Penalty: 15497.006836
	Iteration 17Q: 3 clusters Score -5.366322e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 302236 members 
Entering Unmasked Estep 
Score: -53664168.000000 Penalty: 15497.006836
	Iteration 18Q: 3 clusters Score -5.366417e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 303857 members 
Entering Unmasked Estep 
Score: -53664768.000000 Penalty: 15497.006836
	Iteration 19Q: 3 clusters Score -5.366477e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 305091 members 
Entering Unmasked Estep 
Score: -53665356.000000 Penalty: 15497.006836
	Iteration 20F: 3 clusters Score -5.366536e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 306021 members 
Entering Unmasked Estep 
Score: -53665672.000000 Penalty: 15497.006836
	Iteration 21Q: 3 clusters Score -5.366567e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 306698 members 
Entering Unmasked Estep 
Score: -53665760.000000 Penalty: 15497.006836
	Iteration 22Q: 3 clusters Score -5.366576e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 307221 members 
Entering Unmasked Estep 
Score: -53665960.000000 Penalty: 15497.006836
	Iteration 23Q: 3 clusters Score -5.366596e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 307606 members 
Entering Unmasked Estep 
Score: -53666108.000000 Penalty: 15497.006836
	Iteration 24Q: 3 clusters Score -5.366611e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 307876 members 
Entering Unmasked Estep 
Score: -53666276.000000 Penalty: 15497.006836
	Iteration 25Q: 3 clusters Score -5.366628e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 308089 members 
Entering Unmasked Estep 
Score: -53666352.000000 Penalty: 15497.006836
	Iteration 26Q: 3 clusters Score -5.366635e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 308279 members 
Entering Unmasked Estep 
Score: -53666416.000000 Penalty: 15497.006836
	Iteration 27Q: 3 clusters Score -5.366642e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 308434 members 
Entering Unmasked Estep 
Score: -53666452.000000 Penalty: 15497.006836
	Iteration 28Q: 3 clusters Score -5.366645e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 308575 members 
Entering Unmasked Estep 
Score: -53666544.000000 Penalty: 15497.006836
	Iteration 29Q: 3 clusters Score -5.366654e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 308690 members 
Entering Unmasked Estep 
Score: -53666496.000000 Penalty: 15497.006836
	Iteration 30Q: 3 clusters Score -5.36665e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 308797 members 
Entering Unmasked Estep 
Score: -53666556.000000 Penalty: 15497.006836
	Iteration 31Q: 3 clusters Score -5.366656e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 308874 members 
Entering Unmasked Estep 
Score: -53666592.000000 Penalty: 15497.006836
	Iteration 32Q: 3 clusters Score -5.366659e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 308939 members 
Entering Unmasked Estep 
Score: -53666684.000000 Penalty: 15497.006836
	Iteration 33Q: 3 clusters Score -5.366668e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 308999 members 
Entering Unmasked Estep 
Score: -53666688.000000 Penalty: 15497.006836
	Iteration 34Q: 3 clusters Score -5.366669e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 309052 members 
Entering Unmasked Estep 
Score: -53666652.000000 Penalty: 15497.006836
	Iteration 35Q: 3 clusters Score -5.366665e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 309102 members 
Entering Unmasked Estep 
Score: -53666612.000000 Penalty: 15497.006836
	Iteration 36Q: 3 clusters Score -5.366661e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 309145 members 
Entering Unmasked Estep 
Score: -53666660.000000 Penalty: 15497.006836
	Iteration 37Q: 3 clusters Score -5.366666e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 309197 members 
Entering Unmasked Estep 
Score: -53666556.000000 Penalty: 15497.006836
	Iteration 38Q: 3 clusters Score -5.366656e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 309257 members 
Entering Unmasked Estep 
Score: -53666612.000000 Penalty: 15497.006836
	Iteration 39Q: 3 clusters Score -5.366661e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 309305 members 
Entering Unmasked Estep 
Score: -53666588.000000 Penalty: 15497.006836
	Iteration 40F: 3 clusters Score -5.366659e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 309341 members 
Entering Unmasked Estep 
Score: -53666604.000000 Penalty: 15497.006836
	Iteration 41Q: 3 clusters Score -5.36666e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 309370 members 
Entering Unmasked Estep 
Score: -53666572.000000 Penalty: 15497.006836
	Iteration 42Q: 3 clusters Score -5.366657e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 309389 members 
Entering Unmasked Estep 
Score: -53666588.000000 Penalty: 15497.006836
	Iteration 43Q: 3 clusters Score -5.366659e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 309421 members 
Entering Unmasked Estep 
Score: -53666532.000000 Penalty: 15497.006836
	Iteration 44Q: 3 clusters Score -5.366653e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 309435 members 
Entering Unmasked Estep 
Score: -53666556.000000 Penalty: 15497.006836
	Iteration 45Q: 3 clusters Score -5.366656e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 309444 members 
Entering Unmasked Estep 
Score: -53666548.000000 Penalty: 15497.006836
	Iteration 46Q: 3 clusters Score -5.366655e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 309460 members 
Entering Unmasked Estep 
Score: -53666576.000000 Penalty: 15497.006836
	Iteration 47Q: 3 clusters Score -5.366658e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 309473 members 
Entering Unmasked Estep 
Score: -53666548.000000 Penalty: 15497.006836
	Iteration 48Q: 3 clusters Score -5.366655e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 309489 members 
Entering Unmasked Estep 
Score: -53666540.000000 Penalty: 15497.006836
	Iteration 49Q: 3 clusters Score -5.366654e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 309507 members 
Entering Unmasked Estep 
Score: -53666560.000000 Penalty: 15497.006836
	Iteration 50Q: 3 clusters Score -5.366656e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 309528 members 
Entering Unmasked Estep 
Score: -53666608.000000 Penalty: 15497.006836
	Iteration 51Q: 3 clusters Score -5.366661e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 309546 members 
Entering Unmasked Estep 
Score: -53666660.000000 Penalty: 15497.006836
	Iteration 52Q: 3 clusters Score -5.366666e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 309557 members 
Entering Unmasked Estep 
Score: -53666696.000000 Penalty: 15497.006836
	Iteration 53Q: 3 clusters Score -5.36667e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 309567 members 
Entering Unmasked Estep 
Score: -53666700.000000 Penalty: 15497.006836
	Iteration 54Q: 3 clusters Score -5.36667e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 309576 members 
Entering Unmasked Estep 
Score: -53666660.000000 Penalty: 15497.006836
	Iteration 55Q: 3 clusters Score -5.366666e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 309585 members 
Entering Unmasked Estep 
Score: -53666644.000000 Penalty: 15497.006836
	Iteration 56Q: 3 clusters Score -5.366664e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 309591 members 
Entering Unmasked Estep 
Score: -53666632.000000 Penalty: 15497.006836
	Iteration 57Q: 3 clusters Score -5.366663e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 309599 members 
Entering Unmasked Estep 
Score: -53666628.000000 Penalty: 15497.006836
	Iteration 58Q: 3 clusters Score -5.366663e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 309600 members 
Entering Unmasked Estep 
Score: -53666624.000000 Penalty: 15497.006836
	Iteration 59Q: 3 clusters Score -5.366662e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 309604 members 
Entering Unmasked Estep 
Score: -53666632.000000 Penalty: 15497.006836
	Iteration 60F: 3 clusters Score -5.366663e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 309610 members 
Entering Unmasked Estep 
Score: -53666600.000000 Penalty: 15497.006836
	Iteration 61Q: 3 clusters Score -5.36666e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 309615 members 
Entering Unmasked Estep 
Score: -53666584.000000 Penalty: 15497.006836
	Iteration 62Q: 3 clusters Score -5.366658e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 309621 members 
Entering Unmasked Estep 
Score: -53666580.000000 Penalty: 15497.006836
	Iteration 63Q: 3 clusters Score -5.366658e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 309625 members 
Entering Unmasked Estep 
Score: -53666636.000000 Penalty: 15497.006836
	Iteration 64Q: 3 clusters Score -5.366664e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 309628 members 
Entering Unmasked Estep 
Score: -53666616.000000 Penalty: 15497.006836
	Iteration 65Q: 3 clusters Score -5.366662e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 309628 members 
Entering Unmasked Estep 
Score: -53666584.000000 Penalty: 15497.006836
	Iteration 66Q: 3 clusters Score -5.366658e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 309629 members 
Entering Unmasked Estep 
Score: -53666592.000000 Penalty: 15497.006836
	Iteration 67Q: 3 clusters Score -5.366659e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 309633 members 
Entering Unmasked Estep 
Score: -53666548.000000 Penalty: 15497.006836
	Iteration 68Q: 3 clusters Score -5.366655e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 309637 members 
Entering Unmasked Estep 
Score: -53666580.000000 Penalty: 15497.006836
	Iteration 69Q: 3 clusters Score -5.366658e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 309639 members 
Entering Unmasked Estep 
Score: -53666600.000000 Penalty: 15497.006836
	Iteration 70Q: 3 clusters Score -5.36666e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 309642 members 
Entering Unmasked Estep 
Score: -53666540.000000 Penalty: 15497.006836
	Iteration 71Q: 3 clusters Score -5.366654e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 309642 members 
Entering Unmasked Estep 
Score: -53666532.000000 Penalty: 15497.006836
	Iteration 72Q: 3 clusters Score -5.366653e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 309642 members 
Entering Unmasked Estep 
Score: -53666532.000000 Penalty: 15497.006836
	Iteration 73F: 3 clusters Score -5.366653e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Entering Unmasked Estep 
Score: -2043733.625000 Penalty: 5736.607910
	Iteration 0F: 2 clusters Score -2043734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -2032401.125000 Penalty: 11473.215820
	Iteration 0F: 3 clusters Score -2032401 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -2034913.000000 Penalty: 11473.215820
	Iteration 1F: 3 clusters Score -2034913 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -2035406.500000 Penalty: 11473.215820
	Iteration 2F: 3 clusters Score -2035406 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -2035661.625000 Penalty: 11473.215820
	Iteration 3Q: 3 clusters Score -2035662 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -2035809.375000 Penalty: 11473.215820
	Iteration 4Q: 3 clusters Score -2035809 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -2035919.375000 Penalty: 11473.215820
	Iteration 5Q: 3 clusters Score -2035919 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -2035998.625000 Penalty: 11473.215820
	Iteration 6Q: 3 clusters Score -2035999 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -2036062.625000 Penalty: 11473.215820
	Iteration 7Q: 3 clusters Score -2036063 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -2036106.500000 Penalty: 11473.215820
	Iteration 8Q: 3 clusters Score -2036106 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -2036150.500000 Penalty: 11473.215820
	Iteration 9Q: 3 clusters Score -2036150 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -2036186.125000 Penalty: 11473.215820
	Iteration 10Q: 3 clusters Score -2036186 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -2036230.625000 Penalty: 11473.215820
	Iteration 11Q: 3 clusters Score -2036231 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -2036261.125000 Penalty: 11473.215820
	Iteration 12Q: 3 clusters Score -2036261 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -2036290.625000 Penalty: 11473.215820
	Iteration 13Q: 3 clusters Score -2036291 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -2036313.500000 Penalty: 11473.215820
	Iteration 14Q: 3 clusters Score -2036314 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -2036336.625000 Penalty: 11473.215820
	Iteration 15Q: 3 clusters Score -2036337 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -2036365.875000 Penalty: 11473.215820
	Iteration 16Q: 3 clusters Score -2036366 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -2036393.375000 Penalty: 11473.215820
	Iteration 17Q: 3 clusters Score -2036393 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -2036409.500000 Penalty: 11473.215820
	Iteration 18Q: 3 clusters Score -2036410 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -2036425.750000 Penalty: 11473.215820
	Iteration 19Q: 3 clusters Score -2036426 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -2036446.750000 Penalty: 11473.215820
	Iteration 20F: 3 clusters Score -2036447 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -2036477.875000 Penalty: 11473.215820
	Iteration 21Q: 3 clusters Score -2036478 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -2036507.250000 Penalty: 11473.215820
	Iteration 22Q: 3 clusters Score -2036507 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -2036536.250000 Penalty: 11473.215820
	Iteration 23Q: 3 clusters Score -2036536 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -2036570.375000 Penalty: 11473.215820
	Iteration 24Q: 3 clusters Score -2036570 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -2036610.125000 Penalty: 11473.215820
	Iteration 25Q: 3 clusters Score -2036610 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -2036670.000000 Penalty: 11473.215820
	Iteration 26Q: 3 clusters Score -2036670 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -2036720.250000 Penalty: 11473.215820
	Iteration 27Q: 3 clusters Score -2036720 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -2036770.000000 Penalty: 11473.215820
	Iteration 28Q: 3 clusters Score -2036770 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -2036844.000000 Penalty: 11473.215820
	Iteration 29Q: 3 clusters Score -2036844 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -2036919.875000 Penalty: 11473.215820
	Iteration 30Q: 3 clusters Score -2036920 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -2036998.750000 Penalty: 11473.215820
	Iteration 31Q: 3 clusters Score -2036999 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -2037089.375000 Penalty: 11473.215820
	Iteration 32Q: 3 clusters Score -2037089 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -2037176.625000 Penalty: 11473.215820
	Iteration 33Q: 3 clusters Score -2037177 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -2037255.750000 Penalty: 11473.215820
	Iteration 34Q: 3 clusters Score -2037256 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -2037319.375000 Penalty: 11473.215820
	Iteration 35Q: 3 clusters Score -2037319 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -2037391.500000 Penalty: 11473.215820
	Iteration 36Q: 3 clusters Score -2037392 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -2037467.375000 Penalty: 11473.215820
	Iteration 37Q: 3 clusters Score -2037467 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -2037533.375000 Penalty: 11473.215820
	Iteration 38Q: 3 clusters Score -2037533 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2037601.000000 Penalty: 11473.215820
	Iteration 39Q: 3 clusters Score -2037601 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2037692.500000 Penalty: 11473.215820
	Iteration 40F: 3 clusters Score -2037692 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -2037752.375000 Penalty: 11473.215820
	Iteration 41Q: 3 clusters Score -2037752 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2037832.500000 Penalty: 11473.215820
	Iteration 42Q: 3 clusters Score -2037832 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2037891.125000 Penalty: 11473.215820
	Iteration 43Q: 3 clusters Score -2037891 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2037942.000000 Penalty: 11473.215820
	Iteration 44Q: 3 clusters Score -2037942 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2037991.000000 Penalty: 11473.215820
	Iteration 45Q: 3 clusters Score -2037991 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2038041.875000 Penalty: 11473.215820
	Iteration 46Q: 3 clusters Score -2038042 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2038079.500000 Penalty: 11473.215820
	Iteration 47Q: 3 clusters Score -2038080 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2038114.500000 Penalty: 11473.215820
	Iteration 48Q: 3 clusters Score -2038114 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2038155.875000 Penalty: 11473.215820
	Iteration 49Q: 3 clusters Score -2038156 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2038204.625000 Penalty: 11473.215820
	Iteration 50Q: 3 clusters Score -2038205 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2038237.750000 Penalty: 11473.215820
	Iteration 51Q: 3 clusters Score -2038238 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2038273.375000 Penalty: 11473.215820
	Iteration 52Q: 3 clusters Score -2038273 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2038308.500000 Penalty: 11473.215820
	Iteration 53Q: 3 clusters Score -2038308 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2038329.750000 Penalty: 11473.215820
	Iteration 54Q: 3 clusters Score -2038330 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2038346.125000 Penalty: 11473.215820
	Iteration 55Q: 3 clusters Score -2038346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2038355.250000 Penalty: 11473.215820
	Iteration 56Q: 3 clusters Score -2038355 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2038359.750000 Penalty: 11473.215820
	Iteration 57Q: 3 clusters Score -2038360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2038364.500000 Penalty: 11473.215820
	Iteration 58Q: 3 clusters Score -2038364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2038368.875000 Penalty: 11473.215820
	Iteration 59Q: 3 clusters Score -2038369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2038374.250000 Penalty: 11473.215820
	Iteration 60F: 3 clusters Score -2038374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2038382.875000 Penalty: 11473.215820
	Iteration 61Q: 3 clusters Score -2038383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2038384.500000 Penalty: 11473.215820
	Iteration 62Q: 3 clusters Score -2038384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2038384.875000 Penalty: 11473.215820
	Iteration 63Q: 3 clusters Score -2038385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2038385.625000 Penalty: 11473.215820
	Iteration 64Q: 3 clusters Score -2038386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2038385.250000 Penalty: 11473.215820
	Iteration 65Q: 3 clusters Score -2038385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2038385.125000 Penalty: 11473.215820
	Iteration 66Q: 3 clusters Score -2038385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2038392.750000 Penalty: 11473.215820
	Iteration 67Q: 3 clusters Score -2038393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2038396.125000 Penalty: 11473.215820
	Iteration 68Q: 3 clusters Score -2038396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2038401.625000 Penalty: 11473.215820
	Iteration 69Q: 3 clusters Score -2038402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2038411.125000 Penalty: 11473.215820
	Iteration 70Q: 3 clusters Score -2038411 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2038419.125000 Penalty: 11473.215820
	Iteration 71Q: 3 clusters Score -2038419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2038424.250000 Penalty: 11473.215820
	Iteration 72Q: 3 clusters Score -2038424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2038426.125000 Penalty: 11473.215820
	Iteration 73Q: 3 clusters Score -2038426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2038432.250000 Penalty: 11473.215820
	Iteration 74Q: 3 clusters Score -2038432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2038435.250000 Penalty: 11473.215820
	Iteration 75Q: 3 clusters Score -2038435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2038438.125000 Penalty: 11473.215820
	Iteration 76Q: 3 clusters Score -2038438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2038441.125000 Penalty: 11473.215820
	Iteration 77Q: 3 clusters Score -2038441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2038440.500000 Penalty: 11473.215820
	Iteration 78Q: 3 clusters Score -2038440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2038440.500000 Penalty: 11473.215820
	Iteration 79F: 3 clusters Score -2038440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (29775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29775 members 
Entering Unmasked Estep 
Score: -5152727.500000 Penalty: 6309.622070
	Iteration 0F: 2 clusters Score -5152728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -5129983.000000 Penalty: 12619.244141
	Iteration 0F: 3 clusters Score -5129983 nChanged 12644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -5137090.000000 Penalty: 12619.244141
	Iteration 1F: 3 clusters Score -5137090 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -5139794.000000 Penalty: 12619.244141
	Iteration 2F: 3 clusters Score -5139794 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -5143076.000000 Penalty: 12619.244141
	Iteration 3F: 3 clusters Score -5143076 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -5146196.500000 Penalty: 12619.244141
	Iteration 4F: 3 clusters Score -5146196 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -5149049.000000 Penalty: 12619.244141
	Iteration 5F: 3 clusters Score -5149049 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -5151063.000000 Penalty: 12619.244141
	Iteration 6F: 3 clusters Score -5151063 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24099 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -5152322.500000 Penalty: 12619.244141
	Iteration 7Q: 3 clusters Score -5152322 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -5153105.500000 Penalty: 12619.244141
	Iteration 8Q: 3 clusters Score -5153106 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -5153581.000000 Penalty: 12619.244141
	Iteration 9Q: 3 clusters Score -5153581 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -5153913.000000 Penalty: 12619.244141
	Iteration 10Q: 3 clusters Score -5153913 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -5154106.500000 Penalty: 12619.244141
	Iteration 11Q: 3 clusters Score -5154106 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -5154249.500000 Penalty: 12619.244141
	Iteration 12Q: 3 clusters Score -5154250 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26567 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -5154304.500000 Penalty: 12619.244141
	Iteration 13Q: 3 clusters Score -5154304 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26670 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -5154374.000000 Penalty: 12619.244141
	Iteration 14Q: 3 clusters Score -5154374 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26759 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -5154424.500000 Penalty: 12619.244141
	Iteration 15Q: 3 clusters Score -5154424 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26829 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -5154497.500000 Penalty: 12619.244141
	Iteration 16Q: 3 clusters Score -5154498 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26891 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -5154549.500000 Penalty: 12619.244141
	Iteration 17Q: 3 clusters Score -5154550 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -5154643.500000 Penalty: 12619.244141
	Iteration 18Q: 3 clusters Score -5154644 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -5154768.500000 Penalty: 12619.244141
	Iteration 19Q: 3 clusters Score -5154768 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27063 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -5154859.500000 Penalty: 12619.244141
	Iteration 20F: 3 clusters Score -5154860 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -5154921.000000 Penalty: 12619.244141
	Iteration 21Q: 3 clusters Score -5154921 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27135 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -5154963.500000 Penalty: 12619.244141
	Iteration 22Q: 3 clusters Score -5154964 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -5154980.000000 Penalty: 12619.244141
	Iteration 23Q: 3 clusters Score -5154980 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -5154988.500000 Penalty: 12619.244141
	Iteration 24Q: 3 clusters Score -5154988 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27208 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -5154998.500000 Penalty: 12619.244141
	Iteration 25Q: 3 clusters Score -5154998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27220 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -5154983.000000 Penalty: 12619.244141
	Iteration 26Q: 3 clusters Score -5154983 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -5154992.000000 Penalty: 12619.244141
	Iteration 27Q: 3 clusters Score -5154992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27249 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -5154996.500000 Penalty: 12619.244141
	Iteration 28Q: 3 clusters Score -5154996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -5155001.500000 Penalty: 12619.244141
	Iteration 29Q: 3 clusters Score -5155002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -5155009.500000 Penalty: 12619.244141
	Iteration 30Q: 3 clusters Score -5155010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27269 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -5154999.500000 Penalty: 12619.244141
	Iteration 31Q: 3 clusters Score -5155000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -5155001.000000 Penalty: 12619.244141
	Iteration 32Q: 3 clusters Score -5155001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -5155003.500000 Penalty: 12619.244141
	Iteration 33Q: 3 clusters Score -5155004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -5155003.500000 Penalty: 12619.244141
	Iteration 34F: 3 clusters Score -5155004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 36755 members 
Mstep: Class 3 contains 515651 members 
Mstep: Class 4 contains 1601 members 
Mstep: Class 5 contains 31074 members 
Mstep: Class 6 contains 1710 members 
Mstep: Class 7 contains 311956 members 
Mstep: Class 8 contains 11683 members 
Mstep: Class 9 contains 27276 members 
Mstep: Class 10 contains 791 members 
Mstep: Class 11 contains 34595 members 
Mstep: Class 12 contains 1546 members 
Mstep: Class 13 contains 8592 members 
Mstep: Class 14 contains 46296 members 
Mstep: Class 15 contains 1233 members 
Mstep: Class 16 contains 21100 members 
Mstep: Class 17 contains 6246 members 
Mstep: Class 18 contains 194054 members 
Mstep: Class 19 contains 93996 members 
Mstep: Class 20 contains 2323 members 
Mstep: Class 21 contains 2499 members 
Entering Unmasked Estep 
Score: -233319504.000000 Penalty: 181791.359375
Splitting cluster 9 changes total score from -233311600.000000 to -233319504.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 10 (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: -114730.382812 Penalty: 4087.395020
	Iteration 0F: 2 clusters Score -114730.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -110916.390625 Penalty: 8174.790039
	Iteration 0F: 3 clusters Score -110916.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -111172.757812 Penalty: 8174.790039
	Iteration 1F: 3 clusters Score -111172.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -111266.031250 Penalty: 8174.790039
	Iteration 2Q: 3 clusters Score -111266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -111293.156250 Penalty: 8174.790039
	Iteration 3Q: 3 clusters Score -111293.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -111313.703125 Penalty: 8174.790039
	Iteration 4Q: 3 clusters Score -111313.7 nChanged 3
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: -111337.679688 Penalty: 8174.790039
	Iteration 5Q: 3 clusters Score -111337.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -111340.703125 Penalty: 8174.790039
	Iteration 6Q: 3 clusters Score -111340.7 nChanged 1
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: -111343.187500 Penalty: 8174.790039
	Iteration 7Q: 3 clusters Score -111343.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -111344.390625 Penalty: 8174.790039
	Iteration 8Q: 3 clusters Score -111344.4 nChanged 1
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: -111348.804688 Penalty: 8174.790039
	Iteration 9Q: 3 clusters Score -111348.8 nChanged 0
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: -111348.804688 Penalty: 8174.790039
	Iteration 10F: 3 clusters Score -111348.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (34595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34595 members 
Entering Unmasked Estep 
Score: -5705338.500000 Penalty: 6401.521973
	Iteration 0F: 2 clusters Score -5705338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -5679442.500000 Penalty: 12803.043945
	Iteration 0F: 3 clusters Score -5679442 nChanged 14774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -5687406.000000 Penalty: 12803.043945
	Iteration 1F: 3 clusters Score -5687406 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -5688192.000000 Penalty: 12803.043945
	Iteration 2F: 3 clusters Score -5688192 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -5688801.000000 Penalty: 12803.043945
	Iteration 3Q: 3 clusters Score -5688801 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -5689277.000000 Penalty: 12803.043945
	Iteration 4Q: 3 clusters Score -5689277 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -5689736.500000 Penalty: 12803.043945
	Iteration 5Q: 3 clusters Score -5689736 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -5690143.500000 Penalty: 12803.043945
	Iteration 6Q: 3 clusters Score -5690144 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -5690495.500000 Penalty: 12803.043945
	Iteration 7Q: 3 clusters Score -5690496 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -5690817.000000 Penalty: 12803.043945
	Iteration 8Q: 3 clusters Score -5690817 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -5691073.000000 Penalty: 12803.043945
	Iteration 9Q: 3 clusters Score -5691073 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -5691363.500000 Penalty: 12803.043945
	Iteration 10Q: 3 clusters Score -5691364 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -5691625.000000 Penalty: 12803.043945
	Iteration 11Q: 3 clusters Score -5691625 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -5691911.000000 Penalty: 12803.043945
	Iteration 12Q: 3 clusters Score -5691911 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -5692234.500000 Penalty: 12803.043945
	Iteration 13Q: 3 clusters Score -5692234 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -5692534.500000 Penalty: 12803.043945
	Iteration 14Q: 3 clusters Score -5692534 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -5692912.500000 Penalty: 12803.043945
	Iteration 15Q: 3 clusters Score -5692912 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -5693307.000000 Penalty: 12803.043945
	Iteration 16Q: 3 clusters Score -5693307 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -5693701.500000 Penalty: 12803.043945
	Iteration 17Q: 3 clusters Score -5693702 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -5694105.500000 Penalty: 12803.043945
	Iteration 18Q: 3 clusters Score -5694106 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -5694507.000000 Penalty: 12803.043945
	Iteration 19Q: 3 clusters Score -5694507 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -5694940.500000 Penalty: 12803.043945
	Iteration 20F: 3 clusters Score -5694940 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -5695318.500000 Penalty: 12803.043945
	Iteration 21Q: 3 clusters Score -5695318 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -5695752.000000 Penalty: 12803.043945
	Iteration 22Q: 3 clusters Score -5695752 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 24816 members 
Entering Unmasked Estep 
Score: -5696121.000000 Penalty: 12803.043945
	Iteration 23Q: 3 clusters Score -5696121 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 25300 members 
Entering Unmasked Estep 
Score: -5696462.000000 Penalty: 12803.043945
	Iteration 24Q: 3 clusters Score -5696462 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 25733 members 
Entering Unmasked Estep 
Score: -5696729.000000 Penalty: 12803.043945
	Iteration 25Q: 3 clusters Score -5696729 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 26135 members 
Entering Unmasked Estep 
Score: -5696980.000000 Penalty: 12803.043945
	Iteration 26Q: 3 clusters Score -5696980 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 26483 members 
Entering Unmasked Estep 
Score: -5697207.000000 Penalty: 12803.043945
	Iteration 27Q: 3 clusters Score -5697207 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 26773 members 
Entering Unmasked Estep 
Score: -5697348.500000 Penalty: 12803.043945
	Iteration 28Q: 3 clusters Score -5697348 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
Score: -5697493.500000 Penalty: 12803.043945
	Iteration 29Q: 3 clusters Score -5697494 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 27296 members 
Entering Unmasked Estep 
Score: -5697622.500000 Penalty: 12803.043945
	Iteration 30Q: 3 clusters Score -5697622 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 27519 members 
Entering Unmasked Estep 
Score: -5697728.000000 Penalty: 12803.043945
	Iteration 31Q: 3 clusters Score -5697728 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 27743 members 
Entering Unmasked Estep 
Score: -5697801.500000 Penalty: 12803.043945
	Iteration 32Q: 3 clusters Score -5697802 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 27942 members 
Entering Unmasked Estep 
Score: -5697858.500000 Penalty: 12803.043945
	Iteration 33Q: 3 clusters Score -5697858 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
Score: -5697932.500000 Penalty: 12803.043945
	Iteration 34Q: 3 clusters Score -5697932 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 28317 members 
Entering Unmasked Estep 
Score: -5697982.000000 Penalty: 12803.043945
	Iteration 35Q: 3 clusters Score -5697982 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 28471 members 
Entering Unmasked Estep 
Score: -5698045.000000 Penalty: 12803.043945
	Iteration 36Q: 3 clusters Score -5698045 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 28608 members 
Entering Unmasked Estep 
Score: -5698086.000000 Penalty: 12803.043945
	Iteration 37Q: 3 clusters Score -5698086 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 28741 members 
Entering Unmasked Estep 
Score: -5698095.000000 Penalty: 12803.043945
	Iteration 38Q: 3 clusters Score -5698095 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 28871 members 
Entering Unmasked Estep 
Score: -5698131.500000 Penalty: 12803.043945
	Iteration 39Q: 3 clusters Score -5698132 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 29007 members 
Entering Unmasked Estep 
Score: -5698210.500000 Penalty: 12803.043945
	Iteration 40F: 3 clusters Score -5698210 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 29126 members 
Entering Unmasked Estep 
Score: -5698245.000000 Penalty: 12803.043945
	Iteration 41Q: 3 clusters Score -5698245 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 29247 members 
Entering Unmasked Estep 
Score: -5698269.500000 Penalty: 12803.043945
	Iteration 42Q: 3 clusters Score -5698270 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 29379 members 
Entering Unmasked Estep 
Score: -5698291.000000 Penalty: 12803.043945
	Iteration 43Q: 3 clusters Score -5698291 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 29496 members 
Entering Unmasked Estep 
Score: -5698314.500000 Penalty: 12803.043945
	Iteration 44Q: 3 clusters Score -5698314 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 29610 members 
Entering Unmasked Estep 
Score: -5698340.000000 Penalty: 12803.043945
	Iteration 45Q: 3 clusters Score -5698340 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 29719 members 
Entering Unmasked Estep 
Score: -5698363.000000 Penalty: 12803.043945
	Iteration 46Q: 3 clusters Score -5698363 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 29836 members 
Entering Unmasked Estep 
Score: -5698410.000000 Penalty: 12803.043945
	Iteration 47Q: 3 clusters Score -5698410 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 29943 members 
Entering Unmasked Estep 
Score: -5698452.500000 Penalty: 12803.043945
	Iteration 48Q: 3 clusters Score -5698452 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 30048 members 
Entering Unmasked Estep 
Score: -5698497.000000 Penalty: 12803.043945
	Iteration 49Q: 3 clusters Score -5698497 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 30145 members 
Entering Unmasked Estep 
Score: -5698534.000000 Penalty: 12803.043945
	Iteration 50Q: 3 clusters Score -5698534 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -5698552.000000 Penalty: 12803.043945
	Iteration 51Q: 3 clusters Score -5698552 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 30336 members 
Entering Unmasked Estep 
Score: -5698574.500000 Penalty: 12803.043945
	Iteration 52Q: 3 clusters Score -5698574 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 30421 members 
Entering Unmasked Estep 
Score: -5698600.500000 Penalty: 12803.043945
	Iteration 53Q: 3 clusters Score -5698600 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 30506 members 
Entering Unmasked Estep 
Score: -5698631.500000 Penalty: 12803.043945
	Iteration 54Q: 3 clusters Score -5698632 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 30590 members 
Entering Unmasked Estep 
Score: -5698660.000000 Penalty: 12803.043945
	Iteration 55Q: 3 clusters Score -5698660 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 30689 members 
Entering Unmasked Estep 
Score: -5698687.500000 Penalty: 12803.043945
	Iteration 56Q: 3 clusters Score -5698688 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 30811 members 
Entering Unmasked Estep 
Score: -5698733.500000 Penalty: 12803.043945
	Iteration 57Q: 3 clusters Score -5698734 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 30924 members 
Entering Unmasked Estep 
Score: -5698778.500000 Penalty: 12803.043945
	Iteration 58Q: 3 clusters Score -5698778 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 31014 members 
Entering Unmasked Estep 
Score: -5698825.000000 Penalty: 12803.043945
	Iteration 59Q: 3 clusters Score -5698825 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 31115 members 
Entering Unmasked Estep 
Score: -5698861.000000 Penalty: 12803.043945
	Iteration 60F: 3 clusters Score -5698861 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 31216 members 
Entering Unmasked Estep 
Score: -5698889.500000 Penalty: 12803.043945
	Iteration 61Q: 3 clusters Score -5698890 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 31316 members 
Entering Unmasked Estep 
Score: -5698943.500000 Penalty: 12803.043945
	Iteration 62Q: 3 clusters Score -5698944 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 31422 members 
Entering Unmasked Estep 
Score: -5698970.500000 Penalty: 12803.043945
	Iteration 63Q: 3 clusters Score -5698970 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 31545 members 
Entering Unmasked Estep 
Score: -5699021.000000 Penalty: 12803.043945
	Iteration 64Q: 3 clusters Score -5699021 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 31677 members 
Entering Unmasked Estep 
Score: -5699072.500000 Penalty: 12803.043945
	Iteration 65Q: 3 clusters Score -5699072 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 31812 members 
Entering Unmasked Estep 
Score: -5699130.000000 Penalty: 12803.043945
	Iteration 66Q: 3 clusters Score -5699130 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 31930 members 
Entering Unmasked Estep 
Score: -5699188.500000 Penalty: 12803.043945
	Iteration 67Q: 3 clusters Score -5699188 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 32025 members 
Entering Unmasked Estep 
Score: -5699258.000000 Penalty: 12803.043945
	Iteration 68Q: 3 clusters Score -5699258 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 32114 members 
Entering Unmasked Estep 
Score: -5699288.500000 Penalty: 12803.043945
	Iteration 69Q: 3 clusters Score -5699288 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 32191 members 
Entering Unmasked Estep 
Score: -5699320.000000 Penalty: 12803.043945
	Iteration 70Q: 3 clusters Score -5699320 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 32251 members 
Entering Unmasked Estep 
Score: -5699352.500000 Penalty: 12803.043945
	Iteration 71Q: 3 clusters Score -5699352 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 32308 members 
Entering Unmasked Estep 
Score: -5699370.000000 Penalty: 12803.043945
	Iteration 72Q: 3 clusters Score -5699370 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 32363 members 
Entering Unmasked Estep 
Score: -5699395.000000 Penalty: 12803.043945
	Iteration 73Q: 3 clusters Score -5699395 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 32436 members 
Entering Unmasked Estep 
Score: -5699453.000000 Penalty: 12803.043945
	Iteration 74Q: 3 clusters Score -5699453 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 32498 members 
Entering Unmasked Estep 
Score: -5699484.500000 Penalty: 12803.043945
	Iteration 75Q: 3 clusters Score -5699484 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 32559 members 
Entering Unmasked Estep 
Score: -5699519.500000 Penalty: 12803.043945
	Iteration 76Q: 3 clusters Score -5699520 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 32624 members 
Entering Unmasked Estep 
Score: -5699551.000000 Penalty: 12803.043945
	Iteration 77Q: 3 clusters Score -5699551 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 32672 members 
Entering Unmasked Estep 
Score: -5699585.500000 Penalty: 12803.043945
	Iteration 78Q: 3 clusters Score -5699586 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 32723 members 
Entering Unmasked Estep 
Score: -5699620.000000 Penalty: 12803.043945
	Iteration 79Q: 3 clusters Score -5699620 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 32773 members 
Entering Unmasked Estep 
Score: -5699640.500000 Penalty: 12803.043945
	Iteration 80F: 3 clusters Score -5699640 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 32814 members 
Entering Unmasked Estep 
Score: -5699655.000000 Penalty: 12803.043945
	Iteration 81Q: 3 clusters Score -5699655 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 32854 members 
Entering Unmasked Estep 
Score: -5699678.000000 Penalty: 12803.043945
	Iteration 82Q: 3 clusters Score -5699678 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 32897 members 
Entering Unmasked Estep 
Score: -5699692.500000 Penalty: 12803.043945
	Iteration 83Q: 3 clusters Score -5699692 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 32935 members 
Entering Unmasked Estep 
Score: -5699692.500000 Penalty: 12803.043945
	Iteration 84Q: 3 clusters Score -5699692 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 32968 members 
Entering Unmasked Estep 
Score: -5699723.000000 Penalty: 12803.043945
	Iteration 85Q: 3 clusters Score -5699723 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 33004 members 
Entering Unmasked Estep 
Score: -5699734.000000 Penalty: 12803.043945
	Iteration 86Q: 3 clusters Score -5699734 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 33028 members 
Entering Unmasked Estep 
Score: -5699745.500000 Penalty: 12803.043945
	Iteration 87Q: 3 clusters Score -5699746 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 33053 members 
Entering Unmasked Estep 
Score: -5699762.000000 Penalty: 12803.043945
	Iteration 88Q: 3 clusters Score -5699762 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 33068 members 
Entering Unmasked Estep 
Score: -5699775.000000 Penalty: 12803.043945
	Iteration 89Q: 3 clusters Score -5699775 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 33083 members 
Entering Unmasked Estep 
Score: -5699787.000000 Penalty: 12803.043945
	Iteration 90Q: 3 clusters Score -5699787 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 33099 members 
Entering Unmasked Estep 
Score: -5699803.500000 Penalty: 12803.043945
	Iteration 91Q: 3 clusters Score -5699804 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 33119 members 
Entering Unmasked Estep 
Score: -5699820.000000 Penalty: 12803.043945
	Iteration 92Q: 3 clusters Score -5699820 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 33140 members 
Entering Unmasked Estep 
Score: -5699830.000000 Penalty: 12803.043945
	Iteration 93Q: 3 clusters Score -5699830 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 33153 members 
Entering Unmasked Estep 
Score: -5699840.000000 Penalty: 12803.043945
	Iteration 94Q: 3 clusters Score -5699840 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 33166 members 
Entering Unmasked Estep 
Score: -5699845.500000 Penalty: 12803.043945
	Iteration 95Q: 3 clusters Score -5699846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 33172 members 
Entering Unmasked Estep 
Score: -5699854.500000 Penalty: 12803.043945
	Iteration 96Q: 3 clusters Score -5699854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 33180 members 
Entering Unmasked Estep 
Score: -5699850.500000 Penalty: 12803.043945
	Iteration 97Q: 3 clusters Score -5699850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 33181 members 
Entering Unmasked Estep 
Score: -5699853.500000 Penalty: 12803.043945
	Iteration 98Q: 3 clusters Score -5699854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 33182 members 
Entering Unmasked Estep 
Score: -5699858.000000 Penalty: 12803.043945
	Iteration 99Q: 3 clusters Score -5699858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 33182 members 
Entering Unmasked Estep 
Score: -5699858.000000 Penalty: 12803.043945
	Iteration 100F: 3 clusters Score -5699858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Entering Unmasked Estep 
Score: -222625.031250 Penalty: 4497.848633
	Iteration 0F: 2 clusters Score -222625 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -218500.812500 Penalty: 8995.697266
	Iteration 0F: 3 clusters Score -218500.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -220019.812500 Penalty: 8995.697266
	Iteration 1F: 3 clusters Score -220019.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -220778.656250 Penalty: 8995.697266
	Iteration 2F: 3 clusters Score -220778.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -221562.625000 Penalty: 8995.697266
	Iteration 3F: 3 clusters Score -221562.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -222535.968750 Penalty: 8995.697266
	Iteration 4F: 3 clusters Score -222536 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -223584.906250 Penalty: 8995.697266
	Iteration 5F: 3 clusters Score -223584.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -224302.765625 Penalty: 8995.697266
	Iteration 6Q: 3 clusters Score -224302.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -224689.671875 Penalty: 8995.697266
	Iteration 7Q: 3 clusters Score -224689.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -225003.921875 Penalty: 8995.697266
	Iteration 8Q: 3 clusters Score -225003.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -225865.328125 Penalty: 8995.697266
	Iteration 9Q: 3 clusters Score -225865.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -226672.453125 Penalty: 8995.697266
	Iteration 10Q: 3 clusters Score -226672.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -227307.343750 Penalty: 8995.697266
	Iteration 11Q: 3 clusters Score -227307.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -227319.640625 Penalty: 8995.697266
	Iteration 12Q: 3 clusters Score -227319.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -227328.296875 Penalty: 8995.697266
	Iteration 13Q: 3 clusters Score -227328.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -227344.390625 Penalty: 8995.697266
	Iteration 14Q: 3 clusters Score -227344.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -227357.078125 Penalty: 8995.697266
	Iteration 15Q: 3 clusters Score -227357.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -227368.750000 Penalty: 8995.697266
	Iteration 16Q: 3 clusters Score -227368.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -227383.703125 Penalty: 8995.697266
	Iteration 17Q: 3 clusters Score -227383.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -227412.703125 Penalty: 8995.697266
	Iteration 18Q: 3 clusters Score -227412.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -227450.015625 Penalty: 8995.697266
	Iteration 19Q: 3 clusters Score -227450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -227502.703125 Penalty: 8995.697266
	Iteration 20F: 3 clusters Score -227502.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -227711.546875 Penalty: 8995.697266
	Iteration 21Q: 3 clusters Score -227711.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -227810.531250 Penalty: 8995.697266
	Iteration 22Q: 3 clusters Score -227810.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -227810.531250 Penalty: 8995.697266
	Iteration 23F: 3 clusters Score -227810.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 36755 members 
Mstep: Class 3 contains 515651 members 
Mstep: Class 4 contains 1601 members 
Mstep: Class 5 contains 31074 members 
Mstep: Class 6 contains 1710 members 
Mstep: Class 7 contains 311956 members 
Mstep: Class 8 contains 11683 members 
Mstep: Class 9 contains 27276 members 
Mstep: Class 10 contains 791 members 
Mstep: Class 11 contains 34595 members 
Mstep: Class 12 contains 1164 members 
Mstep: Class 13 contains 8592 members 
Mstep: Class 14 contains 46296 members 
Mstep: Class 15 contains 1233 members 
Mstep: Class 16 contains 21100 members 
Mstep: Class 17 contains 6246 members 
Mstep: Class 18 contains 194054 members 
Mstep: Class 19 contains 93996 members 
Mstep: Class 20 contains 2323 members 
Mstep: Class 21 contains 2499 members 
Mstep: Class 22 contains 382 members 
Entering Unmasked Estep 
Score: -233319968.000000 Penalty: 190448.093750
Splitting cluster 12 changes total score from -233311600.000000 to -233319968.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 13 (8592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Entering Unmasked Estep 
Score: -1416198.750000 Penalty: 5548.384766
	Iteration 0F: 2 clusters Score -1416199 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1406758.250000 Penalty: 11096.769531
	Iteration 0F: 3 clusters Score -1406758 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1408644.500000 Penalty: 11096.769531
	Iteration 1F: 3 clusters Score -1408644 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1409091.500000 Penalty: 11096.769531
	Iteration 2F: 3 clusters Score -1409092 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1409363.500000 Penalty: 11096.769531
	Iteration 3Q: 3 clusters Score -1409364 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1409590.750000 Penalty: 11096.769531
	Iteration 4Q: 3 clusters Score -1409591 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1409808.125000 Penalty: 11096.769531
	Iteration 5Q: 3 clusters Score -1409808 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1409983.875000 Penalty: 11096.769531
	Iteration 6Q: 3 clusters Score -1409984 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1410124.500000 Penalty: 11096.769531
	Iteration 7Q: 3 clusters Score -1410124 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1410244.000000 Penalty: 11096.769531
	Iteration 8Q: 3 clusters Score -1410244 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1410354.500000 Penalty: 11096.769531
	Iteration 9Q: 3 clusters Score -1410354 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1410442.125000 Penalty: 11096.769531
	Iteration 10Q: 3 clusters Score -1410442 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1410499.250000 Penalty: 11096.769531
	Iteration 11Q: 3 clusters Score -1410499 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1410545.750000 Penalty: 11096.769531
	Iteration 12Q: 3 clusters Score -1410546 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1410575.250000 Penalty: 11096.769531
	Iteration 13Q: 3 clusters Score -1410575 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1410600.625000 Penalty: 11096.769531
	Iteration 14Q: 3 clusters Score -1410601 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1410622.750000 Penalty: 11096.769531
	Iteration 15Q: 3 clusters Score -1410623 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1410647.625000 Penalty: 11096.769531
	Iteration 16Q: 3 clusters Score -1410648 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1410676.500000 Penalty: 11096.769531
	Iteration 17Q: 3 clusters Score -1410676 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1410694.375000 Penalty: 11096.769531
	Iteration 18Q: 3 clusters Score -1410694 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1410720.625000 Penalty: 11096.769531
	Iteration 19Q: 3 clusters Score -1410721 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1410736.625000 Penalty: 11096.769531
	Iteration 20F: 3 clusters Score -1410737 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1410750.125000 Penalty: 11096.769531
	Iteration 21Q: 3 clusters Score -1410750 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1410774.125000 Penalty: 11096.769531
	Iteration 22Q: 3 clusters Score -1410774 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1410784.375000 Penalty: 11096.769531
	Iteration 23Q: 3 clusters Score -1410784 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1410802.375000 Penalty: 11096.769531
	Iteration 24Q: 3 clusters Score -1410802 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1410812.500000 Penalty: 11096.769531
	Iteration 25Q: 3 clusters Score -1410812 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1410822.500000 Penalty: 11096.769531
	Iteration 26Q: 3 clusters Score -1410822 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1410833.250000 Penalty: 11096.769531
	Iteration 27Q: 3 clusters Score -1410833 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1410844.375000 Penalty: 11096.769531
	Iteration 28Q: 3 clusters Score -1410844 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1410860.375000 Penalty: 11096.769531
	Iteration 29Q: 3 clusters Score -1410860 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1410875.250000 Penalty: 11096.769531
	Iteration 30Q: 3 clusters Score -1410875 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1410894.875000 Penalty: 11096.769531
	Iteration 31Q: 3 clusters Score -1410895 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1410908.875000 Penalty: 11096.769531
	Iteration 32Q: 3 clusters Score -1410909 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1410930.250000 Penalty: 11096.769531
	Iteration 33Q: 3 clusters Score -1410930 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1410943.625000 Penalty: 11096.769531
	Iteration 34Q: 3 clusters Score -1410944 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1410961.500000 Penalty: 11096.769531
	Iteration 35Q: 3 clusters Score -1410962 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1410975.750000 Penalty: 11096.769531
	Iteration 36Q: 3 clusters Score -1410976 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1410985.875000 Penalty: 11096.769531
	Iteration 37Q: 3 clusters Score -1410986 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1410999.125000 Penalty: 11096.769531
	Iteration 38Q: 3 clusters Score -1410999 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1411013.625000 Penalty: 11096.769531
	Iteration 39Q: 3 clusters Score -1411014 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1411031.250000 Penalty: 11096.769531
	Iteration 40F: 3 clusters Score -1411031 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1411041.750000 Penalty: 11096.769531
	Iteration 41Q: 3 clusters Score -1411042 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1411051.250000 Penalty: 11096.769531
	Iteration 42Q: 3 clusters Score -1411051 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1411069.000000 Penalty: 11096.769531
	Iteration 43Q: 3 clusters Score -1411069 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1411086.250000 Penalty: 11096.769531
	Iteration 44Q: 3 clusters Score -1411086 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1411099.500000 Penalty: 11096.769531
	Iteration 45Q: 3 clusters Score -1411100 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1411115.875000 Penalty: 11096.769531
	Iteration 46Q: 3 clusters Score -1411116 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1411127.625000 Penalty: 11096.769531
	Iteration 47Q: 3 clusters Score -1411128 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1411140.125000 Penalty: 11096.769531
	Iteration 48Q: 3 clusters Score -1411140 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1411149.125000 Penalty: 11096.769531
	Iteration 49Q: 3 clusters Score -1411149 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1411157.500000 Penalty: 11096.769531
	Iteration 50Q: 3 clusters Score -1411158 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1411169.000000 Penalty: 11096.769531
	Iteration 51Q: 3 clusters Score -1411169 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1411183.875000 Penalty: 11096.769531
	Iteration 52Q: 3 clusters Score -1411184 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1411190.125000 Penalty: 11096.769531
	Iteration 53Q: 3 clusters Score -1411190 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1411200.750000 Penalty: 11096.769531
	Iteration 54Q: 3 clusters Score -1411201 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1411211.125000 Penalty: 11096.769531
	Iteration 55Q: 3 clusters Score -1411211 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1411222.875000 Penalty: 11096.769531
	Iteration 56Q: 3 clusters Score -1411223 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1411237.375000 Penalty: 11096.769531
	Iteration 57Q: 3 clusters Score -1411237 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1411241.375000 Penalty: 11096.769531
	Iteration 58Q: 3 clusters Score -1411241 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1411255.625000 Penalty: 11096.769531
	Iteration 59Q: 3 clusters Score -1411256 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1411262.750000 Penalty: 11096.769531
	Iteration 60F: 3 clusters Score -1411263 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1411272.125000 Penalty: 11096.769531
	Iteration 61Q: 3 clusters Score -1411272 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1411284.625000 Penalty: 11096.769531
	Iteration 62Q: 3 clusters Score -1411285 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1411291.375000 Penalty: 11096.769531
	Iteration 63Q: 3 clusters Score -1411291 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1411301.500000 Penalty: 11096.769531
	Iteration 64Q: 3 clusters Score -1411302 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1411310.375000 Penalty: 11096.769531
	Iteration 65Q: 3 clusters Score -1411310 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1411322.250000 Penalty: 11096.769531
	Iteration 66Q: 3 clusters Score -1411322 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1411330.750000 Penalty: 11096.769531
	Iteration 67Q: 3 clusters Score -1411331 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1411336.875000 Penalty: 11096.769531
	Iteration 68Q: 3 clusters Score -1411337 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1411347.125000 Penalty: 11096.769531
	Iteration 69Q: 3 clusters Score -1411347 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1411351.250000 Penalty: 11096.769531
	Iteration 70Q: 3 clusters Score -1411351 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1411363.625000 Penalty: 11096.769531
	Iteration 71Q: 3 clusters Score -1411364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1411371.750000 Penalty: 11096.769531
	Iteration 72Q: 3 clusters Score -1411372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1411376.625000 Penalty: 11096.769531
	Iteration 73Q: 3 clusters Score -1411377 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1411384.250000 Penalty: 11096.769531
	Iteration 74Q: 3 clusters Score -1411384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1411386.125000 Penalty: 11096.769531
	Iteration 75Q: 3 clusters Score -1411386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1411386.250000 Penalty: 11096.769531
	Iteration 76Q: 3 clusters Score -1411386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1411386.375000 Penalty: 11096.769531
	Iteration 77Q: 3 clusters Score -1411386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1411391.000000 Penalty: 11096.769531
	Iteration 78Q: 3 clusters Score -1411391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1411390.875000 Penalty: 11096.769531
	Iteration 79Q: 3 clusters Score -1411391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1411391.375000 Penalty: 11096.769531
	Iteration 80F: 3 clusters Score -1411391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1411393.250000 Penalty: 11096.769531
	Iteration 81Q: 3 clusters Score -1411393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1411393.250000 Penalty: 11096.769531
	Iteration 82Q: 3 clusters Score -1411393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1411393.625000 Penalty: 11096.769531
	Iteration 83Q: 3 clusters Score -1411394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1411393.625000 Penalty: 11096.769531
	Iteration 84F: 3 clusters Score -1411394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (46296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46296 members 
Entering Unmasked Estep 
Score: -7987691.500000 Penalty: 6579.971680
	Iteration 0F: 2 clusters Score -7987692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -7954418.000000 Penalty: 13159.943359
	Iteration 0F: 3 clusters Score -7954418 nChanged 20187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -7965091.000000 Penalty: 13159.943359
	Iteration 1F: 3 clusters Score -7965091 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 23686 members 
Entering Unmasked Estep 
Score: -7965948.500000 Penalty: 13159.943359
	Iteration 2F: 3 clusters Score -7965948 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -7966604.000000 Penalty: 13159.943359
	Iteration 3Q: 3 clusters Score -7966604 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -7967106.500000 Penalty: 13159.943359
	Iteration 4Q: 3 clusters Score -7967106 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -7967604.500000 Penalty: 13159.943359
	Iteration 5Q: 3 clusters Score -7967604 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 25811 members 
Entering Unmasked Estep 
Score: -7968112.000000 Penalty: 13159.943359
	Iteration 6Q: 3 clusters Score -7968112 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 26781 members 
Entering Unmasked Estep 
Score: -7968758.500000 Penalty: 13159.943359
	Iteration 7Q: 3 clusters Score -7968758 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -7969623.000000 Penalty: 13159.943359
	Iteration 8Q: 3 clusters Score -7969623 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 29693 members 
Entering Unmasked Estep 
Score: -7970778.000000 Penalty: 13159.943359
	Iteration 9Q: 3 clusters Score -7970778 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 31543 members 
Entering Unmasked Estep 
Score: -7972040.500000 Penalty: 13159.943359
	Iteration 10Q: 3 clusters Score -7972040 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 33510 members 
Entering Unmasked Estep 
Score: -7973485.500000 Penalty: 13159.943359
	Iteration 11Q: 3 clusters Score -7973486 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 35571 members 
Entering Unmasked Estep 
Score: -7975140.000000 Penalty: 13159.943359
	Iteration 12Q: 3 clusters Score -7975140 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 37595 members 
Entering Unmasked Estep 
Score: -7976762.000000 Penalty: 13159.943359
	Iteration 13Q: 3 clusters Score -7976762 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 39345 members 
Entering Unmasked Estep 
Score: -7978419.000000 Penalty: 13159.943359
	Iteration 14Q: 3 clusters Score -7978419 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 40688 members 
Entering Unmasked Estep 
Score: -7979608.500000 Penalty: 13159.943359
	Iteration 15Q: 3 clusters Score -7979608 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 41625 members 
Entering Unmasked Estep 
Score: -7980475.000000 Penalty: 13159.943359
	Iteration 16Q: 3 clusters Score -7980475 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 42249 members 
Entering Unmasked Estep 
Score: -7981070.000000 Penalty: 13159.943359
	Iteration 17Q: 3 clusters Score -7981070 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 42658 members 
Entering Unmasked Estep 
Score: -7981355.000000 Penalty: 13159.943359
	Iteration 18Q: 3 clusters Score -7981355 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 42937 members 
Entering Unmasked Estep 
Score: -7981573.500000 Penalty: 13159.943359
	Iteration 19Q: 3 clusters Score -7981574 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 43128 members 
Entering Unmasked Estep 
Score: -7981700.500000 Penalty: 13159.943359
	Iteration 20F: 3 clusters Score -7981700 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 43269 members 
Entering Unmasked Estep 
Score: -7981780.000000 Penalty: 13159.943359
	Iteration 21Q: 3 clusters Score -7981780 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 43390 members 
Entering Unmasked Estep 
Score: -7981853.500000 Penalty: 13159.943359
	Iteration 22Q: 3 clusters Score -7981854 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 43480 members 
Entering Unmasked Estep 
Score: -7981876.500000 Penalty: 13159.943359
	Iteration 23Q: 3 clusters Score -7981876 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 43563 members 
Entering Unmasked Estep 
Score: -7981932.000000 Penalty: 13159.943359
	Iteration 24Q: 3 clusters Score -7981932 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 43624 members 
Entering Unmasked Estep 
Score: -7981987.000000 Penalty: 13159.943359
	Iteration 25Q: 3 clusters Score -7981987 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 43678 members 
Entering Unmasked Estep 
Score: -7982019.500000 Penalty: 13159.943359
	Iteration 26Q: 3 clusters Score -7982020 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 43720 members 
Entering Unmasked Estep 
Score: -7982033.500000 Penalty: 13159.943359
	Iteration 27Q: 3 clusters Score -7982034 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 43748 members 
Entering Unmasked Estep 
Score: -7982044.500000 Penalty: 13159.943359
	Iteration 28Q: 3 clusters Score -7982044 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 43785 members 
Entering Unmasked Estep 
Score: -7982063.000000 Penalty: 13159.943359
	Iteration 29Q: 3 clusters Score -7982063 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 43804 members 
Entering Unmasked Estep 
Score: -7982069.000000 Penalty: 13159.943359
	Iteration 30Q: 3 clusters Score -7982069 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 43830 members 
Entering Unmasked Estep 
Score: -7982094.500000 Penalty: 13159.943359
	Iteration 31Q: 3 clusters Score -7982094 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 43853 members 
Entering Unmasked Estep 
Score: -7982116.500000 Penalty: 13159.943359
	Iteration 32Q: 3 clusters Score -7982116 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 43875 members 
Entering Unmasked Estep 
Score: -7982123.500000 Penalty: 13159.943359
	Iteration 33Q: 3 clusters Score -7982124 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 43885 members 
Entering Unmasked Estep 
Score: -7982139.000000 Penalty: 13159.943359
	Iteration 34Q: 3 clusters Score -7982139 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 43890 members 
Entering Unmasked Estep 
Score: -7982146.500000 Penalty: 13159.943359
	Iteration 35Q: 3 clusters Score -7982146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 43897 members 
Entering Unmasked Estep 
Score: -7982137.500000 Penalty: 13159.943359
	Iteration 36Q: 3 clusters Score -7982138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 43906 members 
Entering Unmasked Estep 
Score: -7982140.000000 Penalty: 13159.943359
	Iteration 37Q: 3 clusters Score -7982140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 43916 members 
Entering Unmasked Estep 
Score: -7982141.000000 Penalty: 13159.943359
	Iteration 38Q: 3 clusters Score -7982141 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 43921 members 
Entering Unmasked Estep 
Score: -7982150.000000 Penalty: 13159.943359
	Iteration 39Q: 3 clusters Score -7982150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 43927 members 
Entering Unmasked Estep 
Score: -7982157.500000 Penalty: 13159.943359
	Iteration 40F: 3 clusters Score -7982158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 43938 members 
Entering Unmasked Estep 
Score: -7982161.000000 Penalty: 13159.943359
	Iteration 41Q: 3 clusters Score -7982161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 43943 members 
Entering Unmasked Estep 
Score: -7982179.500000 Penalty: 13159.943359
	Iteration 42Q: 3 clusters Score -7982180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 43952 members 
Entering Unmasked Estep 
Score: -7982164.500000 Penalty: 13159.943359
	Iteration 43Q: 3 clusters Score -7982164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 43960 members 
Entering Unmasked Estep 
Score: -7982169.000000 Penalty: 13159.943359
	Iteration 44Q: 3 clusters Score -7982169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 43967 members 
Entering Unmasked Estep 
Score: -7982165.500000 Penalty: 13159.943359
	Iteration 45Q: 3 clusters Score -7982166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 43972 members 
Entering Unmasked Estep 
Score: -7982170.000000 Penalty: 13159.943359
	Iteration 46Q: 3 clusters Score -7982170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 43977 members 
Entering Unmasked Estep 
Score: -7982168.500000 Penalty: 13159.943359
	Iteration 47Q: 3 clusters Score -7982168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 43983 members 
Entering Unmasked Estep 
Score: -7982173.000000 Penalty: 13159.943359
	Iteration 48Q: 3 clusters Score -7982173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 43987 members 
Entering Unmasked Estep 
Score: -7982176.000000 Penalty: 13159.943359
	Iteration 49Q: 3 clusters Score -7982176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 43991 members 
Entering Unmasked Estep 
Score: -7982179.000000 Penalty: 13159.943359
	Iteration 50Q: 3 clusters Score -7982179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 43994 members 
Entering Unmasked Estep 
Score: -7982181.500000 Penalty: 13159.943359
	Iteration 51Q: 3 clusters Score -7982182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 43999 members 
Entering Unmasked Estep 
Score: -7982174.500000 Penalty: 13159.943359
	Iteration 52Q: 3 clusters Score -7982174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 44005 members 
Entering Unmasked Estep 
Score: -7982186.500000 Penalty: 13159.943359
	Iteration 53Q: 3 clusters Score -7982186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 44014 members 
Entering Unmasked Estep 
Score: -7982188.000000 Penalty: 13159.943359
	Iteration 54Q: 3 clusters Score -7982188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 44021 members 
Entering Unmasked Estep 
Score: -7982194.000000 Penalty: 13159.943359
	Iteration 55Q: 3 clusters Score -7982194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 44030 members 
Entering Unmasked Estep 
Score: -7982192.500000 Penalty: 13159.943359
	Iteration 56Q: 3 clusters Score -7982192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 44036 members 
Entering Unmasked Estep 
Score: -7982196.000000 Penalty: 13159.943359
	Iteration 57Q: 3 clusters Score -7982196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 44039 members 
Entering Unmasked Estep 
Score: -7982193.500000 Penalty: 13159.943359
	Iteration 58Q: 3 clusters Score -7982194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 44044 members 
Entering Unmasked Estep 
Score: -7982203.000000 Penalty: 13159.943359
	Iteration 59Q: 3 clusters Score -7982203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 44047 members 
Entering Unmasked Estep 
Score: -7982197.500000 Penalty: 13159.943359
	Iteration 60F: 3 clusters Score -7982198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 44048 members 
Entering Unmasked Estep 
Score: -7982201.000000 Penalty: 13159.943359
	Iteration 61Q: 3 clusters Score -7982201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 44051 members 
Entering Unmasked Estep 
Score: -7982199.500000 Penalty: 13159.943359
	Iteration 62Q: 3 clusters Score -7982200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 44053 members 
Entering Unmasked Estep 
Score: -7982201.500000 Penalty: 13159.943359
	Iteration 63Q: 3 clusters Score -7982202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 44057 members 
Entering Unmasked Estep 
Score: -7982203.500000 Penalty: 13159.943359
	Iteration 64Q: 3 clusters Score -7982204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 44058 members 
Entering Unmasked Estep 
Score: -7982200.500000 Penalty: 13159.943359
	Iteration 65Q: 3 clusters Score -7982200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 44059 members 
Entering Unmasked Estep 
Score: -7982201.500000 Penalty: 13159.943359
	Iteration 66Q: 3 clusters Score -7982202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 44060 members 
Entering Unmasked Estep 
Score: -7982201.500000 Penalty: 13159.943359
	Iteration 67Q: 3 clusters Score -7982202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 44060 members 
Entering Unmasked Estep 
Score: -7982201.500000 Penalty: 13159.943359
	Iteration 68F: 3 clusters Score -7982202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Entering Unmasked Estep 
Score: -199482.984375 Penalty: 4359.288574
	Iteration 0F: 2 clusters Score -199483 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 632 members 
Entering Unmasked Estep 
Score: -195151.718750 Penalty: 8718.577148
	Iteration 0F: 3 clusters Score -195151.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -195560.156250 Penalty: 8718.577148
	Iteration 1F: 3 clusters Score -195560.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -195676.859375 Penalty: 8718.577148
	Iteration 2Q: 3 clusters Score -195676.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -195737.296875 Penalty: 8718.577148
	Iteration 3Q: 3 clusters Score -195737.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -195773.343750 Penalty: 8718.577148
	Iteration 4Q: 3 clusters Score -195773.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -195794.687500 Penalty: 8718.577148
	Iteration 5Q: 3 clusters Score -195794.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -195805.000000 Penalty: 8718.577148
	Iteration 6Q: 3 clusters Score -195805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -195810.234375 Penalty: 8718.577148
	Iteration 7Q: 3 clusters Score -195810.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -195814.515625 Penalty: 8718.577148
	Iteration 8Q: 3 clusters Score -195814.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -195824.687500 Penalty: 8718.577148
	Iteration 9Q: 3 clusters Score -195824.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -195872.562500 Penalty: 8718.577148
	Iteration 10Q: 3 clusters Score -195872.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -195908.515625 Penalty: 8718.577148
	Iteration 11Q: 3 clusters Score -195908.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -195942.109375 Penalty: 8718.577148
	Iteration 12Q: 3 clusters Score -195942.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -195956.718750 Penalty: 8718.577148
	Iteration 13Q: 3 clusters Score -195956.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -195963.312500 Penalty: 8718.577148
	Iteration 14Q: 3 clusters Score -195963.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -195979.609375 Penalty: 8718.577148
	Iteration 15Q: 3 clusters Score -195979.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -195979.984375 Penalty: 8718.577148
	Iteration 16Q: 3 clusters Score -195980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -195982.000000 Penalty: 8718.577148
	Iteration 17Q: 3 clusters Score -195982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -195982.000000 Penalty: 8718.577148
	Iteration 18F: 3 clusters Score -195982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Entering Unmasked Estep 
Score: -3659438.000000 Penalty: 6098.679688
	Iteration 0F: 2 clusters Score -3659438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -3642300.250000 Penalty: 12197.359375
	Iteration 0F: 3 clusters Score -3642300 nChanged 8595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -3647044.500000 Penalty: 12197.359375
	Iteration 1F: 3 clusters Score -3647044 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -3647988.750000 Penalty: 12197.359375
	Iteration 2F: 3 clusters Score -3647989 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -3648631.500000 Penalty: 12197.359375
	Iteration 3F: 3 clusters Score -3648632 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -3649043.000000 Penalty: 12197.359375
	Iteration 4Q: 3 clusters Score -3649043 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -3649443.000000 Penalty: 12197.359375
	Iteration 5Q: 3 clusters Score -3649443 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -3649828.500000 Penalty: 12197.359375
	Iteration 6Q: 3 clusters Score -3649828 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -3650262.750000 Penalty: 12197.359375
	Iteration 7Q: 3 clusters Score -3650263 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -3650761.250000 Penalty: 12197.359375
	Iteration 8Q: 3 clusters Score -3650761 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -3651333.000000 Penalty: 12197.359375
	Iteration 9Q: 3 clusters Score -3651333 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -3651965.500000 Penalty: 12197.359375
	Iteration 10Q: 3 clusters Score -3651966 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -3652647.500000 Penalty: 12197.359375
	Iteration 11Q: 3 clusters Score -3652648 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -3653273.250000 Penalty: 12197.359375
	Iteration 12Q: 3 clusters Score -3653273 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -3653853.250000 Penalty: 12197.359375
	Iteration 13Q: 3 clusters Score -3653853 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -3654311.250000 Penalty: 12197.359375
	Iteration 14Q: 3 clusters Score -3654311 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -3654680.000000 Penalty: 12197.359375
	Iteration 15Q: 3 clusters Score -3654680 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -3654974.250000 Penalty: 12197.359375
	Iteration 16Q: 3 clusters Score -3654974 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -3655235.000000 Penalty: 12197.359375
	Iteration 17Q: 3 clusters Score -3655235 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -3655420.500000 Penalty: 12197.359375
	Iteration 18Q: 3 clusters Score -3655420 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -3655559.500000 Penalty: 12197.359375
	Iteration 19Q: 3 clusters Score -3655560 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -3655670.000000 Penalty: 12197.359375
	Iteration 20F: 3 clusters Score -3655670 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -3655786.500000 Penalty: 12197.359375
	Iteration 21Q: 3 clusters Score -3655786 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -3655875.250000 Penalty: 12197.359375
	Iteration 22Q: 3 clusters Score -3655875 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -3655932.500000 Penalty: 12197.359375
	Iteration 23Q: 3 clusters Score -3655932 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -3655970.750000 Penalty: 12197.359375
	Iteration 24Q: 3 clusters Score -3655971 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -3656018.750000 Penalty: 12197.359375
	Iteration 25Q: 3 clusters Score -3656019 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -3656057.250000 Penalty: 12197.359375
	Iteration 26Q: 3 clusters Score -3656057 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -3656102.750000 Penalty: 12197.359375
	Iteration 27Q: 3 clusters Score -3656103 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -3656138.000000 Penalty: 12197.359375
	Iteration 28Q: 3 clusters Score -3656138 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -3656171.500000 Penalty: 12197.359375
	Iteration 29Q: 3 clusters Score -3656172 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -3656203.250000 Penalty: 12197.359375
	Iteration 30Q: 3 clusters Score -3656203 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -3656235.500000 Penalty: 12197.359375
	Iteration 31Q: 3 clusters Score -3656236 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -3656262.000000 Penalty: 12197.359375
	Iteration 32Q: 3 clusters Score -3656262 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -3656288.250000 Penalty: 12197.359375
	Iteration 33Q: 3 clusters Score -3656288 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -3656302.000000 Penalty: 12197.359375
	Iteration 34Q: 3 clusters Score -3656302 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -3656314.250000 Penalty: 12197.359375
	Iteration 35Q: 3 clusters Score -3656314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -3656328.000000 Penalty: 12197.359375
	Iteration 36Q: 3 clusters Score -3656328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -3656335.000000 Penalty: 12197.359375
	Iteration 37Q: 3 clusters Score -3656335 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -3656343.000000 Penalty: 12197.359375
	Iteration 38Q: 3 clusters Score -3656343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -3656351.000000 Penalty: 12197.359375
	Iteration 39Q: 3 clusters Score -3656351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -3656354.500000 Penalty: 12197.359375
	Iteration 40F: 3 clusters Score -3656354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -3656360.000000 Penalty: 12197.359375
	Iteration 41Q: 3 clusters Score -3656360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -3656363.250000 Penalty: 12197.359375
	Iteration 42Q: 3 clusters Score -3656363 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -3656370.500000 Penalty: 12197.359375
	Iteration 43Q: 3 clusters Score -3656370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -3656373.500000 Penalty: 12197.359375
	Iteration 44Q: 3 clusters Score -3656374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -3656377.000000 Penalty: 12197.359375
	Iteration 45Q: 3 clusters Score -3656377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -3656383.000000 Penalty: 12197.359375
	Iteration 46Q: 3 clusters Score -3656383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -3656387.500000 Penalty: 12197.359375
	Iteration 47Q: 3 clusters Score -3656388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -3656389.750000 Penalty: 12197.359375
	Iteration 48Q: 3 clusters Score -3656390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -3656396.000000 Penalty: 12197.359375
	Iteration 49Q: 3 clusters Score -3656396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -3656396.000000 Penalty: 12197.359375
	Iteration 50Q: 3 clusters Score -3656396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -3656407.000000 Penalty: 12197.359375
	Iteration 51Q: 3 clusters Score -3656407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -3656403.500000 Penalty: 12197.359375
	Iteration 52Q: 3 clusters Score -3656404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -3656397.250000 Penalty: 12197.359375
	Iteration 53Q: 3 clusters Score -3656397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -3656404.750000 Penalty: 12197.359375
	Iteration 54Q: 3 clusters Score -3656405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -3656403.750000 Penalty: 12197.359375
	Iteration 55Q: 3 clusters Score -3656404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -3656411.000000 Penalty: 12197.359375
	Iteration 56Q: 3 clusters Score -3656411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -3656409.750000 Penalty: 12197.359375
	Iteration 57Q: 3 clusters Score -3656410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -3656419.000000 Penalty: 12197.359375
	Iteration 58Q: 3 clusters Score -3656419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -3656427.500000 Penalty: 12197.359375
	Iteration 59Q: 3 clusters Score -3656428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -3656428.500000 Penalty: 12197.359375
	Iteration 60F: 3 clusters Score -3656428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -3656430.500000 Penalty: 12197.359375
	Iteration 61Q: 3 clusters Score -3656430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -3656435.000000 Penalty: 12197.359375
	Iteration 62Q: 3 clusters Score -3656435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -3656435.250000 Penalty: 12197.359375
	Iteration 63Q: 3 clusters Score -3656435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -3656441.000000 Penalty: 12197.359375
	Iteration 64Q: 3 clusters Score -3656441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -3656442.000000 Penalty: 12197.359375
	Iteration 65Q: 3 clusters Score -3656442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -3656441.000000 Penalty: 12197.359375
	Iteration 66Q: 3 clusters Score -3656441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -3656441.000000 Penalty: 12197.359375
	Iteration 67F: 3 clusters Score -3656441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6246 members 
Entering Unmasked Estep 
Score: -1008993.875000 Penalty: 5353.063965
	Iteration 0F: 2 clusters Score -1008994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1001072.000000 Penalty: 10706.127930
	Iteration 0F: 3 clusters Score -1001072 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1002480.000000 Penalty: 10706.127930
	Iteration 1F: 3 clusters Score -1002480 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1002902.375000 Penalty: 10706.127930
	Iteration 2F: 3 clusters Score -1002902 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1003207.437500 Penalty: 10706.127930
	Iteration 3F: 3 clusters Score -1003207 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1003466.937500 Penalty: 10706.127930
	Iteration 4Q: 3 clusters Score -1003467 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1003734.437500 Penalty: 10706.127930
	Iteration 5Q: 3 clusters Score -1003734 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1004025.000000 Penalty: 10706.127930
	Iteration 6Q: 3 clusters Score -1004025 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1004341.562500 Penalty: 10706.127930
	Iteration 7Q: 3 clusters Score -1004342 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1004689.500000 Penalty: 10706.127930
	Iteration 8Q: 3 clusters Score -1004690 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1005058.437500 Penalty: 10706.127930
	Iteration 9Q: 3 clusters Score -1005058 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1005388.187500 Penalty: 10706.127930
	Iteration 10Q: 3 clusters Score -1005388 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1005675.937500 Penalty: 10706.127930
	Iteration 11Q: 3 clusters Score -1005676 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1005904.625000 Penalty: 10706.127930
	Iteration 12Q: 3 clusters Score -1005905 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1006110.000000 Penalty: 10706.127930
	Iteration 13Q: 3 clusters Score -1006110 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1006278.937500 Penalty: 10706.127930
	Iteration 14Q: 3 clusters Score -1006279 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1006417.687500 Penalty: 10706.127930
	Iteration 15Q: 3 clusters Score -1006418 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1006497.312500 Penalty: 10706.127930
	Iteration 16Q: 3 clusters Score -1006497 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1006556.750000 Penalty: 10706.127930
	Iteration 17Q: 3 clusters Score -1006557 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1006595.437500 Penalty: 10706.127930
	Iteration 18Q: 3 clusters Score -1006595 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1006617.437500 Penalty: 10706.127930
	Iteration 19Q: 3 clusters Score -1006617 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1006632.937500 Penalty: 10706.127930
	Iteration 20F: 3 clusters Score -1006633 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1006647.125000 Penalty: 10706.127930
	Iteration 21Q: 3 clusters Score -1006647 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1006652.937500 Penalty: 10706.127930
	Iteration 22Q: 3 clusters Score -1006653 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1006661.062500 Penalty: 10706.127930
	Iteration 23Q: 3 clusters Score -1006661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1006667.625000 Penalty: 10706.127930
	Iteration 24Q: 3 clusters Score -1006668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1006676.687500 Penalty: 10706.127930
	Iteration 25Q: 3 clusters Score -1006677 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1006683.687500 Penalty: 10706.127930
	Iteration 26Q: 3 clusters Score -1006684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1006688.500000 Penalty: 10706.127930
	Iteration 27Q: 3 clusters Score -1006688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1006692.562500 Penalty: 10706.127930
	Iteration 28Q: 3 clusters Score -1006693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1006692.937500 Penalty: 10706.127930
	Iteration 29Q: 3 clusters Score -1006693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1006693.562500 Penalty: 10706.127930
	Iteration 30Q: 3 clusters Score -1006694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1006693.625000 Penalty: 10706.127930
	Iteration 31Q: 3 clusters Score -1006694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1006696.562500 Penalty: 10706.127930
	Iteration 32Q: 3 clusters Score -1006697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1006696.562500 Penalty: 10706.127930
	Iteration 33F: 3 clusters Score -1006697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (194054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194054 members 
Entering Unmasked Estep 
Score: -33464306.000000 Penalty: 7457.733887
	Iteration 0F: 2 clusters Score -3.346431e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96817 members 
Mstep: Class 2 contains 97237 members 
Entering Unmasked Estep 
Score: -33333694.000000 Penalty: 14915.467773
	Iteration 0F: 3 clusters Score -3.333369e+07 nChanged 91397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94600 members 
Mstep: Class 2 contains 99454 members 
Entering Unmasked Estep 
Score: -33385440.000000 Penalty: 14915.467773
	Iteration 1F: 3 clusters Score -3.338544e+07 nChanged 6495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92933 members 
Mstep: Class 2 contains 101121 members 
Entering Unmasked Estep 
Score: -33387216.000000 Penalty: 14915.467773
	Iteration 2Q: 3 clusters Score -3.338722e+07 nChanged 6813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90444 members 
Mstep: Class 2 contains 103610 members 
Entering Unmasked Estep 
Score: -33389224.000000 Penalty: 14915.467773
	Iteration 3Q: 3 clusters Score -3.338922e+07 nChanged 7885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86671 members 
Mstep: Class 2 contains 107383 members 
Entering Unmasked Estep 
Score: -33391854.000000 Penalty: 14915.467773
	Iteration 4Q: 3 clusters Score -3.339185e+07 nChanged 8996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81217 members 
Mstep: Class 2 contains 112837 members 
Entering Unmasked Estep 
Score: -33395636.000000 Penalty: 14915.467773
	Iteration 5Q: 3 clusters Score -3.339564e+07 nChanged 10871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73584 members 
Mstep: Class 2 contains 120470 members 
Entering Unmasked Estep 
Score: -33401794.000000 Penalty: 14915.467773
	Iteration 6F: 3 clusters Score -3.340179e+07 nChanged 12872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63606 members 
Mstep: Class 2 contains 130448 members 
Entering Unmasked Estep 
Score: -33411004.000000 Penalty: 14915.467773
	Iteration 7F: 3 clusters Score -3.3411e+07 nChanged 14001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52235 members 
Mstep: Class 2 contains 141819 members 
Entering Unmasked Estep 
Score: -33422752.000000 Penalty: 14915.467773
	Iteration 8F: 3 clusters Score -3.342275e+07 nChanged 12627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42046 members 
Mstep: Class 2 contains 152008 members 
Entering Unmasked Estep 
Score: -33433972.000000 Penalty: 14915.467773
	Iteration 9F: 3 clusters Score -3.343397e+07 nChanged 9529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34923 members 
Mstep: Class 2 contains 159131 members 
Entering Unmasked Estep 
Score: -33441454.000000 Penalty: 14915.467773
	Iteration 10Q: 3 clusters Score -3.344145e+07 nChanged 6849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30274 members 
Mstep: Class 2 contains 163780 members 
Entering Unmasked Estep 
Score: -33445880.000000 Penalty: 14915.467773
	Iteration 11Q: 3 clusters Score -3.344588e+07 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26974 members 
Mstep: Class 2 contains 167080 members 
Entering Unmasked Estep 
Score: -33448474.000000 Penalty: 14915.467773
	Iteration 12Q: 3 clusters Score -3.344847e+07 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 169679 members 
Entering Unmasked Estep 
Score: -33450054.000000 Penalty: 14915.467773
	Iteration 13Q: 3 clusters Score -3.345005e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22091 members 
Mstep: Class 2 contains 171963 members 
Entering Unmasked Estep 
Score: -33451364.000000 Penalty: 14915.467773
	Iteration 14Q: 3 clusters Score -3.345136e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 173968 members 
Entering Unmasked Estep 
Score: -33452422.000000 Penalty: 14915.467773
	Iteration 15Q: 3 clusters Score -3.345242e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 175649 members 
Entering Unmasked Estep 
Score: -33453390.000000 Penalty: 14915.467773
	Iteration 16Q: 3 clusters Score -3.345339e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 177189 members 
Entering Unmasked Estep 
Score: -33454546.000000 Penalty: 14915.467773
	Iteration 17Q: 3 clusters Score -3.345455e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 178533 members 
Entering Unmasked Estep 
Score: -33455944.000000 Penalty: 14915.467773
	Iteration 18Q: 3 clusters Score -3.345594e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 179533 members 
Entering Unmasked Estep 
Score: -33457378.000000 Penalty: 14915.467773
	Iteration 19Q: 3 clusters Score -3.345738e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 180156 members 
Entering Unmasked Estep 
Score: -33458456.000000 Penalty: 14915.467773
	Iteration 20F: 3 clusters Score -3.345846e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 180481 members 
Entering Unmasked Estep 
Score: -33459014.000000 Penalty: 14915.467773
	Iteration 21Q: 3 clusters Score -3.345901e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 180627 members 
Entering Unmasked Estep 
Score: -33459310.000000 Penalty: 14915.467773
	Iteration 22Q: 3 clusters Score -3.345931e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 180635 members 
Entering Unmasked Estep 
Score: -33459504.000000 Penalty: 14915.467773
	Iteration 23Q: 3 clusters Score -3.34595e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 180655 members 
Entering Unmasked Estep 
Score: -33459698.000000 Penalty: 14915.467773
	Iteration 24Q: 3 clusters Score -3.34597e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 180670 members 
Entering Unmasked Estep 
Score: -33459780.000000 Penalty: 14915.467773
	Iteration 25Q: 3 clusters Score -3.345978e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 180605 members 
Entering Unmasked Estep 
Score: -33459846.000000 Penalty: 14915.467773
	Iteration 26Q: 3 clusters Score -3.345985e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 180537 members 
Entering Unmasked Estep 
Score: -33459940.000000 Penalty: 14915.467773
	Iteration 27Q: 3 clusters Score -3.345994e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 180454 members 
Entering Unmasked Estep 
Score: -33460030.000000 Penalty: 14915.467773
	Iteration 28Q: 3 clusters Score -3.346003e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 180350 members 
Entering Unmasked Estep 
Score: -33460096.000000 Penalty: 14915.467773
	Iteration 29Q: 3 clusters Score -3.34601e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 180240 members 
Entering Unmasked Estep 
Score: -33460040.000000 Penalty: 14915.467773
	Iteration 30Q: 3 clusters Score -3.346004e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 180158 members 
Entering Unmasked Estep 
Score: -33460038.000000 Penalty: 14915.467773
	Iteration 31Q: 3 clusters Score -3.346004e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 180099 members 
Entering Unmasked Estep 
Score: -33460056.000000 Penalty: 14915.467773
	Iteration 32Q: 3 clusters Score -3.346006e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 180045 members 
Entering Unmasked Estep 
Score: -33460088.000000 Penalty: 14915.467773
	Iteration 33Q: 3 clusters Score -3.346009e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 180008 members 
Entering Unmasked Estep 
Score: -33460060.000000 Penalty: 14915.467773
	Iteration 34Q: 3 clusters Score -3.346006e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 179982 members 
Entering Unmasked Estep 
Score: -33460054.000000 Penalty: 14915.467773
	Iteration 35Q: 3 clusters Score -3.346005e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 179968 members 
Entering Unmasked Estep 
Score: -33460108.000000 Penalty: 14915.467773
	Iteration 36Q: 3 clusters Score -3.346011e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 179958 members 
Entering Unmasked Estep 
Score: -33460096.000000 Penalty: 14915.467773
	Iteration 37Q: 3 clusters Score -3.34601e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 179940 members 
Entering Unmasked Estep 
Score: -33460078.000000 Penalty: 14915.467773
	Iteration 38Q: 3 clusters Score -3.346008e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 179920 members 
Entering Unmasked Estep 
Score: -33460102.000000 Penalty: 14915.467773
	Iteration 39Q: 3 clusters Score -3.34601e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 179905 members 
Entering Unmasked Estep 
Score: -33460096.000000 Penalty: 14915.467773
	Iteration 40F: 3 clusters Score -3.34601e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 179890 members 
Entering Unmasked Estep 
Score: -33460138.000000 Penalty: 14915.467773
	Iteration 41Q: 3 clusters Score -3.346014e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 179882 members 
Entering Unmasked Estep 
Score: -33460156.000000 Penalty: 14915.467773
	Iteration 42Q: 3 clusters Score -3.346016e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 179874 members 
Entering Unmasked Estep 
Score: -33460138.000000 Penalty: 14915.467773
	Iteration 43Q: 3 clusters Score -3.346014e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 179869 members 
Entering Unmasked Estep 
Score: -33460136.000000 Penalty: 14915.467773
	Iteration 44Q: 3 clusters Score -3.346014e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 179867 members 
Entering Unmasked Estep 
Score: -33460116.000000 Penalty: 14915.467773
	Iteration 45Q: 3 clusters Score -3.346012e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 179858 members 
Entering Unmasked Estep 
Score: -33460138.000000 Penalty: 14915.467773
	Iteration 46Q: 3 clusters Score -3.346014e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 179852 members 
Entering Unmasked Estep 
Score: -33460126.000000 Penalty: 14915.467773
	Iteration 47Q: 3 clusters Score -3.346013e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 179845 members 
Entering Unmasked Estep 
Score: -33460126.000000 Penalty: 14915.467773
	Iteration 48Q: 3 clusters Score -3.346013e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 179841 members 
Entering Unmasked Estep 
Score: -33460126.000000 Penalty: 14915.467773
	Iteration 49Q: 3 clusters Score -3.346013e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 179834 members 
Entering Unmasked Estep 
Score: -33460124.000000 Penalty: 14915.467773
	Iteration 50Q: 3 clusters Score -3.346012e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 179832 members 
Entering Unmasked Estep 
Score: -33460136.000000 Penalty: 14915.467773
	Iteration 51Q: 3 clusters Score -3.346014e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 179830 members 
Entering Unmasked Estep 
Score: -33460118.000000 Penalty: 14915.467773
	Iteration 52Q: 3 clusters Score -3.346012e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 179826 members 
Entering Unmasked Estep 
Score: -33460140.000000 Penalty: 14915.467773
	Iteration 53Q: 3 clusters Score -3.346014e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 179820 members 
Entering Unmasked Estep 
Score: -33460124.000000 Penalty: 14915.467773
	Iteration 54Q: 3 clusters Score -3.346012e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 179817 members 
Entering Unmasked Estep 
Score: -33460122.000000 Penalty: 14915.467773
	Iteration 55Q: 3 clusters Score -3.346012e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 179812 members 
Entering Unmasked Estep 
Score: -33460110.000000 Penalty: 14915.467773
	Iteration 56Q: 3 clusters Score -3.346011e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 179811 members 
Entering Unmasked Estep 
Score: -33460106.000000 Penalty: 14915.467773
	Iteration 57Q: 3 clusters Score -3.346011e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 179807 members 
Entering Unmasked Estep 
Score: -33460094.000000 Penalty: 14915.467773
	Iteration 58Q: 3 clusters Score -3.346009e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 179805 members 
Entering Unmasked Estep 
Score: -33460080.000000 Penalty: 14915.467773
	Iteration 59Q: 3 clusters Score -3.346008e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 179803 members 
Entering Unmasked Estep 
Score: -33460086.000000 Penalty: 14915.467773
	Iteration 60F: 3 clusters Score -3.346009e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 179801 members 
Entering Unmasked Estep 
Score: -33460102.000000 Penalty: 14915.467773
	Iteration 61Q: 3 clusters Score -3.34601e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 179802 members 
Entering Unmasked Estep 
Score: -33460094.000000 Penalty: 14915.467773
	Iteration 62Q: 3 clusters Score -3.346009e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 179802 members 
Entering Unmasked Estep 
Score: -33460094.000000 Penalty: 14915.467773
	Iteration 63F: 3 clusters Score -3.346009e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (93996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93996 members 
Entering Unmasked Estep 
Score: -15848589.000000 Penalty: 7013.742188
	Iteration 0F: 2 clusters Score -1.584859e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46879 members 
Mstep: Class 2 contains 47117 members 
Entering Unmasked Estep 
Score: -15784439.000000 Penalty: 14027.484375
	Iteration 0F: 3 clusters Score -1.578444e+07 nChanged 42785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46318 members 
Mstep: Class 2 contains 47678 members 
Entering Unmasked Estep 
Score: -15807540.000000 Penalty: 14027.484375
	Iteration 1F: 3 clusters Score -1.580754e+07 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45923 members 
Mstep: Class 2 contains 48073 members 
Entering Unmasked Estep 
Score: -15808487.000000 Penalty: 14027.484375
	Iteration 2Q: 3 clusters Score -1.580849e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45388 members 
Mstep: Class 2 contains 48608 members 
Entering Unmasked Estep 
Score: -15809247.000000 Penalty: 14027.484375
	Iteration 3Q: 3 clusters Score -1.580925e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44537 members 
Mstep: Class 2 contains 49459 members 
Entering Unmasked Estep 
Score: -15809968.000000 Penalty: 14027.484375
	Iteration 4Q: 3 clusters Score -1.580997e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43370 members 
Mstep: Class 2 contains 50626 members 
Entering Unmasked Estep 
Score: -15810761.000000 Penalty: 14027.484375
	Iteration 5Q: 3 clusters Score -1.581076e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41730 members 
Mstep: Class 2 contains 52266 members 
Entering Unmasked Estep 
Score: -15811532.000000 Penalty: 14027.484375
	Iteration 6Q: 3 clusters Score -1.581153e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39464 members 
Mstep: Class 2 contains 54532 members 
Entering Unmasked Estep 
Score: -15812744.000000 Penalty: 14027.484375
	Iteration 7Q: 3 clusters Score -1.581274e+07 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36413 members 
Mstep: Class 2 contains 57583 members 
Entering Unmasked Estep 
Score: -15814442.000000 Penalty: 14027.484375
	Iteration 8Q: 3 clusters Score -1.581444e+07 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32282 members 
Mstep: Class 2 contains 61714 members 
Entering Unmasked Estep 
Score: -15817138.000000 Penalty: 14027.484375
	Iteration 9Q: 3 clusters Score -1.581714e+07 nChanged 5350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 66812 members 
Entering Unmasked Estep 
Score: -15820751.000000 Penalty: 14027.484375
	Iteration 10F: 3 clusters Score -1.582075e+07 nChanged 6072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 72722 members 
Entering Unmasked Estep 
Score: -15825506.000000 Penalty: 14027.484375
	Iteration 11F: 3 clusters Score -1.582551e+07 nChanged 6301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 78913 members 
Entering Unmasked Estep 
Score: -15830773.000000 Penalty: 14027.484375
	Iteration 12F: 3 clusters Score -1.583077e+07 nChanged 5453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 84306 members 
Entering Unmasked Estep 
Score: -15835327.000000 Penalty: 14027.484375
	Iteration 13F: 3 clusters Score -1.583533e+07 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 88259 members 
Entering Unmasked Estep 
Score: -15838647.000000 Penalty: 14027.484375
	Iteration 14Q: 3 clusters Score -1.583865e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 90612 members 
Entering Unmasked Estep 
Score: -15840606.000000 Penalty: 14027.484375
	Iteration 15Q: 3 clusters Score -1.584061e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 91770 members 
Entering Unmasked Estep 
Score: -15841565.000000 Penalty: 14027.484375
	Iteration 16Q: 3 clusters Score -1.584156e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 92343 members 
Entering Unmasked Estep 
Score: -15842086.000000 Penalty: 14027.484375
	Iteration 17Q: 3 clusters Score -1.584209e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 92621 members 
Entering Unmasked Estep 
Score: -15842298.000000 Penalty: 14027.484375
	Iteration 18Q: 3 clusters Score -1.58423e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 92774 members 
Entering Unmasked Estep 
Score: -15842428.000000 Penalty: 14027.484375
	Iteration 19Q: 3 clusters Score -1.584243e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 92839 members 
Entering Unmasked Estep 
Score: -15842493.000000 Penalty: 14027.484375
	Iteration 20F: 3 clusters Score -1.584249e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 92892 members 
Entering Unmasked Estep 
Score: -15842563.000000 Penalty: 14027.484375
	Iteration 21Q: 3 clusters Score -1.584256e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 92923 members 
Entering Unmasked Estep 
Score: -15842612.000000 Penalty: 14027.484375
	Iteration 22Q: 3 clusters Score -1.584261e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 92957 members 
Entering Unmasked Estep 
Score: -15842651.000000 Penalty: 14027.484375
	Iteration 23Q: 3 clusters Score -1.584265e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 92979 members 
Entering Unmasked Estep 
Score: -15842663.000000 Penalty: 14027.484375
	Iteration 24Q: 3 clusters Score -1.584266e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 93010 members 
Entering Unmasked Estep 
Score: -15842699.000000 Penalty: 14027.484375
	Iteration 25Q: 3 clusters Score -1.58427e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 93026 members 
Entering Unmasked Estep 
Score: -15842706.000000 Penalty: 14027.484375
	Iteration 26Q: 3 clusters Score -1.584271e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 93034 members 
Entering Unmasked Estep 
Score: -15842724.000000 Penalty: 14027.484375
	Iteration 27Q: 3 clusters Score -1.584272e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 93040 members 
Entering Unmasked Estep 
Score: -15842715.000000 Penalty: 14027.484375
	Iteration 28Q: 3 clusters Score -1.584272e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 93042 members 
Entering Unmasked Estep 
Score: -15842708.000000 Penalty: 14027.484375
	Iteration 29Q: 3 clusters Score -1.584271e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 93042 members 
Entering Unmasked Estep 
Score: -15842719.000000 Penalty: 14027.484375
	Iteration 30Q: 3 clusters Score -1.584272e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 93046 members 
Entering Unmasked Estep 
Score: -15842732.000000 Penalty: 14027.484375
	Iteration 31Q: 3 clusters Score -1.584273e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 93048 members 
Entering Unmasked Estep 
Score: -15842728.000000 Penalty: 14027.484375
	Iteration 32Q: 3 clusters Score -1.584273e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 93049 members 
Entering Unmasked Estep 
Score: -15842729.000000 Penalty: 14027.484375
	Iteration 33Q: 3 clusters Score -1.584273e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 93049 members 
Entering Unmasked Estep 
Score: -15842731.000000 Penalty: 14027.484375
	Iteration 34Q: 3 clusters Score -1.584273e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 93052 members 
Entering Unmasked Estep 
Score: -15842743.000000 Penalty: 14027.484375
	Iteration 35Q: 3 clusters Score -1.584274e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 93052 members 
Entering Unmasked Estep 
Score: -15842741.000000 Penalty: 14027.484375
	Iteration 36Q: 3 clusters Score -1.584274e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 93056 members 
Entering Unmasked Estep 
Score: -15842743.000000 Penalty: 14027.484375
	Iteration 37Q: 3 clusters Score -1.584274e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 93058 members 
Entering Unmasked Estep 
Score: -15842750.000000 Penalty: 14027.484375
	Iteration 38Q: 3 clusters Score -1.584275e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 93064 members 
Entering Unmasked Estep 
Score: -15842756.000000 Penalty: 14027.484375
	Iteration 39Q: 3 clusters Score -1.584276e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 93067 members 
Entering Unmasked Estep 
Score: -15842742.000000 Penalty: 14027.484375
	Iteration 40F: 3 clusters Score -1.584274e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 93070 members 
Entering Unmasked Estep 
Score: -15842742.000000 Penalty: 14027.484375
	Iteration 41Q: 3 clusters Score -1.584274e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 93071 members 
Entering Unmasked Estep 
Score: -15842744.000000 Penalty: 14027.484375
	Iteration 42Q: 3 clusters Score -1.584274e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 93072 members 
Entering Unmasked Estep 
Score: -15842755.000000 Penalty: 14027.484375
	Iteration 43Q: 3 clusters Score -1.584276e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 93075 members 
Entering Unmasked Estep 
Score: -15842757.000000 Penalty: 14027.484375
	Iteration 44Q: 3 clusters Score -1.584276e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 93074 members 
Entering Unmasked Estep 
Score: -15842757.000000 Penalty: 14027.484375
	Iteration 45Q: 3 clusters Score -1.584276e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 93075 members 
Entering Unmasked Estep 
Score: -15842755.000000 Penalty: 14027.484375
	Iteration 46Q: 3 clusters Score -1.584276e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 93075 members 
Entering Unmasked Estep 
Score: -15842755.000000 Penalty: 14027.484375
	Iteration 47F: 3 clusters Score -1.584276e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 36755 members 
Mstep: Class 3 contains 515651 members 
Mstep: Class 4 contains 1601 members 
Mstep: Class 5 contains 31074 members 
Mstep: Class 6 contains 1710 members 
Mstep: Class 7 contains 311956 members 
Mstep: Class 8 contains 11683 members 
Mstep: Class 9 contains 27276 members 
Mstep: Class 10 contains 791 members 
Mstep: Class 11 contains 34595 members 
Mstep: Class 12 contains 1164 members 
Mstep: Class 13 contains 8592 members 
Mstep: Class 14 contains 46296 members 
Mstep: Class 15 contains 1233 members 
Mstep: Class 16 contains 21100 members 
Mstep: Class 17 contains 6246 members 
Mstep: Class 18 contains 194054 members 
Mstep: Class 19 contains 93996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233321264.000000 Penalty: 190448.093750
Iteration 79Q: 23 clusters Score -2.333213e+08 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 36745 members 
Mstep: Class 3 contains 515822 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 31082 members 
Mstep: Class 6 contains 1711 members 
Mstep: Class 7 contains 310692 members 
Mstep: Class 8 contains 11680 members 
Mstep: Class 9 contains 28543 members 
Mstep: Class 10 contains 792 members 
Mstep: Class 11 contains 34541 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8600 members 
Mstep: Class 14 contains 46307 members 
Mstep: Class 15 contains 1244 members 
Mstep: Class 16 contains 21099 members 
Mstep: Class 17 contains 6246 members 
Mstep: Class 18 contains 194096 members 
Mstep: Class 19 contains 94016 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2294 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233322544.000000 Penalty: 190448.093750
Iteration 80F: 23 clusters Score -2.333225e+08 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 36737 members 
Mstep: Class 3 contains 515673 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 31093 members 
Mstep: Class 6 contains 1711 members 
Mstep: Class 7 contains 309668 members 
Mstep: Class 8 contains 11682 members 
Mstep: Class 9 contains 29570 members 
Mstep: Class 10 contains 794 members 
Mstep: Class 11 contains 34452 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8612 members 
Mstep: Class 14 contains 46319 members 
Mstep: Class 15 contains 1253 members 
Mstep: Class 16 contains 21101 members 
Mstep: Class 17 contains 6245 members 
Mstep: Class 18 contains 194224 members 
Mstep: Class 19 contains 93947 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2450 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233323728.000000 Penalty: 190448.093750
Iteration 81Q: 23 clusters Score -2.333237e+08 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 36712 members 
Mstep: Class 3 contains 515533 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 31116 members 
Mstep: Class 6 contains 1707 members 
Mstep: Class 7 contains 308788 members 
Mstep: Class 8 contains 11706 members 
Mstep: Class 9 contains 30492 members 
Mstep: Class 10 contains 795 members 
Mstep: Class 11 contains 34369 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8622 members 
Mstep: Class 14 contains 46338 members 
Mstep: Class 15 contains 1259 members 
Mstep: Class 16 contains 21099 members 
Mstep: Class 17 contains 6245 members 
Mstep: Class 18 contains 194370 members 
Mstep: Class 19 contains 93906 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2495 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233323632.000000 Penalty: 190448.093750
Iteration 82Q: 23 clusters Score -2.333236e+08 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 36694 members 
Mstep: Class 3 contains 515411 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 31125 members 
Mstep: Class 6 contains 1707 members 
Mstep: Class 7 contains 307981 members 
Mstep: Class 8 contains 11738 members 
Mstep: Class 9 contains 31297 members 
Mstep: Class 10 contains 795 members 
Mstep: Class 11 contains 34290 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8631 members 
Mstep: Class 14 contains 46346 members 
Mstep: Class 15 contains 1263 members 
Mstep: Class 16 contains 21099 members 
Mstep: Class 17 contains 6244 members 
Mstep: Class 18 contains 194510 members 
Mstep: Class 19 contains 93901 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2528 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233323440.000000 Penalty: 190448.093750
Iteration 83Q: 23 clusters Score -2.333234e+08 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 36688 members 
Mstep: Class 3 contains 515402 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 31122 members 
Mstep: Class 6 contains 1705 members 
Mstep: Class 7 contains 307130 members 
Mstep: Class 8 contains 11748 members 
Mstep: Class 9 contains 32019 members 
Mstep: Class 10 contains 795 members 
Mstep: Class 11 contains 34233 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8636 members 
Mstep: Class 14 contains 46357 members 
Mstep: Class 15 contains 1268 members 
Mstep: Class 16 contains 21099 members 
Mstep: Class 17 contains 6243 members 
Mstep: Class 18 contains 194670 members 
Mstep: Class 19 contains 93909 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2550 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233323232.000000 Penalty: 190448.093750
Iteration 84Q: 23 clusters Score -2.333232e+08 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 36678 members 
Mstep: Class 3 contains 515469 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 31132 members 
Mstep: Class 6 contains 1705 members 
Mstep: Class 7 contains 306273 members 
Mstep: Class 8 contains 11756 members 
Mstep: Class 9 contains 32680 members 
Mstep: Class 10 contains 795 members 
Mstep: Class 11 contains 34162 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8641 members 
Mstep: Class 14 contains 46373 members 
Mstep: Class 15 contains 1272 members 
Mstep: Class 16 contains 21102 members 
Mstep: Class 17 contains 6242 members 
Mstep: Class 18 contains 194811 members 
Mstep: Class 19 contains 93913 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2567 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233323792.000000 Penalty: 190448.093750
Iteration 85Q: 23 clusters Score -2.333238e+08 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 36668 members 
Mstep: Class 3 contains 515611 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 31172 members 
Mstep: Class 6 contains 1704 members 
Mstep: Class 7 contains 305354 members 
Mstep: Class 8 contains 11773 members 
Mstep: Class 9 contains 33331 members 
Mstep: Class 10 contains 795 members 
Mstep: Class 11 contains 34094 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8650 members 
Mstep: Class 14 contains 46389 members 
Mstep: Class 15 contains 1277 members 
Mstep: Class 16 contains 21101 members 
Mstep: Class 17 contains 6241 members 
Mstep: Class 18 contains 194929 members 
Mstep: Class 19 contains 93911 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2573 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233324048.000000 Penalty: 190448.093750
Iteration 86Q: 23 clusters Score -2.33324e+08 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 36657 members 
Mstep: Class 3 contains 515777 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 31203 members 
Mstep: Class 6 contains 1704 members 
Mstep: Class 7 contains 304430 members 
Mstep: Class 8 contains 11821 members 
Mstep: Class 9 contains 33937 members 
Mstep: Class 10 contains 794 members 
Mstep: Class 11 contains 34039 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8656 members 
Mstep: Class 14 contains 46395 members 
Mstep: Class 15 contains 1284 members 
Mstep: Class 16 contains 21099 members 
Mstep: Class 17 contains 6243 members 
Mstep: Class 18 contains 195048 members 
Mstep: Class 19 contains 93911 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2575 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233324208.000000 Penalty: 190448.093750
Iteration 87Q: 23 clusters Score -2.333242e+08 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 36646 members 
Mstep: Class 3 contains 515938 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 31256 members 
Mstep: Class 6 contains 1704 members 
Mstep: Class 7 contains 303482 members 
Mstep: Class 8 contains 11852 members 
Mstep: Class 9 contains 34503 members 
Mstep: Class 10 contains 794 members 
Mstep: Class 11 contains 33983 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8662 members 
Mstep: Class 14 contains 46399 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 21098 members 
Mstep: Class 17 contains 6242 members 
Mstep: Class 18 contains 195225 members 
Mstep: Class 19 contains 93919 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2576 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233324224.000000 Penalty: 190448.093750
Iteration 88Q: 23 clusters Score -2.333242e+08 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 36640 members 
Mstep: Class 3 contains 516090 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 31299 members 
Mstep: Class 6 contains 1705 members 
Mstep: Class 7 contains 302584 members 
Mstep: Class 8 contains 11869 members 
Mstep: Class 9 contains 35039 members 
Mstep: Class 10 contains 794 members 
Mstep: Class 11 contains 33918 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8665 members 
Mstep: Class 14 contains 46399 members 
Mstep: Class 15 contains 1294 members 
Mstep: Class 16 contains 21095 members 
Mstep: Class 17 contains 6240 members 
Mstep: Class 18 contains 195439 members 
Mstep: Class 19 contains 93933 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2578 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233324592.000000 Penalty: 190448.093750
Iteration 89Q: 23 clusters Score -2.333246e+08 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 36633 members 
Mstep: Class 3 contains 516287 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 31340 members 
Mstep: Class 6 contains 1702 members 
Mstep: Class 7 contains 301664 members 
Mstep: Class 8 contains 11894 members 
Mstep: Class 9 contains 35522 members 
Mstep: Class 10 contains 794 members 
Mstep: Class 11 contains 33862 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8668 members 
Mstep: Class 14 contains 46405 members 
Mstep: Class 15 contains 1311 members 
Mstep: Class 16 contains 21096 members 
Mstep: Class 17 contains 6240 members 
Mstep: Class 18 contains 195635 members 
Mstep: Class 19 contains 93950 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2579 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233324464.000000 Penalty: 190448.093750
Iteration 90Q: 23 clusters Score -2.333245e+08 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 36645 members 
Mstep: Class 3 contains 516534 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 31359 members 
Mstep: Class 6 contains 1700 members 
Mstep: Class 7 contains 300777 members 
Mstep: Class 8 contains 11890 members 
Mstep: Class 9 contains 35962 members 
Mstep: Class 10 contains 794 members 
Mstep: Class 11 contains 33810 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8672 members 
Mstep: Class 14 contains 46415 members 
Mstep: Class 15 contains 1324 members 
Mstep: Class 16 contains 21096 members 
Mstep: Class 17 contains 6241 members 
Mstep: Class 18 contains 195835 members 
Mstep: Class 19 contains 93947 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2585 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233324256.000000 Penalty: 190448.093750
Iteration 91Q: 23 clusters Score -2.333243e+08 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 36643 members 
Mstep: Class 3 contains 516831 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 31380 members 
Mstep: Class 6 contains 1697 members 
Mstep: Class 7 contains 299927 members 
Mstep: Class 8 contains 11903 members 
Mstep: Class 9 contains 36329 members 
Mstep: Class 10 contains 794 members 
Mstep: Class 11 contains 33743 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8676 members 
Mstep: Class 14 contains 46443 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 21095 members 
Mstep: Class 17 contains 6242 members 
Mstep: Class 18 contains 196016 members 
Mstep: Class 19 contains 93943 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2585 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233324368.000000 Penalty: 190448.093750
Iteration 92Q: 23 clusters Score -2.333244e+08 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 36644 members 
Mstep: Class 3 contains 517204 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 31383 members 
Mstep: Class 6 contains 1696 members 
Mstep: Class 7 contains 299023 members 
Mstep: Class 8 contains 11914 members 
Mstep: Class 9 contains 36712 members 
Mstep: Class 10 contains 794 members 
Mstep: Class 11 contains 33688 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8678 members 
Mstep: Class 14 contains 46470 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 21095 members 
Mstep: Class 17 contains 6242 members 
Mstep: Class 18 contains 196177 members 
Mstep: Class 19 contains 93928 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2586 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233324944.000000 Penalty: 190448.093750
Iteration 93Q: 23 clusters Score -2.333249e+08 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 36644 members 
Mstep: Class 3 contains 517664 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 31391 members 
Mstep: Class 6 contains 1696 members 
Mstep: Class 7 contains 298093 members 
Mstep: Class 8 contains 11917 members 
Mstep: Class 9 contains 37071 members 
Mstep: Class 10 contains 794 members 
Mstep: Class 11 contains 33628 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8680 members 
Mstep: Class 14 contains 46487 members 
Mstep: Class 15 contains 1366 members 
Mstep: Class 16 contains 21093 members 
Mstep: Class 17 contains 6242 members 
Mstep: Class 18 contains 196333 members 
Mstep: Class 19 contains 93905 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2586 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233324960.000000 Penalty: 190448.093750
Iteration 94Q: 23 clusters Score -2.33325e+08 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 36641 members 
Mstep: Class 3 contains 518125 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 31394 members 
Mstep: Class 6 contains 1697 members 
Mstep: Class 7 contains 297149 members 
Mstep: Class 8 contains 11925 members 
Mstep: Class 9 contains 37450 members 
Mstep: Class 10 contains 794 members 
Mstep: Class 11 contains 33574 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8684 members 
Mstep: Class 14 contains 46514 members 
Mstep: Class 15 contains 1368 members 
Mstep: Class 16 contains 21092 members 
Mstep: Class 17 contains 6242 members 
Mstep: Class 18 contains 196463 members 
Mstep: Class 19 contains 93901 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2585 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233325024.000000 Penalty: 190448.093750
Iteration 95Q: 23 clusters Score -2.33325e+08 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 36655 members 
Mstep: Class 3 contains 518640 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 31393 members 
Mstep: Class 6 contains 1697 members 
Mstep: Class 7 contains 296168 members 
Mstep: Class 8 contains 11928 members 
Mstep: Class 9 contains 37794 members 
Mstep: Class 10 contains 794 members 
Mstep: Class 11 contains 33528 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8689 members 
Mstep: Class 14 contains 46523 members 
Mstep: Class 15 contains 1378 members 
Mstep: Class 16 contains 21092 members 
Mstep: Class 17 contains 6243 members 
Mstep: Class 18 contains 196594 members 
Mstep: Class 19 contains 93893 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2585 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233325024.000000 Penalty: 190448.093750
Iteration 96Q: 23 clusters Score -2.33325e+08 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 36666 members 
Mstep: Class 3 contains 519176 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 31396 members 
Mstep: Class 6 contains 1697 members 
Mstep: Class 7 contains 295111 members 
Mstep: Class 8 contains 11937 members 
Mstep: Class 9 contains 38173 members 
Mstep: Class 10 contains 794 members 
Mstep: Class 11 contains 33469 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8692 members 
Mstep: Class 14 contains 46540 members 
Mstep: Class 15 contains 1380 members 
Mstep: Class 16 contains 21093 members 
Mstep: Class 17 contains 6244 members 
Mstep: Class 18 contains 196735 members 
Mstep: Class 19 contains 93895 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2590 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233325248.000000 Penalty: 190448.093750
Iteration 97Q: 23 clusters Score -2.333252e+08 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 36673 members 
Mstep: Class 3 contains 519707 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 31408 members 
Mstep: Class 6 contains 1696 members 
Mstep: Class 7 contains 294065 members 
Mstep: Class 8 contains 11955 members 
Mstep: Class 9 contains 38527 members 
Mstep: Class 10 contains 794 members 
Mstep: Class 11 contains 33425 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8694 members 
Mstep: Class 14 contains 46557 members 
Mstep: Class 15 contains 1386 members 
Mstep: Class 16 contains 21095 members 
Mstep: Class 17 contains 6245 members 
Mstep: Class 18 contains 196872 members 
Mstep: Class 19 contains 93894 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2590 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233325664.000000 Penalty: 190448.093750
Iteration 98Q: 23 clusters Score -2.333257e+08 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 36685 members 
Mstep: Class 3 contains 520283 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 31421 members 
Mstep: Class 6 contains 1694 members 
Mstep: Class 7 contains 293000 members 
Mstep: Class 8 contains 11959 members 
Mstep: Class 9 contains 38906 members 
Mstep: Class 10 contains 794 members 
Mstep: Class 11 contains 33380 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8696 members 
Mstep: Class 14 contains 46565 members 
Mstep: Class 15 contains 1396 members 
Mstep: Class 16 contains 21095 members 
Mstep: Class 17 contains 6243 members 
Mstep: Class 18 contains 196989 members 
Mstep: Class 19 contains 93892 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2589 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326096.000000 Penalty: 190448.093750
Iteration 99Q: 23 clusters Score -2.333261e+08 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 36696 members 
Mstep: Class 3 contains 520895 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 31428 members 
Mstep: Class 6 contains 1693 members 
Mstep: Class 7 contains 291882 members 
Mstep: Class 8 contains 11976 members 
Mstep: Class 9 contains 39257 members 
Mstep: Class 10 contains 794 members 
Mstep: Class 11 contains 33341 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8697 members 
Mstep: Class 14 contains 46585 members 
Mstep: Class 15 contains 1413 members 
Mstep: Class 16 contains 21096 members 
Mstep: Class 17 contains 6244 members 
Mstep: Class 18 contains 197100 members 
Mstep: Class 19 contains 93892 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2589 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233325872.000000 Penalty: 190448.093750
Iteration 100F: 23 clusters Score -2.333259e+08 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 36719 members 
Mstep: Class 3 contains 521520 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 31455 members 
Mstep: Class 6 contains 1691 members 
Mstep: Class 7 contains 290764 members 
Mstep: Class 8 contains 11978 members 
Mstep: Class 9 contains 39554 members 
Mstep: Class 10 contains 789 members 
Mstep: Class 11 contains 33307 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8701 members 
Mstep: Class 14 contains 46593 members 
Mstep: Class 15 contains 1443 members 
Mstep: Class 16 contains 21101 members 
Mstep: Class 17 contains 6244 members 
Mstep: Class 18 contains 197231 members 
Mstep: Class 19 contains 93902 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2590 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326176.000000 Penalty: 190448.093750
Iteration 101Q: 23 clusters Score -2.333262e+08 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 36720 members 
Mstep: Class 3 contains 522169 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 31473 members 
Mstep: Class 6 contains 1691 members 
Mstep: Class 7 contains 289649 members 
Mstep: Class 8 contains 11975 members 
Mstep: Class 9 contains 39807 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33276 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8705 members 
Mstep: Class 14 contains 46587 members 
Mstep: Class 15 contains 1518 members 
Mstep: Class 16 contains 21100 members 
Mstep: Class 17 contains 6244 members 
Mstep: Class 18 contains 197397 members 
Mstep: Class 19 contains 93912 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2588 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326384.000000 Penalty: 190448.093750
Iteration 102Q: 23 clusters Score -2.333264e+08 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 36736 members 
Mstep: Class 3 contains 522732 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 31487 members 
Mstep: Class 6 contains 1691 members 
Mstep: Class 7 contains 288563 members 
Mstep: Class 8 contains 11972 members 
Mstep: Class 9 contains 40026 members 
Mstep: Class 10 contains 784 members 
Mstep: Class 11 contains 33253 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8711 members 
Mstep: Class 14 contains 46594 members 
Mstep: Class 15 contains 1618 members 
Mstep: Class 16 contains 21101 members 
Mstep: Class 17 contains 6243 members 
Mstep: Class 18 contains 197587 members 
Mstep: Class 19 contains 93923 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2589 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326384.000000 Penalty: 190448.093750
Iteration 103Q: 23 clusters Score -2.333264e+08 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 36747 members 
Mstep: Class 3 contains 523336 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 31499 members 
Mstep: Class 6 contains 1691 members 
Mstep: Class 7 contains 287498 members 
Mstep: Class 8 contains 11979 members 
Mstep: Class 9 contains 40219 members 
Mstep: Class 10 contains 784 members 
Mstep: Class 11 contains 33219 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8717 members 
Mstep: Class 14 contains 46589 members 
Mstep: Class 15 contains 1694 members 
Mstep: Class 16 contains 21102 members 
Mstep: Class 17 contains 6243 members 
Mstep: Class 18 contains 197795 members 
Mstep: Class 19 contains 93922 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2585 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233325936.000000 Penalty: 190448.093750
Iteration 104Q: 23 clusters Score -2.333259e+08 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 36743 members 
Mstep: Class 3 contains 523988 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 31498 members 
Mstep: Class 6 contains 1692 members 
Mstep: Class 7 contains 286384 members 
Mstep: Class 8 contains 11979 members 
Mstep: Class 9 contains 40478 members 
Mstep: Class 10 contains 784 members 
Mstep: Class 11 contains 33189 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8725 members 
Mstep: Class 14 contains 46601 members 
Mstep: Class 15 contains 1740 members 
Mstep: Class 16 contains 21103 members 
Mstep: Class 17 contains 6243 members 
Mstep: Class 18 contains 197985 members 
Mstep: Class 19 contains 93916 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2577 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326000.000000 Penalty: 190448.093750
Iteration 105Q: 23 clusters Score -2.33326e+08 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 36743 members 
Mstep: Class 3 contains 524614 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 31519 members 
Mstep: Class 6 contains 1692 members 
Mstep: Class 7 contains 285240 members 
Mstep: Class 8 contains 11995 members 
Mstep: Class 9 contains 40721 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33161 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8732 members 
Mstep: Class 14 contains 46617 members 
Mstep: Class 15 contains 1767 members 
Mstep: Class 16 contains 21104 members 
Mstep: Class 17 contains 6243 members 
Mstep: Class 18 contains 198204 members 
Mstep: Class 19 contains 93909 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2578 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233325552.000000 Penalty: 190448.093750
Iteration 106Q: 23 clusters Score -2.333256e+08 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23182 members 
Mstep: Class 2 contains 36749 members 
Mstep: Class 3 contains 525287 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 31514 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 284107 members 
Mstep: Class 8 contains 12007 members 
Mstep: Class 9 contains 40946 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33134 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8739 members 
Mstep: Class 14 contains 46643 members 
Mstep: Class 15 contains 1787 members 
Mstep: Class 16 contains 21103 members 
Mstep: Class 17 contains 6244 members 
Mstep: Class 18 contains 198418 members 
Mstep: Class 19 contains 93891 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2573 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233325664.000000 Penalty: 190448.093750
Iteration 107Q: 23 clusters Score -2.333257e+08 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 36754 members 
Mstep: Class 3 contains 525984 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 31512 members 
Mstep: Class 6 contains 1687 members 
Mstep: Class 7 contains 282957 members 
Mstep: Class 8 contains 12015 members 
Mstep: Class 9 contains 41142 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33106 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8750 members 
Mstep: Class 14 contains 46662 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 21102 members 
Mstep: Class 17 contains 6244 members 
Mstep: Class 18 contains 198648 members 
Mstep: Class 19 contains 93869 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2571 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233325744.000000 Penalty: 190448.093750
Iteration 108Q: 23 clusters Score -2.333257e+08 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 36755 members 
Mstep: Class 3 contains 526603 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 31503 members 
Mstep: Class 6 contains 1684 members 
Mstep: Class 7 contains 281860 members 
Mstep: Class 8 contains 12033 members 
Mstep: Class 9 contains 41361 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33076 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8761 members 
Mstep: Class 14 contains 46686 members 
Mstep: Class 15 contains 1816 members 
Mstep: Class 16 contains 21101 members 
Mstep: Class 17 contains 6244 members 
Mstep: Class 18 contains 198882 members 
Mstep: Class 19 contains 93861 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2573 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233325616.000000 Penalty: 190448.093750
Iteration 109Q: 23 clusters Score -2.333256e+08 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 36758 members 
Mstep: Class 3 contains 527240 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 31550 members 
Mstep: Class 6 contains 1683 members 
Mstep: Class 7 contains 280709 members 
Mstep: Class 8 contains 12052 members 
Mstep: Class 9 contains 41570 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33061 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8769 members 
Mstep: Class 14 contains 46698 members 
Mstep: Class 15 contains 1823 members 
Mstep: Class 16 contains 21102 members 
Mstep: Class 17 contains 6245 members 
Mstep: Class 18 contains 199100 members 
Mstep: Class 19 contains 93847 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2575 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233325152.000000 Penalty: 190448.093750
Iteration 110Q: 23 clusters Score -2.333252e+08 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 36769 members 
Mstep: Class 3 contains 527820 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 31601 members 
Mstep: Class 6 contains 1682 members 
Mstep: Class 7 contains 279580 members 
Mstep: Class 8 contains 12068 members 
Mstep: Class 9 contains 41766 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33046 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8774 members 
Mstep: Class 14 contains 46711 members 
Mstep: Class 15 contains 1830 members 
Mstep: Class 16 contains 21102 members 
Mstep: Class 17 contains 6243 members 
Mstep: Class 18 contains 199368 members 
Mstep: Class 19 contains 93844 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2576 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233325520.000000 Penalty: 190448.093750
Iteration 111Q: 23 clusters Score -2.333255e+08 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 36779 members 
Mstep: Class 3 contains 528412 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 31653 members 
Mstep: Class 6 contains 1682 members 
Mstep: Class 7 contains 278477 members 
Mstep: Class 8 contains 12071 members 
Mstep: Class 9 contains 41952 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33010 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8779 members 
Mstep: Class 14 contains 46727 members 
Mstep: Class 15 contains 1833 members 
Mstep: Class 16 contains 21102 members 
Mstep: Class 17 contains 6243 members 
Mstep: Class 18 contains 199642 members 
Mstep: Class 19 contains 93846 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2574 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233325248.000000 Penalty: 190448.093750
Iteration 112Q: 23 clusters Score -2.333252e+08 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 36792 members 
Mstep: Class 3 contains 528980 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 31712 members 
Mstep: Class 6 contains 1681 members 
Mstep: Class 7 contains 277387 members 
Mstep: Class 8 contains 12086 members 
Mstep: Class 9 contains 42123 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 32989 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8787 members 
Mstep: Class 14 contains 46732 members 
Mstep: Class 15 contains 1837 members 
Mstep: Class 16 contains 21102 members 
Mstep: Class 17 contains 6243 members 
Mstep: Class 18 contains 199910 members 
Mstep: Class 19 contains 93834 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2573 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233325136.000000 Penalty: 190448.093750
Iteration 113Q: 23 clusters Score -2.333251e+08 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 36801 members 
Mstep: Class 3 contains 529583 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 31762 members 
Mstep: Class 6 contains 1682 members 
Mstep: Class 7 contains 276288 members 
Mstep: Class 8 contains 12102 members 
Mstep: Class 9 contains 42262 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 32962 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8793 members 
Mstep: Class 14 contains 46748 members 
Mstep: Class 15 contains 1843 members 
Mstep: Class 16 contains 21101 members 
Mstep: Class 17 contains 6243 members 
Mstep: Class 18 contains 200219 members 
Mstep: Class 19 contains 93802 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2575 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233325424.000000 Penalty: 190448.093750
Iteration 114Q: 23 clusters Score -2.333254e+08 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 36800 members 
Mstep: Class 3 contains 530231 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 31822 members 
Mstep: Class 6 contains 1682 members 
Mstep: Class 7 contains 275154 members 
Mstep: Class 8 contains 12122 members 
Mstep: Class 9 contains 42407 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 32939 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8798 members 
Mstep: Class 14 contains 46761 members 
Mstep: Class 15 contains 1848 members 
Mstep: Class 16 contains 21099 members 
Mstep: Class 17 contains 6244 members 
Mstep: Class 18 contains 200502 members 
Mstep: Class 19 contains 93775 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2575 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233325376.000000 Penalty: 190448.093750
Iteration 115Q: 23 clusters Score -2.333254e+08 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 36807 members 
Mstep: Class 3 contains 530883 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 31898 members 
Mstep: Class 6 contains 1682 members 
Mstep: Class 7 contains 273994 members 
Mstep: Class 8 contains 12144 members 
Mstep: Class 9 contains 42555 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 32914 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8803 members 
Mstep: Class 14 contains 46774 members 
Mstep: Class 15 contains 1851 members 
Mstep: Class 16 contains 21101 members 
Mstep: Class 17 contains 6243 members 
Mstep: Class 18 contains 200785 members 
Mstep: Class 19 contains 93740 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2572 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233325184.000000 Penalty: 190448.093750
Iteration 116Q: 23 clusters Score -2.333252e+08 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 36818 members 
Mstep: Class 3 contains 531479 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 31969 members 
Mstep: Class 6 contains 1682 members 
Mstep: Class 7 contains 272866 members 
Mstep: Class 8 contains 12166 members 
Mstep: Class 9 contains 42704 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 32899 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8809 members 
Mstep: Class 14 contains 46786 members 
Mstep: Class 15 contains 1852 members 
Mstep: Class 16 contains 21102 members 
Mstep: Class 17 contains 6243 members 
Mstep: Class 18 contains 201096 members 
Mstep: Class 19 contains 93703 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2568 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233325376.000000 Penalty: 190448.093750
Iteration 117Q: 23 clusters Score -2.333254e+08 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 36823 members 
Mstep: Class 3 contains 532097 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 32032 members 
Mstep: Class 6 contains 1682 members 
Mstep: Class 7 contains 271736 members 
Mstep: Class 8 contains 12193 members 
Mstep: Class 9 contains 42840 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 32878 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8821 members 
Mstep: Class 14 contains 46810 members 
Mstep: Class 15 contains 1853 members 
Mstep: Class 16 contains 21102 members 
Mstep: Class 17 contains 6243 members 
Mstep: Class 18 contains 201387 members 
Mstep: Class 19 contains 93667 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2568 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233325440.000000 Penalty: 190448.093750
Iteration 118Q: 23 clusters Score -2.333254e+08 nChanged 1990
Entering ConstructFrom: 
Score: -233325440.000000 Penalty: 190448.093750
Entering ConstructFrom: 
Trying to split cluster 1 (23294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Entering Unmasked Estep 
Score: -4063419.000000 Penalty: 6159.270020
	Iteration 0F: 2 clusters Score -4063419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -4044741.250000 Penalty: 12318.540039
	Iteration 0F: 3 clusters Score -4044741 nChanged 9668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -4049832.250000 Penalty: 12318.540039
	Iteration 1F: 3 clusters Score -4049832 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -4050460.500000 Penalty: 12318.540039
	Iteration 2F: 3 clusters Score -4050460 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -4050902.500000 Penalty: 12318.540039
	Iteration 3Q: 3 clusters Score -4050902 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -4051153.750000 Penalty: 12318.540039
	Iteration 4Q: 3 clusters Score -4051154 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -4051359.750000 Penalty: 12318.540039
	Iteration 5Q: 3 clusters Score -4051360 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -4051515.250000 Penalty: 12318.540039
	Iteration 6Q: 3 clusters Score -4051515 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -4051654.250000 Penalty: 12318.540039
	Iteration 7Q: 3 clusters Score -4051654 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -4051764.750000 Penalty: 12318.540039
	Iteration 8Q: 3 clusters Score -4051765 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -4051916.250000 Penalty: 12318.540039
	Iteration 9Q: 3 clusters Score -4051916 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -4052012.750000 Penalty: 12318.540039
	Iteration 10Q: 3 clusters Score -4052013 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -4052121.000000 Penalty: 12318.540039
	Iteration 11Q: 3 clusters Score -4052121 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -4052208.000000 Penalty: 12318.540039
	Iteration 12Q: 3 clusters Score -4052208 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -4052318.500000 Penalty: 12318.540039
	Iteration 13Q: 3 clusters Score -4052318 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -4052418.750000 Penalty: 12318.540039
	Iteration 14Q: 3 clusters Score -4052419 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -4052527.000000 Penalty: 12318.540039
	Iteration 15Q: 3 clusters Score -4052527 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -4052649.000000 Penalty: 12318.540039
	Iteration 16Q: 3 clusters Score -4052649 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -4052748.000000 Penalty: 12318.540039
	Iteration 17Q: 3 clusters Score -4052748 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -4052882.000000 Penalty: 12318.540039
	Iteration 18Q: 3 clusters Score -4052882 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -4053001.500000 Penalty: 12318.540039
	Iteration 19Q: 3 clusters Score -4053002 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -4053160.250000 Penalty: 12318.540039
	Iteration 20F: 3 clusters Score -4053160 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -4053354.000000 Penalty: 12318.540039
	Iteration 21Q: 3 clusters Score -4053354 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -4053623.250000 Penalty: 12318.540039
	Iteration 22Q: 3 clusters Score -4053623 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -4053934.750000 Penalty: 12318.540039
	Iteration 23Q: 3 clusters Score -4053935 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -4054327.250000 Penalty: 12318.540039
	Iteration 24Q: 3 clusters Score -4054327 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -4054797.750000 Penalty: 12318.540039
	Iteration 25Q: 3 clusters Score -4054798 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -4055338.000000 Penalty: 12318.540039
	Iteration 26Q: 3 clusters Score -4055338 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -4055909.750000 Penalty: 12318.540039
	Iteration 27Q: 3 clusters Score -4055910 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -4056454.250000 Penalty: 12318.540039
	Iteration 28Q: 3 clusters Score -4056454 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -4056890.250000 Penalty: 12318.540039
	Iteration 29Q: 3 clusters Score -4056890 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -4057243.000000 Penalty: 12318.540039
	Iteration 30Q: 3 clusters Score -4057243 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -4057431.250000 Penalty: 12318.540039
	Iteration 31Q: 3 clusters Score -4057431 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -4057566.250000 Penalty: 12318.540039
	Iteration 32Q: 3 clusters Score -4057566 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -4057676.000000 Penalty: 12318.540039
	Iteration 33Q: 3 clusters Score -4057676 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -4057770.500000 Penalty: 12318.540039
	Iteration 34Q: 3 clusters Score -4057770 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -4057828.500000 Penalty: 12318.540039
	Iteration 35Q: 3 clusters Score -4057828 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -4057847.000000 Penalty: 12318.540039
	Iteration 36Q: 3 clusters Score -4057847 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -4057889.250000 Penalty: 12318.540039
	Iteration 37Q: 3 clusters Score -4057889 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -4057898.250000 Penalty: 12318.540039
	Iteration 38Q: 3 clusters Score -4057898 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -4057914.000000 Penalty: 12318.540039
	Iteration 39Q: 3 clusters Score -4057914 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -4057915.000000 Penalty: 12318.540039
	Iteration 40F: 3 clusters Score -4057915 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -4057924.500000 Penalty: 12318.540039
	Iteration 41Q: 3 clusters Score -4057924 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -4057923.750000 Penalty: 12318.540039
	Iteration 42Q: 3 clusters Score -4057924 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -4057929.000000 Penalty: 12318.540039
	Iteration 43Q: 3 clusters Score -4057929 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -4057943.000000 Penalty: 12318.540039
	Iteration 44Q: 3 clusters Score -4057943 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -4057942.250000 Penalty: 12318.540039
	Iteration 45Q: 3 clusters Score -4057942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -4057934.250000 Penalty: 12318.540039
	Iteration 46Q: 3 clusters Score -4057934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -4057939.000000 Penalty: 12318.540039
	Iteration 47Q: 3 clusters Score -4057939 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -4057943.750000 Penalty: 12318.540039
	Iteration 48Q: 3 clusters Score -4057944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -4057948.250000 Penalty: 12318.540039
	Iteration 49Q: 3 clusters Score -4057948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -4057952.500000 Penalty: 12318.540039
	Iteration 50Q: 3 clusters Score -4057952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -4057950.500000 Penalty: 12318.540039
	Iteration 51Q: 3 clusters Score -4057950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -4057952.250000 Penalty: 12318.540039
	Iteration 52Q: 3 clusters Score -4057952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -4057953.750000 Penalty: 12318.540039
	Iteration 53Q: 3 clusters Score -4057954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -4057951.250000 Penalty: 12318.540039
	Iteration 54Q: 3 clusters Score -4057951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -4057953.750000 Penalty: 12318.540039
	Iteration 55Q: 3 clusters Score -4057954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -4057953.750000 Penalty: 12318.540039
	Iteration 56F: 3 clusters Score -4057954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (36833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36833 members 
Entering Unmasked Estep 
Score: -6215698.500000 Penalty: 6439.916504
	Iteration 0F: 2 clusters Score -6215698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -6188612.500000 Penalty: 12879.833008
	Iteration 0F: 3 clusters Score -6188612 nChanged 15765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -6196808.000000 Penalty: 12879.833008
	Iteration 1F: 3 clusters Score -6196808 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -6197621.000000 Penalty: 12879.833008
	Iteration 2F: 3 clusters Score -6197621 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -6198247.000000 Penalty: 12879.833008
	Iteration 3Q: 3 clusters Score -6198247 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -6198887.000000 Penalty: 12879.833008
	Iteration 4Q: 3 clusters Score -6198887 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -6199512.000000 Penalty: 12879.833008
	Iteration 5Q: 3 clusters Score -6199512 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -6200319.500000 Penalty: 12879.833008
	Iteration 6Q: 3 clusters Score -6200320 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 24313 members 
Entering Unmasked Estep 
Score: -6201313.000000 Penalty: 12879.833008
	Iteration 7Q: 3 clusters Score -6201313 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 25991 members 
Entering Unmasked Estep 
Score: -6202527.500000 Penalty: 12879.833008
	Iteration 8F: 3 clusters Score -6202528 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 27789 members 
Entering Unmasked Estep 
Score: -6203883.500000 Penalty: 12879.833008
	Iteration 9F: 3 clusters Score -6203884 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 29505 members 
Entering Unmasked Estep 
Score: -6205111.500000 Penalty: 12879.833008
	Iteration 10F: 3 clusters Score -6205112 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 31013 members 
Entering Unmasked Estep 
Score: -6206200.000000 Penalty: 12879.833008
	Iteration 11Q: 3 clusters Score -6206200 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 32191 members 
Entering Unmasked Estep 
Score: -6206993.000000 Penalty: 12879.833008
	Iteration 12Q: 3 clusters Score -6206993 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 33087 members 
Entering Unmasked Estep 
Score: -6207645.000000 Penalty: 12879.833008
	Iteration 13Q: 3 clusters Score -6207645 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 33812 members 
Entering Unmasked Estep 
Score: -6208220.000000 Penalty: 12879.833008
	Iteration 14Q: 3 clusters Score -6208220 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 34374 members 
Entering Unmasked Estep 
Score: -6208678.000000 Penalty: 12879.833008
	Iteration 15Q: 3 clusters Score -6208678 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 34857 members 
Entering Unmasked Estep 
Score: -6209072.000000 Penalty: 12879.833008
	Iteration 16Q: 3 clusters Score -6209072 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 35214 members 
Entering Unmasked Estep 
Score: -6209395.000000 Penalty: 12879.833008
	Iteration 17Q: 3 clusters Score -6209395 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 35471 members 
Entering Unmasked Estep 
Score: -6209657.500000 Penalty: 12879.833008
	Iteration 18Q: 3 clusters Score -6209658 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 35674 members 
Entering Unmasked Estep 
Score: -6209863.000000 Penalty: 12879.833008
	Iteration 19Q: 3 clusters Score -6209863 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 35788 members 
Entering Unmasked Estep 
Score: -6209961.500000 Penalty: 12879.833008
	Iteration 20F: 3 clusters Score -6209962 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 35865 members 
Entering Unmasked Estep 
Score: -6210023.000000 Penalty: 12879.833008
	Iteration 21Q: 3 clusters Score -6210023 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 35900 members 
Entering Unmasked Estep 
Score: -6210066.500000 Penalty: 12879.833008
	Iteration 22Q: 3 clusters Score -6210066 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 35932 members 
Entering Unmasked Estep 
Score: -6210083.000000 Penalty: 12879.833008
	Iteration 23Q: 3 clusters Score -6210083 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 35957 members 
Entering Unmasked Estep 
Score: -6210112.000000 Penalty: 12879.833008
	Iteration 24Q: 3 clusters Score -6210112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 35972 members 
Entering Unmasked Estep 
Score: -6210118.500000 Penalty: 12879.833008
	Iteration 25Q: 3 clusters Score -6210118 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 35990 members 
Entering Unmasked Estep 
Score: -6210134.500000 Penalty: 12879.833008
	Iteration 26Q: 3 clusters Score -6210134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 35997 members 
Entering Unmasked Estep 
Score: -6210146.500000 Penalty: 12879.833008
	Iteration 27Q: 3 clusters Score -6210146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 36004 members 
Entering Unmasked Estep 
Score: -6210168.500000 Penalty: 12879.833008
	Iteration 28Q: 3 clusters Score -6210168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 36012 members 
Entering Unmasked Estep 
Score: -6210174.500000 Penalty: 12879.833008
	Iteration 29Q: 3 clusters Score -6210174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 36023 members 
Entering Unmasked Estep 
Score: -6210182.500000 Penalty: 12879.833008
	Iteration 30Q: 3 clusters Score -6210182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 36031 members 
Entering Unmasked Estep 
Score: -6210195.000000 Penalty: 12879.833008
	Iteration 31Q: 3 clusters Score -6210195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 36034 members 
Entering Unmasked Estep 
Score: -6210189.500000 Penalty: 12879.833008
	Iteration 32Q: 3 clusters Score -6210190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 36040 members 
Entering Unmasked Estep 
Score: -6210202.500000 Penalty: 12879.833008
	Iteration 33Q: 3 clusters Score -6210202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 36040 members 
Entering Unmasked Estep 
Score: -6210202.500000 Penalty: 12879.833008
	Iteration 34F: 3 clusters Score -6210202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (532712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532712 members 
Entering Unmasked Estep 
Score: -91407168.000000 Penalty: 8076.263672
	Iteration 0F: 2 clusters Score -9.140717e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266417 members 
Mstep: Class 2 contains 266295 members 
Entering Unmasked Estep 
Score: -91082896.000000 Penalty: 16152.527344
	Iteration 0F: 3 clusters Score -9.10829e+07 nChanged 255919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267802 members 
Mstep: Class 2 contains 264910 members 
Entering Unmasked Estep 
Score: -91232568.000000 Penalty: 16152.527344
	Iteration 1F: 3 clusters Score -9.123257e+07 nChanged 11172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268866 members 
Mstep: Class 2 contains 263846 members 
Entering Unmasked Estep 
Score: -91234088.000000 Penalty: 16152.527344
	Iteration 2Q: 3 clusters Score -9.123409e+07 nChanged 10747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270805 members 
Mstep: Class 2 contains 261907 members 
Entering Unmasked Estep 
Score: -91235960.000000 Penalty: 16152.527344
	Iteration 3Q: 3 clusters Score -9.123596e+07 nChanged 10636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273807 members 
Mstep: Class 2 contains 258905 members 
Entering Unmasked Estep 
Score: -91237568.000000 Penalty: 16152.527344
	Iteration 4Q: 3 clusters Score -9.123757e+07 nChanged 11035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278562 members 
Mstep: Class 2 contains 254150 members 
Entering Unmasked Estep 
Score: -91239160.000000 Penalty: 16152.527344
	Iteration 5Q: 3 clusters Score -9.123916e+07 nChanged 12438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286020 members 
Mstep: Class 2 contains 246692 members 
Entering Unmasked Estep 
Score: -91241280.000000 Penalty: 16152.527344
	Iteration 6Q: 3 clusters Score -9.124128e+07 nChanged 15063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297447 members 
Mstep: Class 2 contains 235265 members 
Entering Unmasked Estep 
Score: -91244832.000000 Penalty: 16152.527344
	Iteration 7Q: 3 clusters Score -9.124483e+07 nChanged 19556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314669 members 
Mstep: Class 2 contains 218043 members 
Entering Unmasked Estep 
Score: -91252744.000000 Penalty: 16152.527344
	Iteration 8Q: 3 clusters Score -9.125274e+07 nChanged 26806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340015 members 
Mstep: Class 2 contains 192697 members 
Entering Unmasked Estep 
Score: -91265224.000000 Penalty: 16152.527344
	Iteration 9F: 3 clusters Score -9.126522e+07 nChanged 36173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375520 members 
Mstep: Class 2 contains 157192 members 
Entering Unmasked Estep 
Score: -91288552.000000 Penalty: 16152.527344
	Iteration 10F: 3 clusters Score -9.128855e+07 nChanged 45423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420755 members 
Mstep: Class 2 contains 111957 members 
Entering Unmasked Estep 
Score: -91325520.000000 Penalty: 16152.527344
	Iteration 11F: 3 clusters Score -9.132552e+07 nChanged 46769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467462 members 
Mstep: Class 2 contains 65250 members 
Entering Unmasked Estep 
Score: -91362616.000000 Penalty: 16152.527344
	Iteration 12F: 3 clusters Score -9.136262e+07 nChanged 35056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502488 members 
Mstep: Class 2 contains 30224 members 
Entering Unmasked Estep 
Score: -91383232.000000 Penalty: 16152.527344
	Iteration 13F: 3 clusters Score -9.138323e+07 nChanged 18063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520527 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -91393656.000000 Penalty: 16152.527344
	Iteration 14Q: 3 clusters Score -9.139366e+07 nChanged 7122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527633 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -91397696.000000 Penalty: 16152.527344
	Iteration 15Q: 3 clusters Score -9.13977e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530172 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -91399008.000000 Penalty: 16152.527344
	Iteration 16Q: 3 clusters Score -9.139901e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531051 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -91399488.000000 Penalty: 16152.527344
	Iteration 17Q: 3 clusters Score -9.139949e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531395 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -91399888.000000 Penalty: 16152.527344
	Iteration 18Q: 3 clusters Score -9.139989e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531523 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -91400040.000000 Penalty: 16152.527344
	Iteration 19Q: 3 clusters Score -9.140004e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531618 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -91400064.000000 Penalty: 16152.527344
	Iteration 20F: 3 clusters Score -9.140006e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531669 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -91400128.000000 Penalty: 16152.527344
	Iteration 21Q: 3 clusters Score -9.140013e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531689 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -91400080.000000 Penalty: 16152.527344
	Iteration 22Q: 3 clusters Score -9.140008e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531705 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -91400168.000000 Penalty: 16152.527344
	Iteration 23Q: 3 clusters Score -9.140017e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531724 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -91400184.000000 Penalty: 16152.527344
	Iteration 24Q: 3 clusters Score -9.140018e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531742 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -91400184.000000 Penalty: 16152.527344
	Iteration 25Q: 3 clusters Score -9.140018e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531749 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -91400192.000000 Penalty: 16152.527344
	Iteration 26Q: 3 clusters Score -9.140019e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531756 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -91400200.000000 Penalty: 16152.527344
	Iteration 27Q: 3 clusters Score -9.14002e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531765 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -91400160.000000 Penalty: 16152.527344
	Iteration 28Q: 3 clusters Score -9.140016e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531778 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -91400184.000000 Penalty: 16152.527344
	Iteration 29Q: 3 clusters Score -9.140018e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531789 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -91400288.000000 Penalty: 16152.527344
	Iteration 30Q: 3 clusters Score -9.140029e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531799 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -91400264.000000 Penalty: 16152.527344
	Iteration 31Q: 3 clusters Score -9.140026e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531804 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -91400288.000000 Penalty: 16152.527344
	Iteration 32Q: 3 clusters Score -9.140029e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531808 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -91400296.000000 Penalty: 16152.527344
	Iteration 33Q: 3 clusters Score -9.14003e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531811 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -91400312.000000 Penalty: 16152.527344
	Iteration 34Q: 3 clusters Score -9.140031e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531809 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -91400304.000000 Penalty: 16152.527344
	Iteration 35Q: 3 clusters Score -9.14003e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531814 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -91400328.000000 Penalty: 16152.527344
	Iteration 36Q: 3 clusters Score -9.140033e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531816 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -91400312.000000 Penalty: 16152.527344
	Iteration 37Q: 3 clusters Score -9.140031e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531823 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -91400296.000000 Penalty: 16152.527344
	Iteration 38Q: 3 clusters Score -9.14003e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531829 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -91400304.000000 Penalty: 16152.527344
	Iteration 39Q: 3 clusters Score -9.14003e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531831 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -91400336.000000 Penalty: 16152.527344
	Iteration 40F: 3 clusters Score -9.140034e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531831 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -91400336.000000 Penalty: 16152.527344
	Iteration 41Q: 3 clusters Score -9.140034e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531833 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -91400360.000000 Penalty: 16152.527344
	Iteration 42Q: 3 clusters Score -9.140036e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531835 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -91400368.000000 Penalty: 16152.527344
	Iteration 43Q: 3 clusters Score -9.140037e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531835 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -91400368.000000 Penalty: 16152.527344
	Iteration 44F: 3 clusters Score -9.140037e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Entering Unmasked Estep 
Score: -256687.062500 Penalty: 4520.024414
	Iteration 0F: 2 clusters Score -256687.1 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 814 members 
Entering Unmasked Estep 
Score: -252002.218750 Penalty: 9040.048828
	Iteration 0F: 3 clusters Score -252002.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -252491.484375 Penalty: 9040.048828
	Iteration 1F: 3 clusters Score -252491.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -252688.046875 Penalty: 9040.048828
	Iteration 2F: 3 clusters Score -252688 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -252993.234375 Penalty: 9040.048828
	Iteration 3Q: 3 clusters Score -252993.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -253194.031250 Penalty: 9040.048828
	Iteration 4Q: 3 clusters Score -253194 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -253289.000000 Penalty: 9040.048828
	Iteration 5Q: 3 clusters Score -253289 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -253331.515625 Penalty: 9040.048828
	Iteration 6Q: 3 clusters Score -253331.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -253367.203125 Penalty: 9040.048828
	Iteration 7Q: 3 clusters Score -253367.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -253412.968750 Penalty: 9040.048828
	Iteration 8Q: 3 clusters Score -253413 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -253451.125000 Penalty: 9040.048828
	Iteration 9Q: 3 clusters Score -253451.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -253477.312500 Penalty: 9040.048828
	Iteration 10Q: 3 clusters Score -253477.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -253511.828125 Penalty: 9040.048828
	Iteration 11Q: 3 clusters Score -253511.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -253539.937500 Penalty: 9040.048828
	Iteration 12Q: 3 clusters Score -253539.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -253554.140625 Penalty: 9040.048828
	Iteration 13Q: 3 clusters Score -253554.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -253573.562500 Penalty: 9040.048828
	Iteration 14Q: 3 clusters Score -253573.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -253590.515625 Penalty: 9040.048828
	Iteration 15Q: 3 clusters Score -253590.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -253605.437500 Penalty: 9040.048828
	Iteration 16Q: 3 clusters Score -253605.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -253612.781250 Penalty: 9040.048828
	Iteration 17Q: 3 clusters Score -253612.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -253621.765625 Penalty: 9040.048828
	Iteration 18Q: 3 clusters Score -253621.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -253634.421875 Penalty: 9040.048828
	Iteration 19Q: 3 clusters Score -253634.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -253652.656250 Penalty: 9040.048828
	Iteration 20F: 3 clusters Score -253652.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -253677.437500 Penalty: 9040.048828
	Iteration 21Q: 3 clusters Score -253677.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -253685.312500 Penalty: 9040.048828
	Iteration 22Q: 3 clusters Score -253685.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -253688.234375 Penalty: 9040.048828
	Iteration 23Q: 3 clusters Score -253688.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -253689.562500 Penalty: 9040.048828
	Iteration 24Q: 3 clusters Score -253689.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -253690.734375 Penalty: 9040.048828
	Iteration 25Q: 3 clusters Score -253690.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -253690.734375 Penalty: 9040.048828
	Iteration 26F: 3 clusters Score -253690.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (32101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32101 members 
Entering Unmasked Estep 
Score: -5627993.000000 Penalty: 6355.693359
	Iteration 0F: 2 clusters Score -5627993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -5603700.500000 Penalty: 12711.386719
	Iteration 0F: 3 clusters Score -5603700 nChanged 13783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -5610877.000000 Penalty: 12711.386719
	Iteration 1F: 3 clusters Score -5610877 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -5611645.500000 Penalty: 12711.386719
	Iteration 2F: 3 clusters Score -5611646 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -5612258.000000 Penalty: 12711.386719
	Iteration 3Q: 3 clusters Score -5612258 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -5612726.000000 Penalty: 12711.386719
	Iteration 4Q: 3 clusters Score -5612726 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -5613154.000000 Penalty: 12711.386719
	Iteration 5Q: 3 clusters Score -5613154 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -5613552.000000 Penalty: 12711.386719
	Iteration 6Q: 3 clusters Score -5613552 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -5613988.000000 Penalty: 12711.386719
	Iteration 7Q: 3 clusters Score -5613988 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -5614416.000000 Penalty: 12711.386719
	Iteration 8Q: 3 clusters Score -5614416 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -5614903.000000 Penalty: 12711.386719
	Iteration 9Q: 3 clusters Score -5614903 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -5615516.000000 Penalty: 12711.386719
	Iteration 10Q: 3 clusters Score -5615516 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -5616222.000000 Penalty: 12711.386719
	Iteration 11Q: 3 clusters Score -5616222 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -5617070.000000 Penalty: 12711.386719
	Iteration 12Q: 3 clusters Score -5617070 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 25194 members 
Entering Unmasked Estep 
Score: -5618034.000000 Penalty: 12711.386719
	Iteration 13Q: 3 clusters Score -5618034 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -5619012.500000 Penalty: 12711.386719
	Iteration 14Q: 3 clusters Score -5619012 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 27374 members 
Entering Unmasked Estep 
Score: -5619793.500000 Penalty: 12711.386719
	Iteration 15Q: 3 clusters Score -5619794 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 28169 members 
Entering Unmasked Estep 
Score: -5620481.000000 Penalty: 12711.386719
	Iteration 16Q: 3 clusters Score -5620481 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 28762 members 
Entering Unmasked Estep 
Score: -5620980.000000 Penalty: 12711.386719
	Iteration 17Q: 3 clusters Score -5620980 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 29220 members 
Entering Unmasked Estep 
Score: -5621328.000000 Penalty: 12711.386719
	Iteration 18Q: 3 clusters Score -5621328 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 29567 members 
Entering Unmasked Estep 
Score: -5621616.000000 Penalty: 12711.386719
	Iteration 19Q: 3 clusters Score -5621616 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 29833 members 
Entering Unmasked Estep 
Score: -5621809.000000 Penalty: 12711.386719
	Iteration 20F: 3 clusters Score -5621809 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 30040 members 
Entering Unmasked Estep 
Score: -5621970.500000 Penalty: 12711.386719
	Iteration 21Q: 3 clusters Score -5621970 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 30191 members 
Entering Unmasked Estep 
Score: -5622110.500000 Penalty: 12711.386719
	Iteration 22Q: 3 clusters Score -5622110 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 30309 members 
Entering Unmasked Estep 
Score: -5622189.500000 Penalty: 12711.386719
	Iteration 23Q: 3 clusters Score -5622190 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 30390 members 
Entering Unmasked Estep 
Score: -5622243.500000 Penalty: 12711.386719
	Iteration 24Q: 3 clusters Score -5622244 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 30436 members 
Entering Unmasked Estep 
Score: -5622268.500000 Penalty: 12711.386719
	Iteration 25Q: 3 clusters Score -5622268 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 30476 members 
Entering Unmasked Estep 
Score: -5622302.500000 Penalty: 12711.386719
	Iteration 26Q: 3 clusters Score -5622302 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 30505 members 
Entering Unmasked Estep 
Score: -5622321.000000 Penalty: 12711.386719
	Iteration 27Q: 3 clusters Score -5622321 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 30535 members 
Entering Unmasked Estep 
Score: -5622344.000000 Penalty: 12711.386719
	Iteration 28Q: 3 clusters Score -5622344 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 30555 members 
Entering Unmasked Estep 
Score: -5622364.000000 Penalty: 12711.386719
	Iteration 29Q: 3 clusters Score -5622364 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 30573 members 
Entering Unmasked Estep 
Score: -5622376.000000 Penalty: 12711.386719
	Iteration 30Q: 3 clusters Score -5622376 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 30587 members 
Entering Unmasked Estep 
Score: -5622397.500000 Penalty: 12711.386719
	Iteration 31Q: 3 clusters Score -5622398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 30598 members 
Entering Unmasked Estep 
Score: -5622404.500000 Penalty: 12711.386719
	Iteration 32Q: 3 clusters Score -5622404 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 30615 members 
Entering Unmasked Estep 
Score: -5622410.500000 Penalty: 12711.386719
	Iteration 33Q: 3 clusters Score -5622410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 30628 members 
Entering Unmasked Estep 
Score: -5622413.500000 Penalty: 12711.386719
	Iteration 34Q: 3 clusters Score -5622414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 30634 members 
Entering Unmasked Estep 
Score: -5622432.000000 Penalty: 12711.386719
	Iteration 35Q: 3 clusters Score -5622432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 30639 members 
Entering Unmasked Estep 
Score: -5622441.000000 Penalty: 12711.386719
	Iteration 36Q: 3 clusters Score -5622441 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 30652 members 
Entering Unmasked Estep 
Score: -5622436.500000 Penalty: 12711.386719
	Iteration 37Q: 3 clusters Score -5622436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 30655 members 
Entering Unmasked Estep 
Score: -5622445.000000 Penalty: 12711.386719
	Iteration 38Q: 3 clusters Score -5622445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 30661 members 
Entering Unmasked Estep 
Score: -5622446.500000 Penalty: 12711.386719
	Iteration 39Q: 3 clusters Score -5622446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 30665 members 
Entering Unmasked Estep 
Score: -5622453.500000 Penalty: 12711.386719
	Iteration 40F: 3 clusters Score -5622454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 30669 members 
Entering Unmasked Estep 
Score: -5622457.500000 Penalty: 12711.386719
	Iteration 41Q: 3 clusters Score -5622458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 30672 members 
Entering Unmasked Estep 
Score: -5622461.000000 Penalty: 12711.386719
	Iteration 42Q: 3 clusters Score -5622461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 30679 members 
Entering Unmasked Estep 
Score: -5622459.500000 Penalty: 12711.386719
	Iteration 43Q: 3 clusters Score -5622460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 30687 members 
Entering Unmasked Estep 
Score: -5622469.000000 Penalty: 12711.386719
	Iteration 44Q: 3 clusters Score -5622469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 30689 members 
Entering Unmasked Estep 
Score: -5622465.500000 Penalty: 12711.386719
	Iteration 45Q: 3 clusters Score -5622466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -5622470.500000 Penalty: 12711.386719
	Iteration 46Q: 3 clusters Score -5622470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 30699 members 
Entering Unmasked Estep 
Score: -5622472.000000 Penalty: 12711.386719
	Iteration 47Q: 3 clusters Score -5622472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 30706 members 
Entering Unmasked Estep 
Score: -5622486.500000 Penalty: 12711.386719
	Iteration 48Q: 3 clusters Score -5622486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 30714 members 
Entering Unmasked Estep 
Score: -5622489.000000 Penalty: 12711.386719
	Iteration 49Q: 3 clusters Score -5622489 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 30725 members 
Entering Unmasked Estep 
Score: -5622500.500000 Penalty: 12711.386719
	Iteration 50Q: 3 clusters Score -5622500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 30736 members 
Entering Unmasked Estep 
Score: -5622505.500000 Penalty: 12711.386719
	Iteration 51Q: 3 clusters Score -5622506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 30742 members 
Entering Unmasked Estep 
Score: -5622518.000000 Penalty: 12711.386719
	Iteration 52Q: 3 clusters Score -5622518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 30748 members 
Entering Unmasked Estep 
Score: -5622517.000000 Penalty: 12711.386719
	Iteration 53Q: 3 clusters Score -5622517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 30752 members 
Entering Unmasked Estep 
Score: -5622521.000000 Penalty: 12711.386719
	Iteration 54Q: 3 clusters Score -5622521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 30757 members 
Entering Unmasked Estep 
Score: -5622521.500000 Penalty: 12711.386719
	Iteration 55Q: 3 clusters Score -5622522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 30759 members 
Entering Unmasked Estep 
Score: -5622519.000000 Penalty: 12711.386719
	Iteration 56Q: 3 clusters Score -5622519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 30761 members 
Entering Unmasked Estep 
Score: -5622523.000000 Penalty: 12711.386719
	Iteration 57Q: 3 clusters Score -5622523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 30764 members 
Entering Unmasked Estep 
Score: -5622515.500000 Penalty: 12711.386719
	Iteration 58Q: 3 clusters Score -5622516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 30766 members 
Entering Unmasked Estep 
Score: -5622521.000000 Penalty: 12711.386719
	Iteration 59Q: 3 clusters Score -5622521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 30769 members 
Entering Unmasked Estep 
Score: -5622520.000000 Penalty: 12711.386719
	Iteration 60F: 3 clusters Score -5622520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 30771 members 
Entering Unmasked Estep 
Score: -5622521.000000 Penalty: 12711.386719
	Iteration 61Q: 3 clusters Score -5622521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 30773 members 
Entering Unmasked Estep 
Score: -5622519.500000 Penalty: 12711.386719
	Iteration 62Q: 3 clusters Score -5622520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -5622526.500000 Penalty: 12711.386719
	Iteration 63Q: 3 clusters Score -5622526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -5622526.500000 Penalty: 12711.386719
	Iteration 64F: 3 clusters Score -5622526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Entering Unmasked Estep 
Score: -260342.734375 Penalty: 4549.489746
	Iteration 0F: 2 clusters Score -260342.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -255632.593750 Penalty: 9098.979492
	Iteration 0F: 3 clusters Score -255632.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -256216.609375 Penalty: 9098.979492
	Iteration 1F: 3 clusters Score -256216.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -256419.281250 Penalty: 9098.979492
	Iteration 2F: 3 clusters Score -256419.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -256541.500000 Penalty: 9098.979492
	Iteration 3Q: 3 clusters Score -256541.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -256645.375000 Penalty: 9098.979492
	Iteration 4Q: 3 clusters Score -256645.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -256736.000000 Penalty: 9098.979492
	Iteration 5Q: 3 clusters Score -256736 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -256883.203125 Penalty: 9098.979492
	Iteration 6Q: 3 clusters Score -256883.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -257026.093750 Penalty: 9098.979492
	Iteration 7Q: 3 clusters Score -257026.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -257187.796875 Penalty: 9098.979492
	Iteration 8Q: 3 clusters Score -257187.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -257361.921875 Penalty: 9098.979492
	Iteration 9Q: 3 clusters Score -257361.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -257491.500000 Penalty: 9098.979492
	Iteration 10Q: 3 clusters Score -257491.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -257629.343750 Penalty: 9098.979492
	Iteration 11Q: 3 clusters Score -257629.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -257748.484375 Penalty: 9098.979492
	Iteration 12Q: 3 clusters Score -257748.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -257836.875000 Penalty: 9098.979492
	Iteration 13Q: 3 clusters Score -257836.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -257920.109375 Penalty: 9098.979492
	Iteration 14Q: 3 clusters Score -257920.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -258016.265625 Penalty: 9098.979492
	Iteration 15Q: 3 clusters Score -258016.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -258078.859375 Penalty: 9098.979492
	Iteration 16Q: 3 clusters Score -258078.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -258140.390625 Penalty: 9098.979492
	Iteration 17Q: 3 clusters Score -258140.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -258200.453125 Penalty: 9098.979492
	Iteration 18Q: 3 clusters Score -258200.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -258231.312500 Penalty: 9098.979492
	Iteration 19Q: 3 clusters Score -258231.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -258295.390625 Penalty: 9098.979492
	Iteration 20F: 3 clusters Score -258295.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -258419.656250 Penalty: 9098.979492
	Iteration 21Q: 3 clusters Score -258419.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -258511.250000 Penalty: 9098.979492
	Iteration 22Q: 3 clusters Score -258511.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -258566.437500 Penalty: 9098.979492
	Iteration 23Q: 3 clusters Score -258566.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -258590.031250 Penalty: 9098.979492
	Iteration 24Q: 3 clusters Score -258590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -258607.187500 Penalty: 9098.979492
	Iteration 25Q: 3 clusters Score -258607.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -258616.640625 Penalty: 9098.979492
	Iteration 26Q: 3 clusters Score -258616.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -258626.750000 Penalty: 9098.979492
	Iteration 27Q: 3 clusters Score -258626.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -258636.031250 Penalty: 9098.979492
	Iteration 28Q: 3 clusters Score -258636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -258645.250000 Penalty: 9098.979492
	Iteration 29Q: 3 clusters Score -258645.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -258647.234375 Penalty: 9098.979492
	Iteration 30Q: 3 clusters Score -258647.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -258647.234375 Penalty: 9098.979492
	Iteration 31F: 3 clusters Score -258647.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (270622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270622 members 
Entering Unmasked Estep 
Score: -46571508.000000 Penalty: 7661.442871
	Iteration 0F: 2 clusters Score -4.657151e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135662 members 
Mstep: Class 2 contains 134960 members 
Entering Unmasked Estep 
Score: -46393688.000000 Penalty: 15322.885742
	Iteration 0F: 3 clusters Score -4.639369e+07 nChanged 128149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139361 members 
Mstep: Class 2 contains 131261 members 
Entering Unmasked Estep 
Score: -46467028.000000 Penalty: 15322.885742
	Iteration 1F: 3 clusters Score -4.646703e+07 nChanged 7765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141712 members 
Mstep: Class 2 contains 128910 members 
Entering Unmasked Estep 
Score: -46468552.000000 Penalty: 15322.885742
	Iteration 2Q: 3 clusters Score -4.646855e+07 nChanged 7932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145304 members 
Mstep: Class 2 contains 125318 members 
Entering Unmasked Estep 
Score: -46470584.000000 Penalty: 15322.885742
	Iteration 3Q: 3 clusters Score -4.647058e+07 nChanged 8609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150733 members 
Mstep: Class 2 contains 119889 members 
Entering Unmasked Estep 
Score: -46473100.000000 Penalty: 15322.885742
	Iteration 4Q: 3 clusters Score -4.64731e+07 nChanged 10367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158844 members 
Mstep: Class 2 contains 111778 members 
Entering Unmasked Estep 
Score: -46477204.000000 Penalty: 15322.885742
	Iteration 5Q: 3 clusters Score -4.64772e+07 nChanged 14047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170875 members 
Mstep: Class 2 contains 99747 members 
Entering Unmasked Estep 
Score: -46484532.000000 Penalty: 15322.885742
	Iteration 6F: 3 clusters Score -4.648453e+07 nChanged 18454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187397 members 
Mstep: Class 2 contains 83225 members 
Entering Unmasked Estep 
Score: -46496776.000000 Penalty: 15322.885742
	Iteration 7F: 3 clusters Score -4.649678e+07 nChanged 22002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208043 members 
Mstep: Class 2 contains 62579 members 
Entering Unmasked Estep 
Score: -46514372.000000 Penalty: 15322.885742
	Iteration 8F: 3 clusters Score -4.651437e+07 nChanged 22022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229421 members 
Mstep: Class 2 contains 41201 members 
Entering Unmasked Estep 
Score: -46534288.000000 Penalty: 15322.885742
	Iteration 9F: 3 clusters Score -4.653429e+07 nChanged 16999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246156 members 
Mstep: Class 2 contains 24466 members 
Entering Unmasked Estep 
Score: -46549284.000000 Penalty: 15322.885742
	Iteration 10F: 3 clusters Score -4.654928e+07 nChanged 9896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255900 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -46557728.000000 Penalty: 15322.885742
	Iteration 11Q: 3 clusters Score -4.655773e+07 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260860 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -46562080.000000 Penalty: 15322.885742
	Iteration 12Q: 3 clusters Score -4.656208e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263282 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -46563968.000000 Penalty: 15322.885742
	Iteration 13Q: 3 clusters Score -4.656397e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264654 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -46564816.000000 Penalty: 15322.885742
	Iteration 14Q: 3 clusters Score -4.656482e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265542 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -46565404.000000 Penalty: 15322.885742
	Iteration 15Q: 3 clusters Score -4.65654e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266125 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -46565736.000000 Penalty: 15322.885742
	Iteration 16Q: 3 clusters Score -4.656574e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266547 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -46565836.000000 Penalty: 15322.885742
	Iteration 17Q: 3 clusters Score -4.656584e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266858 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -46565880.000000 Penalty: 15322.885742
	Iteration 18Q: 3 clusters Score -4.656588e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267091 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -46565928.000000 Penalty: 15322.885742
	Iteration 19Q: 3 clusters Score -4.656593e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267277 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -46566108.000000 Penalty: 15322.885742
	Iteration 20F: 3 clusters Score -4.656611e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267408 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -46566204.000000 Penalty: 15322.885742
	Iteration 21Q: 3 clusters Score -4.65662e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267500 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -46566176.000000 Penalty: 15322.885742
	Iteration 22Q: 3 clusters Score -4.656618e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267580 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -46566224.000000 Penalty: 15322.885742
	Iteration 23Q: 3 clusters Score -4.656622e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267639 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -46566240.000000 Penalty: 15322.885742
	Iteration 24Q: 3 clusters Score -4.656624e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267688 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -46566276.000000 Penalty: 15322.885742
	Iteration 25Q: 3 clusters Score -4.656628e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267736 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -46566356.000000 Penalty: 15322.885742
	Iteration 26Q: 3 clusters Score -4.656636e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267779 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -46566420.000000 Penalty: 15322.885742
	Iteration 27Q: 3 clusters Score -4.656642e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267804 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -46566408.000000 Penalty: 15322.885742
	Iteration 28Q: 3 clusters Score -4.656641e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267823 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -46566408.000000 Penalty: 15322.885742
	Iteration 29Q: 3 clusters Score -4.656641e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267836 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -46566384.000000 Penalty: 15322.885742
	Iteration 30Q: 3 clusters Score -4.656638e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267847 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -46566404.000000 Penalty: 15322.885742
	Iteration 31Q: 3 clusters Score -4.65664e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267860 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -46566400.000000 Penalty: 15322.885742
	Iteration 32Q: 3 clusters Score -4.65664e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267872 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -46566416.000000 Penalty: 15322.885742
	Iteration 33Q: 3 clusters Score -4.656642e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267883 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -46566396.000000 Penalty: 15322.885742
	Iteration 34Q: 3 clusters Score -4.65664e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267889 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -46566344.000000 Penalty: 15322.885742
	Iteration 35Q: 3 clusters Score -4.656634e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267900 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -46566376.000000 Penalty: 15322.885742
	Iteration 36Q: 3 clusters Score -4.656638e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267906 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -46566388.000000 Penalty: 15322.885742
	Iteration 37Q: 3 clusters Score -4.656639e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267915 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -46566384.000000 Penalty: 15322.885742
	Iteration 38Q: 3 clusters Score -4.656638e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267920 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -46566412.000000 Penalty: 15322.885742
	Iteration 39Q: 3 clusters Score -4.656641e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267925 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -46566376.000000 Penalty: 15322.885742
	Iteration 40F: 3 clusters Score -4.656638e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267928 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -46566380.000000 Penalty: 15322.885742
	Iteration 41Q: 3 clusters Score -4.656638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267928 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -46566388.000000 Penalty: 15322.885742
	Iteration 42Q: 3 clusters Score -4.656639e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267931 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -46566396.000000 Penalty: 15322.885742
	Iteration 43Q: 3 clusters Score -4.65664e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267931 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -46566396.000000 Penalty: 15322.885742
	Iteration 44Q: 3 clusters Score -4.65664e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267931 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -46566396.000000 Penalty: 15322.885742
	Iteration 45F: 3 clusters Score -4.65664e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Entering Unmasked Estep 
Score: -2137293.750000 Penalty: 5763.832031
	Iteration 0F: 2 clusters Score -2137294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -2125675.250000 Penalty: 11527.664062
	Iteration 0F: 3 clusters Score -2125675 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -2128315.000000 Penalty: 11527.664062
	Iteration 1F: 3 clusters Score -2128315 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -2128742.500000 Penalty: 11527.664062
	Iteration 2F: 3 clusters Score -2128742 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -2129013.000000 Penalty: 11527.664062
	Iteration 3Q: 3 clusters Score -2129013 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -2129190.250000 Penalty: 11527.664062
	Iteration 4Q: 3 clusters Score -2129190 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -2129309.000000 Penalty: 11527.664062
	Iteration 5Q: 3 clusters Score -2129309 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -2129400.000000 Penalty: 11527.664062
	Iteration 6Q: 3 clusters Score -2129400 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -2129456.000000 Penalty: 11527.664062
	Iteration 7Q: 3 clusters Score -2129456 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -2129495.250000 Penalty: 11527.664062
	Iteration 8Q: 3 clusters Score -2129495 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -2129543.750000 Penalty: 11527.664062
	Iteration 9Q: 3 clusters Score -2129544 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -2129581.750000 Penalty: 11527.664062
	Iteration 10Q: 3 clusters Score -2129582 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -2129602.750000 Penalty: 11527.664062
	Iteration 11Q: 3 clusters Score -2129603 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -2129621.750000 Penalty: 11527.664062
	Iteration 12Q: 3 clusters Score -2129622 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -2129641.750000 Penalty: 11527.664062
	Iteration 13Q: 3 clusters Score -2129642 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -2129658.750000 Penalty: 11527.664062
	Iteration 14Q: 3 clusters Score -2129659 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -2129671.750000 Penalty: 11527.664062
	Iteration 15Q: 3 clusters Score -2129672 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -2129685.750000 Penalty: 11527.664062
	Iteration 16Q: 3 clusters Score -2129686 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -2129701.500000 Penalty: 11527.664062
	Iteration 17Q: 3 clusters Score -2129702 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -2129717.000000 Penalty: 11527.664062
	Iteration 18Q: 3 clusters Score -2129717 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -2129723.000000 Penalty: 11527.664062
	Iteration 19Q: 3 clusters Score -2129723 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -2129737.500000 Penalty: 11527.664062
	Iteration 20F: 3 clusters Score -2129738 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -2129750.750000 Penalty: 11527.664062
	Iteration 21Q: 3 clusters Score -2129751 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -2129756.250000 Penalty: 11527.664062
	Iteration 22Q: 3 clusters Score -2129756 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -2129765.500000 Penalty: 11527.664062
	Iteration 23Q: 3 clusters Score -2129766 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -2129776.750000 Penalty: 11527.664062
	Iteration 24Q: 3 clusters Score -2129777 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -2129784.000000 Penalty: 11527.664062
	Iteration 25Q: 3 clusters Score -2129784 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -2129795.500000 Penalty: 11527.664062
	Iteration 26Q: 3 clusters Score -2129796 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -2129804.250000 Penalty: 11527.664062
	Iteration 27Q: 3 clusters Score -2129804 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -2129818.500000 Penalty: 11527.664062
	Iteration 28Q: 3 clusters Score -2129818 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -2129823.250000 Penalty: 11527.664062
	Iteration 29Q: 3 clusters Score -2129823 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -2129828.250000 Penalty: 11527.664062
	Iteration 30Q: 3 clusters Score -2129828 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -2129830.250000 Penalty: 11527.664062
	Iteration 31Q: 3 clusters Score -2129830 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -2129836.250000 Penalty: 11527.664062
	Iteration 32Q: 3 clusters Score -2129836 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -2129844.250000 Penalty: 11527.664062
	Iteration 33Q: 3 clusters Score -2129844 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -2129849.750000 Penalty: 11527.664062
	Iteration 34Q: 3 clusters Score -2129850 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -2129847.500000 Penalty: 11527.664062
	Iteration 35Q: 3 clusters Score -2129848 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -2129861.250000 Penalty: 11527.664062
	Iteration 36Q: 3 clusters Score -2129861 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -2129873.250000 Penalty: 11527.664062
	Iteration 37Q: 3 clusters Score -2129873 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -2129892.250000 Penalty: 11527.664062
	Iteration 38Q: 3 clusters Score -2129892 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -2129899.500000 Penalty: 11527.664062
	Iteration 39Q: 3 clusters Score -2129900 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -2129911.250000 Penalty: 11527.664062
	Iteration 40F: 3 clusters Score -2129911 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -2129926.000000 Penalty: 11527.664062
	Iteration 41Q: 3 clusters Score -2129926 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -2129948.000000 Penalty: 11527.664062
	Iteration 42Q: 3 clusters Score -2129948 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -2129961.250000 Penalty: 11527.664062
	Iteration 43Q: 3 clusters Score -2129961 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -2129973.500000 Penalty: 11527.664062
	Iteration 44Q: 3 clusters Score -2129974 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -2129993.250000 Penalty: 11527.664062
	Iteration 45Q: 3 clusters Score -2129993 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -2130006.250000 Penalty: 11527.664062
	Iteration 46Q: 3 clusters Score -2130006 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -2130019.250000 Penalty: 11527.664062
	Iteration 47Q: 3 clusters Score -2130019 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -2130040.250000 Penalty: 11527.664062
	Iteration 48Q: 3 clusters Score -2130040 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -2130059.250000 Penalty: 11527.664062
	Iteration 49Q: 3 clusters Score -2130059 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -2130074.750000 Penalty: 11527.664062
	Iteration 50Q: 3 clusters Score -2130075 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -2130092.250000 Penalty: 11527.664062
	Iteration 51Q: 3 clusters Score -2130092 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -2130104.500000 Penalty: 11527.664062
	Iteration 52Q: 3 clusters Score -2130104 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -2130131.750000 Penalty: 11527.664062
	Iteration 53Q: 3 clusters Score -2130132 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -2130159.500000 Penalty: 11527.664062
	Iteration 54Q: 3 clusters Score -2130160 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -2130171.500000 Penalty: 11527.664062
	Iteration 55Q: 3 clusters Score -2130172 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -2130193.250000 Penalty: 11527.664062
	Iteration 56Q: 3 clusters Score -2130193 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -2130221.500000 Penalty: 11527.664062
	Iteration 57Q: 3 clusters Score -2130222 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -2130249.000000 Penalty: 11527.664062
	Iteration 58Q: 3 clusters Score -2130249 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -2130278.250000 Penalty: 11527.664062
	Iteration 59Q: 3 clusters Score -2130278 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -2130291.750000 Penalty: 11527.664062
	Iteration 60F: 3 clusters Score -2130292 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -2130318.500000 Penalty: 11527.664062
	Iteration 61Q: 3 clusters Score -2130318 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -2130350.500000 Penalty: 11527.664062
	Iteration 62Q: 3 clusters Score -2130350 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -2130380.500000 Penalty: 11527.664062
	Iteration 63Q: 3 clusters Score -2130380 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -2130413.750000 Penalty: 11527.664062
	Iteration 64Q: 3 clusters Score -2130414 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -2130446.000000 Penalty: 11527.664062
	Iteration 65Q: 3 clusters Score -2130446 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -2130497.500000 Penalty: 11527.664062
	Iteration 66Q: 3 clusters Score -2130498 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -2130540.750000 Penalty: 11527.664062
	Iteration 67Q: 3 clusters Score -2130541 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -2130598.000000 Penalty: 11527.664062
	Iteration 68Q: 3 clusters Score -2130598 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -2130661.250000 Penalty: 11527.664062
	Iteration 69Q: 3 clusters Score -2130661 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -2130706.500000 Penalty: 11527.664062
	Iteration 70Q: 3 clusters Score -2130706 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -2130763.250000 Penalty: 11527.664062
	Iteration 71Q: 3 clusters Score -2130763 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -2130811.250000 Penalty: 11527.664062
	Iteration 72Q: 3 clusters Score -2130811 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -2130864.750000 Penalty: 11527.664062
	Iteration 73Q: 3 clusters Score -2130865 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -2130930.000000 Penalty: 11527.664062
	Iteration 74Q: 3 clusters Score -2130930 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -2130978.750000 Penalty: 11527.664062
	Iteration 75Q: 3 clusters Score -2130979 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -2131043.250000 Penalty: 11527.664062
	Iteration 76Q: 3 clusters Score -2131043 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -2131113.750000 Penalty: 11527.664062
	Iteration 77Q: 3 clusters Score -2131114 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -2131184.500000 Penalty: 11527.664062
	Iteration 78Q: 3 clusters Score -2131184 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -2131277.500000 Penalty: 11527.664062
	Iteration 79Q: 3 clusters Score -2131278 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -2131382.000000 Penalty: 11527.664062
	Iteration 80F: 3 clusters Score -2131382 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -2131485.000000 Penalty: 11527.664062
	Iteration 81Q: 3 clusters Score -2131485 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -2131576.500000 Penalty: 11527.664062
	Iteration 82Q: 3 clusters Score -2131576 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -2131644.000000 Penalty: 11527.664062
	Iteration 83Q: 3 clusters Score -2131644 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -2131709.000000 Penalty: 11527.664062
	Iteration 84Q: 3 clusters Score -2131709 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -2131747.250000 Penalty: 11527.664062
	Iteration 85Q: 3 clusters Score -2131747 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -2131782.250000 Penalty: 11527.664062
	Iteration 86Q: 3 clusters Score -2131782 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -2131822.500000 Penalty: 11527.664062
	Iteration 87Q: 3 clusters Score -2131822 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -2131856.500000 Penalty: 11527.664062
	Iteration 88Q: 3 clusters Score -2131856 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -2131880.500000 Penalty: 11527.664062
	Iteration 89Q: 3 clusters Score -2131880 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -2131896.750000 Penalty: 11527.664062
	Iteration 90Q: 3 clusters Score -2131897 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -2131921.250000 Penalty: 11527.664062
	Iteration 91Q: 3 clusters Score -2131921 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -2131948.500000 Penalty: 11527.664062
	Iteration 92Q: 3 clusters Score -2131948 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -2131971.750000 Penalty: 11527.664062
	Iteration 93Q: 3 clusters Score -2131972 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -2131987.500000 Penalty: 11527.664062
	Iteration 94Q: 3 clusters Score -2131988 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -2132008.500000 Penalty: 11527.664062
	Iteration 95Q: 3 clusters Score -2132008 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -2132017.500000 Penalty: 11527.664062
	Iteration 96Q: 3 clusters Score -2132018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -2132029.500000 Penalty: 11527.664062
	Iteration 97Q: 3 clusters Score -2132030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -2132040.750000 Penalty: 11527.664062
	Iteration 98Q: 3 clusters Score -2132041 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -2132052.500000 Penalty: 11527.664062
	Iteration 99Q: 3 clusters Score -2132052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -2132064.000000 Penalty: 11527.664062
	Iteration 100F: 3 clusters Score -2132064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -2132073.750000 Penalty: 11527.664062
	Iteration 101Q: 3 clusters Score -2132074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -2132079.250000 Penalty: 11527.664062
	Iteration 102Q: 3 clusters Score -2132079 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -2132092.500000 Penalty: 11527.664062
	Iteration 103Q: 3 clusters Score -2132092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -2132104.500000 Penalty: 11527.664062
	Iteration 104Q: 3 clusters Score -2132104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -2132114.000000 Penalty: 11527.664062
	Iteration 105Q: 3 clusters Score -2132114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -2132123.750000 Penalty: 11527.664062
	Iteration 106Q: 3 clusters Score -2132124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -2132122.500000 Penalty: 11527.664062
	Iteration 107Q: 3 clusters Score -2132122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -2132124.000000 Penalty: 11527.664062
	Iteration 108Q: 3 clusters Score -2132124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -2132129.500000 Penalty: 11527.664062
	Iteration 109Q: 3 clusters Score -2132130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -2132133.000000 Penalty: 11527.664062
	Iteration 110Q: 3 clusters Score -2132133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -2132135.250000 Penalty: 11527.664062
	Iteration 111Q: 3 clusters Score -2132135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -2132139.500000 Penalty: 11527.664062
	Iteration 112Q: 3 clusters Score -2132140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -2132144.250000 Penalty: 11527.664062
	Iteration 113Q: 3 clusters Score -2132144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -2132143.250000 Penalty: 11527.664062
	Iteration 114Q: 3 clusters Score -2132143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -2132149.500000 Penalty: 11527.664062
	Iteration 115Q: 3 clusters Score -2132150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -2132151.500000 Penalty: 11527.664062
	Iteration 116Q: 3 clusters Score -2132152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -2132153.000000 Penalty: 11527.664062
	Iteration 117Q: 3 clusters Score -2132153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -2132154.250000 Penalty: 11527.664062
	Iteration 118Q: 3 clusters Score -2132154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -2132155.750000 Penalty: 11527.664062
	Iteration 119Q: 3 clusters Score -2132156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -2132157.250000 Penalty: 11527.664062
	Iteration 120F: 3 clusters Score -2132157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42985 members 
Entering Unmasked Estep 
Score: -7475135.000000 Penalty: 6534.521484
	Iteration 0F: 2 clusters Score -7475135 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -7443892.500000 Penalty: 13069.042969
	Iteration 0F: 3 clusters Score -7443892 nChanged 18746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -7453792.500000 Penalty: 13069.042969
	Iteration 1F: 3 clusters Score -7453792 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -7454641.000000 Penalty: 13069.042969
	Iteration 2F: 3 clusters Score -7454641 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -7455343.500000 Penalty: 13069.042969
	Iteration 3Q: 3 clusters Score -7455344 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -7456062.000000 Penalty: 13069.042969
	Iteration 4Q: 3 clusters Score -7456062 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -7456894.500000 Penalty: 13069.042969
	Iteration 5Q: 3 clusters Score -7456894 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -7457983.500000 Penalty: 13069.042969
	Iteration 6Q: 3 clusters Score -7457984 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26192 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -7459357.000000 Penalty: 13069.042969
	Iteration 7F: 3 clusters Score -7459357 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27985 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -7461209.000000 Penalty: 13069.042969
	Iteration 8F: 3 clusters Score -7461209 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30072 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -7463209.500000 Penalty: 13069.042969
	Iteration 9F: 3 clusters Score -7463210 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -7465207.000000 Penalty: 13069.042969
	Iteration 10F: 3 clusters Score -7465207 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34029 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -7466876.500000 Penalty: 13069.042969
	Iteration 11F: 3 clusters Score -7466876 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35505 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -7468085.500000 Penalty: 13069.042969
	Iteration 12Q: 3 clusters Score -7468086 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36573 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -7468897.500000 Penalty: 13069.042969
	Iteration 13Q: 3 clusters Score -7468898 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37377 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -7469392.500000 Penalty: 13069.042969
	Iteration 14Q: 3 clusters Score -7469392 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37981 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -7469803.000000 Penalty: 13069.042969
	Iteration 15Q: 3 clusters Score -7469803 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38456 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -7470096.500000 Penalty: 13069.042969
	Iteration 16Q: 3 clusters Score -7470096 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38799 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -7470347.500000 Penalty: 13069.042969
	Iteration 17Q: 3 clusters Score -7470348 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39064 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -7470561.500000 Penalty: 13069.042969
	Iteration 18Q: 3 clusters Score -7470562 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39258 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -7470685.000000 Penalty: 13069.042969
	Iteration 19Q: 3 clusters Score -7470685 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39406 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -7470776.000000 Penalty: 13069.042969
	Iteration 20F: 3 clusters Score -7470776 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39517 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -7470829.500000 Penalty: 13069.042969
	Iteration 21Q: 3 clusters Score -7470830 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39605 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -7470860.500000 Penalty: 13069.042969
	Iteration 22Q: 3 clusters Score -7470860 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39667 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -7470895.000000 Penalty: 13069.042969
	Iteration 23Q: 3 clusters Score -7470895 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39710 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -7470926.000000 Penalty: 13069.042969
	Iteration 24Q: 3 clusters Score -7470926 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39739 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -7470942.000000 Penalty: 13069.042969
	Iteration 25Q: 3 clusters Score -7470942 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39760 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -7470972.000000 Penalty: 13069.042969
	Iteration 26Q: 3 clusters Score -7470972 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39786 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -7470959.500000 Penalty: 13069.042969
	Iteration 27Q: 3 clusters Score -7470960 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39805 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -7470974.000000 Penalty: 13069.042969
	Iteration 28Q: 3 clusters Score -7470974 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39828 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -7470982.000000 Penalty: 13069.042969
	Iteration 29Q: 3 clusters Score -7470982 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39846 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -7470972.500000 Penalty: 13069.042969
	Iteration 30Q: 3 clusters Score -7470972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39861 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -7470979.500000 Penalty: 13069.042969
	Iteration 31Q: 3 clusters Score -7470980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39869 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -7470990.500000 Penalty: 13069.042969
	Iteration 32Q: 3 clusters Score -7470990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39878 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -7470981.000000 Penalty: 13069.042969
	Iteration 33Q: 3 clusters Score -7470981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39885 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -7470994.000000 Penalty: 13069.042969
	Iteration 34Q: 3 clusters Score -7470994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39890 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -7470996.500000 Penalty: 13069.042969
	Iteration 35Q: 3 clusters Score -7470996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39896 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -7470990.500000 Penalty: 13069.042969
	Iteration 36Q: 3 clusters Score -7470990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39902 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -7470992.000000 Penalty: 13069.042969
	Iteration 37Q: 3 clusters Score -7470992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39906 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -7470994.500000 Penalty: 13069.042969
	Iteration 38Q: 3 clusters Score -7470994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39914 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -7470998.500000 Penalty: 13069.042969
	Iteration 39Q: 3 clusters Score -7470998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39922 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -7470999.500000 Penalty: 13069.042969
	Iteration 40F: 3 clusters Score -7471000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39929 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -7471007.500000 Penalty: 13069.042969
	Iteration 41Q: 3 clusters Score -7471008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39935 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -7471009.500000 Penalty: 13069.042969
	Iteration 42Q: 3 clusters Score -7471010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39936 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -7471008.500000 Penalty: 13069.042969
	Iteration 43Q: 3 clusters Score -7471008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39940 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -7471005.500000 Penalty: 13069.042969
	Iteration 44Q: 3 clusters Score -7471006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39946 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -7471001.500000 Penalty: 13069.042969
	Iteration 45Q: 3 clusters Score -7471002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39946 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -7471003.000000 Penalty: 13069.042969
	Iteration 46Q: 3 clusters Score -7471003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39947 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -7471006.500000 Penalty: 13069.042969
	Iteration 47Q: 3 clusters Score -7471006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39948 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -7471009.500000 Penalty: 13069.042969
	Iteration 48Q: 3 clusters Score -7471010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39948 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -7471005.500000 Penalty: 13069.042969
	Iteration 49Q: 3 clusters Score -7471006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39948 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -7471000.500000 Penalty: 13069.042969
	Iteration 50Q: 3 clusters Score -7471000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39948 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -7471005.000000 Penalty: 13069.042969
	Iteration 51Q: 3 clusters Score -7471005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39950 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -7471006.500000 Penalty: 13069.042969
	Iteration 52Q: 3 clusters Score -7471006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39952 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -7471001.500000 Penalty: 13069.042969
	Iteration 53Q: 3 clusters Score -7471002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39953 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -7471003.500000 Penalty: 13069.042969
	Iteration 54Q: 3 clusters Score -7471004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39954 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -7471003.000000 Penalty: 13069.042969
	Iteration 55Q: 3 clusters Score -7471003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39954 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -7471003.000000 Penalty: 13069.042969
	Iteration 56F: 3 clusters Score -7471003 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Entering Unmasked Estep 
Score: -113941.695312 Penalty: 4082.731201
	Iteration 0F: 2 clusters Score -113941.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -110190.031250 Penalty: 8165.462402
	Iteration 0F: 3 clusters Score -110190 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -110529.328125 Penalty: 8165.462402
	Iteration 1F: 3 clusters Score -110529.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -110638.632812 Penalty: 8165.462402
	Iteration 2Q: 3 clusters Score -110638.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -110702.648438 Penalty: 8165.462402
	Iteration 3Q: 3 clusters Score -110702.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -110733.320312 Penalty: 8165.462402
	Iteration 4Q: 3 clusters Score -110733.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -110755.445312 Penalty: 8165.462402
	Iteration 5Q: 3 clusters Score -110755.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -110795.210938 Penalty: 8165.462402
	Iteration 6Q: 3 clusters Score -110795.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -110808.703125 Penalty: 8165.462402
	Iteration 7Q: 3 clusters Score -110808.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -110818.585938 Penalty: 8165.462402
	Iteration 8Q: 3 clusters Score -110818.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -110826.757812 Penalty: 8165.462402
	Iteration 9Q: 3 clusters Score -110826.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -110836.273438 Penalty: 8165.462402
	Iteration 10Q: 3 clusters Score -110836.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -110844.687500 Penalty: 8165.462402
	Iteration 11Q: 3 clusters Score -110844.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -110848.546875 Penalty: 8165.462402
	Iteration 12Q: 3 clusters Score -110848.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -110848.546875 Penalty: 8165.462402
	Iteration 13F: 3 clusters Score -110848.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (32861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32861 members 
Entering Unmasked Estep 
Score: -5413500.000000 Penalty: 6370.025391
	Iteration 0F: 2 clusters Score -5413500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -5388812.000000 Penalty: 12740.050781
	Iteration 0F: 3 clusters Score -5388812 nChanged 13977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -5396028.500000 Penalty: 12740.050781
	Iteration 1F: 3 clusters Score -5396028 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -5396787.000000 Penalty: 12740.050781
	Iteration 2F: 3 clusters Score -5396787 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -5397338.000000 Penalty: 12740.050781
	Iteration 3Q: 3 clusters Score -5397338 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -5397757.000000 Penalty: 12740.050781
	Iteration 4Q: 3 clusters Score -5397757 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -5398171.000000 Penalty: 12740.050781
	Iteration 5Q: 3 clusters Score -5398171 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -5398553.500000 Penalty: 12740.050781
	Iteration 6Q: 3 clusters Score -5398554 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -5398916.500000 Penalty: 12740.050781
	Iteration 7Q: 3 clusters Score -5398916 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -5399353.500000 Penalty: 12740.050781
	Iteration 8Q: 3 clusters Score -5399354 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -5399767.500000 Penalty: 12740.050781
	Iteration 9Q: 3 clusters Score -5399768 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -5400164.500000 Penalty: 12740.050781
	Iteration 10Q: 3 clusters Score -5400164 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -5400588.500000 Penalty: 12740.050781
	Iteration 11Q: 3 clusters Score -5400588 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -5401033.000000 Penalty: 12740.050781
	Iteration 12Q: 3 clusters Score -5401033 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -5401589.000000 Penalty: 12740.050781
	Iteration 13Q: 3 clusters Score -5401589 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -5402177.000000 Penalty: 12740.050781
	Iteration 14Q: 3 clusters Score -5402177 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -5402871.500000 Penalty: 12740.050781
	Iteration 15Q: 3 clusters Score -5402872 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -5403682.500000 Penalty: 12740.050781
	Iteration 16Q: 3 clusters Score -5403682 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -5404504.000000 Penalty: 12740.050781
	Iteration 17Q: 3 clusters Score -5404504 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -5405438.500000 Penalty: 12740.050781
	Iteration 18Q: 3 clusters Score -5405438 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 27240 members 
Entering Unmasked Estep 
Score: -5406277.500000 Penalty: 12740.050781
	Iteration 19Q: 3 clusters Score -5406278 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 28226 members 
Entering Unmasked Estep 
Score: -5406995.500000 Penalty: 12740.050781
	Iteration 20F: 3 clusters Score -5406996 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 29028 members 
Entering Unmasked Estep 
Score: -5407582.000000 Penalty: 12740.050781
	Iteration 21Q: 3 clusters Score -5407582 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 29626 members 
Entering Unmasked Estep 
Score: -5408034.000000 Penalty: 12740.050781
	Iteration 22Q: 3 clusters Score -5408034 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 30055 members 
Entering Unmasked Estep 
Score: -5408323.000000 Penalty: 12740.050781
	Iteration 23Q: 3 clusters Score -5408323 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 30350 members 
Entering Unmasked Estep 
Score: -5408522.500000 Penalty: 12740.050781
	Iteration 24Q: 3 clusters Score -5408522 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 30589 members 
Entering Unmasked Estep 
Score: -5408687.000000 Penalty: 12740.050781
	Iteration 25Q: 3 clusters Score -5408687 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 30764 members 
Entering Unmasked Estep 
Score: -5408813.000000 Penalty: 12740.050781
	Iteration 26Q: 3 clusters Score -5408813 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 30893 members 
Entering Unmasked Estep 
Score: -5408894.000000 Penalty: 12740.050781
	Iteration 27Q: 3 clusters Score -5408894 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 31009 members 
Entering Unmasked Estep 
Score: -5408977.000000 Penalty: 12740.050781
	Iteration 28Q: 3 clusters Score -5408977 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 31080 members 
Entering Unmasked Estep 
Score: -5409008.500000 Penalty: 12740.050781
	Iteration 29Q: 3 clusters Score -5409008 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 31132 members 
Entering Unmasked Estep 
Score: -5409038.500000 Penalty: 12740.050781
	Iteration 30Q: 3 clusters Score -5409038 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 31174 members 
Entering Unmasked Estep 
Score: -5409080.500000 Penalty: 12740.050781
	Iteration 31Q: 3 clusters Score -5409080 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 31203 members 
Entering Unmasked Estep 
Score: -5409105.000000 Penalty: 12740.050781
	Iteration 32Q: 3 clusters Score -5409105 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 31227 members 
Entering Unmasked Estep 
Score: -5409111.500000 Penalty: 12740.050781
	Iteration 33Q: 3 clusters Score -5409112 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 31246 members 
Entering Unmasked Estep 
Score: -5409115.000000 Penalty: 12740.050781
	Iteration 34Q: 3 clusters Score -5409115 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 31267 members 
Entering Unmasked Estep 
Score: -5409142.500000 Penalty: 12740.050781
	Iteration 35Q: 3 clusters Score -5409142 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 31289 members 
Entering Unmasked Estep 
Score: -5409147.500000 Penalty: 12740.050781
	Iteration 36Q: 3 clusters Score -5409148 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 31309 members 
Entering Unmasked Estep 
Score: -5409154.500000 Penalty: 12740.050781
	Iteration 37Q: 3 clusters Score -5409154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 31320 members 
Entering Unmasked Estep 
Score: -5409152.000000 Penalty: 12740.050781
	Iteration 38Q: 3 clusters Score -5409152 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 31334 members 
Entering Unmasked Estep 
Score: -5409161.000000 Penalty: 12740.050781
	Iteration 39Q: 3 clusters Score -5409161 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 31344 members 
Entering Unmasked Estep 
Score: -5409166.000000 Penalty: 12740.050781
	Iteration 40F: 3 clusters Score -5409166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 31349 members 
Entering Unmasked Estep 
Score: -5409169.500000 Penalty: 12740.050781
	Iteration 41Q: 3 clusters Score -5409170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 31355 members 
Entering Unmasked Estep 
Score: -5409179.000000 Penalty: 12740.050781
	Iteration 42Q: 3 clusters Score -5409179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 31359 members 
Entering Unmasked Estep 
Score: -5409190.000000 Penalty: 12740.050781
	Iteration 43Q: 3 clusters Score -5409190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 31367 members 
Entering Unmasked Estep 
Score: -5409192.500000 Penalty: 12740.050781
	Iteration 44Q: 3 clusters Score -5409192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 31373 members 
Entering Unmasked Estep 
Score: -5409191.500000 Penalty: 12740.050781
	Iteration 45Q: 3 clusters Score -5409192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 31377 members 
Entering Unmasked Estep 
Score: -5409193.500000 Penalty: 12740.050781
	Iteration 46Q: 3 clusters Score -5409194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 31377 members 
Entering Unmasked Estep 
Score: -5409193.500000 Penalty: 12740.050781
	Iteration 47F: 3 clusters Score -5409194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Entering Unmasked Estep 
Score: -175553.953125 Penalty: 4322.962402
	Iteration 0F: 2 clusters Score -175554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -171350.703125 Penalty: 8645.924805
	Iteration 0F: 3 clusters Score -171350.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -171908.140625 Penalty: 8645.924805
	Iteration 1F: 3 clusters Score -171908.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -172373.046875 Penalty: 8645.924805
	Iteration 2F: 3 clusters Score -172373 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -172961.421875 Penalty: 8645.924805
	Iteration 3F: 3 clusters Score -172961.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -173561.218750 Penalty: 8645.924805
	Iteration 4F: 3 clusters Score -173561.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -173915.171875 Penalty: 8645.924805
	Iteration 5F: 3 clusters Score -173915.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -174151.234375 Penalty: 8645.924805
	Iteration 6F: 3 clusters Score -174151.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -174336.593750 Penalty: 8645.924805
	Iteration 7Q: 3 clusters Score -174336.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -174518.703125 Penalty: 8645.924805
	Iteration 8Q: 3 clusters Score -174518.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -174645.109375 Penalty: 8645.924805
	Iteration 9Q: 3 clusters Score -174645.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -174708.062500 Penalty: 8645.924805
	Iteration 10Q: 3 clusters Score -174708.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -174743.453125 Penalty: 8645.924805
	Iteration 11Q: 3 clusters Score -174743.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -174773.593750 Penalty: 8645.924805
	Iteration 12Q: 3 clusters Score -174773.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -174790.468750 Penalty: 8645.924805
	Iteration 13Q: 3 clusters Score -174790.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -174796.265625 Penalty: 8645.924805
	Iteration 14Q: 3 clusters Score -174796.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -174802.937500 Penalty: 8645.924805
	Iteration 15Q: 3 clusters Score -174802.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -174809.187500 Penalty: 8645.924805
	Iteration 16Q: 3 clusters Score -174809.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -174819.781250 Penalty: 8645.924805
	Iteration 17Q: 3 clusters Score -174819.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -174837.343750 Penalty: 8645.924805
	Iteration 18Q: 3 clusters Score -174837.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -174841.015625 Penalty: 8645.924805
	Iteration 19F: 3 clusters Score -174841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -174853.750000 Penalty: 8645.924805
	Iteration 20F: 3 clusters Score -174853.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -174862.718750 Penalty: 8645.924805
	Iteration 21Q: 3 clusters Score -174862.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -174890.546875 Penalty: 8645.924805
	Iteration 22Q: 3 clusters Score -174890.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -175019.468750 Penalty: 8645.924805
	Iteration 23Q: 3 clusters Score -175019.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -175267.484375 Penalty: 8645.924805
	Iteration 24Q: 3 clusters Score -175267.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -175405.484375 Penalty: 8645.924805
	Iteration 25Q: 3 clusters Score -175405.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -175422.218750 Penalty: 8645.924805
	Iteration 26Q: 3 clusters Score -175422.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -175431.609375 Penalty: 8645.924805
	Iteration 27Q: 3 clusters Score -175431.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -175433.687500 Penalty: 8645.924805
	Iteration 28Q: 3 clusters Score -175433.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -175433.687500 Penalty: 8645.924805
	Iteration 29F: 3 clusters Score -175433.7 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: -1455297.500000 Penalty: 5564.911621
	Iteration 0F: 2 clusters Score -1455298 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 4487 members 
Entering Unmasked Estep 
Score: -1445808.125000 Penalty: 11129.823242
	Iteration 0F: 3 clusters Score -1445808 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1447770.250000 Penalty: 11129.823242
	Iteration 1F: 3 clusters Score -1447770 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1448423.125000 Penalty: 11129.823242
	Iteration 2F: 3 clusters Score -1448423 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1448876.875000 Penalty: 11129.823242
	Iteration 3F: 3 clusters Score -1448877 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1449263.875000 Penalty: 11129.823242
	Iteration 4F: 3 clusters Score -1449264 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1449585.750000 Penalty: 11129.823242
	Iteration 5Q: 3 clusters Score -1449586 nChanged 366
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: -1449857.875000 Penalty: 11129.823242
	Iteration 6Q: 3 clusters Score -1449858 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1450085.125000 Penalty: 11129.823242
	Iteration 7Q: 3 clusters Score -1450085 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1450267.375000 Penalty: 11129.823242
	Iteration 8Q: 3 clusters Score -1450267 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1450426.625000 Penalty: 11129.823242
	Iteration 9Q: 3 clusters Score -1450427 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1450557.750000 Penalty: 11129.823242
	Iteration 10Q: 3 clusters Score -1450558 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1450664.125000 Penalty: 11129.823242
	Iteration 11Q: 3 clusters Score -1450664 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1450756.500000 Penalty: 11129.823242
	Iteration 12Q: 3 clusters Score -1450756 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1450832.625000 Penalty: 11129.823242
	Iteration 13Q: 3 clusters Score -1450833 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1450901.750000 Penalty: 11129.823242
	Iteration 14Q: 3 clusters Score -1450902 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1450977.625000 Penalty: 11129.823242
	Iteration 15Q: 3 clusters Score -1450978 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1451035.250000 Penalty: 11129.823242
	Iteration 16Q: 3 clusters Score -1451035 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1451082.375000 Penalty: 11129.823242
	Iteration 17Q: 3 clusters Score -1451082 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1451126.875000 Penalty: 11129.823242
	Iteration 18Q: 3 clusters Score -1451127 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1451150.250000 Penalty: 11129.823242
	Iteration 19Q: 3 clusters Score -1451150 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1451171.750000 Penalty: 11129.823242
	Iteration 20F: 3 clusters Score -1451172 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1451188.125000 Penalty: 11129.823242
	Iteration 21Q: 3 clusters Score -1451188 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1451208.875000 Penalty: 11129.823242
	Iteration 22Q: 3 clusters Score -1451209 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1451221.375000 Penalty: 11129.823242
	Iteration 23Q: 3 clusters Score -1451221 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1451233.250000 Penalty: 11129.823242
	Iteration 24Q: 3 clusters Score -1451233 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1451236.500000 Penalty: 11129.823242
	Iteration 25Q: 3 clusters Score -1451236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1451255.125000 Penalty: 11129.823242
	Iteration 26Q: 3 clusters Score -1451255 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1451265.500000 Penalty: 11129.823242
	Iteration 27Q: 3 clusters Score -1451266 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1451274.625000 Penalty: 11129.823242
	Iteration 28Q: 3 clusters Score -1451275 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1451285.125000 Penalty: 11129.823242
	Iteration 29Q: 3 clusters Score -1451285 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1451297.875000 Penalty: 11129.823242
	Iteration 30Q: 3 clusters Score -1451298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1451304.250000 Penalty: 11129.823242
	Iteration 31Q: 3 clusters Score -1451304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1451307.750000 Penalty: 11129.823242
	Iteration 32Q: 3 clusters Score -1451308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1451309.750000 Penalty: 11129.823242
	Iteration 33Q: 3 clusters Score -1451310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1451310.875000 Penalty: 11129.823242
	Iteration 34Q: 3 clusters Score -1451311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1451316.000000 Penalty: 11129.823242
	Iteration 35Q: 3 clusters Score -1451316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1451313.875000 Penalty: 11129.823242
	Iteration 36Q: 3 clusters Score -1451314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1451317.125000 Penalty: 11129.823242
	Iteration 37Q: 3 clusters Score -1451317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1451318.625000 Penalty: 11129.823242
	Iteration 38Q: 3 clusters Score -1451319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1451319.375000 Penalty: 11129.823242
	Iteration 39Q: 3 clusters Score -1451319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1451323.125000 Penalty: 11129.823242
	Iteration 40F: 3 clusters Score -1451323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1451320.500000 Penalty: 11129.823242
	Iteration 41Q: 3 clusters Score -1451320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1451323.375000 Penalty: 11129.823242
	Iteration 42Q: 3 clusters Score -1451323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1451323.250000 Penalty: 11129.823242
	Iteration 43Q: 3 clusters Score -1451323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1451327.250000 Penalty: 11129.823242
	Iteration 44Q: 3 clusters Score -1451327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1451327.000000 Penalty: 11129.823242
	Iteration 45Q: 3 clusters Score -1451327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1451326.625000 Penalty: 11129.823242
	Iteration 46Q: 3 clusters Score -1451327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1451328.625000 Penalty: 11129.823242
	Iteration 47Q: 3 clusters Score -1451329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1451328.625000 Penalty: 11129.823242
	Iteration 48F: 3 clusters Score -1451329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (46826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46826 members 
Entering Unmasked Estep 
Score: -8079798.000000 Penalty: 6586.943848
	Iteration 0F: 2 clusters Score -8079798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 23311 members 
Entering Unmasked Estep 
Score: -8046212.500000 Penalty: 13173.887695
	Iteration 0F: 3 clusters Score -8046212 nChanged 20364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -8056959.500000 Penalty: 13173.887695
	Iteration 1F: 3 clusters Score -8056960 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24112 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -8057838.500000 Penalty: 13173.887695
	Iteration 2F: 3 clusters Score -8057838 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -8058529.000000 Penalty: 13173.887695
	Iteration 3Q: 3 clusters Score -8058529 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24840 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -8059073.000000 Penalty: 13173.887695
	Iteration 4Q: 3 clusters Score -8059073 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -8059637.000000 Penalty: 13173.887695
	Iteration 5Q: 3 clusters Score -8059637 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26064 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -8060160.000000 Penalty: 13173.887695
	Iteration 6Q: 3 clusters Score -8060160 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -8060726.000000 Penalty: 13173.887695
	Iteration 7Q: 3 clusters Score -8060726 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -8061277.500000 Penalty: 13173.887695
	Iteration 8Q: 3 clusters Score -8061278 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29401 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -8061990.500000 Penalty: 13173.887695
	Iteration 9Q: 3 clusters Score -8061990 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31022 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -8062935.500000 Penalty: 13173.887695
	Iteration 10Q: 3 clusters Score -8062936 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33041 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -8064279.500000 Penalty: 13173.887695
	Iteration 11Q: 3 clusters Score -8064280 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35306 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -8065792.500000 Penalty: 13173.887695
	Iteration 12Q: 3 clusters Score -8065792 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37716 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -8067551.000000 Penalty: 13173.887695
	Iteration 13F: 3 clusters Score -8067551 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40038 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -8069332.000000 Penalty: 13173.887695
	Iteration 14F: 3 clusters Score -8069332 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41966 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -8070939.000000 Penalty: 13173.887695
	Iteration 15Q: 3 clusters Score -8070939 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43347 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -8072154.500000 Penalty: 13173.887695
	Iteration 16Q: 3 clusters Score -8072154 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44228 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -8072951.000000 Penalty: 13173.887695
	Iteration 17Q: 3 clusters Score -8072951 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44727 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -8073450.000000 Penalty: 13173.887695
	Iteration 18Q: 3 clusters Score -8073450 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45032 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -8073764.000000 Penalty: 13173.887695
	Iteration 19Q: 3 clusters Score -8073764 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45199 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -8073973.500000 Penalty: 13173.887695
	Iteration 20F: 3 clusters Score -8073974 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45305 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -8074104.000000 Penalty: 13173.887695
	Iteration 21Q: 3 clusters Score -8074104 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45385 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -8074203.500000 Penalty: 13173.887695
	Iteration 22Q: 3 clusters Score -8074204 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45438 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -8074274.500000 Penalty: 13173.887695
	Iteration 23Q: 3 clusters Score -8074274 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45479 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -8074307.000000 Penalty: 13173.887695
	Iteration 24Q: 3 clusters Score -8074307 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45507 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -8074337.000000 Penalty: 13173.887695
	Iteration 25Q: 3 clusters Score -8074337 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45528 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -8074374.500000 Penalty: 13173.887695
	Iteration 26Q: 3 clusters Score -8074374 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45545 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -8074398.500000 Penalty: 13173.887695
	Iteration 27Q: 3 clusters Score -8074398 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45551 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -8074411.500000 Penalty: 13173.887695
	Iteration 28Q: 3 clusters Score -8074412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45557 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -8074424.000000 Penalty: 13173.887695
	Iteration 29Q: 3 clusters Score -8074424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45565 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -8074426.500000 Penalty: 13173.887695
	Iteration 30Q: 3 clusters Score -8074426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45565 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -8074429.500000 Penalty: 13173.887695
	Iteration 31Q: 3 clusters Score -8074430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45566 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -8074434.000000 Penalty: 13173.887695
	Iteration 32Q: 3 clusters Score -8074434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45567 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -8074435.500000 Penalty: 13173.887695
	Iteration 33Q: 3 clusters Score -8074436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45568 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -8074430.000000 Penalty: 13173.887695
	Iteration 34Q: 3 clusters Score -8074430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45568 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -8074430.000000 Penalty: 13173.887695
	Iteration 35F: 3 clusters Score -8074430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Entering Unmasked Estep 
Score: -300786.750000 Penalty: 4609.784668
	Iteration 0F: 2 clusters Score -300786.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -295931.187500 Penalty: 9219.569336
	Iteration 0F: 3 clusters Score -295931.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -296525.375000 Penalty: 9219.569336
	Iteration 1F: 3 clusters Score -296525.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -296730.312500 Penalty: 9219.569336
	Iteration 2F: 3 clusters Score -296730.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -296844.343750 Penalty: 9219.569336
	Iteration 3Q: 3 clusters Score -296844.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -296926.062500 Penalty: 9219.569336
	Iteration 4Q: 3 clusters Score -296926.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -296978.343750 Penalty: 9219.569336
	Iteration 5Q: 3 clusters Score -296978.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -297023.125000 Penalty: 9219.569336
	Iteration 6Q: 3 clusters Score -297023.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -297071.187500 Penalty: 9219.569336
	Iteration 7Q: 3 clusters Score -297071.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -297116.593750 Penalty: 9219.569336
	Iteration 8Q: 3 clusters Score -297116.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -297153.093750 Penalty: 9219.569336
	Iteration 9Q: 3 clusters Score -297153.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -297180.468750 Penalty: 9219.569336
	Iteration 10Q: 3 clusters Score -297180.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -297197.218750 Penalty: 9219.569336
	Iteration 11Q: 3 clusters Score -297197.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -297224.687500 Penalty: 9219.569336
	Iteration 12Q: 3 clusters Score -297224.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -297249.687500 Penalty: 9219.569336
	Iteration 13Q: 3 clusters Score -297249.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -297293.937500 Penalty: 9219.569336
	Iteration 14Q: 3 clusters Score -297293.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -297322.687500 Penalty: 9219.569336
	Iteration 15Q: 3 clusters Score -297322.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -297380.187500 Penalty: 9219.569336
	Iteration 16Q: 3 clusters Score -297380.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -297455.187500 Penalty: 9219.569336
	Iteration 17Q: 3 clusters Score -297455.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -297547.500000 Penalty: 9219.569336
	Iteration 18Q: 3 clusters Score -297547.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -297643.593750 Penalty: 9219.569336
	Iteration 19Q: 3 clusters Score -297643.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -297735.250000 Penalty: 9219.569336
	Iteration 20F: 3 clusters Score -297735.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -297846.562500 Penalty: 9219.569336
	Iteration 21Q: 3 clusters Score -297846.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -297953.281250 Penalty: 9219.569336
	Iteration 22Q: 3 clusters Score -297953.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -298048.687500 Penalty: 9219.569336
	Iteration 23Q: 3 clusters Score -298048.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -298111.593750 Penalty: 9219.569336
	Iteration 24Q: 3 clusters Score -298111.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -298187.406250 Penalty: 9219.569336
	Iteration 25Q: 3 clusters Score -298187.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -298257.406250 Penalty: 9219.569336
	Iteration 26Q: 3 clusters Score -298257.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -298308.906250 Penalty: 9219.569336
	Iteration 27Q: 3 clusters Score -298308.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -298348.406250 Penalty: 9219.569336
	Iteration 28Q: 3 clusters Score -298348.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -298403.656250 Penalty: 9219.569336
	Iteration 29Q: 3 clusters Score -298403.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -298464.781250 Penalty: 9219.569336
	Iteration 30Q: 3 clusters Score -298464.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -298519.250000 Penalty: 9219.569336
	Iteration 31Q: 3 clusters Score -298519.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -298564.687500 Penalty: 9219.569336
	Iteration 32Q: 3 clusters Score -298564.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -298601.468750 Penalty: 9219.569336
	Iteration 33Q: 3 clusters Score -298601.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -298622.562500 Penalty: 9219.569336
	Iteration 34Q: 3 clusters Score -298622.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -298642.656250 Penalty: 9219.569336
	Iteration 35Q: 3 clusters Score -298642.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -298654.937500 Penalty: 9219.569336
	Iteration 36Q: 3 clusters Score -298654.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -298658.093750 Penalty: 9219.569336
	Iteration 37Q: 3 clusters Score -298658.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -298660.437500 Penalty: 9219.569336
	Iteration 38Q: 3 clusters Score -298660.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -298663.250000 Penalty: 9219.569336
	Iteration 39Q: 3 clusters Score -298663.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -298664.156250 Penalty: 9219.569336
	Iteration 40F: 3 clusters Score -298664.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Entering Unmasked Estep 
Score: -3660187.000000 Penalty: 6098.795898
	Iteration 0F: 2 clusters Score -3660187 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -3642991.500000 Penalty: 12197.591797
	Iteration 0F: 3 clusters Score -3642992 nChanged 8607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -3647804.000000 Penalty: 12197.591797
	Iteration 1F: 3 clusters Score -3647804 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -3648650.750000 Penalty: 12197.591797
	Iteration 2F: 3 clusters Score -3648651 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -3649284.750000 Penalty: 12197.591797
	Iteration 3F: 3 clusters Score -3649285 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -3649738.250000 Penalty: 12197.591797
	Iteration 4Q: 3 clusters Score -3649738 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -3650084.250000 Penalty: 12197.591797
	Iteration 5Q: 3 clusters Score -3650084 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -3650355.250000 Penalty: 12197.591797
	Iteration 6Q: 3 clusters Score -3650355 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -3650594.500000 Penalty: 12197.591797
	Iteration 7Q: 3 clusters Score -3650594 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -3650841.500000 Penalty: 12197.591797
	Iteration 8Q: 3 clusters Score -3650842 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -3651079.750000 Penalty: 12197.591797
	Iteration 9Q: 3 clusters Score -3651080 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -3651303.250000 Penalty: 12197.591797
	Iteration 10Q: 3 clusters Score -3651303 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -3651487.250000 Penalty: 12197.591797
	Iteration 11Q: 3 clusters Score -3651487 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -3651673.500000 Penalty: 12197.591797
	Iteration 12Q: 3 clusters Score -3651674 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -3651856.000000 Penalty: 12197.591797
	Iteration 13Q: 3 clusters Score -3651856 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -3652085.250000 Penalty: 12197.591797
	Iteration 14Q: 3 clusters Score -3652085 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -3652317.000000 Penalty: 12197.591797
	Iteration 15Q: 3 clusters Score -3652317 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -3652566.250000 Penalty: 12197.591797
	Iteration 16Q: 3 clusters Score -3652566 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -3652878.250000 Penalty: 12197.591797
	Iteration 17Q: 3 clusters Score -3652878 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -3653221.500000 Penalty: 12197.591797
	Iteration 18Q: 3 clusters Score -3653222 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -3653597.500000 Penalty: 12197.591797
	Iteration 19Q: 3 clusters Score -3653598 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -3653982.000000 Penalty: 12197.591797
	Iteration 20F: 3 clusters Score -3653982 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -3654363.000000 Penalty: 12197.591797
	Iteration 21Q: 3 clusters Score -3654363 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -3654752.250000 Penalty: 12197.591797
	Iteration 22Q: 3 clusters Score -3654752 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -3655095.250000 Penalty: 12197.591797
	Iteration 23Q: 3 clusters Score -3655095 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -3655455.000000 Penalty: 12197.591797
	Iteration 24Q: 3 clusters Score -3655455 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -3655767.250000 Penalty: 12197.591797
	Iteration 25Q: 3 clusters Score -3655767 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -3656040.500000 Penalty: 12197.591797
	Iteration 26Q: 3 clusters Score -3656040 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -3656279.750000 Penalty: 12197.591797
	Iteration 27Q: 3 clusters Score -3656280 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -3656435.250000 Penalty: 12197.591797
	Iteration 28Q: 3 clusters Score -3656435 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -3656582.500000 Penalty: 12197.591797
	Iteration 29Q: 3 clusters Score -3656582 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -3656714.250000 Penalty: 12197.591797
	Iteration 30Q: 3 clusters Score -3656714 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -3656780.000000 Penalty: 12197.591797
	Iteration 31Q: 3 clusters Score -3656780 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -3656848.000000 Penalty: 12197.591797
	Iteration 32Q: 3 clusters Score -3656848 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -3656872.000000 Penalty: 12197.591797
	Iteration 33Q: 3 clusters Score -3656872 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -3656905.500000 Penalty: 12197.591797
	Iteration 34Q: 3 clusters Score -3656906 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -3656926.250000 Penalty: 12197.591797
	Iteration 35Q: 3 clusters Score -3656926 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -3656941.500000 Penalty: 12197.591797
	Iteration 36Q: 3 clusters Score -3656942 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -3656944.000000 Penalty: 12197.591797
	Iteration 37Q: 3 clusters Score -3656944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -3656958.250000 Penalty: 12197.591797
	Iteration 38Q: 3 clusters Score -3656958 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -3656962.000000 Penalty: 12197.591797
	Iteration 39Q: 3 clusters Score -3656962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -3656966.000000 Penalty: 12197.591797
	Iteration 40F: 3 clusters Score -3656966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -3656964.750000 Penalty: 12197.591797
	Iteration 41Q: 3 clusters Score -3656965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -3656973.000000 Penalty: 12197.591797
	Iteration 42Q: 3 clusters Score -3656973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -3656983.750000 Penalty: 12197.591797
	Iteration 43Q: 3 clusters Score -3656984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -3656990.000000 Penalty: 12197.591797
	Iteration 44Q: 3 clusters Score -3656990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -3656995.750000 Penalty: 12197.591797
	Iteration 45Q: 3 clusters Score -3656996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -3656998.500000 Penalty: 12197.591797
	Iteration 46Q: 3 clusters Score -3656998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -3657004.250000 Penalty: 12197.591797
	Iteration 47Q: 3 clusters Score -3657004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -3657000.750000 Penalty: 12197.591797
	Iteration 48Q: 3 clusters Score -3657001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -3657006.250000 Penalty: 12197.591797
	Iteration 49Q: 3 clusters Score -3657006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -3657008.250000 Penalty: 12197.591797
	Iteration 50Q: 3 clusters Score -3657008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -3657012.500000 Penalty: 12197.591797
	Iteration 51Q: 3 clusters Score -3657012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -3657015.000000 Penalty: 12197.591797
	Iteration 52Q: 3 clusters Score -3657015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -3657013.500000 Penalty: 12197.591797
	Iteration 53Q: 3 clusters Score -3657014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -3657015.000000 Penalty: 12197.591797
	Iteration 54Q: 3 clusters Score -3657015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -3657015.000000 Penalty: 12197.591797
	Iteration 55F: 3 clusters Score -3657015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Entering Unmasked Estep 
Score: -1008425.750000 Penalty: 5352.769531
	Iteration 0F: 2 clusters Score -1008426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1000630.500000 Penalty: 10705.539062
	Iteration 0F: 3 clusters Score -1000630 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1002009.000000 Penalty: 10705.539062
	Iteration 1F: 3 clusters Score -1002009 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1002369.000000 Penalty: 10705.539062
	Iteration 2F: 3 clusters Score -1002369 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1002573.062500 Penalty: 10705.539062
	Iteration 3Q: 3 clusters Score -1002573 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1002719.125000 Penalty: 10705.539062
	Iteration 4Q: 3 clusters Score -1002719 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1002820.375000 Penalty: 10705.539062
	Iteration 5Q: 3 clusters Score -1002820 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1002925.125000 Penalty: 10705.539062
	Iteration 6Q: 3 clusters Score -1002925 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1003085.687500 Penalty: 10705.539062
	Iteration 7Q: 3 clusters Score -1003086 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1003322.250000 Penalty: 10705.539062
	Iteration 8Q: 3 clusters Score -1003322 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1003674.812500 Penalty: 10705.539062
	Iteration 9Q: 3 clusters Score -1003675 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1003996.250000 Penalty: 10705.539062
	Iteration 10Q: 3 clusters Score -1003996 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1004361.062500 Penalty: 10705.539062
	Iteration 11Q: 3 clusters Score -1004361 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1004752.187500 Penalty: 10705.539062
	Iteration 12Q: 3 clusters Score -1004752 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1005060.312500 Penalty: 10705.539062
	Iteration 13Q: 3 clusters Score -1005060 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1005357.250000 Penalty: 10705.539062
	Iteration 14Q: 3 clusters Score -1005357 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1005574.687500 Penalty: 10705.539062
	Iteration 15Q: 3 clusters Score -1005575 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1005708.437500 Penalty: 10705.539062
	Iteration 16Q: 3 clusters Score -1005708 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1005803.375000 Penalty: 10705.539062
	Iteration 17Q: 3 clusters Score -1005803 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1005875.687500 Penalty: 10705.539062
	Iteration 18Q: 3 clusters Score -1005876 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1005921.812500 Penalty: 10705.539062
	Iteration 19Q: 3 clusters Score -1005922 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1005971.500000 Penalty: 10705.539062
	Iteration 20F: 3 clusters Score -1005972 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1006015.687500 Penalty: 10705.539062
	Iteration 21Q: 3 clusters Score -1006016 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1006047.250000 Penalty: 10705.539062
	Iteration 22Q: 3 clusters Score -1006047 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1006069.562500 Penalty: 10705.539062
	Iteration 23Q: 3 clusters Score -1006070 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1006084.500000 Penalty: 10705.539062
	Iteration 24Q: 3 clusters Score -1006084 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1006091.875000 Penalty: 10705.539062
	Iteration 25Q: 3 clusters Score -1006092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1006096.000000 Penalty: 10705.539062
	Iteration 26Q: 3 clusters Score -1006096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1006098.312500 Penalty: 10705.539062
	Iteration 27Q: 3 clusters Score -1006098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1006104.937500 Penalty: 10705.539062
	Iteration 28Q: 3 clusters Score -1006105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1006107.187500 Penalty: 10705.539062
	Iteration 29Q: 3 clusters Score -1006107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1006106.687500 Penalty: 10705.539062
	Iteration 30Q: 3 clusters Score -1006107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1006106.687500 Penalty: 10705.539062
	Iteration 31F: 3 clusters Score -1006107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (201645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201645 members 
Entering Unmasked Estep 
Score: -34768324.000000 Penalty: 7481.236816
	Iteration 0F: 2 clusters Score -3.476832e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100498 members 
Mstep: Class 2 contains 101147 members 
Entering Unmasked Estep 
Score: -34633508.000000 Penalty: 14962.473633
	Iteration 0F: 3 clusters Score -3.463351e+07 nChanged 94410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97648 members 
Mstep: Class 2 contains 103997 members 
Entering Unmasked Estep 
Score: -34687612.000000 Penalty: 14962.473633
	Iteration 1F: 3 clusters Score -3.468761e+07 nChanged 6848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96168 members 
Mstep: Class 2 contains 105477 members 
Entering Unmasked Estep 
Score: -34689424.000000 Penalty: 14962.473633
	Iteration 2Q: 3 clusters Score -3.468942e+07 nChanged 6821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93799 members 
Mstep: Class 2 contains 107846 members 
Entering Unmasked Estep 
Score: -34691488.000000 Penalty: 14962.473633
	Iteration 3Q: 3 clusters Score -3.469149e+07 nChanged 7300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90341 members 
Mstep: Class 2 contains 111304 members 
Entering Unmasked Estep 
Score: -34693908.000000 Penalty: 14962.473633
	Iteration 4Q: 3 clusters Score -3.469391e+07 nChanged 8145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85496 members 
Mstep: Class 2 contains 116149 members 
Entering Unmasked Estep 
Score: -34697188.000000 Penalty: 14962.473633
	Iteration 5Q: 3 clusters Score -3.469719e+07 nChanged 9758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78470 members 
Mstep: Class 2 contains 123175 members 
Entering Unmasked Estep 
Score: -34702200.000000 Penalty: 14962.473633
	Iteration 6Q: 3 clusters Score -3.47022e+07 nChanged 11874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68718 members 
Mstep: Class 2 contains 132927 members 
Entering Unmasked Estep 
Score: -34709376.000000 Penalty: 14962.473633
	Iteration 7F: 3 clusters Score -3.470938e+07 nChanged 13841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56361 members 
Mstep: Class 2 contains 145284 members 
Entering Unmasked Estep 
Score: -34719464.000000 Penalty: 14962.473633
	Iteration 8F: 3 clusters Score -3.471946e+07 nChanged 14629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42650 members 
Mstep: Class 2 contains 158995 members 
Entering Unmasked Estep 
Score: -34732868.000000 Penalty: 14962.473633
	Iteration 9F: 3 clusters Score -3.473287e+07 nChanged 12935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30485 members 
Mstep: Class 2 contains 171160 members 
Entering Unmasked Estep 
Score: -34745852.000000 Penalty: 14962.473633
	Iteration 10F: 3 clusters Score -3.474585e+07 nChanged 8940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 179054 members 
Entering Unmasked Estep 
Score: -34756816.000000 Penalty: 14962.473633
	Iteration 11Q: 3 clusters Score -3.475682e+07 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 182146 members 
Entering Unmasked Estep 
Score: -34762240.000000 Penalty: 14962.473633
	Iteration 12Q: 3 clusters Score -3.476224e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 183202 members 
Entering Unmasked Estep 
Score: -34764372.000000 Penalty: 14962.473633
	Iteration 13Q: 3 clusters Score -3.476437e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 183621 members 
Entering Unmasked Estep 
Score: -34765084.000000 Penalty: 14962.473633
	Iteration 14Q: 3 clusters Score -3.476508e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 183815 members 
Entering Unmasked Estep 
Score: -34765448.000000 Penalty: 14962.473633
	Iteration 15Q: 3 clusters Score -3.476545e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 183931 members 
Entering Unmasked Estep 
Score: -34765648.000000 Penalty: 14962.473633
	Iteration 16Q: 3 clusters Score -3.476565e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 184035 members 
Entering Unmasked Estep 
Score: -34765764.000000 Penalty: 14962.473633
	Iteration 17Q: 3 clusters Score -3.476576e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 184109 members 
Entering Unmasked Estep 
Score: -34765860.000000 Penalty: 14962.473633
	Iteration 18Q: 3 clusters Score -3.476586e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 184143 members 
Entering Unmasked Estep 
Score: -34765876.000000 Penalty: 14962.473633
	Iteration 19Q: 3 clusters Score -3.476588e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 184168 members 
Entering Unmasked Estep 
Score: -34765864.000000 Penalty: 14962.473633
	Iteration 20F: 3 clusters Score -3.476586e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 184179 members 
Entering Unmasked Estep 
Score: -34765860.000000 Penalty: 14962.473633
	Iteration 21Q: 3 clusters Score -3.476586e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 184185 members 
Entering Unmasked Estep 
Score: -34765900.000000 Penalty: 14962.473633
	Iteration 22Q: 3 clusters Score -3.47659e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 184189 members 
Entering Unmasked Estep 
Score: -34765924.000000 Penalty: 14962.473633
	Iteration 23Q: 3 clusters Score -3.476592e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 184187 members 
Entering Unmasked Estep 
Score: -34765900.000000 Penalty: 14962.473633
	Iteration 24Q: 3 clusters Score -3.47659e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 184185 members 
Entering Unmasked Estep 
Score: -34765964.000000 Penalty: 14962.473633
	Iteration 25Q: 3 clusters Score -3.476596e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 184179 members 
Entering Unmasked Estep 
Score: -34765976.000000 Penalty: 14962.473633
	Iteration 26Q: 3 clusters Score -3.476598e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 184177 members 
Entering Unmasked Estep 
Score: -34765948.000000 Penalty: 14962.473633
	Iteration 27Q: 3 clusters Score -3.476595e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 184178 members 
Entering Unmasked Estep 
Score: -34765964.000000 Penalty: 14962.473633
	Iteration 28Q: 3 clusters Score -3.476596e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 184173 members 
Entering Unmasked Estep 
Score: -34765988.000000 Penalty: 14962.473633
	Iteration 29Q: 3 clusters Score -3.476599e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 184164 members 
Entering Unmasked Estep 
Score: -34765968.000000 Penalty: 14962.473633
	Iteration 30Q: 3 clusters Score -3.476597e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 184161 members 
Entering Unmasked Estep 
Score: -34765956.000000 Penalty: 14962.473633
	Iteration 31Q: 3 clusters Score -3.476596e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 184160 members 
Entering Unmasked Estep 
Score: -34765956.000000 Penalty: 14962.473633
	Iteration 32Q: 3 clusters Score -3.476596e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 184161 members 
Entering Unmasked Estep 
Score: -34765980.000000 Penalty: 14962.473633
	Iteration 33Q: 3 clusters Score -3.476598e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 184155 members 
Entering Unmasked Estep 
Score: -34765980.000000 Penalty: 14962.473633
	Iteration 34Q: 3 clusters Score -3.476598e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 184155 members 
Entering Unmasked Estep 
Score: -34765976.000000 Penalty: 14962.473633
	Iteration 35Q: 3 clusters Score -3.476598e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 184157 members 
Entering Unmasked Estep 
Score: -34765976.000000 Penalty: 14962.473633
	Iteration 36Q: 3 clusters Score -3.476598e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 184154 members 
Entering Unmasked Estep 
Score: -34765964.000000 Penalty: 14962.473633
	Iteration 37Q: 3 clusters Score -3.476596e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 184149 members 
Entering Unmasked Estep 
Score: -34765980.000000 Penalty: 14962.473633
	Iteration 38Q: 3 clusters Score -3.476598e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 184146 members 
Entering Unmasked Estep 
Score: -34765988.000000 Penalty: 14962.473633
	Iteration 39Q: 3 clusters Score -3.476599e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 184143 members 
Entering Unmasked Estep 
Score: -34765956.000000 Penalty: 14962.473633
	Iteration 40F: 3 clusters Score -3.476596e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 184141 members 
Entering Unmasked Estep 
Score: -34765912.000000 Penalty: 14962.473633
	Iteration 41Q: 3 clusters Score -3.476591e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 184140 members 
Entering Unmasked Estep 
Score: -34765924.000000 Penalty: 14962.473633
	Iteration 42Q: 3 clusters Score -3.476592e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 184140 members 
Entering Unmasked Estep 
Score: -34765928.000000 Penalty: 14962.473633
	Iteration 43Q: 3 clusters Score -3.476593e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 184136 members 
Entering Unmasked Estep 
Score: -34765916.000000 Penalty: 14962.473633
	Iteration 44Q: 3 clusters Score -3.476592e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 184132 members 
Entering Unmasked Estep 
Score: -34765928.000000 Penalty: 14962.473633
	Iteration 45Q: 3 clusters Score -3.476593e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 184133 members 
Entering Unmasked Estep 
Score: -34765944.000000 Penalty: 14962.473633
	Iteration 46Q: 3 clusters Score -3.476594e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 184134 members 
Entering Unmasked Estep 
Score: -34765924.000000 Penalty: 14962.473633
	Iteration 47Q: 3 clusters Score -3.476592e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 184134 members 
Entering Unmasked Estep 
Score: -34765924.000000 Penalty: 14962.473633
	Iteration 48F: 3 clusters Score -3.476592e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (93641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93641 members 
Entering Unmasked Estep 
Score: -15792411.000000 Penalty: 7011.424316
	Iteration 0F: 2 clusters Score -1.579241e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46947 members 
Mstep: Class 2 contains 46694 members 
Entering Unmasked Estep 
Score: -15728439.000000 Penalty: 14022.848633
	Iteration 0F: 3 clusters Score -1.572844e+07 nChanged 42704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48629 members 
Mstep: Class 2 contains 45012 members 
Entering Unmasked Estep 
Score: -15751679.000000 Penalty: 14022.848633
	Iteration 1F: 3 clusters Score -1.575168e+07 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49652 members 
Mstep: Class 2 contains 43989 members 
Entering Unmasked Estep 
Score: -15752651.000000 Penalty: 14022.848633
	Iteration 2Q: 3 clusters Score -1.575265e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51088 members 
Mstep: Class 2 contains 42553 members 
Entering Unmasked Estep 
Score: -15753699.000000 Penalty: 14022.848633
	Iteration 3Q: 3 clusters Score -1.57537e+07 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53137 members 
Mstep: Class 2 contains 40504 members 
Entering Unmasked Estep 
Score: -15754967.000000 Penalty: 14022.848633
	Iteration 4Q: 3 clusters Score -1.575497e+07 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55957 members 
Mstep: Class 2 contains 37684 members 
Entering Unmasked Estep 
Score: -15756561.000000 Penalty: 14022.848633
	Iteration 5Q: 3 clusters Score -1.575656e+07 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59730 members 
Mstep: Class 2 contains 33911 members 
Entering Unmasked Estep 
Score: -15759039.000000 Penalty: 14022.848633
	Iteration 6F: 3 clusters Score -1.575904e+07 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64698 members 
Mstep: Class 2 contains 28943 members 
Entering Unmasked Estep 
Score: -15762701.000000 Penalty: 14022.848633
	Iteration 7F: 3 clusters Score -1.57627e+07 nChanged 6520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70658 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -15767680.000000 Penalty: 14022.848633
	Iteration 8F: 3 clusters Score -1.576768e+07 nChanged 6809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77177 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -15773536.000000 Penalty: 14022.848633
	Iteration 9F: 3 clusters Score -1.577354e+07 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83061 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -15779007.000000 Penalty: 14022.848633
	Iteration 10F: 3 clusters Score -1.577901e+07 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87334 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -15782753.000000 Penalty: 14022.848633
	Iteration 11Q: 3 clusters Score -1.578275e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89762 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -15784757.000000 Penalty: 14022.848633
	Iteration 12Q: 3 clusters Score -1.578476e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91043 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -15785647.000000 Penalty: 14022.848633
	Iteration 13Q: 3 clusters Score -1.578565e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91673 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -15786141.000000 Penalty: 14022.848633
	Iteration 14Q: 3 clusters Score -1.578614e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91972 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -15786359.000000 Penalty: 14022.848633
	Iteration 15Q: 3 clusters Score -1.578636e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92160 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -15786499.000000 Penalty: 14022.848633
	Iteration 16Q: 3 clusters Score -1.57865e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92270 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -15786560.000000 Penalty: 14022.848633
	Iteration 17Q: 3 clusters Score -1.578656e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92344 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -15786611.000000 Penalty: 14022.848633
	Iteration 18Q: 3 clusters Score -1.578661e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92387 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -15786670.000000 Penalty: 14022.848633
	Iteration 19Q: 3 clusters Score -1.578667e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92420 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -15786698.000000 Penalty: 14022.848633
	Iteration 20F: 3 clusters Score -1.57867e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92438 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -15786702.000000 Penalty: 14022.848633
	Iteration 21Q: 3 clusters Score -1.57867e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92451 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -15786715.000000 Penalty: 14022.848633
	Iteration 22Q: 3 clusters Score -1.578672e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92457 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -15786705.000000 Penalty: 14022.848633
	Iteration 23Q: 3 clusters Score -1.57867e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92461 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -15786716.000000 Penalty: 14022.848633
	Iteration 24Q: 3 clusters Score -1.578672e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92460 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -15786729.000000 Penalty: 14022.848633
	Iteration 25Q: 3 clusters Score -1.578673e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92462 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -15786720.000000 Penalty: 14022.848633
	Iteration 26Q: 3 clusters Score -1.578672e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92464 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -15786710.000000 Penalty: 14022.848633
	Iteration 27Q: 3 clusters Score -1.578671e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92466 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -15786716.000000 Penalty: 14022.848633
	Iteration 28Q: 3 clusters Score -1.578672e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92470 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -15786715.000000 Penalty: 14022.848633
	Iteration 29Q: 3 clusters Score -1.578672e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92472 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -15786719.000000 Penalty: 14022.848633
	Iteration 30Q: 3 clusters Score -1.578672e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92473 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -15786728.000000 Penalty: 14022.848633
	Iteration 31Q: 3 clusters Score -1.578673e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92475 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -15786709.000000 Penalty: 14022.848633
	Iteration 32Q: 3 clusters Score -1.578671e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92476 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -15786706.000000 Penalty: 14022.848633
	Iteration 33Q: 3 clusters Score -1.578671e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92477 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -15786705.000000 Penalty: 14022.848633
	Iteration 34Q: 3 clusters Score -1.57867e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92477 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -15786705.000000 Penalty: 14022.848633
	Iteration 35F: 3 clusters Score -1.57867e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Entering Unmasked Estep 
Score: -363016.562500 Penalty: 4744.344238
	Iteration 0F: 2 clusters Score -363016.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -357837.437500 Penalty: 9488.688477
	Iteration 0F: 3 clusters Score -357837.4 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -358739.406250 Penalty: 9488.688477
	Iteration 1F: 3 clusters Score -358739.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -359212.468750 Penalty: 9488.688477
	Iteration 2F: 3 clusters Score -359212.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -359536.406250 Penalty: 9488.688477
	Iteration 3F: 3 clusters Score -359536.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -359819.593750 Penalty: 9488.688477
	Iteration 4Q: 3 clusters Score -359819.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -360175.062500 Penalty: 9488.688477
	Iteration 5Q: 3 clusters Score -360175.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -360468.562500 Penalty: 9488.688477
	Iteration 6Q: 3 clusters Score -360468.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -360723.968750 Penalty: 9488.688477
	Iteration 7Q: 3 clusters Score -360724 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -360923.375000 Penalty: 9488.688477
	Iteration 8Q: 3 clusters Score -360923.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -361120.656250 Penalty: 9488.688477
	Iteration 9Q: 3 clusters Score -361120.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -361384.062500 Penalty: 9488.688477
	Iteration 10Q: 3 clusters Score -361384.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -361636.750000 Penalty: 9488.688477
	Iteration 11Q: 3 clusters Score -361636.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -361916.437500 Penalty: 9488.688477
	Iteration 12Q: 3 clusters Score -361916.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -362243.062500 Penalty: 9488.688477
	Iteration 13Q: 3 clusters Score -362243.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -362400.750000 Penalty: 9488.688477
	Iteration 14Q: 3 clusters Score -362400.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -362601.281250 Penalty: 9488.688477
	Iteration 15Q: 3 clusters Score -362601.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -362898.375000 Penalty: 9488.688477
	Iteration 16Q: 3 clusters Score -362898.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -363024.656250 Penalty: 9488.688477
	Iteration 17Q: 3 clusters Score -363024.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -363057.406250 Penalty: 9488.688477
	Iteration 18Q: 3 clusters Score -363057.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -363063.718750 Penalty: 9488.688477
	Iteration 19Q: 3 clusters Score -363063.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -363087.656250 Penalty: 9488.688477
	Iteration 20F: 3 clusters Score -363087.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -363158.156250 Penalty: 9488.688477
	Iteration 21Q: 3 clusters Score -363158.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -363188.250000 Penalty: 9488.688477
	Iteration 22Q: 3 clusters Score -363188.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -363188.250000 Penalty: 9488.688477
	Iteration 23F: 3 clusters Score -363188.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 36833 members 
Mstep: Class 3 contains 532712 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 32101 members 
Mstep: Class 6 contains 1682 members 
Mstep: Class 7 contains 270622 members 
Mstep: Class 8 contains 12214 members 
Mstep: Class 9 contains 42985 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 32861 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8827 members 
Mstep: Class 14 contains 46826 members 
Mstep: Class 15 contains 1856 members 
Mstep: Class 16 contains 21104 members 
Mstep: Class 17 contains 6243 members 
Mstep: Class 18 contains 201645 members 
Mstep: Class 19 contains 93641 members 
Mstep: Class 20 contains 1174 members 
Mstep: Class 21 contains 2568 members 
Mstep: Class 22 contains 391 members 
Mstep: Class 23 contains 1138 members 
Entering Unmasked Estep 
Score: -233320672.000000 Penalty: 199104.828125
Splitting cluster 20 changes total score from -233325440.000000 to -233320672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (2568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Entering Unmasked Estep 
Score: -440120.687500 Penalty: 4808.665527
	Iteration 0F: 2 clusters Score -440120.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -434709.218750 Penalty: 9617.331055
	Iteration 0F: 3 clusters Score -434709.2 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -435403.218750 Penalty: 9617.331055
	Iteration 1F: 3 clusters Score -435403.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -435595.968750 Penalty: 9617.331055
	Iteration 2F: 3 clusters Score -435596 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -435694.281250 Penalty: 9617.331055
	Iteration 3Q: 3 clusters Score -435694.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -435749.281250 Penalty: 9617.331055
	Iteration 4Q: 3 clusters Score -435749.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -435783.187500 Penalty: 9617.331055
	Iteration 5Q: 3 clusters Score -435783.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -435804.218750 Penalty: 9617.331055
	Iteration 6Q: 3 clusters Score -435804.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -435812.500000 Penalty: 9617.331055
	Iteration 7Q: 3 clusters Score -435812.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -435818.281250 Penalty: 9617.331055
	Iteration 8Q: 3 clusters Score -435818.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -435818.625000 Penalty: 9617.331055
	Iteration 9Q: 3 clusters Score -435818.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -435820.687500 Penalty: 9617.331055
	Iteration 10Q: 3 clusters Score -435820.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -435829.437500 Penalty: 9617.331055
	Iteration 11Q: 3 clusters Score -435829.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -435837.812500 Penalty: 9617.331055
	Iteration 12Q: 3 clusters Score -435837.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -435841.562500 Penalty: 9617.331055
	Iteration 13Q: 3 clusters Score -435841.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -435845.937500 Penalty: 9617.331055
	Iteration 14Q: 3 clusters Score -435845.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -435845.937500 Penalty: 9617.331055
	Iteration 15F: 3 clusters Score -435845.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Entering Unmasked Estep 
Score: -55187.828125 Penalty: 3655.833496
	Iteration 0F: 2 clusters Score -55187.83 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 183 members 
Entering Unmasked Estep 
Score: -52292.652344 Penalty: 7311.666992
	Iteration 0F: 3 clusters Score -52292.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -52380.328125 Penalty: 7311.666992
	Iteration 1Q: 3 clusters Score -52380.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -52418.371094 Penalty: 7311.666992
	Iteration 2Q: 3 clusters Score -52418.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -52430.542969 Penalty: 7311.666992
	Iteration 3Q: 3 clusters Score -52430.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -52432.300781 Penalty: 7311.666992
	Iteration 4Q: 3 clusters Score -52432.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -52432.300781 Penalty: 7311.666992
	Iteration 5F: 3 clusters Score -52432.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 36833 members 
Mstep: Class 3 contains 532712 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 32101 members 
Mstep: Class 6 contains 1682 members 
Mstep: Class 7 contains 270622 members 
Mstep: Class 8 contains 12214 members 
Mstep: Class 9 contains 42985 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 32861 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8827 members 
Mstep: Class 14 contains 46826 members 
Mstep: Class 15 contains 1856 members 
Mstep: Class 16 contains 21104 members 
Mstep: Class 17 contains 6243 members 
Mstep: Class 18 contains 201645 members 
Mstep: Class 19 contains 93641 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2568 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233325152.000000 Penalty: 190448.093750
Iteration 119Q: 23 clusters Score -2.333252e+08 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 36837 members 
Mstep: Class 3 contains 533272 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 32172 members 
Mstep: Class 6 contains 1682 members 
Mstep: Class 7 contains 269568 members 
Mstep: Class 8 contains 12236 members 
Mstep: Class 9 contains 43121 members 
Mstep: Class 10 contains 786 members 
Mstep: Class 11 contains 32861 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8830 members 
Mstep: Class 14 contains 46845 members 
Mstep: Class 15 contains 1858 members 
Mstep: Class 16 contains 21103 members 
Mstep: Class 17 contains 6242 members 
Mstep: Class 18 contains 201891 members 
Mstep: Class 19 contains 93623 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2565 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233324784.000000 Penalty: 190448.093750
Iteration 120F: 23 clusters Score -2.333248e+08 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 36841 members 
Mstep: Class 3 contains 533759 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 32268 members 
Mstep: Class 6 contains 1680 members 
Mstep: Class 7 contains 268620 members 
Mstep: Class 8 contains 12257 members 
Mstep: Class 9 contains 43230 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 32852 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8834 members 
Mstep: Class 14 contains 46863 members 
Mstep: Class 15 contains 1871 members 
Mstep: Class 16 contains 21105 members 
Mstep: Class 17 contains 6242 members 
Mstep: Class 18 contains 202104 members 
Mstep: Class 19 contains 93605 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2559 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233324880.000000 Penalty: 190448.093750
Iteration 121Q: 23 clusters Score -2.333249e+08 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23337 members 
Mstep: Class 2 contains 36850 members 
Mstep: Class 3 contains 534200 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 32324 members 
Mstep: Class 6 contains 1677 members 
Mstep: Class 7 contains 267701 members 
Mstep: Class 8 contains 12278 members 
Mstep: Class 9 contains 43348 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 32858 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8838 members 
Mstep: Class 14 contains 46869 members 
Mstep: Class 15 contains 1881 members 
Mstep: Class 16 contains 21107 members 
Mstep: Class 17 contains 6242 members 
Mstep: Class 18 contains 202353 members 
Mstep: Class 19 contains 93592 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2559 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233324800.000000 Penalty: 190448.093750
Iteration 122Q: 23 clusters Score -2.333248e+08 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 36865 members 
Mstep: Class 3 contains 534621 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 32377 members 
Mstep: Class 6 contains 1675 members 
Mstep: Class 7 contains 266805 members 
Mstep: Class 8 contains 12295 members 
Mstep: Class 9 contains 43485 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 32851 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8840 members 
Mstep: Class 14 contains 46886 members 
Mstep: Class 15 contains 1882 members 
Mstep: Class 16 contains 21109 members 
Mstep: Class 17 contains 6241 members 
Mstep: Class 18 contains 202577 members 
Mstep: Class 19 contains 93598 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2559 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233324464.000000 Penalty: 190448.093750
Iteration 123Q: 23 clusters Score -2.333245e+08 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 36878 members 
Mstep: Class 3 contains 534948 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 32436 members 
Mstep: Class 6 contains 1675 members 
Mstep: Class 7 contains 266009 members 
Mstep: Class 8 contains 12310 members 
Mstep: Class 9 contains 43588 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 32854 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8841 members 
Mstep: Class 14 contains 46904 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 21109 members 
Mstep: Class 17 contains 6241 members 
Mstep: Class 18 contains 202815 members 
Mstep: Class 19 contains 93597 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2562 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233324784.000000 Penalty: 190448.093750
Iteration 124Q: 23 clusters Score -2.333248e+08 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23365 members 
Mstep: Class 2 contains 36883 members 
Mstep: Class 3 contains 535239 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 32492 members 
Mstep: Class 6 contains 1676 members 
Mstep: Class 7 contains 265297 members 
Mstep: Class 8 contains 12314 members 
Mstep: Class 9 contains 43704 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 32860 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8844 members 
Mstep: Class 14 contains 46914 members 
Mstep: Class 15 contains 1889 members 
Mstep: Class 16 contains 21109 members 
Mstep: Class 17 contains 6241 members 
Mstep: Class 18 contains 203031 members 
Mstep: Class 19 contains 93595 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2561 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233324384.000000 Penalty: 190448.093750
Iteration 125Q: 23 clusters Score -2.333244e+08 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 36882 members 
Mstep: Class 3 contains 535519 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 32568 members 
Mstep: Class 6 contains 1677 members 
Mstep: Class 7 contains 264605 members 
Mstep: Class 8 contains 12323 members 
Mstep: Class 9 contains 43815 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 32868 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8846 members 
Mstep: Class 14 contains 46936 members 
Mstep: Class 15 contains 1894 members 
Mstep: Class 16 contains 21111 members 
Mstep: Class 17 contains 6241 members 
Mstep: Class 18 contains 203208 members 
Mstep: Class 19 contains 93588 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2563 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233324048.000000 Penalty: 190448.093750
Iteration 126Q: 23 clusters Score -2.33324e+08 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 36891 members 
Mstep: Class 3 contains 535799 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 32585 members 
Mstep: Class 6 contains 1677 members 
Mstep: Class 7 contains 263978 members 
Mstep: Class 8 contains 12336 members 
Mstep: Class 9 contains 43910 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 32865 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8849 members 
Mstep: Class 14 contains 46951 members 
Mstep: Class 15 contains 1894 members 
Mstep: Class 16 contains 21111 members 
Mstep: Class 17 contains 6241 members 
Mstep: Class 18 contains 203416 members 
Mstep: Class 19 contains 93572 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2563 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233324704.000000 Penalty: 190448.093750
Iteration 127Q: 23 clusters Score -2.333247e+08 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 36892 members 
Mstep: Class 3 contains 536102 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 32584 members 
Mstep: Class 6 contains 1677 members 
Mstep: Class 7 contains 263383 members 
Mstep: Class 8 contains 12343 members 
Mstep: Class 9 contains 43978 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 32867 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8850 members 
Mstep: Class 14 contains 46969 members 
Mstep: Class 15 contains 1894 members 
Mstep: Class 16 contains 21111 members 
Mstep: Class 17 contains 6241 members 
Mstep: Class 18 contains 203608 members 
Mstep: Class 19 contains 93561 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2565 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233324560.000000 Penalty: 190448.093750
Iteration 128Q: 23 clusters Score -2.333246e+08 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 36904 members 
Mstep: Class 3 contains 536455 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 32597 members 
Mstep: Class 6 contains 1676 members 
Mstep: Class 7 contains 262743 members 
Mstep: Class 8 contains 12347 members 
Mstep: Class 9 contains 44048 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 32885 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8853 members 
Mstep: Class 14 contains 46983 members 
Mstep: Class 15 contains 1896 members 
Mstep: Class 16 contains 21110 members 
Mstep: Class 17 contains 6241 members 
Mstep: Class 18 contains 203783 members 
Mstep: Class 19 contains 93530 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2564 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233324736.000000 Penalty: 190448.093750
Iteration 129Q: 23 clusters Score -2.333247e+08 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 36907 members 
Mstep: Class 3 contains 536847 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 32628 members 
Mstep: Class 6 contains 1675 members 
Mstep: Class 7 contains 262070 members 
Mstep: Class 8 contains 12359 members 
Mstep: Class 9 contains 44129 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 32883 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8855 members 
Mstep: Class 14 contains 47001 members 
Mstep: Class 15 contains 1897 members 
Mstep: Class 16 contains 21111 members 
Mstep: Class 17 contains 6241 members 
Mstep: Class 18 contains 203932 members 
Mstep: Class 19 contains 93500 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2564 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233324800.000000 Penalty: 190448.093750
Iteration 130Q: 23 clusters Score -2.333248e+08 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 36917 members 
Mstep: Class 3 contains 537216 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 32695 members 
Mstep: Class 6 contains 1675 members 
Mstep: Class 7 contains 261400 members 
Mstep: Class 8 contains 12371 members 
Mstep: Class 9 contains 44215 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 32883 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8858 members 
Mstep: Class 14 contains 47007 members 
Mstep: Class 15 contains 1897 members 
Mstep: Class 16 contains 21110 members 
Mstep: Class 17 contains 6241 members 
Mstep: Class 18 contains 204081 members 
Mstep: Class 19 contains 93461 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2564 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233325200.000000 Penalty: 190448.093750
Iteration 131Q: 23 clusters Score -2.333252e+08 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 36932 members 
Mstep: Class 3 contains 537561 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 32737 members 
Mstep: Class 6 contains 1675 members 
Mstep: Class 7 contains 260792 members 
Mstep: Class 8 contains 12372 members 
Mstep: Class 9 contains 44279 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 32889 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8859 members 
Mstep: Class 14 contains 47018 members 
Mstep: Class 15 contains 1897 members 
Mstep: Class 16 contains 21109 members 
Mstep: Class 17 contains 6241 members 
Mstep: Class 18 contains 204228 members 
Mstep: Class 19 contains 93432 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2564 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233325680.000000 Penalty: 190448.093750
Iteration 132Q: 23 clusters Score -2.333257e+08 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23440 members 
Mstep: Class 2 contains 36940 members 
Mstep: Class 3 contains 537876 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 32776 members 
Mstep: Class 6 contains 1675 members 
Mstep: Class 7 contains 260208 members 
Mstep: Class 8 contains 12377 members 
Mstep: Class 9 contains 44338 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 32905 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8863 members 
Mstep: Class 14 contains 47029 members 
Mstep: Class 15 contains 1897 members 
Mstep: Class 16 contains 21109 members 
Mstep: Class 17 contains 6239 members 
Mstep: Class 18 contains 204370 members 
Mstep: Class 19 contains 93408 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2564 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233325376.000000 Penalty: 190448.093750
Iteration 133Q: 23 clusters Score -2.333254e+08 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 36945 members 
Mstep: Class 3 contains 538169 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 32799 members 
Mstep: Class 6 contains 1675 members 
Mstep: Class 7 contains 259697 members 
Mstep: Class 8 contains 12389 members 
Mstep: Class 9 contains 44400 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 32911 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8867 members 
Mstep: Class 14 contains 47045 members 
Mstep: Class 15 contains 1897 members 
Mstep: Class 16 contains 21109 members 
Mstep: Class 17 contains 6238 members 
Mstep: Class 18 contains 204481 members 
Mstep: Class 19 contains 93379 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2564 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233325760.000000 Penalty: 190448.093750
Iteration 134Q: 23 clusters Score -2.333258e+08 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 36954 members 
Mstep: Class 3 contains 538402 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 32867 members 
Mstep: Class 6 contains 1676 members 
Mstep: Class 7 contains 259244 members 
Mstep: Class 8 contains 12402 members 
Mstep: Class 9 contains 44464 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 32898 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8867 members 
Mstep: Class 14 contains 47044 members 
Mstep: Class 15 contains 1898 members 
Mstep: Class 16 contains 21110 members 
Mstep: Class 17 contains 6238 members 
Mstep: Class 18 contains 204579 members 
Mstep: Class 19 contains 93359 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2564 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233325824.000000 Penalty: 190448.093750
Iteration 135Q: 23 clusters Score -2.333258e+08 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 36962 members 
Mstep: Class 3 contains 538599 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 32975 members 
Mstep: Class 6 contains 1676 members 
Mstep: Class 7 contains 258793 members 
Mstep: Class 8 contains 12414 members 
Mstep: Class 9 contains 44508 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 32897 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8869 members 
Mstep: Class 14 contains 47058 members 
Mstep: Class 15 contains 1897 members 
Mstep: Class 16 contains 21111 members 
Mstep: Class 17 contains 6238 members 
Mstep: Class 18 contains 204667 members 
Mstep: Class 19 contains 93333 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2565 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233325584.000000 Penalty: 190448.093750
Iteration 136Q: 23 clusters Score -2.333256e+08 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 36964 members 
Mstep: Class 3 contains 538844 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 33063 members 
Mstep: Class 6 contains 1676 members 
Mstep: Class 7 contains 258291 members 
Mstep: Class 8 contains 12427 members 
Mstep: Class 9 contains 44558 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 32906 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8869 members 
Mstep: Class 14 contains 47053 members 
Mstep: Class 15 contains 1896 members 
Mstep: Class 16 contains 21110 members 
Mstep: Class 17 contains 6238 members 
Mstep: Class 18 contains 204778 members 
Mstep: Class 19 contains 93312 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2567 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233325696.000000 Penalty: 190448.093750
Iteration 137Q: 23 clusters Score -2.333257e+08 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 36963 members 
Mstep: Class 3 contains 539118 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 33193 members 
Mstep: Class 6 contains 1676 members 
Mstep: Class 7 contains 257739 members 
Mstep: Class 8 contains 12440 members 
Mstep: Class 9 contains 44613 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 32923 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8871 members 
Mstep: Class 14 contains 47054 members 
Mstep: Class 15 contains 1898 members 
Mstep: Class 16 contains 21111 members 
Mstep: Class 17 contains 6238 members 
Mstep: Class 18 contains 204855 members 
Mstep: Class 19 contains 93291 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2567 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233325472.000000 Penalty: 190448.093750
Iteration 138Q: 23 clusters Score -2.333255e+08 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 36969 members 
Mstep: Class 3 contains 539347 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 33348 members 
Mstep: Class 6 contains 1677 members 
Mstep: Class 7 contains 257204 members 
Mstep: Class 8 contains 12448 members 
Mstep: Class 9 contains 44673 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 32923 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8874 members 
Mstep: Class 14 contains 47065 members 
Mstep: Class 15 contains 1902 members 
Mstep: Class 16 contains 21112 members 
Mstep: Class 17 contains 6237 members 
Mstep: Class 18 contains 204938 members 
Mstep: Class 19 contains 93270 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2564 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233325312.000000 Penalty: 190448.093750
Iteration 139Q: 23 clusters Score -2.333253e+08 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 36977 members 
Mstep: Class 3 contains 539637 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 33471 members 
Mstep: Class 6 contains 1676 members 
Mstep: Class 7 contains 256678 members 
Mstep: Class 8 contains 12451 members 
Mstep: Class 9 contains 44744 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 32930 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8878 members 
Mstep: Class 14 contains 47060 members 
Mstep: Class 15 contains 1904 members 
Mstep: Class 16 contains 21113 members 
Mstep: Class 17 contains 6238 members 
Mstep: Class 18 contains 204992 members 
Mstep: Class 19 contains 93243 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2564 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233325216.000000 Penalty: 190448.093750
Iteration 140F: 23 clusters Score -2.333252e+08 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 36977 members 
Mstep: Class 3 contains 539866 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 33600 members 
Mstep: Class 6 contains 1677 members 
Mstep: Class 7 contains 256204 members 
Mstep: Class 8 contains 12450 members 
Mstep: Class 9 contains 44814 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 32932 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8881 members 
Mstep: Class 14 contains 47060 members 
Mstep: Class 15 contains 1904 members 
Mstep: Class 16 contains 21112 members 
Mstep: Class 17 contains 6238 members 
Mstep: Class 18 contains 205052 members 
Mstep: Class 19 contains 93226 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2564 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233324976.000000 Penalty: 190448.093750
Iteration 141Q: 23 clusters Score -2.33325e+08 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 36986 members 
Mstep: Class 3 contains 540057 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 33721 members 
Mstep: Class 6 contains 1676 members 
Mstep: Class 7 contains 255760 members 
Mstep: Class 8 contains 12452 members 
Mstep: Class 9 contains 44861 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 32937 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8884 members 
Mstep: Class 14 contains 47058 members 
Mstep: Class 15 contains 1905 members 
Mstep: Class 16 contains 21113 members 
Mstep: Class 17 contains 6238 members 
Mstep: Class 18 contains 205140 members 
Mstep: Class 19 contains 93212 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2562 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233325056.000000 Penalty: 190448.093750
Iteration 142Q: 23 clusters Score -2.333251e+08 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 36989 members 
Mstep: Class 3 contains 540260 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 33833 members 
Mstep: Class 6 contains 1677 members 
Mstep: Class 7 contains 255325 members 
Mstep: Class 8 contains 12455 members 
Mstep: Class 9 contains 44905 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 32947 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8888 members 
Mstep: Class 14 contains 47061 members 
Mstep: Class 15 contains 1906 members 
Mstep: Class 16 contains 21113 members 
Mstep: Class 17 contains 6238 members 
Mstep: Class 18 contains 205210 members 
Mstep: Class 19 contains 93189 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2564 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233325456.000000 Penalty: 190448.093750
Iteration 143Q: 23 clusters Score -2.333255e+08 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 36997 members 
Mstep: Class 3 contains 540449 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 33930 members 
Mstep: Class 6 contains 1676 members 
Mstep: Class 7 contains 254928 members 
Mstep: Class 8 contains 12459 members 
Mstep: Class 9 contains 44945 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 32967 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8893 members 
Mstep: Class 14 contains 47061 members 
Mstep: Class 15 contains 1906 members 
Mstep: Class 16 contains 21113 members 
Mstep: Class 17 contains 6237 members 
Mstep: Class 18 contains 205270 members 
Mstep: Class 19 contains 93176 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2561 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233325584.000000 Penalty: 190448.093750
Iteration 144Q: 23 clusters Score -2.333256e+08 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23434 members 
Mstep: Class 2 contains 37001 members 
Mstep: Class 3 contains 540639 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 34033 members 
Mstep: Class 6 contains 1675 members 
Mstep: Class 7 contains 254561 members 
Mstep: Class 8 contains 12464 members 
Mstep: Class 9 contains 44986 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 32986 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8895 members 
Mstep: Class 14 contains 47067 members 
Mstep: Class 15 contains 1907 members 
Mstep: Class 16 contains 21115 members 
Mstep: Class 17 contains 6237 members 
Mstep: Class 18 contains 205295 members 
Mstep: Class 19 contains 93159 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2560 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233325552.000000 Penalty: 190448.093750
Iteration 145Q: 23 clusters Score -2.333256e+08 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23434 members 
Mstep: Class 2 contains 37017 members 
Mstep: Class 3 contains 540768 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 34123 members 
Mstep: Class 6 contains 1674 members 
Mstep: Class 7 contains 254236 members 
Mstep: Class 8 contains 12465 members 
Mstep: Class 9 contains 45028 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 32996 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8897 members 
Mstep: Class 14 contains 47067 members 
Mstep: Class 15 contains 1908 members 
Mstep: Class 16 contains 21116 members 
Mstep: Class 17 contains 6237 members 
Mstep: Class 18 contains 205345 members 
Mstep: Class 19 contains 93143 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2560 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233325760.000000 Penalty: 190448.093750
Iteration 146Q: 23 clusters Score -2.333258e+08 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 37028 members 
Mstep: Class 3 contains 540911 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 34244 members 
Mstep: Class 6 contains 1674 members 
Mstep: Class 7 contains 253886 members 
Mstep: Class 8 contains 12472 members 
Mstep: Class 9 contains 45067 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33007 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8900 members 
Mstep: Class 14 contains 47070 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 21116 members 
Mstep: Class 17 contains 6237 members 
Mstep: Class 18 contains 205376 members 
Mstep: Class 19 contains 93129 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2560 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326032.000000 Penalty: 190448.093750
Iteration 147Q: 23 clusters Score -2.33326e+08 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 37047 members 
Mstep: Class 3 contains 541080 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 34340 members 
Mstep: Class 6 contains 1674 members 
Mstep: Class 7 contains 253524 members 
Mstep: Class 8 contains 12480 members 
Mstep: Class 9 contains 45095 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33035 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8901 members 
Mstep: Class 14 contains 47069 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 21116 members 
Mstep: Class 17 contains 6237 members 
Mstep: Class 18 contains 205408 members 
Mstep: Class 19 contains 93107 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2558 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233325808.000000 Penalty: 190448.093750
Iteration 148Q: 23 clusters Score -2.333258e+08 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23440 members 
Mstep: Class 2 contains 37056 members 
Mstep: Class 3 contains 541221 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 34425 members 
Mstep: Class 6 contains 1674 members 
Mstep: Class 7 contains 253217 members 
Mstep: Class 8 contains 12483 members 
Mstep: Class 9 contains 45121 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33044 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8904 members 
Mstep: Class 14 contains 47075 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 21115 members 
Mstep: Class 17 contains 6237 members 
Mstep: Class 18 contains 205446 members 
Mstep: Class 19 contains 93090 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2556 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326096.000000 Penalty: 190448.093750
Iteration 149Q: 23 clusters Score -2.333261e+08 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 37061 members 
Mstep: Class 3 contains 541314 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 34503 members 
Mstep: Class 6 contains 1674 members 
Mstep: Class 7 contains 252955 members 
Mstep: Class 8 contains 12485 members 
Mstep: Class 9 contains 45166 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33059 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8906 members 
Mstep: Class 14 contains 47069 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 21115 members 
Mstep: Class 17 contains 6237 members 
Mstep: Class 18 contains 205473 members 
Mstep: Class 19 contains 93088 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2555 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326096.000000 Penalty: 190448.093750
Iteration 150Q: 23 clusters Score -2.333261e+08 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 37062 members 
Mstep: Class 3 contains 541398 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 34585 members 
Mstep: Class 6 contains 1674 members 
Mstep: Class 7 contains 252727 members 
Mstep: Class 8 contains 12482 members 
Mstep: Class 9 contains 45197 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33072 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8908 members 
Mstep: Class 14 contains 47077 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 21115 members 
Mstep: Class 17 contains 6237 members 
Mstep: Class 18 contains 205487 members 
Mstep: Class 19 contains 93085 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2556 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233325840.000000 Penalty: 190448.093750
Iteration 151Q: 23 clusters Score -2.333258e+08 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 37071 members 
Mstep: Class 3 contains 541457 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 34665 members 
Mstep: Class 6 contains 1675 members 
Mstep: Class 7 contains 252522 members 
Mstep: Class 8 contains 12485 members 
Mstep: Class 9 contains 45232 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33083 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8909 members 
Mstep: Class 14 contains 47088 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 21115 members 
Mstep: Class 17 contains 6237 members 
Mstep: Class 18 contains 205484 members 
Mstep: Class 19 contains 93083 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2555 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233325520.000000 Penalty: 190448.093750
Iteration 152Q: 23 clusters Score -2.333255e+08 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 37079 members 
Mstep: Class 3 contains 541482 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 34739 members 
Mstep: Class 6 contains 1674 members 
Mstep: Class 7 contains 252356 members 
Mstep: Class 8 contains 12489 members 
Mstep: Class 9 contains 45262 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33093 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8910 members 
Mstep: Class 14 contains 47093 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 21115 members 
Mstep: Class 17 contains 6237 members 
Mstep: Class 18 contains 205495 members 
Mstep: Class 19 contains 93080 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2553 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233325536.000000 Penalty: 190448.093750
Iteration 153Q: 23 clusters Score -2.333255e+08 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 37094 members 
Mstep: Class 3 contains 541492 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 34800 members 
Mstep: Class 6 contains 1674 members 
Mstep: Class 7 contains 252212 members 
Mstep: Class 8 contains 12494 members 
Mstep: Class 9 contains 45287 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33109 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8913 members 
Mstep: Class 14 contains 47095 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 21115 members 
Mstep: Class 17 contains 6237 members 
Mstep: Class 18 contains 205506 members 
Mstep: Class 19 contains 93070 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2551 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233325904.000000 Penalty: 190448.093750
Iteration 154Q: 23 clusters Score -2.333259e+08 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 37103 members 
Mstep: Class 3 contains 541523 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 34870 members 
Mstep: Class 6 contains 1674 members 
Mstep: Class 7 contains 252076 members 
Mstep: Class 8 contains 12491 members 
Mstep: Class 9 contains 45313 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33117 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8914 members 
Mstep: Class 14 contains 47100 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 21115 members 
Mstep: Class 17 contains 6237 members 
Mstep: Class 18 contains 205500 members 
Mstep: Class 19 contains 93068 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2549 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233325952.000000 Penalty: 190448.093750
Iteration 155Q: 23 clusters Score -2.33326e+08 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 37106 members 
Mstep: Class 3 contains 541548 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 34925 members 
Mstep: Class 6 contains 1674 members 
Mstep: Class 7 contains 251968 members 
Mstep: Class 8 contains 12503 members 
Mstep: Class 9 contains 45332 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33127 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8916 members 
Mstep: Class 14 contains 47106 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 21114 members 
Mstep: Class 17 contains 6237 members 
Mstep: Class 18 contains 205485 members 
Mstep: Class 19 contains 93063 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2548 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233325984.000000 Penalty: 190448.093750
Iteration 156Q: 23 clusters Score -2.33326e+08 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 37110 members 
Mstep: Class 3 contains 541602 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 34978 members 
Mstep: Class 6 contains 1675 members 
Mstep: Class 7 contains 251840 members 
Mstep: Class 8 contains 12500 members 
Mstep: Class 9 contains 45346 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33137 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8919 members 
Mstep: Class 14 contains 47104 members 
Mstep: Class 15 contains 1911 members 
Mstep: Class 16 contains 21115 members 
Mstep: Class 17 contains 6237 members 
Mstep: Class 18 contains 205488 members 
Mstep: Class 19 contains 93054 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2549 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326272.000000 Penalty: 190448.093750
Iteration 157Q: 23 clusters Score -2.333263e+08 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 37112 members 
Mstep: Class 3 contains 541636 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 35032 members 
Mstep: Class 6 contains 1676 members 
Mstep: Class 7 contains 251738 members 
Mstep: Class 8 contains 12499 members 
Mstep: Class 9 contains 45366 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33140 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8922 members 
Mstep: Class 14 contains 47105 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 21115 members 
Mstep: Class 17 contains 6237 members 
Mstep: Class 18 contains 205486 members 
Mstep: Class 19 contains 93045 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2549 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326144.000000 Penalty: 190448.093750
Iteration 158Q: 23 clusters Score -2.333261e+08 nChanged 568
Entering ConstructFrom: 
Score: -233326144.000000 Penalty: 190448.093750
Entering ConstructFrom: 
Trying to split cluster 1 (23445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Entering Unmasked Estep 
Score: -4089861.750000 Penalty: 6163.227539
	Iteration 0F: 2 clusters Score -4089862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -4071178.000000 Penalty: 12326.455078
	Iteration 0F: 3 clusters Score -4071178 nChanged 9710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -4076262.500000 Penalty: 12326.455078
	Iteration 1F: 3 clusters Score -4076262 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -4076898.750000 Penalty: 12326.455078
	Iteration 2F: 3 clusters Score -4076899 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -4077280.250000 Penalty: 12326.455078
	Iteration 3Q: 3 clusters Score -4077280 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -4077536.250000 Penalty: 12326.455078
	Iteration 4Q: 3 clusters Score -4077536 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -4077691.750000 Penalty: 12326.455078
	Iteration 5Q: 3 clusters Score -4077692 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -4077846.000000 Penalty: 12326.455078
	Iteration 6Q: 3 clusters Score -4077846 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -4077947.500000 Penalty: 12326.455078
	Iteration 7Q: 3 clusters Score -4077948 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -4078072.500000 Penalty: 12326.455078
	Iteration 8Q: 3 clusters Score -4078072 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -4078179.250000 Penalty: 12326.455078
	Iteration 9Q: 3 clusters Score -4078179 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -4078263.000000 Penalty: 12326.455078
	Iteration 10Q: 3 clusters Score -4078263 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -4078342.500000 Penalty: 12326.455078
	Iteration 11Q: 3 clusters Score -4078342 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -4078408.750000 Penalty: 12326.455078
	Iteration 12Q: 3 clusters Score -4078409 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -4078474.500000 Penalty: 12326.455078
	Iteration 13Q: 3 clusters Score -4078474 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -4078543.750000 Penalty: 12326.455078
	Iteration 14Q: 3 clusters Score -4078544 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -4078633.500000 Penalty: 12326.455078
	Iteration 15Q: 3 clusters Score -4078634 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -4078735.500000 Penalty: 12326.455078
	Iteration 16Q: 3 clusters Score -4078736 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -4078846.500000 Penalty: 12326.455078
	Iteration 17Q: 3 clusters Score -4078846 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -4078952.500000 Penalty: 12326.455078
	Iteration 18Q: 3 clusters Score -4078952 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -4079104.250000 Penalty: 12326.455078
	Iteration 19Q: 3 clusters Score -4079104 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -4079295.000000 Penalty: 12326.455078
	Iteration 20F: 3 clusters Score -4079295 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -4079531.750000 Penalty: 12326.455078
	Iteration 21Q: 3 clusters Score -4079532 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -4079872.500000 Penalty: 12326.455078
	Iteration 22Q: 3 clusters Score -4079872 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -4080262.250000 Penalty: 12326.455078
	Iteration 23Q: 3 clusters Score -4080262 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -4080754.750000 Penalty: 12326.455078
	Iteration 24Q: 3 clusters Score -4080755 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -4081306.250000 Penalty: 12326.455078
	Iteration 25Q: 3 clusters Score -4081306 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -4081856.000000 Penalty: 12326.455078
	Iteration 26Q: 3 clusters Score -4081856 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
Score: -4082398.250000 Penalty: 12326.455078
	Iteration 27Q: 3 clusters Score -4082398 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -4082878.500000 Penalty: 12326.455078
	Iteration 28Q: 3 clusters Score -4082878 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -4083304.000000 Penalty: 12326.455078
	Iteration 29Q: 3 clusters Score -4083304 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -4083604.000000 Penalty: 12326.455078
	Iteration 30Q: 3 clusters Score -4083604 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -4083852.750000 Penalty: 12326.455078
	Iteration 31Q: 3 clusters Score -4083853 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -4084014.750000 Penalty: 12326.455078
	Iteration 32Q: 3 clusters Score -4084015 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
Score: -4084115.250000 Penalty: 12326.455078
	Iteration 33Q: 3 clusters Score -4084115 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 22302 members 
Entering Unmasked Estep 
Score: -4084197.000000 Penalty: 12326.455078
	Iteration 34Q: 3 clusters Score -4084197 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -4084252.500000 Penalty: 12326.455078
	Iteration 35Q: 3 clusters Score -4084252 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 22422 members 
Entering Unmasked Estep 
Score: -4084319.000000 Penalty: 12326.455078
	Iteration 36Q: 3 clusters Score -4084319 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
Score: -4084359.250000 Penalty: 12326.455078
	Iteration 37Q: 3 clusters Score -4084359 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 22489 members 
Entering Unmasked Estep 
Score: -4084397.750000 Penalty: 12326.455078
	Iteration 38Q: 3 clusters Score -4084398 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -4084431.250000 Penalty: 12326.455078
	Iteration 39Q: 3 clusters Score -4084431 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -4084451.000000 Penalty: 12326.455078
	Iteration 40F: 3 clusters Score -4084451 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -4084473.500000 Penalty: 12326.455078
	Iteration 41Q: 3 clusters Score -4084474 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -4084483.250000 Penalty: 12326.455078
	Iteration 42Q: 3 clusters Score -4084483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -4084489.000000 Penalty: 12326.455078
	Iteration 43Q: 3 clusters Score -4084489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -4084500.750000 Penalty: 12326.455078
	Iteration 44Q: 3 clusters Score -4084501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 22579 members 
Entering Unmasked Estep 
Score: -4084506.250000 Penalty: 12326.455078
	Iteration 45Q: 3 clusters Score -4084506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -4084510.250000 Penalty: 12326.455078
	Iteration 46Q: 3 clusters Score -4084510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -4084511.250000 Penalty: 12326.455078
	Iteration 47Q: 3 clusters Score -4084511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -4084513.250000 Penalty: 12326.455078
	Iteration 48Q: 3 clusters Score -4084513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -4084532.500000 Penalty: 12326.455078
	Iteration 49Q: 3 clusters Score -4084532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -4084532.500000 Penalty: 12326.455078
	Iteration 50Q: 3 clusters Score -4084532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -4084534.000000 Penalty: 12326.455078
	Iteration 51Q: 3 clusters Score -4084534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -4084539.000000 Penalty: 12326.455078
	Iteration 52Q: 3 clusters Score -4084539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -4084545.500000 Penalty: 12326.455078
	Iteration 53Q: 3 clusters Score -4084546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -4084544.750000 Penalty: 12326.455078
	Iteration 54Q: 3 clusters Score -4084545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -4084544.750000 Penalty: 12326.455078
	Iteration 55F: 3 clusters Score -4084545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (37117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37117 members 
Entering Unmasked Estep 
Score: -6263396.000000 Penalty: 6444.621094
	Iteration 0F: 2 clusters Score -6263396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -6236063.500000 Penalty: 12889.242188
	Iteration 0F: 3 clusters Score -6236064 nChanged 15935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -6244477.500000 Penalty: 12889.242188
	Iteration 1F: 3 clusters Score -6244478 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -6245271.500000 Penalty: 12889.242188
	Iteration 2F: 3 clusters Score -6245272 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -6245767.000000 Penalty: 12889.242188
	Iteration 3Q: 3 clusters Score -6245767 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -6246182.500000 Penalty: 12889.242188
	Iteration 4Q: 3 clusters Score -6246182 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -6246509.500000 Penalty: 12889.242188
	Iteration 5Q: 3 clusters Score -6246510 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -6246832.000000 Penalty: 12889.242188
	Iteration 6Q: 3 clusters Score -6246832 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -6247011.500000 Penalty: 12889.242188
	Iteration 7Q: 3 clusters Score -6247012 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -6247206.000000 Penalty: 12889.242188
	Iteration 8Q: 3 clusters Score -6247206 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -6247413.500000 Penalty: 12889.242188
	Iteration 9Q: 3 clusters Score -6247414 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -6247588.500000 Penalty: 12889.242188
	Iteration 10Q: 3 clusters Score -6247588 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -6247813.500000 Penalty: 12889.242188
	Iteration 11Q: 3 clusters Score -6247814 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -6248054.500000 Penalty: 12889.242188
	Iteration 12Q: 3 clusters Score -6248054 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -6248358.500000 Penalty: 12889.242188
	Iteration 13Q: 3 clusters Score -6248358 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 22372 members 
Entering Unmasked Estep 
Score: -6248687.000000 Penalty: 12889.242188
	Iteration 14Q: 3 clusters Score -6248687 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -6249096.500000 Penalty: 12889.242188
	Iteration 15Q: 3 clusters Score -6249096 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -6249610.000000 Penalty: 12889.242188
	Iteration 16Q: 3 clusters Score -6249610 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -6250288.500000 Penalty: 12889.242188
	Iteration 17Q: 3 clusters Score -6250288 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 26791 members 
Entering Unmasked Estep 
Score: -6251155.000000 Penalty: 12889.242188
	Iteration 18Q: 3 clusters Score -6251155 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 28173 members 
Entering Unmasked Estep 
Score: -6251977.000000 Penalty: 12889.242188
	Iteration 19Q: 3 clusters Score -6251977 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 29525 members 
Entering Unmasked Estep 
Score: -6252902.000000 Penalty: 12889.242188
	Iteration 20F: 3 clusters Score -6252902 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 30851 members 
Entering Unmasked Estep 
Score: -6253779.000000 Penalty: 12889.242188
	Iteration 21Q: 3 clusters Score -6253779 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 31988 members 
Entering Unmasked Estep 
Score: -6254513.500000 Penalty: 12889.242188
	Iteration 22Q: 3 clusters Score -6254514 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 32965 members 
Entering Unmasked Estep 
Score: -6255215.000000 Penalty: 12889.242188
	Iteration 23Q: 3 clusters Score -6255215 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 33791 members 
Entering Unmasked Estep 
Score: -6255855.000000 Penalty: 12889.242188
	Iteration 24Q: 3 clusters Score -6255855 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 34466 members 
Entering Unmasked Estep 
Score: -6256387.000000 Penalty: 12889.242188
	Iteration 25Q: 3 clusters Score -6256387 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 34983 members 
Entering Unmasked Estep 
Score: -6256806.500000 Penalty: 12889.242188
	Iteration 26Q: 3 clusters Score -6256806 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 35348 members 
Entering Unmasked Estep 
Score: -6257106.500000 Penalty: 12889.242188
	Iteration 27Q: 3 clusters Score -6257106 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 35605 members 
Entering Unmasked Estep 
Score: -6257320.000000 Penalty: 12889.242188
	Iteration 28Q: 3 clusters Score -6257320 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 35770 members 
Entering Unmasked Estep 
Score: -6257468.000000 Penalty: 12889.242188
	Iteration 29Q: 3 clusters Score -6257468 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 35879 members 
Entering Unmasked Estep 
Score: -6257567.500000 Penalty: 12889.242188
	Iteration 30Q: 3 clusters Score -6257568 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 35967 members 
Entering Unmasked Estep 
Score: -6257652.000000 Penalty: 12889.242188
	Iteration 31Q: 3 clusters Score -6257652 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 36018 members 
Entering Unmasked Estep 
Score: -6257701.500000 Penalty: 12889.242188
	Iteration 32Q: 3 clusters Score -6257702 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 36063 members 
Entering Unmasked Estep 
Score: -6257753.000000 Penalty: 12889.242188
	Iteration 33Q: 3 clusters Score -6257753 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 36091 members 
Entering Unmasked Estep 
Score: -6257799.500000 Penalty: 12889.242188
	Iteration 34Q: 3 clusters Score -6257800 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 36108 members 
Entering Unmasked Estep 
Score: -6257832.000000 Penalty: 12889.242188
	Iteration 35Q: 3 clusters Score -6257832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 36120 members 
Entering Unmasked Estep 
Score: -6257832.500000 Penalty: 12889.242188
	Iteration 36Q: 3 clusters Score -6257832 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 36139 members 
Entering Unmasked Estep 
Score: -6257842.500000 Penalty: 12889.242188
	Iteration 37Q: 3 clusters Score -6257842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 36146 members 
Entering Unmasked Estep 
Score: -6257856.500000 Penalty: 12889.242188
	Iteration 38Q: 3 clusters Score -6257856 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 36163 members 
Entering Unmasked Estep 
Score: -6257876.000000 Penalty: 12889.242188
	Iteration 39Q: 3 clusters Score -6257876 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 36180 members 
Entering Unmasked Estep 
Score: -6257897.000000 Penalty: 12889.242188
	Iteration 40F: 3 clusters Score -6257897 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 36196 members 
Entering Unmasked Estep 
Score: -6257913.000000 Penalty: 12889.242188
	Iteration 41Q: 3 clusters Score -6257913 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 36208 members 
Entering Unmasked Estep 
Score: -6257917.500000 Penalty: 12889.242188
	Iteration 42Q: 3 clusters Score -6257918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 36217 members 
Entering Unmasked Estep 
Score: -6257927.500000 Penalty: 12889.242188
	Iteration 43Q: 3 clusters Score -6257928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 36221 members 
Entering Unmasked Estep 
Score: -6257928.000000 Penalty: 12889.242188
	Iteration 44Q: 3 clusters Score -6257928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 36230 members 
Entering Unmasked Estep 
Score: -6257931.500000 Penalty: 12889.242188
	Iteration 45Q: 3 clusters Score -6257932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 36234 members 
Entering Unmasked Estep 
Score: -6257938.000000 Penalty: 12889.242188
	Iteration 46Q: 3 clusters Score -6257938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 36236 members 
Entering Unmasked Estep 
Score: -6257943.500000 Penalty: 12889.242188
	Iteration 47Q: 3 clusters Score -6257944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 36237 members 
Entering Unmasked Estep 
Score: -6257936.000000 Penalty: 12889.242188
	Iteration 48Q: 3 clusters Score -6257936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 36240 members 
Entering Unmasked Estep 
Score: -6257946.000000 Penalty: 12889.242188
	Iteration 49Q: 3 clusters Score -6257946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 36239 members 
Entering Unmasked Estep 
Score: -6257945.500000 Penalty: 12889.242188
	Iteration 50Q: 3 clusters Score -6257946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 36239 members 
Entering Unmasked Estep 
Score: -6257945.500000 Penalty: 12889.242188
	Iteration 51F: 3 clusters Score -6257946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (541688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541688 members 
Entering Unmasked Estep 
Score: -92932160.000000 Penalty: 8086.497559
	Iteration 0F: 2 clusters Score -9.293216e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270837 members 
Mstep: Class 2 contains 270851 members 
Entering Unmasked Estep 
Score: -92606200.000000 Penalty: 16172.995117
	Iteration 0F: 3 clusters Score -9.26062e+07 nChanged 260810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269585 members 
Mstep: Class 2 contains 272103 members 
Entering Unmasked Estep 
Score: -92759312.000000 Penalty: 16172.995117
	Iteration 1F: 3 clusters Score -9.275931e+07 nChanged 12599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268508 members 
Mstep: Class 2 contains 273180 members 
Entering Unmasked Estep 
Score: -92761088.000000 Penalty: 16172.995117
	Iteration 2Q: 3 clusters Score -9.276109e+07 nChanged 12840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266764 members 
Mstep: Class 2 contains 274924 members 
Entering Unmasked Estep 
Score: -92763720.000000 Penalty: 16172.995117
	Iteration 3Q: 3 clusters Score -9.276372e+07 nChanged 13528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263956 members 
Mstep: Class 2 contains 277732 members 
Entering Unmasked Estep 
Score: -92766968.000000 Penalty: 16172.995117
	Iteration 4Q: 3 clusters Score -9.276697e+07 nChanged 14582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259662 members 
Mstep: Class 2 contains 282026 members 
Entering Unmasked Estep 
Score: -92769008.000000 Penalty: 16172.995117
	Iteration 5Q: 3 clusters Score -9.276901e+07 nChanged 16497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253195 members 
Mstep: Class 2 contains 288493 members 
Entering Unmasked Estep 
Score: -92772984.000000 Penalty: 16172.995117
	Iteration 6Q: 3 clusters Score -9.277298e+07 nChanged 19069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243564 members 
Mstep: Class 2 contains 298124 members 
Entering Unmasked Estep 
Score: -92779448.000000 Penalty: 16172.995117
	Iteration 7Q: 3 clusters Score -9.277945e+07 nChanged 22834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229610 members 
Mstep: Class 2 contains 312078 members 
Entering Unmasked Estep 
Score: -92788952.000000 Penalty: 16172.995117
	Iteration 8Q: 3 clusters Score -9.278895e+07 nChanged 27245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210815 members 
Mstep: Class 2 contains 330873 members 
Entering Unmasked Estep 
Score: -92802784.000000 Penalty: 16172.995117
	Iteration 9F: 3 clusters Score -9.280278e+07 nChanged 31272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187209 members 
Mstep: Class 2 contains 354479 members 
Entering Unmasked Estep 
Score: -92822136.000000 Penalty: 16172.995117
	Iteration 10F: 3 clusters Score -9.282214e+07 nChanged 33825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160102 members 
Mstep: Class 2 contains 381586 members 
Entering Unmasked Estep 
Score: -92846024.000000 Penalty: 16172.995117
	Iteration 11F: 3 clusters Score -9.284602e+07 nChanged 31999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133895 members 
Mstep: Class 2 contains 407793 members 
Entering Unmasked Estep 
Score: -92871600.000000 Penalty: 16172.995117
	Iteration 12F: 3 clusters Score -9.28716e+07 nChanged 27157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111200 members 
Mstep: Class 2 contains 430488 members 
Entering Unmasked Estep 
Score: -92891880.000000 Penalty: 16172.995117
	Iteration 13F: 3 clusters Score -9.289188e+07 nChanged 21991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91397 members 
Mstep: Class 2 contains 450291 members 
Entering Unmasked Estep 
Score: -92905040.000000 Penalty: 16172.995117
	Iteration 14Q: 3 clusters Score -9.290504e+07 nChanged 18983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72760 members 
Mstep: Class 2 contains 468928 members 
Entering Unmasked Estep 
Score: -92912432.000000 Penalty: 16172.995117
	Iteration 15Q: 3 clusters Score -9.291243e+07 nChanged 17777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55007 members 
Mstep: Class 2 contains 486681 members 
Entering Unmasked Estep 
Score: -92916904.000000 Penalty: 16172.995117
	Iteration 16Q: 3 clusters Score -9.29169e+07 nChanged 15484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39527 members 
Mstep: Class 2 contains 502161 members 
Entering Unmasked Estep 
Score: -92919760.000000 Penalty: 16172.995117
	Iteration 17Q: 3 clusters Score -9.291976e+07 nChanged 12581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26948 members 
Mstep: Class 2 contains 514740 members 
Entering Unmasked Estep 
Score: -92921304.000000 Penalty: 16172.995117
	Iteration 18Q: 3 clusters Score -9.29213e+07 nChanged 9786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 524524 members 
Entering Unmasked Estep 
Score: -92923600.000000 Penalty: 16172.995117
	Iteration 19Q: 3 clusters Score -9.29236e+07 nChanged 6838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 531362 members 
Entering Unmasked Estep 
Score: -92924376.000000 Penalty: 16172.995117
	Iteration 20F: 3 clusters Score -9.292438e+07 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 535871 members 
Entering Unmasked Estep 
Score: -92924832.000000 Penalty: 16172.995117
	Iteration 21Q: 3 clusters Score -9.292483e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 538435 members 
Entering Unmasked Estep 
Score: -92925184.000000 Penalty: 16172.995117
	Iteration 22Q: 3 clusters Score -9.292518e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 539626 members 
Entering Unmasked Estep 
Score: -92925496.000000 Penalty: 16172.995117
	Iteration 23Q: 3 clusters Score -9.29255e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 540167 members 
Entering Unmasked Estep 
Score: -92925848.000000 Penalty: 16172.995117
	Iteration 24Q: 3 clusters Score -9.292585e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 540426 members 
Entering Unmasked Estep 
Score: -92925856.000000 Penalty: 16172.995117
	Iteration 25Q: 3 clusters Score -9.292586e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 540551 members 
Entering Unmasked Estep 
Score: -92925784.000000 Penalty: 16172.995117
	Iteration 26Q: 3 clusters Score -9.292578e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 540621 members 
Entering Unmasked Estep 
Score: -92925824.000000 Penalty: 16172.995117
	Iteration 27Q: 3 clusters Score -9.292582e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 540657 members 
Entering Unmasked Estep 
Score: -92925808.000000 Penalty: 16172.995117
	Iteration 28Q: 3 clusters Score -9.292581e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 540672 members 
Entering Unmasked Estep 
Score: -92925712.000000 Penalty: 16172.995117
	Iteration 29Q: 3 clusters Score -9.292571e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 540696 members 
Entering Unmasked Estep 
Score: -92925720.000000 Penalty: 16172.995117
	Iteration 30Q: 3 clusters Score -9.292572e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 540713 members 
Entering Unmasked Estep 
Score: -92925720.000000 Penalty: 16172.995117
	Iteration 31Q: 3 clusters Score -9.292572e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 540729 members 
Entering Unmasked Estep 
Score: -92925688.000000 Penalty: 16172.995117
	Iteration 32Q: 3 clusters Score -9.292569e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 540737 members 
Entering Unmasked Estep 
Score: -92925728.000000 Penalty: 16172.995117
	Iteration 33Q: 3 clusters Score -9.292573e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 540744 members 
Entering Unmasked Estep 
Score: -92925720.000000 Penalty: 16172.995117
	Iteration 34Q: 3 clusters Score -9.292572e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 540751 members 
Entering Unmasked Estep 
Score: -92925752.000000 Penalty: 16172.995117
	Iteration 35Q: 3 clusters Score -9.292575e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 540756 members 
Entering Unmasked Estep 
Score: -92925808.000000 Penalty: 16172.995117
	Iteration 36Q: 3 clusters Score -9.292581e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 540760 members 
Entering Unmasked Estep 
Score: -92925792.000000 Penalty: 16172.995117
	Iteration 37Q: 3 clusters Score -9.292579e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 540764 members 
Entering Unmasked Estep 
Score: -92925752.000000 Penalty: 16172.995117
	Iteration 38Q: 3 clusters Score -9.292575e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 540766 members 
Entering Unmasked Estep 
Score: -92925808.000000 Penalty: 16172.995117
	Iteration 39Q: 3 clusters Score -9.292581e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 540767 members 
Entering Unmasked Estep 
Score: -92925784.000000 Penalty: 16172.995117
	Iteration 40F: 3 clusters Score -9.292578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 540766 members 
Entering Unmasked Estep 
Score: -92925768.000000 Penalty: 16172.995117
	Iteration 41Q: 3 clusters Score -9.292577e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 540767 members 
Entering Unmasked Estep 
Score: -92925776.000000 Penalty: 16172.995117
	Iteration 42Q: 3 clusters Score -9.292578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 540766 members 
Entering Unmasked Estep 
Score: -92925800.000000 Penalty: 16172.995117
	Iteration 43Q: 3 clusters Score -9.29258e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 540765 members 
Entering Unmasked Estep 
Score: -92925784.000000 Penalty: 16172.995117
	Iteration 44Q: 3 clusters Score -9.292578e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 540766 members 
Entering Unmasked Estep 
Score: -92925808.000000 Penalty: 16172.995117
	Iteration 45Q: 3 clusters Score -9.292581e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 540766 members 
Entering Unmasked Estep 
Score: -92925808.000000 Penalty: 16172.995117
	Iteration 46Q: 3 clusters Score -9.292581e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 540768 members 
Entering Unmasked Estep 
Score: -92925776.000000 Penalty: 16172.995117
	Iteration 47Q: 3 clusters Score -9.292578e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 540768 members 
Entering Unmasked Estep 
Score: -92925816.000000 Penalty: 16172.995117
	Iteration 48Q: 3 clusters Score -9.292582e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 540769 members 
Entering Unmasked Estep 
Score: -92925800.000000 Penalty: 16172.995117
	Iteration 49Q: 3 clusters Score -9.29258e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 540768 members 
Entering Unmasked Estep 
Score: -92925800.000000 Penalty: 16172.995117
	Iteration 50Q: 3 clusters Score -9.29258e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 540769 members 
Entering Unmasked Estep 
Score: -92925784.000000 Penalty: 16172.995117
	Iteration 51Q: 3 clusters Score -9.292578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 540770 members 
Entering Unmasked Estep 
Score: -92925760.000000 Penalty: 16172.995117
	Iteration 52Q: 3 clusters Score -9.292576e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 540771 members 
Entering Unmasked Estep 
Score: -92925776.000000 Penalty: 16172.995117
	Iteration 53Q: 3 clusters Score -9.292578e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 540772 members 
Entering Unmasked Estep 
Score: -92925792.000000 Penalty: 16172.995117
	Iteration 54Q: 3 clusters Score -9.292579e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 540771 members 
Entering Unmasked Estep 
Score: -92925792.000000 Penalty: 16172.995117
	Iteration 55Q: 3 clusters Score -9.292579e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 540770 members 
Entering Unmasked Estep 
Score: -92925824.000000 Penalty: 16172.995117
	Iteration 56Q: 3 clusters Score -9.292582e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 540768 members 
Entering Unmasked Estep 
Score: -92925824.000000 Penalty: 16172.995117
	Iteration 57Q: 3 clusters Score -9.292582e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 540766 members 
Entering Unmasked Estep 
Score: -92925904.000000 Penalty: 16172.995117
	Iteration 58Q: 3 clusters Score -9.29259e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 540767 members 
Entering Unmasked Estep 
Score: -92925840.000000 Penalty: 16172.995117
	Iteration 59Q: 3 clusters Score -9.292584e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 540770 members 
Entering Unmasked Estep 
Score: -92925872.000000 Penalty: 16172.995117
	Iteration 60F: 3 clusters Score -9.292587e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 540772 members 
Entering Unmasked Estep 
Score: -92925864.000000 Penalty: 16172.995117
	Iteration 61Q: 3 clusters Score -9.292586e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 540774 members 
Entering Unmasked Estep 
Score: -92925808.000000 Penalty: 16172.995117
	Iteration 62Q: 3 clusters Score -9.292581e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 540774 members 
Entering Unmasked Estep 
Score: -92925816.000000 Penalty: 16172.995117
	Iteration 63Q: 3 clusters Score -9.292582e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 540774 members 
Entering Unmasked Estep 
Score: -92925816.000000 Penalty: 16172.995117
	Iteration 64F: 3 clusters Score -9.292582e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Entering Unmasked Estep 
Score: -256687.062500 Penalty: 4520.024414
	Iteration 0F: 2 clusters Score -256687.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -252002.437500 Penalty: 9040.048828
	Iteration 0F: 3 clusters Score -252002.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -252722.312500 Penalty: 9040.048828
	Iteration 1F: 3 clusters Score -252722.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -253003.609375 Penalty: 9040.048828
	Iteration 2F: 3 clusters Score -253003.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -253202.296875 Penalty: 9040.048828
	Iteration 3Q: 3 clusters Score -253202.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -253300.187500 Penalty: 9040.048828
	Iteration 4Q: 3 clusters Score -253300.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -253356.609375 Penalty: 9040.048828
	Iteration 5Q: 3 clusters Score -253356.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -253405.031250 Penalty: 9040.048828
	Iteration 6Q: 3 clusters Score -253405 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -253437.953125 Penalty: 9040.048828
	Iteration 7Q: 3 clusters Score -253438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -253464.187500 Penalty: 9040.048828
	Iteration 8Q: 3 clusters Score -253464.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -253498.984375 Penalty: 9040.048828
	Iteration 9Q: 3 clusters Score -253499 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -253524.578125 Penalty: 9040.048828
	Iteration 10Q: 3 clusters Score -253524.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -253544.328125 Penalty: 9040.048828
	Iteration 11Q: 3 clusters Score -253544.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -253558.734375 Penalty: 9040.048828
	Iteration 12Q: 3 clusters Score -253558.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -253576.187500 Penalty: 9040.048828
	Iteration 13Q: 3 clusters Score -253576.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -253588.093750 Penalty: 9040.048828
	Iteration 14Q: 3 clusters Score -253588.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -253605.125000 Penalty: 9040.048828
	Iteration 15Q: 3 clusters Score -253605.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -253627.218750 Penalty: 9040.048828
	Iteration 16Q: 3 clusters Score -253627.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -253644.859375 Penalty: 9040.048828
	Iteration 17Q: 3 clusters Score -253644.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -253656.250000 Penalty: 9040.048828
	Iteration 18Q: 3 clusters Score -253656.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -253660.218750 Penalty: 9040.048828
	Iteration 19Q: 3 clusters Score -253660.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -253666.875000 Penalty: 9040.048828
	Iteration 20F: 3 clusters Score -253666.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -253670.359375 Penalty: 9040.048828
	Iteration 21Q: 3 clusters Score -253670.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -253683.453125 Penalty: 9040.048828
	Iteration 22Q: 3 clusters Score -253683.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -253693.078125 Penalty: 9040.048828
	Iteration 23Q: 3 clusters Score -253693.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -253700.468750 Penalty: 9040.048828
	Iteration 24Q: 3 clusters Score -253700.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -253707.781250 Penalty: 9040.048828
	Iteration 25Q: 3 clusters Score -253707.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -253711.937500 Penalty: 9040.048828
	Iteration 26Q: 3 clusters Score -253711.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -253714.437500 Penalty: 9040.048828
	Iteration 27Q: 3 clusters Score -253714.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -253717.687500 Penalty: 9040.048828
	Iteration 28Q: 3 clusters Score -253717.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -253726.640625 Penalty: 9040.048828
	Iteration 29Q: 3 clusters Score -253726.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -253732.468750 Penalty: 9040.048828
	Iteration 30Q: 3 clusters Score -253732.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -253734.609375 Penalty: 9040.048828
	Iteration 31Q: 3 clusters Score -253734.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -253745.281250 Penalty: 9040.048828
	Iteration 32Q: 3 clusters Score -253745.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -253751.468750 Penalty: 9040.048828
	Iteration 33Q: 3 clusters Score -253751.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -253757.593750 Penalty: 9040.048828
	Iteration 34Q: 3 clusters Score -253757.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -253762.671875 Penalty: 9040.048828
	Iteration 35Q: 3 clusters Score -253762.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -253769.843750 Penalty: 9040.048828
	Iteration 36Q: 3 clusters Score -253769.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -253771.515625 Penalty: 9040.048828
	Iteration 37Q: 3 clusters Score -253771.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -253773.781250 Penalty: 9040.048828
	Iteration 38Q: 3 clusters Score -253773.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -253774.640625 Penalty: 9040.048828
	Iteration 39Q: 3 clusters Score -253774.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -253775.984375 Penalty: 9040.048828
	Iteration 40F: 3 clusters Score -253776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -253778.765625 Penalty: 9040.048828
	Iteration 41Q: 3 clusters Score -253778.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -253778.765625 Penalty: 9040.048828
	Iteration 42F: 3 clusters Score -253778.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (35106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35106 members 
Entering Unmasked Estep 
Score: -6143301.000000 Penalty: 6410.502930
	Iteration 0F: 2 clusters Score -6143301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -6117298.500000 Penalty: 12821.005859
	Iteration 0F: 3 clusters Score -6117298 nChanged 14887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -6125070.000000 Penalty: 12821.005859
	Iteration 1F: 3 clusters Score -6125070 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -6125751.000000 Penalty: 12821.005859
	Iteration 2F: 3 clusters Score -6125751 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -6126264.500000 Penalty: 12821.005859
	Iteration 3Q: 3 clusters Score -6126264 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -6126635.500000 Penalty: 12821.005859
	Iteration 4Q: 3 clusters Score -6126636 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -6126985.000000 Penalty: 12821.005859
	Iteration 5Q: 3 clusters Score -6126985 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -6127310.500000 Penalty: 12821.005859
	Iteration 6Q: 3 clusters Score -6127310 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -6127696.000000 Penalty: 12821.005859
	Iteration 7Q: 3 clusters Score -6127696 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -6128021.000000 Penalty: 12821.005859
	Iteration 8Q: 3 clusters Score -6128021 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -6128517.000000 Penalty: 12821.005859
	Iteration 9Q: 3 clusters Score -6128517 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -6129071.500000 Penalty: 12821.005859
	Iteration 10Q: 3 clusters Score -6129072 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -6129847.500000 Penalty: 12821.005859
	Iteration 11Q: 3 clusters Score -6129848 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -6130860.000000 Penalty: 12821.005859
	Iteration 12Q: 3 clusters Score -6130860 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27558 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -6132084.500000 Penalty: 12821.005859
	Iteration 13Q: 3 clusters Score -6132084 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29218 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -6133446.000000 Penalty: 12821.005859
	Iteration 14Q: 3 clusters Score -6133446 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30698 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -6134717.000000 Penalty: 12821.005859
	Iteration 15Q: 3 clusters Score -6134717 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31870 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -6135792.500000 Penalty: 12821.005859
	Iteration 16Q: 3 clusters Score -6135792 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32639 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -6136537.500000 Penalty: 12821.005859
	Iteration 17Q: 3 clusters Score -6136538 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33079 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -6136939.500000 Penalty: 12821.005859
	Iteration 18Q: 3 clusters Score -6136940 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33376 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -6137211.000000 Penalty: 12821.005859
	Iteration 19Q: 3 clusters Score -6137211 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33564 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -6137424.500000 Penalty: 12821.005859
	Iteration 20F: 3 clusters Score -6137424 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33699 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -6137568.000000 Penalty: 12821.005859
	Iteration 21Q: 3 clusters Score -6137568 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33791 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -6137658.500000 Penalty: 12821.005859
	Iteration 22Q: 3 clusters Score -6137658 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33849 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -6137710.000000 Penalty: 12821.005859
	Iteration 23Q: 3 clusters Score -6137710 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33884 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -6137745.500000 Penalty: 12821.005859
	Iteration 24Q: 3 clusters Score -6137746 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33912 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -6137783.500000 Penalty: 12821.005859
	Iteration 25Q: 3 clusters Score -6137784 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33932 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -6137810.500000 Penalty: 12821.005859
	Iteration 26Q: 3 clusters Score -6137810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33940 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -6137819.500000 Penalty: 12821.005859
	Iteration 27Q: 3 clusters Score -6137820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33948 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -6137833.000000 Penalty: 12821.005859
	Iteration 28Q: 3 clusters Score -6137833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33953 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -6137827.500000 Penalty: 12821.005859
	Iteration 29Q: 3 clusters Score -6137828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33956 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -6137830.000000 Penalty: 12821.005859
	Iteration 30Q: 3 clusters Score -6137830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33959 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -6137839.500000 Penalty: 12821.005859
	Iteration 31Q: 3 clusters Score -6137840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33962 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -6137830.000000 Penalty: 12821.005859
	Iteration 32Q: 3 clusters Score -6137830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33966 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -6137826.500000 Penalty: 12821.005859
	Iteration 33Q: 3 clusters Score -6137826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33971 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -6137831.500000 Penalty: 12821.005859
	Iteration 34Q: 3 clusters Score -6137832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33974 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -6137834.000000 Penalty: 12821.005859
	Iteration 35Q: 3 clusters Score -6137834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33974 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -6137834.000000 Penalty: 12821.005859
	Iteration 36F: 3 clusters Score -6137834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Entering Unmasked Estep 
Score: -259128.578125 Penalty: 4546.569824
	Iteration 0F: 2 clusters Score -259128.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -254493.718750 Penalty: 9093.139648
	Iteration 0F: 3 clusters Score -254493.7 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -255147.281250 Penalty: 9093.139648
	Iteration 1F: 3 clusters Score -255147.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -255375.203125 Penalty: 9093.139648
	Iteration 2F: 3 clusters Score -255375.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -255546.390625 Penalty: 9093.139648
	Iteration 3Q: 3 clusters Score -255546.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -255701.781250 Penalty: 9093.139648
	Iteration 4Q: 3 clusters Score -255701.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -255862.281250 Penalty: 9093.139648
	Iteration 5Q: 3 clusters Score -255862.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -256044.046875 Penalty: 9093.139648
	Iteration 6Q: 3 clusters Score -256044 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -256187.734375 Penalty: 9093.139648
	Iteration 7Q: 3 clusters Score -256187.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -256323.203125 Penalty: 9093.139648
	Iteration 8Q: 3 clusters Score -256323.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -256490.968750 Penalty: 9093.139648
	Iteration 9Q: 3 clusters Score -256491 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -256631.593750 Penalty: 9093.139648
	Iteration 10Q: 3 clusters Score -256631.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -256735.765625 Penalty: 9093.139648
	Iteration 11Q: 3 clusters Score -256735.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -256810.515625 Penalty: 9093.139648
	Iteration 12Q: 3 clusters Score -256810.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -256888.671875 Penalty: 9093.139648
	Iteration 13Q: 3 clusters Score -256888.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -256954.281250 Penalty: 9093.139648
	Iteration 14Q: 3 clusters Score -256954.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -257031.859375 Penalty: 9093.139648
	Iteration 15Q: 3 clusters Score -257031.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -257078.078125 Penalty: 9093.139648
	Iteration 16Q: 3 clusters Score -257078.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -257112.640625 Penalty: 9093.139648
	Iteration 17Q: 3 clusters Score -257112.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -257140.328125 Penalty: 9093.139648
	Iteration 18Q: 3 clusters Score -257140.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -257173.906250 Penalty: 9093.139648
	Iteration 19Q: 3 clusters Score -257173.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -257191.500000 Penalty: 9093.139648
	Iteration 20F: 3 clusters Score -257191.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -257202.812500 Penalty: 9093.139648
	Iteration 21Q: 3 clusters Score -257202.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -257205.468750 Penalty: 9093.139648
	Iteration 22Q: 3 clusters Score -257205.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -257208.546875 Penalty: 9093.139648
	Iteration 23Q: 3 clusters Score -257208.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -257213.781250 Penalty: 9093.139648
	Iteration 24Q: 3 clusters Score -257213.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -257227.312500 Penalty: 9093.139648
	Iteration 25Q: 3 clusters Score -257227.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -257240.343750 Penalty: 9093.139648
	Iteration 26Q: 3 clusters Score -257240.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -257248.593750 Penalty: 9093.139648
	Iteration 27Q: 3 clusters Score -257248.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -257257.218750 Penalty: 9093.139648
	Iteration 28Q: 3 clusters Score -257257.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -257270.312500 Penalty: 9093.139648
	Iteration 29Q: 3 clusters Score -257270.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -257276.187500 Penalty: 9093.139648
	Iteration 30Q: 3 clusters Score -257276.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -257280.765625 Penalty: 9093.139648
	Iteration 31Q: 3 clusters Score -257280.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -257285.281250 Penalty: 9093.139648
	Iteration 32Q: 3 clusters Score -257285.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -257291.875000 Penalty: 9093.139648
	Iteration 33Q: 3 clusters Score -257291.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -257297.906250 Penalty: 9093.139648
	Iteration 34Q: 3 clusters Score -257297.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -257304.500000 Penalty: 9093.139648
	Iteration 35Q: 3 clusters Score -257304.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -257306.640625 Penalty: 9093.139648
	Iteration 36Q: 3 clusters Score -257306.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -257309.625000 Penalty: 9093.139648
	Iteration 37Q: 3 clusters Score -257309.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -257314.265625 Penalty: 9093.139648
	Iteration 38Q: 3 clusters Score -257314.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -257316.218750 Penalty: 9093.139648
	Iteration 39Q: 3 clusters Score -257316.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -257316.218750 Penalty: 9093.139648
	Iteration 40F: 3 clusters Score -257316.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (251590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251590 members 
Entering Unmasked Estep 
Score: -43325948.000000 Penalty: 7616.778320
	Iteration 0F: 2 clusters Score -4.332595e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125869 members 
Mstep: Class 2 contains 125721 members 
Entering Unmasked Estep 
Score: -43159780.000000 Penalty: 15233.556641
	Iteration 0F: 3 clusters Score -4.315978e+07 nChanged 119138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126799 members 
Mstep: Class 2 contains 124791 members 
Entering Unmasked Estep 
Score: -43227424.000000 Penalty: 15233.556641
	Iteration 1F: 3 clusters Score -4.322742e+07 nChanged 7482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127641 members 
Mstep: Class 2 contains 123949 members 
Entering Unmasked Estep 
Score: -43229104.000000 Penalty: 15233.556641
	Iteration 2Q: 3 clusters Score -4.32291e+07 nChanged 7304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128869 members 
Mstep: Class 2 contains 122721 members 
Entering Unmasked Estep 
Score: -43230560.000000 Penalty: 15233.556641
	Iteration 3Q: 3 clusters Score -4.323056e+07 nChanged 7230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130707 members 
Mstep: Class 2 contains 120883 members 
Entering Unmasked Estep 
Score: -43232236.000000 Penalty: 15233.556641
	Iteration 4Q: 3 clusters Score -4.323224e+07 nChanged 7808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133287 members 
Mstep: Class 2 contains 118303 members 
Entering Unmasked Estep 
Score: -43234412.000000 Penalty: 15233.556641
	Iteration 5Q: 3 clusters Score -4.323441e+07 nChanged 8984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137037 members 
Mstep: Class 2 contains 114553 members 
Entering Unmasked Estep 
Score: -43237588.000000 Penalty: 15233.556641
	Iteration 6Q: 3 clusters Score -4.323759e+07 nChanged 10494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142279 members 
Mstep: Class 2 contains 109311 members 
Entering Unmasked Estep 
Score: -43241984.000000 Penalty: 15233.556641
	Iteration 7Q: 3 clusters Score -4.324198e+07 nChanged 12206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149497 members 
Mstep: Class 2 contains 102093 members 
Entering Unmasked Estep 
Score: -43248096.000000 Penalty: 15233.556641
	Iteration 8Q: 3 clusters Score -4.32481e+07 nChanged 14116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158817 members 
Mstep: Class 2 contains 92773 members 
Entering Unmasked Estep 
Score: -43256308.000000 Penalty: 15233.556641
	Iteration 9F: 3 clusters Score -4.325631e+07 nChanged 15457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169930 members 
Mstep: Class 2 contains 81660 members 
Entering Unmasked Estep 
Score: -43265920.000000 Penalty: 15233.556641
	Iteration 10F: 3 clusters Score -4.326592e+07 nChanged 15287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181581 members 
Mstep: Class 2 contains 70009 members 
Entering Unmasked Estep 
Score: -43276620.000000 Penalty: 15233.556641
	Iteration 11F: 3 clusters Score -4.327662e+07 nChanged 13941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192720 members 
Mstep: Class 2 contains 58870 members 
Entering Unmasked Estep 
Score: -43287124.000000 Penalty: 15233.556641
	Iteration 12F: 3 clusters Score -4.328712e+07 nChanged 11877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202381 members 
Mstep: Class 2 contains 49209 members 
Entering Unmasked Estep 
Score: -43295400.000000 Penalty: 15233.556641
	Iteration 13Q: 3 clusters Score -4.32954e+07 nChanged 9325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209948 members 
Mstep: Class 2 contains 41642 members 
Entering Unmasked Estep 
Score: -43301296.000000 Penalty: 15233.556641
	Iteration 14Q: 3 clusters Score -4.33013e+07 nChanged 7144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216008 members 
Mstep: Class 2 contains 35582 members 
Entering Unmasked Estep 
Score: -43305508.000000 Penalty: 15233.556641
	Iteration 15Q: 3 clusters Score -4.330551e+07 nChanged 5453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220899 members 
Mstep: Class 2 contains 30691 members 
Entering Unmasked Estep 
Score: -43308232.000000 Penalty: 15233.556641
	Iteration 16Q: 3 clusters Score -4.330823e+07 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225129 members 
Mstep: Class 2 contains 26461 members 
Entering Unmasked Estep 
Score: -43310184.000000 Penalty: 15233.556641
	Iteration 17Q: 3 clusters Score -4.331018e+07 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228831 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -43311552.000000 Penalty: 15233.556641
	Iteration 18Q: 3 clusters Score -4.331155e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231965 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -43312876.000000 Penalty: 15233.556641
	Iteration 19Q: 3 clusters Score -4.331288e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234759 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -43313968.000000 Penalty: 15233.556641
	Iteration 20F: 3 clusters Score -4.331397e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237199 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -43314864.000000 Penalty: 15233.556641
	Iteration 21Q: 3 clusters Score -4.331486e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239309 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -43315852.000000 Penalty: 15233.556641
	Iteration 22Q: 3 clusters Score -4.331585e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241081 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -43316568.000000 Penalty: 15233.556641
	Iteration 23Q: 3 clusters Score -4.331657e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242554 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -43317188.000000 Penalty: 15233.556641
	Iteration 24Q: 3 clusters Score -4.331719e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243773 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -43317628.000000 Penalty: 15233.556641
	Iteration 25Q: 3 clusters Score -4.331763e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244803 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -43318028.000000 Penalty: 15233.556641
	Iteration 26Q: 3 clusters Score -4.331803e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245654 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -43318416.000000 Penalty: 15233.556641
	Iteration 27Q: 3 clusters Score -4.331842e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246338 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -43318724.000000 Penalty: 15233.556641
	Iteration 28Q: 3 clusters Score -4.331872e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246875 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -43318976.000000 Penalty: 15233.556641
	Iteration 29Q: 3 clusters Score -4.331898e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247284 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -43319184.000000 Penalty: 15233.556641
	Iteration 30Q: 3 clusters Score -4.331918e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247601 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -43319428.000000 Penalty: 15233.556641
	Iteration 31Q: 3 clusters Score -4.331943e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247872 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -43319596.000000 Penalty: 15233.556641
	Iteration 32Q: 3 clusters Score -4.33196e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248081 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -43319764.000000 Penalty: 15233.556641
	Iteration 33Q: 3 clusters Score -4.331976e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248268 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -43319960.000000 Penalty: 15233.556641
	Iteration 34Q: 3 clusters Score -4.331996e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248402 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -43320036.000000 Penalty: 15233.556641
	Iteration 35Q: 3 clusters Score -4.332004e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248498 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -43320124.000000 Penalty: 15233.556641
	Iteration 36Q: 3 clusters Score -4.332012e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248558 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -43320208.000000 Penalty: 15233.556641
	Iteration 37Q: 3 clusters Score -4.332021e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248599 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -43320268.000000 Penalty: 15233.556641
	Iteration 38Q: 3 clusters Score -4.332027e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248641 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -43320288.000000 Penalty: 15233.556641
	Iteration 39Q: 3 clusters Score -4.332029e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248669 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -43320320.000000 Penalty: 15233.556641
	Iteration 40F: 3 clusters Score -4.332032e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248684 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -43320336.000000 Penalty: 15233.556641
	Iteration 41Q: 3 clusters Score -4.332034e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248707 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -43320328.000000 Penalty: 15233.556641
	Iteration 42Q: 3 clusters Score -4.332033e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248716 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -43320360.000000 Penalty: 15233.556641
	Iteration 43Q: 3 clusters Score -4.332036e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248725 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -43320344.000000 Penalty: 15233.556641
	Iteration 44Q: 3 clusters Score -4.332034e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248732 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -43320388.000000 Penalty: 15233.556641
	Iteration 45Q: 3 clusters Score -4.332039e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248744 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -43320392.000000 Penalty: 15233.556641
	Iteration 46Q: 3 clusters Score -4.332039e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248759 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -43320408.000000 Penalty: 15233.556641
	Iteration 47Q: 3 clusters Score -4.332041e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248771 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -43320384.000000 Penalty: 15233.556641
	Iteration 48Q: 3 clusters Score -4.332038e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248777 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -43320412.000000 Penalty: 15233.556641
	Iteration 49Q: 3 clusters Score -4.332041e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248788 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -43320400.000000 Penalty: 15233.556641
	Iteration 50Q: 3 clusters Score -4.33204e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248793 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -43320384.000000 Penalty: 15233.556641
	Iteration 51Q: 3 clusters Score -4.332038e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248802 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -43320400.000000 Penalty: 15233.556641
	Iteration 52Q: 3 clusters Score -4.33204e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248814 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -43320408.000000 Penalty: 15233.556641
	Iteration 53Q: 3 clusters Score -4.332041e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248823 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -43320376.000000 Penalty: 15233.556641
	Iteration 54Q: 3 clusters Score -4.332038e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248833 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -43320392.000000 Penalty: 15233.556641
	Iteration 55Q: 3 clusters Score -4.332039e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248839 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -43320392.000000 Penalty: 15233.556641
	Iteration 56Q: 3 clusters Score -4.332039e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248845 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -43320360.000000 Penalty: 15233.556641
	Iteration 57Q: 3 clusters Score -4.332036e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248843 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -43320372.000000 Penalty: 15233.556641
	Iteration 58Q: 3 clusters Score -4.332037e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248849 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -43320380.000000 Penalty: 15233.556641
	Iteration 59Q: 3 clusters Score -4.332038e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248852 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -43320412.000000 Penalty: 15233.556641
	Iteration 60F: 3 clusters Score -4.332041e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248857 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -43320396.000000 Penalty: 15233.556641
	Iteration 61Q: 3 clusters Score -4.33204e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248866 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -43320396.000000 Penalty: 15233.556641
	Iteration 62Q: 3 clusters Score -4.33204e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248861 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -43320388.000000 Penalty: 15233.556641
	Iteration 63Q: 3 clusters Score -4.332039e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248860 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -43320372.000000 Penalty: 15233.556641
	Iteration 64Q: 3 clusters Score -4.332037e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248862 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -43320360.000000 Penalty: 15233.556641
	Iteration 65Q: 3 clusters Score -4.332036e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248860 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -43320360.000000 Penalty: 15233.556641
	Iteration 66Q: 3 clusters Score -4.332036e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248861 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -43320384.000000 Penalty: 15233.556641
	Iteration 67Q: 3 clusters Score -4.332038e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248862 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -43320384.000000 Penalty: 15233.556641
	Iteration 68Q: 3 clusters Score -4.332038e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248862 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -43320384.000000 Penalty: 15233.556641
	Iteration 69F: 3 clusters Score -4.332038e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Entering Unmasked Estep 
Score: -2187277.500000 Penalty: 5778.008789
	Iteration 0F: 2 clusters Score -2187278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -2175438.250000 Penalty: 11556.017578
	Iteration 0F: 3 clusters Score -2175438 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -2177996.500000 Penalty: 11556.017578
	Iteration 1F: 3 clusters Score -2177996 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -2178476.500000 Penalty: 11556.017578
	Iteration 2F: 3 clusters Score -2178476 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -2178735.000000 Penalty: 11556.017578
	Iteration 3Q: 3 clusters Score -2178735 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -2178908.500000 Penalty: 11556.017578
	Iteration 4Q: 3 clusters Score -2178908 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -2179036.750000 Penalty: 11556.017578
	Iteration 5Q: 3 clusters Score -2179037 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -2179136.500000 Penalty: 11556.017578
	Iteration 6Q: 3 clusters Score -2179136 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -2179224.000000 Penalty: 11556.017578
	Iteration 7Q: 3 clusters Score -2179224 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -2179284.500000 Penalty: 11556.017578
	Iteration 8Q: 3 clusters Score -2179284 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -2179331.250000 Penalty: 11556.017578
	Iteration 9Q: 3 clusters Score -2179331 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -2179361.750000 Penalty: 11556.017578
	Iteration 10Q: 3 clusters Score -2179362 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -2179392.500000 Penalty: 11556.017578
	Iteration 11Q: 3 clusters Score -2179392 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -2179427.750000 Penalty: 11556.017578
	Iteration 12Q: 3 clusters Score -2179428 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -2179474.750000 Penalty: 11556.017578
	Iteration 13Q: 3 clusters Score -2179475 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -2179504.000000 Penalty: 11556.017578
	Iteration 14Q: 3 clusters Score -2179504 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -2179536.000000 Penalty: 11556.017578
	Iteration 15Q: 3 clusters Score -2179536 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -2179558.000000 Penalty: 11556.017578
	Iteration 16Q: 3 clusters Score -2179558 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -2179587.250000 Penalty: 11556.017578
	Iteration 17Q: 3 clusters Score -2179587 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -2179608.750000 Penalty: 11556.017578
	Iteration 18Q: 3 clusters Score -2179609 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -2179625.000000 Penalty: 11556.017578
	Iteration 19Q: 3 clusters Score -2179625 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -2179636.000000 Penalty: 11556.017578
	Iteration 20F: 3 clusters Score -2179636 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -2179655.250000 Penalty: 11556.017578
	Iteration 21Q: 3 clusters Score -2179655 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -2179673.250000 Penalty: 11556.017578
	Iteration 22Q: 3 clusters Score -2179673 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -2179692.500000 Penalty: 11556.017578
	Iteration 23Q: 3 clusters Score -2179692 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -2179704.500000 Penalty: 11556.017578
	Iteration 24Q: 3 clusters Score -2179704 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -2179732.250000 Penalty: 11556.017578
	Iteration 25Q: 3 clusters Score -2179732 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -2179743.000000 Penalty: 11556.017578
	Iteration 26Q: 3 clusters Score -2179743 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -2179761.750000 Penalty: 11556.017578
	Iteration 27Q: 3 clusters Score -2179762 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -2179779.500000 Penalty: 11556.017578
	Iteration 28Q: 3 clusters Score -2179780 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -2179808.500000 Penalty: 11556.017578
	Iteration 29Q: 3 clusters Score -2179808 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -2179830.000000 Penalty: 11556.017578
	Iteration 30Q: 3 clusters Score -2179830 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -2179851.250000 Penalty: 11556.017578
	Iteration 31Q: 3 clusters Score -2179851 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -2179879.250000 Penalty: 11556.017578
	Iteration 32Q: 3 clusters Score -2179879 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -2179906.000000 Penalty: 11556.017578
	Iteration 33Q: 3 clusters Score -2179906 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -2179919.750000 Penalty: 11556.017578
	Iteration 34Q: 3 clusters Score -2179920 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -2179951.000000 Penalty: 11556.017578
	Iteration 35Q: 3 clusters Score -2179951 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -2179967.000000 Penalty: 11556.017578
	Iteration 36Q: 3 clusters Score -2179967 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -2180003.750000 Penalty: 11556.017578
	Iteration 37Q: 3 clusters Score -2180004 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -2180023.000000 Penalty: 11556.017578
	Iteration 38Q: 3 clusters Score -2180023 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -2180046.500000 Penalty: 11556.017578
	Iteration 39Q: 3 clusters Score -2180046 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -2180064.250000 Penalty: 11556.017578
	Iteration 40F: 3 clusters Score -2180064 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -2180087.000000 Penalty: 11556.017578
	Iteration 41Q: 3 clusters Score -2180087 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -2180109.750000 Penalty: 11556.017578
	Iteration 42Q: 3 clusters Score -2180110 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -2180132.000000 Penalty: 11556.017578
	Iteration 43Q: 3 clusters Score -2180132 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -2180160.000000 Penalty: 11556.017578
	Iteration 44Q: 3 clusters Score -2180160 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -2180182.750000 Penalty: 11556.017578
	Iteration 45Q: 3 clusters Score -2180183 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -2180217.500000 Penalty: 11556.017578
	Iteration 46Q: 3 clusters Score -2180218 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -2180248.750000 Penalty: 11556.017578
	Iteration 47Q: 3 clusters Score -2180249 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -2180286.750000 Penalty: 11556.017578
	Iteration 48Q: 3 clusters Score -2180287 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -2180327.000000 Penalty: 11556.017578
	Iteration 49Q: 3 clusters Score -2180327 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -2180373.000000 Penalty: 11556.017578
	Iteration 50Q: 3 clusters Score -2180373 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -2180432.500000 Penalty: 11556.017578
	Iteration 51Q: 3 clusters Score -2180432 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -2180482.500000 Penalty: 11556.017578
	Iteration 52Q: 3 clusters Score -2180482 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -2180549.500000 Penalty: 11556.017578
	Iteration 53Q: 3 clusters Score -2180550 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -2180616.000000 Penalty: 11556.017578
	Iteration 54Q: 3 clusters Score -2180616 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -2180688.250000 Penalty: 11556.017578
	Iteration 55Q: 3 clusters Score -2180688 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -2180764.500000 Penalty: 11556.017578
	Iteration 56Q: 3 clusters Score -2180764 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -2180838.500000 Penalty: 11556.017578
	Iteration 57Q: 3 clusters Score -2180838 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -2180919.500000 Penalty: 11556.017578
	Iteration 58Q: 3 clusters Score -2180920 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -2181000.000000 Penalty: 11556.017578
	Iteration 59Q: 3 clusters Score -2181000 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -2181087.250000 Penalty: 11556.017578
	Iteration 60F: 3 clusters Score -2181087 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -2181158.750000 Penalty: 11556.017578
	Iteration 61Q: 3 clusters Score -2181159 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -2181242.000000 Penalty: 11556.017578
	Iteration 62Q: 3 clusters Score -2181242 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -2181327.750000 Penalty: 11556.017578
	Iteration 63Q: 3 clusters Score -2181328 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -2181425.750000 Penalty: 11556.017578
	Iteration 64Q: 3 clusters Score -2181426 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -2181507.500000 Penalty: 11556.017578
	Iteration 65Q: 3 clusters Score -2181508 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -2181581.500000 Penalty: 11556.017578
	Iteration 66Q: 3 clusters Score -2181582 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -2181624.500000 Penalty: 11556.017578
	Iteration 67Q: 3 clusters Score -2181624 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -2181673.750000 Penalty: 11556.017578
	Iteration 68Q: 3 clusters Score -2181674 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -2181725.000000 Penalty: 11556.017578
	Iteration 69Q: 3 clusters Score -2181725 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -2181785.750000 Penalty: 11556.017578
	Iteration 70Q: 3 clusters Score -2181786 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -2181851.500000 Penalty: 11556.017578
	Iteration 71Q: 3 clusters Score -2181852 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -2181897.750000 Penalty: 11556.017578
	Iteration 72Q: 3 clusters Score -2181898 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -2181931.500000 Penalty: 11556.017578
	Iteration 73Q: 3 clusters Score -2181932 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -2181963.250000 Penalty: 11556.017578
	Iteration 74Q: 3 clusters Score -2181963 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -2181992.000000 Penalty: 11556.017578
	Iteration 75Q: 3 clusters Score -2181992 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -2182011.500000 Penalty: 11556.017578
	Iteration 76Q: 3 clusters Score -2182012 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -2182030.750000 Penalty: 11556.017578
	Iteration 77Q: 3 clusters Score -2182031 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -2182050.250000 Penalty: 11556.017578
	Iteration 78Q: 3 clusters Score -2182050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -2182064.000000 Penalty: 11556.017578
	Iteration 79Q: 3 clusters Score -2182064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -2182079.250000 Penalty: 11556.017578
	Iteration 80F: 3 clusters Score -2182079 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -2182086.250000 Penalty: 11556.017578
	Iteration 81Q: 3 clusters Score -2182086 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -2182098.250000 Penalty: 11556.017578
	Iteration 82Q: 3 clusters Score -2182098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -2182105.000000 Penalty: 11556.017578
	Iteration 83Q: 3 clusters Score -2182105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -2182115.750000 Penalty: 11556.017578
	Iteration 84Q: 3 clusters Score -2182116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -2182118.500000 Penalty: 11556.017578
	Iteration 85Q: 3 clusters Score -2182118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -2182126.500000 Penalty: 11556.017578
	Iteration 86Q: 3 clusters Score -2182126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -2182129.250000 Penalty: 11556.017578
	Iteration 87Q: 3 clusters Score -2182129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -2182128.000000 Penalty: 11556.017578
	Iteration 88Q: 3 clusters Score -2182128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -2182126.750000 Penalty: 11556.017578
	Iteration 89Q: 3 clusters Score -2182127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -2182133.250000 Penalty: 11556.017578
	Iteration 90Q: 3 clusters Score -2182133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -2182145.000000 Penalty: 11556.017578
	Iteration 91Q: 3 clusters Score -2182145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -2182145.250000 Penalty: 11556.017578
	Iteration 92Q: 3 clusters Score -2182145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -2182145.000000 Penalty: 11556.017578
	Iteration 93Q: 3 clusters Score -2182145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -2182147.500000 Penalty: 11556.017578
	Iteration 94Q: 3 clusters Score -2182148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -2182145.500000 Penalty: 11556.017578
	Iteration 95Q: 3 clusters Score -2182146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -2182145.500000 Penalty: 11556.017578
	Iteration 96F: 3 clusters Score -2182146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (45380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45380 members 
Entering Unmasked Estep 
Score: -7889053.000000 Penalty: 6567.731445
	Iteration 0F: 2 clusters Score -7889053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -7856379.500000 Penalty: 13135.462891
	Iteration 0F: 3 clusters Score -7856380 nChanged 19574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 22504 members 
Entering Unmasked Estep 
Score: -7866715.000000 Penalty: 13135.462891
	Iteration 1F: 3 clusters Score -7866715 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -7867430.000000 Penalty: 13135.462891
	Iteration 2F: 3 clusters Score -7867430 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -7868032.000000 Penalty: 13135.462891
	Iteration 3Q: 3 clusters Score -7868032 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -7868506.500000 Penalty: 13135.462891
	Iteration 4Q: 3 clusters Score -7868506 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -7868935.500000 Penalty: 13135.462891
	Iteration 5Q: 3 clusters Score -7868936 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -7869400.500000 Penalty: 13135.462891
	Iteration 6Q: 3 clusters Score -7869400 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -7870067.500000 Penalty: 13135.462891
	Iteration 7Q: 3 clusters Score -7870068 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -7870852.500000 Penalty: 13135.462891
	Iteration 8Q: 3 clusters Score -7870852 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -7871683.000000 Penalty: 13135.462891
	Iteration 9Q: 3 clusters Score -7871683 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22606 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -7872631.500000 Penalty: 13135.462891
	Iteration 10Q: 3 clusters Score -7872632 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -7873596.500000 Penalty: 13135.462891
	Iteration 11Q: 3 clusters Score -7873596 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -7874604.000000 Penalty: 13135.462891
	Iteration 12Q: 3 clusters Score -7874604 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 24822 members 
Entering Unmasked Estep 
Score: -7875566.000000 Penalty: 13135.462891
	Iteration 13Q: 3 clusters Score -7875566 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
Score: -7876480.000000 Penalty: 13135.462891
	Iteration 14Q: 3 clusters Score -7876480 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 26897 members 
Entering Unmasked Estep 
Score: -7877309.000000 Penalty: 13135.462891
	Iteration 15Q: 3 clusters Score -7877309 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 28033 members 
Entering Unmasked Estep 
Score: -7878107.000000 Penalty: 13135.462891
	Iteration 16Q: 3 clusters Score -7878107 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 29107 members 
Entering Unmasked Estep 
Score: -7878754.500000 Penalty: 13135.462891
	Iteration 17Q: 3 clusters Score -7878754 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 30159 members 
Entering Unmasked Estep 
Score: -7879408.000000 Penalty: 13135.462891
	Iteration 18Q: 3 clusters Score -7879408 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 31188 members 
Entering Unmasked Estep 
Score: -7879975.000000 Penalty: 13135.462891
	Iteration 19Q: 3 clusters Score -7879975 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 32157 members 
Entering Unmasked Estep 
Score: -7880472.500000 Penalty: 13135.462891
	Iteration 20F: 3 clusters Score -7880472 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 33053 members 
Entering Unmasked Estep 
Score: -7880954.000000 Penalty: 13135.462891
	Iteration 21Q: 3 clusters Score -7880954 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 33860 members 
Entering Unmasked Estep 
Score: -7881326.000000 Penalty: 13135.462891
	Iteration 22Q: 3 clusters Score -7881326 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 34615 members 
Entering Unmasked Estep 
Score: -7881694.000000 Penalty: 13135.462891
	Iteration 23Q: 3 clusters Score -7881694 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 35350 members 
Entering Unmasked Estep 
Score: -7882055.500000 Penalty: 13135.462891
	Iteration 24Q: 3 clusters Score -7882056 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 36067 members 
Entering Unmasked Estep 
Score: -7882412.500000 Penalty: 13135.462891
	Iteration 25Q: 3 clusters Score -7882412 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 36732 members 
Entering Unmasked Estep 
Score: -7882679.000000 Penalty: 13135.462891
	Iteration 26Q: 3 clusters Score -7882679 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 37335 members 
Entering Unmasked Estep 
Score: -7882997.500000 Penalty: 13135.462891
	Iteration 27Q: 3 clusters Score -7882998 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 37871 members 
Entering Unmasked Estep 
Score: -7883235.000000 Penalty: 13135.462891
	Iteration 28Q: 3 clusters Score -7883235 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 38356 members 
Entering Unmasked Estep 
Score: -7883456.500000 Penalty: 13135.462891
	Iteration 29Q: 3 clusters Score -7883456 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 38818 members 
Entering Unmasked Estep 
Score: -7883667.000000 Penalty: 13135.462891
	Iteration 30Q: 3 clusters Score -7883667 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 39217 members 
Entering Unmasked Estep 
Score: -7883859.500000 Penalty: 13135.462891
	Iteration 31Q: 3 clusters Score -7883860 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 39557 members 
Entering Unmasked Estep 
Score: -7884000.000000 Penalty: 13135.462891
	Iteration 32Q: 3 clusters Score -7884000 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 39887 members 
Entering Unmasked Estep 
Score: -7884132.500000 Penalty: 13135.462891
	Iteration 33Q: 3 clusters Score -7884132 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 40183 members 
Entering Unmasked Estep 
Score: -7884267.500000 Penalty: 13135.462891
	Iteration 34Q: 3 clusters Score -7884268 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 40413 members 
Entering Unmasked Estep 
Score: -7884335.500000 Penalty: 13135.462891
	Iteration 35Q: 3 clusters Score -7884336 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 40633 members 
Entering Unmasked Estep 
Score: -7884418.500000 Penalty: 13135.462891
	Iteration 36Q: 3 clusters Score -7884418 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 40811 members 
Entering Unmasked Estep 
Score: -7884495.500000 Penalty: 13135.462891
	Iteration 37Q: 3 clusters Score -7884496 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 40972 members 
Entering Unmasked Estep 
Score: -7884538.000000 Penalty: 13135.462891
	Iteration 38Q: 3 clusters Score -7884538 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 41107 members 
Entering Unmasked Estep 
Score: -7884596.000000 Penalty: 13135.462891
	Iteration 39Q: 3 clusters Score -7884596 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 41232 members 
Entering Unmasked Estep 
Score: -7884640.500000 Penalty: 13135.462891
	Iteration 40F: 3 clusters Score -7884640 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 41339 members 
Entering Unmasked Estep 
Score: -7884680.000000 Penalty: 13135.462891
	Iteration 41Q: 3 clusters Score -7884680 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 41429 members 
Entering Unmasked Estep 
Score: -7884707.500000 Penalty: 13135.462891
	Iteration 42Q: 3 clusters Score -7884708 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 41503 members 
Entering Unmasked Estep 
Score: -7884730.500000 Penalty: 13135.462891
	Iteration 43Q: 3 clusters Score -7884730 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 41579 members 
Entering Unmasked Estep 
Score: -7884776.000000 Penalty: 13135.462891
	Iteration 44Q: 3 clusters Score -7884776 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 41663 members 
Entering Unmasked Estep 
Score: -7884793.000000 Penalty: 13135.462891
	Iteration 45Q: 3 clusters Score -7884793 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 41721 members 
Entering Unmasked Estep 
Score: -7884810.500000 Penalty: 13135.462891
	Iteration 46Q: 3 clusters Score -7884810 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 41768 members 
Entering Unmasked Estep 
Score: -7884821.000000 Penalty: 13135.462891
	Iteration 47Q: 3 clusters Score -7884821 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 41818 members 
Entering Unmasked Estep 
Score: -7884813.500000 Penalty: 13135.462891
	Iteration 48Q: 3 clusters Score -7884814 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 41863 members 
Entering Unmasked Estep 
Score: -7884828.500000 Penalty: 13135.462891
	Iteration 49Q: 3 clusters Score -7884828 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 41897 members 
Entering Unmasked Estep 
Score: -7884851.000000 Penalty: 13135.462891
	Iteration 50Q: 3 clusters Score -7884851 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 41915 members 
Entering Unmasked Estep 
Score: -7884851.000000 Penalty: 13135.462891
	Iteration 51Q: 3 clusters Score -7884851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 41921 members 
Entering Unmasked Estep 
Score: -7884856.500000 Penalty: 13135.462891
	Iteration 52Q: 3 clusters Score -7884856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 41925 members 
Entering Unmasked Estep 
Score: -7884851.500000 Penalty: 13135.462891
	Iteration 53Q: 3 clusters Score -7884852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 41929 members 
Entering Unmasked Estep 
Score: -7884871.500000 Penalty: 13135.462891
	Iteration 54Q: 3 clusters Score -7884872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 41935 members 
Entering Unmasked Estep 
Score: -7884853.000000 Penalty: 13135.462891
	Iteration 55Q: 3 clusters Score -7884853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 41940 members 
Entering Unmasked Estep 
Score: -7884857.000000 Penalty: 13135.462891
	Iteration 56Q: 3 clusters Score -7884857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 41942 members 
Entering Unmasked Estep 
Score: -7884863.500000 Penalty: 13135.462891
	Iteration 57Q: 3 clusters Score -7884864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 41945 members 
Entering Unmasked Estep 
Score: -7884872.000000 Penalty: 13135.462891
	Iteration 58Q: 3 clusters Score -7884872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 41946 members 
Entering Unmasked Estep 
Score: -7884866.500000 Penalty: 13135.462891
	Iteration 59Q: 3 clusters Score -7884866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 41946 members 
Entering Unmasked Estep 
Score: -7884866.500000 Penalty: 13135.462891
	Iteration 60F: 3 clusters Score -7884866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Entering Unmasked Estep 
Score: -113960.351562 Penalty: 4082.731201
	Iteration 0F: 2 clusters Score -113960.4 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 385 members 
Entering Unmasked Estep 
Score: -110240.062500 Penalty: 8165.462402
	Iteration 0F: 3 clusters Score -110240.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -110565.617188 Penalty: 8165.462402
	Iteration 1F: 3 clusters Score -110565.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -110671.546875 Penalty: 8165.462402
	Iteration 2Q: 3 clusters Score -110671.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -110700.218750 Penalty: 8165.462402
	Iteration 3Q: 3 clusters Score -110700.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -110708.085938 Penalty: 8165.462402
	Iteration 4Q: 3 clusters Score -110708.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -110712.695312 Penalty: 8165.462402
	Iteration 5Q: 3 clusters Score -110712.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -110712.695312 Penalty: 8165.462402
	Iteration 6F: 3 clusters Score -110712.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (33149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33149 members 
Entering Unmasked Estep 
Score: -5459654.000000 Penalty: 6375.370117
	Iteration 0F: 2 clusters Score -5459654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -5434790.000000 Penalty: 12750.740234
	Iteration 0F: 3 clusters Score -5434790 nChanged 14074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -5442143.000000 Penalty: 12750.740234
	Iteration 1F: 3 clusters Score -5442143 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -5442890.000000 Penalty: 12750.740234
	Iteration 2F: 3 clusters Score -5442890 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -5443454.500000 Penalty: 12750.740234
	Iteration 3Q: 3 clusters Score -5443454 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -5443931.500000 Penalty: 12750.740234
	Iteration 4Q: 3 clusters Score -5443932 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -5444287.000000 Penalty: 12750.740234
	Iteration 5Q: 3 clusters Score -5444287 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -5444634.500000 Penalty: 12750.740234
	Iteration 6Q: 3 clusters Score -5444634 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -5444929.000000 Penalty: 12750.740234
	Iteration 7Q: 3 clusters Score -5444929 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -5445183.500000 Penalty: 12750.740234
	Iteration 8Q: 3 clusters Score -5445184 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -5445417.500000 Penalty: 12750.740234
	Iteration 9Q: 3 clusters Score -5445418 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -5445626.000000 Penalty: 12750.740234
	Iteration 10Q: 3 clusters Score -5445626 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -5445844.500000 Penalty: 12750.740234
	Iteration 11Q: 3 clusters Score -5445844 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -5446040.500000 Penalty: 12750.740234
	Iteration 12Q: 3 clusters Score -5446040 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -5446211.000000 Penalty: 12750.740234
	Iteration 13Q: 3 clusters Score -5446211 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -5446434.500000 Penalty: 12750.740234
	Iteration 14Q: 3 clusters Score -5446434 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -5446644.000000 Penalty: 12750.740234
	Iteration 15Q: 3 clusters Score -5446644 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -5446904.000000 Penalty: 12750.740234
	Iteration 16Q: 3 clusters Score -5446904 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -5447157.000000 Penalty: 12750.740234
	Iteration 17Q: 3 clusters Score -5447157 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 21140 members 
Entering Unmasked Estep 
Score: -5447480.000000 Penalty: 12750.740234
	Iteration 18Q: 3 clusters Score -5447480 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 21902 members 
Entering Unmasked Estep 
Score: -5447903.000000 Penalty: 12750.740234
	Iteration 19Q: 3 clusters Score -5447903 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
Score: -5448346.500000 Penalty: 12750.740234
	Iteration 20F: 3 clusters Score -5448346 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -5448870.000000 Penalty: 12750.740234
	Iteration 21Q: 3 clusters Score -5448870 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -5449455.000000 Penalty: 12750.740234
	Iteration 22Q: 3 clusters Score -5449455 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
Score: -5450103.000000 Penalty: 12750.740234
	Iteration 23Q: 3 clusters Score -5450103 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 26719 members 
Entering Unmasked Estep 
Score: -5450675.000000 Penalty: 12750.740234
	Iteration 24Q: 3 clusters Score -5450675 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 27656 members 
Entering Unmasked Estep 
Score: -5451248.500000 Penalty: 12750.740234
	Iteration 25Q: 3 clusters Score -5451248 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 28487 members 
Entering Unmasked Estep 
Score: -5451798.500000 Penalty: 12750.740234
	Iteration 26Q: 3 clusters Score -5451798 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 29220 members 
Entering Unmasked Estep 
Score: -5452306.500000 Penalty: 12750.740234
	Iteration 27Q: 3 clusters Score -5452306 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 29827 members 
Entering Unmasked Estep 
Score: -5452716.500000 Penalty: 12750.740234
	Iteration 28Q: 3 clusters Score -5452716 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 30342 members 
Entering Unmasked Estep 
Score: -5453054.000000 Penalty: 12750.740234
	Iteration 29Q: 3 clusters Score -5453054 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 30726 members 
Entering Unmasked Estep 
Score: -5453295.500000 Penalty: 12750.740234
	Iteration 30Q: 3 clusters Score -5453296 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 31011 members 
Entering Unmasked Estep 
Score: -5453498.500000 Penalty: 12750.740234
	Iteration 31Q: 3 clusters Score -5453498 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 31222 members 
Entering Unmasked Estep 
Score: -5453640.500000 Penalty: 12750.740234
	Iteration 32Q: 3 clusters Score -5453640 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 31378 members 
Entering Unmasked Estep 
Score: -5453748.000000 Penalty: 12750.740234
	Iteration 33Q: 3 clusters Score -5453748 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 31496 members 
Entering Unmasked Estep 
Score: -5453825.000000 Penalty: 12750.740234
	Iteration 34Q: 3 clusters Score -5453825 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 31594 members 
Entering Unmasked Estep 
Score: -5453888.000000 Penalty: 12750.740234
	Iteration 35Q: 3 clusters Score -5453888 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 31663 members 
Entering Unmasked Estep 
Score: -5453941.000000 Penalty: 12750.740234
	Iteration 36Q: 3 clusters Score -5453941 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 31719 members 
Entering Unmasked Estep 
Score: -5453998.500000 Penalty: 12750.740234
	Iteration 37Q: 3 clusters Score -5453998 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 31775 members 
Entering Unmasked Estep 
Score: -5454042.500000 Penalty: 12750.740234
	Iteration 38Q: 3 clusters Score -5454042 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 31831 members 
Entering Unmasked Estep 
Score: -5454096.500000 Penalty: 12750.740234
	Iteration 39Q: 3 clusters Score -5454096 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 31864 members 
Entering Unmasked Estep 
Score: -5454118.000000 Penalty: 12750.740234
	Iteration 40F: 3 clusters Score -5454118 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 31893 members 
Entering Unmasked Estep 
Score: -5454124.000000 Penalty: 12750.740234
	Iteration 41Q: 3 clusters Score -5454124 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 31913 members 
Entering Unmasked Estep 
Score: -5454140.500000 Penalty: 12750.740234
	Iteration 42Q: 3 clusters Score -5454140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 31929 members 
Entering Unmasked Estep 
Score: -5454149.500000 Penalty: 12750.740234
	Iteration 43Q: 3 clusters Score -5454150 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 31946 members 
Entering Unmasked Estep 
Score: -5454159.500000 Penalty: 12750.740234
	Iteration 44Q: 3 clusters Score -5454160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 31958 members 
Entering Unmasked Estep 
Score: -5454174.500000 Penalty: 12750.740234
	Iteration 45Q: 3 clusters Score -5454174 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 31977 members 
Entering Unmasked Estep 
Score: -5454193.500000 Penalty: 12750.740234
	Iteration 46Q: 3 clusters Score -5454194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 31990 members 
Entering Unmasked Estep 
Score: -5454207.500000 Penalty: 12750.740234
	Iteration 47Q: 3 clusters Score -5454208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 32002 members 
Entering Unmasked Estep 
Score: -5454203.500000 Penalty: 12750.740234
	Iteration 48Q: 3 clusters Score -5454204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 32012 members 
Entering Unmasked Estep 
Score: -5454218.500000 Penalty: 12750.740234
	Iteration 49Q: 3 clusters Score -5454218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 32020 members 
Entering Unmasked Estep 
Score: -5454223.000000 Penalty: 12750.740234
	Iteration 50Q: 3 clusters Score -5454223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 32025 members 
Entering Unmasked Estep 
Score: -5454224.500000 Penalty: 12750.740234
	Iteration 51Q: 3 clusters Score -5454224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 32028 members 
Entering Unmasked Estep 
Score: -5454227.500000 Penalty: 12750.740234
	Iteration 52Q: 3 clusters Score -5454228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 32032 members 
Entering Unmasked Estep 
Score: -5454226.500000 Penalty: 12750.740234
	Iteration 53Q: 3 clusters Score -5454226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 32038 members 
Entering Unmasked Estep 
Score: -5454238.500000 Penalty: 12750.740234
	Iteration 54Q: 3 clusters Score -5454238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 32043 members 
Entering Unmasked Estep 
Score: -5454244.000000 Penalty: 12750.740234
	Iteration 55Q: 3 clusters Score -5454244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 32045 members 
Entering Unmasked Estep 
Score: -5454243.000000 Penalty: 12750.740234
	Iteration 56Q: 3 clusters Score -5454243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 32051 members 
Entering Unmasked Estep 
Score: -5454245.000000 Penalty: 12750.740234
	Iteration 57Q: 3 clusters Score -5454245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 32053 members 
Entering Unmasked Estep 
Score: -5454249.500000 Penalty: 12750.740234
	Iteration 58Q: 3 clusters Score -5454250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 32057 members 
Entering Unmasked Estep 
Score: -5454254.000000 Penalty: 12750.740234
	Iteration 59Q: 3 clusters Score -5454254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 32061 members 
Entering Unmasked Estep 
Score: -5454250.000000 Penalty: 12750.740234
	Iteration 60F: 3 clusters Score -5454250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 32064 members 
Entering Unmasked Estep 
Score: -5454250.000000 Penalty: 12750.740234
	Iteration 61Q: 3 clusters Score -5454250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 32064 members 
Entering Unmasked Estep 
Score: -5454250.000000 Penalty: 12750.740234
	Iteration 62F: 3 clusters Score -5454250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Entering Unmasked Estep 
Score: -175553.953125 Penalty: 4322.962402
	Iteration 0F: 2 clusters Score -175554 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 584 members 
Entering Unmasked Estep 
Score: -171333.625000 Penalty: 8645.924805
	Iteration 0F: 3 clusters Score -171333.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -171768.218750 Penalty: 8645.924805
	Iteration 1F: 3 clusters Score -171768.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -171935.796875 Penalty: 8645.924805
	Iteration 2Q: 3 clusters Score -171935.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -172070.609375 Penalty: 8645.924805
	Iteration 3Q: 3 clusters Score -172070.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -172176.703125 Penalty: 8645.924805
	Iteration 4Q: 3 clusters Score -172176.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -172416.453125 Penalty: 8645.924805
	Iteration 5Q: 3 clusters Score -172416.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -172930.421875 Penalty: 8645.924805
	Iteration 6Q: 3 clusters Score -172930.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -173256.609375 Penalty: 8645.924805
	Iteration 7Q: 3 clusters Score -173256.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -173431.421875 Penalty: 8645.924805
	Iteration 8Q: 3 clusters Score -173431.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -173654.078125 Penalty: 8645.924805
	Iteration 9Q: 3 clusters Score -173654.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -173852.078125 Penalty: 8645.924805
	Iteration 10Q: 3 clusters Score -173852.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -174048.593750 Penalty: 8645.924805
	Iteration 11Q: 3 clusters Score -174048.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -174195.859375 Penalty: 8645.924805
	Iteration 12Q: 3 clusters Score -174195.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -174268.625000 Penalty: 8645.924805
	Iteration 13Q: 3 clusters Score -174268.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -174322.328125 Penalty: 8645.924805
	Iteration 14Q: 3 clusters Score -174322.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -174388.015625 Penalty: 8645.924805
	Iteration 15Q: 3 clusters Score -174388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -174509.687500 Penalty: 8645.924805
	Iteration 16Q: 3 clusters Score -174509.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -174635.625000 Penalty: 8645.924805
	Iteration 17Q: 3 clusters Score -174635.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -174662.546875 Penalty: 8645.924805
	Iteration 18Q: 3 clusters Score -174662.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -174692.609375 Penalty: 8645.924805
	Iteration 19Q: 3 clusters Score -174692.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -174727.765625 Penalty: 8645.924805
	Iteration 20F: 3 clusters Score -174727.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -174764.875000 Penalty: 8645.924805
	Iteration 21Q: 3 clusters Score -174764.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -174782.531250 Penalty: 8645.924805
	Iteration 22Q: 3 clusters Score -174782.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -174787.046875 Penalty: 8645.924805
	Iteration 23Q: 3 clusters Score -174787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -174787.046875 Penalty: 8645.924805
	Iteration 24F: 3 clusters Score -174787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Entering Unmasked Estep 
Score: -1471623.250000 Penalty: 5571.674805
	Iteration 0F: 2 clusters Score -1471623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1462121.625000 Penalty: 11143.349609
	Iteration 0F: 3 clusters Score -1462122 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1464091.125000 Penalty: 11143.349609
	Iteration 1F: 3 clusters Score -1464091 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1464503.625000 Penalty: 11143.349609
	Iteration 2F: 3 clusters Score -1464504 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1464792.250000 Penalty: 11143.349609
	Iteration 3Q: 3 clusters Score -1464792 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1465022.750000 Penalty: 11143.349609
	Iteration 4Q: 3 clusters Score -1465023 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1465264.500000 Penalty: 11143.349609
	Iteration 5Q: 3 clusters Score -1465264 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1465496.125000 Penalty: 11143.349609
	Iteration 6Q: 3 clusters Score -1465496 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1465728.500000 Penalty: 11143.349609
	Iteration 7Q: 3 clusters Score -1465728 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1465930.625000 Penalty: 11143.349609
	Iteration 8Q: 3 clusters Score -1465931 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1466095.500000 Penalty: 11143.349609
	Iteration 9Q: 3 clusters Score -1466096 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1466251.625000 Penalty: 11143.349609
	Iteration 10Q: 3 clusters Score -1466252 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1466367.125000 Penalty: 11143.349609
	Iteration 11Q: 3 clusters Score -1466367 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1466458.250000 Penalty: 11143.349609
	Iteration 12Q: 3 clusters Score -1466458 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1466540.000000 Penalty: 11143.349609
	Iteration 13Q: 3 clusters Score -1466540 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1466624.500000 Penalty: 11143.349609
	Iteration 14Q: 3 clusters Score -1466624 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1466715.625000 Penalty: 11143.349609
	Iteration 15Q: 3 clusters Score -1466716 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1466794.625000 Penalty: 11143.349609
	Iteration 16Q: 3 clusters Score -1466795 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1466870.875000 Penalty: 11143.349609
	Iteration 17Q: 3 clusters Score -1466871 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1466943.250000 Penalty: 11143.349609
	Iteration 18Q: 3 clusters Score -1466943 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1467011.750000 Penalty: 11143.349609
	Iteration 19Q: 3 clusters Score -1467012 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1467074.000000 Penalty: 11143.349609
	Iteration 20F: 3 clusters Score -1467074 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1467120.625000 Penalty: 11143.349609
	Iteration 21Q: 3 clusters Score -1467121 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1467175.125000 Penalty: 11143.349609
	Iteration 22Q: 3 clusters Score -1467175 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1467214.000000 Penalty: 11143.349609
	Iteration 23Q: 3 clusters Score -1467214 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1467259.250000 Penalty: 11143.349609
	Iteration 24Q: 3 clusters Score -1467259 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1467298.750000 Penalty: 11143.349609
	Iteration 25Q: 3 clusters Score -1467299 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1467329.500000 Penalty: 11143.349609
	Iteration 26Q: 3 clusters Score -1467330 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1467357.875000 Penalty: 11143.349609
	Iteration 27Q: 3 clusters Score -1467358 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1467371.500000 Penalty: 11143.349609
	Iteration 28Q: 3 clusters Score -1467372 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1467385.375000 Penalty: 11143.349609
	Iteration 29Q: 3 clusters Score -1467385 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1467400.250000 Penalty: 11143.349609
	Iteration 30Q: 3 clusters Score -1467400 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1467419.875000 Penalty: 11143.349609
	Iteration 31Q: 3 clusters Score -1467420 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1467425.250000 Penalty: 11143.349609
	Iteration 32Q: 3 clusters Score -1467425 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1467435.500000 Penalty: 11143.349609
	Iteration 33Q: 3 clusters Score -1467436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1467445.625000 Penalty: 11143.349609
	Iteration 34Q: 3 clusters Score -1467446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1467448.250000 Penalty: 11143.349609
	Iteration 35Q: 3 clusters Score -1467448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1467457.250000 Penalty: 11143.349609
	Iteration 36Q: 3 clusters Score -1467457 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1467474.750000 Penalty: 11143.349609
	Iteration 37Q: 3 clusters Score -1467475 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1467489.500000 Penalty: 11143.349609
	Iteration 38Q: 3 clusters Score -1467490 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1467499.500000 Penalty: 11143.349609
	Iteration 39Q: 3 clusters Score -1467500 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1467509.500000 Penalty: 11143.349609
	Iteration 40F: 3 clusters Score -1467510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1467514.125000 Penalty: 11143.349609
	Iteration 41Q: 3 clusters Score -1467514 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1467525.000000 Penalty: 11143.349609
	Iteration 42Q: 3 clusters Score -1467525 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1467531.750000 Penalty: 11143.349609
	Iteration 43Q: 3 clusters Score -1467532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1467537.000000 Penalty: 11143.349609
	Iteration 44Q: 3 clusters Score -1467537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1467544.500000 Penalty: 11143.349609
	Iteration 45Q: 3 clusters Score -1467544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1467551.375000 Penalty: 11143.349609
	Iteration 46Q: 3 clusters Score -1467551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1467553.000000 Penalty: 11143.349609
	Iteration 47Q: 3 clusters Score -1467553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1467555.125000 Penalty: 11143.349609
	Iteration 48Q: 3 clusters Score -1467555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1467559.750000 Penalty: 11143.349609
	Iteration 49Q: 3 clusters Score -1467560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1467564.750000 Penalty: 11143.349609
	Iteration 50Q: 3 clusters Score -1467565 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1467574.250000 Penalty: 11143.349609
	Iteration 51Q: 3 clusters Score -1467574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1467578.625000 Penalty: 11143.349609
	Iteration 52Q: 3 clusters Score -1467579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1467584.000000 Penalty: 11143.349609
	Iteration 53Q: 3 clusters Score -1467584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1467584.125000 Penalty: 11143.349609
	Iteration 54Q: 3 clusters Score -1467584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1467588.500000 Penalty: 11143.349609
	Iteration 55Q: 3 clusters Score -1467588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1467589.000000 Penalty: 11143.349609
	Iteration 56Q: 3 clusters Score -1467589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1467588.500000 Penalty: 11143.349609
	Iteration 57Q: 3 clusters Score -1467588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1467593.375000 Penalty: 11143.349609
	Iteration 58Q: 3 clusters Score -1467593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1467593.375000 Penalty: 11143.349609
	Iteration 59F: 3 clusters Score -1467593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (47107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47107 members 
Entering Unmasked Estep 
Score: -8127751.500000 Penalty: 6590.608398
	Iteration 0F: 2 clusters Score -8127752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -8093980.000000 Penalty: 13181.216797
	Iteration 0F: 3 clusters Score -8093980 nChanged 20514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -8104903.000000 Penalty: 13181.216797
	Iteration 1F: 3 clusters Score -8104903 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -8105902.500000 Penalty: 13181.216797
	Iteration 2F: 3 clusters Score -8105902 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 25215 members 
Entering Unmasked Estep 
Score: -8106700.000000 Penalty: 13181.216797
	Iteration 3Q: 3 clusters Score -8106700 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -8107513.500000 Penalty: 13181.216797
	Iteration 4Q: 3 clusters Score -8107514 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 26495 members 
Entering Unmasked Estep 
Score: -8108224.000000 Penalty: 13181.216797
	Iteration 5Q: 3 clusters Score -8108224 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 27302 members 
Entering Unmasked Estep 
Score: -8108937.500000 Penalty: 13181.216797
	Iteration 6Q: 3 clusters Score -8108938 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 28272 members 
Entering Unmasked Estep 
Score: -8109615.500000 Penalty: 13181.216797
	Iteration 7Q: 3 clusters Score -8109616 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 29439 members 
Entering Unmasked Estep 
Score: -8110395.000000 Penalty: 13181.216797
	Iteration 8Q: 3 clusters Score -8110395 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 30779 members 
Entering Unmasked Estep 
Score: -8111317.000000 Penalty: 13181.216797
	Iteration 9Q: 3 clusters Score -8111317 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 32308 members 
Entering Unmasked Estep 
Score: -8112210.000000 Penalty: 13181.216797
	Iteration 10Q: 3 clusters Score -8112210 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 34041 members 
Entering Unmasked Estep 
Score: -8113249.500000 Penalty: 13181.216797
	Iteration 11Q: 3 clusters Score -8113250 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 35920 members 
Entering Unmasked Estep 
Score: -8114475.500000 Penalty: 13181.216797
	Iteration 12Q: 3 clusters Score -8114476 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 37876 members 
Entering Unmasked Estep 
Score: -8115741.000000 Penalty: 13181.216797
	Iteration 13Q: 3 clusters Score -8115741 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 39774 members 
Entering Unmasked Estep 
Score: -8117067.500000 Penalty: 13181.216797
	Iteration 14Q: 3 clusters Score -8117068 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 41505 members 
Entering Unmasked Estep 
Score: -8118372.500000 Penalty: 13181.216797
	Iteration 15Q: 3 clusters Score -8118372 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 42935 members 
Entering Unmasked Estep 
Score: -8119446.500000 Penalty: 13181.216797
	Iteration 16Q: 3 clusters Score -8119446 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 43997 members 
Entering Unmasked Estep 
Score: -8120255.500000 Penalty: 13181.216797
	Iteration 17Q: 3 clusters Score -8120256 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 44710 members 
Entering Unmasked Estep 
Score: -8120823.500000 Penalty: 13181.216797
	Iteration 18Q: 3 clusters Score -8120824 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 45187 members 
Entering Unmasked Estep 
Score: -8121209.500000 Penalty: 13181.216797
	Iteration 19Q: 3 clusters Score -8121210 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 45480 members 
Entering Unmasked Estep 
Score: -8121439.500000 Penalty: 13181.216797
	Iteration 20F: 3 clusters Score -8121440 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 45667 members 
Entering Unmasked Estep 
Score: -8121589.500000 Penalty: 13181.216797
	Iteration 21Q: 3 clusters Score -8121590 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 45792 members 
Entering Unmasked Estep 
Score: -8121710.500000 Penalty: 13181.216797
	Iteration 22Q: 3 clusters Score -8121710 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 45876 members 
Entering Unmasked Estep 
Score: -8121783.000000 Penalty: 13181.216797
	Iteration 23Q: 3 clusters Score -8121783 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 45935 members 
Entering Unmasked Estep 
Score: -8121874.000000 Penalty: 13181.216797
	Iteration 24Q: 3 clusters Score -8121874 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 45975 members 
Entering Unmasked Estep 
Score: -8121906.500000 Penalty: 13181.216797
	Iteration 25Q: 3 clusters Score -8121906 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 46001 members 
Entering Unmasked Estep 
Score: -8121930.000000 Penalty: 13181.216797
	Iteration 26Q: 3 clusters Score -8121930 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 46027 members 
Entering Unmasked Estep 
Score: -8121961.500000 Penalty: 13181.216797
	Iteration 27Q: 3 clusters Score -8121962 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 46043 members 
Entering Unmasked Estep 
Score: -8121975.500000 Penalty: 13181.216797
	Iteration 28Q: 3 clusters Score -8121976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 46056 members 
Entering Unmasked Estep 
Score: -8121975.500000 Penalty: 13181.216797
	Iteration 29Q: 3 clusters Score -8121976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 46063 members 
Entering Unmasked Estep 
Score: -8121982.500000 Penalty: 13181.216797
	Iteration 30Q: 3 clusters Score -8121982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 46070 members 
Entering Unmasked Estep 
Score: -8122000.000000 Penalty: 13181.216797
	Iteration 31Q: 3 clusters Score -8122000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 46083 members 
Entering Unmasked Estep 
Score: -8122024.000000 Penalty: 13181.216797
	Iteration 32Q: 3 clusters Score -8122024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 46095 members 
Entering Unmasked Estep 
Score: -8122025.500000 Penalty: 13181.216797
	Iteration 33Q: 3 clusters Score -8122026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 46100 members 
Entering Unmasked Estep 
Score: -8122027.500000 Penalty: 13181.216797
	Iteration 34Q: 3 clusters Score -8122028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 46102 members 
Entering Unmasked Estep 
Score: -8122026.000000 Penalty: 13181.216797
	Iteration 35Q: 3 clusters Score -8122026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 46105 members 
Entering Unmasked Estep 
Score: -8122018.000000 Penalty: 13181.216797
	Iteration 36Q: 3 clusters Score -8122018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 46112 members 
Entering Unmasked Estep 
Score: -8122015.000000 Penalty: 13181.216797
	Iteration 37Q: 3 clusters Score -8122015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 46117 members 
Entering Unmasked Estep 
Score: -8122030.000000 Penalty: 13181.216797
	Iteration 38Q: 3 clusters Score -8122030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 46125 members 
Entering Unmasked Estep 
Score: -8122031.000000 Penalty: 13181.216797
	Iteration 39Q: 3 clusters Score -8122031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 46129 members 
Entering Unmasked Estep 
Score: -8122032.500000 Penalty: 13181.216797
	Iteration 40F: 3 clusters Score -8122032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 46132 members 
Entering Unmasked Estep 
Score: -8122045.500000 Penalty: 13181.216797
	Iteration 41Q: 3 clusters Score -8122046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 46138 members 
Entering Unmasked Estep 
Score: -8122057.000000 Penalty: 13181.216797
	Iteration 42Q: 3 clusters Score -8122057 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 46148 members 
Entering Unmasked Estep 
Score: -8122066.000000 Penalty: 13181.216797
	Iteration 43Q: 3 clusters Score -8122066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 46157 members 
Entering Unmasked Estep 
Score: -8122064.000000 Penalty: 13181.216797
	Iteration 44Q: 3 clusters Score -8122064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 46160 members 
Entering Unmasked Estep 
Score: -8122077.000000 Penalty: 13181.216797
	Iteration 45Q: 3 clusters Score -8122077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 46165 members 
Entering Unmasked Estep 
Score: -8122082.000000 Penalty: 13181.216797
	Iteration 46Q: 3 clusters Score -8122082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 46165 members 
Entering Unmasked Estep 
Score: -8122077.000000 Penalty: 13181.216797
	Iteration 47Q: 3 clusters Score -8122077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 46169 members 
Entering Unmasked Estep 
Score: -8122078.500000 Penalty: 13181.216797
	Iteration 48Q: 3 clusters Score -8122078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 46173 members 
Entering Unmasked Estep 
Score: -8122084.500000 Penalty: 13181.216797
	Iteration 49Q: 3 clusters Score -8122084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 46180 members 
Entering Unmasked Estep 
Score: -8122094.500000 Penalty: 13181.216797
	Iteration 50Q: 3 clusters Score -8122094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 46186 members 
Entering Unmasked Estep 
Score: -8122102.500000 Penalty: 13181.216797
	Iteration 51Q: 3 clusters Score -8122102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 46188 members 
Entering Unmasked Estep 
Score: -8122116.500000 Penalty: 13181.216797
	Iteration 52Q: 3 clusters Score -8122116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 46189 members 
Entering Unmasked Estep 
Score: -8122105.000000 Penalty: 13181.216797
	Iteration 53Q: 3 clusters Score -8122105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 46191 members 
Entering Unmasked Estep 
Score: -8122111.500000 Penalty: 13181.216797
	Iteration 54Q: 3 clusters Score -8122112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 46193 members 
Entering Unmasked Estep 
Score: -8122122.000000 Penalty: 13181.216797
	Iteration 55Q: 3 clusters Score -8122122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 46197 members 
Entering Unmasked Estep 
Score: -8122108.500000 Penalty: 13181.216797
	Iteration 56Q: 3 clusters Score -8122108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 46201 members 
Entering Unmasked Estep 
Score: -8122117.000000 Penalty: 13181.216797
	Iteration 57Q: 3 clusters Score -8122117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 46205 members 
Entering Unmasked Estep 
Score: -8122125.500000 Penalty: 13181.216797
	Iteration 58Q: 3 clusters Score -8122126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 46207 members 
Entering Unmasked Estep 
Score: -8122132.500000 Penalty: 13181.216797
	Iteration 59Q: 3 clusters Score -8122132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 46210 members 
Entering Unmasked Estep 
Score: -8122131.500000 Penalty: 13181.216797
	Iteration 60F: 3 clusters Score -8122132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 46215 members 
Entering Unmasked Estep 
Score: -8122138.000000 Penalty: 13181.216797
	Iteration 61Q: 3 clusters Score -8122138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 46221 members 
Entering Unmasked Estep 
Score: -8122140.500000 Penalty: 13181.216797
	Iteration 62Q: 3 clusters Score -8122140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 46224 members 
Entering Unmasked Estep 
Score: -8122144.000000 Penalty: 13181.216797
	Iteration 63Q: 3 clusters Score -8122144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 46225 members 
Entering Unmasked Estep 
Score: -8122150.500000 Penalty: 13181.216797
	Iteration 64Q: 3 clusters Score -8122150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 46225 members 
Entering Unmasked Estep 
Score: -8122150.500000 Penalty: 13181.216797
	Iteration 65F: 3 clusters Score -8122150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Entering Unmasked Estep 
Score: -310076.718750 Penalty: 4627.991699
	Iteration 0F: 2 clusters Score -310076.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -305134.656250 Penalty: 9255.983398
	Iteration 0F: 3 clusters Score -305134.7 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -305817.937500 Penalty: 9255.983398
	Iteration 1F: 3 clusters Score -305817.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -306028.593750 Penalty: 9255.983398
	Iteration 2F: 3 clusters Score -306028.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -306160.531250 Penalty: 9255.983398
	Iteration 3Q: 3 clusters Score -306160.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -306256.500000 Penalty: 9255.983398
	Iteration 4Q: 3 clusters Score -306256.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -306350.031250 Penalty: 9255.983398
	Iteration 5Q: 3 clusters Score -306350 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -306432.687500 Penalty: 9255.983398
	Iteration 6Q: 3 clusters Score -306432.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -306514.656250 Penalty: 9255.983398
	Iteration 7Q: 3 clusters Score -306514.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -306584.281250 Penalty: 9255.983398
	Iteration 8Q: 3 clusters Score -306584.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -306649.968750 Penalty: 9255.983398
	Iteration 9Q: 3 clusters Score -306650 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -306713.468750 Penalty: 9255.983398
	Iteration 10Q: 3 clusters Score -306713.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -306777.625000 Penalty: 9255.983398
	Iteration 11Q: 3 clusters Score -306777.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -306839.125000 Penalty: 9255.983398
	Iteration 12Q: 3 clusters Score -306839.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -306896.875000 Penalty: 9255.983398
	Iteration 13Q: 3 clusters Score -306896.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -306959.906250 Penalty: 9255.983398
	Iteration 14Q: 3 clusters Score -306959.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -306999.906250 Penalty: 9255.983398
	Iteration 15Q: 3 clusters Score -306999.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -307035.187500 Penalty: 9255.983398
	Iteration 16Q: 3 clusters Score -307035.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -307070.187500 Penalty: 9255.983398
	Iteration 17Q: 3 clusters Score -307070.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -307089.468750 Penalty: 9255.983398
	Iteration 18Q: 3 clusters Score -307089.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -307111.468750 Penalty: 9255.983398
	Iteration 19Q: 3 clusters Score -307111.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -307157.968750 Penalty: 9255.983398
	Iteration 20F: 3 clusters Score -307158 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -307213.718750 Penalty: 9255.983398
	Iteration 21Q: 3 clusters Score -307213.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -307252.687500 Penalty: 9255.983398
	Iteration 22Q: 3 clusters Score -307252.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -307306.062500 Penalty: 9255.983398
	Iteration 23Q: 3 clusters Score -307306.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -307379.750000 Penalty: 9255.983398
	Iteration 24Q: 3 clusters Score -307379.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -307452.375000 Penalty: 9255.983398
	Iteration 25Q: 3 clusters Score -307452.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -307529.281250 Penalty: 9255.983398
	Iteration 26Q: 3 clusters Score -307529.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -307572.125000 Penalty: 9255.983398
	Iteration 27Q: 3 clusters Score -307572.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -307617.250000 Penalty: 9255.983398
	Iteration 28Q: 3 clusters Score -307617.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -307661.875000 Penalty: 9255.983398
	Iteration 29Q: 3 clusters Score -307661.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -307719.031250 Penalty: 9255.983398
	Iteration 30Q: 3 clusters Score -307719 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -307770.093750 Penalty: 9255.983398
	Iteration 31Q: 3 clusters Score -307770.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -307824.062500 Penalty: 9255.983398
	Iteration 32Q: 3 clusters Score -307824.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -307881.093750 Penalty: 9255.983398
	Iteration 33Q: 3 clusters Score -307881.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -307930.093750 Penalty: 9255.983398
	Iteration 34Q: 3 clusters Score -307930.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -307984.281250 Penalty: 9255.983398
	Iteration 35Q: 3 clusters Score -307984.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -308028.375000 Penalty: 9255.983398
	Iteration 36Q: 3 clusters Score -308028.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -308060.656250 Penalty: 9255.983398
	Iteration 37Q: 3 clusters Score -308060.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -308081.375000 Penalty: 9255.983398
	Iteration 38Q: 3 clusters Score -308081.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -308095.406250 Penalty: 9255.983398
	Iteration 39Q: 3 clusters Score -308095.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -308095.406250 Penalty: 9255.983398
	Iteration 40F: 3 clusters Score -308095.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Entering Unmasked Estep 
Score: -3662053.750000 Penalty: 6099.115234
	Iteration 0F: 2 clusters Score -3662054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -3644904.000000 Penalty: 12198.230469
	Iteration 0F: 3 clusters Score -3644904 nChanged 8626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -3649516.500000 Penalty: 12198.230469
	Iteration 1F: 3 clusters Score -3649516 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -3650536.250000 Penalty: 12198.230469
	Iteration 2F: 3 clusters Score -3650536 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -3651276.500000 Penalty: 12198.230469
	Iteration 3F: 3 clusters Score -3651276 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -3651800.000000 Penalty: 12198.230469
	Iteration 4F: 3 clusters Score -3651800 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -3652246.250000 Penalty: 12198.230469
	Iteration 5Q: 3 clusters Score -3652246 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -3652748.000000 Penalty: 12198.230469
	Iteration 6Q: 3 clusters Score -3652748 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -3653259.250000 Penalty: 12198.230469
	Iteration 7Q: 3 clusters Score -3653259 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -3653822.250000 Penalty: 12198.230469
	Iteration 8Q: 3 clusters Score -3653822 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -3654524.750000 Penalty: 12198.230469
	Iteration 9Q: 3 clusters Score -3654525 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -3655266.000000 Penalty: 12198.230469
	Iteration 10Q: 3 clusters Score -3655266 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -3656052.750000 Penalty: 12198.230469
	Iteration 11Q: 3 clusters Score -3656053 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -3656775.750000 Penalty: 12198.230469
	Iteration 12Q: 3 clusters Score -3656776 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -3657328.750000 Penalty: 12198.230469
	Iteration 13Q: 3 clusters Score -3657329 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -3657761.500000 Penalty: 12198.230469
	Iteration 14Q: 3 clusters Score -3657762 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -3658076.250000 Penalty: 12198.230469
	Iteration 15Q: 3 clusters Score -3658076 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -3658330.750000 Penalty: 12198.230469
	Iteration 16Q: 3 clusters Score -3658331 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -3658483.750000 Penalty: 12198.230469
	Iteration 17Q: 3 clusters Score -3658484 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -3658625.750000 Penalty: 12198.230469
	Iteration 18Q: 3 clusters Score -3658626 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -3658773.000000 Penalty: 12198.230469
	Iteration 19Q: 3 clusters Score -3658773 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -3658879.750000 Penalty: 12198.230469
	Iteration 20F: 3 clusters Score -3658880 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -3658961.250000 Penalty: 12198.230469
	Iteration 21Q: 3 clusters Score -3658961 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -3659053.750000 Penalty: 12198.230469
	Iteration 22Q: 3 clusters Score -3659054 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -3659090.500000 Penalty: 12198.230469
	Iteration 23Q: 3 clusters Score -3659090 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -3659126.500000 Penalty: 12198.230469
	Iteration 24Q: 3 clusters Score -3659126 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -3659165.250000 Penalty: 12198.230469
	Iteration 25Q: 3 clusters Score -3659165 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -3659180.500000 Penalty: 12198.230469
	Iteration 26Q: 3 clusters Score -3659180 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -3659207.500000 Penalty: 12198.230469
	Iteration 27Q: 3 clusters Score -3659208 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -3659226.000000 Penalty: 12198.230469
	Iteration 28Q: 3 clusters Score -3659226 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -3659238.750000 Penalty: 12198.230469
	Iteration 29Q: 3 clusters Score -3659239 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -3659243.250000 Penalty: 12198.230469
	Iteration 30Q: 3 clusters Score -3659243 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -3659265.000000 Penalty: 12198.230469
	Iteration 31Q: 3 clusters Score -3659265 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -3659271.750000 Penalty: 12198.230469
	Iteration 32Q: 3 clusters Score -3659272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -3659274.750000 Penalty: 12198.230469
	Iteration 33Q: 3 clusters Score -3659275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -3659278.000000 Penalty: 12198.230469
	Iteration 34Q: 3 clusters Score -3659278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -3659277.000000 Penalty: 12198.230469
	Iteration 35Q: 3 clusters Score -3659277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -3659274.750000 Penalty: 12198.230469
	Iteration 36Q: 3 clusters Score -3659275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -3659277.750000 Penalty: 12198.230469
	Iteration 37Q: 3 clusters Score -3659278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -3659279.000000 Penalty: 12198.230469
	Iteration 38Q: 3 clusters Score -3659279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -3659278.750000 Penalty: 12198.230469
	Iteration 39Q: 3 clusters Score -3659279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -3659280.500000 Penalty: 12198.230469
	Iteration 40F: 3 clusters Score -3659280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -3659280.750000 Penalty: 12198.230469
	Iteration 41Q: 3 clusters Score -3659281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -3659282.000000 Penalty: 12198.230469
	Iteration 42Q: 3 clusters Score -3659282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -3659286.500000 Penalty: 12198.230469
	Iteration 43Q: 3 clusters Score -3659286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -3659285.500000 Penalty: 12198.230469
	Iteration 44Q: 3 clusters Score -3659286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -3659285.500000 Penalty: 12198.230469
	Iteration 45F: 3 clusters Score -3659286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Entering Unmasked Estep 
Score: -1007445.937500 Penalty: 5352.181152
	Iteration 0F: 2 clusters Score -1007446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -999579.125000 Penalty: 10704.362305
	Iteration 0F: 3 clusters Score -999579.1 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1000894.500000 Penalty: 10704.362305
	Iteration 1F: 3 clusters Score -1000894 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1001238.687500 Penalty: 10704.362305
	Iteration 2F: 3 clusters Score -1001239 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1001466.750000 Penalty: 10704.362305
	Iteration 3Q: 3 clusters Score -1001467 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1001668.937500 Penalty: 10704.362305
	Iteration 4Q: 3 clusters Score -1001669 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1001839.062500 Penalty: 10704.362305
	Iteration 5Q: 3 clusters Score -1001839 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1002008.250000 Penalty: 10704.362305
	Iteration 6Q: 3 clusters Score -1002008 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1002193.375000 Penalty: 10704.362305
	Iteration 7Q: 3 clusters Score -1002193 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1002410.375000 Penalty: 10704.362305
	Iteration 8Q: 3 clusters Score -1002410 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1002753.687500 Penalty: 10704.362305
	Iteration 9Q: 3 clusters Score -1002754 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1003149.875000 Penalty: 10704.362305
	Iteration 10Q: 3 clusters Score -1003150 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1003572.937500 Penalty: 10704.362305
	Iteration 11Q: 3 clusters Score -1003573 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1004007.437500 Penalty: 10704.362305
	Iteration 12F: 3 clusters Score -1004007 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1004321.375000 Penalty: 10704.362305
	Iteration 13Q: 3 clusters Score -1004321 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1004553.437500 Penalty: 10704.362305
	Iteration 14Q: 3 clusters Score -1004553 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1004679.437500 Penalty: 10704.362305
	Iteration 15Q: 3 clusters Score -1004679 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1004756.875000 Penalty: 10704.362305
	Iteration 16Q: 3 clusters Score -1004757 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1004806.562500 Penalty: 10704.362305
	Iteration 17Q: 3 clusters Score -1004807 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1004834.437500 Penalty: 10704.362305
	Iteration 18Q: 3 clusters Score -1004834 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1004861.687500 Penalty: 10704.362305
	Iteration 19Q: 3 clusters Score -1004862 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1004878.562500 Penalty: 10704.362305
	Iteration 20F: 3 clusters Score -1004879 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1004900.875000 Penalty: 10704.362305
	Iteration 21Q: 3 clusters Score -1004901 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1004923.375000 Penalty: 10704.362305
	Iteration 22Q: 3 clusters Score -1004923 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1004943.875000 Penalty: 10704.362305
	Iteration 23Q: 3 clusters Score -1004944 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1004967.437500 Penalty: 10704.362305
	Iteration 24Q: 3 clusters Score -1004967 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1004988.500000 Penalty: 10704.362305
	Iteration 25Q: 3 clusters Score -1004988 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1005024.000000 Penalty: 10704.362305
	Iteration 26Q: 3 clusters Score -1005024 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1005062.125000 Penalty: 10704.362305
	Iteration 27Q: 3 clusters Score -1005062 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1005095.062500 Penalty: 10704.362305
	Iteration 28Q: 3 clusters Score -1005095 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1005122.437500 Penalty: 10704.362305
	Iteration 29Q: 3 clusters Score -1005122 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1005129.187500 Penalty: 10704.362305
	Iteration 30Q: 3 clusters Score -1005129 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1005138.437500 Penalty: 10704.362305
	Iteration 31Q: 3 clusters Score -1005138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1005147.000000 Penalty: 10704.362305
	Iteration 32Q: 3 clusters Score -1005147 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1005155.437500 Penalty: 10704.362305
	Iteration 33Q: 3 clusters Score -1005155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1005160.312500 Penalty: 10704.362305
	Iteration 34Q: 3 clusters Score -1005160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1005165.000000 Penalty: 10704.362305
	Iteration 35Q: 3 clusters Score -1005165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1005166.437500 Penalty: 10704.362305
	Iteration 36Q: 3 clusters Score -1005166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1005167.187500 Penalty: 10704.362305
	Iteration 37Q: 3 clusters Score -1005167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1005166.437500 Penalty: 10704.362305
	Iteration 38Q: 3 clusters Score -1005166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1005166.437500 Penalty: 10704.362305
	Iteration 39F: 3 clusters Score -1005166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (205492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205492 members 
Entering Unmasked Estep 
Score: -35428964.000000 Penalty: 7492.811523
	Iteration 0F: 2 clusters Score -3.542896e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102119 members 
Mstep: Class 2 contains 103373 members 
Entering Unmasked Estep 
Score: -35291592.000000 Penalty: 14985.623047
	Iteration 0F: 3 clusters Score -3.529159e+07 nChanged 96465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96528 members 
Mstep: Class 2 contains 108964 members 
Entering Unmasked Estep 
Score: -35347124.000000 Penalty: 14985.623047
	Iteration 1F: 3 clusters Score -3.534712e+07 nChanged 7405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93035 members 
Mstep: Class 2 contains 112457 members 
Entering Unmasked Estep 
Score: -35349316.000000 Penalty: 14985.623047
	Iteration 2Q: 3 clusters Score -3.534932e+07 nChanged 8178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87813 members 
Mstep: Class 2 contains 117679 members 
Entering Unmasked Estep 
Score: -35352700.000000 Penalty: 14985.623047
	Iteration 3Q: 3 clusters Score -3.53527e+07 nChanged 9544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80253 members 
Mstep: Class 2 contains 125239 members 
Entering Unmasked Estep 
Score: -35357760.000000 Penalty: 14985.623047
	Iteration 4Q: 3 clusters Score -3.535776e+07 nChanged 11671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70014 members 
Mstep: Class 2 contains 135478 members 
Entering Unmasked Estep 
Score: -35365528.000000 Penalty: 14985.623047
	Iteration 5F: 3 clusters Score -3.536553e+07 nChanged 13620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57400 members 
Mstep: Class 2 contains 148092 members 
Entering Unmasked Estep 
Score: -35375792.000000 Penalty: 14985.623047
	Iteration 6F: 3 clusters Score -3.537579e+07 nChanged 14842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43186 members 
Mstep: Class 2 contains 162306 members 
Entering Unmasked Estep 
Score: -35388440.000000 Penalty: 14985.623047
	Iteration 7F: 3 clusters Score -3.538844e+07 nChanged 14302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29258 members 
Mstep: Class 2 contains 176234 members 
Entering Unmasked Estep 
Score: -35401588.000000 Penalty: 14985.623047
	Iteration 8F: 3 clusters Score -3.540159e+07 nChanged 11360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 187436 members 
Entering Unmasked Estep 
Score: -35411676.000000 Penalty: 14985.623047
	Iteration 9F: 3 clusters Score -3.541168e+07 nChanged 7397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 194711 members 
Entering Unmasked Estep 
Score: -35418168.000000 Penalty: 14985.623047
	Iteration 10Q: 3 clusters Score -3.541817e+07 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 198752 members 
Entering Unmasked Estep 
Score: -35421428.000000 Penalty: 14985.623047
	Iteration 11Q: 3 clusters Score -3.542143e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 200858 members 
Entering Unmasked Estep 
Score: -35423008.000000 Penalty: 14985.623047
	Iteration 12Q: 3 clusters Score -3.542301e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 201982 members 
Entering Unmasked Estep 
Score: -35423816.000000 Penalty: 14985.623047
	Iteration 13Q: 3 clusters Score -3.542382e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 202566 members 
Entering Unmasked Estep 
Score: -35424324.000000 Penalty: 14985.623047
	Iteration 14Q: 3 clusters Score -3.542432e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 202892 members 
Entering Unmasked Estep 
Score: -35424476.000000 Penalty: 14985.623047
	Iteration 15Q: 3 clusters Score -3.542448e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 203110 members 
Entering Unmasked Estep 
Score: -35424572.000000 Penalty: 14985.623047
	Iteration 16Q: 3 clusters Score -3.542457e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 203245 members 
Entering Unmasked Estep 
Score: -35424632.000000 Penalty: 14985.623047
	Iteration 17Q: 3 clusters Score -3.542463e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 203330 members 
Entering Unmasked Estep 
Score: -35424656.000000 Penalty: 14985.623047
	Iteration 18Q: 3 clusters Score -3.542466e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 203400 members 
Entering Unmasked Estep 
Score: -35424672.000000 Penalty: 14985.623047
	Iteration 19Q: 3 clusters Score -3.542467e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 203433 members 
Entering Unmasked Estep 
Score: -35424764.000000 Penalty: 14985.623047
	Iteration 20F: 3 clusters Score -3.542476e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 203463 members 
Entering Unmasked Estep 
Score: -35424752.000000 Penalty: 14985.623047
	Iteration 21Q: 3 clusters Score -3.542475e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 203486 members 
Entering Unmasked Estep 
Score: -35424736.000000 Penalty: 14985.623047
	Iteration 22Q: 3 clusters Score -3.542474e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 203502 members 
Entering Unmasked Estep 
Score: -35424732.000000 Penalty: 14985.623047
	Iteration 23Q: 3 clusters Score -3.542473e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 203506 members 
Entering Unmasked Estep 
Score: -35424736.000000 Penalty: 14985.623047
	Iteration 24Q: 3 clusters Score -3.542474e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 203510 members 
Entering Unmasked Estep 
Score: -35424764.000000 Penalty: 14985.623047
	Iteration 25Q: 3 clusters Score -3.542476e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 203516 members 
Entering Unmasked Estep 
Score: -35424752.000000 Penalty: 14985.623047
	Iteration 26Q: 3 clusters Score -3.542475e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 203521 members 
Entering Unmasked Estep 
Score: -35424744.000000 Penalty: 14985.623047
	Iteration 27Q: 3 clusters Score -3.542474e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 203522 members 
Entering Unmasked Estep 
Score: -35424752.000000 Penalty: 14985.623047
	Iteration 28Q: 3 clusters Score -3.542475e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 203524 members 
Entering Unmasked Estep 
Score: -35424764.000000 Penalty: 14985.623047
	Iteration 29Q: 3 clusters Score -3.542476e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 203526 members 
Entering Unmasked Estep 
Score: -35424760.000000 Penalty: 14985.623047
	Iteration 30Q: 3 clusters Score -3.542476e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 203524 members 
Entering Unmasked Estep 
Score: -35424764.000000 Penalty: 14985.623047
	Iteration 31Q: 3 clusters Score -3.542476e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 203526 members 
Entering Unmasked Estep 
Score: -35424772.000000 Penalty: 14985.623047
	Iteration 32Q: 3 clusters Score -3.542477e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 203525 members 
Entering Unmasked Estep 
Score: -35424776.000000 Penalty: 14985.623047
	Iteration 33Q: 3 clusters Score -3.542478e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 203525 members 
Entering Unmasked Estep 
Score: -35424776.000000 Penalty: 14985.623047
	Iteration 34F: 3 clusters Score -3.542478e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (93029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93029 members 
Entering Unmasked Estep 
Score: -15690932.000000 Penalty: 7007.408203
	Iteration 0F: 2 clusters Score -1.569093e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46582 members 
Mstep: Class 2 contains 46447 members 
Entering Unmasked Estep 
Score: -15627121.000000 Penalty: 14014.816406
	Iteration 0F: 3 clusters Score -1.562712e+07 nChanged 42428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46904 members 
Mstep: Class 2 contains 46125 members 
Entering Unmasked Estep 
Score: -15650320.000000 Penalty: 14014.816406
	Iteration 1F: 3 clusters Score -1.565032e+07 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47209 members 
Mstep: Class 2 contains 45820 members 
Entering Unmasked Estep 
Score: -15651146.000000 Penalty: 14014.816406
	Iteration 2Q: 3 clusters Score -1.565115e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47636 members 
Mstep: Class 2 contains 45393 members 
Entering Unmasked Estep 
Score: -15651890.000000 Penalty: 14014.816406
	Iteration 3Q: 3 clusters Score -1.565189e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48288 members 
Mstep: Class 2 contains 44741 members 
Entering Unmasked Estep 
Score: -15652520.000000 Penalty: 14014.816406
	Iteration 4Q: 3 clusters Score -1.565252e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49149 members 
Mstep: Class 2 contains 43880 members 
Entering Unmasked Estep 
Score: -15653127.000000 Penalty: 14014.816406
	Iteration 5Q: 3 clusters Score -1.565313e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50258 members 
Mstep: Class 2 contains 42771 members 
Entering Unmasked Estep 
Score: -15653637.000000 Penalty: 14014.816406
	Iteration 6Q: 3 clusters Score -1.565364e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51782 members 
Mstep: Class 2 contains 41247 members 
Entering Unmasked Estep 
Score: -15654288.000000 Penalty: 14014.816406
	Iteration 7Q: 3 clusters Score -1.565429e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53782 members 
Mstep: Class 2 contains 39247 members 
Entering Unmasked Estep 
Score: -15654967.000000 Penalty: 14014.816406
	Iteration 8Q: 3 clusters Score -1.565497e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56537 members 
Mstep: Class 2 contains 36492 members 
Entering Unmasked Estep 
Score: -15656114.000000 Penalty: 14014.816406
	Iteration 9Q: 3 clusters Score -1.565611e+07 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60270 members 
Mstep: Class 2 contains 32759 members 
Entering Unmasked Estep 
Score: -15657837.000000 Penalty: 14014.816406
	Iteration 10Q: 3 clusters Score -1.565784e+07 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65198 members 
Mstep: Class 2 contains 27831 members 
Entering Unmasked Estep 
Score: -15660578.000000 Penalty: 14014.816406
	Iteration 11F: 3 clusters Score -1.566058e+07 nChanged 6226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71396 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -15664954.000000 Penalty: 14014.816406
	Iteration 12F: 3 clusters Score -1.566495e+07 nChanged 7224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78608 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -15671221.000000 Penalty: 14014.816406
	Iteration 13F: 3 clusters Score -1.567122e+07 nChanged 6616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85224 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -15677505.000000 Penalty: 14014.816406
	Iteration 14F: 3 clusters Score -1.56775e+07 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89576 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -15681695.000000 Penalty: 14014.816406
	Iteration 15Q: 3 clusters Score -1.56817e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91508 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -15683473.000000 Penalty: 14014.816406
	Iteration 16Q: 3 clusters Score -1.568347e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92144 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -15684228.000000 Penalty: 14014.816406
	Iteration 17Q: 3 clusters Score -1.568423e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92344 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -15684496.000000 Penalty: 14014.816406
	Iteration 18Q: 3 clusters Score -1.56845e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92423 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -15684642.000000 Penalty: 14014.816406
	Iteration 19Q: 3 clusters Score -1.568464e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92468 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -15684711.000000 Penalty: 14014.816406
	Iteration 20F: 3 clusters Score -1.568471e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92487 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -15684720.000000 Penalty: 14014.816406
	Iteration 21Q: 3 clusters Score -1.568472e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92496 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -15684766.000000 Penalty: 14014.816406
	Iteration 22Q: 3 clusters Score -1.568477e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92503 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -15684777.000000 Penalty: 14014.816406
	Iteration 23Q: 3 clusters Score -1.568478e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92507 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -15684797.000000 Penalty: 14014.816406
	Iteration 24Q: 3 clusters Score -1.56848e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92507 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -15684795.000000 Penalty: 14014.816406
	Iteration 25Q: 3 clusters Score -1.56848e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92508 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -15684780.000000 Penalty: 14014.816406
	Iteration 26Q: 3 clusters Score -1.568478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92509 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -15684790.000000 Penalty: 14014.816406
	Iteration 27Q: 3 clusters Score -1.568479e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92510 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -15684797.000000 Penalty: 14014.816406
	Iteration 28Q: 3 clusters Score -1.56848e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92510 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -15684793.000000 Penalty: 14014.816406
	Iteration 29Q: 3 clusters Score -1.568479e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92511 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -15684793.000000 Penalty: 14014.816406
	Iteration 30Q: 3 clusters Score -1.568479e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92512 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -15684792.000000 Penalty: 14014.816406
	Iteration 31Q: 3 clusters Score -1.568479e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92512 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -15684794.000000 Penalty: 14014.816406
	Iteration 32Q: 3 clusters Score -1.568479e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92514 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -15684790.000000 Penalty: 14014.816406
	Iteration 33Q: 3 clusters Score -1.568479e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92514 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -15684790.000000 Penalty: 14014.816406
	Iteration 34F: 3 clusters Score -1.568479e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Entering Unmasked Estep 
Score: -363016.562500 Penalty: 4744.344238
	Iteration 0F: 2 clusters Score -363016.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -357805.937500 Penalty: 9488.688477
	Iteration 0F: 3 clusters Score -357805.9 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -358630.468750 Penalty: 9488.688477
	Iteration 1F: 3 clusters Score -358630.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -359015.406250 Penalty: 9488.688477
	Iteration 2F: 3 clusters Score -359015.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -359353.500000 Penalty: 9488.688477
	Iteration 3F: 3 clusters Score -359353.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -359701.937500 Penalty: 9488.688477
	Iteration 4Q: 3 clusters Score -359701.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -360355.093750 Penalty: 9488.688477
	Iteration 5F: 3 clusters Score -360355.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -360930.781250 Penalty: 9488.688477
	Iteration 6F: 3 clusters Score -360930.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -361315.156250 Penalty: 9488.688477
	Iteration 7Q: 3 clusters Score -361315.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -361547.625000 Penalty: 9488.688477
	Iteration 8Q: 3 clusters Score -361547.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -361874.406250 Penalty: 9488.688477
	Iteration 9Q: 3 clusters Score -361874.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -362291.093750 Penalty: 9488.688477
	Iteration 10Q: 3 clusters Score -362291.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -362835.500000 Penalty: 9488.688477
	Iteration 11Q: 3 clusters Score -362835.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -363197.250000 Penalty: 9488.688477
	Iteration 12Q: 3 clusters Score -363197.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -363304.968750 Penalty: 9488.688477
	Iteration 13Q: 3 clusters Score -363305 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -363354.968750 Penalty: 9488.688477
	Iteration 14Q: 3 clusters Score -363355 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -363391.562500 Penalty: 9488.688477
	Iteration 15Q: 3 clusters Score -363391.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -363426.281250 Penalty: 9488.688477
	Iteration 16Q: 3 clusters Score -363426.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -363458.031250 Penalty: 9488.688477
	Iteration 17Q: 3 clusters Score -363458 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -363485.968750 Penalty: 9488.688477
	Iteration 18Q: 3 clusters Score -363486 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -363530.656250 Penalty: 9488.688477
	Iteration 19Q: 3 clusters Score -363530.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -363552.437500 Penalty: 9488.688477
	Iteration 20F: 3 clusters Score -363552.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -363584.312500 Penalty: 9488.688477
	Iteration 21Q: 3 clusters Score -363584.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -363629.093750 Penalty: 9488.688477
	Iteration 22Q: 3 clusters Score -363629.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -363667.125000 Penalty: 9488.688477
	Iteration 23Q: 3 clusters Score -363667.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -363696.093750 Penalty: 9488.688477
	Iteration 24Q: 3 clusters Score -363696.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -363732.625000 Penalty: 9488.688477
	Iteration 25Q: 3 clusters Score -363732.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -363775.437500 Penalty: 9488.688477
	Iteration 26Q: 3 clusters Score -363775.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -363804.906250 Penalty: 9488.688477
	Iteration 27Q: 3 clusters Score -363804.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -363853.812500 Penalty: 9488.688477
	Iteration 28Q: 3 clusters Score -363853.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -363919.500000 Penalty: 9488.688477
	Iteration 29Q: 3 clusters Score -363919.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -363994.625000 Penalty: 9488.688477
	Iteration 30Q: 3 clusters Score -363994.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -364116.781250 Penalty: 9488.688477
	Iteration 31Q: 3 clusters Score -364116.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -364176.625000 Penalty: 9488.688477
	Iteration 32Q: 3 clusters Score -364176.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -364192.156250 Penalty: 9488.688477
	Iteration 33Q: 3 clusters Score -364192.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -364195.687500 Penalty: 9488.688477
	Iteration 34Q: 3 clusters Score -364195.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -364197.843750 Penalty: 9488.688477
	Iteration 35Q: 3 clusters Score -364197.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -364197.843750 Penalty: 9488.688477
	Iteration 36F: 3 clusters Score -364197.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 37117 members 
Mstep: Class 3 contains 541688 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 35106 members 
Mstep: Class 6 contains 1674 members 
Mstep: Class 7 contains 251590 members 
Mstep: Class 8 contains 12500 members 
Mstep: Class 9 contains 45380 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33149 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8925 members 
Mstep: Class 14 contains 47107 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 21115 members 
Mstep: Class 17 contains 6237 members 
Mstep: Class 18 contains 205492 members 
Mstep: Class 19 contains 93029 members 
Mstep: Class 20 contains 781 members 
Mstep: Class 21 contains 2548 members 
Mstep: Class 22 contains 391 members 
Mstep: Class 23 contains 1531 members 
Entering Unmasked Estep 
Score: -233323296.000000 Penalty: 199104.828125
Splitting cluster 20 changes total score from -233326144.000000 to -233323296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (2548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Entering Unmasked Estep 
Score: -436603.312500 Penalty: 4803.876465
	Iteration 0F: 2 clusters Score -436603.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -431155.531250 Penalty: 9607.752930
	Iteration 0F: 3 clusters Score -431155.5 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -431813.593750 Penalty: 9607.752930
	Iteration 1F: 3 clusters Score -431813.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -431992.000000 Penalty: 9607.752930
	Iteration 2F: 3 clusters Score -431992 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -432078.687500 Penalty: 9607.752930
	Iteration 3Q: 3 clusters Score -432078.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -432112.093750 Penalty: 9607.752930
	Iteration 4Q: 3 clusters Score -432112.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -432140.687500 Penalty: 9607.752930
	Iteration 5Q: 3 clusters Score -432140.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -432163.156250 Penalty: 9607.752930
	Iteration 6Q: 3 clusters Score -432163.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -432194.718750 Penalty: 9607.752930
	Iteration 7Q: 3 clusters Score -432194.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -432215.093750 Penalty: 9607.752930
	Iteration 8Q: 3 clusters Score -432215.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -432223.375000 Penalty: 9607.752930
	Iteration 9Q: 3 clusters Score -432223.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -432230.312500 Penalty: 9607.752930
	Iteration 10Q: 3 clusters Score -432230.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -432238.687500 Penalty: 9607.752930
	Iteration 11Q: 3 clusters Score -432238.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -432242.375000 Penalty: 9607.752930
	Iteration 12Q: 3 clusters Score -432242.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -432248.250000 Penalty: 9607.752930
	Iteration 13Q: 3 clusters Score -432248.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -432255.156250 Penalty: 9607.752930
	Iteration 14Q: 3 clusters Score -432255.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -432256.531250 Penalty: 9607.752930
	Iteration 15Q: 3 clusters Score -432256.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -432259.375000 Penalty: 9607.752930
	Iteration 16Q: 3 clusters Score -432259.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -432262.625000 Penalty: 9607.752930
	Iteration 17Q: 3 clusters Score -432262.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -432265.906250 Penalty: 9607.752930
	Iteration 18Q: 3 clusters Score -432265.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -432266.468750 Penalty: 9607.752930
	Iteration 19Q: 3 clusters Score -432266.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -432267.125000 Penalty: 9607.752930
	Iteration 20F: 3 clusters Score -432267.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Entering Unmasked Estep 
Score: -55187.828125 Penalty: 3655.833496
	Iteration 0F: 2 clusters Score -55187.83 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 197 members 
Entering Unmasked Estep 
Score: -52129.867188 Penalty: 7311.666992
	Iteration 0F: 3 clusters Score -52129.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -52244.375000 Penalty: 7311.666992
	Iteration 1Q: 3 clusters Score -52244.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -52266.046875 Penalty: 7311.666992
	Iteration 2Q: 3 clusters Score -52266.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -52305.074219 Penalty: 7311.666992
	Iteration 3Q: 3 clusters Score -52305.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -52324.843750 Penalty: 7311.666992
	Iteration 4Q: 3 clusters Score -52324.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -52365.457031 Penalty: 7311.666992
	Iteration 5Q: 3 clusters Score -52365.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -52393.996094 Penalty: 7311.666992
	Iteration 6Q: 3 clusters Score -52394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -52451.804688 Penalty: 7311.666992
	Iteration 7Q: 3 clusters Score -52451.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -52501.812500 Penalty: 7311.666992
	Iteration 8Q: 3 clusters Score -52501.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -52509.210938 Penalty: 7311.666992
	Iteration 9Q: 3 clusters Score -52509.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -52512.265625 Penalty: 7311.666992
	Iteration 10Q: 3 clusters Score -52512.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -52512.265625 Penalty: 7311.666992
	Iteration 11F: 3 clusters Score -52512.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 37117 members 
Mstep: Class 3 contains 541688 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 35106 members 
Mstep: Class 6 contains 1674 members 
Mstep: Class 7 contains 251590 members 
Mstep: Class 8 contains 12500 members 
Mstep: Class 9 contains 45380 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33149 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8925 members 
Mstep: Class 14 contains 47107 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 21115 members 
Mstep: Class 17 contains 6237 members 
Mstep: Class 18 contains 205492 members 
Mstep: Class 19 contains 93029 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2548 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326320.000000 Penalty: 190448.093750
Iteration 159Q: 23 clusters Score -2.333263e+08 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 37116 members 
Mstep: Class 3 contains 541755 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 35154 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 251455 members 
Mstep: Class 8 contains 12495 members 
Mstep: Class 9 contains 45400 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33155 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8930 members 
Mstep: Class 14 contains 47106 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 21115 members 
Mstep: Class 17 contains 6237 members 
Mstep: Class 18 contains 205503 members 
Mstep: Class 19 contains 93015 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2548 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326368.000000 Penalty: 190448.093750
Iteration 160F: 23 clusters Score -2.333264e+08 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 37115 members 
Mstep: Class 3 contains 541825 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 35203 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 251296 members 
Mstep: Class 8 contains 12497 members 
Mstep: Class 9 contains 45419 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33158 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8935 members 
Mstep: Class 14 contains 47105 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 21115 members 
Mstep: Class 17 contains 6237 members 
Mstep: Class 18 contains 205527 members 
Mstep: Class 19 contains 93005 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2548 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326432.000000 Penalty: 190448.093750
Iteration 161Q: 23 clusters Score -2.333264e+08 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 37116 members 
Mstep: Class 3 contains 541835 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 35262 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 251209 members 
Mstep: Class 8 contains 12499 members 
Mstep: Class 9 contains 45443 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33150 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8937 members 
Mstep: Class 14 contains 47100 members 
Mstep: Class 15 contains 1911 members 
Mstep: Class 16 contains 21115 members 
Mstep: Class 17 contains 6237 members 
Mstep: Class 18 contains 205533 members 
Mstep: Class 19 contains 93001 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2547 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326224.000000 Penalty: 190448.093750
Iteration 162Q: 23 clusters Score -2.333262e+08 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 37116 members 
Mstep: Class 3 contains 541883 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 35304 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 251101 members 
Mstep: Class 8 contains 12498 members 
Mstep: Class 9 contains 45468 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33153 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8940 members 
Mstep: Class 14 contains 47100 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 21116 members 
Mstep: Class 17 contains 6237 members 
Mstep: Class 18 contains 205533 members 
Mstep: Class 19 contains 92992 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2546 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326080.000000 Penalty: 190448.093750
Iteration 163Q: 23 clusters Score -2.333261e+08 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 37119 members 
Mstep: Class 3 contains 541927 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 35337 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 251018 members 
Mstep: Class 8 contains 12492 members 
Mstep: Class 9 contains 45490 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33154 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8943 members 
Mstep: Class 14 contains 47100 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 21118 members 
Mstep: Class 17 contains 6237 members 
Mstep: Class 18 contains 205534 members 
Mstep: Class 19 contains 92974 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2545 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326144.000000 Penalty: 190448.093750
Iteration 164Q: 23 clusters Score -2.333261e+08 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23441 members 
Mstep: Class 2 contains 37123 members 
Mstep: Class 3 contains 541942 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 35385 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 250938 members 
Mstep: Class 8 contains 12495 members 
Mstep: Class 9 contains 45502 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33168 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8947 members 
Mstep: Class 14 contains 47100 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 21119 members 
Mstep: Class 17 contains 6237 members 
Mstep: Class 18 contains 205532 members 
Mstep: Class 19 contains 92957 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2545 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326336.000000 Penalty: 190448.093750
Iteration 165Q: 23 clusters Score -2.333263e+08 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 37126 members 
Mstep: Class 3 contains 541977 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 35416 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 250850 members 
Mstep: Class 8 contains 12485 members 
Mstep: Class 9 contains 45518 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33182 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8951 members 
Mstep: Class 14 contains 47103 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 21119 members 
Mstep: Class 17 contains 6238 members 
Mstep: Class 18 contains 205548 members 
Mstep: Class 19 contains 92938 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2545 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326320.000000 Penalty: 190448.093750
Iteration 166Q: 23 clusters Score -2.333263e+08 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 37131 members 
Mstep: Class 3 contains 542003 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 35449 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 250776 members 
Mstep: Class 8 contains 12487 members 
Mstep: Class 9 contains 45533 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33186 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8954 members 
Mstep: Class 14 contains 47101 members 
Mstep: Class 15 contains 1911 members 
Mstep: Class 16 contains 21119 members 
Mstep: Class 17 contains 6238 members 
Mstep: Class 18 contains 205558 members 
Mstep: Class 19 contains 92922 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2544 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326304.000000 Penalty: 190448.093750
Iteration 167Q: 23 clusters Score -2.333263e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 37137 members 
Mstep: Class 3 contains 542033 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 35482 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 250695 members 
Mstep: Class 8 contains 12486 members 
Mstep: Class 9 contains 45555 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33183 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8956 members 
Mstep: Class 14 contains 47102 members 
Mstep: Class 15 contains 1913 members 
Mstep: Class 16 contains 21119 members 
Mstep: Class 17 contains 6238 members 
Mstep: Class 18 contains 205564 members 
Mstep: Class 19 contains 92910 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2543 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326384.000000 Penalty: 190448.093750
Iteration 168Q: 23 clusters Score -2.333264e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 37137 members 
Mstep: Class 3 contains 542081 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 35505 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 250613 members 
Mstep: Class 8 contains 12485 members 
Mstep: Class 9 contains 45568 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33192 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8957 members 
Mstep: Class 14 contains 47102 members 
Mstep: Class 15 contains 1913 members 
Mstep: Class 16 contains 21119 members 
Mstep: Class 17 contains 6238 members 
Mstep: Class 18 contains 205570 members 
Mstep: Class 19 contains 92898 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2543 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326560.000000 Penalty: 190448.093750
Iteration 169Q: 23 clusters Score -2.333266e+08 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 37135 members 
Mstep: Class 3 contains 542145 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 35529 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 250525 members 
Mstep: Class 8 contains 12484 members 
Mstep: Class 9 contains 45583 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33193 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8957 members 
Mstep: Class 14 contains 47101 members 
Mstep: Class 15 contains 1913 members 
Mstep: Class 16 contains 21119 members 
Mstep: Class 17 contains 6238 members 
Mstep: Class 18 contains 205566 members 
Mstep: Class 19 contains 92890 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2543 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326608.000000 Penalty: 190448.093750
Iteration 170Q: 23 clusters Score -2.333266e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 37136 members 
Mstep: Class 3 contains 542219 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 35554 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 250430 members 
Mstep: Class 8 contains 12485 members 
Mstep: Class 9 contains 45588 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33198 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8957 members 
Mstep: Class 14 contains 47104 members 
Mstep: Class 15 contains 1913 members 
Mstep: Class 16 contains 21119 members 
Mstep: Class 17 contains 6238 members 
Mstep: Class 18 contains 205557 members 
Mstep: Class 19 contains 92879 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2543 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326752.000000 Penalty: 190448.093750
Iteration 171Q: 23 clusters Score -2.333268e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 37137 members 
Mstep: Class 3 contains 542276 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 35574 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 250350 members 
Mstep: Class 8 contains 12487 members 
Mstep: Class 9 contains 45600 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33196 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8957 members 
Mstep: Class 14 contains 47107 members 
Mstep: Class 15 contains 1913 members 
Mstep: Class 16 contains 21119 members 
Mstep: Class 17 contains 6238 members 
Mstep: Class 18 contains 205553 members 
Mstep: Class 19 contains 92871 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2542 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326864.000000 Penalty: 190448.093750
Iteration 172Q: 23 clusters Score -2.333269e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 37136 members 
Mstep: Class 3 contains 542316 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 35594 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 250274 members 
Mstep: Class 8 contains 12482 members 
Mstep: Class 9 contains 45625 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33196 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8957 members 
Mstep: Class 14 contains 47110 members 
Mstep: Class 15 contains 1913 members 
Mstep: Class 16 contains 21119 members 
Mstep: Class 17 contains 6238 members 
Mstep: Class 18 contains 205554 members 
Mstep: Class 19 contains 92866 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2542 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326864.000000 Penalty: 190448.093750
Iteration 173Q: 23 clusters Score -2.333269e+08 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 37138 members 
Mstep: Class 3 contains 542353 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 35623 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 250178 members 
Mstep: Class 8 contains 12479 members 
Mstep: Class 9 contains 45640 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33199 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8957 members 
Mstep: Class 14 contains 47109 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 21119 members 
Mstep: Class 17 contains 6238 members 
Mstep: Class 18 contains 205571 members 
Mstep: Class 19 contains 92860 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2543 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326816.000000 Penalty: 190448.093750
Iteration 174Q: 23 clusters Score -2.333268e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 37141 members 
Mstep: Class 3 contains 542397 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 35645 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 250091 members 
Mstep: Class 8 contains 12479 members 
Mstep: Class 9 contains 45653 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33202 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8957 members 
Mstep: Class 14 contains 47107 members 
Mstep: Class 15 contains 1918 members 
Mstep: Class 16 contains 21119 members 
Mstep: Class 17 contains 6238 members 
Mstep: Class 18 contains 205577 members 
Mstep: Class 19 contains 92855 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2544 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326496.000000 Penalty: 190448.093750
Iteration 175Q: 23 clusters Score -2.333265e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 37142 members 
Mstep: Class 3 contains 542418 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 35685 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 250015 members 
Mstep: Class 8 contains 12480 members 
Mstep: Class 9 contains 45662 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33195 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8958 members 
Mstep: Class 14 contains 47108 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 21120 members 
Mstep: Class 17 contains 6238 members 
Mstep: Class 18 contains 205591 members 
Mstep: Class 19 contains 92854 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2542 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326512.000000 Penalty: 190448.093750
Iteration 176Q: 23 clusters Score -2.333265e+08 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 37142 members 
Mstep: Class 3 contains 542450 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 35720 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 249941 members 
Mstep: Class 8 contains 12481 members 
Mstep: Class 9 contains 45668 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33195 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8959 members 
Mstep: Class 14 contains 47109 members 
Mstep: Class 15 contains 1920 members 
Mstep: Class 16 contains 21120 members 
Mstep: Class 17 contains 6238 members 
Mstep: Class 18 contains 205597 members 
Mstep: Class 19 contains 92848 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2541 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326560.000000 Penalty: 190448.093750
Iteration 177Q: 23 clusters Score -2.333266e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 37141 members 
Mstep: Class 3 contains 542464 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 35744 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 249872 members 
Mstep: Class 8 contains 12476 members 
Mstep: Class 9 contains 45684 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33198 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8961 members 
Mstep: Class 14 contains 47107 members 
Mstep: Class 15 contains 1920 members 
Mstep: Class 16 contains 21120 members 
Mstep: Class 17 contains 6238 members 
Mstep: Class 18 contains 205618 members 
Mstep: Class 19 contains 92845 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2541 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326864.000000 Penalty: 190448.093750
Iteration 178Q: 23 clusters Score -2.333269e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 37142 members 
Mstep: Class 3 contains 542477 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 35768 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 249812 members 
Mstep: Class 8 contains 12477 members 
Mstep: Class 9 contains 45690 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33200 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8961 members 
Mstep: Class 14 contains 47111 members 
Mstep: Class 15 contains 1920 members 
Mstep: Class 16 contains 21120 members 
Mstep: Class 17 contains 6238 members 
Mstep: Class 18 contains 205629 members 
Mstep: Class 19 contains 92843 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2541 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326736.000000 Penalty: 190448.093750
Iteration 179Q: 23 clusters Score -2.333267e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 37142 members 
Mstep: Class 3 contains 542517 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 35788 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 249731 members 
Mstep: Class 8 contains 12477 members 
Mstep: Class 9 contains 45703 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33204 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8961 members 
Mstep: Class 14 contains 47112 members 
Mstep: Class 15 contains 1920 members 
Mstep: Class 16 contains 21120 members 
Mstep: Class 17 contains 6238 members 
Mstep: Class 18 contains 205635 members 
Mstep: Class 19 contains 92840 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2541 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326640.000000 Penalty: 190448.093750
Iteration 180F: 23 clusters Score -2.333266e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 37142 members 
Mstep: Class 3 contains 542541 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 35808 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 249657 members 
Mstep: Class 8 contains 12478 members 
Mstep: Class 9 contains 45714 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33207 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8961 members 
Mstep: Class 14 contains 47112 members 
Mstep: Class 15 contains 1920 members 
Mstep: Class 16 contains 21120 members 
Mstep: Class 17 contains 6238 members 
Mstep: Class 18 contains 205654 members 
Mstep: Class 19 contains 92833 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2541 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326560.000000 Penalty: 190448.093750
Iteration 181Q: 23 clusters Score -2.333266e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 37145 members 
Mstep: Class 3 contains 542582 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 35826 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 249589 members 
Mstep: Class 8 contains 12479 members 
Mstep: Class 9 contains 45722 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33213 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8961 members 
Mstep: Class 14 contains 47113 members 
Mstep: Class 15 contains 1920 members 
Mstep: Class 16 contains 21120 members 
Mstep: Class 17 contains 6238 members 
Mstep: Class 18 contains 205644 members 
Mstep: Class 19 contains 92831 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2541 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326512.000000 Penalty: 190448.093750
Iteration 182Q: 23 clusters Score -2.333265e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 37149 members 
Mstep: Class 3 contains 542612 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 35842 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 249541 members 
Mstep: Class 8 contains 12479 members 
Mstep: Class 9 contains 45728 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33212 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8961 members 
Mstep: Class 14 contains 47115 members 
Mstep: Class 15 contains 1920 members 
Mstep: Class 16 contains 21120 members 
Mstep: Class 17 contains 6238 members 
Mstep: Class 18 contains 205638 members 
Mstep: Class 19 contains 92827 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2541 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326448.000000 Penalty: 190448.093750
Iteration 183Q: 23 clusters Score -2.333264e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 37149 members 
Mstep: Class 3 contains 542637 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 35854 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 249501 members 
Mstep: Class 8 contains 12474 members 
Mstep: Class 9 contains 45733 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33212 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8962 members 
Mstep: Class 14 contains 47116 members 
Mstep: Class 15 contains 1920 members 
Mstep: Class 16 contains 21120 members 
Mstep: Class 17 contains 6238 members 
Mstep: Class 18 contains 205645 members 
Mstep: Class 19 contains 92820 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2541 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326448.000000 Penalty: 190448.093750
Iteration 184Q: 23 clusters Score -2.333264e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 37150 members 
Mstep: Class 3 contains 542657 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 35863 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 249455 members 
Mstep: Class 8 contains 12473 members 
Mstep: Class 9 contains 45740 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33211 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8963 members 
Mstep: Class 14 contains 47116 members 
Mstep: Class 15 contains 1920 members 
Mstep: Class 16 contains 21120 members 
Mstep: Class 17 contains 6238 members 
Mstep: Class 18 contains 205663 members 
Mstep: Class 19 contains 92811 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2541 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326096.000000 Penalty: 190448.093750
Iteration 185Q: 23 clusters Score -2.333261e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 37149 members 
Mstep: Class 3 contains 542686 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 35874 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 249383 members 
Mstep: Class 8 contains 12476 members 
Mstep: Class 9 contains 45750 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33213 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8964 members 
Mstep: Class 14 contains 47115 members 
Mstep: Class 15 contains 1920 members 
Mstep: Class 16 contains 21120 members 
Mstep: Class 17 contains 6238 members 
Mstep: Class 18 contains 205685 members 
Mstep: Class 19 contains 92806 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2541 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326064.000000 Penalty: 190448.093750
Iteration 186Q: 23 clusters Score -2.333261e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 37148 members 
Mstep: Class 3 contains 542719 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 35877 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 249322 members 
Mstep: Class 8 contains 12479 members 
Mstep: Class 9 contains 45756 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33216 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8966 members 
Mstep: Class 14 contains 47117 members 
Mstep: Class 15 contains 1920 members 
Mstep: Class 16 contains 21120 members 
Mstep: Class 17 contains 6238 members 
Mstep: Class 18 contains 205702 members 
Mstep: Class 19 contains 92798 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2541 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326224.000000 Penalty: 190448.093750
Iteration 187Q: 23 clusters Score -2.333262e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 37149 members 
Mstep: Class 3 contains 542748 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 35885 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 249268 members 
Mstep: Class 8 contains 12479 members 
Mstep: Class 9 contains 45762 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33220 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8968 members 
Mstep: Class 14 contains 47117 members 
Mstep: Class 15 contains 1921 members 
Mstep: Class 16 contains 21120 members 
Mstep: Class 17 contains 6238 members 
Mstep: Class 18 contains 205712 members 
Mstep: Class 19 contains 92790 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2541 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326192.000000 Penalty: 190448.093750
Iteration 188Q: 23 clusters Score -2.333262e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 37151 members 
Mstep: Class 3 contains 542778 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 35894 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 249208 members 
Mstep: Class 8 contains 12482 members 
Mstep: Class 9 contains 45768 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33220 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8970 members 
Mstep: Class 14 contains 47118 members 
Mstep: Class 15 contains 1922 members 
Mstep: Class 16 contains 21120 members 
Mstep: Class 17 contains 6238 members 
Mstep: Class 18 contains 205726 members 
Mstep: Class 19 contains 92783 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2541 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326352.000000 Penalty: 190448.093750
Iteration 189Q: 23 clusters Score -2.333264e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 37153 members 
Mstep: Class 3 contains 542812 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 35907 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 249127 members 
Mstep: Class 8 contains 12483 members 
Mstep: Class 9 contains 45777 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33224 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8972 members 
Mstep: Class 14 contains 47119 members 
Mstep: Class 15 contains 1923 members 
Mstep: Class 16 contains 21120 members 
Mstep: Class 17 contains 6238 members 
Mstep: Class 18 contains 205744 members 
Mstep: Class 19 contains 92778 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2541 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326368.000000 Penalty: 190448.093750
Iteration 190Q: 23 clusters Score -2.333264e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 37154 members 
Mstep: Class 3 contains 542832 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 35921 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 249067 members 
Mstep: Class 8 contains 12484 members 
Mstep: Class 9 contains 45787 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33227 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8973 members 
Mstep: Class 14 contains 47118 members 
Mstep: Class 15 contains 1923 members 
Mstep: Class 16 contains 21120 members 
Mstep: Class 17 contains 6238 members 
Mstep: Class 18 contains 205755 members 
Mstep: Class 19 contains 92779 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2541 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326384.000000 Penalty: 190448.093750
Iteration 191Q: 23 clusters Score -2.333264e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 37157 members 
Mstep: Class 3 contains 542866 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 35944 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 248995 members 
Mstep: Class 8 contains 12486 members 
Mstep: Class 9 contains 45792 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33229 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8973 members 
Mstep: Class 14 contains 47116 members 
Mstep: Class 15 contains 1923 members 
Mstep: Class 16 contains 21120 members 
Mstep: Class 17 contains 6238 members 
Mstep: Class 18 contains 205760 members 
Mstep: Class 19 contains 92777 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2541 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326288.000000 Penalty: 190448.093750
Iteration 192Q: 23 clusters Score -2.333263e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 37158 members 
Mstep: Class 3 contains 542895 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 35958 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 248940 members 
Mstep: Class 8 contains 12491 members 
Mstep: Class 9 contains 45796 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33232 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8973 members 
Mstep: Class 14 contains 47112 members 
Mstep: Class 15 contains 1923 members 
Mstep: Class 16 contains 21120 members 
Mstep: Class 17 contains 6239 members 
Mstep: Class 18 contains 205768 members 
Mstep: Class 19 contains 92771 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2541 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326448.000000 Penalty: 190448.093750
Iteration 193Q: 23 clusters Score -2.333264e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 37159 members 
Mstep: Class 3 contains 542917 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 35975 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 248909 members 
Mstep: Class 8 contains 12494 members 
Mstep: Class 9 contains 45798 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33233 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8973 members 
Mstep: Class 14 contains 47112 members 
Mstep: Class 15 contains 1923 members 
Mstep: Class 16 contains 21120 members 
Mstep: Class 17 contains 6240 members 
Mstep: Class 18 contains 205760 members 
Mstep: Class 19 contains 92764 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2542 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326656.000000 Penalty: 190448.093750
Iteration 194Q: 23 clusters Score -2.333267e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 37160 members 
Mstep: Class 3 contains 542922 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 35994 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 248877 members 
Mstep: Class 8 contains 12499 members 
Mstep: Class 9 contains 45805 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33241 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8973 members 
Mstep: Class 14 contains 47111 members 
Mstep: Class 15 contains 1923 members 
Mstep: Class 16 contains 21120 members 
Mstep: Class 17 contains 6240 members 
Mstep: Class 18 contains 205755 members 
Mstep: Class 19 contains 92759 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2541 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326656.000000 Penalty: 190448.093750
Iteration 195Q: 23 clusters Score -2.333267e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 37161 members 
Mstep: Class 3 contains 542936 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36011 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 248838 members 
Mstep: Class 8 contains 12500 members 
Mstep: Class 9 contains 45811 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33246 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8973 members 
Mstep: Class 14 contains 47110 members 
Mstep: Class 15 contains 1923 members 
Mstep: Class 16 contains 21121 members 
Mstep: Class 17 contains 6240 members 
Mstep: Class 18 contains 205754 members 
Mstep: Class 19 contains 92756 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2541 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326848.000000 Penalty: 190448.093750
Iteration 196Q: 23 clusters Score -2.333268e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 37162 members 
Mstep: Class 3 contains 542961 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36022 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 248785 members 
Mstep: Class 8 contains 12503 members 
Mstep: Class 9 contains 45818 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33246 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8973 members 
Mstep: Class 14 contains 47107 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 21121 members 
Mstep: Class 17 contains 6240 members 
Mstep: Class 18 contains 205767 members 
Mstep: Class 19 contains 92751 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2541 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327088.000000 Penalty: 190448.093750
Iteration 197Q: 23 clusters Score -2.333271e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 37164 members 
Mstep: Class 3 contains 542976 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36023 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 248733 members 
Mstep: Class 8 contains 12505 members 
Mstep: Class 9 contains 45826 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33249 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8973 members 
Mstep: Class 14 contains 47107 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 21120 members 
Mstep: Class 17 contains 6240 members 
Mstep: Class 18 contains 205791 members 
Mstep: Class 19 contains 92747 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2541 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326944.000000 Penalty: 190448.093750
Iteration 198Q: 23 clusters Score -2.333269e+08 nChanged 105
Entering ConstructFrom: 
Score: -233326944.000000 Penalty: 190448.093750
Entering ConstructFrom: 
Trying to split cluster 1 (23425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Entering Unmasked Estep 
Score: -4086398.000000 Penalty: 6162.704590
	Iteration 0F: 2 clusters Score -4086398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -4067615.000000 Penalty: 12325.409180
	Iteration 0F: 3 clusters Score -4067615 nChanged 9686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -4072857.000000 Penalty: 12325.409180
	Iteration 1F: 3 clusters Score -4072857 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -4073527.500000 Penalty: 12325.409180
	Iteration 2F: 3 clusters Score -4073528 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -4073954.250000 Penalty: 12325.409180
	Iteration 3Q: 3 clusters Score -4073954 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -4074267.500000 Penalty: 12325.409180
	Iteration 4Q: 3 clusters Score -4074268 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -4074489.000000 Penalty: 12325.409180
	Iteration 5Q: 3 clusters Score -4074489 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -4074700.750000 Penalty: 12325.409180
	Iteration 6Q: 3 clusters Score -4074701 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -4074883.500000 Penalty: 12325.409180
	Iteration 7Q: 3 clusters Score -4074884 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -4075057.750000 Penalty: 12325.409180
	Iteration 8Q: 3 clusters Score -4075058 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -4075298.250000 Penalty: 12325.409180
	Iteration 9Q: 3 clusters Score -4075298 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -4075555.250000 Penalty: 12325.409180
	Iteration 10Q: 3 clusters Score -4075555 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -4075866.000000 Penalty: 12325.409180
	Iteration 11Q: 3 clusters Score -4075866 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -4076220.250000 Penalty: 12325.409180
	Iteration 12Q: 3 clusters Score -4076220 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -4076611.000000 Penalty: 12325.409180
	Iteration 13Q: 3 clusters Score -4076611 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -4077120.000000 Penalty: 12325.409180
	Iteration 14Q: 3 clusters Score -4077120 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -4077601.000000 Penalty: 12325.409180
	Iteration 15Q: 3 clusters Score -4077601 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -4078087.750000 Penalty: 12325.409180
	Iteration 16Q: 3 clusters Score -4078088 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -4078558.000000 Penalty: 12325.409180
	Iteration 17Q: 3 clusters Score -4078558 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -4078933.500000 Penalty: 12325.409180
	Iteration 18Q: 3 clusters Score -4078934 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -4079263.750000 Penalty: 12325.409180
	Iteration 19Q: 3 clusters Score -4079264 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -4079577.000000 Penalty: 12325.409180
	Iteration 20F: 3 clusters Score -4079577 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -4079871.000000 Penalty: 12325.409180
	Iteration 21Q: 3 clusters Score -4079871 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -4080103.250000 Penalty: 12325.409180
	Iteration 22Q: 3 clusters Score -4080103 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -4080326.250000 Penalty: 12325.409180
	Iteration 23Q: 3 clusters Score -4080326 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -4080480.750000 Penalty: 12325.409180
	Iteration 24Q: 3 clusters Score -4080481 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -4080608.000000 Penalty: 12325.409180
	Iteration 25Q: 3 clusters Score -4080608 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -4080713.750000 Penalty: 12325.409180
	Iteration 26Q: 3 clusters Score -4080714 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -4080800.500000 Penalty: 12325.409180
	Iteration 27Q: 3 clusters Score -4080800 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -4080882.000000 Penalty: 12325.409180
	Iteration 28Q: 3 clusters Score -4080882 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -4080923.750000 Penalty: 12325.409180
	Iteration 29Q: 3 clusters Score -4080924 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -4080956.750000 Penalty: 12325.409180
	Iteration 30Q: 3 clusters Score -4080957 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -4080999.500000 Penalty: 12325.409180
	Iteration 31Q: 3 clusters Score -4081000 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -4081046.250000 Penalty: 12325.409180
	Iteration 32Q: 3 clusters Score -4081046 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -4081084.250000 Penalty: 12325.409180
	Iteration 33Q: 3 clusters Score -4081084 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -4081101.250000 Penalty: 12325.409180
	Iteration 34Q: 3 clusters Score -4081101 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -4081120.250000 Penalty: 12325.409180
	Iteration 35Q: 3 clusters Score -4081120 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -4081139.250000 Penalty: 12325.409180
	Iteration 36Q: 3 clusters Score -4081139 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -4081141.250000 Penalty: 12325.409180
	Iteration 37Q: 3 clusters Score -4081141 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -4081159.750000 Penalty: 12325.409180
	Iteration 38Q: 3 clusters Score -4081160 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -4081161.250000 Penalty: 12325.409180
	Iteration 39Q: 3 clusters Score -4081161 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -4081174.750000 Penalty: 12325.409180
	Iteration 40F: 3 clusters Score -4081175 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -4081183.000000 Penalty: 12325.409180
	Iteration 41Q: 3 clusters Score -4081183 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -4081193.000000 Penalty: 12325.409180
	Iteration 42Q: 3 clusters Score -4081193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -4081194.500000 Penalty: 12325.409180
	Iteration 43Q: 3 clusters Score -4081194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21914 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -4081205.500000 Penalty: 12325.409180
	Iteration 44Q: 3 clusters Score -4081206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -4081205.500000 Penalty: 12325.409180
	Iteration 45Q: 3 clusters Score -4081206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -4081210.000000 Penalty: 12325.409180
	Iteration 46Q: 3 clusters Score -4081210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -4081215.000000 Penalty: 12325.409180
	Iteration 47Q: 3 clusters Score -4081215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21930 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -4081211.500000 Penalty: 12325.409180
	Iteration 48Q: 3 clusters Score -4081212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -4081216.500000 Penalty: 12325.409180
	Iteration 49Q: 3 clusters Score -4081216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -4081220.750000 Penalty: 12325.409180
	Iteration 50Q: 3 clusters Score -4081221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -4081222.500000 Penalty: 12325.409180
	Iteration 51Q: 3 clusters Score -4081222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -4081223.000000 Penalty: 12325.409180
	Iteration 52Q: 3 clusters Score -4081223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -4081223.000000 Penalty: 12325.409180
	Iteration 53F: 3 clusters Score -4081223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (37163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37163 members 
Entering Unmasked Estep 
Score: -6271231.000000 Penalty: 6445.379883
	Iteration 0F: 2 clusters Score -6271231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -6243816.000000 Penalty: 12890.759766
	Iteration 0F: 3 clusters Score -6243816 nChanged 16035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -6252467.500000 Penalty: 12890.759766
	Iteration 1F: 3 clusters Score -6252468 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -6253217.000000 Penalty: 12890.759766
	Iteration 2F: 3 clusters Score -6253217 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -6253862.000000 Penalty: 12890.759766
	Iteration 3Q: 3 clusters Score -6253862 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -6254398.000000 Penalty: 12890.759766
	Iteration 4Q: 3 clusters Score -6254398 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -6255024.000000 Penalty: 12890.759766
	Iteration 5Q: 3 clusters Score -6255024 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -6255749.000000 Penalty: 12890.759766
	Iteration 6Q: 3 clusters Score -6255749 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 26000 members 
Entering Unmasked Estep 
Score: -6256718.000000 Penalty: 12890.759766
	Iteration 7Q: 3 clusters Score -6256718 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 27906 members 
Entering Unmasked Estep 
Score: -6258021.500000 Penalty: 12890.759766
	Iteration 8F: 3 clusters Score -6258022 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 30051 members 
Entering Unmasked Estep 
Score: -6259708.500000 Penalty: 12890.759766
	Iteration 9F: 3 clusters Score -6259708 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 32138 members 
Entering Unmasked Estep 
Score: -6261500.500000 Penalty: 12890.759766
	Iteration 10F: 3 clusters Score -6261500 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 33876 members 
Entering Unmasked Estep 
Score: -6263084.500000 Penalty: 12890.759766
	Iteration 11Q: 3 clusters Score -6263084 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 35049 members 
Entering Unmasked Estep 
Score: -6264188.000000 Penalty: 12890.759766
	Iteration 12Q: 3 clusters Score -6264188 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 35691 members 
Entering Unmasked Estep 
Score: -6264769.000000 Penalty: 12890.759766
	Iteration 13Q: 3 clusters Score -6264769 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 36051 members 
Entering Unmasked Estep 
Score: -6265133.500000 Penalty: 12890.759766
	Iteration 14Q: 3 clusters Score -6265134 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 36228 members 
Entering Unmasked Estep 
Score: -6265337.000000 Penalty: 12890.759766
	Iteration 15Q: 3 clusters Score -6265337 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 36324 members 
Entering Unmasked Estep 
Score: -6265439.000000 Penalty: 12890.759766
	Iteration 16Q: 3 clusters Score -6265439 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 36379 members 
Entering Unmasked Estep 
Score: -6265522.000000 Penalty: 12890.759766
	Iteration 17Q: 3 clusters Score -6265522 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 36421 members 
Entering Unmasked Estep 
Score: -6265560.500000 Penalty: 12890.759766
	Iteration 18Q: 3 clusters Score -6265560 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 36452 members 
Entering Unmasked Estep 
Score: -6265608.000000 Penalty: 12890.759766
	Iteration 19Q: 3 clusters Score -6265608 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 36466 members 
Entering Unmasked Estep 
Score: -6265639.000000 Penalty: 12890.759766
	Iteration 20F: 3 clusters Score -6265639 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 36474 members 
Entering Unmasked Estep 
Score: -6265640.000000 Penalty: 12890.759766
	Iteration 21Q: 3 clusters Score -6265640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 36483 members 
Entering Unmasked Estep 
Score: -6265647.500000 Penalty: 12890.759766
	Iteration 22Q: 3 clusters Score -6265648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 36486 members 
Entering Unmasked Estep 
Score: -6265642.500000 Penalty: 12890.759766
	Iteration 23Q: 3 clusters Score -6265642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 36489 members 
Entering Unmasked Estep 
Score: -6265646.000000 Penalty: 12890.759766
	Iteration 24Q: 3 clusters Score -6265646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 36489 members 
Entering Unmasked Estep 
Score: -6265646.000000 Penalty: 12890.759766
	Iteration 25F: 3 clusters Score -6265646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (542995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542995 members 
Entering Unmasked Estep 
Score: -93152928.000000 Penalty: 8087.973633
	Iteration 0F: 2 clusters Score -9.315293e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271622 members 
Mstep: Class 2 contains 271373 members 
Entering Unmasked Estep 
Score: -92827416.000000 Penalty: 16175.947266
	Iteration 0F: 3 clusters Score -9.282742e+07 nChanged 261744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270310 members 
Mstep: Class 2 contains 272685 members 
Entering Unmasked Estep 
Score: -92979688.000000 Penalty: 16175.947266
	Iteration 1F: 3 clusters Score -9.297969e+07 nChanged 12008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269154 members 
Mstep: Class 2 contains 273841 members 
Entering Unmasked Estep 
Score: -92981568.000000 Penalty: 16175.947266
	Iteration 2Q: 3 clusters Score -9.298157e+07 nChanged 12980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267314 members 
Mstep: Class 2 contains 275681 members 
Entering Unmasked Estep 
Score: -92984176.000000 Penalty: 16175.947266
	Iteration 3Q: 3 clusters Score -9.298418e+07 nChanged 14463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264457 members 
Mstep: Class 2 contains 278538 members 
Entering Unmasked Estep 
Score: -92987616.000000 Penalty: 16175.947266
	Iteration 4Q: 3 clusters Score -9.298762e+07 nChanged 16782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260085 members 
Mstep: Class 2 contains 282910 members 
Entering Unmasked Estep 
Score: -92992536.000000 Penalty: 16175.947266
	Iteration 5Q: 3 clusters Score -9.299254e+07 nChanged 19789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253658 members 
Mstep: Class 2 contains 289337 members 
Entering Unmasked Estep 
Score: -92998592.000000 Penalty: 16175.947266
	Iteration 6Q: 3 clusters Score -9.299859e+07 nChanged 23365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244351 members 
Mstep: Class 2 contains 298644 members 
Entering Unmasked Estep 
Score: -93008032.000000 Penalty: 16175.947266
	Iteration 7Q: 3 clusters Score -9.300803e+07 nChanged 27021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231638 members 
Mstep: Class 2 contains 311357 members 
Entering Unmasked Estep 
Score: -93019000.000000 Penalty: 16175.947266
	Iteration 8Q: 3 clusters Score -9.3019e+07 nChanged 29658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215034 members 
Mstep: Class 2 contains 327961 members 
Entering Unmasked Estep 
Score: -93031040.000000 Penalty: 16175.947266
	Iteration 9F: 3 clusters Score -9.303104e+07 nChanged 31168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194492 members 
Mstep: Class 2 contains 348503 members 
Entering Unmasked Estep 
Score: -93046752.000000 Penalty: 16175.947266
	Iteration 10F: 3 clusters Score -9.304675e+07 nChanged 30672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170698 members 
Mstep: Class 2 contains 372297 members 
Entering Unmasked Estep 
Score: -93063032.000000 Penalty: 16175.947266
	Iteration 11F: 3 clusters Score -9.306303e+07 nChanged 29334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144770 members 
Mstep: Class 2 contains 398225 members 
Entering Unmasked Estep 
Score: -93081416.000000 Penalty: 16175.947266
	Iteration 12F: 3 clusters Score -9.308142e+07 nChanged 27365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118773 members 
Mstep: Class 2 contains 424222 members 
Entering Unmasked Estep 
Score: -93102392.000000 Penalty: 16175.947266
	Iteration 13F: 3 clusters Score -9.310239e+07 nChanged 25047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94216 members 
Mstep: Class 2 contains 448779 members 
Entering Unmasked Estep 
Score: -93119208.000000 Penalty: 16175.947266
	Iteration 14Q: 3 clusters Score -9.311921e+07 nChanged 21564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73202 members 
Mstep: Class 2 contains 469793 members 
Entering Unmasked Estep 
Score: -93130416.000000 Penalty: 16175.947266
	Iteration 15Q: 3 clusters Score -9.313042e+07 nChanged 16781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57115 members 
Mstep: Class 2 contains 485880 members 
Entering Unmasked Estep 
Score: -93137504.000000 Penalty: 16175.947266
	Iteration 16Q: 3 clusters Score -9.31375e+07 nChanged 11984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45937 members 
Mstep: Class 2 contains 497058 members 
Entering Unmasked Estep 
Score: -93140992.000000 Penalty: 16175.947266
	Iteration 17Q: 3 clusters Score -9.314099e+07 nChanged 8215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38282 members 
Mstep: Class 2 contains 504713 members 
Entering Unmasked Estep 
Score: -93142136.000000 Penalty: 16175.947266
	Iteration 18Q: 3 clusters Score -9.314214e+07 nChanged 6142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32448 members 
Mstep: Class 2 contains 510547 members 
Entering Unmasked Estep 
Score: -93142632.000000 Penalty: 16175.947266
	Iteration 19Q: 3 clusters Score -9.314263e+07 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27541 members 
Mstep: Class 2 contains 515454 members 
Entering Unmasked Estep 
Score: -93143000.000000 Penalty: 16175.947266
	Iteration 20F: 3 clusters Score -9.3143e+07 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 519559 members 
Entering Unmasked Estep 
Score: -93143672.000000 Penalty: 16175.947266
	Iteration 21Q: 3 clusters Score -9.314367e+07 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 522991 members 
Entering Unmasked Estep 
Score: -93144208.000000 Penalty: 16175.947266
	Iteration 22Q: 3 clusters Score -9.314421e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 525923 members 
Entering Unmasked Estep 
Score: -93144784.000000 Penalty: 16175.947266
	Iteration 23Q: 3 clusters Score -9.314478e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 528408 members 
Entering Unmasked Estep 
Score: -93144856.000000 Penalty: 16175.947266
	Iteration 24Q: 3 clusters Score -9.314486e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 530519 members 
Entering Unmasked Estep 
Score: -93145176.000000 Penalty: 16175.947266
	Iteration 25Q: 3 clusters Score -9.314518e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 532255 members 
Entering Unmasked Estep 
Score: -93145528.000000 Penalty: 16175.947266
	Iteration 26Q: 3 clusters Score -9.314553e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 533740 members 
Entering Unmasked Estep 
Score: -93145264.000000 Penalty: 16175.947266
	Iteration 27Q: 3 clusters Score -9.314526e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 535012 members 
Entering Unmasked Estep 
Score: -93145232.000000 Penalty: 16175.947266
	Iteration 28Q: 3 clusters Score -9.314523e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 536104 members 
Entering Unmasked Estep 
Score: -93145376.000000 Penalty: 16175.947266
	Iteration 29Q: 3 clusters Score -9.314538e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 537037 members 
Entering Unmasked Estep 
Score: -93145608.000000 Penalty: 16175.947266
	Iteration 30Q: 3 clusters Score -9.314561e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 537802 members 
Entering Unmasked Estep 
Score: -93145984.000000 Penalty: 16175.947266
	Iteration 31Q: 3 clusters Score -9.314598e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 538456 members 
Entering Unmasked Estep 
Score: -93145848.000000 Penalty: 16175.947266
	Iteration 32Q: 3 clusters Score -9.314585e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 538994 members 
Entering Unmasked Estep 
Score: -93145968.000000 Penalty: 16175.947266
	Iteration 33Q: 3 clusters Score -9.314597e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 539450 members 
Entering Unmasked Estep 
Score: -93145864.000000 Penalty: 16175.947266
	Iteration 34Q: 3 clusters Score -9.314586e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 539813 members 
Entering Unmasked Estep 
Score: -93146032.000000 Penalty: 16175.947266
	Iteration 35Q: 3 clusters Score -9.314603e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 540113 members 
Entering Unmasked Estep 
Score: -93146152.000000 Penalty: 16175.947266
	Iteration 36Q: 3 clusters Score -9.314615e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 540378 members 
Entering Unmasked Estep 
Score: -93146128.000000 Penalty: 16175.947266
	Iteration 37Q: 3 clusters Score -9.314613e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 540597 members 
Entering Unmasked Estep 
Score: -93146160.000000 Penalty: 16175.947266
	Iteration 38Q: 3 clusters Score -9.314616e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 540745 members 
Entering Unmasked Estep 
Score: -93146136.000000 Penalty: 16175.947266
	Iteration 39Q: 3 clusters Score -9.314614e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 540866 members 
Entering Unmasked Estep 
Score: -93146184.000000 Penalty: 16175.947266
	Iteration 40F: 3 clusters Score -9.314618e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 540973 members 
Entering Unmasked Estep 
Score: -93146152.000000 Penalty: 16175.947266
	Iteration 41Q: 3 clusters Score -9.314615e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 541061 members 
Entering Unmasked Estep 
Score: -93146232.000000 Penalty: 16175.947266
	Iteration 42Q: 3 clusters Score -9.314623e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 541133 members 
Entering Unmasked Estep 
Score: -93146312.000000 Penalty: 16175.947266
	Iteration 43Q: 3 clusters Score -9.314631e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 541187 members 
Entering Unmasked Estep 
Score: -93146280.000000 Penalty: 16175.947266
	Iteration 44Q: 3 clusters Score -9.314628e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 541238 members 
Entering Unmasked Estep 
Score: -93146328.000000 Penalty: 16175.947266
	Iteration 45Q: 3 clusters Score -9.314633e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 541277 members 
Entering Unmasked Estep 
Score: -93146408.000000 Penalty: 16175.947266
	Iteration 46Q: 3 clusters Score -9.314641e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 541313 members 
Entering Unmasked Estep 
Score: -93146320.000000 Penalty: 16175.947266
	Iteration 47Q: 3 clusters Score -9.314632e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 541347 members 
Entering Unmasked Estep 
Score: -93146328.000000 Penalty: 16175.947266
	Iteration 48Q: 3 clusters Score -9.314633e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 541383 members 
Entering Unmasked Estep 
Score: -93146296.000000 Penalty: 16175.947266
	Iteration 49Q: 3 clusters Score -9.31463e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 541410 members 
Entering Unmasked Estep 
Score: -93146344.000000 Penalty: 16175.947266
	Iteration 50Q: 3 clusters Score -9.314634e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 541418 members 
Entering Unmasked Estep 
Score: -93146312.000000 Penalty: 16175.947266
	Iteration 51Q: 3 clusters Score -9.314631e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 541422 members 
Entering Unmasked Estep 
Score: -93146320.000000 Penalty: 16175.947266
	Iteration 52Q: 3 clusters Score -9.314632e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 541425 members 
Entering Unmasked Estep 
Score: -93146280.000000 Penalty: 16175.947266
	Iteration 53Q: 3 clusters Score -9.314628e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 541433 members 
Entering Unmasked Estep 
Score: -93146288.000000 Penalty: 16175.947266
	Iteration 54Q: 3 clusters Score -9.314629e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 541447 members 
Entering Unmasked Estep 
Score: -93146288.000000 Penalty: 16175.947266
	Iteration 55Q: 3 clusters Score -9.314629e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 541462 members 
Entering Unmasked Estep 
Score: -93146288.000000 Penalty: 16175.947266
	Iteration 56Q: 3 clusters Score -9.314629e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 541479 members 
Entering Unmasked Estep 
Score: -93146296.000000 Penalty: 16175.947266
	Iteration 57Q: 3 clusters Score -9.31463e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 541484 members 
Entering Unmasked Estep 
Score: -93146344.000000 Penalty: 16175.947266
	Iteration 58Q: 3 clusters Score -9.314634e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 541493 members 
Entering Unmasked Estep 
Score: -93146400.000000 Penalty: 16175.947266
	Iteration 59Q: 3 clusters Score -9.31464e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 541501 members 
Entering Unmasked Estep 
Score: -93146360.000000 Penalty: 16175.947266
	Iteration 60F: 3 clusters Score -9.314636e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 541509 members 
Entering Unmasked Estep 
Score: -93146352.000000 Penalty: 16175.947266
	Iteration 61Q: 3 clusters Score -9.314635e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 541518 members 
Entering Unmasked Estep 
Score: -93146328.000000 Penalty: 16175.947266
	Iteration 62Q: 3 clusters Score -9.314633e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 541523 members 
Entering Unmasked Estep 
Score: -93146408.000000 Penalty: 16175.947266
	Iteration 63Q: 3 clusters Score -9.314641e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 541529 members 
Entering Unmasked Estep 
Score: -93146344.000000 Penalty: 16175.947266
	Iteration 64Q: 3 clusters Score -9.314634e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 541536 members 
Entering Unmasked Estep 
Score: -93146360.000000 Penalty: 16175.947266
	Iteration 65Q: 3 clusters Score -9.314636e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 541540 members 
Entering Unmasked Estep 
Score: -93146432.000000 Penalty: 16175.947266
	Iteration 66Q: 3 clusters Score -9.314643e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 541544 members 
Entering Unmasked Estep 
Score: -93146416.000000 Penalty: 16175.947266
	Iteration 67Q: 3 clusters Score -9.314642e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 541550 members 
Entering Unmasked Estep 
Score: -93146424.000000 Penalty: 16175.947266
	Iteration 68Q: 3 clusters Score -9.314642e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 541554 members 
Entering Unmasked Estep 
Score: -93146440.000000 Penalty: 16175.947266
	Iteration 69Q: 3 clusters Score -9.314644e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 541559 members 
Entering Unmasked Estep 
Score: -93146472.000000 Penalty: 16175.947266
	Iteration 70Q: 3 clusters Score -9.314647e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 541560 members 
Entering Unmasked Estep 
Score: -93146464.000000 Penalty: 16175.947266
	Iteration 71Q: 3 clusters Score -9.314646e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 541563 members 
Entering Unmasked Estep 
Score: -93146448.000000 Penalty: 16175.947266
	Iteration 72Q: 3 clusters Score -9.314645e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 541562 members 
Entering Unmasked Estep 
Score: -93146496.000000 Penalty: 16175.947266
	Iteration 73Q: 3 clusters Score -9.31465e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 541562 members 
Entering Unmasked Estep 
Score: -93146496.000000 Penalty: 16175.947266
	Iteration 74F: 3 clusters Score -9.31465e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Entering Unmasked Estep 
Score: -256687.062500 Penalty: 4520.024414
	Iteration 0F: 2 clusters Score -256687.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -252002.687500 Penalty: 9040.048828
	Iteration 0F: 3 clusters Score -252002.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -252561.359375 Penalty: 9040.048828
	Iteration 1F: 3 clusters Score -252561.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -252858.328125 Penalty: 9040.048828
	Iteration 2F: 3 clusters Score -252858.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -253124.921875 Penalty: 9040.048828
	Iteration 3Q: 3 clusters Score -253124.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -253353.093750 Penalty: 9040.048828
	Iteration 4Q: 3 clusters Score -253353.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -253593.125000 Penalty: 9040.048828
	Iteration 5Q: 3 clusters Score -253593.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -253726.703125 Penalty: 9040.048828
	Iteration 6Q: 3 clusters Score -253726.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -253788.546875 Penalty: 9040.048828
	Iteration 7Q: 3 clusters Score -253788.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -253817.765625 Penalty: 9040.048828
	Iteration 8Q: 3 clusters Score -253817.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -253833.062500 Penalty: 9040.048828
	Iteration 9Q: 3 clusters Score -253833.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -253852.281250 Penalty: 9040.048828
	Iteration 10Q: 3 clusters Score -253852.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -253878.734375 Penalty: 9040.048828
	Iteration 11Q: 3 clusters Score -253878.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -253919.343750 Penalty: 9040.048828
	Iteration 12Q: 3 clusters Score -253919.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -253965.265625 Penalty: 9040.048828
	Iteration 13Q: 3 clusters Score -253965.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -253988.578125 Penalty: 9040.048828
	Iteration 14Q: 3 clusters Score -253988.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -254006.000000 Penalty: 9040.048828
	Iteration 15Q: 3 clusters Score -254006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -254016.156250 Penalty: 9040.048828
	Iteration 16Q: 3 clusters Score -254016.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -254025.687500 Penalty: 9040.048828
	Iteration 17Q: 3 clusters Score -254025.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -254030.671875 Penalty: 9040.048828
	Iteration 18Q: 3 clusters Score -254030.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -254042.843750 Penalty: 9040.048828
	Iteration 19Q: 3 clusters Score -254042.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -254051.703125 Penalty: 9040.048828
	Iteration 20F: 3 clusters Score -254051.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -254065.625000 Penalty: 9040.048828
	Iteration 21Q: 3 clusters Score -254065.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -254072.515625 Penalty: 9040.048828
	Iteration 22Q: 3 clusters Score -254072.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -254086.031250 Penalty: 9040.048828
	Iteration 23Q: 3 clusters Score -254086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -254094.328125 Penalty: 9040.048828
	Iteration 24Q: 3 clusters Score -254094.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -254098.656250 Penalty: 9040.048828
	Iteration 25Q: 3 clusters Score -254098.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -254099.750000 Penalty: 9040.048828
	Iteration 26Q: 3 clusters Score -254099.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -254101.875000 Penalty: 9040.048828
	Iteration 27Q: 3 clusters Score -254101.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -254103.140625 Penalty: 9040.048828
	Iteration 28Q: 3 clusters Score -254103.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -254103.140625 Penalty: 9040.048828
	Iteration 29F: 3 clusters Score -254103.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (36022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36022 members 
Entering Unmasked Estep 
Score: -6300733.000000 Penalty: 6426.279785
	Iteration 0F: 2 clusters Score -6300733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -6274005.000000 Penalty: 12852.559570
	Iteration 0F: 3 clusters Score -6274005 nChanged 15465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -6282121.500000 Penalty: 12852.559570
	Iteration 1F: 3 clusters Score -6282122 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -6282776.000000 Penalty: 12852.559570
	Iteration 2F: 3 clusters Score -6282776 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -6283359.500000 Penalty: 12852.559570
	Iteration 3Q: 3 clusters Score -6283360 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -6283729.000000 Penalty: 12852.559570
	Iteration 4Q: 3 clusters Score -6283729 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -6283996.000000 Penalty: 12852.559570
	Iteration 5Q: 3 clusters Score -6283996 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -6284210.000000 Penalty: 12852.559570
	Iteration 6Q: 3 clusters Score -6284210 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -6284400.000000 Penalty: 12852.559570
	Iteration 7Q: 3 clusters Score -6284400 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -6284587.500000 Penalty: 12852.559570
	Iteration 8Q: 3 clusters Score -6284588 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -6284708.000000 Penalty: 12852.559570
	Iteration 9Q: 3 clusters Score -6284708 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -6284829.500000 Penalty: 12852.559570
	Iteration 10Q: 3 clusters Score -6284830 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -6284971.500000 Penalty: 12852.559570
	Iteration 11Q: 3 clusters Score -6284972 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -6285111.500000 Penalty: 12852.559570
	Iteration 12Q: 3 clusters Score -6285112 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -6285246.500000 Penalty: 12852.559570
	Iteration 13Q: 3 clusters Score -6285246 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -6285394.500000 Penalty: 12852.559570
	Iteration 14Q: 3 clusters Score -6285394 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -6285543.000000 Penalty: 12852.559570
	Iteration 15Q: 3 clusters Score -6285543 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -6285713.500000 Penalty: 12852.559570
	Iteration 16Q: 3 clusters Score -6285714 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -6285935.500000 Penalty: 12852.559570
	Iteration 17Q: 3 clusters Score -6285936 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -6286125.000000 Penalty: 12852.559570
	Iteration 18Q: 3 clusters Score -6286125 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -6286329.000000 Penalty: 12852.559570
	Iteration 19Q: 3 clusters Score -6286329 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -6286591.500000 Penalty: 12852.559570
	Iteration 20F: 3 clusters Score -6286592 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -6286875.000000 Penalty: 12852.559570
	Iteration 21Q: 3 clusters Score -6286875 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -6287261.000000 Penalty: 12852.559570
	Iteration 22Q: 3 clusters Score -6287261 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -6287711.000000 Penalty: 12852.559570
	Iteration 23Q: 3 clusters Score -6287711 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -6288191.500000 Penalty: 12852.559570
	Iteration 24Q: 3 clusters Score -6288192 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -6288767.500000 Penalty: 12852.559570
	Iteration 25Q: 3 clusters Score -6288768 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -6289378.500000 Penalty: 12852.559570
	Iteration 26Q: 3 clusters Score -6289378 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25687 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -6289925.500000 Penalty: 12852.559570
	Iteration 27Q: 3 clusters Score -6289926 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -6290568.000000 Penalty: 12852.559570
	Iteration 28Q: 3 clusters Score -6290568 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27438 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -6291062.000000 Penalty: 12852.559570
	Iteration 29Q: 3 clusters Score -6291062 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -6291537.000000 Penalty: 12852.559570
	Iteration 30Q: 3 clusters Score -6291537 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -6291932.500000 Penalty: 12852.559570
	Iteration 31Q: 3 clusters Score -6291932 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29649 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -6292288.500000 Penalty: 12852.559570
	Iteration 32Q: 3 clusters Score -6292288 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30292 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -6292606.500000 Penalty: 12852.559570
	Iteration 33Q: 3 clusters Score -6292606 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30851 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -6292918.500000 Penalty: 12852.559570
	Iteration 34Q: 3 clusters Score -6292918 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31377 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -6293209.000000 Penalty: 12852.559570
	Iteration 35Q: 3 clusters Score -6293209 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31817 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -6293457.500000 Penalty: 12852.559570
	Iteration 36Q: 3 clusters Score -6293458 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32236 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -6293714.000000 Penalty: 12852.559570
	Iteration 37Q: 3 clusters Score -6293714 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32643 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -6293963.500000 Penalty: 12852.559570
	Iteration 38Q: 3 clusters Score -6293964 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32986 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -6294211.500000 Penalty: 12852.559570
	Iteration 39Q: 3 clusters Score -6294212 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33269 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -6294412.500000 Penalty: 12852.559570
	Iteration 40F: 3 clusters Score -6294412 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33507 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -6294552.000000 Penalty: 12852.559570
	Iteration 41Q: 3 clusters Score -6294552 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33699 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -6294694.000000 Penalty: 12852.559570
	Iteration 42Q: 3 clusters Score -6294694 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33856 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -6294786.500000 Penalty: 12852.559570
	Iteration 43Q: 3 clusters Score -6294786 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33990 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -6294898.500000 Penalty: 12852.559570
	Iteration 44Q: 3 clusters Score -6294898 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34103 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -6294986.000000 Penalty: 12852.559570
	Iteration 45Q: 3 clusters Score -6294986 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34175 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -6295039.000000 Penalty: 12852.559570
	Iteration 46Q: 3 clusters Score -6295039 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34240 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -6295093.000000 Penalty: 12852.559570
	Iteration 47Q: 3 clusters Score -6295093 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34301 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -6295132.500000 Penalty: 12852.559570
	Iteration 48Q: 3 clusters Score -6295132 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34351 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -6295161.500000 Penalty: 12852.559570
	Iteration 49Q: 3 clusters Score -6295162 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34387 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -6295194.500000 Penalty: 12852.559570
	Iteration 50Q: 3 clusters Score -6295194 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34415 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -6295217.000000 Penalty: 12852.559570
	Iteration 51Q: 3 clusters Score -6295217 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34433 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -6295234.000000 Penalty: 12852.559570
	Iteration 52Q: 3 clusters Score -6295234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -6295245.000000 Penalty: 12852.559570
	Iteration 53Q: 3 clusters Score -6295245 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34453 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -6295240.500000 Penalty: 12852.559570
	Iteration 54Q: 3 clusters Score -6295240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34465 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -6295257.000000 Penalty: 12852.559570
	Iteration 55Q: 3 clusters Score -6295257 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34482 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -6295267.000000 Penalty: 12852.559570
	Iteration 56Q: 3 clusters Score -6295267 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34492 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -6295272.000000 Penalty: 12852.559570
	Iteration 57Q: 3 clusters Score -6295272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34506 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -6295287.000000 Penalty: 12852.559570
	Iteration 58Q: 3 clusters Score -6295287 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34519 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -6295272.000000 Penalty: 12852.559570
	Iteration 59Q: 3 clusters Score -6295272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34528 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -6295291.000000 Penalty: 12852.559570
	Iteration 60F: 3 clusters Score -6295291 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34536 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -6295304.000000 Penalty: 12852.559570
	Iteration 61Q: 3 clusters Score -6295304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34544 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -6295303.000000 Penalty: 12852.559570
	Iteration 62Q: 3 clusters Score -6295303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34550 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -6295305.500000 Penalty: 12852.559570
	Iteration 63Q: 3 clusters Score -6295306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34552 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -6295312.500000 Penalty: 12852.559570
	Iteration 64Q: 3 clusters Score -6295312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34557 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -6295313.000000 Penalty: 12852.559570
	Iteration 65Q: 3 clusters Score -6295313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34559 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -6295318.000000 Penalty: 12852.559570
	Iteration 66Q: 3 clusters Score -6295318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34563 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -6295313.500000 Penalty: 12852.559570
	Iteration 67Q: 3 clusters Score -6295314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34564 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -6295316.000000 Penalty: 12852.559570
	Iteration 68Q: 3 clusters Score -6295316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34563 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -6295318.500000 Penalty: 12852.559570
	Iteration 69Q: 3 clusters Score -6295318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34563 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -6295318.500000 Penalty: 12852.559570
	Iteration 70F: 3 clusters Score -6295318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Entering Unmasked Estep 
Score: -258804.046875 Penalty: 4545.837891
	Iteration 0F: 2 clusters Score -258804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -254157.750000 Penalty: 9091.675781
	Iteration 0F: 3 clusters Score -254157.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -254702.046875 Penalty: 9091.675781
	Iteration 1F: 3 clusters Score -254702 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -254841.687500 Penalty: 9091.675781
	Iteration 2Q: 3 clusters Score -254841.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -254902.437500 Penalty: 9091.675781
	Iteration 3Q: 3 clusters Score -254902.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -254931.140625 Penalty: 9091.675781
	Iteration 4Q: 3 clusters Score -254931.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -254949.671875 Penalty: 9091.675781
	Iteration 5Q: 3 clusters Score -254949.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -254970.843750 Penalty: 9091.675781
	Iteration 6Q: 3 clusters Score -254970.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -254994.968750 Penalty: 9091.675781
	Iteration 7Q: 3 clusters Score -254995 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -255017.531250 Penalty: 9091.675781
	Iteration 8Q: 3 clusters Score -255017.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -255041.625000 Penalty: 9091.675781
	Iteration 9Q: 3 clusters Score -255041.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -255066.593750 Penalty: 9091.675781
	Iteration 10Q: 3 clusters Score -255066.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -255097.593750 Penalty: 9091.675781
	Iteration 11Q: 3 clusters Score -255097.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -255118.140625 Penalty: 9091.675781
	Iteration 12Q: 3 clusters Score -255118.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -255153.265625 Penalty: 9091.675781
	Iteration 13Q: 3 clusters Score -255153.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -255187.312500 Penalty: 9091.675781
	Iteration 14Q: 3 clusters Score -255187.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -255208.296875 Penalty: 9091.675781
	Iteration 15Q: 3 clusters Score -255208.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -255229.218750 Penalty: 9091.675781
	Iteration 16Q: 3 clusters Score -255229.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -255241.687500 Penalty: 9091.675781
	Iteration 17Q: 3 clusters Score -255241.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -255254.968750 Penalty: 9091.675781
	Iteration 18Q: 3 clusters Score -255255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -255265.046875 Penalty: 9091.675781
	Iteration 19Q: 3 clusters Score -255265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -255271.843750 Penalty: 9091.675781
	Iteration 20F: 3 clusters Score -255271.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -255284.125000 Penalty: 9091.675781
	Iteration 21Q: 3 clusters Score -255284.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -255295.093750 Penalty: 9091.675781
	Iteration 22Q: 3 clusters Score -255295.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -255296.765625 Penalty: 9091.675781
	Iteration 23Q: 3 clusters Score -255296.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -255297.562500 Penalty: 9091.675781
	Iteration 24Q: 3 clusters Score -255297.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -255297.562500 Penalty: 9091.675781
	Iteration 25F: 3 clusters Score -255297.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (248695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248695 members 
Entering Unmasked Estep 
Score: -42835192.000000 Penalty: 7609.689453
	Iteration 0F: 2 clusters Score -4.283519e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124381 members 
Mstep: Class 2 contains 124314 members 
Entering Unmasked Estep 
Score: -42670772.000000 Penalty: 15219.378906
	Iteration 0F: 3 clusters Score -4.267077e+07 nChanged 117457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125638 members 
Mstep: Class 2 contains 123057 members 
Entering Unmasked Estep 
Score: -42738240.000000 Penalty: 15219.378906
	Iteration 1F: 3 clusters Score -4.273824e+07 nChanged 7286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126406 members 
Mstep: Class 2 contains 122289 members 
Entering Unmasked Estep 
Score: -42739976.000000 Penalty: 15219.378906
	Iteration 2Q: 3 clusters Score -4.273998e+07 nChanged 7362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127652 members 
Mstep: Class 2 contains 121043 members 
Entering Unmasked Estep 
Score: -42741660.000000 Penalty: 15219.378906
	Iteration 3Q: 3 clusters Score -4.274166e+07 nChanged 7763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129517 members 
Mstep: Class 2 contains 119178 members 
Entering Unmasked Estep 
Score: -42743720.000000 Penalty: 15219.378906
	Iteration 4Q: 3 clusters Score -4.274372e+07 nChanged 8720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132247 members 
Mstep: Class 2 contains 116448 members 
Entering Unmasked Estep 
Score: -42746304.000000 Penalty: 15219.378906
	Iteration 5Q: 3 clusters Score -4.27463e+07 nChanged 10363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136374 members 
Mstep: Class 2 contains 112321 members 
Entering Unmasked Estep 
Score: -42750684.000000 Penalty: 15219.378906
	Iteration 6Q: 3 clusters Score -4.275068e+07 nChanged 12639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142207 members 
Mstep: Class 2 contains 106488 members 
Entering Unmasked Estep 
Score: -42757312.000000 Penalty: 15219.378906
	Iteration 7F: 3 clusters Score -4.275731e+07 nChanged 14834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149707 members 
Mstep: Class 2 contains 98988 members 
Entering Unmasked Estep 
Score: -42766408.000000 Penalty: 15219.378906
	Iteration 8F: 3 clusters Score -4.276641e+07 nChanged 16428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158395 members 
Mstep: Class 2 contains 90300 members 
Entering Unmasked Estep 
Score: -42778500.000000 Penalty: 15219.378906
	Iteration 9F: 3 clusters Score -4.27785e+07 nChanged 16336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166959 members 
Mstep: Class 2 contains 81736 members 
Entering Unmasked Estep 
Score: -42791328.000000 Penalty: 15219.378906
	Iteration 10F: 3 clusters Score -4.279133e+07 nChanged 14337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173556 members 
Mstep: Class 2 contains 75139 members 
Entering Unmasked Estep 
Score: -42801404.000000 Penalty: 15219.378906
	Iteration 11F: 3 clusters Score -4.28014e+07 nChanged 10491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178297 members 
Mstep: Class 2 contains 70398 members 
Entering Unmasked Estep 
Score: -42807040.000000 Penalty: 15219.378906
	Iteration 12Q: 3 clusters Score -4.280704e+07 nChanged 6882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182359 members 
Mstep: Class 2 contains 66336 members 
Entering Unmasked Estep 
Score: -42810100.000000 Penalty: 15219.378906
	Iteration 13Q: 3 clusters Score -4.28101e+07 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186315 members 
Mstep: Class 2 contains 62380 members 
Entering Unmasked Estep 
Score: -42811948.000000 Penalty: 15219.378906
	Iteration 14Q: 3 clusters Score -4.281195e+07 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190440 members 
Mstep: Class 2 contains 58255 members 
Entering Unmasked Estep 
Score: -42813832.000000 Penalty: 15219.378906
	Iteration 15Q: 3 clusters Score -4.281383e+07 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194651 members 
Mstep: Class 2 contains 54044 members 
Entering Unmasked Estep 
Score: -42815536.000000 Penalty: 15219.378906
	Iteration 16Q: 3 clusters Score -4.281554e+07 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198803 members 
Mstep: Class 2 contains 49892 members 
Entering Unmasked Estep 
Score: -42816820.000000 Penalty: 15219.378906
	Iteration 17Q: 3 clusters Score -4.281682e+07 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202992 members 
Mstep: Class 2 contains 45703 members 
Entering Unmasked Estep 
Score: -42818352.000000 Penalty: 15219.378906
	Iteration 18Q: 3 clusters Score -4.281835e+07 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207078 members 
Mstep: Class 2 contains 41617 members 
Entering Unmasked Estep 
Score: -42819920.000000 Penalty: 15219.378906
	Iteration 19Q: 3 clusters Score -4.281992e+07 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210998 members 
Mstep: Class 2 contains 37697 members 
Entering Unmasked Estep 
Score: -42820936.000000 Penalty: 15219.378906
	Iteration 20F: 3 clusters Score -4.282094e+07 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214610 members 
Mstep: Class 2 contains 34085 members 
Entering Unmasked Estep 
Score: -42822236.000000 Penalty: 15219.378906
	Iteration 21Q: 3 clusters Score -4.282224e+07 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217948 members 
Mstep: Class 2 contains 30747 members 
Entering Unmasked Estep 
Score: -42823260.000000 Penalty: 15219.378906
	Iteration 22Q: 3 clusters Score -4.282326e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221161 members 
Mstep: Class 2 contains 27534 members 
Entering Unmasked Estep 
Score: -42824180.000000 Penalty: 15219.378906
	Iteration 23Q: 3 clusters Score -4.282418e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224108 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -42824864.000000 Penalty: 15219.378906
	Iteration 24Q: 3 clusters Score -4.282486e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226833 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
Score: -42825836.000000 Penalty: 15219.378906
	Iteration 25Q: 3 clusters Score -4.282584e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229320 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -42826620.000000 Penalty: 15219.378906
	Iteration 26Q: 3 clusters Score -4.282662e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231564 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -42827224.000000 Penalty: 15219.378906
	Iteration 27Q: 3 clusters Score -4.282722e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233533 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -42827988.000000 Penalty: 15219.378906
	Iteration 28Q: 3 clusters Score -4.282799e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235196 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -42828296.000000 Penalty: 15219.378906
	Iteration 29Q: 3 clusters Score -4.28283e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236708 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -42828704.000000 Penalty: 15219.378906
	Iteration 30Q: 3 clusters Score -4.28287e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237976 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -42828888.000000 Penalty: 15219.378906
	Iteration 31Q: 3 clusters Score -4.282889e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239049 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -42829100.000000 Penalty: 15219.378906
	Iteration 32Q: 3 clusters Score -4.28291e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239953 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -42829096.000000 Penalty: 15219.378906
	Iteration 33Q: 3 clusters Score -4.28291e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240732 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -42829320.000000 Penalty: 15219.378906
	Iteration 34Q: 3 clusters Score -4.282932e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241414 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -42829472.000000 Penalty: 15219.378906
	Iteration 35Q: 3 clusters Score -4.282947e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241945 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -42829652.000000 Penalty: 15219.378906
	Iteration 36Q: 3 clusters Score -4.282965e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242405 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -42829736.000000 Penalty: 15219.378906
	Iteration 37Q: 3 clusters Score -4.282974e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242809 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -42829832.000000 Penalty: 15219.378906
	Iteration 38Q: 3 clusters Score -4.282983e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243121 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -42829852.000000 Penalty: 15219.378906
	Iteration 39Q: 3 clusters Score -4.282985e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243395 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -42829924.000000 Penalty: 15219.378906
	Iteration 40F: 3 clusters Score -4.282992e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243604 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -42829808.000000 Penalty: 15219.378906
	Iteration 41Q: 3 clusters Score -4.282981e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243781 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -42829860.000000 Penalty: 15219.378906
	Iteration 42Q: 3 clusters Score -4.282986e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243927 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -42829836.000000 Penalty: 15219.378906
	Iteration 43Q: 3 clusters Score -4.282984e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244060 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -42829916.000000 Penalty: 15219.378906
	Iteration 44Q: 3 clusters Score -4.282992e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244175 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -42829972.000000 Penalty: 15219.378906
	Iteration 45Q: 3 clusters Score -4.282997e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244267 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -42829908.000000 Penalty: 15219.378906
	Iteration 46Q: 3 clusters Score -4.282991e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244351 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -42829892.000000 Penalty: 15219.378906
	Iteration 47Q: 3 clusters Score -4.282989e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244425 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -42829892.000000 Penalty: 15219.378906
	Iteration 48Q: 3 clusters Score -4.282989e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244488 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -42829912.000000 Penalty: 15219.378906
	Iteration 49Q: 3 clusters Score -4.282991e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244540 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -42829928.000000 Penalty: 15219.378906
	Iteration 50Q: 3 clusters Score -4.282993e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244578 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -42829908.000000 Penalty: 15219.378906
	Iteration 51Q: 3 clusters Score -4.282991e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244625 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -42829900.000000 Penalty: 15219.378906
	Iteration 52Q: 3 clusters Score -4.28299e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244672 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -42829900.000000 Penalty: 15219.378906
	Iteration 53Q: 3 clusters Score -4.28299e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244712 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -42829908.000000 Penalty: 15219.378906
	Iteration 54Q: 3 clusters Score -4.282991e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244755 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -42829868.000000 Penalty: 15219.378906
	Iteration 55Q: 3 clusters Score -4.282987e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244786 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -42829932.000000 Penalty: 15219.378906
	Iteration 56Q: 3 clusters Score -4.282993e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244821 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -42829916.000000 Penalty: 15219.378906
	Iteration 57Q: 3 clusters Score -4.282992e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244854 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -42829928.000000 Penalty: 15219.378906
	Iteration 58Q: 3 clusters Score -4.282993e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244880 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -42829896.000000 Penalty: 15219.378906
	Iteration 59Q: 3 clusters Score -4.28299e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244914 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -42829976.000000 Penalty: 15219.378906
	Iteration 60F: 3 clusters Score -4.282998e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244947 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -42829988.000000 Penalty: 15219.378906
	Iteration 61Q: 3 clusters Score -4.282999e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244972 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -42829988.000000 Penalty: 15219.378906
	Iteration 62Q: 3 clusters Score -4.282999e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244994 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -42829980.000000 Penalty: 15219.378906
	Iteration 63Q: 3 clusters Score -4.282998e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245030 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -42830000.000000 Penalty: 15219.378906
	Iteration 64Q: 3 clusters Score -4.283e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245058 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -42830020.000000 Penalty: 15219.378906
	Iteration 65Q: 3 clusters Score -4.283002e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245084 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -42830020.000000 Penalty: 15219.378906
	Iteration 66Q: 3 clusters Score -4.283002e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245102 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -42830008.000000 Penalty: 15219.378906
	Iteration 67Q: 3 clusters Score -4.283001e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245118 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -42830012.000000 Penalty: 15219.378906
	Iteration 68Q: 3 clusters Score -4.283001e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245137 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -42830004.000000 Penalty: 15219.378906
	Iteration 69Q: 3 clusters Score -4.283e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245150 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -42829996.000000 Penalty: 15219.378906
	Iteration 70Q: 3 clusters Score -4.283e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245162 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -42830024.000000 Penalty: 15219.378906
	Iteration 71Q: 3 clusters Score -4.283002e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245176 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -42830000.000000 Penalty: 15219.378906
	Iteration 72Q: 3 clusters Score -4.283e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245186 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -42830040.000000 Penalty: 15219.378906
	Iteration 73Q: 3 clusters Score -4.283004e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245196 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -42830048.000000 Penalty: 15219.378906
	Iteration 74Q: 3 clusters Score -4.283005e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245205 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -42830008.000000 Penalty: 15219.378906
	Iteration 75Q: 3 clusters Score -4.283001e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245211 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -42830004.000000 Penalty: 15219.378906
	Iteration 76Q: 3 clusters Score -4.283e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245216 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -42830008.000000 Penalty: 15219.378906
	Iteration 77Q: 3 clusters Score -4.283001e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245225 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -42830016.000000 Penalty: 15219.378906
	Iteration 78Q: 3 clusters Score -4.283002e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245231 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -42830032.000000 Penalty: 15219.378906
	Iteration 79Q: 3 clusters Score -4.283003e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245231 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -42830048.000000 Penalty: 15219.378906
	Iteration 80F: 3 clusters Score -4.283005e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245233 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -42830044.000000 Penalty: 15219.378906
	Iteration 81Q: 3 clusters Score -4.283004e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245236 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -42830036.000000 Penalty: 15219.378906
	Iteration 82Q: 3 clusters Score -4.283004e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245240 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -42830052.000000 Penalty: 15219.378906
	Iteration 83Q: 3 clusters Score -4.283005e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245249 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -42830032.000000 Penalty: 15219.378906
	Iteration 84Q: 3 clusters Score -4.283003e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245252 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -42830068.000000 Penalty: 15219.378906
	Iteration 85Q: 3 clusters Score -4.283007e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245254 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -42830064.000000 Penalty: 15219.378906
	Iteration 86Q: 3 clusters Score -4.283006e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245259 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -42830092.000000 Penalty: 15219.378906
	Iteration 87Q: 3 clusters Score -4.283009e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245262 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -42830068.000000 Penalty: 15219.378906
	Iteration 88Q: 3 clusters Score -4.283007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245265 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -42830072.000000 Penalty: 15219.378906
	Iteration 89Q: 3 clusters Score -4.283007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245266 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -42830064.000000 Penalty: 15219.378906
	Iteration 90Q: 3 clusters Score -4.283006e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245269 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -42830072.000000 Penalty: 15219.378906
	Iteration 91Q: 3 clusters Score -4.283007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245271 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -42830064.000000 Penalty: 15219.378906
	Iteration 92Q: 3 clusters Score -4.283006e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245274 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -42830060.000000 Penalty: 15219.378906
	Iteration 93Q: 3 clusters Score -4.283006e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245275 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -42830048.000000 Penalty: 15219.378906
	Iteration 94Q: 3 clusters Score -4.283005e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245275 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -42830048.000000 Penalty: 15219.378906
	Iteration 95F: 3 clusters Score -4.283005e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Entering Unmasked Estep 
Score: -2187985.750000 Penalty: 5778.204590
	Iteration 0F: 2 clusters Score -2187986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -2176123.250000 Penalty: 11556.409180
	Iteration 0F: 3 clusters Score -2176123 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -2178790.000000 Penalty: 11556.409180
	Iteration 1F: 3 clusters Score -2178790 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -2179286.250000 Penalty: 11556.409180
	Iteration 2F: 3 clusters Score -2179286 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -2179540.000000 Penalty: 11556.409180
	Iteration 3Q: 3 clusters Score -2179540 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -2179720.500000 Penalty: 11556.409180
	Iteration 4Q: 3 clusters Score -2179720 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -2179835.250000 Penalty: 11556.409180
	Iteration 5Q: 3 clusters Score -2179835 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -2179928.500000 Penalty: 11556.409180
	Iteration 6Q: 3 clusters Score -2179928 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -2180007.500000 Penalty: 11556.409180
	Iteration 7Q: 3 clusters Score -2180008 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -2180063.250000 Penalty: 11556.409180
	Iteration 8Q: 3 clusters Score -2180063 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -2180114.500000 Penalty: 11556.409180
	Iteration 9Q: 3 clusters Score -2180114 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -2180147.000000 Penalty: 11556.409180
	Iteration 10Q: 3 clusters Score -2180147 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -2180180.250000 Penalty: 11556.409180
	Iteration 11Q: 3 clusters Score -2180180 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -2180210.500000 Penalty: 11556.409180
	Iteration 12Q: 3 clusters Score -2180210 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -2180223.000000 Penalty: 11556.409180
	Iteration 13Q: 3 clusters Score -2180223 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -2180249.500000 Penalty: 11556.409180
	Iteration 14Q: 3 clusters Score -2180250 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -2180265.500000 Penalty: 11556.409180
	Iteration 15Q: 3 clusters Score -2180266 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -2180288.500000 Penalty: 11556.409180
	Iteration 16Q: 3 clusters Score -2180288 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -2180304.750000 Penalty: 11556.409180
	Iteration 17Q: 3 clusters Score -2180305 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -2180319.250000 Penalty: 11556.409180
	Iteration 18Q: 3 clusters Score -2180319 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -2180332.500000 Penalty: 11556.409180
	Iteration 19Q: 3 clusters Score -2180332 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -2180353.750000 Penalty: 11556.409180
	Iteration 20F: 3 clusters Score -2180354 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -2180360.000000 Penalty: 11556.409180
	Iteration 21Q: 3 clusters Score -2180360 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -2180385.000000 Penalty: 11556.409180
	Iteration 22Q: 3 clusters Score -2180385 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -2180395.000000 Penalty: 11556.409180
	Iteration 23Q: 3 clusters Score -2180395 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -2180411.250000 Penalty: 11556.409180
	Iteration 24Q: 3 clusters Score -2180411 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -2180414.500000 Penalty: 11556.409180
	Iteration 25Q: 3 clusters Score -2180414 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -2180419.000000 Penalty: 11556.409180
	Iteration 26Q: 3 clusters Score -2180419 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -2180435.500000 Penalty: 11556.409180
	Iteration 27Q: 3 clusters Score -2180436 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -2180440.500000 Penalty: 11556.409180
	Iteration 28Q: 3 clusters Score -2180440 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -2180447.250000 Penalty: 11556.409180
	Iteration 29Q: 3 clusters Score -2180447 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -2180464.750000 Penalty: 11556.409180
	Iteration 30Q: 3 clusters Score -2180465 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -2180466.500000 Penalty: 11556.409180
	Iteration 31Q: 3 clusters Score -2180466 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -2180473.500000 Penalty: 11556.409180
	Iteration 32Q: 3 clusters Score -2180474 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -2180485.250000 Penalty: 11556.409180
	Iteration 33Q: 3 clusters Score -2180485 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -2180492.000000 Penalty: 11556.409180
	Iteration 34Q: 3 clusters Score -2180492 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -2180501.500000 Penalty: 11556.409180
	Iteration 35Q: 3 clusters Score -2180502 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -2180513.000000 Penalty: 11556.409180
	Iteration 36Q: 3 clusters Score -2180513 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -2180515.250000 Penalty: 11556.409180
	Iteration 37Q: 3 clusters Score -2180515 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -2180532.250000 Penalty: 11556.409180
	Iteration 38Q: 3 clusters Score -2180532 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -2180547.000000 Penalty: 11556.409180
	Iteration 39Q: 3 clusters Score -2180547 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -2180559.500000 Penalty: 11556.409180
	Iteration 40F: 3 clusters Score -2180560 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -2180573.750000 Penalty: 11556.409180
	Iteration 41Q: 3 clusters Score -2180574 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -2180581.750000 Penalty: 11556.409180
	Iteration 42Q: 3 clusters Score -2180582 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -2180592.250000 Penalty: 11556.409180
	Iteration 43Q: 3 clusters Score -2180592 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -2180601.250000 Penalty: 11556.409180
	Iteration 44Q: 3 clusters Score -2180601 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -2180608.250000 Penalty: 11556.409180
	Iteration 45Q: 3 clusters Score -2180608 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -2180622.500000 Penalty: 11556.409180
	Iteration 46Q: 3 clusters Score -2180622 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -2180627.250000 Penalty: 11556.409180
	Iteration 47Q: 3 clusters Score -2180627 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -2180636.250000 Penalty: 11556.409180
	Iteration 48Q: 3 clusters Score -2180636 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -2180647.000000 Penalty: 11556.409180
	Iteration 49Q: 3 clusters Score -2180647 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -2180652.750000 Penalty: 11556.409180
	Iteration 50Q: 3 clusters Score -2180653 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -2180668.750000 Penalty: 11556.409180
	Iteration 51Q: 3 clusters Score -2180669 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -2180674.750000 Penalty: 11556.409180
	Iteration 52Q: 3 clusters Score -2180675 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -2180683.250000 Penalty: 11556.409180
	Iteration 53Q: 3 clusters Score -2180683 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -2180688.750000 Penalty: 11556.409180
	Iteration 54Q: 3 clusters Score -2180689 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -2180700.750000 Penalty: 11556.409180
	Iteration 55Q: 3 clusters Score -2180701 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -2180717.250000 Penalty: 11556.409180
	Iteration 56Q: 3 clusters Score -2180717 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -2180726.500000 Penalty: 11556.409180
	Iteration 57Q: 3 clusters Score -2180726 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -2180739.750000 Penalty: 11556.409180
	Iteration 58Q: 3 clusters Score -2180740 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -2180748.750000 Penalty: 11556.409180
	Iteration 59Q: 3 clusters Score -2180749 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -2180756.250000 Penalty: 11556.409180
	Iteration 60F: 3 clusters Score -2180756 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -2180767.250000 Penalty: 11556.409180
	Iteration 61Q: 3 clusters Score -2180767 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -2180768.500000 Penalty: 11556.409180
	Iteration 62Q: 3 clusters Score -2180768 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -2180781.250000 Penalty: 11556.409180
	Iteration 63Q: 3 clusters Score -2180781 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -2180787.250000 Penalty: 11556.409180
	Iteration 64Q: 3 clusters Score -2180787 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -2180793.000000 Penalty: 11556.409180
	Iteration 65Q: 3 clusters Score -2180793 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -2180794.500000 Penalty: 11556.409180
	Iteration 66Q: 3 clusters Score -2180794 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -2180795.750000 Penalty: 11556.409180
	Iteration 67Q: 3 clusters Score -2180796 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -2180802.750000 Penalty: 11556.409180
	Iteration 68Q: 3 clusters Score -2180803 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -2180813.500000 Penalty: 11556.409180
	Iteration 69Q: 3 clusters Score -2180814 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -2180825.000000 Penalty: 11556.409180
	Iteration 70Q: 3 clusters Score -2180825 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -2180831.500000 Penalty: 11556.409180
	Iteration 71Q: 3 clusters Score -2180832 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -2180846.500000 Penalty: 11556.409180
	Iteration 72Q: 3 clusters Score -2180846 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -2180853.500000 Penalty: 11556.409180
	Iteration 73Q: 3 clusters Score -2180854 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -2180868.250000 Penalty: 11556.409180
	Iteration 74Q: 3 clusters Score -2180868 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -2180884.000000 Penalty: 11556.409180
	Iteration 75Q: 3 clusters Score -2180884 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -2180914.750000 Penalty: 11556.409180
	Iteration 76Q: 3 clusters Score -2180915 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -2180938.750000 Penalty: 11556.409180
	Iteration 77Q: 3 clusters Score -2180939 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -2180963.500000 Penalty: 11556.409180
	Iteration 78Q: 3 clusters Score -2180964 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -2180986.750000 Penalty: 11556.409180
	Iteration 79Q: 3 clusters Score -2180987 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -2181025.500000 Penalty: 11556.409180
	Iteration 80F: 3 clusters Score -2181026 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -2181062.000000 Penalty: 11556.409180
	Iteration 81Q: 3 clusters Score -2181062 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -2181102.750000 Penalty: 11556.409180
	Iteration 82Q: 3 clusters Score -2181103 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -2181150.000000 Penalty: 11556.409180
	Iteration 83Q: 3 clusters Score -2181150 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -2181209.000000 Penalty: 11556.409180
	Iteration 84Q: 3 clusters Score -2181209 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -2181288.750000 Penalty: 11556.409180
	Iteration 85Q: 3 clusters Score -2181289 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -2181369.250000 Penalty: 11556.409180
	Iteration 86Q: 3 clusters Score -2181369 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -2181456.750000 Penalty: 11556.409180
	Iteration 87Q: 3 clusters Score -2181457 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -2181542.000000 Penalty: 11556.409180
	Iteration 88Q: 3 clusters Score -2181542 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -2181619.250000 Penalty: 11556.409180
	Iteration 89Q: 3 clusters Score -2181619 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -2181691.750000 Penalty: 11556.409180
	Iteration 90Q: 3 clusters Score -2181692 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -2181771.000000 Penalty: 11556.409180
	Iteration 91Q: 3 clusters Score -2181771 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -2181842.750000 Penalty: 11556.409180
	Iteration 92Q: 3 clusters Score -2181843 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -2181917.250000 Penalty: 11556.409180
	Iteration 93Q: 3 clusters Score -2181917 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -2181981.250000 Penalty: 11556.409180
	Iteration 94Q: 3 clusters Score -2181981 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2182049.750000 Penalty: 11556.409180
	Iteration 95Q: 3 clusters Score -2182050 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -2182105.500000 Penalty: 11556.409180
	Iteration 96Q: 3 clusters Score -2182106 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2182176.000000 Penalty: 11556.409180
	Iteration 97Q: 3 clusters Score -2182176 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2182241.750000 Penalty: 11556.409180
	Iteration 98Q: 3 clusters Score -2182242 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2182299.000000 Penalty: 11556.409180
	Iteration 99Q: 3 clusters Score -2182299 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2182339.500000 Penalty: 11556.409180
	Iteration 100F: 3 clusters Score -2182340 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2182373.250000 Penalty: 11556.409180
	Iteration 101Q: 3 clusters Score -2182373 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2182418.750000 Penalty: 11556.409180
	Iteration 102Q: 3 clusters Score -2182419 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2182458.000000 Penalty: 11556.409180
	Iteration 103Q: 3 clusters Score -2182458 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2182500.000000 Penalty: 11556.409180
	Iteration 104Q: 3 clusters Score -2182500 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2182536.500000 Penalty: 11556.409180
	Iteration 105Q: 3 clusters Score -2182536 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2182578.750000 Penalty: 11556.409180
	Iteration 106Q: 3 clusters Score -2182579 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2182605.750000 Penalty: 11556.409180
	Iteration 107Q: 3 clusters Score -2182606 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2182636.250000 Penalty: 11556.409180
	Iteration 108Q: 3 clusters Score -2182636 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2182654.000000 Penalty: 11556.409180
	Iteration 109Q: 3 clusters Score -2182654 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2182670.000000 Penalty: 11556.409180
	Iteration 110Q: 3 clusters Score -2182670 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2182696.250000 Penalty: 11556.409180
	Iteration 111Q: 3 clusters Score -2182696 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2182717.500000 Penalty: 11556.409180
	Iteration 112Q: 3 clusters Score -2182718 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2182735.000000 Penalty: 11556.409180
	Iteration 113Q: 3 clusters Score -2182735 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2182759.750000 Penalty: 11556.409180
	Iteration 114Q: 3 clusters Score -2182760 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2182781.750000 Penalty: 11556.409180
	Iteration 115Q: 3 clusters Score -2182782 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2182793.250000 Penalty: 11556.409180
	Iteration 116Q: 3 clusters Score -2182793 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2182801.000000 Penalty: 11556.409180
	Iteration 117Q: 3 clusters Score -2182801 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2182819.250000 Penalty: 11556.409180
	Iteration 118Q: 3 clusters Score -2182819 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2182816.750000 Penalty: 11556.409180
	Iteration 119Q: 3 clusters Score -2182817 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2182830.750000 Penalty: 11556.409180
	Iteration 120F: 3 clusters Score -2182831 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2182841.500000 Penalty: 11556.409180
	Iteration 121Q: 3 clusters Score -2182842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2182851.750000 Penalty: 11556.409180
	Iteration 122Q: 3 clusters Score -2182852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2182857.500000 Penalty: 11556.409180
	Iteration 123Q: 3 clusters Score -2182858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2182866.250000 Penalty: 11556.409180
	Iteration 124Q: 3 clusters Score -2182866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2182878.000000 Penalty: 11556.409180
	Iteration 125Q: 3 clusters Score -2182878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2182876.750000 Penalty: 11556.409180
	Iteration 126Q: 3 clusters Score -2182877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2182879.500000 Penalty: 11556.409180
	Iteration 127Q: 3 clusters Score -2182880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2182886.500000 Penalty: 11556.409180
	Iteration 128Q: 3 clusters Score -2182886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2182887.000000 Penalty: 11556.409180
	Iteration 129Q: 3 clusters Score -2182887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2182884.500000 Penalty: 11556.409180
	Iteration 130Q: 3 clusters Score -2182884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2182887.250000 Penalty: 11556.409180
	Iteration 131Q: 3 clusters Score -2182887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2182893.000000 Penalty: 11556.409180
	Iteration 132Q: 3 clusters Score -2182893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2182902.250000 Penalty: 11556.409180
	Iteration 133Q: 3 clusters Score -2182902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2182907.250000 Penalty: 11556.409180
	Iteration 134Q: 3 clusters Score -2182907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2182909.000000 Penalty: 11556.409180
	Iteration 135Q: 3 clusters Score -2182909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2182912.250000 Penalty: 11556.409180
	Iteration 136Q: 3 clusters Score -2182912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2182914.750000 Penalty: 11556.409180
	Iteration 137Q: 3 clusters Score -2182915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2182918.250000 Penalty: 11556.409180
	Iteration 138Q: 3 clusters Score -2182918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2182917.250000 Penalty: 11556.409180
	Iteration 139Q: 3 clusters Score -2182917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2182917.750000 Penalty: 11556.409180
	Iteration 140F: 3 clusters Score -2182918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2182920.750000 Penalty: 11556.409180
	Iteration 141Q: 3 clusters Score -2182921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2182920.750000 Penalty: 11556.409180
	Iteration 142F: 3 clusters Score -2182921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (45835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45835 members 
Entering Unmasked Estep 
Score: -7967546.000000 Penalty: 6573.842285
	Iteration 0F: 2 clusters Score -7967546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -7934587.000000 Penalty: 13147.684570
	Iteration 0F: 3 clusters Score -7934587 nChanged 20064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -7945211.000000 Penalty: 13147.684570
	Iteration 1F: 3 clusters Score -7945211 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -7946027.000000 Penalty: 13147.684570
	Iteration 2F: 3 clusters Score -7946027 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 23686 members 
Entering Unmasked Estep 
Score: -7946715.500000 Penalty: 13147.684570
	Iteration 3Q: 3 clusters Score -7946716 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -7947212.000000 Penalty: 13147.684570
	Iteration 4Q: 3 clusters Score -7947212 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -7947615.000000 Penalty: 13147.684570
	Iteration 5Q: 3 clusters Score -7947615 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -7948013.500000 Penalty: 13147.684570
	Iteration 6Q: 3 clusters Score -7948014 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -7948374.500000 Penalty: 13147.684570
	Iteration 7Q: 3 clusters Score -7948374 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 26188 members 
Entering Unmasked Estep 
Score: -7948729.500000 Penalty: 13147.684570
	Iteration 8Q: 3 clusters Score -7948730 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
Score: -7949146.500000 Penalty: 13147.684570
	Iteration 9Q: 3 clusters Score -7949146 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 28146 members 
Entering Unmasked Estep 
Score: -7949734.500000 Penalty: 13147.684570
	Iteration 10Q: 3 clusters Score -7949734 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 29458 members 
Entering Unmasked Estep 
Score: -7950526.000000 Penalty: 13147.684570
	Iteration 11Q: 3 clusters Score -7950526 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 31012 members 
Entering Unmasked Estep 
Score: -7951398.000000 Penalty: 13147.684570
	Iteration 12Q: 3 clusters Score -7951398 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 32791 members 
Entering Unmasked Estep 
Score: -7952560.500000 Penalty: 13147.684570
	Iteration 13Q: 3 clusters Score -7952560 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 34733 members 
Entering Unmasked Estep 
Score: -7953939.000000 Penalty: 13147.684570
	Iteration 14Q: 3 clusters Score -7953939 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 36760 members 
Entering Unmasked Estep 
Score: -7955395.000000 Penalty: 13147.684570
	Iteration 15Q: 3 clusters Score -7955395 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 38700 members 
Entering Unmasked Estep 
Score: -7956902.000000 Penalty: 13147.684570
	Iteration 16Q: 3 clusters Score -7956902 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 40437 members 
Entering Unmasked Estep 
Score: -7958311.000000 Penalty: 13147.684570
	Iteration 17Q: 3 clusters Score -7958311 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 41780 members 
Entering Unmasked Estep 
Score: -7959372.500000 Penalty: 13147.684570
	Iteration 18Q: 3 clusters Score -7959372 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 42777 members 
Entering Unmasked Estep 
Score: -7960204.500000 Penalty: 13147.684570
	Iteration 19Q: 3 clusters Score -7960204 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 43425 members 
Entering Unmasked Estep 
Score: -7960694.500000 Penalty: 13147.684570
	Iteration 20F: 3 clusters Score -7960694 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 43842 members 
Entering Unmasked Estep 
Score: -7961045.000000 Penalty: 13147.684570
	Iteration 21Q: 3 clusters Score -7961045 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 44123 members 
Entering Unmasked Estep 
Score: -7961263.000000 Penalty: 13147.684570
	Iteration 22Q: 3 clusters Score -7961263 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 44303 members 
Entering Unmasked Estep 
Score: -7961423.500000 Penalty: 13147.684570
	Iteration 23Q: 3 clusters Score -7961424 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 44424 members 
Entering Unmasked Estep 
Score: -7961546.500000 Penalty: 13147.684570
	Iteration 24Q: 3 clusters Score -7961546 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 44524 members 
Entering Unmasked Estep 
Score: -7961637.000000 Penalty: 13147.684570
	Iteration 25Q: 3 clusters Score -7961637 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 44592 members 
Entering Unmasked Estep 
Score: -7961686.500000 Penalty: 13147.684570
	Iteration 26Q: 3 clusters Score -7961686 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 44633 members 
Entering Unmasked Estep 
Score: -7961740.500000 Penalty: 13147.684570
	Iteration 27Q: 3 clusters Score -7961740 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 44678 members 
Entering Unmasked Estep 
Score: -7961789.500000 Penalty: 13147.684570
	Iteration 28Q: 3 clusters Score -7961790 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 44711 members 
Entering Unmasked Estep 
Score: -7961819.500000 Penalty: 13147.684570
	Iteration 29Q: 3 clusters Score -7961820 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 44739 members 
Entering Unmasked Estep 
Score: -7961835.500000 Penalty: 13147.684570
	Iteration 30Q: 3 clusters Score -7961836 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 44755 members 
Entering Unmasked Estep 
Score: -7961849.500000 Penalty: 13147.684570
	Iteration 31Q: 3 clusters Score -7961850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 44763 members 
Entering Unmasked Estep 
Score: -7961852.500000 Penalty: 13147.684570
	Iteration 32Q: 3 clusters Score -7961852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 44769 members 
Entering Unmasked Estep 
Score: -7961863.000000 Penalty: 13147.684570
	Iteration 33Q: 3 clusters Score -7961863 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 44780 members 
Entering Unmasked Estep 
Score: -7961886.000000 Penalty: 13147.684570
	Iteration 34Q: 3 clusters Score -7961886 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 44796 members 
Entering Unmasked Estep 
Score: -7961899.500000 Penalty: 13147.684570
	Iteration 35Q: 3 clusters Score -7961900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 44809 members 
Entering Unmasked Estep 
Score: -7961909.500000 Penalty: 13147.684570
	Iteration 36Q: 3 clusters Score -7961910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 44818 members 
Entering Unmasked Estep 
Score: -7961924.500000 Penalty: 13147.684570
	Iteration 37Q: 3 clusters Score -7961924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 44825 members 
Entering Unmasked Estep 
Score: -7961926.500000 Penalty: 13147.684570
	Iteration 38Q: 3 clusters Score -7961926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 44830 members 
Entering Unmasked Estep 
Score: -7961936.500000 Penalty: 13147.684570
	Iteration 39Q: 3 clusters Score -7961936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 44833 members 
Entering Unmasked Estep 
Score: -7961942.500000 Penalty: 13147.684570
	Iteration 40F: 3 clusters Score -7961942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 44837 members 
Entering Unmasked Estep 
Score: -7961952.000000 Penalty: 13147.684570
	Iteration 41Q: 3 clusters Score -7961952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 44839 members 
Entering Unmasked Estep 
Score: -7961959.500000 Penalty: 13147.684570
	Iteration 42Q: 3 clusters Score -7961960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 44843 members 
Entering Unmasked Estep 
Score: -7961957.000000 Penalty: 13147.684570
	Iteration 43Q: 3 clusters Score -7961957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 44846 members 
Entering Unmasked Estep 
Score: -7961963.000000 Penalty: 13147.684570
	Iteration 44Q: 3 clusters Score -7961963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 44847 members 
Entering Unmasked Estep 
Score: -7961967.500000 Penalty: 13147.684570
	Iteration 45Q: 3 clusters Score -7961968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 44849 members 
Entering Unmasked Estep 
Score: -7961966.500000 Penalty: 13147.684570
	Iteration 46Q: 3 clusters Score -7961966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 44852 members 
Entering Unmasked Estep 
Score: -7961973.000000 Penalty: 13147.684570
	Iteration 47Q: 3 clusters Score -7961973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 44856 members 
Entering Unmasked Estep 
Score: -7961983.000000 Penalty: 13147.684570
	Iteration 48Q: 3 clusters Score -7961983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 44857 members 
Entering Unmasked Estep 
Score: -7961994.500000 Penalty: 13147.684570
	Iteration 49Q: 3 clusters Score -7961994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 44860 members 
Entering Unmasked Estep 
Score: -7961996.500000 Penalty: 13147.684570
	Iteration 50Q: 3 clusters Score -7961996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 44864 members 
Entering Unmasked Estep 
Score: -7961998.500000 Penalty: 13147.684570
	Iteration 51Q: 3 clusters Score -7961998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 44870 members 
Entering Unmasked Estep 
Score: -7962009.000000 Penalty: 13147.684570
	Iteration 52Q: 3 clusters Score -7962009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 44874 members 
Entering Unmasked Estep 
Score: -7962016.500000 Penalty: 13147.684570
	Iteration 53Q: 3 clusters Score -7962016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 44875 members 
Entering Unmasked Estep 
Score: -7962012.000000 Penalty: 13147.684570
	Iteration 54Q: 3 clusters Score -7962012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 44877 members 
Entering Unmasked Estep 
Score: -7962021.000000 Penalty: 13147.684570
	Iteration 55Q: 3 clusters Score -7962021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 44876 members 
Entering Unmasked Estep 
Score: -7962015.500000 Penalty: 13147.684570
	Iteration 56Q: 3 clusters Score -7962016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 44875 members 
Entering Unmasked Estep 
Score: -7962016.000000 Penalty: 13147.684570
	Iteration 57Q: 3 clusters Score -7962016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 44874 members 
Entering Unmasked Estep 
Score: -7962020.000000 Penalty: 13147.684570
	Iteration 58Q: 3 clusters Score -7962020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 44874 members 
Entering Unmasked Estep 
Score: -7962025.000000 Penalty: 13147.684570
	Iteration 59Q: 3 clusters Score -7962025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 44874 members 
Entering Unmasked Estep 
Score: -7962028.000000 Penalty: 13147.684570
	Iteration 60F: 3 clusters Score -7962028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 44875 members 
Entering Unmasked Estep 
Score: -7962031.000000 Penalty: 13147.684570
	Iteration 61Q: 3 clusters Score -7962031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 44875 members 
Entering Unmasked Estep 
Score: -7962031.000000 Penalty: 13147.684570
	Iteration 62F: 3 clusters Score -7962031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Entering Unmasked Estep 
Score: -113960.351562 Penalty: 4082.731201
	Iteration 0F: 2 clusters Score -113960.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -110181.304688 Penalty: 8165.462402
	Iteration 0F: 3 clusters Score -110181.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -110474.835938 Penalty: 8165.462402
	Iteration 1F: 3 clusters Score -110474.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -110554.562500 Penalty: 8165.462402
	Iteration 2Q: 3 clusters Score -110554.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -110588.257812 Penalty: 8165.462402
	Iteration 3Q: 3 clusters Score -110588.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -110616.226562 Penalty: 8165.462402
	Iteration 4Q: 3 clusters Score -110616.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -110640.523438 Penalty: 8165.462402
	Iteration 5Q: 3 clusters Score -110640.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -110645.851562 Penalty: 8165.462402
	Iteration 6Q: 3 clusters Score -110645.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -110657.937500 Penalty: 8165.462402
	Iteration 7Q: 3 clusters Score -110657.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -110662.765625 Penalty: 8165.462402
	Iteration 8Q: 3 clusters Score -110662.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -110662.765625 Penalty: 8165.462402
	Iteration 9F: 3 clusters Score -110662.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (33253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33253 members 
Entering Unmasked Estep 
Score: -5476693.000000 Penalty: 6377.289062
	Iteration 0F: 2 clusters Score -5476693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -5451802.000000 Penalty: 12754.578125
	Iteration 0F: 3 clusters Score -5451802 nChanged 14130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -5459232.000000 Penalty: 12754.578125
	Iteration 1F: 3 clusters Score -5459232 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -5460039.000000 Penalty: 12754.578125
	Iteration 2F: 3 clusters Score -5460039 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -5460658.000000 Penalty: 12754.578125
	Iteration 3Q: 3 clusters Score -5460658 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -5461151.500000 Penalty: 12754.578125
	Iteration 4Q: 3 clusters Score -5461152 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -5461614.500000 Penalty: 12754.578125
	Iteration 5Q: 3 clusters Score -5461614 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -5462111.500000 Penalty: 12754.578125
	Iteration 6Q: 3 clusters Score -5462112 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -5462701.000000 Penalty: 12754.578125
	Iteration 7Q: 3 clusters Score -5462701 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -5463374.000000 Penalty: 12754.578125
	Iteration 8Q: 3 clusters Score -5463374 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -5464160.000000 Penalty: 12754.578125
	Iteration 9Q: 3 clusters Score -5464160 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -5465135.500000 Penalty: 12754.578125
	Iteration 10Q: 3 clusters Score -5465136 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
Score: -5466228.000000 Penalty: 12754.578125
	Iteration 11Q: 3 clusters Score -5466228 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
Score: -5467252.000000 Penalty: 12754.578125
	Iteration 12Q: 3 clusters Score -5467252 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 28536 members 
Entering Unmasked Estep 
Score: -5468201.000000 Penalty: 12754.578125
	Iteration 13Q: 3 clusters Score -5468201 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 29541 members 
Entering Unmasked Estep 
Score: -5468985.500000 Penalty: 12754.578125
	Iteration 14Q: 3 clusters Score -5468986 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 30305 members 
Entering Unmasked Estep 
Score: -5469605.000000 Penalty: 12754.578125
	Iteration 15Q: 3 clusters Score -5469605 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 30892 members 
Entering Unmasked Estep 
Score: -5470125.500000 Penalty: 12754.578125
	Iteration 16Q: 3 clusters Score -5470126 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 31301 members 
Entering Unmasked Estep 
Score: -5470455.500000 Penalty: 12754.578125
	Iteration 17Q: 3 clusters Score -5470456 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 31571 members 
Entering Unmasked Estep 
Score: -5470660.000000 Penalty: 12754.578125
	Iteration 18Q: 3 clusters Score -5470660 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 31755 members 
Entering Unmasked Estep 
Score: -5470847.500000 Penalty: 12754.578125
	Iteration 19Q: 3 clusters Score -5470848 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 31882 members 
Entering Unmasked Estep 
Score: -5470957.500000 Penalty: 12754.578125
	Iteration 20F: 3 clusters Score -5470958 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 31968 members 
Entering Unmasked Estep 
Score: -5471040.000000 Penalty: 12754.578125
	Iteration 21Q: 3 clusters Score -5471040 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 32032 members 
Entering Unmasked Estep 
Score: -5471098.000000 Penalty: 12754.578125
	Iteration 22Q: 3 clusters Score -5471098 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 32083 members 
Entering Unmasked Estep 
Score: -5471144.000000 Penalty: 12754.578125
	Iteration 23Q: 3 clusters Score -5471144 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 32117 members 
Entering Unmasked Estep 
Score: -5471170.000000 Penalty: 12754.578125
	Iteration 24Q: 3 clusters Score -5471170 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 32144 members 
Entering Unmasked Estep 
Score: -5471202.000000 Penalty: 12754.578125
	Iteration 25Q: 3 clusters Score -5471202 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -5471215.500000 Penalty: 12754.578125
	Iteration 26Q: 3 clusters Score -5471216 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 32184 members 
Entering Unmasked Estep 
Score: -5471212.000000 Penalty: 12754.578125
	Iteration 27Q: 3 clusters Score -5471212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 32198 members 
Entering Unmasked Estep 
Score: -5471244.000000 Penalty: 12754.578125
	Iteration 28Q: 3 clusters Score -5471244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 32207 members 
Entering Unmasked Estep 
Score: -5471257.000000 Penalty: 12754.578125
	Iteration 29Q: 3 clusters Score -5471257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 32215 members 
Entering Unmasked Estep 
Score: -5471254.500000 Penalty: 12754.578125
	Iteration 30Q: 3 clusters Score -5471254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 32216 members 
Entering Unmasked Estep 
Score: -5471261.500000 Penalty: 12754.578125
	Iteration 31Q: 3 clusters Score -5471262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 32217 members 
Entering Unmasked Estep 
Score: -5471262.500000 Penalty: 12754.578125
	Iteration 32Q: 3 clusters Score -5471262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 32217 members 
Entering Unmasked Estep 
Score: -5471262.500000 Penalty: 12754.578125
	Iteration 33F: 3 clusters Score -5471262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Entering Unmasked Estep 
Score: -175553.953125 Penalty: 4322.962402
	Iteration 0F: 2 clusters Score -175554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -171329.828125 Penalty: 8645.924805
	Iteration 0F: 3 clusters Score -171329.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -171833.656250 Penalty: 8645.924805
	Iteration 1F: 3 clusters Score -171833.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -172051.906250 Penalty: 8645.924805
	Iteration 2F: 3 clusters Score -172051.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -172262.921875 Penalty: 8645.924805
	Iteration 3Q: 3 clusters Score -172262.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -172441.156250 Penalty: 8645.924805
	Iteration 4Q: 3 clusters Score -172441.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -172560.328125 Penalty: 8645.924805
	Iteration 5Q: 3 clusters Score -172560.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -172719.562500 Penalty: 8645.924805
	Iteration 6Q: 3 clusters Score -172719.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -172941.484375 Penalty: 8645.924805
	Iteration 7Q: 3 clusters Score -172941.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -173028.437500 Penalty: 8645.924805
	Iteration 8Q: 3 clusters Score -173028.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -173064.015625 Penalty: 8645.924805
	Iteration 9Q: 3 clusters Score -173064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -173102.296875 Penalty: 8645.924805
	Iteration 10Q: 3 clusters Score -173102.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -173118.734375 Penalty: 8645.924805
	Iteration 11Q: 3 clusters Score -173118.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -173133.625000 Penalty: 8645.924805
	Iteration 12Q: 3 clusters Score -173133.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -173153.843750 Penalty: 8645.924805
	Iteration 13Q: 3 clusters Score -173153.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -173174.781250 Penalty: 8645.924805
	Iteration 14Q: 3 clusters Score -173174.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -173204.781250 Penalty: 8645.924805
	Iteration 15Q: 3 clusters Score -173204.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -173241.406250 Penalty: 8645.924805
	Iteration 16Q: 3 clusters Score -173241.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -173277.015625 Penalty: 8645.924805
	Iteration 17Q: 3 clusters Score -173277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -173300.781250 Penalty: 8645.924805
	Iteration 18Q: 3 clusters Score -173300.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -173325.421875 Penalty: 8645.924805
	Iteration 19Q: 3 clusters Score -173325.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -173376.593750 Penalty: 8645.924805
	Iteration 20F: 3 clusters Score -173376.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -173441.109375 Penalty: 8645.924805
	Iteration 21Q: 3 clusters Score -173441.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -173464.875000 Penalty: 8645.924805
	Iteration 22Q: 3 clusters Score -173464.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -173482.203125 Penalty: 8645.924805
	Iteration 23Q: 3 clusters Score -173482.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -173515.031250 Penalty: 8645.924805
	Iteration 24Q: 3 clusters Score -173515 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -173566.390625 Penalty: 8645.924805
	Iteration 25Q: 3 clusters Score -173566.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -173609.750000 Penalty: 8645.924805
	Iteration 26Q: 3 clusters Score -173609.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -173720.750000 Penalty: 8645.924805
	Iteration 27Q: 3 clusters Score -173720.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -173825.703125 Penalty: 8645.924805
	Iteration 28Q: 3 clusters Score -173825.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -173850.156250 Penalty: 8645.924805
	Iteration 29Q: 3 clusters Score -173850.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -173862.687500 Penalty: 8645.924805
	Iteration 30Q: 3 clusters Score -173862.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -173875.750000 Penalty: 8645.924805
	Iteration 31Q: 3 clusters Score -173875.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -173881.703125 Penalty: 8645.924805
	Iteration 32Q: 3 clusters Score -173881.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -173884.500000 Penalty: 8645.924805
	Iteration 33Q: 3 clusters Score -173884.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -173886.046875 Penalty: 8645.924805
	Iteration 34Q: 3 clusters Score -173886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -173886.046875 Penalty: 8645.924805
	Iteration 35F: 3 clusters Score -173886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Entering Unmasked Estep 
Score: -1479609.125000 Penalty: 5574.959961
	Iteration 0F: 2 clusters Score -1479609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1469955.375000 Penalty: 11149.919922
	Iteration 0F: 3 clusters Score -1469955 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1471948.875000 Penalty: 11149.919922
	Iteration 1F: 3 clusters Score -1471949 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1472587.750000 Penalty: 11149.919922
	Iteration 2F: 3 clusters Score -1472588 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1473073.750000 Penalty: 11149.919922
	Iteration 3F: 3 clusters Score -1473074 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1473458.375000 Penalty: 11149.919922
	Iteration 4F: 3 clusters Score -1473458 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1473731.500000 Penalty: 11149.919922
	Iteration 5Q: 3 clusters Score -1473732 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1473973.250000 Penalty: 11149.919922
	Iteration 6Q: 3 clusters Score -1473973 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1474181.750000 Penalty: 11149.919922
	Iteration 7Q: 3 clusters Score -1474182 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1474359.375000 Penalty: 11149.919922
	Iteration 8Q: 3 clusters Score -1474359 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1474524.125000 Penalty: 11149.919922
	Iteration 9Q: 3 clusters Score -1474524 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1474642.375000 Penalty: 11149.919922
	Iteration 10Q: 3 clusters Score -1474642 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1474753.750000 Penalty: 11149.919922
	Iteration 11Q: 3 clusters Score -1474754 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1474856.500000 Penalty: 11149.919922
	Iteration 12Q: 3 clusters Score -1474856 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1474940.500000 Penalty: 11149.919922
	Iteration 13Q: 3 clusters Score -1474940 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1475003.875000 Penalty: 11149.919922
	Iteration 14Q: 3 clusters Score -1475004 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1475058.500000 Penalty: 11149.919922
	Iteration 15Q: 3 clusters Score -1475058 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1475108.750000 Penalty: 11149.919922
	Iteration 16Q: 3 clusters Score -1475109 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1475149.625000 Penalty: 11149.919922
	Iteration 17Q: 3 clusters Score -1475150 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1475181.125000 Penalty: 11149.919922
	Iteration 18Q: 3 clusters Score -1475181 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1475223.000000 Penalty: 11149.919922
	Iteration 19Q: 3 clusters Score -1475223 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1475255.000000 Penalty: 11149.919922
	Iteration 20F: 3 clusters Score -1475255 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1475283.500000 Penalty: 11149.919922
	Iteration 21Q: 3 clusters Score -1475284 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1475310.625000 Penalty: 11149.919922
	Iteration 22Q: 3 clusters Score -1475311 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1475341.750000 Penalty: 11149.919922
	Iteration 23Q: 3 clusters Score -1475342 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1475360.875000 Penalty: 11149.919922
	Iteration 24Q: 3 clusters Score -1475361 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1475379.750000 Penalty: 11149.919922
	Iteration 25Q: 3 clusters Score -1475380 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1475402.375000 Penalty: 11149.919922
	Iteration 26Q: 3 clusters Score -1475402 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1475417.375000 Penalty: 11149.919922
	Iteration 27Q: 3 clusters Score -1475417 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1475425.875000 Penalty: 11149.919922
	Iteration 28Q: 3 clusters Score -1475426 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1475431.875000 Penalty: 11149.919922
	Iteration 29Q: 3 clusters Score -1475432 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1475446.875000 Penalty: 11149.919922
	Iteration 30Q: 3 clusters Score -1475447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1475446.125000 Penalty: 11149.919922
	Iteration 31Q: 3 clusters Score -1475446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1475450.000000 Penalty: 11149.919922
	Iteration 32Q: 3 clusters Score -1475450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1475451.250000 Penalty: 11149.919922
	Iteration 33Q: 3 clusters Score -1475451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1475451.625000 Penalty: 11149.919922
	Iteration 34Q: 3 clusters Score -1475452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1475455.125000 Penalty: 11149.919922
	Iteration 35Q: 3 clusters Score -1475455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1475454.375000 Penalty: 11149.919922
	Iteration 36Q: 3 clusters Score -1475454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1475456.000000 Penalty: 11149.919922
	Iteration 37Q: 3 clusters Score -1475456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1475457.875000 Penalty: 11149.919922
	Iteration 38Q: 3 clusters Score -1475458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1475460.125000 Penalty: 11149.919922
	Iteration 39Q: 3 clusters Score -1475460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1475459.625000 Penalty: 11149.919922
	Iteration 40F: 3 clusters Score -1475460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1475463.250000 Penalty: 11149.919922
	Iteration 41Q: 3 clusters Score -1475463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1475466.625000 Penalty: 11149.919922
	Iteration 42Q: 3 clusters Score -1475467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1475473.375000 Penalty: 11149.919922
	Iteration 43Q: 3 clusters Score -1475473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1475475.625000 Penalty: 11149.919922
	Iteration 44Q: 3 clusters Score -1475476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1475480.000000 Penalty: 11149.919922
	Iteration 45Q: 3 clusters Score -1475480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1475482.625000 Penalty: 11149.919922
	Iteration 46Q: 3 clusters Score -1475483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1475478.625000 Penalty: 11149.919922
	Iteration 47Q: 3 clusters Score -1475479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1475483.000000 Penalty: 11149.919922
	Iteration 48Q: 3 clusters Score -1475483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1475481.875000 Penalty: 11149.919922
	Iteration 49Q: 3 clusters Score -1475482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1475487.625000 Penalty: 11149.919922
	Iteration 50Q: 3 clusters Score -1475488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1475487.875000 Penalty: 11149.919922
	Iteration 51Q: 3 clusters Score -1475488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1475487.750000 Penalty: 11149.919922
	Iteration 52Q: 3 clusters Score -1475488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1475486.625000 Penalty: 11149.919922
	Iteration 53Q: 3 clusters Score -1475487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1475485.875000 Penalty: 11149.919922
	Iteration 54Q: 3 clusters Score -1475486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1475485.375000 Penalty: 11149.919922
	Iteration 55Q: 3 clusters Score -1475485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1475485.375000 Penalty: 11149.919922
	Iteration 56F: 3 clusters Score -1475485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (47108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47108 members 
Entering Unmasked Estep 
Score: -8127926.000000 Penalty: 6590.621582
	Iteration 0F: 2 clusters Score -8127926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -8093934.500000 Penalty: 13181.243164
	Iteration 0F: 3 clusters Score -8093934 nChanged 20661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -8105022.000000 Penalty: 13181.243164
	Iteration 1F: 3 clusters Score -8105022 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 24565 members 
Entering Unmasked Estep 
Score: -8105932.000000 Penalty: 13181.243164
	Iteration 2F: 3 clusters Score -8105932 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 24957 members 
Entering Unmasked Estep 
Score: -8106649.500000 Penalty: 13181.243164
	Iteration 3Q: 3 clusters Score -8106650 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -8107307.000000 Penalty: 13181.243164
	Iteration 4Q: 3 clusters Score -8107307 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 26180 members 
Entering Unmasked Estep 
Score: -8107917.000000 Penalty: 13181.243164
	Iteration 5Q: 3 clusters Score -8107917 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 27102 members 
Entering Unmasked Estep 
Score: -8108667.000000 Penalty: 13181.243164
	Iteration 6Q: 3 clusters Score -8108667 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 28271 members 
Entering Unmasked Estep 
Score: -8109480.000000 Penalty: 13181.243164
	Iteration 7Q: 3 clusters Score -8109480 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 29818 members 
Entering Unmasked Estep 
Score: -8110367.000000 Penalty: 13181.243164
	Iteration 8Q: 3 clusters Score -8110367 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 31751 members 
Entering Unmasked Estep 
Score: -8111610.000000 Penalty: 13181.243164
	Iteration 9Q: 3 clusters Score -8111610 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 34023 members 
Entering Unmasked Estep 
Score: -8113152.500000 Penalty: 13181.243164
	Iteration 10F: 3 clusters Score -8113152 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 36540 members 
Entering Unmasked Estep 
Score: -8114958.000000 Penalty: 13181.243164
	Iteration 11F: 3 clusters Score -8114958 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 38996 members 
Entering Unmasked Estep 
Score: -8116916.000000 Penalty: 13181.243164
	Iteration 12F: 3 clusters Score -8116916 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 41147 members 
Entering Unmasked Estep 
Score: -8118729.000000 Penalty: 13181.243164
	Iteration 13Q: 3 clusters Score -8118729 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 42715 members 
Entering Unmasked Estep 
Score: -8120170.000000 Penalty: 13181.243164
	Iteration 14Q: 3 clusters Score -8120170 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 43744 members 
Entering Unmasked Estep 
Score: -8121143.000000 Penalty: 13181.243164
	Iteration 15Q: 3 clusters Score -8121143 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 44325 members 
Entering Unmasked Estep 
Score: -8121696.000000 Penalty: 13181.243164
	Iteration 16Q: 3 clusters Score -8121696 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 44656 members 
Entering Unmasked Estep 
Score: -8122006.500000 Penalty: 13181.243164
	Iteration 17Q: 3 clusters Score -8122006 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 44868 members 
Entering Unmasked Estep 
Score: -8122180.500000 Penalty: 13181.243164
	Iteration 18Q: 3 clusters Score -8122180 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 45028 members 
Entering Unmasked Estep 
Score: -8122294.000000 Penalty: 13181.243164
	Iteration 19Q: 3 clusters Score -8122294 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 45136 members 
Entering Unmasked Estep 
Score: -8122365.000000 Penalty: 13181.243164
	Iteration 20F: 3 clusters Score -8122365 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 45217 members 
Entering Unmasked Estep 
Score: -8122438.000000 Penalty: 13181.243164
	Iteration 21Q: 3 clusters Score -8122438 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 45266 members 
Entering Unmasked Estep 
Score: -8122470.500000 Penalty: 13181.243164
	Iteration 22Q: 3 clusters Score -8122470 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 45296 members 
Entering Unmasked Estep 
Score: -8122492.500000 Penalty: 13181.243164
	Iteration 23Q: 3 clusters Score -8122492 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 45324 members 
Entering Unmasked Estep 
Score: -8122511.000000 Penalty: 13181.243164
	Iteration 24Q: 3 clusters Score -8122511 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 45343 members 
Entering Unmasked Estep 
Score: -8122509.500000 Penalty: 13181.243164
	Iteration 25Q: 3 clusters Score -8122510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 45355 members 
Entering Unmasked Estep 
Score: -8122517.500000 Penalty: 13181.243164
	Iteration 26Q: 3 clusters Score -8122518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 45359 members 
Entering Unmasked Estep 
Score: -8122528.000000 Penalty: 13181.243164
	Iteration 27Q: 3 clusters Score -8122528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 45358 members 
Entering Unmasked Estep 
Score: -8122528.500000 Penalty: 13181.243164
	Iteration 28Q: 3 clusters Score -8122528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 45361 members 
Entering Unmasked Estep 
Score: -8122521.500000 Penalty: 13181.243164
	Iteration 29Q: 3 clusters Score -8122522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 45362 members 
Entering Unmasked Estep 
Score: -8122525.000000 Penalty: 13181.243164
	Iteration 30Q: 3 clusters Score -8122525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 45362 members 
Entering Unmasked Estep 
Score: -8122525.000000 Penalty: 13181.243164
	Iteration 31F: 3 clusters Score -8122525 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Entering Unmasked Estep 
Score: -312102.312500 Penalty: 4631.823730
	Iteration 0F: 2 clusters Score -312102.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -307089.406250 Penalty: 9263.647461
	Iteration 0F: 3 clusters Score -307089.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -307617.968750 Penalty: 9263.647461
	Iteration 1F: 3 clusters Score -307618 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -307808.875000 Penalty: 9263.647461
	Iteration 2F: 3 clusters Score -307808.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -307941.000000 Penalty: 9263.647461
	Iteration 3Q: 3 clusters Score -307941 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -308017.000000 Penalty: 9263.647461
	Iteration 4Q: 3 clusters Score -308017 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -308069.968750 Penalty: 9263.647461
	Iteration 5Q: 3 clusters Score -308070 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -308116.093750 Penalty: 9263.647461
	Iteration 6Q: 3 clusters Score -308116.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -308160.531250 Penalty: 9263.647461
	Iteration 7Q: 3 clusters Score -308160.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -308184.937500 Penalty: 9263.647461
	Iteration 8Q: 3 clusters Score -308184.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -308201.218750 Penalty: 9263.647461
	Iteration 9Q: 3 clusters Score -308201.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -308222.000000 Penalty: 9263.647461
	Iteration 10Q: 3 clusters Score -308222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -308244.468750 Penalty: 9263.647461
	Iteration 11Q: 3 clusters Score -308244.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -308266.156250 Penalty: 9263.647461
	Iteration 12Q: 3 clusters Score -308266.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -308281.812500 Penalty: 9263.647461
	Iteration 13Q: 3 clusters Score -308281.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -308296.187500 Penalty: 9263.647461
	Iteration 14Q: 3 clusters Score -308296.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -308307.343750 Penalty: 9263.647461
	Iteration 15Q: 3 clusters Score -308307.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -308317.562500 Penalty: 9263.647461
	Iteration 16Q: 3 clusters Score -308317.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -308325.312500 Penalty: 9263.647461
	Iteration 17Q: 3 clusters Score -308325.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -308331.218750 Penalty: 9263.647461
	Iteration 18Q: 3 clusters Score -308331.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -308336.031250 Penalty: 9263.647461
	Iteration 19Q: 3 clusters Score -308336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -308342.218750 Penalty: 9263.647461
	Iteration 20F: 3 clusters Score -308342.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -308351.406250 Penalty: 9263.647461
	Iteration 21Q: 3 clusters Score -308351.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -308351.687500 Penalty: 9263.647461
	Iteration 22Q: 3 clusters Score -308351.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -308351.687500 Penalty: 9263.647461
	Iteration 23F: 3 clusters Score -308351.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Entering Unmasked Estep 
Score: -3662911.750000 Penalty: 6099.259766
	Iteration 0F: 2 clusters Score -3662912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -3645824.000000 Penalty: 12198.519531
	Iteration 0F: 3 clusters Score -3645824 nChanged 8566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -3650434.000000 Penalty: 12198.519531
	Iteration 1F: 3 clusters Score -3650434 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -3651427.750000 Penalty: 12198.519531
	Iteration 2F: 3 clusters Score -3651428 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -3652412.750000 Penalty: 12198.519531
	Iteration 3F: 3 clusters Score -3652413 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -3653219.000000 Penalty: 12198.519531
	Iteration 4F: 3 clusters Score -3653219 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -3654000.500000 Penalty: 12198.519531
	Iteration 5F: 3 clusters Score -3654000 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -3654843.000000 Penalty: 12198.519531
	Iteration 6F: 3 clusters Score -3654843 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -3655686.750000 Penalty: 12198.519531
	Iteration 7F: 3 clusters Score -3655687 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -3656590.000000 Penalty: 12198.519531
	Iteration 8F: 3 clusters Score -3656590 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -3657401.250000 Penalty: 12198.519531
	Iteration 9Q: 3 clusters Score -3657401 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -3658042.250000 Penalty: 12198.519531
	Iteration 10Q: 3 clusters Score -3658042 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -3658518.750000 Penalty: 12198.519531
	Iteration 11Q: 3 clusters Score -3658519 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -3658853.250000 Penalty: 12198.519531
	Iteration 12Q: 3 clusters Score -3658853 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -3659064.500000 Penalty: 12198.519531
	Iteration 13Q: 3 clusters Score -3659064 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -3659239.000000 Penalty: 12198.519531
	Iteration 14Q: 3 clusters Score -3659239 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -3659346.250000 Penalty: 12198.519531
	Iteration 15Q: 3 clusters Score -3659346 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -3659440.750000 Penalty: 12198.519531
	Iteration 16Q: 3 clusters Score -3659441 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -3659500.250000 Penalty: 12198.519531
	Iteration 17Q: 3 clusters Score -3659500 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -3659544.750000 Penalty: 12198.519531
	Iteration 18Q: 3 clusters Score -3659545 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -3659589.750000 Penalty: 12198.519531
	Iteration 19Q: 3 clusters Score -3659590 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -3659637.750000 Penalty: 12198.519531
	Iteration 20F: 3 clusters Score -3659638 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -3659703.250000 Penalty: 12198.519531
	Iteration 21Q: 3 clusters Score -3659703 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -3659723.000000 Penalty: 12198.519531
	Iteration 22Q: 3 clusters Score -3659723 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -3659735.250000 Penalty: 12198.519531
	Iteration 23Q: 3 clusters Score -3659735 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -3659773.000000 Penalty: 12198.519531
	Iteration 24Q: 3 clusters Score -3659773 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -3659798.000000 Penalty: 12198.519531
	Iteration 25Q: 3 clusters Score -3659798 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -3659825.500000 Penalty: 12198.519531
	Iteration 26Q: 3 clusters Score -3659826 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -3659858.750000 Penalty: 12198.519531
	Iteration 27Q: 3 clusters Score -3659859 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -3659875.000000 Penalty: 12198.519531
	Iteration 28Q: 3 clusters Score -3659875 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -3659897.250000 Penalty: 12198.519531
	Iteration 29Q: 3 clusters Score -3659897 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -3659917.500000 Penalty: 12198.519531
	Iteration 30Q: 3 clusters Score -3659918 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -3659934.000000 Penalty: 12198.519531
	Iteration 31Q: 3 clusters Score -3659934 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -3659945.250000 Penalty: 12198.519531
	Iteration 32Q: 3 clusters Score -3659945 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -3659945.750000 Penalty: 12198.519531
	Iteration 33Q: 3 clusters Score -3659946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -3659947.250000 Penalty: 12198.519531
	Iteration 34Q: 3 clusters Score -3659947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -3659954.750000 Penalty: 12198.519531
	Iteration 35Q: 3 clusters Score -3659955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -3659958.000000 Penalty: 12198.519531
	Iteration 36Q: 3 clusters Score -3659958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -3659958.250000 Penalty: 12198.519531
	Iteration 37Q: 3 clusters Score -3659958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -3659973.750000 Penalty: 12198.519531
	Iteration 38Q: 3 clusters Score -3659974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -3659972.750000 Penalty: 12198.519531
	Iteration 39Q: 3 clusters Score -3659973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -3659975.000000 Penalty: 12198.519531
	Iteration 40F: 3 clusters Score -3659975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -3659980.000000 Penalty: 12198.519531
	Iteration 41Q: 3 clusters Score -3659980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -3659983.750000 Penalty: 12198.519531
	Iteration 42Q: 3 clusters Score -3659984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -3659983.750000 Penalty: 12198.519531
	Iteration 43F: 3 clusters Score -3659984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Entering Unmasked Estep 
Score: -1007946.250000 Penalty: 5352.475098
	Iteration 0F: 2 clusters Score -1007946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1000108.375000 Penalty: 10704.950195
	Iteration 0F: 3 clusters Score -1000108 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1001560.000000 Penalty: 10704.950195
	Iteration 1F: 3 clusters Score -1001560 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1002024.500000 Penalty: 10704.950195
	Iteration 2F: 3 clusters Score -1002024 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1002366.125000 Penalty: 10704.950195
	Iteration 3F: 3 clusters Score -1002366 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1002754.937500 Penalty: 10704.950195
	Iteration 4Q: 3 clusters Score -1002755 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1003209.562500 Penalty: 10704.950195
	Iteration 5Q: 3 clusters Score -1003210 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1003693.937500 Penalty: 10704.950195
	Iteration 6F: 3 clusters Score -1003694 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1004138.812500 Penalty: 10704.950195
	Iteration 7F: 3 clusters Score -1004139 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1004564.625000 Penalty: 10704.950195
	Iteration 8F: 3 clusters Score -1004565 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1004898.250000 Penalty: 10704.950195
	Iteration 9Q: 3 clusters Score -1004898 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1005144.625000 Penalty: 10704.950195
	Iteration 10Q: 3 clusters Score -1005145 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1005297.687500 Penalty: 10704.950195
	Iteration 11Q: 3 clusters Score -1005298 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1005396.437500 Penalty: 10704.950195
	Iteration 12Q: 3 clusters Score -1005396 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1005471.687500 Penalty: 10704.950195
	Iteration 13Q: 3 clusters Score -1005472 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1005514.125000 Penalty: 10704.950195
	Iteration 14Q: 3 clusters Score -1005514 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1005543.062500 Penalty: 10704.950195
	Iteration 15Q: 3 clusters Score -1005543 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1005558.500000 Penalty: 10704.950195
	Iteration 16Q: 3 clusters Score -1005558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1005565.500000 Penalty: 10704.950195
	Iteration 17Q: 3 clusters Score -1005566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1005569.062500 Penalty: 10704.950195
	Iteration 18Q: 3 clusters Score -1005569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1005573.937500 Penalty: 10704.950195
	Iteration 19Q: 3 clusters Score -1005574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1005582.375000 Penalty: 10704.950195
	Iteration 20F: 3 clusters Score -1005582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1005592.625000 Penalty: 10704.950195
	Iteration 21Q: 3 clusters Score -1005593 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1005600.625000 Penalty: 10704.950195
	Iteration 22Q: 3 clusters Score -1005601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1005603.875000 Penalty: 10704.950195
	Iteration 23Q: 3 clusters Score -1005604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1005609.250000 Penalty: 10704.950195
	Iteration 24Q: 3 clusters Score -1005609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1005614.500000 Penalty: 10704.950195
	Iteration 25Q: 3 clusters Score -1005614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1005615.937500 Penalty: 10704.950195
	Iteration 26Q: 3 clusters Score -1005616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1005617.500000 Penalty: 10704.950195
	Iteration 27Q: 3 clusters Score -1005618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1005617.500000 Penalty: 10704.950195
	Iteration 28F: 3 clusters Score -1005618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (205796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205796 members 
Entering Unmasked Estep 
Score: -35480252.000000 Penalty: 7493.717773
	Iteration 0F: 2 clusters Score -3.548025e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102962 members 
Mstep: Class 2 contains 102834 members 
Entering Unmasked Estep 
Score: -35342848.000000 Penalty: 14987.435547
	Iteration 0F: 3 clusters Score -3.534285e+07 nChanged 96688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103020 members 
Mstep: Class 2 contains 102776 members 
Entering Unmasked Estep 
Score: -35397672.000000 Penalty: 14987.435547
	Iteration 1F: 3 clusters Score -3.539767e+07 nChanged 7092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102800 members 
Mstep: Class 2 contains 102996 members 
Entering Unmasked Estep 
Score: -35399476.000000 Penalty: 14987.435547
	Iteration 2Q: 3 clusters Score -3.539948e+07 nChanged 7219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102571 members 
Mstep: Class 2 contains 103225 members 
Entering Unmasked Estep 
Score: -35401644.000000 Penalty: 14987.435547
	Iteration 3Q: 3 clusters Score -3.540164e+07 nChanged 7777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102240 members 
Mstep: Class 2 contains 103556 members 
Entering Unmasked Estep 
Score: -35404632.000000 Penalty: 14987.435547
	Iteration 4Q: 3 clusters Score -3.540463e+07 nChanged 8514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101838 members 
Mstep: Class 2 contains 103958 members 
Entering Unmasked Estep 
Score: -35407856.000000 Penalty: 14987.435547
	Iteration 5Q: 3 clusters Score -3.540786e+07 nChanged 9505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101287 members 
Mstep: Class 2 contains 104509 members 
Entering Unmasked Estep 
Score: -35411952.000000 Penalty: 14987.435547
	Iteration 6Q: 3 clusters Score -3.541195e+07 nChanged 10405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100786 members 
Mstep: Class 2 contains 105010 members 
Entering Unmasked Estep 
Score: -35417664.000000 Penalty: 14987.435547
	Iteration 7F: 3 clusters Score -3.541766e+07 nChanged 11243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100707 members 
Mstep: Class 2 contains 105089 members 
Entering Unmasked Estep 
Score: -35424104.000000 Penalty: 14987.435547
	Iteration 8F: 3 clusters Score -3.54241e+07 nChanged 11743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101520 members 
Mstep: Class 2 contains 104276 members 
Entering Unmasked Estep 
Score: -35431220.000000 Penalty: 14987.435547
	Iteration 9F: 3 clusters Score -3.543122e+07 nChanged 11851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103627 members 
Mstep: Class 2 contains 102169 members 
Entering Unmasked Estep 
Score: -35438684.000000 Penalty: 14987.435547
	Iteration 10F: 3 clusters Score -3.543868e+07 nChanged 11409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106782 members 
Mstep: Class 2 contains 99014 members 
Entering Unmasked Estep 
Score: -35446340.000000 Penalty: 14987.435547
	Iteration 11F: 3 clusters Score -3.544634e+07 nChanged 10252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110356 members 
Mstep: Class 2 contains 95440 members 
Entering Unmasked Estep 
Score: -35452100.000000 Penalty: 14987.435547
	Iteration 12Q: 3 clusters Score -3.54521e+07 nChanged 8081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114015 members 
Mstep: Class 2 contains 91781 members 
Entering Unmasked Estep 
Score: -35455884.000000 Penalty: 14987.435547
	Iteration 13Q: 3 clusters Score -3.545588e+07 nChanged 5981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117564 members 
Mstep: Class 2 contains 88232 members 
Entering Unmasked Estep 
Score: -35458320.000000 Penalty: 14987.435547
	Iteration 14Q: 3 clusters Score -3.545832e+07 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121167 members 
Mstep: Class 2 contains 84629 members 
Entering Unmasked Estep 
Score: -35460420.000000 Penalty: 14987.435547
	Iteration 15Q: 3 clusters Score -3.546042e+07 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124820 members 
Mstep: Class 2 contains 80976 members 
Entering Unmasked Estep 
Score: -35462392.000000 Penalty: 14987.435547
	Iteration 16Q: 3 clusters Score -3.546239e+07 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128680 members 
Mstep: Class 2 contains 77116 members 
Entering Unmasked Estep 
Score: -35464328.000000 Penalty: 14987.435547
	Iteration 17Q: 3 clusters Score -3.546433e+07 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132666 members 
Mstep: Class 2 contains 73130 members 
Entering Unmasked Estep 
Score: -35466332.000000 Penalty: 14987.435547
	Iteration 18Q: 3 clusters Score -3.546633e+07 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136588 members 
Mstep: Class 2 contains 69208 members 
Entering Unmasked Estep 
Score: -35468340.000000 Penalty: 14987.435547
	Iteration 19Q: 3 clusters Score -3.546834e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140230 members 
Mstep: Class 2 contains 65566 members 
Entering Unmasked Estep 
Score: -35470016.000000 Penalty: 14987.435547
	Iteration 20F: 3 clusters Score -3.547002e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143465 members 
Mstep: Class 2 contains 62331 members 
Entering Unmasked Estep 
Score: -35471092.000000 Penalty: 14987.435547
	Iteration 21Q: 3 clusters Score -3.547109e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146428 members 
Mstep: Class 2 contains 59368 members 
Entering Unmasked Estep 
Score: -35471980.000000 Penalty: 14987.435547
	Iteration 22Q: 3 clusters Score -3.547198e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149053 members 
Mstep: Class 2 contains 56743 members 
Entering Unmasked Estep 
Score: -35472796.000000 Penalty: 14987.435547
	Iteration 23Q: 3 clusters Score -3.54728e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151356 members 
Mstep: Class 2 contains 54440 members 
Entering Unmasked Estep 
Score: -35473268.000000 Penalty: 14987.435547
	Iteration 24Q: 3 clusters Score -3.547327e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153404 members 
Mstep: Class 2 contains 52392 members 
Entering Unmasked Estep 
Score: -35473688.000000 Penalty: 14987.435547
	Iteration 25Q: 3 clusters Score -3.547369e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155219 members 
Mstep: Class 2 contains 50577 members 
Entering Unmasked Estep 
Score: -35474004.000000 Penalty: 14987.435547
	Iteration 26Q: 3 clusters Score -3.5474e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156829 members 
Mstep: Class 2 contains 48967 members 
Entering Unmasked Estep 
Score: -35474252.000000 Penalty: 14987.435547
	Iteration 27Q: 3 clusters Score -3.547425e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158210 members 
Mstep: Class 2 contains 47586 members 
Entering Unmasked Estep 
Score: -35474620.000000 Penalty: 14987.435547
	Iteration 28Q: 3 clusters Score -3.547462e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159435 members 
Mstep: Class 2 contains 46361 members 
Entering Unmasked Estep 
Score: -35474820.000000 Penalty: 14987.435547
	Iteration 29Q: 3 clusters Score -3.547482e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160497 members 
Mstep: Class 2 contains 45299 members 
Entering Unmasked Estep 
Score: -35474960.000000 Penalty: 14987.435547
	Iteration 30Q: 3 clusters Score -3.547496e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161479 members 
Mstep: Class 2 contains 44317 members 
Entering Unmasked Estep 
Score: -35475120.000000 Penalty: 14987.435547
	Iteration 31Q: 3 clusters Score -3.547512e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162298 members 
Mstep: Class 2 contains 43498 members 
Entering Unmasked Estep 
Score: -35475192.000000 Penalty: 14987.435547
	Iteration 32Q: 3 clusters Score -3.547519e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163058 members 
Mstep: Class 2 contains 42738 members 
Entering Unmasked Estep 
Score: -35475292.000000 Penalty: 14987.435547
	Iteration 33Q: 3 clusters Score -3.547529e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163729 members 
Mstep: Class 2 contains 42067 members 
Entering Unmasked Estep 
Score: -35475440.000000 Penalty: 14987.435547
	Iteration 34Q: 3 clusters Score -3.547544e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164334 members 
Mstep: Class 2 contains 41462 members 
Entering Unmasked Estep 
Score: -35475520.000000 Penalty: 14987.435547
	Iteration 35Q: 3 clusters Score -3.547552e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164895 members 
Mstep: Class 2 contains 40901 members 
Entering Unmasked Estep 
Score: -35475564.000000 Penalty: 14987.435547
	Iteration 36Q: 3 clusters Score -3.547556e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165416 members 
Mstep: Class 2 contains 40380 members 
Entering Unmasked Estep 
Score: -35475580.000000 Penalty: 14987.435547
	Iteration 37Q: 3 clusters Score -3.547558e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165878 members 
Mstep: Class 2 contains 39918 members 
Entering Unmasked Estep 
Score: -35475612.000000 Penalty: 14987.435547
	Iteration 38Q: 3 clusters Score -3.547561e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166288 members 
Mstep: Class 2 contains 39508 members 
Entering Unmasked Estep 
Score: -35475668.000000 Penalty: 14987.435547
	Iteration 39Q: 3 clusters Score -3.547567e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166661 members 
Mstep: Class 2 contains 39135 members 
Entering Unmasked Estep 
Score: -35475836.000000 Penalty: 14987.435547
	Iteration 40F: 3 clusters Score -3.547584e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167057 members 
Mstep: Class 2 contains 38739 members 
Entering Unmasked Estep 
Score: -35475848.000000 Penalty: 14987.435547
	Iteration 41Q: 3 clusters Score -3.547585e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167402 members 
Mstep: Class 2 contains 38394 members 
Entering Unmasked Estep 
Score: -35475920.000000 Penalty: 14987.435547
	Iteration 42Q: 3 clusters Score -3.547592e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167719 members 
Mstep: Class 2 contains 38077 members 
Entering Unmasked Estep 
Score: -35475936.000000 Penalty: 14987.435547
	Iteration 43Q: 3 clusters Score -3.547594e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168027 members 
Mstep: Class 2 contains 37769 members 
Entering Unmasked Estep 
Score: -35475980.000000 Penalty: 14987.435547
	Iteration 44Q: 3 clusters Score -3.547598e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168297 members 
Mstep: Class 2 contains 37499 members 
Entering Unmasked Estep 
Score: -35476044.000000 Penalty: 14987.435547
	Iteration 45Q: 3 clusters Score -3.547604e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168527 members 
Mstep: Class 2 contains 37269 members 
Entering Unmasked Estep 
Score: -35476000.000000 Penalty: 14987.435547
	Iteration 46Q: 3 clusters Score -3.5476e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168746 members 
Mstep: Class 2 contains 37050 members 
Entering Unmasked Estep 
Score: -35475984.000000 Penalty: 14987.435547
	Iteration 47Q: 3 clusters Score -3.547598e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168962 members 
Mstep: Class 2 contains 36834 members 
Entering Unmasked Estep 
Score: -35475976.000000 Penalty: 14987.435547
	Iteration 48Q: 3 clusters Score -3.547598e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169154 members 
Mstep: Class 2 contains 36642 members 
Entering Unmasked Estep 
Score: -35475988.000000 Penalty: 14987.435547
	Iteration 49Q: 3 clusters Score -3.547599e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169353 members 
Mstep: Class 2 contains 36443 members 
Entering Unmasked Estep 
Score: -35475984.000000 Penalty: 14987.435547
	Iteration 50Q: 3 clusters Score -3.547598e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169537 members 
Mstep: Class 2 contains 36259 members 
Entering Unmasked Estep 
Score: -35475984.000000 Penalty: 14987.435547
	Iteration 51Q: 3 clusters Score -3.547598e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169703 members 
Mstep: Class 2 contains 36093 members 
Entering Unmasked Estep 
Score: -35475992.000000 Penalty: 14987.435547
	Iteration 52Q: 3 clusters Score -3.547599e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169842 members 
Mstep: Class 2 contains 35954 members 
Entering Unmasked Estep 
Score: -35476048.000000 Penalty: 14987.435547
	Iteration 53Q: 3 clusters Score -3.547605e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169992 members 
Mstep: Class 2 contains 35804 members 
Entering Unmasked Estep 
Score: -35476052.000000 Penalty: 14987.435547
	Iteration 54Q: 3 clusters Score -3.547605e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170130 members 
Mstep: Class 2 contains 35666 members 
Entering Unmasked Estep 
Score: -35476080.000000 Penalty: 14987.435547
	Iteration 55Q: 3 clusters Score -3.547608e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170266 members 
Mstep: Class 2 contains 35530 members 
Entering Unmasked Estep 
Score: -35476124.000000 Penalty: 14987.435547
	Iteration 56Q: 3 clusters Score -3.547612e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170400 members 
Mstep: Class 2 contains 35396 members 
Entering Unmasked Estep 
Score: -35476116.000000 Penalty: 14987.435547
	Iteration 57Q: 3 clusters Score -3.547612e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170522 members 
Mstep: Class 2 contains 35274 members 
Entering Unmasked Estep 
Score: -35476156.000000 Penalty: 14987.435547
	Iteration 58Q: 3 clusters Score -3.547616e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170623 members 
Mstep: Class 2 contains 35173 members 
Entering Unmasked Estep 
Score: -35476148.000000 Penalty: 14987.435547
	Iteration 59Q: 3 clusters Score -3.547615e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170729 members 
Mstep: Class 2 contains 35067 members 
Entering Unmasked Estep 
Score: -35476136.000000 Penalty: 14987.435547
	Iteration 60F: 3 clusters Score -3.547614e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170847 members 
Mstep: Class 2 contains 34949 members 
Entering Unmasked Estep 
Score: -35476100.000000 Penalty: 14987.435547
	Iteration 61Q: 3 clusters Score -3.54761e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170960 members 
Mstep: Class 2 contains 34836 members 
Entering Unmasked Estep 
Score: -35476116.000000 Penalty: 14987.435547
	Iteration 62Q: 3 clusters Score -3.547612e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171054 members 
Mstep: Class 2 contains 34742 members 
Entering Unmasked Estep 
Score: -35476104.000000 Penalty: 14987.435547
	Iteration 63Q: 3 clusters Score -3.54761e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171144 members 
Mstep: Class 2 contains 34652 members 
Entering Unmasked Estep 
Score: -35476168.000000 Penalty: 14987.435547
	Iteration 64Q: 3 clusters Score -3.547617e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171230 members 
Mstep: Class 2 contains 34566 members 
Entering Unmasked Estep 
Score: -35476168.000000 Penalty: 14987.435547
	Iteration 65Q: 3 clusters Score -3.547617e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171301 members 
Mstep: Class 2 contains 34495 members 
Entering Unmasked Estep 
Score: -35476208.000000 Penalty: 14987.435547
	Iteration 66Q: 3 clusters Score -3.547621e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171371 members 
Mstep: Class 2 contains 34425 members 
Entering Unmasked Estep 
Score: -35476188.000000 Penalty: 14987.435547
	Iteration 67Q: 3 clusters Score -3.547619e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171424 members 
Mstep: Class 2 contains 34372 members 
Entering Unmasked Estep 
Score: -35476172.000000 Penalty: 14987.435547
	Iteration 68Q: 3 clusters Score -3.547617e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171469 members 
Mstep: Class 2 contains 34327 members 
Entering Unmasked Estep 
Score: -35476212.000000 Penalty: 14987.435547
	Iteration 69Q: 3 clusters Score -3.547621e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171515 members 
Mstep: Class 2 contains 34281 members 
Entering Unmasked Estep 
Score: -35476220.000000 Penalty: 14987.435547
	Iteration 70Q: 3 clusters Score -3.547622e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171554 members 
Mstep: Class 2 contains 34242 members 
Entering Unmasked Estep 
Score: -35476172.000000 Penalty: 14987.435547
	Iteration 71Q: 3 clusters Score -3.547617e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171598 members 
Mstep: Class 2 contains 34198 members 
Entering Unmasked Estep 
Score: -35476160.000000 Penalty: 14987.435547
	Iteration 72Q: 3 clusters Score -3.547616e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171635 members 
Mstep: Class 2 contains 34161 members 
Entering Unmasked Estep 
Score: -35476168.000000 Penalty: 14987.435547
	Iteration 73Q: 3 clusters Score -3.547617e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171662 members 
Mstep: Class 2 contains 34134 members 
Entering Unmasked Estep 
Score: -35476208.000000 Penalty: 14987.435547
	Iteration 74Q: 3 clusters Score -3.547621e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171682 members 
Mstep: Class 2 contains 34114 members 
Entering Unmasked Estep 
Score: -35476228.000000 Penalty: 14987.435547
	Iteration 75Q: 3 clusters Score -3.547623e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171696 members 
Mstep: Class 2 contains 34100 members 
Entering Unmasked Estep 
Score: -35476192.000000 Penalty: 14987.435547
	Iteration 76Q: 3 clusters Score -3.547619e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171716 members 
Mstep: Class 2 contains 34080 members 
Entering Unmasked Estep 
Score: -35476180.000000 Penalty: 14987.435547
	Iteration 77Q: 3 clusters Score -3.547618e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171731 members 
Mstep: Class 2 contains 34065 members 
Entering Unmasked Estep 
Score: -35476176.000000 Penalty: 14987.435547
	Iteration 78Q: 3 clusters Score -3.547618e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171742 members 
Mstep: Class 2 contains 34054 members 
Entering Unmasked Estep 
Score: -35476172.000000 Penalty: 14987.435547
	Iteration 79Q: 3 clusters Score -3.547617e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171745 members 
Mstep: Class 2 contains 34051 members 
Entering Unmasked Estep 
Score: -35476172.000000 Penalty: 14987.435547
	Iteration 80F: 3 clusters Score -3.547617e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171749 members 
Mstep: Class 2 contains 34047 members 
Entering Unmasked Estep 
Score: -35476184.000000 Penalty: 14987.435547
	Iteration 81Q: 3 clusters Score -3.547618e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171752 members 
Mstep: Class 2 contains 34044 members 
Entering Unmasked Estep 
Score: -35476192.000000 Penalty: 14987.435547
	Iteration 82Q: 3 clusters Score -3.547619e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171754 members 
Mstep: Class 2 contains 34042 members 
Entering Unmasked Estep 
Score: -35476196.000000 Penalty: 14987.435547
	Iteration 83Q: 3 clusters Score -3.54762e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171756 members 
Mstep: Class 2 contains 34040 members 
Entering Unmasked Estep 
Score: -35476200.000000 Penalty: 14987.435547
	Iteration 84Q: 3 clusters Score -3.54762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171760 members 
Mstep: Class 2 contains 34036 members 
Entering Unmasked Estep 
Score: -35476188.000000 Penalty: 14987.435547
	Iteration 85Q: 3 clusters Score -3.547619e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171767 members 
Mstep: Class 2 contains 34029 members 
Entering Unmasked Estep 
Score: -35476192.000000 Penalty: 14987.435547
	Iteration 86Q: 3 clusters Score -3.547619e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171772 members 
Mstep: Class 2 contains 34024 members 
Entering Unmasked Estep 
Score: -35476188.000000 Penalty: 14987.435547
	Iteration 87Q: 3 clusters Score -3.547619e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171779 members 
Mstep: Class 2 contains 34017 members 
Entering Unmasked Estep 
Score: -35476220.000000 Penalty: 14987.435547
	Iteration 88Q: 3 clusters Score -3.547622e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171786 members 
Mstep: Class 2 contains 34010 members 
Entering Unmasked Estep 
Score: -35476216.000000 Penalty: 14987.435547
	Iteration 89Q: 3 clusters Score -3.547622e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171797 members 
Mstep: Class 2 contains 33999 members 
Entering Unmasked Estep 
Score: -35476216.000000 Penalty: 14987.435547
	Iteration 90Q: 3 clusters Score -3.547622e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171806 members 
Mstep: Class 2 contains 33990 members 
Entering Unmasked Estep 
Score: -35476228.000000 Penalty: 14987.435547
	Iteration 91Q: 3 clusters Score -3.547623e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171812 members 
Mstep: Class 2 contains 33984 members 
Entering Unmasked Estep 
Score: -35476240.000000 Penalty: 14987.435547
	Iteration 92Q: 3 clusters Score -3.547624e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171821 members 
Mstep: Class 2 contains 33975 members 
Entering Unmasked Estep 
Score: -35476240.000000 Penalty: 14987.435547
	Iteration 93Q: 3 clusters Score -3.547624e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171830 members 
Mstep: Class 2 contains 33966 members 
Entering Unmasked Estep 
Score: -35476232.000000 Penalty: 14987.435547
	Iteration 94Q: 3 clusters Score -3.547623e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171839 members 
Mstep: Class 2 contains 33957 members 
Entering Unmasked Estep 
Score: -35476220.000000 Penalty: 14987.435547
	Iteration 95Q: 3 clusters Score -3.547622e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171850 members 
Mstep: Class 2 contains 33946 members 
Entering Unmasked Estep 
Score: -35476196.000000 Penalty: 14987.435547
	Iteration 96Q: 3 clusters Score -3.54762e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171857 members 
Mstep: Class 2 contains 33939 members 
Entering Unmasked Estep 
Score: -35476196.000000 Penalty: 14987.435547
	Iteration 97Q: 3 clusters Score -3.54762e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171859 members 
Mstep: Class 2 contains 33937 members 
Entering Unmasked Estep 
Score: -35476200.000000 Penalty: 14987.435547
	Iteration 98Q: 3 clusters Score -3.54762e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171861 members 
Mstep: Class 2 contains 33935 members 
Entering Unmasked Estep 
Score: -35476216.000000 Penalty: 14987.435547
	Iteration 99Q: 3 clusters Score -3.547622e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171864 members 
Mstep: Class 2 contains 33932 members 
Entering Unmasked Estep 
Score: -35476196.000000 Penalty: 14987.435547
	Iteration 100F: 3 clusters Score -3.54762e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171866 members 
Mstep: Class 2 contains 33930 members 
Entering Unmasked Estep 
Score: -35476212.000000 Penalty: 14987.435547
	Iteration 101Q: 3 clusters Score -3.547621e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171866 members 
Mstep: Class 2 contains 33930 members 
Entering Unmasked Estep 
Score: -35476212.000000 Penalty: 14987.435547
	Iteration 102F: 3 clusters Score -3.547621e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (92748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92748 members 
Entering Unmasked Estep 
Score: -15644231.000000 Penalty: 7005.555176
	Iteration 0F: 2 clusters Score -1.564423e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46393 members 
Mstep: Class 2 contains 46355 members 
Entering Unmasked Estep 
Score: -15581028.000000 Penalty: 14011.110352
	Iteration 0F: 3 clusters Score -1.558103e+07 nChanged 42281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46294 members 
Mstep: Class 2 contains 46454 members 
Entering Unmasked Estep 
Score: -15603918.000000 Penalty: 14011.110352
	Iteration 1F: 3 clusters Score -1.560392e+07 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46163 members 
Mstep: Class 2 contains 46585 members 
Entering Unmasked Estep 
Score: -15604894.000000 Penalty: 14011.110352
	Iteration 2Q: 3 clusters Score -1.560489e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46022 members 
Mstep: Class 2 contains 46726 members 
Entering Unmasked Estep 
Score: -15605657.000000 Penalty: 14011.110352
	Iteration 3Q: 3 clusters Score -1.560566e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45852 members 
Mstep: Class 2 contains 46896 members 
Entering Unmasked Estep 
Score: -15606453.000000 Penalty: 14011.110352
	Iteration 4Q: 3 clusters Score -1.560645e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45630 members 
Mstep: Class 2 contains 47118 members 
Entering Unmasked Estep 
Score: -15607162.000000 Penalty: 14011.110352
	Iteration 5Q: 3 clusters Score -1.560716e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45366 members 
Mstep: Class 2 contains 47382 members 
Entering Unmasked Estep 
Score: -15607719.000000 Penalty: 14011.110352
	Iteration 6Q: 3 clusters Score -1.560772e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44995 members 
Mstep: Class 2 contains 47753 members 
Entering Unmasked Estep 
Score: -15608331.000000 Penalty: 14011.110352
	Iteration 7Q: 3 clusters Score -1.560833e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44475 members 
Mstep: Class 2 contains 48273 members 
Entering Unmasked Estep 
Score: -15608803.000000 Penalty: 14011.110352
	Iteration 8Q: 3 clusters Score -1.56088e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43777 members 
Mstep: Class 2 contains 48971 members 
Entering Unmasked Estep 
Score: -15609389.000000 Penalty: 14011.110352
	Iteration 9Q: 3 clusters Score -1.560939e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42892 members 
Mstep: Class 2 contains 49856 members 
Entering Unmasked Estep 
Score: -15609990.000000 Penalty: 14011.110352
	Iteration 10Q: 3 clusters Score -1.560999e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41707 members 
Mstep: Class 2 contains 51041 members 
Entering Unmasked Estep 
Score: -15610733.000000 Penalty: 14011.110352
	Iteration 11Q: 3 clusters Score -1.561073e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40164 members 
Mstep: Class 2 contains 52584 members 
Entering Unmasked Estep 
Score: -15611553.000000 Penalty: 14011.110352
	Iteration 12Q: 3 clusters Score -1.561155e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38162 members 
Mstep: Class 2 contains 54586 members 
Entering Unmasked Estep 
Score: -15612492.000000 Penalty: 14011.110352
	Iteration 13Q: 3 clusters Score -1.561249e+07 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35604 members 
Mstep: Class 2 contains 57144 members 
Entering Unmasked Estep 
Score: -15613832.000000 Penalty: 14011.110352
	Iteration 14Q: 3 clusters Score -1.561383e+07 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32339 members 
Mstep: Class 2 contains 60409 members 
Entering Unmasked Estep 
Score: -15615657.000000 Penalty: 14011.110352
	Iteration 15Q: 3 clusters Score -1.561566e+07 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28148 members 
Mstep: Class 2 contains 64600 members 
Entering Unmasked Estep 
Score: -15618204.000000 Penalty: 14011.110352
	Iteration 16Q: 3 clusters Score -1.56182e+07 nChanged 5177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 69595 members 
Entering Unmasked Estep 
Score: -15621570.000000 Penalty: 14011.110352
	Iteration 17F: 3 clusters Score -1.562157e+07 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 74986 members 
Entering Unmasked Estep 
Score: -15625477.000000 Penalty: 14011.110352
	Iteration 18F: 3 clusters Score -1.562548e+07 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 80237 members 
Entering Unmasked Estep 
Score: -15629630.000000 Penalty: 14011.110352
	Iteration 19F: 3 clusters Score -1.562963e+07 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 84654 members 
Entering Unmasked Estep 
Score: -15633198.000000 Penalty: 14011.110352
	Iteration 20F: 3 clusters Score -1.56332e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 87721 members 
Entering Unmasked Estep 
Score: -15635637.000000 Penalty: 14011.110352
	Iteration 21Q: 3 clusters Score -1.563564e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 89532 members 
Entering Unmasked Estep 
Score: -15637072.000000 Penalty: 14011.110352
	Iteration 22Q: 3 clusters Score -1.563707e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 90495 members 
Entering Unmasked Estep 
Score: -15637788.000000 Penalty: 14011.110352
	Iteration 23Q: 3 clusters Score -1.563779e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 90948 members 
Entering Unmasked Estep 
Score: -15638073.000000 Penalty: 14011.110352
	Iteration 24Q: 3 clusters Score -1.563807e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 91185 members 
Entering Unmasked Estep 
Score: -15638251.000000 Penalty: 14011.110352
	Iteration 25Q: 3 clusters Score -1.563825e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 91338 members 
Entering Unmasked Estep 
Score: -15638362.000000 Penalty: 14011.110352
	Iteration 26Q: 3 clusters Score -1.563836e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 91433 members 
Entering Unmasked Estep 
Score: -15638432.000000 Penalty: 14011.110352
	Iteration 27Q: 3 clusters Score -1.563843e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 91495 members 
Entering Unmasked Estep 
Score: -15638462.000000 Penalty: 14011.110352
	Iteration 28Q: 3 clusters Score -1.563846e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 91541 members 
Entering Unmasked Estep 
Score: -15638506.000000 Penalty: 14011.110352
	Iteration 29Q: 3 clusters Score -1.563851e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 91586 members 
Entering Unmasked Estep 
Score: -15638522.000000 Penalty: 14011.110352
	Iteration 30Q: 3 clusters Score -1.563852e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 91595 members 
Entering Unmasked Estep 
Score: -15638540.000000 Penalty: 14011.110352
	Iteration 31Q: 3 clusters Score -1.563854e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 91606 members 
Entering Unmasked Estep 
Score: -15638541.000000 Penalty: 14011.110352
	Iteration 32Q: 3 clusters Score -1.563854e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 91611 members 
Entering Unmasked Estep 
Score: -15638557.000000 Penalty: 14011.110352
	Iteration 33Q: 3 clusters Score -1.563856e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 91617 members 
Entering Unmasked Estep 
Score: -15638565.000000 Penalty: 14011.110352
	Iteration 34Q: 3 clusters Score -1.563856e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 91624 members 
Entering Unmasked Estep 
Score: -15638578.000000 Penalty: 14011.110352
	Iteration 35Q: 3 clusters Score -1.563858e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 91624 members 
Entering Unmasked Estep 
Score: -15638572.000000 Penalty: 14011.110352
	Iteration 36Q: 3 clusters Score -1.563857e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 91627 members 
Entering Unmasked Estep 
Score: -15638577.000000 Penalty: 14011.110352
	Iteration 37Q: 3 clusters Score -1.563858e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 91631 members 
Entering Unmasked Estep 
Score: -15638566.000000 Penalty: 14011.110352
	Iteration 38Q: 3 clusters Score -1.563857e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 91632 members 
Entering Unmasked Estep 
Score: -15638575.000000 Penalty: 14011.110352
	Iteration 39Q: 3 clusters Score -1.563858e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 91632 members 
Entering Unmasked Estep 
Score: -15638575.000000 Penalty: 14011.110352
	Iteration 40F: 3 clusters Score -1.563858e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Entering Unmasked Estep 
Score: -363016.562500 Penalty: 4744.344238
	Iteration 0F: 2 clusters Score -363016.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -357754.093750 Penalty: 9488.688477
	Iteration 0F: 3 clusters Score -357754.1 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -358581.937500 Penalty: 9488.688477
	Iteration 1F: 3 clusters Score -358581.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -359005.218750 Penalty: 9488.688477
	Iteration 2F: 3 clusters Score -359005.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -359461.531250 Penalty: 9488.688477
	Iteration 3F: 3 clusters Score -359461.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -359987.531250 Penalty: 9488.688477
	Iteration 4F: 3 clusters Score -359987.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -360685.312500 Penalty: 9488.688477
	Iteration 5F: 3 clusters Score -360685.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -361703.250000 Penalty: 9488.688477
	Iteration 6F: 3 clusters Score -361703.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -363260.000000 Penalty: 9488.688477
	Iteration 7F: 3 clusters Score -363260 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -364621.968750 Penalty: 9488.688477
	Iteration 8F: 3 clusters Score -364622 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -364953.031250 Penalty: 9488.688477
	Iteration 9Q: 3 clusters Score -364953 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -365090.562500 Penalty: 9488.688477
	Iteration 10Q: 3 clusters Score -365090.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -365142.031250 Penalty: 9488.688477
	Iteration 11Q: 3 clusters Score -365142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -365143.906250 Penalty: 9488.688477
	Iteration 12Q: 3 clusters Score -365143.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -365143.968750 Penalty: 9488.688477
	Iteration 13F: 3 clusters Score -365144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -365182.062500 Penalty: 9488.688477
	Iteration 14Q: 3 clusters Score -365182.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -365182.062500 Penalty: 9488.688477
	Iteration 15F: 3 clusters Score -365182.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 37163 members 
Mstep: Class 3 contains 542995 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36022 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 248695 members 
Mstep: Class 8 contains 12504 members 
Mstep: Class 9 contains 45835 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33253 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8973 members 
Mstep: Class 14 contains 47108 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 21120 members 
Mstep: Class 17 contains 6240 members 
Mstep: Class 18 contains 205796 members 
Mstep: Class 19 contains 92748 members 
Mstep: Class 20 contains 768 members 
Mstep: Class 21 contains 2541 members 
Mstep: Class 22 contains 391 members 
Mstep: Class 23 contains 1544 members 
Entering Unmasked Estep 
Score: -233324464.000000 Penalty: 199104.828125
Splitting cluster 20 changes total score from -233326944.000000 to -233324464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (2541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Entering Unmasked Estep 
Score: -435391.343750 Penalty: 4802.191895
	Iteration 0F: 2 clusters Score -435391.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -429941.843750 Penalty: 9604.383789
	Iteration 0F: 3 clusters Score -429941.8 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -430575.156250 Penalty: 9604.383789
	Iteration 1F: 3 clusters Score -430575.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -430770.843750 Penalty: 9604.383789
	Iteration 2F: 3 clusters Score -430770.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -430862.437500 Penalty: 9604.383789
	Iteration 3Q: 3 clusters Score -430862.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -430903.593750 Penalty: 9604.383789
	Iteration 4Q: 3 clusters Score -430903.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -430938.250000 Penalty: 9604.383789
	Iteration 5Q: 3 clusters Score -430938.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -430959.218750 Penalty: 9604.383789
	Iteration 6Q: 3 clusters Score -430959.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -430974.937500 Penalty: 9604.383789
	Iteration 7Q: 3 clusters Score -430974.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -430984.031250 Penalty: 9604.383789
	Iteration 8Q: 3 clusters Score -430984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -430993.375000 Penalty: 9604.383789
	Iteration 9Q: 3 clusters Score -430993.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -431000.781250 Penalty: 9604.383789
	Iteration 10Q: 3 clusters Score -431000.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -431002.031250 Penalty: 9604.383789
	Iteration 11Q: 3 clusters Score -431002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -431002.031250 Penalty: 9604.383789
	Iteration 12F: 3 clusters Score -431002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Entering Unmasked Estep 
Score: -55187.828125 Penalty: 3655.833496
	Iteration 0F: 2 clusters Score -55187.83 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 183 members 
Entering Unmasked Estep 
Score: -52197.972656 Penalty: 7311.666992
	Iteration 0F: 3 clusters Score -52197.97 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -52320.335938 Penalty: 7311.666992
	Iteration 1F: 3 clusters Score -52320.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -52353.511719 Penalty: 7311.666992
	Iteration 2Q: 3 clusters Score -52353.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -52364.492188 Penalty: 7311.666992
	Iteration 3Q: 3 clusters Score -52364.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -52372.472656 Penalty: 7311.666992
	Iteration 4Q: 3 clusters Score -52372.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -52372.472656 Penalty: 7311.666992
	Iteration 5F: 3 clusters Score -52372.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 37163 members 
Mstep: Class 3 contains 542995 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36022 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 248695 members 
Mstep: Class 8 contains 12504 members 
Mstep: Class 9 contains 45835 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33253 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8973 members 
Mstep: Class 14 contains 47108 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 21120 members 
Mstep: Class 17 contains 6240 members 
Mstep: Class 18 contains 205796 members 
Mstep: Class 19 contains 92748 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2541 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326752.000000 Penalty: 190448.093750
Iteration 199Q: 23 clusters Score -2.333268e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 37164 members 
Mstep: Class 3 contains 543022 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36027 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 248654 members 
Mstep: Class 8 contains 12506 members 
Mstep: Class 9 contains 45840 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33255 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8973 members 
Mstep: Class 14 contains 47108 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 21120 members 
Mstep: Class 17 contains 6240 members 
Mstep: Class 18 contains 205797 members 
Mstep: Class 19 contains 92746 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2541 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326864.000000 Penalty: 190448.093750
Iteration 200F: 23 clusters Score -2.333269e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 37165 members 
Mstep: Class 3 contains 543054 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36035 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 248616 members 
Mstep: Class 8 contains 12508 members 
Mstep: Class 9 contains 45843 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33262 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8973 members 
Mstep: Class 14 contains 47107 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 21120 members 
Mstep: Class 17 contains 6240 members 
Mstep: Class 18 contains 205789 members 
Mstep: Class 19 contains 92739 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2541 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326880.000000 Penalty: 190448.093750
Iteration 201Q: 23 clusters Score -2.333269e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 37165 members 
Mstep: Class 3 contains 543064 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36037 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 248605 members 
Mstep: Class 8 contains 12510 members 
Mstep: Class 9 contains 45842 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33262 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8973 members 
Mstep: Class 14 contains 47108 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 21120 members 
Mstep: Class 17 contains 6240 members 
Mstep: Class 18 contains 205793 members 
Mstep: Class 19 contains 92732 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2541 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327056.000000 Penalty: 190448.093750
Iteration 202Q: 23 clusters Score -2.333271e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 37166 members 
Mstep: Class 3 contains 543090 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36037 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 248571 members 
Mstep: Class 8 contains 12511 members 
Mstep: Class 9 contains 45843 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33263 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8973 members 
Mstep: Class 14 contains 47107 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 21120 members 
Mstep: Class 17 contains 6240 members 
Mstep: Class 18 contains 205802 members 
Mstep: Class 19 contains 92728 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2541 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326656.000000 Penalty: 190448.093750
Iteration 203Q: 23 clusters Score -2.333267e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 37165 members 
Mstep: Class 3 contains 543118 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36037 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 248544 members 
Mstep: Class 8 contains 12512 members 
Mstep: Class 9 contains 45847 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33263 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8973 members 
Mstep: Class 14 contains 47109 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 21120 members 
Mstep: Class 17 contains 6240 members 
Mstep: Class 18 contains 205800 members 
Mstep: Class 19 contains 92725 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2541 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326768.000000 Penalty: 190448.093750
Iteration 204Q: 23 clusters Score -2.333268e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 37165 members 
Mstep: Class 3 contains 543131 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36039 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 248519 members 
Mstep: Class 8 contains 12512 members 
Mstep: Class 9 contains 45852 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33263 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8973 members 
Mstep: Class 14 contains 47110 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 21120 members 
Mstep: Class 17 contains 6240 members 
Mstep: Class 18 contains 205807 members 
Mstep: Class 19 contains 92723 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2541 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326640.000000 Penalty: 190448.093750
Iteration 205Q: 23 clusters Score -2.333266e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 37166 members 
Mstep: Class 3 contains 543152 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36039 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 248491 members 
Mstep: Class 8 contains 12512 members 
Mstep: Class 9 contains 45852 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33264 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8973 members 
Mstep: Class 14 contains 47110 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 21120 members 
Mstep: Class 17 contains 6240 members 
Mstep: Class 18 contains 205812 members 
Mstep: Class 19 contains 92724 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2541 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326672.000000 Penalty: 190448.093750
Iteration 206Q: 23 clusters Score -2.333267e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 37169 members 
Mstep: Class 3 contains 543169 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36042 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 248462 members 
Mstep: Class 8 contains 12512 members 
Mstep: Class 9 contains 45857 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33263 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8973 members 
Mstep: Class 14 contains 47112 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 21120 members 
Mstep: Class 17 contains 6240 members 
Mstep: Class 18 contains 205814 members 
Mstep: Class 19 contains 92722 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2541 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326752.000000 Penalty: 190448.093750
Iteration 207Q: 23 clusters Score -2.333268e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 37170 members 
Mstep: Class 3 contains 543171 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36039 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 248453 members 
Mstep: Class 8 contains 12512 members 
Mstep: Class 9 contains 45859 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33263 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8973 members 
Mstep: Class 14 contains 47113 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 21121 members 
Mstep: Class 17 contains 6240 members 
Mstep: Class 18 contains 205818 members 
Mstep: Class 19 contains 92722 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2541 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326880.000000 Penalty: 190448.093750
Iteration 208Q: 23 clusters Score -2.333269e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 37171 members 
Mstep: Class 3 contains 543177 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36040 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 248439 members 
Mstep: Class 8 contains 12511 members 
Mstep: Class 9 contains 45860 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33263 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8973 members 
Mstep: Class 14 contains 47113 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6240 members 
Mstep: Class 18 contains 205824 members 
Mstep: Class 19 contains 92720 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2541 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326608.000000 Penalty: 190448.093750
Iteration 209Q: 23 clusters Score -2.333266e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 37171 members 
Mstep: Class 3 contains 543190 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36042 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 248419 members 
Mstep: Class 8 contains 12511 members 
Mstep: Class 9 contains 45860 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33264 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8973 members 
Mstep: Class 14 contains 47113 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6240 members 
Mstep: Class 18 contains 205830 members 
Mstep: Class 19 contains 92718 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2541 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326752.000000 Penalty: 190448.093750
Iteration 210Q: 23 clusters Score -2.333268e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 37171 members 
Mstep: Class 3 contains 543208 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36048 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 248389 members 
Mstep: Class 8 contains 12511 members 
Mstep: Class 9 contains 45862 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33265 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8973 members 
Mstep: Class 14 contains 47113 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6240 members 
Mstep: Class 18 contains 205836 members 
Mstep: Class 19 contains 92715 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2541 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326784.000000 Penalty: 190448.093750
Iteration 211Q: 23 clusters Score -2.333268e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 37171 members 
Mstep: Class 3 contains 543218 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36054 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 248370 members 
Mstep: Class 8 contains 12511 members 
Mstep: Class 9 contains 45861 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33264 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8973 members 
Mstep: Class 14 contains 47114 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6240 members 
Mstep: Class 18 contains 205841 members 
Mstep: Class 19 contains 92714 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2541 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326672.000000 Penalty: 190448.093750
Iteration 212Q: 23 clusters Score -2.333267e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 37170 members 
Mstep: Class 3 contains 543225 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36062 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 248351 members 
Mstep: Class 8 contains 12512 members 
Mstep: Class 9 contains 45863 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33265 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8973 members 
Mstep: Class 14 contains 47116 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6240 members 
Mstep: Class 18 contains 205841 members 
Mstep: Class 19 contains 92713 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2541 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326736.000000 Penalty: 190448.093750
Iteration 213Q: 23 clusters Score -2.333267e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 37170 members 
Mstep: Class 3 contains 543231 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36069 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 248327 members 
Mstep: Class 8 contains 12513 members 
Mstep: Class 9 contains 45866 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33268 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8973 members 
Mstep: Class 14 contains 47117 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6240 members 
Mstep: Class 18 contains 205844 members 
Mstep: Class 19 contains 92713 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2541 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326928.000000 Penalty: 190448.093750
Iteration 214Q: 23 clusters Score -2.333269e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 37169 members 
Mstep: Class 3 contains 543246 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36070 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 248308 members 
Mstep: Class 8 contains 12514 members 
Mstep: Class 9 contains 45867 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33267 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8973 members 
Mstep: Class 14 contains 47118 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6240 members 
Mstep: Class 18 contains 205845 members 
Mstep: Class 19 contains 92714 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2541 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326864.000000 Penalty: 190448.093750
Iteration 215Q: 23 clusters Score -2.333269e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 37169 members 
Mstep: Class 3 contains 543268 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36076 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 248274 members 
Mstep: Class 8 contains 12515 members 
Mstep: Class 9 contains 45870 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33267 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8973 members 
Mstep: Class 14 contains 47118 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6240 members 
Mstep: Class 18 contains 205848 members 
Mstep: Class 19 contains 92713 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2541 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326944.000000 Penalty: 190448.093750
Iteration 216Q: 23 clusters Score -2.333269e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 37166 members 
Mstep: Class 3 contains 543296 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36076 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 248239 members 
Mstep: Class 8 contains 12515 members 
Mstep: Class 9 contains 45875 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33268 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8973 members 
Mstep: Class 14 contains 47116 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6240 members 
Mstep: Class 18 contains 205856 members 
Mstep: Class 19 contains 92712 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2540 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326960.000000 Penalty: 190448.093750
Iteration 217Q: 23 clusters Score -2.33327e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 37168 members 
Mstep: Class 3 contains 543323 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36079 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 248197 members 
Mstep: Class 8 contains 12512 members 
Mstep: Class 9 contains 45877 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33271 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8974 members 
Mstep: Class 14 contains 47116 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6240 members 
Mstep: Class 18 contains 205865 members 
Mstep: Class 19 contains 92711 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2540 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326944.000000 Penalty: 190448.093750
Iteration 218Q: 23 clusters Score -2.333269e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 37168 members 
Mstep: Class 3 contains 543343 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36083 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 248163 members 
Mstep: Class 8 contains 12514 members 
Mstep: Class 9 contains 45879 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33274 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8976 members 
Mstep: Class 14 contains 47117 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6240 members 
Mstep: Class 18 contains 205862 members 
Mstep: Class 19 contains 92713 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2540 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326992.000000 Penalty: 190448.093750
Iteration 219Q: 23 clusters Score -2.33327e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 37169 members 
Mstep: Class 3 contains 543372 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36086 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 248126 members 
Mstep: Class 8 contains 12514 members 
Mstep: Class 9 contains 45883 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33280 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8978 members 
Mstep: Class 14 contains 47118 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6240 members 
Mstep: Class 18 contains 205855 members 
Mstep: Class 19 contains 92711 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2540 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326976.000000 Penalty: 190448.093750
Iteration 220F: 23 clusters Score -2.33327e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 37169 members 
Mstep: Class 3 contains 543401 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36089 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 248084 members 
Mstep: Class 8 contains 12515 members 
Mstep: Class 9 contains 45881 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33283 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8980 members 
Mstep: Class 14 contains 47118 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6240 members 
Mstep: Class 18 contains 205863 members 
Mstep: Class 19 contains 92707 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2540 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326816.000000 Penalty: 190448.093750
Iteration 221Q: 23 clusters Score -2.333268e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 37169 members 
Mstep: Class 3 contains 543446 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36089 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 248027 members 
Mstep: Class 8 contains 12514 members 
Mstep: Class 9 contains 45881 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33290 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8980 members 
Mstep: Class 14 contains 47117 members 
Mstep: Class 15 contains 1927 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6240 members 
Mstep: Class 18 contains 205871 members 
Mstep: Class 19 contains 92704 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2540 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326896.000000 Penalty: 190448.093750
Iteration 222Q: 23 clusters Score -2.333269e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 37169 members 
Mstep: Class 3 contains 543462 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36089 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 248006 members 
Mstep: Class 8 contains 12515 members 
Mstep: Class 9 contains 45882 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33289 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8980 members 
Mstep: Class 14 contains 47118 members 
Mstep: Class 15 contains 1928 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6240 members 
Mstep: Class 18 contains 205873 members 
Mstep: Class 19 contains 92705 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2540 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326800.000000 Penalty: 190448.093750
Iteration 223Q: 23 clusters Score -2.333268e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 37171 members 
Mstep: Class 3 contains 543474 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36092 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 247974 members 
Mstep: Class 8 contains 12517 members 
Mstep: Class 9 contains 45883 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33293 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8980 members 
Mstep: Class 14 contains 47119 members 
Mstep: Class 15 contains 1928 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6240 members 
Mstep: Class 18 contains 205879 members 
Mstep: Class 19 contains 92705 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2540 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326720.000000 Penalty: 190448.093750
Iteration 224Q: 23 clusters Score -2.333267e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 37172 members 
Mstep: Class 3 contains 543493 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36094 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 247951 members 
Mstep: Class 8 contains 12516 members 
Mstep: Class 9 contains 45884 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33294 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8980 members 
Mstep: Class 14 contains 47119 members 
Mstep: Class 15 contains 1928 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6240 members 
Mstep: Class 18 contains 205877 members 
Mstep: Class 19 contains 92704 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2540 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326672.000000 Penalty: 190448.093750
Iteration 225Q: 23 clusters Score -2.333267e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 37173 members 
Mstep: Class 3 contains 543508 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36094 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 247929 members 
Mstep: Class 8 contains 12516 members 
Mstep: Class 9 contains 45886 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33294 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8980 members 
Mstep: Class 14 contains 47119 members 
Mstep: Class 15 contains 1928 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6240 members 
Mstep: Class 18 contains 205884 members 
Mstep: Class 19 contains 92700 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2540 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326496.000000 Penalty: 190448.093750
Iteration 226Q: 23 clusters Score -2.333265e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 37173 members 
Mstep: Class 3 contains 543522 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36093 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 247913 members 
Mstep: Class 8 contains 12516 members 
Mstep: Class 9 contains 45885 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33294 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8980 members 
Mstep: Class 14 contains 47118 members 
Mstep: Class 15 contains 1928 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6239 members 
Mstep: Class 18 contains 205890 members 
Mstep: Class 19 contains 92700 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2540 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326768.000000 Penalty: 190448.093750
Iteration 227Q: 23 clusters Score -2.333268e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 37174 members 
Mstep: Class 3 contains 543533 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36094 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 247895 members 
Mstep: Class 8 contains 12515 members 
Mstep: Class 9 contains 45885 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33296 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8980 members 
Mstep: Class 14 contains 47116 members 
Mstep: Class 15 contains 1928 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6238 members 
Mstep: Class 18 contains 205899 members 
Mstep: Class 19 contains 92699 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2540 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326784.000000 Penalty: 190448.093750
Iteration 228Q: 23 clusters Score -2.333268e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 37175 members 
Mstep: Class 3 contains 543540 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36093 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 247885 members 
Mstep: Class 8 contains 12516 members 
Mstep: Class 9 contains 45885 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33295 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8980 members 
Mstep: Class 14 contains 47116 members 
Mstep: Class 15 contains 1928 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6238 members 
Mstep: Class 18 contains 205901 members 
Mstep: Class 19 contains 92700 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2540 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326688.000000 Penalty: 190448.093750
Iteration 229Q: 23 clusters Score -2.333267e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 37175 members 
Mstep: Class 3 contains 543553 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36094 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 247875 members 
Mstep: Class 8 contains 12516 members 
Mstep: Class 9 contains 45886 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33297 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8980 members 
Mstep: Class 14 contains 47117 members 
Mstep: Class 15 contains 1928 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6238 members 
Mstep: Class 18 contains 205894 members 
Mstep: Class 19 contains 92699 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2540 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326768.000000 Penalty: 190448.093750
Iteration 230Q: 23 clusters Score -2.333268e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 37176 members 
Mstep: Class 3 contains 543568 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36094 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 247860 members 
Mstep: Class 8 contains 12514 members 
Mstep: Class 9 contains 45887 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33298 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8980 members 
Mstep: Class 14 contains 47116 members 
Mstep: Class 15 contains 1928 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6238 members 
Mstep: Class 18 contains 205898 members 
Mstep: Class 19 contains 92695 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2540 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326768.000000 Penalty: 190448.093750
Iteration 231Q: 23 clusters Score -2.333268e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 37176 members 
Mstep: Class 3 contains 543575 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36092 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 247853 members 
Mstep: Class 8 contains 12512 members 
Mstep: Class 9 contains 45885 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33299 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8980 members 
Mstep: Class 14 contains 47115 members 
Mstep: Class 15 contains 1928 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6238 members 
Mstep: Class 18 contains 205904 members 
Mstep: Class 19 contains 92695 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2540 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326816.000000 Penalty: 190448.093750
Iteration 232Q: 23 clusters Score -2.333268e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 37176 members 
Mstep: Class 3 contains 543579 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36091 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 247841 members 
Mstep: Class 8 contains 12515 members 
Mstep: Class 9 contains 45885 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33299 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8980 members 
Mstep: Class 14 contains 47115 members 
Mstep: Class 15 contains 1928 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6238 members 
Mstep: Class 18 contains 205910 members 
Mstep: Class 19 contains 92695 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2540 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326784.000000 Penalty: 190448.093750
Iteration 233Q: 23 clusters Score -2.333268e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 37177 members 
Mstep: Class 3 contains 543586 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36091 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 247824 members 
Mstep: Class 8 contains 12518 members 
Mstep: Class 9 contains 45885 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33298 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8980 members 
Mstep: Class 14 contains 47116 members 
Mstep: Class 15 contains 1928 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6238 members 
Mstep: Class 18 contains 205915 members 
Mstep: Class 19 contains 92695 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2540 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326816.000000 Penalty: 190448.093750
Iteration 234Q: 23 clusters Score -2.333268e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 37179 members 
Mstep: Class 3 contains 543591 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36092 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 247803 members 
Mstep: Class 8 contains 12520 members 
Mstep: Class 9 contains 45885 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33299 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8980 members 
Mstep: Class 14 contains 47115 members 
Mstep: Class 15 contains 1928 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6238 members 
Mstep: Class 18 contains 205924 members 
Mstep: Class 19 contains 92695 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2540 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326928.000000 Penalty: 190448.093750
Iteration 235Q: 23 clusters Score -2.333269e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 37180 members 
Mstep: Class 3 contains 543598 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36091 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 247788 members 
Mstep: Class 8 contains 12522 members 
Mstep: Class 9 contains 45886 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33300 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8980 members 
Mstep: Class 14 contains 47114 members 
Mstep: Class 15 contains 1928 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6238 members 
Mstep: Class 18 contains 205931 members 
Mstep: Class 19 contains 92694 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2540 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326944.000000 Penalty: 190448.093750
Iteration 236Q: 23 clusters Score -2.333269e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 37180 members 
Mstep: Class 3 contains 543605 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36095 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 247769 members 
Mstep: Class 8 contains 12522 members 
Mstep: Class 9 contains 45885 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33302 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8980 members 
Mstep: Class 14 contains 47116 members 
Mstep: Class 15 contains 1928 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6238 members 
Mstep: Class 18 contains 205936 members 
Mstep: Class 19 contains 92694 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2540 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326816.000000 Penalty: 190448.093750
Iteration 237Q: 23 clusters Score -2.333268e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 37182 members 
Mstep: Class 3 contains 543618 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36099 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 247745 members 
Mstep: Class 8 contains 12522 members 
Mstep: Class 9 contains 45885 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33303 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8980 members 
Mstep: Class 14 contains 47116 members 
Mstep: Class 15 contains 1928 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6238 members 
Mstep: Class 18 contains 205941 members 
Mstep: Class 19 contains 92693 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2540 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326912.000000 Penalty: 190448.093750
Iteration 238Q: 23 clusters Score -2.333269e+08 nChanged 47
Entering ConstructFrom: 
Score: -233326912.000000 Penalty: 190448.093750
Entering ConstructFrom: 
Trying to split cluster 1 (23429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Entering Unmasked Estep 
Score: -4087120.750000 Penalty: 6162.809082
	Iteration 0F: 2 clusters Score -4087121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -4068369.000000 Penalty: 12325.618164
	Iteration 0F: 3 clusters Score -4068369 nChanged 9624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -4073388.750000 Penalty: 12325.618164
	Iteration 1F: 3 clusters Score -4073389 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -4074020.500000 Penalty: 12325.618164
	Iteration 2F: 3 clusters Score -4074020 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -4074425.500000 Penalty: 12325.618164
	Iteration 3Q: 3 clusters Score -4074426 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -4074697.250000 Penalty: 12325.618164
	Iteration 4Q: 3 clusters Score -4074697 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -4074945.000000 Penalty: 12325.618164
	Iteration 5Q: 3 clusters Score -4074945 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -4075142.250000 Penalty: 12325.618164
	Iteration 6Q: 3 clusters Score -4075142 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -4075367.750000 Penalty: 12325.618164
	Iteration 7Q: 3 clusters Score -4075368 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -4075599.000000 Penalty: 12325.618164
	Iteration 8Q: 3 clusters Score -4075599 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -4075851.250000 Penalty: 12325.618164
	Iteration 9Q: 3 clusters Score -4075851 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -4076110.000000 Penalty: 12325.618164
	Iteration 10Q: 3 clusters Score -4076110 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -4076415.500000 Penalty: 12325.618164
	Iteration 11Q: 3 clusters Score -4076416 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -4076750.000000 Penalty: 12325.618164
	Iteration 12Q: 3 clusters Score -4076750 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -4077138.250000 Penalty: 12325.618164
	Iteration 13Q: 3 clusters Score -4077138 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -4077656.250000 Penalty: 12325.618164
	Iteration 14Q: 3 clusters Score -4077656 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -4078266.250000 Penalty: 12325.618164
	Iteration 15Q: 3 clusters Score -4078266 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -4078928.500000 Penalty: 12325.618164
	Iteration 16Q: 3 clusters Score -4078928 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -4079604.750000 Penalty: 12325.618164
	Iteration 17Q: 3 clusters Score -4079605 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -4080173.250000 Penalty: 12325.618164
	Iteration 18Q: 3 clusters Score -4080173 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -4080597.250000 Penalty: 12325.618164
	Iteration 19Q: 3 clusters Score -4080597 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -4080901.750000 Penalty: 12325.618164
	Iteration 20F: 3 clusters Score -4080902 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -4081117.500000 Penalty: 12325.618164
	Iteration 21Q: 3 clusters Score -4081118 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22399 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -4081275.250000 Penalty: 12325.618164
	Iteration 22Q: 3 clusters Score -4081275 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -4081422.000000 Penalty: 12325.618164
	Iteration 23Q: 3 clusters Score -4081422 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -4081510.000000 Penalty: 12325.618164
	Iteration 24Q: 3 clusters Score -4081510 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -4081560.500000 Penalty: 12325.618164
	Iteration 25Q: 3 clusters Score -4081560 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -4081616.250000 Penalty: 12325.618164
	Iteration 26Q: 3 clusters Score -4081616 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -4081657.750000 Penalty: 12325.618164
	Iteration 27Q: 3 clusters Score -4081658 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -4081691.000000 Penalty: 12325.618164
	Iteration 28Q: 3 clusters Score -4081691 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -4081708.500000 Penalty: 12325.618164
	Iteration 29Q: 3 clusters Score -4081708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -4081713.750000 Penalty: 12325.618164
	Iteration 30Q: 3 clusters Score -4081714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -4081722.000000 Penalty: 12325.618164
	Iteration 31Q: 3 clusters Score -4081722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -4081729.000000 Penalty: 12325.618164
	Iteration 32Q: 3 clusters Score -4081729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22752 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -4081737.000000 Penalty: 12325.618164
	Iteration 33Q: 3 clusters Score -4081737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22752 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -4081734.750000 Penalty: 12325.618164
	Iteration 34Q: 3 clusters Score -4081735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -4081732.750000 Penalty: 12325.618164
	Iteration 35Q: 3 clusters Score -4081733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -4081732.750000 Penalty: 12325.618164
	Iteration 36F: 3 clusters Score -4081733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (37185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37185 members 
Entering Unmasked Estep 
Score: -6274915.000000 Penalty: 6445.742188
	Iteration 0F: 2 clusters Score -6274915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -6247409.000000 Penalty: 12891.484375
	Iteration 0F: 3 clusters Score -6247409 nChanged 16122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -6255992.500000 Penalty: 12891.484375
	Iteration 1F: 3 clusters Score -6255992 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -6256628.000000 Penalty: 12891.484375
	Iteration 2F: 3 clusters Score -6256628 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -6257117.000000 Penalty: 12891.484375
	Iteration 3Q: 3 clusters Score -6257117 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -6257479.500000 Penalty: 12891.484375
	Iteration 4Q: 3 clusters Score -6257480 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -6257829.500000 Penalty: 12891.484375
	Iteration 5Q: 3 clusters Score -6257830 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -6258145.000000 Penalty: 12891.484375
	Iteration 6Q: 3 clusters Score -6258145 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -6258444.500000 Penalty: 12891.484375
	Iteration 7Q: 3 clusters Score -6258444 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -6258873.000000 Penalty: 12891.484375
	Iteration 8Q: 3 clusters Score -6258873 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -6259405.500000 Penalty: 12891.484375
	Iteration 9Q: 3 clusters Score -6259406 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -6260104.000000 Penalty: 12891.484375
	Iteration 10Q: 3 clusters Score -6260104 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -6261128.000000 Penalty: 12891.484375
	Iteration 11Q: 3 clusters Score -6261128 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27335 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -6262385.000000 Penalty: 12891.484375
	Iteration 12F: 3 clusters Score -6262385 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29088 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -6263757.500000 Penalty: 12891.484375
	Iteration 13F: 3 clusters Score -6263758 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30733 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -6265059.000000 Penalty: 12891.484375
	Iteration 14Q: 3 clusters Score -6265059 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32084 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -6266059.500000 Penalty: 12891.484375
	Iteration 15Q: 3 clusters Score -6266060 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33110 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -6266780.500000 Penalty: 12891.484375
	Iteration 16Q: 3 clusters Score -6266780 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33958 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -6267430.500000 Penalty: 12891.484375
	Iteration 17Q: 3 clusters Score -6267430 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34632 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -6267981.000000 Penalty: 12891.484375
	Iteration 18Q: 3 clusters Score -6267981 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35127 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -6268442.000000 Penalty: 12891.484375
	Iteration 19Q: 3 clusters Score -6268442 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35495 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -6268741.000000 Penalty: 12891.484375
	Iteration 20F: 3 clusters Score -6268741 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35728 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -6268951.500000 Penalty: 12891.484375
	Iteration 21Q: 3 clusters Score -6268952 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35882 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -6269088.000000 Penalty: 12891.484375
	Iteration 22Q: 3 clusters Score -6269088 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35969 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -6269173.000000 Penalty: 12891.484375
	Iteration 23Q: 3 clusters Score -6269173 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36046 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -6269247.500000 Penalty: 12891.484375
	Iteration 24Q: 3 clusters Score -6269248 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36099 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -6269302.000000 Penalty: 12891.484375
	Iteration 25Q: 3 clusters Score -6269302 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36143 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -6269343.500000 Penalty: 12891.484375
	Iteration 26Q: 3 clusters Score -6269344 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36174 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -6269365.500000 Penalty: 12891.484375
	Iteration 27Q: 3 clusters Score -6269366 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36203 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -6269382.000000 Penalty: 12891.484375
	Iteration 28Q: 3 clusters Score -6269382 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36224 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -6269401.500000 Penalty: 12891.484375
	Iteration 29Q: 3 clusters Score -6269402 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36239 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -6269416.500000 Penalty: 12891.484375
	Iteration 30Q: 3 clusters Score -6269416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36250 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -6269420.500000 Penalty: 12891.484375
	Iteration 31Q: 3 clusters Score -6269420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36255 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -6269424.000000 Penalty: 12891.484375
	Iteration 32Q: 3 clusters Score -6269424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36261 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -6269433.000000 Penalty: 12891.484375
	Iteration 33Q: 3 clusters Score -6269433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36264 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -6269441.000000 Penalty: 12891.484375
	Iteration 34Q: 3 clusters Score -6269441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36269 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -6269449.000000 Penalty: 12891.484375
	Iteration 35Q: 3 clusters Score -6269449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36271 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -6269449.000000 Penalty: 12891.484375
	Iteration 36Q: 3 clusters Score -6269449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36273 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -6269455.000000 Penalty: 12891.484375
	Iteration 37Q: 3 clusters Score -6269455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36275 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -6269455.500000 Penalty: 12891.484375
	Iteration 38Q: 3 clusters Score -6269456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36278 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -6269456.000000 Penalty: 12891.484375
	Iteration 39Q: 3 clusters Score -6269456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36285 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -6269467.500000 Penalty: 12891.484375
	Iteration 40F: 3 clusters Score -6269468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36290 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -6269470.500000 Penalty: 12891.484375
	Iteration 41Q: 3 clusters Score -6269470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36292 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -6269473.000000 Penalty: 12891.484375
	Iteration 42Q: 3 clusters Score -6269473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36294 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -6269476.000000 Penalty: 12891.484375
	Iteration 43Q: 3 clusters Score -6269476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36298 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -6269474.500000 Penalty: 12891.484375
	Iteration 44Q: 3 clusters Score -6269474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36300 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -6269480.500000 Penalty: 12891.484375
	Iteration 45Q: 3 clusters Score -6269480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36303 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -6269489.000000 Penalty: 12891.484375
	Iteration 46Q: 3 clusters Score -6269489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36303 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -6269480.500000 Penalty: 12891.484375
	Iteration 47Q: 3 clusters Score -6269480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36305 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -6269486.500000 Penalty: 12891.484375
	Iteration 48Q: 3 clusters Score -6269486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36307 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -6269477.000000 Penalty: 12891.484375
	Iteration 49Q: 3 clusters Score -6269477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36309 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -6269486.000000 Penalty: 12891.484375
	Iteration 50Q: 3 clusters Score -6269486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36311 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -6269492.000000 Penalty: 12891.484375
	Iteration 51Q: 3 clusters Score -6269492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36310 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -6269491.000000 Penalty: 12891.484375
	Iteration 52Q: 3 clusters Score -6269491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36310 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -6269491.000000 Penalty: 12891.484375
	Iteration 53F: 3 clusters Score -6269491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (543642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543642 members 
Entering Unmasked Estep 
Score: -93262592.000000 Penalty: 8088.703125
	Iteration 0F: 2 clusters Score -9.326259e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271785 members 
Mstep: Class 2 contains 271857 members 
Entering Unmasked Estep 
Score: -92936568.000000 Penalty: 16177.406250
	Iteration 0F: 3 clusters Score -9.293657e+07 nChanged 261959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271456 members 
Mstep: Class 2 contains 272186 members 
Entering Unmasked Estep 
Score: -93090896.000000 Penalty: 16177.406250
	Iteration 1F: 3 clusters Score -9.30909e+07 nChanged 11252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271060 members 
Mstep: Class 2 contains 272582 members 
Entering Unmasked Estep 
Score: -93092128.000000 Penalty: 16177.406250
	Iteration 2Q: 3 clusters Score -9.309213e+07 nChanged 11467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270145 members 
Mstep: Class 2 contains 273497 members 
Entering Unmasked Estep 
Score: -93093968.000000 Penalty: 16177.406250
	Iteration 3Q: 3 clusters Score -9.309397e+07 nChanged 11696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268575 members 
Mstep: Class 2 contains 275067 members 
Entering Unmasked Estep 
Score: -93095928.000000 Penalty: 16177.406250
	Iteration 4Q: 3 clusters Score -9.309593e+07 nChanged 12340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266269 members 
Mstep: Class 2 contains 277373 members 
Entering Unmasked Estep 
Score: -93098136.000000 Penalty: 16177.406250
	Iteration 5Q: 3 clusters Score -9.309814e+07 nChanged 13550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262921 members 
Mstep: Class 2 contains 280721 members 
Entering Unmasked Estep 
Score: -93100456.000000 Penalty: 16177.406250
	Iteration 6Q: 3 clusters Score -9.310046e+07 nChanged 15788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257735 members 
Mstep: Class 2 contains 285907 members 
Entering Unmasked Estep 
Score: -93104472.000000 Penalty: 16177.406250
	Iteration 7Q: 3 clusters Score -9.310447e+07 nChanged 18647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250162 members 
Mstep: Class 2 contains 293480 members 
Entering Unmasked Estep 
Score: -93110032.000000 Penalty: 16177.406250
	Iteration 8Q: 3 clusters Score -9.311003e+07 nChanged 22422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239564 members 
Mstep: Class 2 contains 304078 members 
Entering Unmasked Estep 
Score: -93119360.000000 Penalty: 16177.406250
	Iteration 9Q: 3 clusters Score -9.311936e+07 nChanged 27041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225449 members 
Mstep: Class 2 contains 318193 members 
Entering Unmasked Estep 
Score: -93132424.000000 Penalty: 16177.406250
	Iteration 10Q: 3 clusters Score -9.313242e+07 nChanged 31433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208134 members 
Mstep: Class 2 contains 335508 members 
Entering Unmasked Estep 
Score: -93151288.000000 Penalty: 16177.406250
	Iteration 11F: 3 clusters Score -9.315129e+07 nChanged 33774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189260 members 
Mstep: Class 2 contains 354382 members 
Entering Unmasked Estep 
Score: -93174208.000000 Penalty: 16177.406250
	Iteration 12F: 3 clusters Score -9.317421e+07 nChanged 32055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172433 members 
Mstep: Class 2 contains 371209 members 
Entering Unmasked Estep 
Score: -93198320.000000 Penalty: 16177.406250
	Iteration 13F: 3 clusters Score -9.319832e+07 nChanged 26438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159761 members 
Mstep: Class 2 contains 383881 members 
Entering Unmasked Estep 
Score: -93214608.000000 Penalty: 16177.406250
	Iteration 14Q: 3 clusters Score -9.321461e+07 nChanged 18467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149522 members 
Mstep: Class 2 contains 394120 members 
Entering Unmasked Estep 
Score: -93224416.000000 Penalty: 16177.406250
	Iteration 15Q: 3 clusters Score -9.322442e+07 nChanged 12505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139573 members 
Mstep: Class 2 contains 404069 members 
Entering Unmasked Estep 
Score: -93229792.000000 Penalty: 16177.406250
	Iteration 16Q: 3 clusters Score -9.322979e+07 nChanged 10294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129855 members 
Mstep: Class 2 contains 413787 members 
Entering Unmasked Estep 
Score: -93234184.000000 Penalty: 16177.406250
	Iteration 17Q: 3 clusters Score -9.323418e+07 nChanged 10355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119720 members 
Mstep: Class 2 contains 423922 members 
Entering Unmasked Estep 
Score: -93239208.000000 Penalty: 16177.406250
	Iteration 18Q: 3 clusters Score -9.323921e+07 nChanged 10668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109276 members 
Mstep: Class 2 contains 434366 members 
Entering Unmasked Estep 
Score: -93242832.000000 Penalty: 16177.406250
	Iteration 19Q: 3 clusters Score -9.324283e+07 nChanged 10714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98798 members 
Mstep: Class 2 contains 444844 members 
Entering Unmasked Estep 
Score: -93246864.000000 Penalty: 16177.406250
	Iteration 20F: 3 clusters Score -9.324686e+07 nChanged 10743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88239 members 
Mstep: Class 2 contains 455403 members 
Entering Unmasked Estep 
Score: -93250528.000000 Penalty: 16177.406250
	Iteration 21Q: 3 clusters Score -9.325053e+07 nChanged 10616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77755 members 
Mstep: Class 2 contains 465887 members 
Entering Unmasked Estep 
Score: -93253120.000000 Penalty: 16177.406250
	Iteration 22Q: 3 clusters Score -9.325312e+07 nChanged 9891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67962 members 
Mstep: Class 2 contains 475680 members 
Entering Unmasked Estep 
Score: -93253712.000000 Penalty: 16177.406250
	Iteration 23Q: 3 clusters Score -9.325371e+07 nChanged 8950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59120 members 
Mstep: Class 2 contains 484522 members 
Entering Unmasked Estep 
Score: -93254368.000000 Penalty: 16177.406250
	Iteration 24Q: 3 clusters Score -9.325437e+07 nChanged 7913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51295 members 
Mstep: Class 2 contains 492347 members 
Entering Unmasked Estep 
Score: -93254544.000000 Penalty: 16177.406250
	Iteration 25Q: 3 clusters Score -9.325454e+07 nChanged 6901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44440 members 
Mstep: Class 2 contains 499202 members 
Entering Unmasked Estep 
Score: -93255112.000000 Penalty: 16177.406250
	Iteration 26Q: 3 clusters Score -9.325511e+07 nChanged 5956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38518 members 
Mstep: Class 2 contains 505124 members 
Entering Unmasked Estep 
Score: -93254960.000000 Penalty: 16177.406250
	Iteration 27Q: 3 clusters Score -9.325496e+07 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33436 members 
Mstep: Class 2 contains 510206 members 
Entering Unmasked Estep 
Score: -93254472.000000 Penalty: 16177.406250
	Iteration 28Q: 3 clusters Score -9.325447e+07 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28929 members 
Mstep: Class 2 contains 514713 members 
Entering Unmasked Estep 
Score: -93254776.000000 Penalty: 16177.406250
	Iteration 29Q: 3 clusters Score -9.325478e+07 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 518656 members 
Entering Unmasked Estep 
Score: -93255480.000000 Penalty: 16177.406250
	Iteration 30Q: 3 clusters Score -9.325548e+07 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 521903 members 
Entering Unmasked Estep 
Score: -93255816.000000 Penalty: 16177.406250
	Iteration 31Q: 3 clusters Score -9.325582e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 524701 members 
Entering Unmasked Estep 
Score: -93256128.000000 Penalty: 16177.406250
	Iteration 32Q: 3 clusters Score -9.325613e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 527012 members 
Entering Unmasked Estep 
Score: -93256328.000000 Penalty: 16177.406250
	Iteration 33Q: 3 clusters Score -9.325633e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 529058 members 
Entering Unmasked Estep 
Score: -93256400.000000 Penalty: 16177.406250
	Iteration 34Q: 3 clusters Score -9.32564e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 530887 members 
Entering Unmasked Estep 
Score: -93256312.000000 Penalty: 16177.406250
	Iteration 35Q: 3 clusters Score -9.325631e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 532513 members 
Entering Unmasked Estep 
Score: -93256152.000000 Penalty: 16177.406250
	Iteration 36Q: 3 clusters Score -9.325615e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 533960 members 
Entering Unmasked Estep 
Score: -93256144.000000 Penalty: 16177.406250
	Iteration 37Q: 3 clusters Score -9.325614e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 535226 members 
Entering Unmasked Estep 
Score: -93255856.000000 Penalty: 16177.406250
	Iteration 38Q: 3 clusters Score -9.325586e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 536307 members 
Entering Unmasked Estep 
Score: -93256192.000000 Penalty: 16177.406250
	Iteration 39Q: 3 clusters Score -9.325619e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 537242 members 
Entering Unmasked Estep 
Score: -93256304.000000 Penalty: 16177.406250
	Iteration 40F: 3 clusters Score -9.32563e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 538021 members 
Entering Unmasked Estep 
Score: -93256000.000000 Penalty: 16177.406250
	Iteration 41Q: 3 clusters Score -9.3256e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 538665 members 
Entering Unmasked Estep 
Score: -93255968.000000 Penalty: 16177.406250
	Iteration 42Q: 3 clusters Score -9.325597e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 539258 members 
Entering Unmasked Estep 
Score: -93256072.000000 Penalty: 16177.406250
	Iteration 43Q: 3 clusters Score -9.325607e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 539773 members 
Entering Unmasked Estep 
Score: -93256008.000000 Penalty: 16177.406250
	Iteration 44Q: 3 clusters Score -9.325601e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 540193 members 
Entering Unmasked Estep 
Score: -93256016.000000 Penalty: 16177.406250
	Iteration 45Q: 3 clusters Score -9.325602e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 540552 members 
Entering Unmasked Estep 
Score: -93256096.000000 Penalty: 16177.406250
	Iteration 46Q: 3 clusters Score -9.32561e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 540852 members 
Entering Unmasked Estep 
Score: -93256088.000000 Penalty: 16177.406250
	Iteration 47Q: 3 clusters Score -9.325609e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 541103 members 
Entering Unmasked Estep 
Score: -93256104.000000 Penalty: 16177.406250
	Iteration 48Q: 3 clusters Score -9.32561e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 541312 members 
Entering Unmasked Estep 
Score: -93256304.000000 Penalty: 16177.406250
	Iteration 49Q: 3 clusters Score -9.32563e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 541462 members 
Entering Unmasked Estep 
Score: -93256208.000000 Penalty: 16177.406250
	Iteration 50Q: 3 clusters Score -9.325621e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 541590 members 
Entering Unmasked Estep 
Score: -93256152.000000 Penalty: 16177.406250
	Iteration 51Q: 3 clusters Score -9.325615e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 541699 members 
Entering Unmasked Estep 
Score: -93256104.000000 Penalty: 16177.406250
	Iteration 52Q: 3 clusters Score -9.32561e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 541790 members 
Entering Unmasked Estep 
Score: -93256112.000000 Penalty: 16177.406250
	Iteration 53Q: 3 clusters Score -9.325611e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 541870 members 
Entering Unmasked Estep 
Score: -93256160.000000 Penalty: 16177.406250
	Iteration 54Q: 3 clusters Score -9.325616e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 541942 members 
Entering Unmasked Estep 
Score: -93256168.000000 Penalty: 16177.406250
	Iteration 55Q: 3 clusters Score -9.325617e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 541996 members 
Entering Unmasked Estep 
Score: -93256152.000000 Penalty: 16177.406250
	Iteration 56Q: 3 clusters Score -9.325615e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 542038 members 
Entering Unmasked Estep 
Score: -93256152.000000 Penalty: 16177.406250
	Iteration 57Q: 3 clusters Score -9.325615e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 542080 members 
Entering Unmasked Estep 
Score: -93256096.000000 Penalty: 16177.406250
	Iteration 58Q: 3 clusters Score -9.32561e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 542109 members 
Entering Unmasked Estep 
Score: -93256200.000000 Penalty: 16177.406250
	Iteration 59Q: 3 clusters Score -9.32562e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 542130 members 
Entering Unmasked Estep 
Score: -93256120.000000 Penalty: 16177.406250
	Iteration 60F: 3 clusters Score -9.325612e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 542151 members 
Entering Unmasked Estep 
Score: -93256088.000000 Penalty: 16177.406250
	Iteration 61Q: 3 clusters Score -9.325609e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 542164 members 
Entering Unmasked Estep 
Score: -93256120.000000 Penalty: 16177.406250
	Iteration 62Q: 3 clusters Score -9.325612e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 542178 members 
Entering Unmasked Estep 
Score: -93256136.000000 Penalty: 16177.406250
	Iteration 63Q: 3 clusters Score -9.325614e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 542188 members 
Entering Unmasked Estep 
Score: -93256136.000000 Penalty: 16177.406250
	Iteration 64Q: 3 clusters Score -9.325614e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 542196 members 
Entering Unmasked Estep 
Score: -93256144.000000 Penalty: 16177.406250
	Iteration 65Q: 3 clusters Score -9.325614e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 542204 members 
Entering Unmasked Estep 
Score: -93256168.000000 Penalty: 16177.406250
	Iteration 66Q: 3 clusters Score -9.325617e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 542218 members 
Entering Unmasked Estep 
Score: -93256096.000000 Penalty: 16177.406250
	Iteration 67Q: 3 clusters Score -9.32561e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 542227 members 
Entering Unmasked Estep 
Score: -93256144.000000 Penalty: 16177.406250
	Iteration 68Q: 3 clusters Score -9.325614e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 542233 members 
Entering Unmasked Estep 
Score: -93256112.000000 Penalty: 16177.406250
	Iteration 69Q: 3 clusters Score -9.325611e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 542235 members 
Entering Unmasked Estep 
Score: -93256128.000000 Penalty: 16177.406250
	Iteration 70Q: 3 clusters Score -9.325613e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 542241 members 
Entering Unmasked Estep 
Score: -93256096.000000 Penalty: 16177.406250
	Iteration 71Q: 3 clusters Score -9.32561e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 542245 members 
Entering Unmasked Estep 
Score: -93256072.000000 Penalty: 16177.406250
	Iteration 72Q: 3 clusters Score -9.325607e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 542246 members 
Entering Unmasked Estep 
Score: -93256088.000000 Penalty: 16177.406250
	Iteration 73Q: 3 clusters Score -9.325609e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 542248 members 
Entering Unmasked Estep 
Score: -93256072.000000 Penalty: 16177.406250
	Iteration 74Q: 3 clusters Score -9.325607e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 542251 members 
Entering Unmasked Estep 
Score: -93256072.000000 Penalty: 16177.406250
	Iteration 75Q: 3 clusters Score -9.325607e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 542251 members 
Entering Unmasked Estep 
Score: -93256104.000000 Penalty: 16177.406250
	Iteration 76Q: 3 clusters Score -9.32561e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 542251 members 
Entering Unmasked Estep 
Score: -93256104.000000 Penalty: 16177.406250
	Iteration 77F: 3 clusters Score -9.32561e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Entering Unmasked Estep 
Score: -256687.062500 Penalty: 4520.024414
	Iteration 0F: 2 clusters Score -256687.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -251967.453125 Penalty: 9040.048828
	Iteration 0F: 3 clusters Score -251967.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -252483.718750 Penalty: 9040.048828
	Iteration 1F: 3 clusters Score -252483.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -252647.203125 Penalty: 9040.048828
	Iteration 2F: 3 clusters Score -252647.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -252746.281250 Penalty: 9040.048828
	Iteration 3Q: 3 clusters Score -252746.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -252792.500000 Penalty: 9040.048828
	Iteration 4Q: 3 clusters Score -252792.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -252821.187500 Penalty: 9040.048828
	Iteration 5Q: 3 clusters Score -252821.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -252839.000000 Penalty: 9040.048828
	Iteration 6Q: 3 clusters Score -252839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -252848.468750 Penalty: 9040.048828
	Iteration 7Q: 3 clusters Score -252848.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -252859.796875 Penalty: 9040.048828
	Iteration 8Q: 3 clusters Score -252859.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -252867.312500 Penalty: 9040.048828
	Iteration 9Q: 3 clusters Score -252867.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -252867.312500 Penalty: 9040.048828
	Iteration 10F: 3 clusters Score -252867.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (36100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36100 members 
Entering Unmasked Estep 
Score: -6314124.000000 Penalty: 6427.604492
	Iteration 0F: 2 clusters Score -6314124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -6287352.500000 Penalty: 12855.208984
	Iteration 0F: 3 clusters Score -6287352 nChanged 15430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -6295608.000000 Penalty: 12855.208984
	Iteration 1F: 3 clusters Score -6295608 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -6296339.000000 Penalty: 12855.208984
	Iteration 2F: 3 clusters Score -6296339 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -6296905.000000 Penalty: 12855.208984
	Iteration 3Q: 3 clusters Score -6296905 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -6297432.000000 Penalty: 12855.208984
	Iteration 4Q: 3 clusters Score -6297432 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -6297933.000000 Penalty: 12855.208984
	Iteration 5Q: 3 clusters Score -6297933 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -6298418.000000 Penalty: 12855.208984
	Iteration 6Q: 3 clusters Score -6298418 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -6298956.000000 Penalty: 12855.208984
	Iteration 7Q: 3 clusters Score -6298956 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -6299573.000000 Penalty: 12855.208984
	Iteration 8Q: 3 clusters Score -6299573 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -6300404.000000 Penalty: 12855.208984
	Iteration 9Q: 3 clusters Score -6300404 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -6301365.000000 Penalty: 12855.208984
	Iteration 10Q: 3 clusters Score -6301365 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 25492 members 
Entering Unmasked Estep 
Score: -6302384.000000 Penalty: 12855.208984
	Iteration 11Q: 3 clusters Score -6302384 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 26746 members 
Entering Unmasked Estep 
Score: -6303497.000000 Penalty: 12855.208984
	Iteration 12Q: 3 clusters Score -6303497 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 27948 members 
Entering Unmasked Estep 
Score: -6304632.500000 Penalty: 12855.208984
	Iteration 13Q: 3 clusters Score -6304632 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 28991 members 
Entering Unmasked Estep 
Score: -6305685.500000 Penalty: 12855.208984
	Iteration 14Q: 3 clusters Score -6305686 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 29845 members 
Entering Unmasked Estep 
Score: -6306417.000000 Penalty: 12855.208984
	Iteration 15Q: 3 clusters Score -6306417 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 30486 members 
Entering Unmasked Estep 
Score: -6306872.500000 Penalty: 12855.208984
	Iteration 16Q: 3 clusters Score -6306872 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 30988 members 
Entering Unmasked Estep 
Score: -6307197.000000 Penalty: 12855.208984
	Iteration 17Q: 3 clusters Score -6307197 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 31408 members 
Entering Unmasked Estep 
Score: -6307435.500000 Penalty: 12855.208984
	Iteration 18Q: 3 clusters Score -6307436 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 31717 members 
Entering Unmasked Estep 
Score: -6307589.000000 Penalty: 12855.208984
	Iteration 19Q: 3 clusters Score -6307589 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 31990 members 
Entering Unmasked Estep 
Score: -6307726.500000 Penalty: 12855.208984
	Iteration 20F: 3 clusters Score -6307726 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 32188 members 
Entering Unmasked Estep 
Score: -6307816.500000 Penalty: 12855.208984
	Iteration 21Q: 3 clusters Score -6307816 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 32362 members 
Entering Unmasked Estep 
Score: -6307873.000000 Penalty: 12855.208984
	Iteration 22Q: 3 clusters Score -6307873 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 32523 members 
Entering Unmasked Estep 
Score: -6307936.000000 Penalty: 12855.208984
	Iteration 23Q: 3 clusters Score -6307936 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 32652 members 
Entering Unmasked Estep 
Score: -6307997.500000 Penalty: 12855.208984
	Iteration 24Q: 3 clusters Score -6307998 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 32769 members 
Entering Unmasked Estep 
Score: -6308041.000000 Penalty: 12855.208984
	Iteration 25Q: 3 clusters Score -6308041 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 32860 members 
Entering Unmasked Estep 
Score: -6308093.000000 Penalty: 12855.208984
	Iteration 26Q: 3 clusters Score -6308093 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 32936 members 
Entering Unmasked Estep 
Score: -6308131.500000 Penalty: 12855.208984
	Iteration 27Q: 3 clusters Score -6308132 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 32993 members 
Entering Unmasked Estep 
Score: -6308145.500000 Penalty: 12855.208984
	Iteration 28Q: 3 clusters Score -6308146 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 33049 members 
Entering Unmasked Estep 
Score: -6308168.000000 Penalty: 12855.208984
	Iteration 29Q: 3 clusters Score -6308168 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 33099 members 
Entering Unmasked Estep 
Score: -6308177.500000 Penalty: 12855.208984
	Iteration 30Q: 3 clusters Score -6308178 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 33143 members 
Entering Unmasked Estep 
Score: -6308188.500000 Penalty: 12855.208984
	Iteration 31Q: 3 clusters Score -6308188 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 33187 members 
Entering Unmasked Estep 
Score: -6308211.500000 Penalty: 12855.208984
	Iteration 32Q: 3 clusters Score -6308212 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 33233 members 
Entering Unmasked Estep 
Score: -6308237.500000 Penalty: 12855.208984
	Iteration 33Q: 3 clusters Score -6308238 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 33271 members 
Entering Unmasked Estep 
Score: -6308240.500000 Penalty: 12855.208984
	Iteration 34Q: 3 clusters Score -6308240 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 33304 members 
Entering Unmasked Estep 
Score: -6308267.000000 Penalty: 12855.208984
	Iteration 35Q: 3 clusters Score -6308267 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 33329 members 
Entering Unmasked Estep 
Score: -6308280.500000 Penalty: 12855.208984
	Iteration 36Q: 3 clusters Score -6308280 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 33362 members 
Entering Unmasked Estep 
Score: -6308288.000000 Penalty: 12855.208984
	Iteration 37Q: 3 clusters Score -6308288 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 33390 members 
Entering Unmasked Estep 
Score: -6308314.500000 Penalty: 12855.208984
	Iteration 38Q: 3 clusters Score -6308314 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 33407 members 
Entering Unmasked Estep 
Score: -6308314.000000 Penalty: 12855.208984
	Iteration 39Q: 3 clusters Score -6308314 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 33428 members 
Entering Unmasked Estep 
Score: -6308324.500000 Penalty: 12855.208984
	Iteration 40F: 3 clusters Score -6308324 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 33442 members 
Entering Unmasked Estep 
Score: -6308343.500000 Penalty: 12855.208984
	Iteration 41Q: 3 clusters Score -6308344 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 33457 members 
Entering Unmasked Estep 
Score: -6308339.000000 Penalty: 12855.208984
	Iteration 42Q: 3 clusters Score -6308339 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 33474 members 
Entering Unmasked Estep 
Score: -6308338.500000 Penalty: 12855.208984
	Iteration 43Q: 3 clusters Score -6308338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 33491 members 
Entering Unmasked Estep 
Score: -6308348.000000 Penalty: 12855.208984
	Iteration 44Q: 3 clusters Score -6308348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 33502 members 
Entering Unmasked Estep 
Score: -6308342.000000 Penalty: 12855.208984
	Iteration 45Q: 3 clusters Score -6308342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 33512 members 
Entering Unmasked Estep 
Score: -6308342.000000 Penalty: 12855.208984
	Iteration 46Q: 3 clusters Score -6308342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 33521 members 
Entering Unmasked Estep 
Score: -6308351.500000 Penalty: 12855.208984
	Iteration 47Q: 3 clusters Score -6308352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 33533 members 
Entering Unmasked Estep 
Score: -6308352.500000 Penalty: 12855.208984
	Iteration 48Q: 3 clusters Score -6308352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 33546 members 
Entering Unmasked Estep 
Score: -6308353.000000 Penalty: 12855.208984
	Iteration 49Q: 3 clusters Score -6308353 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 33562 members 
Entering Unmasked Estep 
Score: -6308366.500000 Penalty: 12855.208984
	Iteration 50Q: 3 clusters Score -6308366 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 33583 members 
Entering Unmasked Estep 
Score: -6308375.500000 Penalty: 12855.208984
	Iteration 51Q: 3 clusters Score -6308376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 33595 members 
Entering Unmasked Estep 
Score: -6308384.000000 Penalty: 12855.208984
	Iteration 52Q: 3 clusters Score -6308384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 33606 members 
Entering Unmasked Estep 
Score: -6308385.000000 Penalty: 12855.208984
	Iteration 53Q: 3 clusters Score -6308385 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 33621 members 
Entering Unmasked Estep 
Score: -6308403.000000 Penalty: 12855.208984
	Iteration 54Q: 3 clusters Score -6308403 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 33635 members 
Entering Unmasked Estep 
Score: -6308398.000000 Penalty: 12855.208984
	Iteration 55Q: 3 clusters Score -6308398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 33646 members 
Entering Unmasked Estep 
Score: -6308396.500000 Penalty: 12855.208984
	Iteration 56Q: 3 clusters Score -6308396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 33651 members 
Entering Unmasked Estep 
Score: -6308399.500000 Penalty: 12855.208984
	Iteration 57Q: 3 clusters Score -6308400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 33654 members 
Entering Unmasked Estep 
Score: -6308395.500000 Penalty: 12855.208984
	Iteration 58Q: 3 clusters Score -6308396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 33657 members 
Entering Unmasked Estep 
Score: -6308400.000000 Penalty: 12855.208984
	Iteration 59Q: 3 clusters Score -6308400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 33660 members 
Entering Unmasked Estep 
Score: -6308392.500000 Penalty: 12855.208984
	Iteration 60F: 3 clusters Score -6308392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 33663 members 
Entering Unmasked Estep 
Score: -6308396.500000 Penalty: 12855.208984
	Iteration 61Q: 3 clusters Score -6308396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 33666 members 
Entering Unmasked Estep 
Score: -6308402.000000 Penalty: 12855.208984
	Iteration 62Q: 3 clusters Score -6308402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 33670 members 
Entering Unmasked Estep 
Score: -6308395.500000 Penalty: 12855.208984
	Iteration 63Q: 3 clusters Score -6308396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 33672 members 
Entering Unmasked Estep 
Score: -6308399.000000 Penalty: 12855.208984
	Iteration 64Q: 3 clusters Score -6308399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 33672 members 
Entering Unmasked Estep 
Score: -6308414.000000 Penalty: 12855.208984
	Iteration 65Q: 3 clusters Score -6308414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 33672 members 
Entering Unmasked Estep 
Score: -6308414.000000 Penalty: 12855.208984
	Iteration 66F: 3 clusters Score -6308414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Entering Unmasked Estep 
Score: -258968.093750 Penalty: 4546.204102
	Iteration 0F: 2 clusters Score -258968.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -254345.218750 Penalty: 9092.408203
	Iteration 0F: 3 clusters Score -254345.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -255025.000000 Penalty: 9092.408203
	Iteration 1F: 3 clusters Score -255025 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -255279.984375 Penalty: 9092.408203
	Iteration 2F: 3 clusters Score -255280 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -255408.906250 Penalty: 9092.408203
	Iteration 3Q: 3 clusters Score -255408.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -255528.640625 Penalty: 9092.408203
	Iteration 4Q: 3 clusters Score -255528.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -255638.781250 Penalty: 9092.408203
	Iteration 5Q: 3 clusters Score -255638.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -255740.234375 Penalty: 9092.408203
	Iteration 6Q: 3 clusters Score -255740.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -255823.656250 Penalty: 9092.408203
	Iteration 7Q: 3 clusters Score -255823.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -255910.687500 Penalty: 9092.408203
	Iteration 8Q: 3 clusters Score -255910.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -255953.312500 Penalty: 9092.408203
	Iteration 9Q: 3 clusters Score -255953.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -255996.703125 Penalty: 9092.408203
	Iteration 10Q: 3 clusters Score -255996.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -256032.343750 Penalty: 9092.408203
	Iteration 11Q: 3 clusters Score -256032.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -256061.484375 Penalty: 9092.408203
	Iteration 12Q: 3 clusters Score -256061.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -256080.343750 Penalty: 9092.408203
	Iteration 13Q: 3 clusters Score -256080.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -256107.687500 Penalty: 9092.408203
	Iteration 14Q: 3 clusters Score -256107.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -256147.203125 Penalty: 9092.408203
	Iteration 15Q: 3 clusters Score -256147.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -256183.093750 Penalty: 9092.408203
	Iteration 16Q: 3 clusters Score -256183.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -256221.921875 Penalty: 9092.408203
	Iteration 17Q: 3 clusters Score -256221.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -256244.343750 Penalty: 9092.408203
	Iteration 18Q: 3 clusters Score -256244.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -256278.859375 Penalty: 9092.408203
	Iteration 19Q: 3 clusters Score -256278.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -256313.281250 Penalty: 9092.408203
	Iteration 20F: 3 clusters Score -256313.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -256338.062500 Penalty: 9092.408203
	Iteration 21Q: 3 clusters Score -256338.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -256365.593750 Penalty: 9092.408203
	Iteration 22Q: 3 clusters Score -256365.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -256390.531250 Penalty: 9092.408203
	Iteration 23Q: 3 clusters Score -256390.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -256407.937500 Penalty: 9092.408203
	Iteration 24Q: 3 clusters Score -256407.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -256423.687500 Penalty: 9092.408203
	Iteration 25Q: 3 clusters Score -256423.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -256434.500000 Penalty: 9092.408203
	Iteration 26Q: 3 clusters Score -256434.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -256440.953125 Penalty: 9092.408203
	Iteration 27Q: 3 clusters Score -256441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -256443.468750 Penalty: 9092.408203
	Iteration 28Q: 3 clusters Score -256443.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -256445.468750 Penalty: 9092.408203
	Iteration 29Q: 3 clusters Score -256445.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -256454.437500 Penalty: 9092.408203
	Iteration 30Q: 3 clusters Score -256454.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -256462.250000 Penalty: 9092.408203
	Iteration 31Q: 3 clusters Score -256462.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -256467.843750 Penalty: 9092.408203
	Iteration 32Q: 3 clusters Score -256467.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -256472.140625 Penalty: 9092.408203
	Iteration 33Q: 3 clusters Score -256472.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -256476.484375 Penalty: 9092.408203
	Iteration 34Q: 3 clusters Score -256476.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -256476.484375 Penalty: 9092.408203
	Iteration 35F: 3 clusters Score -256476.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (247713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247713 members 
Entering Unmasked Estep 
Score: -42668080.000000 Penalty: 7607.265625
	Iteration 0F: 2 clusters Score -4.266808e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123674 members 
Mstep: Class 2 contains 124039 members 
Entering Unmasked Estep 
Score: -42504428.000000 Penalty: 15214.531250
	Iteration 0F: 3 clusters Score -4.250443e+07 nChanged 117029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121725 members 
Mstep: Class 2 contains 125988 members 
Entering Unmasked Estep 
Score: -42571088.000000 Penalty: 15214.531250
	Iteration 1F: 3 clusters Score -4.257109e+07 nChanged 8122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120475 members 
Mstep: Class 2 contains 127238 members 
Entering Unmasked Estep 
Score: -42573208.000000 Penalty: 15214.531250
	Iteration 2Q: 3 clusters Score -4.257321e+07 nChanged 8561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118450 members 
Mstep: Class 2 contains 129263 members 
Entering Unmasked Estep 
Score: -42576140.000000 Penalty: 15214.531250
	Iteration 3Q: 3 clusters Score -4.257614e+07 nChanged 9560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115470 members 
Mstep: Class 2 contains 132243 members 
Entering Unmasked Estep 
Score: -42579840.000000 Penalty: 15214.531250
	Iteration 4Q: 3 clusters Score -4.257984e+07 nChanged 11227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111065 members 
Mstep: Class 2 contains 136648 members 
Entering Unmasked Estep 
Score: -42584692.000000 Penalty: 15214.531250
	Iteration 5Q: 3 clusters Score -4.258469e+07 nChanged 13079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105166 members 
Mstep: Class 2 contains 142547 members 
Entering Unmasked Estep 
Score: -42591888.000000 Penalty: 15214.531250
	Iteration 6F: 3 clusters Score -4.259189e+07 nChanged 15006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98062 members 
Mstep: Class 2 contains 149651 members 
Entering Unmasked Estep 
Score: -42600968.000000 Penalty: 15214.531250
	Iteration 7F: 3 clusters Score -4.260097e+07 nChanged 15917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90425 members 
Mstep: Class 2 contains 157288 members 
Entering Unmasked Estep 
Score: -42612416.000000 Penalty: 15214.531250
	Iteration 8F: 3 clusters Score -4.261242e+07 nChanged 15235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83496 members 
Mstep: Class 2 contains 164217 members 
Entering Unmasked Estep 
Score: -42623764.000000 Penalty: 15214.531250
	Iteration 9F: 3 clusters Score -4.262376e+07 nChanged 13272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78224 members 
Mstep: Class 2 contains 169489 members 
Entering Unmasked Estep 
Score: -42632092.000000 Penalty: 15214.531250
	Iteration 10F: 3 clusters Score -4.263209e+07 nChanged 9843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74383 members 
Mstep: Class 2 contains 173330 members 
Entering Unmasked Estep 
Score: -42636540.000000 Penalty: 15214.531250
	Iteration 11Q: 3 clusters Score -4.263654e+07 nChanged 6496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71267 members 
Mstep: Class 2 contains 176446 members 
Entering Unmasked Estep 
Score: -42638896.000000 Penalty: 15214.531250
	Iteration 12Q: 3 clusters Score -4.26389e+07 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68179 members 
Mstep: Class 2 contains 179534 members 
Entering Unmasked Estep 
Score: -42640100.000000 Penalty: 15214.531250
	Iteration 13Q: 3 clusters Score -4.26401e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64909 members 
Mstep: Class 2 contains 182804 members 
Entering Unmasked Estep 
Score: -42641000.000000 Penalty: 15214.531250
	Iteration 14Q: 3 clusters Score -4.2641e+07 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61455 members 
Mstep: Class 2 contains 186258 members 
Entering Unmasked Estep 
Score: -42642296.000000 Penalty: 15214.531250
	Iteration 15Q: 3 clusters Score -4.26423e+07 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57836 members 
Mstep: Class 2 contains 189877 members 
Entering Unmasked Estep 
Score: -42643256.000000 Penalty: 15214.531250
	Iteration 16Q: 3 clusters Score -4.264326e+07 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54069 members 
Mstep: Class 2 contains 193644 members 
Entering Unmasked Estep 
Score: -42644532.000000 Penalty: 15214.531250
	Iteration 17Q: 3 clusters Score -4.264453e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50189 members 
Mstep: Class 2 contains 197524 members 
Entering Unmasked Estep 
Score: -42645940.000000 Penalty: 15214.531250
	Iteration 18Q: 3 clusters Score -4.264594e+07 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46199 members 
Mstep: Class 2 contains 201514 members 
Entering Unmasked Estep 
Score: -42647156.000000 Penalty: 15214.531250
	Iteration 19Q: 3 clusters Score -4.264716e+07 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42207 members 
Mstep: Class 2 contains 205506 members 
Entering Unmasked Estep 
Score: -42648456.000000 Penalty: 15214.531250
	Iteration 20F: 3 clusters Score -4.264846e+07 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38127 members 
Mstep: Class 2 contains 209586 members 
Entering Unmasked Estep 
Score: -42649756.000000 Penalty: 15214.531250
	Iteration 21Q: 3 clusters Score -4.264976e+07 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34195 members 
Mstep: Class 2 contains 213518 members 
Entering Unmasked Estep 
Score: -42651260.000000 Penalty: 15214.531250
	Iteration 22Q: 3 clusters Score -4.265126e+07 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30343 members 
Mstep: Class 2 contains 217370 members 
Entering Unmasked Estep 
Score: -42652412.000000 Penalty: 15214.531250
	Iteration 23Q: 3 clusters Score -4.265241e+07 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26760 members 
Mstep: Class 2 contains 220953 members 
Entering Unmasked Estep 
Score: -42653808.000000 Penalty: 15214.531250
	Iteration 24Q: 3 clusters Score -4.265381e+07 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 224335 members 
Entering Unmasked Estep 
Score: -42655076.000000 Penalty: 15214.531250
	Iteration 25Q: 3 clusters Score -4.265508e+07 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 227479 members 
Entering Unmasked Estep 
Score: -42656788.000000 Penalty: 15214.531250
	Iteration 26Q: 3 clusters Score -4.265679e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 230343 members 
Entering Unmasked Estep 
Score: -42658260.000000 Penalty: 15214.531250
	Iteration 27Q: 3 clusters Score -4.265826e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 232756 members 
Entering Unmasked Estep 
Score: -42659232.000000 Penalty: 15214.531250
	Iteration 28Q: 3 clusters Score -4.265923e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 234800 members 
Entering Unmasked Estep 
Score: -42660112.000000 Penalty: 15214.531250
	Iteration 29Q: 3 clusters Score -4.266011e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 236459 members 
Entering Unmasked Estep 
Score: -42660784.000000 Penalty: 15214.531250
	Iteration 30Q: 3 clusters Score -4.266078e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 237866 members 
Entering Unmasked Estep 
Score: -42661188.000000 Penalty: 15214.531250
	Iteration 31Q: 3 clusters Score -4.266119e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 239029 members 
Entering Unmasked Estep 
Score: -42661704.000000 Penalty: 15214.531250
	Iteration 32Q: 3 clusters Score -4.26617e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 239972 members 
Entering Unmasked Estep 
Score: -42662008.000000 Penalty: 15214.531250
	Iteration 33Q: 3 clusters Score -4.266201e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 240686 members 
Entering Unmasked Estep 
Score: -42662172.000000 Penalty: 15214.531250
	Iteration 34Q: 3 clusters Score -4.266217e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 241252 members 
Entering Unmasked Estep 
Score: -42662388.000000 Penalty: 15214.531250
	Iteration 35Q: 3 clusters Score -4.266239e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 241730 members 
Entering Unmasked Estep 
Score: -42662448.000000 Penalty: 15214.531250
	Iteration 36Q: 3 clusters Score -4.266245e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 242129 members 
Entering Unmasked Estep 
Score: -42662604.000000 Penalty: 15214.531250
	Iteration 37Q: 3 clusters Score -4.26626e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 242471 members 
Entering Unmasked Estep 
Score: -42662668.000000 Penalty: 15214.531250
	Iteration 38Q: 3 clusters Score -4.266267e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 242748 members 
Entering Unmasked Estep 
Score: -42662772.000000 Penalty: 15214.531250
	Iteration 39Q: 3 clusters Score -4.266277e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 242985 members 
Entering Unmasked Estep 
Score: -42662728.000000 Penalty: 15214.531250
	Iteration 40F: 3 clusters Score -4.266273e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 243184 members 
Entering Unmasked Estep 
Score: -42662800.000000 Penalty: 15214.531250
	Iteration 41Q: 3 clusters Score -4.26628e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 243351 members 
Entering Unmasked Estep 
Score: -42662836.000000 Penalty: 15214.531250
	Iteration 42Q: 3 clusters Score -4.266284e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 243479 members 
Entering Unmasked Estep 
Score: -42662864.000000 Penalty: 15214.531250
	Iteration 43Q: 3 clusters Score -4.266286e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 243590 members 
Entering Unmasked Estep 
Score: -42662872.000000 Penalty: 15214.531250
	Iteration 44Q: 3 clusters Score -4.266287e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 243691 members 
Entering Unmasked Estep 
Score: -42662936.000000 Penalty: 15214.531250
	Iteration 45Q: 3 clusters Score -4.266294e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 243767 members 
Entering Unmasked Estep 
Score: -42662924.000000 Penalty: 15214.531250
	Iteration 46Q: 3 clusters Score -4.266292e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 243814 members 
Entering Unmasked Estep 
Score: -42662924.000000 Penalty: 15214.531250
	Iteration 47Q: 3 clusters Score -4.266292e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 243856 members 
Entering Unmasked Estep 
Score: -42662920.000000 Penalty: 15214.531250
	Iteration 48Q: 3 clusters Score -4.266292e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 243895 members 
Entering Unmasked Estep 
Score: -42662904.000000 Penalty: 15214.531250
	Iteration 49Q: 3 clusters Score -4.26629e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 243920 members 
Entering Unmasked Estep 
Score: -42662912.000000 Penalty: 15214.531250
	Iteration 50Q: 3 clusters Score -4.266291e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 243943 members 
Entering Unmasked Estep 
Score: -42662912.000000 Penalty: 15214.531250
	Iteration 51Q: 3 clusters Score -4.266291e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 243972 members 
Entering Unmasked Estep 
Score: -42662920.000000 Penalty: 15214.531250
	Iteration 52Q: 3 clusters Score -4.266292e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 244003 members 
Entering Unmasked Estep 
Score: -42662892.000000 Penalty: 15214.531250
	Iteration 53Q: 3 clusters Score -4.266289e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 244034 members 
Entering Unmasked Estep 
Score: -42662908.000000 Penalty: 15214.531250
	Iteration 54Q: 3 clusters Score -4.266291e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 244061 members 
Entering Unmasked Estep 
Score: -42662896.000000 Penalty: 15214.531250
	Iteration 55Q: 3 clusters Score -4.26629e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 244086 members 
Entering Unmasked Estep 
Score: -42662872.000000 Penalty: 15214.531250
	Iteration 56Q: 3 clusters Score -4.266287e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 244111 members 
Entering Unmasked Estep 
Score: -42662888.000000 Penalty: 15214.531250
	Iteration 57Q: 3 clusters Score -4.266289e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 244131 members 
Entering Unmasked Estep 
Score: -42662920.000000 Penalty: 15214.531250
	Iteration 58Q: 3 clusters Score -4.266292e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 244153 members 
Entering Unmasked Estep 
Score: -42662908.000000 Penalty: 15214.531250
	Iteration 59Q: 3 clusters Score -4.266291e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 244178 members 
Entering Unmasked Estep 
Score: -42662860.000000 Penalty: 15214.531250
	Iteration 60F: 3 clusters Score -4.266286e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 244191 members 
Entering Unmasked Estep 
Score: -42662856.000000 Penalty: 15214.531250
	Iteration 61Q: 3 clusters Score -4.266286e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 244204 members 
Entering Unmasked Estep 
Score: -42662884.000000 Penalty: 15214.531250
	Iteration 62Q: 3 clusters Score -4.266288e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 244212 members 
Entering Unmasked Estep 
Score: -42662900.000000 Penalty: 15214.531250
	Iteration 63Q: 3 clusters Score -4.26629e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 244223 members 
Entering Unmasked Estep 
Score: -42662896.000000 Penalty: 15214.531250
	Iteration 64Q: 3 clusters Score -4.26629e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 244236 members 
Entering Unmasked Estep 
Score: -42662872.000000 Penalty: 15214.531250
	Iteration 65Q: 3 clusters Score -4.266287e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 244243 members 
Entering Unmasked Estep 
Score: -42662848.000000 Penalty: 15214.531250
	Iteration 66Q: 3 clusters Score -4.266285e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 244252 members 
Entering Unmasked Estep 
Score: -42662900.000000 Penalty: 15214.531250
	Iteration 67Q: 3 clusters Score -4.26629e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 244256 members 
Entering Unmasked Estep 
Score: -42662884.000000 Penalty: 15214.531250
	Iteration 68Q: 3 clusters Score -4.266288e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 244262 members 
Entering Unmasked Estep 
Score: -42662884.000000 Penalty: 15214.531250
	Iteration 69Q: 3 clusters Score -4.266288e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 244265 members 
Entering Unmasked Estep 
Score: -42662900.000000 Penalty: 15214.531250
	Iteration 70Q: 3 clusters Score -4.26629e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 244274 members 
Entering Unmasked Estep 
Score: -42662888.000000 Penalty: 15214.531250
	Iteration 71Q: 3 clusters Score -4.266289e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 244284 members 
Entering Unmasked Estep 
Score: -42662868.000000 Penalty: 15214.531250
	Iteration 72Q: 3 clusters Score -4.266287e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 244291 members 
Entering Unmasked Estep 
Score: -42662872.000000 Penalty: 15214.531250
	Iteration 73Q: 3 clusters Score -4.266287e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 244295 members 
Entering Unmasked Estep 
Score: -42662884.000000 Penalty: 15214.531250
	Iteration 74Q: 3 clusters Score -4.266288e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 244298 members 
Entering Unmasked Estep 
Score: -42662880.000000 Penalty: 15214.531250
	Iteration 75Q: 3 clusters Score -4.266288e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 244302 members 
Entering Unmasked Estep 
Score: -42662876.000000 Penalty: 15214.531250
	Iteration 76Q: 3 clusters Score -4.266288e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 244303 members 
Entering Unmasked Estep 
Score: -42662860.000000 Penalty: 15214.531250
	Iteration 77Q: 3 clusters Score -4.266286e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 244303 members 
Entering Unmasked Estep 
Score: -42662860.000000 Penalty: 15214.531250
	Iteration 78F: 3 clusters Score -4.266286e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Entering Unmasked Estep 
Score: -2191027.750000 Penalty: 5779.085938
	Iteration 0F: 2 clusters Score -2191028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -2179225.250000 Penalty: 11558.171875
	Iteration 0F: 3 clusters Score -2179225 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -2181929.500000 Penalty: 11558.171875
	Iteration 1F: 3 clusters Score -2181930 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -2182394.750000 Penalty: 11558.171875
	Iteration 2F: 3 clusters Score -2182395 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -2182641.500000 Penalty: 11558.171875
	Iteration 3Q: 3 clusters Score -2182642 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -2182822.250000 Penalty: 11558.171875
	Iteration 4Q: 3 clusters Score -2182822 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -2182941.500000 Penalty: 11558.171875
	Iteration 5Q: 3 clusters Score -2182942 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -2183052.750000 Penalty: 11558.171875
	Iteration 6Q: 3 clusters Score -2183053 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -2183147.250000 Penalty: 11558.171875
	Iteration 7Q: 3 clusters Score -2183147 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -2183225.250000 Penalty: 11558.171875
	Iteration 8Q: 3 clusters Score -2183225 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -2183290.000000 Penalty: 11558.171875
	Iteration 9Q: 3 clusters Score -2183290 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -2183349.000000 Penalty: 11558.171875
	Iteration 10Q: 3 clusters Score -2183349 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -2183407.750000 Penalty: 11558.171875
	Iteration 11Q: 3 clusters Score -2183408 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -2183464.250000 Penalty: 11558.171875
	Iteration 12Q: 3 clusters Score -2183464 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -2183517.000000 Penalty: 11558.171875
	Iteration 13Q: 3 clusters Score -2183517 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -2183564.000000 Penalty: 11558.171875
	Iteration 14Q: 3 clusters Score -2183564 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -2183619.000000 Penalty: 11558.171875
	Iteration 15Q: 3 clusters Score -2183619 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -2183659.750000 Penalty: 11558.171875
	Iteration 16Q: 3 clusters Score -2183660 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -2183700.000000 Penalty: 11558.171875
	Iteration 17Q: 3 clusters Score -2183700 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -2183743.250000 Penalty: 11558.171875
	Iteration 18Q: 3 clusters Score -2183743 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -2183776.750000 Penalty: 11558.171875
	Iteration 19Q: 3 clusters Score -2183777 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -2183823.250000 Penalty: 11558.171875
	Iteration 20F: 3 clusters Score -2183823 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -2183894.750000 Penalty: 11558.171875
	Iteration 21Q: 3 clusters Score -2183895 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -2183950.750000 Penalty: 11558.171875
	Iteration 22Q: 3 clusters Score -2183951 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -2184018.000000 Penalty: 11558.171875
	Iteration 23Q: 3 clusters Score -2184018 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -2184098.500000 Penalty: 11558.171875
	Iteration 24Q: 3 clusters Score -2184098 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -2184186.500000 Penalty: 11558.171875
	Iteration 25Q: 3 clusters Score -2184186 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -2184306.250000 Penalty: 11558.171875
	Iteration 26Q: 3 clusters Score -2184306 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -2184440.250000 Penalty: 11558.171875
	Iteration 27Q: 3 clusters Score -2184440 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -2184568.500000 Penalty: 11558.171875
	Iteration 28Q: 3 clusters Score -2184568 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -2184676.250000 Penalty: 11558.171875
	Iteration 29Q: 3 clusters Score -2184676 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -2184772.750000 Penalty: 11558.171875
	Iteration 30Q: 3 clusters Score -2184773 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -2184880.500000 Penalty: 11558.171875
	Iteration 31Q: 3 clusters Score -2184880 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -2184972.500000 Penalty: 11558.171875
	Iteration 32Q: 3 clusters Score -2184972 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -2185068.250000 Penalty: 11558.171875
	Iteration 33Q: 3 clusters Score -2185068 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2185154.500000 Penalty: 11558.171875
	Iteration 34Q: 3 clusters Score -2185154 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2185223.750000 Penalty: 11558.171875
	Iteration 35Q: 3 clusters Score -2185224 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2185301.500000 Penalty: 11558.171875
	Iteration 36Q: 3 clusters Score -2185302 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2185362.500000 Penalty: 11558.171875
	Iteration 37Q: 3 clusters Score -2185362 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2185420.000000 Penalty: 11558.171875
	Iteration 38Q: 3 clusters Score -2185420 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2185495.750000 Penalty: 11558.171875
	Iteration 39Q: 3 clusters Score -2185496 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2185558.250000 Penalty: 11558.171875
	Iteration 40F: 3 clusters Score -2185558 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2185616.500000 Penalty: 11558.171875
	Iteration 41Q: 3 clusters Score -2185616 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2185672.250000 Penalty: 11558.171875
	Iteration 42Q: 3 clusters Score -2185672 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2185712.750000 Penalty: 11558.171875
	Iteration 43Q: 3 clusters Score -2185713 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2185750.750000 Penalty: 11558.171875
	Iteration 44Q: 3 clusters Score -2185751 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2185783.750000 Penalty: 11558.171875
	Iteration 45Q: 3 clusters Score -2185784 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2185807.000000 Penalty: 11558.171875
	Iteration 46Q: 3 clusters Score -2185807 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2185818.500000 Penalty: 11558.171875
	Iteration 47Q: 3 clusters Score -2185818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2185834.500000 Penalty: 11558.171875
	Iteration 48Q: 3 clusters Score -2185834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2185843.500000 Penalty: 11558.171875
	Iteration 49Q: 3 clusters Score -2185844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2185850.000000 Penalty: 11558.171875
	Iteration 50Q: 3 clusters Score -2185850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2185854.250000 Penalty: 11558.171875
	Iteration 51Q: 3 clusters Score -2185854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2185860.250000 Penalty: 11558.171875
	Iteration 52Q: 3 clusters Score -2185860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2185874.500000 Penalty: 11558.171875
	Iteration 53Q: 3 clusters Score -2185874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2185879.250000 Penalty: 11558.171875
	Iteration 54Q: 3 clusters Score -2185879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2185883.000000 Penalty: 11558.171875
	Iteration 55Q: 3 clusters Score -2185883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2185888.500000 Penalty: 11558.171875
	Iteration 56Q: 3 clusters Score -2185888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2185886.500000 Penalty: 11558.171875
	Iteration 57Q: 3 clusters Score -2185886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2185893.250000 Penalty: 11558.171875
	Iteration 58Q: 3 clusters Score -2185893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2185900.500000 Penalty: 11558.171875
	Iteration 59Q: 3 clusters Score -2185900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2185903.000000 Penalty: 11558.171875
	Iteration 60F: 3 clusters Score -2185903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2185909.500000 Penalty: 11558.171875
	Iteration 61Q: 3 clusters Score -2185910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2185914.500000 Penalty: 11558.171875
	Iteration 62Q: 3 clusters Score -2185914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2185915.750000 Penalty: 11558.171875
	Iteration 63Q: 3 clusters Score -2185916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2185915.000000 Penalty: 11558.171875
	Iteration 64Q: 3 clusters Score -2185915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2185918.250000 Penalty: 11558.171875
	Iteration 65Q: 3 clusters Score -2185918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2185918.250000 Penalty: 11558.171875
	Iteration 66F: 3 clusters Score -2185918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (45884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45884 members 
Entering Unmasked Estep 
Score: -7975941.000000 Penalty: 6574.496094
	Iteration 0F: 2 clusters Score -7975941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -7942795.500000 Penalty: 13148.992188
	Iteration 0F: 3 clusters Score -7942796 nChanged 19947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
Score: -7953414.500000 Penalty: 13148.992188
	Iteration 1F: 3 clusters Score -7953414 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
Score: -7954274.000000 Penalty: 13148.992188
	Iteration 2F: 3 clusters Score -7954274 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -7955038.000000 Penalty: 13148.992188
	Iteration 3Q: 3 clusters Score -7955038 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -7955802.000000 Penalty: 13148.992188
	Iteration 4Q: 3 clusters Score -7955802 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -7956834.000000 Penalty: 13148.992188
	Iteration 5Q: 3 clusters Score -7956834 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -7957956.500000 Penalty: 13148.992188
	Iteration 6Q: 3 clusters Score -7957956 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 26410 members 
Entering Unmasked Estep 
Score: -7959183.500000 Penalty: 13148.992188
	Iteration 7Q: 3 clusters Score -7959184 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 26945 members 
Entering Unmasked Estep 
Score: -7960183.000000 Penalty: 13148.992188
	Iteration 8Q: 3 clusters Score -7960183 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 27370 members 
Entering Unmasked Estep 
Score: -7961134.500000 Penalty: 13148.992188
	Iteration 9Q: 3 clusters Score -7961134 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 27730 members 
Entering Unmasked Estep 
Score: -7961922.500000 Penalty: 13148.992188
	Iteration 10Q: 3 clusters Score -7961922 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 28093 members 
Entering Unmasked Estep 
Score: -7962612.500000 Penalty: 13148.992188
	Iteration 11Q: 3 clusters Score -7962612 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 28448 members 
Entering Unmasked Estep 
Score: -7963183.500000 Penalty: 13148.992188
	Iteration 12Q: 3 clusters Score -7963184 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 28797 members 
Entering Unmasked Estep 
Score: -7963666.500000 Penalty: 13148.992188
	Iteration 13Q: 3 clusters Score -7963666 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 29143 members 
Entering Unmasked Estep 
Score: -7964055.500000 Penalty: 13148.992188
	Iteration 14Q: 3 clusters Score -7964056 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 29479 members 
Entering Unmasked Estep 
Score: -7964393.500000 Penalty: 13148.992188
	Iteration 15Q: 3 clusters Score -7964394 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 29805 members 
Entering Unmasked Estep 
Score: -7964660.000000 Penalty: 13148.992188
	Iteration 16Q: 3 clusters Score -7964660 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 30185 members 
Entering Unmasked Estep 
Score: -7964952.000000 Penalty: 13148.992188
	Iteration 17Q: 3 clusters Score -7964952 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 30567 members 
Entering Unmasked Estep 
Score: -7965161.000000 Penalty: 13148.992188
	Iteration 18Q: 3 clusters Score -7965161 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 30941 members 
Entering Unmasked Estep 
Score: -7965357.500000 Penalty: 13148.992188
	Iteration 19Q: 3 clusters Score -7965358 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 31332 members 
Entering Unmasked Estep 
Score: -7965581.000000 Penalty: 13148.992188
	Iteration 20F: 3 clusters Score -7965581 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 31797 members 
Entering Unmasked Estep 
Score: -7965811.000000 Penalty: 13148.992188
	Iteration 21Q: 3 clusters Score -7965811 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 32308 members 
Entering Unmasked Estep 
Score: -7966040.500000 Penalty: 13148.992188
	Iteration 22Q: 3 clusters Score -7966040 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 32808 members 
Entering Unmasked Estep 
Score: -7966234.500000 Penalty: 13148.992188
	Iteration 23Q: 3 clusters Score -7966234 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 33296 members 
Entering Unmasked Estep 
Score: -7966410.000000 Penalty: 13148.992188
	Iteration 24Q: 3 clusters Score -7966410 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 33813 members 
Entering Unmasked Estep 
Score: -7966582.500000 Penalty: 13148.992188
	Iteration 25Q: 3 clusters Score -7966582 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 34286 members 
Entering Unmasked Estep 
Score: -7966771.000000 Penalty: 13148.992188
	Iteration 26Q: 3 clusters Score -7966771 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 34776 members 
Entering Unmasked Estep 
Score: -7966934.000000 Penalty: 13148.992188
	Iteration 27Q: 3 clusters Score -7966934 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 35212 members 
Entering Unmasked Estep 
Score: -7967090.500000 Penalty: 13148.992188
	Iteration 28Q: 3 clusters Score -7967090 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 35652 members 
Entering Unmasked Estep 
Score: -7967231.500000 Penalty: 13148.992188
	Iteration 29Q: 3 clusters Score -7967232 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 36064 members 
Entering Unmasked Estep 
Score: -7967359.000000 Penalty: 13148.992188
	Iteration 30Q: 3 clusters Score -7967359 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 36467 members 
Entering Unmasked Estep 
Score: -7967459.000000 Penalty: 13148.992188
	Iteration 31Q: 3 clusters Score -7967459 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 36846 members 
Entering Unmasked Estep 
Score: -7967562.500000 Penalty: 13148.992188
	Iteration 32Q: 3 clusters Score -7967562 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 37206 members 
Entering Unmasked Estep 
Score: -7967653.000000 Penalty: 13148.992188
	Iteration 33Q: 3 clusters Score -7967653 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 37604 members 
Entering Unmasked Estep 
Score: -7967813.500000 Penalty: 13148.992188
	Iteration 34Q: 3 clusters Score -7967814 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 37981 members 
Entering Unmasked Estep 
Score: -7967898.500000 Penalty: 13148.992188
	Iteration 35Q: 3 clusters Score -7967898 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 38364 members 
Entering Unmasked Estep 
Score: -7968004.000000 Penalty: 13148.992188
	Iteration 36Q: 3 clusters Score -7968004 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 38723 members 
Entering Unmasked Estep 
Score: -7968120.500000 Penalty: 13148.992188
	Iteration 37Q: 3 clusters Score -7968120 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 39024 members 
Entering Unmasked Estep 
Score: -7968235.500000 Penalty: 13148.992188
	Iteration 38Q: 3 clusters Score -7968236 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 39340 members 
Entering Unmasked Estep 
Score: -7968371.500000 Penalty: 13148.992188
	Iteration 39Q: 3 clusters Score -7968372 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 39674 members 
Entering Unmasked Estep 
Score: -7968454.000000 Penalty: 13148.992188
	Iteration 40F: 3 clusters Score -7968454 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 40008 members 
Entering Unmasked Estep 
Score: -7968553.500000 Penalty: 13148.992188
	Iteration 41Q: 3 clusters Score -7968554 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 40322 members 
Entering Unmasked Estep 
Score: -7968648.500000 Penalty: 13148.992188
	Iteration 42Q: 3 clusters Score -7968648 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 40650 members 
Entering Unmasked Estep 
Score: -7968776.500000 Penalty: 13148.992188
	Iteration 43Q: 3 clusters Score -7968776 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 40928 members 
Entering Unmasked Estep 
Score: -7968871.000000 Penalty: 13148.992188
	Iteration 44Q: 3 clusters Score -7968871 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 41211 members 
Entering Unmasked Estep 
Score: -7968991.500000 Penalty: 13148.992188
	Iteration 45Q: 3 clusters Score -7968992 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 41467 members 
Entering Unmasked Estep 
Score: -7969098.000000 Penalty: 13148.992188
	Iteration 46Q: 3 clusters Score -7969098 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 41688 members 
Entering Unmasked Estep 
Score: -7969212.000000 Penalty: 13148.992188
	Iteration 47Q: 3 clusters Score -7969212 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 41886 members 
Entering Unmasked Estep 
Score: -7969293.500000 Penalty: 13148.992188
	Iteration 48Q: 3 clusters Score -7969294 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 42094 members 
Entering Unmasked Estep 
Score: -7969359.500000 Penalty: 13148.992188
	Iteration 49Q: 3 clusters Score -7969360 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 42260 members 
Entering Unmasked Estep 
Score: -7969443.000000 Penalty: 13148.992188
	Iteration 50Q: 3 clusters Score -7969443 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 42416 members 
Entering Unmasked Estep 
Score: -7969519.000000 Penalty: 13148.992188
	Iteration 51Q: 3 clusters Score -7969519 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 42571 members 
Entering Unmasked Estep 
Score: -7969588.000000 Penalty: 13148.992188
	Iteration 52Q: 3 clusters Score -7969588 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 42712 members 
Entering Unmasked Estep 
Score: -7969645.000000 Penalty: 13148.992188
	Iteration 53Q: 3 clusters Score -7969645 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 42839 members 
Entering Unmasked Estep 
Score: -7969716.000000 Penalty: 13148.992188
	Iteration 54Q: 3 clusters Score -7969716 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 42972 members 
Entering Unmasked Estep 
Score: -7969773.000000 Penalty: 13148.992188
	Iteration 55Q: 3 clusters Score -7969773 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 43088 members 
Entering Unmasked Estep 
Score: -7969818.000000 Penalty: 13148.992188
	Iteration 56Q: 3 clusters Score -7969818 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 43186 members 
Entering Unmasked Estep 
Score: -7969851.000000 Penalty: 13148.992188
	Iteration 57Q: 3 clusters Score -7969851 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 43271 members 
Entering Unmasked Estep 
Score: -7969877.500000 Penalty: 13148.992188
	Iteration 58Q: 3 clusters Score -7969878 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 43341 members 
Entering Unmasked Estep 
Score: -7969918.500000 Penalty: 13148.992188
	Iteration 59Q: 3 clusters Score -7969918 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 43397 members 
Entering Unmasked Estep 
Score: -7969930.500000 Penalty: 13148.992188
	Iteration 60F: 3 clusters Score -7969930 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 43445 members 
Entering Unmasked Estep 
Score: -7969944.500000 Penalty: 13148.992188
	Iteration 61Q: 3 clusters Score -7969944 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 43488 members 
Entering Unmasked Estep 
Score: -7969968.000000 Penalty: 13148.992188
	Iteration 62Q: 3 clusters Score -7969968 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 43530 members 
Entering Unmasked Estep 
Score: -7969991.000000 Penalty: 13148.992188
	Iteration 63Q: 3 clusters Score -7969991 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 43565 members 
Entering Unmasked Estep 
Score: -7970008.000000 Penalty: 13148.992188
	Iteration 64Q: 3 clusters Score -7970008 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 43595 members 
Entering Unmasked Estep 
Score: -7970036.500000 Penalty: 13148.992188
	Iteration 65Q: 3 clusters Score -7970036 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 43617 members 
Entering Unmasked Estep 
Score: -7970052.500000 Penalty: 13148.992188
	Iteration 66Q: 3 clusters Score -7970052 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 43637 members 
Entering Unmasked Estep 
Score: -7970058.000000 Penalty: 13148.992188
	Iteration 67Q: 3 clusters Score -7970058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 43653 members 
Entering Unmasked Estep 
Score: -7970068.500000 Penalty: 13148.992188
	Iteration 68Q: 3 clusters Score -7970068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 43668 members 
Entering Unmasked Estep 
Score: -7970079.500000 Penalty: 13148.992188
	Iteration 69Q: 3 clusters Score -7970080 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 43684 members 
Entering Unmasked Estep 
Score: -7970077.000000 Penalty: 13148.992188
	Iteration 70Q: 3 clusters Score -7970077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 43694 members 
Entering Unmasked Estep 
Score: -7970084.000000 Penalty: 13148.992188
	Iteration 71Q: 3 clusters Score -7970084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 43703 members 
Entering Unmasked Estep 
Score: -7970084.000000 Penalty: 13148.992188
	Iteration 72Q: 3 clusters Score -7970084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 43711 members 
Entering Unmasked Estep 
Score: -7970093.000000 Penalty: 13148.992188
	Iteration 73Q: 3 clusters Score -7970093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 43717 members 
Entering Unmasked Estep 
Score: -7970095.000000 Penalty: 13148.992188
	Iteration 74Q: 3 clusters Score -7970095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 43728 members 
Entering Unmasked Estep 
Score: -7970107.500000 Penalty: 13148.992188
	Iteration 75Q: 3 clusters Score -7970108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 43737 members 
Entering Unmasked Estep 
Score: -7970110.500000 Penalty: 13148.992188
	Iteration 76Q: 3 clusters Score -7970110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 43750 members 
Entering Unmasked Estep 
Score: -7970113.500000 Penalty: 13148.992188
	Iteration 77Q: 3 clusters Score -7970114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 43760 members 
Entering Unmasked Estep 
Score: -7970121.500000 Penalty: 13148.992188
	Iteration 78Q: 3 clusters Score -7970122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 43769 members 
Entering Unmasked Estep 
Score: -7970119.500000 Penalty: 13148.992188
	Iteration 79Q: 3 clusters Score -7970120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 43780 members 
Entering Unmasked Estep 
Score: -7970134.500000 Penalty: 13148.992188
	Iteration 80F: 3 clusters Score -7970134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 43792 members 
Entering Unmasked Estep 
Score: -7970140.500000 Penalty: 13148.992188
	Iteration 81Q: 3 clusters Score -7970140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 43805 members 
Entering Unmasked Estep 
Score: -7970142.000000 Penalty: 13148.992188
	Iteration 82Q: 3 clusters Score -7970142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 43821 members 
Entering Unmasked Estep 
Score: -7970156.500000 Penalty: 13148.992188
	Iteration 83Q: 3 clusters Score -7970156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 43829 members 
Entering Unmasked Estep 
Score: -7970149.000000 Penalty: 13148.992188
	Iteration 84Q: 3 clusters Score -7970149 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 43846 members 
Entering Unmasked Estep 
Score: -7970170.000000 Penalty: 13148.992188
	Iteration 85Q: 3 clusters Score -7970170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 43859 members 
Entering Unmasked Estep 
Score: -7970182.000000 Penalty: 13148.992188
	Iteration 86Q: 3 clusters Score -7970182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 43871 members 
Entering Unmasked Estep 
Score: -7970192.500000 Penalty: 13148.992188
	Iteration 87Q: 3 clusters Score -7970192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 43881 members 
Entering Unmasked Estep 
Score: -7970195.500000 Penalty: 13148.992188
	Iteration 88Q: 3 clusters Score -7970196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 43890 members 
Entering Unmasked Estep 
Score: -7970202.000000 Penalty: 13148.992188
	Iteration 89Q: 3 clusters Score -7970202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 43896 members 
Entering Unmasked Estep 
Score: -7970204.500000 Penalty: 13148.992188
	Iteration 90Q: 3 clusters Score -7970204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 43903 members 
Entering Unmasked Estep 
Score: -7970211.500000 Penalty: 13148.992188
	Iteration 91Q: 3 clusters Score -7970212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 43911 members 
Entering Unmasked Estep 
Score: -7970225.500000 Penalty: 13148.992188
	Iteration 92Q: 3 clusters Score -7970226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 43914 members 
Entering Unmasked Estep 
Score: -7970216.500000 Penalty: 13148.992188
	Iteration 93Q: 3 clusters Score -7970216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 43915 members 
Entering Unmasked Estep 
Score: -7970213.500000 Penalty: 13148.992188
	Iteration 94Q: 3 clusters Score -7970214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 43918 members 
Entering Unmasked Estep 
Score: -7970217.000000 Penalty: 13148.992188
	Iteration 95Q: 3 clusters Score -7970217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 43928 members 
Entering Unmasked Estep 
Score: -7970217.000000 Penalty: 13148.992188
	Iteration 96Q: 3 clusters Score -7970217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 43934 members 
Entering Unmasked Estep 
Score: -7970221.000000 Penalty: 13148.992188
	Iteration 97Q: 3 clusters Score -7970221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 43936 members 
Entering Unmasked Estep 
Score: -7970225.500000 Penalty: 13148.992188
	Iteration 98Q: 3 clusters Score -7970226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 43937 members 
Entering Unmasked Estep 
Score: -7970225.000000 Penalty: 13148.992188
	Iteration 99Q: 3 clusters Score -7970225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 43937 members 
Entering Unmasked Estep 
Score: -7970230.000000 Penalty: 13148.992188
	Iteration 100F: 3 clusters Score -7970230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 43938 members 
Entering Unmasked Estep 
Score: -7970232.500000 Penalty: 13148.992188
	Iteration 101Q: 3 clusters Score -7970232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 43941 members 
Entering Unmasked Estep 
Score: -7970230.000000 Penalty: 13148.992188
	Iteration 102Q: 3 clusters Score -7970230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 43944 members 
Entering Unmasked Estep 
Score: -7970231.000000 Penalty: 13148.992188
	Iteration 103Q: 3 clusters Score -7970231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 43950 members 
Entering Unmasked Estep 
Score: -7970238.000000 Penalty: 13148.992188
	Iteration 104Q: 3 clusters Score -7970238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 43954 members 
Entering Unmasked Estep 
Score: -7970230.500000 Penalty: 13148.992188
	Iteration 105Q: 3 clusters Score -7970230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 43962 members 
Entering Unmasked Estep 
Score: -7970233.500000 Penalty: 13148.992188
	Iteration 106Q: 3 clusters Score -7970234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 43973 members 
Entering Unmasked Estep 
Score: -7970244.000000 Penalty: 13148.992188
	Iteration 107Q: 3 clusters Score -7970244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 43976 members 
Entering Unmasked Estep 
Score: -7970245.000000 Penalty: 13148.992188
	Iteration 108Q: 3 clusters Score -7970245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 43979 members 
Entering Unmasked Estep 
Score: -7970247.500000 Penalty: 13148.992188
	Iteration 109Q: 3 clusters Score -7970248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 43981 members 
Entering Unmasked Estep 
Score: -7970254.500000 Penalty: 13148.992188
	Iteration 110Q: 3 clusters Score -7970254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 43982 members 
Entering Unmasked Estep 
Score: -7970256.000000 Penalty: 13148.992188
	Iteration 111Q: 3 clusters Score -7970256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 43987 members 
Entering Unmasked Estep 
Score: -7970257.500000 Penalty: 13148.992188
	Iteration 112Q: 3 clusters Score -7970258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 43993 members 
Entering Unmasked Estep 
Score: -7970251.500000 Penalty: 13148.992188
	Iteration 113Q: 3 clusters Score -7970252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 44001 members 
Entering Unmasked Estep 
Score: -7970262.000000 Penalty: 13148.992188
	Iteration 114Q: 3 clusters Score -7970262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 44008 members 
Entering Unmasked Estep 
Score: -7970267.000000 Penalty: 13148.992188
	Iteration 115Q: 3 clusters Score -7970267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 44014 members 
Entering Unmasked Estep 
Score: -7970260.500000 Penalty: 13148.992188
	Iteration 116Q: 3 clusters Score -7970260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 44022 members 
Entering Unmasked Estep 
Score: -7970267.000000 Penalty: 13148.992188
	Iteration 117Q: 3 clusters Score -7970267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 44025 members 
Entering Unmasked Estep 
Score: -7970261.500000 Penalty: 13148.992188
	Iteration 118Q: 3 clusters Score -7970262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 44029 members 
Entering Unmasked Estep 
Score: -7970275.500000 Penalty: 13148.992188
	Iteration 119Q: 3 clusters Score -7970276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 44032 members 
Entering Unmasked Estep 
Score: -7970266.000000 Penalty: 13148.992188
	Iteration 120F: 3 clusters Score -7970266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 44035 members 
Entering Unmasked Estep 
Score: -7970262.000000 Penalty: 13148.992188
	Iteration 121Q: 3 clusters Score -7970262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 44041 members 
Entering Unmasked Estep 
Score: -7970264.500000 Penalty: 13148.992188
	Iteration 122Q: 3 clusters Score -7970264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 44047 members 
Entering Unmasked Estep 
Score: -7970264.000000 Penalty: 13148.992188
	Iteration 123Q: 3 clusters Score -7970264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 44051 members 
Entering Unmasked Estep 
Score: -7970270.000000 Penalty: 13148.992188
	Iteration 124Q: 3 clusters Score -7970270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 44058 members 
Entering Unmasked Estep 
Score: -7970265.000000 Penalty: 13148.992188
	Iteration 125Q: 3 clusters Score -7970265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 44065 members 
Entering Unmasked Estep 
Score: -7970256.000000 Penalty: 13148.992188
	Iteration 126Q: 3 clusters Score -7970256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 44068 members 
Entering Unmasked Estep 
Score: -7970257.500000 Penalty: 13148.992188
	Iteration 127Q: 3 clusters Score -7970258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 44071 members 
Entering Unmasked Estep 
Score: -7970264.000000 Penalty: 13148.992188
	Iteration 128Q: 3 clusters Score -7970264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 44077 members 
Entering Unmasked Estep 
Score: -7970268.000000 Penalty: 13148.992188
	Iteration 129Q: 3 clusters Score -7970268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 44080 members 
Entering Unmasked Estep 
Score: -7970269.000000 Penalty: 13148.992188
	Iteration 130Q: 3 clusters Score -7970269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 44085 members 
Entering Unmasked Estep 
Score: -7970271.500000 Penalty: 13148.992188
	Iteration 131Q: 3 clusters Score -7970272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 44086 members 
Entering Unmasked Estep 
Score: -7970270.500000 Penalty: 13148.992188
	Iteration 132Q: 3 clusters Score -7970270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 44088 members 
Entering Unmasked Estep 
Score: -7970273.000000 Penalty: 13148.992188
	Iteration 133Q: 3 clusters Score -7970273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 44089 members 
Entering Unmasked Estep 
Score: -7970277.000000 Penalty: 13148.992188
	Iteration 134Q: 3 clusters Score -7970277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 44089 members 
Entering Unmasked Estep 
Score: -7970277.000000 Penalty: 13148.992188
	Iteration 135Q: 3 clusters Score -7970277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 44090 members 
Entering Unmasked Estep 
Score: -7970272.500000 Penalty: 13148.992188
	Iteration 136Q: 3 clusters Score -7970272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 44091 members 
Entering Unmasked Estep 
Score: -7970276.000000 Penalty: 13148.992188
	Iteration 137Q: 3 clusters Score -7970276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 44092 members 
Entering Unmasked Estep 
Score: -7970273.500000 Penalty: 13148.992188
	Iteration 138Q: 3 clusters Score -7970274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 44092 members 
Entering Unmasked Estep 
Score: -7970273.500000 Penalty: 13148.992188
	Iteration 139F: 3 clusters Score -7970274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Entering Unmasked Estep 
Score: -113960.351562 Penalty: 4082.731201
	Iteration 0F: 2 clusters Score -113960.4 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 388 members 
Entering Unmasked Estep 
Score: -110145.367188 Penalty: 8165.462402
	Iteration 0F: 3 clusters Score -110145.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -110454.281250 Penalty: 8165.462402
	Iteration 1F: 3 clusters Score -110454.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -110572.929688 Penalty: 8165.462402
	Iteration 2Q: 3 clusters Score -110572.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -110606.734375 Penalty: 8165.462402
	Iteration 3Q: 3 clusters Score -110606.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -110621.937500 Penalty: 8165.462402
	Iteration 4Q: 3 clusters Score -110621.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -110623.867188 Penalty: 8165.462402
	Iteration 5Q: 3 clusters Score -110623.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -110623.867188 Penalty: 8165.462402
	Iteration 6F: 3 clusters Score -110623.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (33304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33304 members 
Entering Unmasked Estep 
Score: -5485231.000000 Penalty: 6378.227539
	Iteration 0F: 2 clusters Score -5485231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -5460265.000000 Penalty: 12756.455078
	Iteration 0F: 3 clusters Score -5460265 nChanged 14043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -5467684.500000 Penalty: 12756.455078
	Iteration 1F: 3 clusters Score -5467684 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -5468499.500000 Penalty: 12756.455078
	Iteration 2F: 3 clusters Score -5468500 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -5469136.500000 Penalty: 12756.455078
	Iteration 3Q: 3 clusters Score -5469136 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -5469667.000000 Penalty: 12756.455078
	Iteration 4Q: 3 clusters Score -5469667 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -5470169.500000 Penalty: 12756.455078
	Iteration 5Q: 3 clusters Score -5470170 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -5470558.000000 Penalty: 12756.455078
	Iteration 6Q: 3 clusters Score -5470558 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -5470985.500000 Penalty: 12756.455078
	Iteration 7Q: 3 clusters Score -5470986 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -5471516.000000 Penalty: 12756.455078
	Iteration 8Q: 3 clusters Score -5471516 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -5472077.000000 Penalty: 12756.455078
	Iteration 9Q: 3 clusters Score -5472077 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -5472789.500000 Penalty: 12756.455078
	Iteration 10Q: 3 clusters Score -5472790 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -5473639.500000 Penalty: 12756.455078
	Iteration 11Q: 3 clusters Score -5473640 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -5474716.500000 Penalty: 12756.455078
	Iteration 12Q: 3 clusters Score -5474716 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 25984 members 
Entering Unmasked Estep 
Score: -5475909.000000 Penalty: 12756.455078
	Iteration 13Q: 3 clusters Score -5475909 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 27486 members 
Entering Unmasked Estep 
Score: -5477079.500000 Penalty: 12756.455078
	Iteration 14Q: 3 clusters Score -5477080 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 28725 members 
Entering Unmasked Estep 
Score: -5478053.500000 Penalty: 12756.455078
	Iteration 15Q: 3 clusters Score -5478054 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 29704 members 
Entering Unmasked Estep 
Score: -5478814.500000 Penalty: 12756.455078
	Iteration 16Q: 3 clusters Score -5478814 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 30397 members 
Entering Unmasked Estep 
Score: -5479352.000000 Penalty: 12756.455078
	Iteration 17Q: 3 clusters Score -5479352 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 30915 members 
Entering Unmasked Estep 
Score: -5479790.000000 Penalty: 12756.455078
	Iteration 18Q: 3 clusters Score -5479790 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 31259 members 
Entering Unmasked Estep 
Score: -5480067.500000 Penalty: 12756.455078
	Iteration 19Q: 3 clusters Score -5480068 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 31473 members 
Entering Unmasked Estep 
Score: -5480248.000000 Penalty: 12756.455078
	Iteration 20F: 3 clusters Score -5480248 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 31621 members 
Entering Unmasked Estep 
Score: -5480361.500000 Penalty: 12756.455078
	Iteration 21Q: 3 clusters Score -5480362 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 31719 members 
Entering Unmasked Estep 
Score: -5480452.500000 Penalty: 12756.455078
	Iteration 22Q: 3 clusters Score -5480452 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 31793 members 
Entering Unmasked Estep 
Score: -5480520.500000 Penalty: 12756.455078
	Iteration 23Q: 3 clusters Score -5480520 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 31845 members 
Entering Unmasked Estep 
Score: -5480579.500000 Penalty: 12756.455078
	Iteration 24Q: 3 clusters Score -5480580 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 31875 members 
Entering Unmasked Estep 
Score: -5480607.000000 Penalty: 12756.455078
	Iteration 25Q: 3 clusters Score -5480607 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 31908 members 
Entering Unmasked Estep 
Score: -5480662.500000 Penalty: 12756.455078
	Iteration 26Q: 3 clusters Score -5480662 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 31940 members 
Entering Unmasked Estep 
Score: -5480696.000000 Penalty: 12756.455078
	Iteration 27Q: 3 clusters Score -5480696 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 31962 members 
Entering Unmasked Estep 
Score: -5480715.000000 Penalty: 12756.455078
	Iteration 28Q: 3 clusters Score -5480715 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 31979 members 
Entering Unmasked Estep 
Score: -5480745.000000 Penalty: 12756.455078
	Iteration 29Q: 3 clusters Score -5480745 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 32000 members 
Entering Unmasked Estep 
Score: -5480778.000000 Penalty: 12756.455078
	Iteration 30Q: 3 clusters Score -5480778 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 32027 members 
Entering Unmasked Estep 
Score: -5480813.000000 Penalty: 12756.455078
	Iteration 31Q: 3 clusters Score -5480813 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 32044 members 
Entering Unmasked Estep 
Score: -5480822.000000 Penalty: 12756.455078
	Iteration 32Q: 3 clusters Score -5480822 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 32057 members 
Entering Unmasked Estep 
Score: -5480839.000000 Penalty: 12756.455078
	Iteration 33Q: 3 clusters Score -5480839 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 32066 members 
Entering Unmasked Estep 
Score: -5480857.500000 Penalty: 12756.455078
	Iteration 34Q: 3 clusters Score -5480858 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 32080 members 
Entering Unmasked Estep 
Score: -5480877.000000 Penalty: 12756.455078
	Iteration 35Q: 3 clusters Score -5480877 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 32098 members 
Entering Unmasked Estep 
Score: -5480896.500000 Penalty: 12756.455078
	Iteration 36Q: 3 clusters Score -5480896 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 32117 members 
Entering Unmasked Estep 
Score: -5480919.500000 Penalty: 12756.455078
	Iteration 37Q: 3 clusters Score -5480920 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 32132 members 
Entering Unmasked Estep 
Score: -5480956.500000 Penalty: 12756.455078
	Iteration 38Q: 3 clusters Score -5480956 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 32149 members 
Entering Unmasked Estep 
Score: -5480952.500000 Penalty: 12756.455078
	Iteration 39Q: 3 clusters Score -5480952 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 32157 members 
Entering Unmasked Estep 
Score: -5480977.000000 Penalty: 12756.455078
	Iteration 40F: 3 clusters Score -5480977 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 32165 members 
Entering Unmasked Estep 
Score: -5480989.000000 Penalty: 12756.455078
	Iteration 41Q: 3 clusters Score -5480989 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 32174 members 
Entering Unmasked Estep 
Score: -5481003.500000 Penalty: 12756.455078
	Iteration 42Q: 3 clusters Score -5481004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 32173 members 
Entering Unmasked Estep 
Score: -5481006.500000 Penalty: 12756.455078
	Iteration 43Q: 3 clusters Score -5481006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 32175 members 
Entering Unmasked Estep 
Score: -5481014.000000 Penalty: 12756.455078
	Iteration 44Q: 3 clusters Score -5481014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 32177 members 
Entering Unmasked Estep 
Score: -5481021.500000 Penalty: 12756.455078
	Iteration 45Q: 3 clusters Score -5481022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 32177 members 
Entering Unmasked Estep 
Score: -5481021.500000 Penalty: 12756.455078
	Iteration 46Q: 3 clusters Score -5481022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 32177 members 
Entering Unmasked Estep 
Score: -5481021.500000 Penalty: 12756.455078
	Iteration 47F: 3 clusters Score -5481022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Entering Unmasked Estep 
Score: -175553.953125 Penalty: 4322.962402
	Iteration 0F: 2 clusters Score -175554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -171300.156250 Penalty: 8645.924805
	Iteration 0F: 3 clusters Score -171300.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -171748.421875 Penalty: 8645.924805
	Iteration 1F: 3 clusters Score -171748.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -171982.296875 Penalty: 8645.924805
	Iteration 2F: 3 clusters Score -171982.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -172197.781250 Penalty: 8645.924805
	Iteration 3Q: 3 clusters Score -172197.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -172363.390625 Penalty: 8645.924805
	Iteration 4Q: 3 clusters Score -172363.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -172527.796875 Penalty: 8645.924805
	Iteration 5Q: 3 clusters Score -172527.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -172696.421875 Penalty: 8645.924805
	Iteration 6Q: 3 clusters Score -172696.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -172870.578125 Penalty: 8645.924805
	Iteration 7Q: 3 clusters Score -172870.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -172965.656250 Penalty: 8645.924805
	Iteration 8Q: 3 clusters Score -172965.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -173041.296875 Penalty: 8645.924805
	Iteration 9Q: 3 clusters Score -173041.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -173127.234375 Penalty: 8645.924805
	Iteration 10Q: 3 clusters Score -173127.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -173202.578125 Penalty: 8645.924805
	Iteration 11Q: 3 clusters Score -173202.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -173274.546875 Penalty: 8645.924805
	Iteration 12Q: 3 clusters Score -173274.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -173322.156250 Penalty: 8645.924805
	Iteration 13Q: 3 clusters Score -173322.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -173353.812500 Penalty: 8645.924805
	Iteration 14Q: 3 clusters Score -173353.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -173389.703125 Penalty: 8645.924805
	Iteration 15Q: 3 clusters Score -173389.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -173462.625000 Penalty: 8645.924805
	Iteration 16Q: 3 clusters Score -173462.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -173563.156250 Penalty: 8645.924805
	Iteration 17Q: 3 clusters Score -173563.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -173642.156250 Penalty: 8645.924805
	Iteration 18Q: 3 clusters Score -173642.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -173801.093750 Penalty: 8645.924805
	Iteration 19Q: 3 clusters Score -173801.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -173891.984375 Penalty: 8645.924805
	Iteration 20F: 3 clusters Score -173892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -173904.156250 Penalty: 8645.924805
	Iteration 21Q: 3 clusters Score -173904.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -173925.000000 Penalty: 8645.924805
	Iteration 22Q: 3 clusters Score -173925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -173930.531250 Penalty: 8645.924805
	Iteration 23Q: 3 clusters Score -173930.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -173935.875000 Penalty: 8645.924805
	Iteration 24Q: 3 clusters Score -173935.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -173937.265625 Penalty: 8645.924805
	Iteration 25Q: 3 clusters Score -173937.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -173937.265625 Penalty: 8645.924805
	Iteration 26F: 3 clusters Score -173937.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Entering Unmasked Estep 
Score: -1480896.500000 Penalty: 5575.505371
	Iteration 0F: 2 clusters Score -1480896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1471368.500000 Penalty: 11151.010742
	Iteration 0F: 3 clusters Score -1471368 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1473401.750000 Penalty: 11151.010742
	Iteration 1F: 3 clusters Score -1473402 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1474105.125000 Penalty: 11151.010742
	Iteration 2F: 3 clusters Score -1474105 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1474617.500000 Penalty: 11151.010742
	Iteration 3F: 3 clusters Score -1474618 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1474977.500000 Penalty: 11151.010742
	Iteration 4F: 3 clusters Score -1474978 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1475255.250000 Penalty: 11151.010742
	Iteration 5Q: 3 clusters Score -1475255 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1475485.125000 Penalty: 11151.010742
	Iteration 6Q: 3 clusters Score -1475485 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1475695.000000 Penalty: 11151.010742
	Iteration 7Q: 3 clusters Score -1475695 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1475877.250000 Penalty: 11151.010742
	Iteration 8Q: 3 clusters Score -1475877 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1476016.125000 Penalty: 11151.010742
	Iteration 9Q: 3 clusters Score -1476016 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1476141.375000 Penalty: 11151.010742
	Iteration 10Q: 3 clusters Score -1476141 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1476244.250000 Penalty: 11151.010742
	Iteration 11Q: 3 clusters Score -1476244 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1476308.750000 Penalty: 11151.010742
	Iteration 12Q: 3 clusters Score -1476309 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1476364.250000 Penalty: 11151.010742
	Iteration 13Q: 3 clusters Score -1476364 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1476412.625000 Penalty: 11151.010742
	Iteration 14Q: 3 clusters Score -1476413 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1476449.875000 Penalty: 11151.010742
	Iteration 15Q: 3 clusters Score -1476450 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1476487.875000 Penalty: 11151.010742
	Iteration 16Q: 3 clusters Score -1476488 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1476531.125000 Penalty: 11151.010742
	Iteration 17Q: 3 clusters Score -1476531 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1476567.500000 Penalty: 11151.010742
	Iteration 18Q: 3 clusters Score -1476568 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1476592.000000 Penalty: 11151.010742
	Iteration 19Q: 3 clusters Score -1476592 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1476622.375000 Penalty: 11151.010742
	Iteration 20F: 3 clusters Score -1476622 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1476637.375000 Penalty: 11151.010742
	Iteration 21Q: 3 clusters Score -1476637 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1476653.375000 Penalty: 11151.010742
	Iteration 22Q: 3 clusters Score -1476653 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1476669.750000 Penalty: 11151.010742
	Iteration 23Q: 3 clusters Score -1476670 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1476681.000000 Penalty: 11151.010742
	Iteration 24Q: 3 clusters Score -1476681 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1476689.750000 Penalty: 11151.010742
	Iteration 25Q: 3 clusters Score -1476690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1476694.375000 Penalty: 11151.010742
	Iteration 26Q: 3 clusters Score -1476694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1476704.125000 Penalty: 11151.010742
	Iteration 27Q: 3 clusters Score -1476704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1476709.500000 Penalty: 11151.010742
	Iteration 28Q: 3 clusters Score -1476710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1476709.000000 Penalty: 11151.010742
	Iteration 29Q: 3 clusters Score -1476709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1476708.250000 Penalty: 11151.010742
	Iteration 30Q: 3 clusters Score -1476708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1476711.000000 Penalty: 11151.010742
	Iteration 31Q: 3 clusters Score -1476711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1476711.625000 Penalty: 11151.010742
	Iteration 32Q: 3 clusters Score -1476712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1476711.625000 Penalty: 11151.010742
	Iteration 33F: 3 clusters Score -1476712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (47117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47117 members 
Entering Unmasked Estep 
Score: -8129427.500000 Penalty: 6590.738281
	Iteration 0F: 2 clusters Score -8129428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -8095637.000000 Penalty: 13181.476562
	Iteration 0F: 3 clusters Score -8095637 nChanged 20618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -8106425.000000 Penalty: 13181.476562
	Iteration 1F: 3 clusters Score -8106425 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 22489 members 
Entering Unmasked Estep 
Score: -8107211.500000 Penalty: 13181.476562
	Iteration 2F: 3 clusters Score -8107212 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -8107945.000000 Penalty: 13181.476562
	Iteration 3Q: 3 clusters Score -8107945 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25890 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -8108496.500000 Penalty: 13181.476562
	Iteration 4Q: 3 clusters Score -8108496 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26720 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -8109017.500000 Penalty: 13181.476562
	Iteration 5Q: 3 clusters Score -8109018 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27801 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -8109645.000000 Penalty: 13181.476562
	Iteration 6Q: 3 clusters Score -8109645 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29183 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -8110467.000000 Penalty: 13181.476562
	Iteration 7Q: 3 clusters Score -8110467 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30911 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -8111495.000000 Penalty: 13181.476562
	Iteration 8Q: 3 clusters Score -8111495 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33016 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -8112841.000000 Penalty: 13181.476562
	Iteration 9F: 3 clusters Score -8112841 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35593 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -8114856.000000 Penalty: 13181.476562
	Iteration 10F: 3 clusters Score -8114856 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38398 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -8117193.000000 Penalty: 13181.476562
	Iteration 11F: 3 clusters Score -8117193 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40847 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -8119332.500000 Penalty: 13181.476562
	Iteration 12F: 3 clusters Score -8119332 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42764 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -8120967.000000 Penalty: 13181.476562
	Iteration 13Q: 3 clusters Score -8120967 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44071 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -8122151.000000 Penalty: 13181.476562
	Iteration 14Q: 3 clusters Score -8122151 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44874 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -8122831.000000 Penalty: 13181.476562
	Iteration 15Q: 3 clusters Score -8122831 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45314 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -8123200.000000 Penalty: 13181.476562
	Iteration 16Q: 3 clusters Score -8123200 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45582 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -8123434.000000 Penalty: 13181.476562
	Iteration 17Q: 3 clusters Score -8123434 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45723 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -8123562.000000 Penalty: 13181.476562
	Iteration 18Q: 3 clusters Score -8123562 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45817 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -8123637.500000 Penalty: 13181.476562
	Iteration 19Q: 3 clusters Score -8123638 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45889 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -8123703.500000 Penalty: 13181.476562
	Iteration 20F: 3 clusters Score -8123704 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45950 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -8123738.500000 Penalty: 13181.476562
	Iteration 21Q: 3 clusters Score -8123738 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45987 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -8123798.500000 Penalty: 13181.476562
	Iteration 22Q: 3 clusters Score -8123798 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46012 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -8123833.000000 Penalty: 13181.476562
	Iteration 23Q: 3 clusters Score -8123833 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46028 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -8123862.000000 Penalty: 13181.476562
	Iteration 24Q: 3 clusters Score -8123862 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46043 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -8123866.000000 Penalty: 13181.476562
	Iteration 25Q: 3 clusters Score -8123866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46056 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -8123884.500000 Penalty: 13181.476562
	Iteration 26Q: 3 clusters Score -8123884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46063 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -8123898.500000 Penalty: 13181.476562
	Iteration 27Q: 3 clusters Score -8123898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46068 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -8123897.500000 Penalty: 13181.476562
	Iteration 28Q: 3 clusters Score -8123898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46072 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -8123906.000000 Penalty: 13181.476562
	Iteration 29Q: 3 clusters Score -8123906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46076 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -8123900.000000 Penalty: 13181.476562
	Iteration 30Q: 3 clusters Score -8123900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46082 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -8123907.500000 Penalty: 13181.476562
	Iteration 31Q: 3 clusters Score -8123908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46089 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -8123932.500000 Penalty: 13181.476562
	Iteration 32Q: 3 clusters Score -8123932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46095 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -8123938.500000 Penalty: 13181.476562
	Iteration 33Q: 3 clusters Score -8123938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46104 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -8123950.000000 Penalty: 13181.476562
	Iteration 34Q: 3 clusters Score -8123950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46112 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -8123961.500000 Penalty: 13181.476562
	Iteration 35Q: 3 clusters Score -8123962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46111 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -8123960.500000 Penalty: 13181.476562
	Iteration 36Q: 3 clusters Score -8123960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46110 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -8123968.000000 Penalty: 13181.476562
	Iteration 37Q: 3 clusters Score -8123968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46110 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -8123968.000000 Penalty: 13181.476562
	Iteration 38F: 3 clusters Score -8123968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Entering Unmasked Estep 
Score: -312773.062500 Penalty: 4633.096191
	Iteration 0F: 2 clusters Score -312773.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -307810.625000 Penalty: 9266.192383
	Iteration 0F: 3 clusters Score -307810.6 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -308457.281250 Penalty: 9266.192383
	Iteration 1F: 3 clusters Score -308457.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -308739.687500 Penalty: 9266.192383
	Iteration 2F: 3 clusters Score -308739.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -308922.343750 Penalty: 9266.192383
	Iteration 3Q: 3 clusters Score -308922.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -309023.093750 Penalty: 9266.192383
	Iteration 4Q: 3 clusters Score -309023.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -309089.375000 Penalty: 9266.192383
	Iteration 5Q: 3 clusters Score -309089.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -309130.750000 Penalty: 9266.192383
	Iteration 6Q: 3 clusters Score -309130.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -309167.812500 Penalty: 9266.192383
	Iteration 7Q: 3 clusters Score -309167.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -309195.343750 Penalty: 9266.192383
	Iteration 8Q: 3 clusters Score -309195.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -309215.562500 Penalty: 9266.192383
	Iteration 9Q: 3 clusters Score -309215.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -309226.906250 Penalty: 9266.192383
	Iteration 10Q: 3 clusters Score -309226.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -309233.406250 Penalty: 9266.192383
	Iteration 11Q: 3 clusters Score -309233.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -309235.312500 Penalty: 9266.192383
	Iteration 12Q: 3 clusters Score -309235.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -309245.062500 Penalty: 9266.192383
	Iteration 13Q: 3 clusters Score -309245.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -309255.031250 Penalty: 9266.192383
	Iteration 14Q: 3 clusters Score -309255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -309275.375000 Penalty: 9266.192383
	Iteration 15Q: 3 clusters Score -309275.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -309300.875000 Penalty: 9266.192383
	Iteration 16Q: 3 clusters Score -309300.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -309326.718750 Penalty: 9266.192383
	Iteration 17Q: 3 clusters Score -309326.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -309342.093750 Penalty: 9266.192383
	Iteration 18Q: 3 clusters Score -309342.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -309350.875000 Penalty: 9266.192383
	Iteration 19Q: 3 clusters Score -309350.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -309356.875000 Penalty: 9266.192383
	Iteration 20F: 3 clusters Score -309356.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -309368.468750 Penalty: 9266.192383
	Iteration 21Q: 3 clusters Score -309368.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -309373.937500 Penalty: 9266.192383
	Iteration 22Q: 3 clusters Score -309373.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -309380.562500 Penalty: 9266.192383
	Iteration 23Q: 3 clusters Score -309380.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -309391.906250 Penalty: 9266.192383
	Iteration 24Q: 3 clusters Score -309391.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -309408.781250 Penalty: 9266.192383
	Iteration 25Q: 3 clusters Score -309408.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -309422.343750 Penalty: 9266.192383
	Iteration 26Q: 3 clusters Score -309422.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -309433.187500 Penalty: 9266.192383
	Iteration 27Q: 3 clusters Score -309433.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -309440.656250 Penalty: 9266.192383
	Iteration 28Q: 3 clusters Score -309440.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -309446.406250 Penalty: 9266.192383
	Iteration 29Q: 3 clusters Score -309446.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -309447.812500 Penalty: 9266.192383
	Iteration 30Q: 3 clusters Score -309447.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -309447.812500 Penalty: 9266.192383
	Iteration 31F: 3 clusters Score -309447.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Entering Unmasked Estep 
Score: -3663252.000000 Penalty: 6099.318359
	Iteration 0F: 2 clusters Score -3663252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -3646115.750000 Penalty: 12198.636719
	Iteration 0F: 3 clusters Score -3646116 nChanged 8601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -3651103.000000 Penalty: 12198.636719
	Iteration 1F: 3 clusters Score -3651103 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -3652210.500000 Penalty: 12198.636719
	Iteration 2F: 3 clusters Score -3652210 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -3653077.250000 Penalty: 12198.636719
	Iteration 3F: 3 clusters Score -3653077 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -3653848.500000 Penalty: 12198.636719
	Iteration 4F: 3 clusters Score -3653848 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -3654651.250000 Penalty: 12198.636719
	Iteration 5F: 3 clusters Score -3654651 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -3655594.500000 Penalty: 12198.636719
	Iteration 6F: 3 clusters Score -3655594 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -3656563.250000 Penalty: 12198.636719
	Iteration 7F: 3 clusters Score -3656563 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -3657492.750000 Penalty: 12198.636719
	Iteration 8F: 3 clusters Score -3657493 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -3658283.250000 Penalty: 12198.636719
	Iteration 9Q: 3 clusters Score -3658283 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -3658812.250000 Penalty: 12198.636719
	Iteration 10Q: 3 clusters Score -3658812 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -3659196.500000 Penalty: 12198.636719
	Iteration 11Q: 3 clusters Score -3659196 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -3659457.250000 Penalty: 12198.636719
	Iteration 12Q: 3 clusters Score -3659457 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -3659596.750000 Penalty: 12198.636719
	Iteration 13Q: 3 clusters Score -3659597 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -3659694.250000 Penalty: 12198.636719
	Iteration 14Q: 3 clusters Score -3659694 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -3659754.750000 Penalty: 12198.636719
	Iteration 15Q: 3 clusters Score -3659755 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -3659803.000000 Penalty: 12198.636719
	Iteration 16Q: 3 clusters Score -3659803 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -3659842.000000 Penalty: 12198.636719
	Iteration 17Q: 3 clusters Score -3659842 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -3659887.000000 Penalty: 12198.636719
	Iteration 18Q: 3 clusters Score -3659887 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -3659911.250000 Penalty: 12198.636719
	Iteration 19Q: 3 clusters Score -3659911 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -3659932.000000 Penalty: 12198.636719
	Iteration 20F: 3 clusters Score -3659932 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -3659948.500000 Penalty: 12198.636719
	Iteration 21Q: 3 clusters Score -3659948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -3659954.500000 Penalty: 12198.636719
	Iteration 22Q: 3 clusters Score -3659954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -3659963.000000 Penalty: 12198.636719
	Iteration 23Q: 3 clusters Score -3659963 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -3659976.250000 Penalty: 12198.636719
	Iteration 24Q: 3 clusters Score -3659976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -3659979.750000 Penalty: 12198.636719
	Iteration 25Q: 3 clusters Score -3659980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -3659990.250000 Penalty: 12198.636719
	Iteration 26Q: 3 clusters Score -3659990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -3659995.750000 Penalty: 12198.636719
	Iteration 27Q: 3 clusters Score -3659996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -3660005.500000 Penalty: 12198.636719
	Iteration 28Q: 3 clusters Score -3660006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -3660012.750000 Penalty: 12198.636719
	Iteration 29Q: 3 clusters Score -3660013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -3660012.750000 Penalty: 12198.636719
	Iteration 30Q: 3 clusters Score -3660013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -3660019.500000 Penalty: 12198.636719
	Iteration 31Q: 3 clusters Score -3660020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3660022.250000 Penalty: 12198.636719
	Iteration 32Q: 3 clusters Score -3660022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -3660019.500000 Penalty: 12198.636719
	Iteration 33Q: 3 clusters Score -3660020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -3660018.000000 Penalty: 12198.636719
	Iteration 34Q: 3 clusters Score -3660018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -3660025.000000 Penalty: 12198.636719
	Iteration 35Q: 3 clusters Score -3660025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3660027.250000 Penalty: 12198.636719
	Iteration 36Q: 3 clusters Score -3660027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -3660024.250000 Penalty: 12198.636719
	Iteration 37Q: 3 clusters Score -3660024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -3660024.250000 Penalty: 12198.636719
	Iteration 38Q: 3 clusters Score -3660024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -3660024.500000 Penalty: 12198.636719
	Iteration 39Q: 3 clusters Score -3660024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -3660024.500000 Penalty: 12198.636719
	Iteration 40F: 3 clusters Score -3660024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Entering Unmasked Estep 
Score: -1007612.625000 Penalty: 5352.278809
	Iteration 0F: 2 clusters Score -1007613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -999747.375000 Penalty: 10704.557617
	Iteration 0F: 3 clusters Score -999747.4 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1001353.875000 Penalty: 10704.557617
	Iteration 1F: 3 clusters Score -1001354 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1002114.312500 Penalty: 10704.557617
	Iteration 2F: 3 clusters Score -1002114 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1002726.875000 Penalty: 10704.557617
	Iteration 3F: 3 clusters Score -1002727 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1003390.000000 Penalty: 10704.557617
	Iteration 4F: 3 clusters Score -1003390 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1004024.062500 Penalty: 10704.557617
	Iteration 5F: 3 clusters Score -1004024 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1004500.875000 Penalty: 10704.557617
	Iteration 6F: 3 clusters Score -1004501 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1004811.062500 Penalty: 10704.557617
	Iteration 7Q: 3 clusters Score -1004811 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1004995.375000 Penalty: 10704.557617
	Iteration 8Q: 3 clusters Score -1004995 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1005102.312500 Penalty: 10704.557617
	Iteration 9Q: 3 clusters Score -1005102 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1005161.687500 Penalty: 10704.557617
	Iteration 10Q: 3 clusters Score -1005162 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1005204.812500 Penalty: 10704.557617
	Iteration 11Q: 3 clusters Score -1005205 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1005229.750000 Penalty: 10704.557617
	Iteration 12Q: 3 clusters Score -1005230 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1005253.000000 Penalty: 10704.557617
	Iteration 13Q: 3 clusters Score -1005253 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1005274.750000 Penalty: 10704.557617
	Iteration 14Q: 3 clusters Score -1005275 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1005290.375000 Penalty: 10704.557617
	Iteration 15Q: 3 clusters Score -1005290 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1005305.937500 Penalty: 10704.557617
	Iteration 16Q: 3 clusters Score -1005306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1005317.812500 Penalty: 10704.557617
	Iteration 17Q: 3 clusters Score -1005318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1005327.687500 Penalty: 10704.557617
	Iteration 18Q: 3 clusters Score -1005328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1005333.375000 Penalty: 10704.557617
	Iteration 19Q: 3 clusters Score -1005333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1005335.812500 Penalty: 10704.557617
	Iteration 20F: 3 clusters Score -1005336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1005339.750000 Penalty: 10704.557617
	Iteration 21Q: 3 clusters Score -1005340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1005339.562500 Penalty: 10704.557617
	Iteration 22Q: 3 clusters Score -1005340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1005343.062500 Penalty: 10704.557617
	Iteration 23Q: 3 clusters Score -1005343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1005345.062500 Penalty: 10704.557617
	Iteration 24Q: 3 clusters Score -1005345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1005343.687500 Penalty: 10704.557617
	Iteration 25Q: 3 clusters Score -1005344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1005344.062500 Penalty: 10704.557617
	Iteration 26Q: 3 clusters Score -1005344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1005344.062500 Penalty: 10704.557617
	Iteration 27F: 3 clusters Score -1005344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (205945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205945 members 
Entering Unmasked Estep 
Score: -35505828.000000 Penalty: 7494.160645
	Iteration 0F: 2 clusters Score -3.550583e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103183 members 
Mstep: Class 2 contains 102762 members 
Entering Unmasked Estep 
Score: -35368496.000000 Penalty: 14988.321289
	Iteration 0F: 3 clusters Score -3.53685e+07 nChanged 96581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105198 members 
Mstep: Class 2 contains 100747 members 
Entering Unmasked Estep 
Score: -35422856.000000 Penalty: 14988.321289
	Iteration 1F: 3 clusters Score -3.542286e+07 nChanged 6503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106395 members 
Mstep: Class 2 contains 99550 members 
Entering Unmasked Estep 
Score: -35424412.000000 Penalty: 14988.321289
	Iteration 2Q: 3 clusters Score -3.542441e+07 nChanged 6375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108240 members 
Mstep: Class 2 contains 97705 members 
Entering Unmasked Estep 
Score: -35425908.000000 Penalty: 14988.321289
	Iteration 3Q: 3 clusters Score -3.542591e+07 nChanged 6637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110927 members 
Mstep: Class 2 contains 95018 members 
Entering Unmasked Estep 
Score: -35427648.000000 Penalty: 14988.321289
	Iteration 4Q: 3 clusters Score -3.542765e+07 nChanged 7335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114804 members 
Mstep: Class 2 contains 91141 members 
Entering Unmasked Estep 
Score: -35430252.000000 Penalty: 14988.321289
	Iteration 5Q: 3 clusters Score -3.543025e+07 nChanged 8444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120174 members 
Mstep: Class 2 contains 85771 members 
Entering Unmasked Estep 
Score: -35433888.000000 Penalty: 14988.321289
	Iteration 6Q: 3 clusters Score -3.543389e+07 nChanged 9785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127391 members 
Mstep: Class 2 contains 78554 members 
Entering Unmasked Estep 
Score: -35439396.000000 Penalty: 14988.321289
	Iteration 7Q: 3 clusters Score -3.54394e+07 nChanged 11015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136418 members 
Mstep: Class 2 contains 69527 members 
Entering Unmasked Estep 
Score: -35446268.000000 Penalty: 14988.321289
	Iteration 8F: 3 clusters Score -3.544627e+07 nChanged 12102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147260 members 
Mstep: Class 2 contains 58685 members 
Entering Unmasked Estep 
Score: -35454316.000000 Penalty: 14988.321289
	Iteration 9F: 3 clusters Score -3.545432e+07 nChanged 12800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159398 members 
Mstep: Class 2 contains 46547 members 
Entering Unmasked Estep 
Score: -35463792.000000 Penalty: 14988.321289
	Iteration 10F: 3 clusters Score -3.546379e+07 nChanged 12708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171850 members 
Mstep: Class 2 contains 34095 members 
Entering Unmasked Estep 
Score: -35473876.000000 Penalty: 14988.321289
	Iteration 11F: 3 clusters Score -3.547388e+07 nChanged 11070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182824 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -35482808.000000 Penalty: 14988.321289
	Iteration 12F: 3 clusters Score -3.548281e+07 nChanged 8280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191068 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -35489520.000000 Penalty: 14988.321289
	Iteration 13Q: 3 clusters Score -3.548952e+07 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196530 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -35493852.000000 Penalty: 14988.321289
	Iteration 14Q: 3 clusters Score -3.549385e+07 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199887 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -35496448.000000 Penalty: 14988.321289
	Iteration 15Q: 3 clusters Score -3.549645e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201712 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -35497776.000000 Penalty: 14988.321289
	Iteration 16Q: 3 clusters Score -3.549778e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202731 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -35498480.000000 Penalty: 14988.321289
	Iteration 17Q: 3 clusters Score -3.549848e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203295 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -35498900.000000 Penalty: 14988.321289
	Iteration 18Q: 3 clusters Score -3.54989e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203633 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -35499180.000000 Penalty: 14988.321289
	Iteration 19Q: 3 clusters Score -3.549918e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203871 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -35499340.000000 Penalty: 14988.321289
	Iteration 20F: 3 clusters Score -3.549934e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204024 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -35499432.000000 Penalty: 14988.321289
	Iteration 21Q: 3 clusters Score -3.549943e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204106 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -35499568.000000 Penalty: 14988.321289
	Iteration 22Q: 3 clusters Score -3.549957e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204177 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -35499588.000000 Penalty: 14988.321289
	Iteration 23Q: 3 clusters Score -3.549959e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204234 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -35499628.000000 Penalty: 14988.321289
	Iteration 24Q: 3 clusters Score -3.549963e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204288 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -35499688.000000 Penalty: 14988.321289
	Iteration 25Q: 3 clusters Score -3.549969e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204323 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -35499692.000000 Penalty: 14988.321289
	Iteration 26Q: 3 clusters Score -3.549969e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204349 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -35499704.000000 Penalty: 14988.321289
	Iteration 27Q: 3 clusters Score -3.54997e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204373 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -35499736.000000 Penalty: 14988.321289
	Iteration 28Q: 3 clusters Score -3.549974e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204390 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -35499716.000000 Penalty: 14988.321289
	Iteration 29Q: 3 clusters Score -3.549972e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204416 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -35499748.000000 Penalty: 14988.321289
	Iteration 30Q: 3 clusters Score -3.549975e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204428 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -35499748.000000 Penalty: 14988.321289
	Iteration 31Q: 3 clusters Score -3.549975e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204439 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -35499768.000000 Penalty: 14988.321289
	Iteration 32Q: 3 clusters Score -3.549977e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204449 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -35499776.000000 Penalty: 14988.321289
	Iteration 33Q: 3 clusters Score -3.549978e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204453 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -35499780.000000 Penalty: 14988.321289
	Iteration 34Q: 3 clusters Score -3.549978e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204461 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -35499764.000000 Penalty: 14988.321289
	Iteration 35Q: 3 clusters Score -3.549976e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204467 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -35499784.000000 Penalty: 14988.321289
	Iteration 36Q: 3 clusters Score -3.549978e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204474 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -35499780.000000 Penalty: 14988.321289
	Iteration 37Q: 3 clusters Score -3.549978e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204479 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -35499792.000000 Penalty: 14988.321289
	Iteration 38Q: 3 clusters Score -3.549979e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204480 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -35499776.000000 Penalty: 14988.321289
	Iteration 39Q: 3 clusters Score -3.549978e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204480 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -35499776.000000 Penalty: 14988.321289
	Iteration 40F: 3 clusters Score -3.549978e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (92691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92691 members 
Entering Unmasked Estep 
Score: -15634761.000000 Penalty: 7005.179199
	Iteration 0F: 2 clusters Score -1.563476e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46360 members 
Mstep: Class 2 contains 46331 members 
Entering Unmasked Estep 
Score: -15571317.000000 Penalty: 14010.358398
	Iteration 0F: 3 clusters Score -1.557132e+07 nChanged 42045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45957 members 
Mstep: Class 2 contains 46734 members 
Entering Unmasked Estep 
Score: -15594262.000000 Penalty: 14010.358398
	Iteration 1F: 3 clusters Score -1.559426e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45719 members 
Mstep: Class 2 contains 46972 members 
Entering Unmasked Estep 
Score: -15595198.000000 Penalty: 14010.358398
	Iteration 2Q: 3 clusters Score -1.55952e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45303 members 
Mstep: Class 2 contains 47388 members 
Entering Unmasked Estep 
Score: -15596031.000000 Penalty: 14010.358398
	Iteration 3Q: 3 clusters Score -1.559603e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44724 members 
Mstep: Class 2 contains 47967 members 
Entering Unmasked Estep 
Score: -15596714.000000 Penalty: 14010.358398
	Iteration 4Q: 3 clusters Score -1.559671e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43928 members 
Mstep: Class 2 contains 48763 members 
Entering Unmasked Estep 
Score: -15597414.000000 Penalty: 14010.358398
	Iteration 5Q: 3 clusters Score -1.559741e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42895 members 
Mstep: Class 2 contains 49796 members 
Entering Unmasked Estep 
Score: -15598359.000000 Penalty: 14010.358398
	Iteration 6Q: 3 clusters Score -1.559836e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41347 members 
Mstep: Class 2 contains 51344 members 
Entering Unmasked Estep 
Score: -15599462.000000 Penalty: 14010.358398
	Iteration 7Q: 3 clusters Score -1.559946e+07 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39299 members 
Mstep: Class 2 contains 53392 members 
Entering Unmasked Estep 
Score: -15600858.000000 Penalty: 14010.358398
	Iteration 8Q: 3 clusters Score -1.560086e+07 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36631 members 
Mstep: Class 2 contains 56060 members 
Entering Unmasked Estep 
Score: -15602698.000000 Penalty: 14010.358398
	Iteration 9Q: 3 clusters Score -1.56027e+07 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33229 members 
Mstep: Class 2 contains 59462 members 
Entering Unmasked Estep 
Score: -15605075.000000 Penalty: 14010.358398
	Iteration 10F: 3 clusters Score -1.560508e+07 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29333 members 
Mstep: Class 2 contains 63358 members 
Entering Unmasked Estep 
Score: -15607792.000000 Penalty: 14010.358398
	Iteration 11F: 3 clusters Score -1.560779e+07 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 67436 members 
Entering Unmasked Estep 
Score: -15610597.000000 Penalty: 14010.358398
	Iteration 12F: 3 clusters Score -1.56106e+07 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 71304 members 
Entering Unmasked Estep 
Score: -15612982.000000 Penalty: 14010.358398
	Iteration 13Q: 3 clusters Score -1.561298e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 74807 members 
Entering Unmasked Estep 
Score: -15615005.000000 Penalty: 14010.358398
	Iteration 14Q: 3 clusters Score -1.5615e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 78004 members 
Entering Unmasked Estep 
Score: -15616900.000000 Penalty: 14010.358398
	Iteration 15Q: 3 clusters Score -1.56169e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 81012 members 
Entering Unmasked Estep 
Score: -15619188.000000 Penalty: 14010.358398
	Iteration 16Q: 3 clusters Score -1.561919e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 84006 members 
Entering Unmasked Estep 
Score: -15621759.000000 Penalty: 14010.358398
	Iteration 17Q: 3 clusters Score -1.562176e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 86801 members 
Entering Unmasked Estep 
Score: -15624782.000000 Penalty: 14010.358398
	Iteration 18Q: 3 clusters Score -1.562478e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 88960 members 
Entering Unmasked Estep 
Score: -15626855.000000 Penalty: 14010.358398
	Iteration 19Q: 3 clusters Score -1.562686e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 90182 members 
Entering Unmasked Estep 
Score: -15627909.000000 Penalty: 14010.358398
	Iteration 20F: 3 clusters Score -1.562791e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 90794 members 
Entering Unmasked Estep 
Score: -15628449.000000 Penalty: 14010.358398
	Iteration 21Q: 3 clusters Score -1.562845e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 91087 members 
Entering Unmasked Estep 
Score: -15628653.000000 Penalty: 14010.358398
	Iteration 22Q: 3 clusters Score -1.562865e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 91255 members 
Entering Unmasked Estep 
Score: -15628799.000000 Penalty: 14010.358398
	Iteration 23Q: 3 clusters Score -1.56288e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 91358 members 
Entering Unmasked Estep 
Score: -15628865.000000 Penalty: 14010.358398
	Iteration 24Q: 3 clusters Score -1.562886e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 91421 members 
Entering Unmasked Estep 
Score: -15628905.000000 Penalty: 14010.358398
	Iteration 25Q: 3 clusters Score -1.56289e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 91467 members 
Entering Unmasked Estep 
Score: -15628919.000000 Penalty: 14010.358398
	Iteration 26Q: 3 clusters Score -1.562892e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 91501 members 
Entering Unmasked Estep 
Score: -15628953.000000 Penalty: 14010.358398
	Iteration 27Q: 3 clusters Score -1.562895e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 91524 members 
Entering Unmasked Estep 
Score: -15628970.000000 Penalty: 14010.358398
	Iteration 28Q: 3 clusters Score -1.562897e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 91541 members 
Entering Unmasked Estep 
Score: -15628990.000000 Penalty: 14010.358398
	Iteration 29Q: 3 clusters Score -1.562899e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 91562 members 
Entering Unmasked Estep 
Score: -15628997.000000 Penalty: 14010.358398
	Iteration 30Q: 3 clusters Score -1.5629e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 91576 members 
Entering Unmasked Estep 
Score: -15629008.000000 Penalty: 14010.358398
	Iteration 31Q: 3 clusters Score -1.562901e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 91585 members 
Entering Unmasked Estep 
Score: -15629025.000000 Penalty: 14010.358398
	Iteration 32Q: 3 clusters Score -1.562902e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 91592 members 
Entering Unmasked Estep 
Score: -15629015.000000 Penalty: 14010.358398
	Iteration 33Q: 3 clusters Score -1.562902e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 91597 members 
Entering Unmasked Estep 
Score: -15629035.000000 Penalty: 14010.358398
	Iteration 34Q: 3 clusters Score -1.562904e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 91600 members 
Entering Unmasked Estep 
Score: -15629045.000000 Penalty: 14010.358398
	Iteration 35Q: 3 clusters Score -1.562904e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 91604 members 
Entering Unmasked Estep 
Score: -15629037.000000 Penalty: 14010.358398
	Iteration 36Q: 3 clusters Score -1.562904e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 91607 members 
Entering Unmasked Estep 
Score: -15629049.000000 Penalty: 14010.358398
	Iteration 37Q: 3 clusters Score -1.562905e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 91609 members 
Entering Unmasked Estep 
Score: -15629025.000000 Penalty: 14010.358398
	Iteration 38Q: 3 clusters Score -1.562902e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 91611 members 
Entering Unmasked Estep 
Score: -15629048.000000 Penalty: 14010.358398
	Iteration 39Q: 3 clusters Score -1.562905e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 91613 members 
Entering Unmasked Estep 
Score: -15629048.000000 Penalty: 14010.358398
	Iteration 40F: 3 clusters Score -1.562905e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 91612 members 
Entering Unmasked Estep 
Score: -15629054.000000 Penalty: 14010.358398
	Iteration 41Q: 3 clusters Score -1.562905e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 91613 members 
Entering Unmasked Estep 
Score: -15629056.000000 Penalty: 14010.358398
	Iteration 42Q: 3 clusters Score -1.562906e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 91614 members 
Entering Unmasked Estep 
Score: -15629044.000000 Penalty: 14010.358398
	Iteration 43Q: 3 clusters Score -1.562904e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 91619 members 
Entering Unmasked Estep 
Score: -15629067.000000 Penalty: 14010.358398
	Iteration 44Q: 3 clusters Score -1.562907e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 91622 members 
Entering Unmasked Estep 
Score: -15629051.000000 Penalty: 14010.358398
	Iteration 45Q: 3 clusters Score -1.562905e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 91625 members 
Entering Unmasked Estep 
Score: -15629054.000000 Penalty: 14010.358398
	Iteration 46Q: 3 clusters Score -1.562905e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 91624 members 
Entering Unmasked Estep 
Score: -15629057.000000 Penalty: 14010.358398
	Iteration 47Q: 3 clusters Score -1.562906e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 91625 members 
Entering Unmasked Estep 
Score: -15629062.000000 Penalty: 14010.358398
	Iteration 48Q: 3 clusters Score -1.562906e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 91626 members 
Entering Unmasked Estep 
Score: -15629067.000000 Penalty: 14010.358398
	Iteration 49Q: 3 clusters Score -1.562907e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 91627 members 
Entering Unmasked Estep 
Score: -15629053.000000 Penalty: 14010.358398
	Iteration 50Q: 3 clusters Score -1.562905e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 91628 members 
Entering Unmasked Estep 
Score: -15629063.000000 Penalty: 14010.358398
	Iteration 51Q: 3 clusters Score -1.562906e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 91629 members 
Entering Unmasked Estep 
Score: -15629054.000000 Penalty: 14010.358398
	Iteration 52Q: 3 clusters Score -1.562905e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 91629 members 
Entering Unmasked Estep 
Score: -15629054.000000 Penalty: 14010.358398
	Iteration 53F: 3 clusters Score -1.562905e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Entering Unmasked Estep 
Score: -363016.562500 Penalty: 4744.344238
	Iteration 0F: 2 clusters Score -363016.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -357788.437500 Penalty: 9488.688477
	Iteration 0F: 3 clusters Score -357788.4 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -358524.562500 Penalty: 9488.688477
	Iteration 1F: 3 clusters Score -358524.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -358943.500000 Penalty: 9488.688477
	Iteration 2F: 3 clusters Score -358943.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -359487.562500 Penalty: 9488.688477
	Iteration 3F: 3 clusters Score -359487.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -360140.656250 Penalty: 9488.688477
	Iteration 4F: 3 clusters Score -360140.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -361069.093750 Penalty: 9488.688477
	Iteration 5F: 3 clusters Score -361069.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -361859.593750 Penalty: 9488.688477
	Iteration 6F: 3 clusters Score -361859.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -362610.187500 Penalty: 9488.688477
	Iteration 7F: 3 clusters Score -362610.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -363966.625000 Penalty: 9488.688477
	Iteration 8F: 3 clusters Score -363966.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -364619.250000 Penalty: 9488.688477
	Iteration 9Q: 3 clusters Score -364619.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -364771.750000 Penalty: 9488.688477
	Iteration 10Q: 3 clusters Score -364771.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -364896.062500 Penalty: 9488.688477
	Iteration 11Q: 3 clusters Score -364896.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -365011.343750 Penalty: 9488.688477
	Iteration 12Q: 3 clusters Score -365011.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -365122.218750 Penalty: 9488.688477
	Iteration 13Q: 3 clusters Score -365122.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -365143.906250 Penalty: 9488.688477
	Iteration 14Q: 3 clusters Score -365143.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -365143.968750 Penalty: 9488.688477
	Iteration 15F: 3 clusters Score -365144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -365182.062500 Penalty: 9488.688477
	Iteration 16Q: 3 clusters Score -365182.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -365182.062500 Penalty: 9488.688477
	Iteration 17F: 3 clusters Score -365182.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 37185 members 
Mstep: Class 3 contains 543642 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36100 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 247713 members 
Mstep: Class 8 contains 12522 members 
Mstep: Class 9 contains 45884 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33304 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8981 members 
Mstep: Class 14 contains 47117 members 
Mstep: Class 15 contains 1928 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6238 members 
Mstep: Class 18 contains 205945 members 
Mstep: Class 19 contains 92691 members 
Mstep: Class 20 contains 768 members 
Mstep: Class 21 contains 2540 members 
Mstep: Class 22 contains 391 members 
Mstep: Class 23 contains 1544 members 
Entering Unmasked Estep 
Score: -233324720.000000 Penalty: 199104.828125
Splitting cluster 20 changes total score from -233326912.000000 to -233324720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (2540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Entering Unmasked Estep 
Score: -435218.437500 Penalty: 4801.950684
	Iteration 0F: 2 clusters Score -435218.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -429749.031250 Penalty: 9603.901367
	Iteration 0F: 3 clusters Score -429749 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -430409.750000 Penalty: 9603.901367
	Iteration 1F: 3 clusters Score -430409.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -430603.656250 Penalty: 9603.901367
	Iteration 2F: 3 clusters Score -430603.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -430696.906250 Penalty: 9603.901367
	Iteration 3Q: 3 clusters Score -430696.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -430767.843750 Penalty: 9603.901367
	Iteration 4Q: 3 clusters Score -430767.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -430825.625000 Penalty: 9603.901367
	Iteration 5Q: 3 clusters Score -430825.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -430866.375000 Penalty: 9603.901367
	Iteration 6Q: 3 clusters Score -430866.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -430896.781250 Penalty: 9603.901367
	Iteration 7Q: 3 clusters Score -430896.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -430917.406250 Penalty: 9603.901367
	Iteration 8Q: 3 clusters Score -430917.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -430928.687500 Penalty: 9603.901367
	Iteration 9Q: 3 clusters Score -430928.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -430936.593750 Penalty: 9603.901367
	Iteration 10Q: 3 clusters Score -430936.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -430945.281250 Penalty: 9603.901367
	Iteration 11Q: 3 clusters Score -430945.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -430955.187500 Penalty: 9603.901367
	Iteration 12Q: 3 clusters Score -430955.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -430960.125000 Penalty: 9603.901367
	Iteration 13Q: 3 clusters Score -430960.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -430963.281250 Penalty: 9603.901367
	Iteration 14Q: 3 clusters Score -430963.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -430965.406250 Penalty: 9603.901367
	Iteration 15Q: 3 clusters Score -430965.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -430969.093750 Penalty: 9603.901367
	Iteration 16Q: 3 clusters Score -430969.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -430970.500000 Penalty: 9603.901367
	Iteration 17Q: 3 clusters Score -430970.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -430971.468750 Penalty: 9603.901367
	Iteration 18Q: 3 clusters Score -430971.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -430972.437500 Penalty: 9603.901367
	Iteration 19Q: 3 clusters Score -430972.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -430974.281250 Penalty: 9603.901367
	Iteration 20F: 3 clusters Score -430974.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -430974.500000 Penalty: 9603.901367
	Iteration 21Q: 3 clusters Score -430974.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -430975.031250 Penalty: 9603.901367
	Iteration 22Q: 3 clusters Score -430975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -430976.375000 Penalty: 9603.901367
	Iteration 23Q: 3 clusters Score -430976.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -430976.375000 Penalty: 9603.901367
	Iteration 24F: 3 clusters Score -430976.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Entering Unmasked Estep 
Score: -55187.828125 Penalty: 3655.833496
	Iteration 0F: 2 clusters Score -55187.83 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 180 members 
Entering Unmasked Estep 
Score: -52138.875000 Penalty: 7311.666992
	Iteration 0F: 3 clusters Score -52138.88 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -52320.515625 Penalty: 7311.666992
	Iteration 1F: 3 clusters Score -52320.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -52374.726562 Penalty: 7311.666992
	Iteration 2Q: 3 clusters Score -52374.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -52388.816406 Penalty: 7311.666992
	Iteration 3Q: 3 clusters Score -52388.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -52388.816406 Penalty: 7311.666992
	Iteration 4F: 3 clusters Score -52388.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 37185 members 
Mstep: Class 3 contains 543642 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36100 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 247713 members 
Mstep: Class 8 contains 12522 members 
Mstep: Class 9 contains 45884 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33304 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8981 members 
Mstep: Class 14 contains 47117 members 
Mstep: Class 15 contains 1928 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6238 members 
Mstep: Class 18 contains 205945 members 
Mstep: Class 19 contains 92691 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2540 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326976.000000 Penalty: 190448.093750
Iteration 239Q: 23 clusters Score -2.33327e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 37185 members 
Mstep: Class 3 contains 543669 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36099 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 247690 members 
Mstep: Class 8 contains 12522 members 
Mstep: Class 9 contains 45883 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33305 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8982 members 
Mstep: Class 14 contains 47116 members 
Mstep: Class 15 contains 1928 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6238 members 
Mstep: Class 18 contains 205945 members 
Mstep: Class 19 contains 92688 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2540 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326880.000000 Penalty: 190448.093750
Iteration 240F: 23 clusters Score -2.333269e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 37186 members 
Mstep: Class 3 contains 543683 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36099 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 247669 members 
Mstep: Class 8 contains 12522 members 
Mstep: Class 9 contains 45886 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33305 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8983 members 
Mstep: Class 14 contains 47117 members 
Mstep: Class 15 contains 1928 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6238 members 
Mstep: Class 18 contains 205947 members 
Mstep: Class 19 contains 92686 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2540 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326864.000000 Penalty: 190448.093750
Iteration 241Q: 23 clusters Score -2.333269e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 37186 members 
Mstep: Class 3 contains 543693 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36100 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 247660 members 
Mstep: Class 8 contains 12522 members 
Mstep: Class 9 contains 45886 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33306 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8983 members 
Mstep: Class 14 contains 47117 members 
Mstep: Class 15 contains 1928 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6238 members 
Mstep: Class 18 contains 205947 members 
Mstep: Class 19 contains 92684 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2540 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326960.000000 Penalty: 190448.093750
Iteration 242Q: 23 clusters Score -2.33327e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 37186 members 
Mstep: Class 3 contains 543712 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36100 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 247639 members 
Mstep: Class 8 contains 12521 members 
Mstep: Class 9 contains 45889 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33308 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8983 members 
Mstep: Class 14 contains 47117 members 
Mstep: Class 15 contains 1928 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6238 members 
Mstep: Class 18 contains 205947 members 
Mstep: Class 19 contains 92682 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2540 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326848.000000 Penalty: 190448.093750
Iteration 243Q: 23 clusters Score -2.333268e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 37186 members 
Mstep: Class 3 contains 543734 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36100 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 247624 members 
Mstep: Class 8 contains 12518 members 
Mstep: Class 9 contains 45890 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33309 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8983 members 
Mstep: Class 14 contains 47114 members 
Mstep: Class 15 contains 1928 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6238 members 
Mstep: Class 18 contains 205946 members 
Mstep: Class 19 contains 92680 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2540 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326656.000000 Penalty: 190448.093750
Iteration 244Q: 23 clusters Score -2.333267e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 37189 members 
Mstep: Class 3 contains 543746 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36103 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 247602 members 
Mstep: Class 8 contains 12517 members 
Mstep: Class 9 contains 45892 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33312 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8983 members 
Mstep: Class 14 contains 47113 members 
Mstep: Class 15 contains 1928 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6238 members 
Mstep: Class 18 contains 205947 members 
Mstep: Class 19 contains 92680 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2540 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326768.000000 Penalty: 190448.093750
Iteration 245Q: 23 clusters Score -2.333268e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 37192 members 
Mstep: Class 3 contains 543756 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36105 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 247590 members 
Mstep: Class 8 contains 12517 members 
Mstep: Class 9 contains 45890 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33316 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8983 members 
Mstep: Class 14 contains 47113 members 
Mstep: Class 15 contains 1928 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6237 members 
Mstep: Class 18 contains 205945 members 
Mstep: Class 19 contains 92678 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2540 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326800.000000 Penalty: 190448.093750
Iteration 246Q: 23 clusters Score -2.333268e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 37193 members 
Mstep: Class 3 contains 543761 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36109 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 247575 members 
Mstep: Class 8 contains 12514 members 
Mstep: Class 9 contains 45896 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33317 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8983 members 
Mstep: Class 14 contains 47113 members 
Mstep: Class 15 contains 1928 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6237 members 
Mstep: Class 18 contains 205948 members 
Mstep: Class 19 contains 92676 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2540 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326688.000000 Penalty: 190448.093750
Iteration 247Q: 23 clusters Score -2.333267e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 37193 members 
Mstep: Class 3 contains 543770 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36110 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 247561 members 
Mstep: Class 8 contains 12514 members 
Mstep: Class 9 contains 45901 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33317 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8983 members 
Mstep: Class 14 contains 47112 members 
Mstep: Class 15 contains 1928 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6237 members 
Mstep: Class 18 contains 205949 members 
Mstep: Class 19 contains 92675 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2540 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326816.000000 Penalty: 190448.093750
Iteration 248Q: 23 clusters Score -2.333268e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 37193 members 
Mstep: Class 3 contains 543777 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36110 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 247554 members 
Mstep: Class 8 contains 12514 members 
Mstep: Class 9 contains 45904 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33317 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8983 members 
Mstep: Class 14 contains 47112 members 
Mstep: Class 15 contains 1928 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6237 members 
Mstep: Class 18 contains 205948 members 
Mstep: Class 19 contains 92673 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2540 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326768.000000 Penalty: 190448.093750
Iteration 249Q: 23 clusters Score -2.333268e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 37193 members 
Mstep: Class 3 contains 543787 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36110 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 247539 members 
Mstep: Class 8 contains 12515 members 
Mstep: Class 9 contains 45905 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33318 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8983 members 
Mstep: Class 14 contains 47112 members 
Mstep: Class 15 contains 1928 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6237 members 
Mstep: Class 18 contains 205951 members 
Mstep: Class 19 contains 92672 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2540 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326832.000000 Penalty: 190448.093750
Iteration 250Q: 23 clusters Score -2.333268e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 37193 members 
Mstep: Class 3 contains 543797 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36112 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 247526 members 
Mstep: Class 8 contains 12515 members 
Mstep: Class 9 contains 45908 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33318 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8983 members 
Mstep: Class 14 contains 47111 members 
Mstep: Class 15 contains 1928 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6237 members 
Mstep: Class 18 contains 205952 members 
Mstep: Class 19 contains 92670 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2540 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326992.000000 Penalty: 190448.093750
Iteration 251Q: 23 clusters Score -2.33327e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 37193 members 
Mstep: Class 3 contains 543799 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36113 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 247522 members 
Mstep: Class 8 contains 12515 members 
Mstep: Class 9 contains 45909 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33318 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8983 members 
Mstep: Class 14 contains 47112 members 
Mstep: Class 15 contains 1928 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6237 members 
Mstep: Class 18 contains 205953 members 
Mstep: Class 19 contains 92668 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2540 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327024.000000 Penalty: 190448.093750
Iteration 252Q: 23 clusters Score -2.33327e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 37193 members 
Mstep: Class 3 contains 543799 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36115 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 247519 members 
Mstep: Class 8 contains 12515 members 
Mstep: Class 9 contains 45911 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33318 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8983 members 
Mstep: Class 14 contains 47112 members 
Mstep: Class 15 contains 1928 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6237 members 
Mstep: Class 18 contains 205955 members 
Mstep: Class 19 contains 92665 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2540 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327088.000000 Penalty: 190448.093750
Iteration 253Q: 23 clusters Score -2.333271e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 37193 members 
Mstep: Class 3 contains 543795 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36117 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 247514 members 
Mstep: Class 8 contains 12515 members 
Mstep: Class 9 contains 45911 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33318 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8983 members 
Mstep: Class 14 contains 47112 members 
Mstep: Class 15 contains 1928 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6237 members 
Mstep: Class 18 contains 205962 members 
Mstep: Class 19 contains 92665 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2540 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327040.000000 Penalty: 190448.093750
Iteration 254Q: 23 clusters Score -2.33327e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 37193 members 
Mstep: Class 3 contains 543801 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36123 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 247503 members 
Mstep: Class 8 contains 12515 members 
Mstep: Class 9 contains 45911 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33318 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8983 members 
Mstep: Class 14 contains 47112 members 
Mstep: Class 15 contains 1928 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6237 members 
Mstep: Class 18 contains 205961 members 
Mstep: Class 19 contains 92665 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2540 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326928.000000 Penalty: 190448.093750
Iteration 255Q: 23 clusters Score -2.333269e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 37193 members 
Mstep: Class 3 contains 543802 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36126 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 247497 members 
Mstep: Class 8 contains 12515 members 
Mstep: Class 9 contains 45911 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33318 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8983 members 
Mstep: Class 14 contains 47113 members 
Mstep: Class 15 contains 1928 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6237 members 
Mstep: Class 18 contains 205962 members 
Mstep: Class 19 contains 92665 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2540 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326976.000000 Penalty: 190448.093750
Iteration 256Q: 23 clusters Score -2.33327e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 37193 members 
Mstep: Class 3 contains 543804 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36125 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 247492 members 
Mstep: Class 8 contains 12515 members 
Mstep: Class 9 contains 45911 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33318 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8983 members 
Mstep: Class 14 contains 47114 members 
Mstep: Class 15 contains 1928 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6237 members 
Mstep: Class 18 contains 205964 members 
Mstep: Class 19 contains 92666 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2540 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327024.000000 Penalty: 190448.093750
Iteration 257Q: 23 clusters Score -2.33327e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 37193 members 
Mstep: Class 3 contains 543803 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36127 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 247491 members 
Mstep: Class 8 contains 12515 members 
Mstep: Class 9 contains 45911 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33319 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8983 members 
Mstep: Class 14 contains 47115 members 
Mstep: Class 15 contains 1928 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6237 members 
Mstep: Class 18 contains 205963 members 
Mstep: Class 19 contains 92665 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2540 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326992.000000 Penalty: 190448.093750
Iteration 258Q: 23 clusters Score -2.33327e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 37193 members 
Mstep: Class 3 contains 543803 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36125 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 247488 members 
Mstep: Class 8 contains 12515 members 
Mstep: Class 9 contains 45911 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33319 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8983 members 
Mstep: Class 14 contains 47115 members 
Mstep: Class 15 contains 1928 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6237 members 
Mstep: Class 18 contains 205967 members 
Mstep: Class 19 contains 92666 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2540 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327056.000000 Penalty: 190448.093750
Iteration 259Q: 23 clusters Score -2.333271e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 37193 members 
Mstep: Class 3 contains 543805 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36124 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 247487 members 
Mstep: Class 8 contains 12515 members 
Mstep: Class 9 contains 45911 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33320 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8983 members 
Mstep: Class 14 contains 47116 members 
Mstep: Class 15 contains 1928 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6237 members 
Mstep: Class 18 contains 205964 members 
Mstep: Class 19 contains 92667 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2540 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326928.000000 Penalty: 190448.093750
Iteration 260F: 23 clusters Score -2.333269e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 37195 members 
Mstep: Class 3 contains 543804 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36124 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 247479 members 
Mstep: Class 8 contains 12516 members 
Mstep: Class 9 contains 45911 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33321 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8983 members 
Mstep: Class 14 contains 47116 members 
Mstep: Class 15 contains 1928 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6237 members 
Mstep: Class 18 contains 205968 members 
Mstep: Class 19 contains 92667 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2540 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326960.000000 Penalty: 190448.093750
Iteration 261Q: 23 clusters Score -2.33327e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 37195 members 
Mstep: Class 3 contains 543805 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36124 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 247477 members 
Mstep: Class 8 contains 12517 members 
Mstep: Class 9 contains 45911 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33322 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8983 members 
Mstep: Class 14 contains 47116 members 
Mstep: Class 15 contains 1928 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6237 members 
Mstep: Class 18 contains 205968 members 
Mstep: Class 19 contains 92667 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2540 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326912.000000 Penalty: 190448.093750
Iteration 262Q: 23 clusters Score -2.333269e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 37195 members 
Mstep: Class 3 contains 543810 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36124 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 247469 members 
Mstep: Class 8 contains 12519 members 
Mstep: Class 9 contains 45911 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33322 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8983 members 
Mstep: Class 14 contains 47116 members 
Mstep: Class 15 contains 1928 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6237 members 
Mstep: Class 18 contains 205969 members 
Mstep: Class 19 contains 92667 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2540 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326912.000000 Penalty: 190448.093750
Iteration 263Q: 23 clusters Score -2.333269e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 37195 members 
Mstep: Class 3 contains 543815 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36124 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 247464 members 
Mstep: Class 8 contains 12519 members 
Mstep: Class 9 contains 45912 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33322 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8983 members 
Mstep: Class 14 contains 47116 members 
Mstep: Class 15 contains 1928 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6237 members 
Mstep: Class 18 contains 205968 members 
Mstep: Class 19 contains 92667 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2540 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326880.000000 Penalty: 190448.093750
Iteration 264Q: 23 clusters Score -2.333269e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 37195 members 
Mstep: Class 3 contains 543817 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36124 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 247459 members 
Mstep: Class 8 contains 12519 members 
Mstep: Class 9 contains 45913 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33322 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8983 members 
Mstep: Class 14 contains 47117 members 
Mstep: Class 15 contains 1928 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6237 members 
Mstep: Class 18 contains 205969 members 
Mstep: Class 19 contains 92667 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2540 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326944.000000 Penalty: 190448.093750
Iteration 265Q: 23 clusters Score -2.333269e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 37196 members 
Mstep: Class 3 contains 543816 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36124 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 247454 members 
Mstep: Class 8 contains 12519 members 
Mstep: Class 9 contains 45914 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33322 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8983 members 
Mstep: Class 14 contains 47117 members 
Mstep: Class 15 contains 1928 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6237 members 
Mstep: Class 18 contains 205973 members 
Mstep: Class 19 contains 92667 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2540 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327104.000000 Penalty: 190448.093750
Iteration 266Q: 23 clusters Score -2.333271e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 37195 members 
Mstep: Class 3 contains 543819 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36124 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 247449 members 
Mstep: Class 8 contains 12519 members 
Mstep: Class 9 contains 45914 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33323 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8983 members 
Mstep: Class 14 contains 47117 members 
Mstep: Class 15 contains 1928 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6237 members 
Mstep: Class 18 contains 205975 members 
Mstep: Class 19 contains 92667 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2540 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326928.000000 Penalty: 190448.093750
Iteration 267Q: 23 clusters Score -2.333269e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 37194 members 
Mstep: Class 3 contains 543820 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36125 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 247448 members 
Mstep: Class 8 contains 12519 members 
Mstep: Class 9 contains 45914 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33323 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8983 members 
Mstep: Class 14 contains 47118 members 
Mstep: Class 15 contains 1928 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6237 members 
Mstep: Class 18 contains 205974 members 
Mstep: Class 19 contains 92667 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2540 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326944.000000 Penalty: 190448.093750
Iteration 268Q: 23 clusters Score -2.333269e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 37194 members 
Mstep: Class 3 contains 543824 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36125 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 247443 members 
Mstep: Class 8 contains 12519 members 
Mstep: Class 9 contains 45914 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33323 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8983 members 
Mstep: Class 14 contains 47117 members 
Mstep: Class 15 contains 1928 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6237 members 
Mstep: Class 18 contains 205976 members 
Mstep: Class 19 contains 92667 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2540 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326880.000000 Penalty: 190448.093750
Iteration 269Q: 23 clusters Score -2.333269e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 37194 members 
Mstep: Class 3 contains 543823 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36126 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 247437 members 
Mstep: Class 8 contains 12519 members 
Mstep: Class 9 contains 45914 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33323 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8983 members 
Mstep: Class 14 contains 47117 members 
Mstep: Class 15 contains 1928 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6237 members 
Mstep: Class 18 contains 205982 members 
Mstep: Class 19 contains 92667 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2540 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326896.000000 Penalty: 190448.093750
Iteration 270Q: 23 clusters Score -2.333269e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 37194 members 
Mstep: Class 3 contains 543823 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36128 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 247430 members 
Mstep: Class 8 contains 12519 members 
Mstep: Class 9 contains 45914 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33324 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8983 members 
Mstep: Class 14 contains 47116 members 
Mstep: Class 15 contains 1928 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6237 members 
Mstep: Class 18 contains 205987 members 
Mstep: Class 19 contains 92667 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2540 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326896.000000 Penalty: 190448.093750
Iteration 271Q: 23 clusters Score -2.333269e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 37194 members 
Mstep: Class 3 contains 543824 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36130 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 247424 members 
Mstep: Class 8 contains 12519 members 
Mstep: Class 9 contains 45915 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33325 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8983 members 
Mstep: Class 14 contains 47116 members 
Mstep: Class 15 contains 1928 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6237 members 
Mstep: Class 18 contains 205988 members 
Mstep: Class 19 contains 92667 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2540 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326848.000000 Penalty: 190448.093750
Iteration 272Q: 23 clusters Score -2.333268e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 37194 members 
Mstep: Class 3 contains 543822 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36133 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 247421 members 
Mstep: Class 8 contains 12519 members 
Mstep: Class 9 contains 45915 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33325 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8983 members 
Mstep: Class 14 contains 47116 members 
Mstep: Class 15 contains 1928 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6237 members 
Mstep: Class 18 contains 205990 members 
Mstep: Class 19 contains 92667 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2540 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326880.000000 Penalty: 190448.093750
Iteration 273Q: 23 clusters Score -2.333269e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 37194 members 
Mstep: Class 3 contains 543824 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36133 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 247418 members 
Mstep: Class 8 contains 12519 members 
Mstep: Class 9 contains 45916 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33325 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8983 members 
Mstep: Class 14 contains 47116 members 
Mstep: Class 15 contains 1928 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6237 members 
Mstep: Class 18 contains 205990 members 
Mstep: Class 19 contains 92667 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2540 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326912.000000 Penalty: 190448.093750
Iteration 274Q: 23 clusters Score -2.333269e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 37194 members 
Mstep: Class 3 contains 543824 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36134 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 247416 members 
Mstep: Class 8 contains 12519 members 
Mstep: Class 9 contains 45916 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33325 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8983 members 
Mstep: Class 14 contains 47116 members 
Mstep: Class 15 contains 1928 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6237 members 
Mstep: Class 18 contains 205991 members 
Mstep: Class 19 contains 92667 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2540 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326896.000000 Penalty: 190448.093750
Iteration 275Q: 23 clusters Score -2.333269e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 37194 members 
Mstep: Class 3 contains 543826 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36134 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 247416 members 
Mstep: Class 8 contains 12519 members 
Mstep: Class 9 contains 45916 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33325 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8983 members 
Mstep: Class 14 contains 47116 members 
Mstep: Class 15 contains 1928 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6237 members 
Mstep: Class 18 contains 205989 members 
Mstep: Class 19 contains 92667 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2540 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326880.000000 Penalty: 190448.093750
Iteration 276Q: 23 clusters Score -2.333269e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 37194 members 
Mstep: Class 3 contains 543826 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36136 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 247415 members 
Mstep: Class 8 contains 12519 members 
Mstep: Class 9 contains 45916 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33325 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8983 members 
Mstep: Class 14 contains 47116 members 
Mstep: Class 15 contains 1928 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6237 members 
Mstep: Class 18 contains 205989 members 
Mstep: Class 19 contains 92666 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2540 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326944.000000 Penalty: 190448.093750
Iteration 277Q: 23 clusters Score -2.333269e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 37194 members 
Mstep: Class 3 contains 543825 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36136 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 247416 members 
Mstep: Class 8 contains 12519 members 
Mstep: Class 9 contains 45916 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33325 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8983 members 
Mstep: Class 14 contains 47116 members 
Mstep: Class 15 contains 1928 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6237 members 
Mstep: Class 18 contains 205989 members 
Mstep: Class 19 contains 92666 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2540 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327024.000000 Penalty: 190448.093750
Iteration 278Q: 23 clusters Score -2.33327e+08 nChanged 0
Entering ConstructFrom: 
Score: -233327024.000000 Penalty: 190448.093750
Entering ConstructFrom: 
Trying to split cluster 1 (23429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Entering Unmasked Estep 
Score: -4087126.750000 Penalty: 6162.809082
	Iteration 0F: 2 clusters Score -4087127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -4068460.000000 Penalty: 12325.618164
	Iteration 0F: 3 clusters Score -4068460 nChanged 9584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -4073435.750000 Penalty: 12325.618164
	Iteration 1F: 3 clusters Score -4073436 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -4074079.750000 Penalty: 12325.618164
	Iteration 2F: 3 clusters Score -4074080 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -4074515.250000 Penalty: 12325.618164
	Iteration 3Q: 3 clusters Score -4074515 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -4074855.250000 Penalty: 12325.618164
	Iteration 4Q: 3 clusters Score -4074855 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -4075112.000000 Penalty: 12325.618164
	Iteration 5Q: 3 clusters Score -4075112 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -4075346.000000 Penalty: 12325.618164
	Iteration 6Q: 3 clusters Score -4075346 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -4075539.000000 Penalty: 12325.618164
	Iteration 7Q: 3 clusters Score -4075539 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -4075759.000000 Penalty: 12325.618164
	Iteration 8Q: 3 clusters Score -4075759 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -4075991.500000 Penalty: 12325.618164
	Iteration 9Q: 3 clusters Score -4075992 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -4076218.250000 Penalty: 12325.618164
	Iteration 10Q: 3 clusters Score -4076218 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -4076472.750000 Penalty: 12325.618164
	Iteration 11Q: 3 clusters Score -4076473 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -4076778.500000 Penalty: 12325.618164
	Iteration 12Q: 3 clusters Score -4076778 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -4077105.000000 Penalty: 12325.618164
	Iteration 13Q: 3 clusters Score -4077105 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -4077489.250000 Penalty: 12325.618164
	Iteration 14Q: 3 clusters Score -4077489 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -4077937.250000 Penalty: 12325.618164
	Iteration 15Q: 3 clusters Score -4077937 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -4078469.750000 Penalty: 12325.618164
	Iteration 16Q: 3 clusters Score -4078470 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -4079004.250000 Penalty: 12325.618164
	Iteration 17Q: 3 clusters Score -4079004 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -4079568.750000 Penalty: 12325.618164
	Iteration 18Q: 3 clusters Score -4079569 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -4080125.500000 Penalty: 12325.618164
	Iteration 19Q: 3 clusters Score -4080126 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -4080539.000000 Penalty: 12325.618164
	Iteration 20F: 3 clusters Score -4080539 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -4080834.000000 Penalty: 12325.618164
	Iteration 21Q: 3 clusters Score -4080834 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -4081012.500000 Penalty: 12325.618164
	Iteration 22Q: 3 clusters Score -4081012 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -4081124.250000 Penalty: 12325.618164
	Iteration 23Q: 3 clusters Score -4081124 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -4081239.000000 Penalty: 12325.618164
	Iteration 24Q: 3 clusters Score -4081239 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -4081309.000000 Penalty: 12325.618164
	Iteration 25Q: 3 clusters Score -4081309 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -4081368.750000 Penalty: 12325.618164
	Iteration 26Q: 3 clusters Score -4081369 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
Score: -4081402.750000 Penalty: 12325.618164
	Iteration 27Q: 3 clusters Score -4081403 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -4081436.500000 Penalty: 12325.618164
	Iteration 28Q: 3 clusters Score -4081436 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -4081465.500000 Penalty: 12325.618164
	Iteration 29Q: 3 clusters Score -4081466 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -4081487.500000 Penalty: 12325.618164
	Iteration 30Q: 3 clusters Score -4081488 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -4081509.750000 Penalty: 12325.618164
	Iteration 31Q: 3 clusters Score -4081510 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -4081530.750000 Penalty: 12325.618164
	Iteration 32Q: 3 clusters Score -4081531 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -4081542.500000 Penalty: 12325.618164
	Iteration 33Q: 3 clusters Score -4081542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -4081549.000000 Penalty: 12325.618164
	Iteration 34Q: 3 clusters Score -4081549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -4081558.500000 Penalty: 12325.618164
	Iteration 35Q: 3 clusters Score -4081558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -4081555.500000 Penalty: 12325.618164
	Iteration 36Q: 3 clusters Score -4081556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -4081566.250000 Penalty: 12325.618164
	Iteration 37Q: 3 clusters Score -4081566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -4081562.000000 Penalty: 12325.618164
	Iteration 38Q: 3 clusters Score -4081562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -4081560.750000 Penalty: 12325.618164
	Iteration 39Q: 3 clusters Score -4081561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -4081566.500000 Penalty: 12325.618164
	Iteration 40F: 3 clusters Score -4081566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -4081570.750000 Penalty: 12325.618164
	Iteration 41Q: 3 clusters Score -4081571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -4081583.500000 Penalty: 12325.618164
	Iteration 42Q: 3 clusters Score -4081584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -4081588.750000 Penalty: 12325.618164
	Iteration 43Q: 3 clusters Score -4081589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -4081596.000000 Penalty: 12325.618164
	Iteration 44Q: 3 clusters Score -4081596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 22476 members 
Entering Unmasked Estep 
Score: -4081597.250000 Penalty: 12325.618164
	Iteration 45Q: 3 clusters Score -4081597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -4081597.000000 Penalty: 12325.618164
	Iteration 46Q: 3 clusters Score -4081597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -4081600.250000 Penalty: 12325.618164
	Iteration 47Q: 3 clusters Score -4081600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -4081604.750000 Penalty: 12325.618164
	Iteration 48Q: 3 clusters Score -4081605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -4081610.000000 Penalty: 12325.618164
	Iteration 49Q: 3 clusters Score -4081610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -4081612.000000 Penalty: 12325.618164
	Iteration 50Q: 3 clusters Score -4081612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -4081617.250000 Penalty: 12325.618164
	Iteration 51Q: 3 clusters Score -4081617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
Score: -4081622.500000 Penalty: 12325.618164
	Iteration 52Q: 3 clusters Score -4081622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -4081624.750000 Penalty: 12325.618164
	Iteration 53Q: 3 clusters Score -4081625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -4081623.000000 Penalty: 12325.618164
	Iteration 54Q: 3 clusters Score -4081623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 22504 members 
Entering Unmasked Estep 
Score: -4081616.500000 Penalty: 12325.618164
	Iteration 55Q: 3 clusters Score -4081616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 22504 members 
Entering Unmasked Estep 
Score: -4081616.500000 Penalty: 12325.618164
	Iteration 56F: 3 clusters Score -4081616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (37194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37194 members 
Entering Unmasked Estep 
Score: -6276382.500000 Penalty: 6445.890625
	Iteration 0F: 2 clusters Score -6276382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -6249018.000000 Penalty: 12891.781250
	Iteration 0F: 3 clusters Score -6249018 nChanged 15953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -6257354.000000 Penalty: 12891.781250
	Iteration 1F: 3 clusters Score -6257354 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -6257978.500000 Penalty: 12891.781250
	Iteration 2F: 3 clusters Score -6257978 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -6258516.500000 Penalty: 12891.781250
	Iteration 3Q: 3 clusters Score -6258516 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -6258873.000000 Penalty: 12891.781250
	Iteration 4Q: 3 clusters Score -6258873 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -6259207.000000 Penalty: 12891.781250
	Iteration 5Q: 3 clusters Score -6259207 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -6259435.000000 Penalty: 12891.781250
	Iteration 6Q: 3 clusters Score -6259435 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -6259621.500000 Penalty: 12891.781250
	Iteration 7Q: 3 clusters Score -6259622 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -6259796.500000 Penalty: 12891.781250
	Iteration 8Q: 3 clusters Score -6259796 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -6259884.000000 Penalty: 12891.781250
	Iteration 9Q: 3 clusters Score -6259884 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -6260000.000000 Penalty: 12891.781250
	Iteration 10Q: 3 clusters Score -6260000 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -6260128.500000 Penalty: 12891.781250
	Iteration 11Q: 3 clusters Score -6260128 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -6260244.500000 Penalty: 12891.781250
	Iteration 12Q: 3 clusters Score -6260244 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -6260392.000000 Penalty: 12891.781250
	Iteration 13Q: 3 clusters Score -6260392 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -6260522.000000 Penalty: 12891.781250
	Iteration 14Q: 3 clusters Score -6260522 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -6260711.500000 Penalty: 12891.781250
	Iteration 15Q: 3 clusters Score -6260712 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -6260903.500000 Penalty: 12891.781250
	Iteration 16Q: 3 clusters Score -6260904 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -6261121.500000 Penalty: 12891.781250
	Iteration 17Q: 3 clusters Score -6261122 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23331 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -6261465.500000 Penalty: 12891.781250
	Iteration 18Q: 3 clusters Score -6261466 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -6262003.000000 Penalty: 12891.781250
	Iteration 19Q: 3 clusters Score -6262003 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -6262677.500000 Penalty: 12891.781250
	Iteration 20F: 3 clusters Score -6262678 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27157 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -6263567.000000 Penalty: 12891.781250
	Iteration 21Q: 3 clusters Score -6263567 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28828 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -6264660.000000 Penalty: 12891.781250
	Iteration 22Q: 3 clusters Score -6264660 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30663 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -6265944.000000 Penalty: 12891.781250
	Iteration 23F: 3 clusters Score -6265944 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32336 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -6267198.500000 Penalty: 12891.781250
	Iteration 24Q: 3 clusters Score -6267198 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33683 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -6268293.500000 Penalty: 12891.781250
	Iteration 25Q: 3 clusters Score -6268294 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34652 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -6269092.000000 Penalty: 12891.781250
	Iteration 26Q: 3 clusters Score -6269092 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35296 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -6269613.500000 Penalty: 12891.781250
	Iteration 27Q: 3 clusters Score -6269614 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35667 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -6269928.000000 Penalty: 12891.781250
	Iteration 28Q: 3 clusters Score -6269928 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35906 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -6270179.500000 Penalty: 12891.781250
	Iteration 29Q: 3 clusters Score -6270180 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36061 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -6270328.500000 Penalty: 12891.781250
	Iteration 30Q: 3 clusters Score -6270328 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36158 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -6270428.000000 Penalty: 12891.781250
	Iteration 31Q: 3 clusters Score -6270428 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36222 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -6270495.500000 Penalty: 12891.781250
	Iteration 32Q: 3 clusters Score -6270496 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36271 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -6270556.500000 Penalty: 12891.781250
	Iteration 33Q: 3 clusters Score -6270556 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36309 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -6270600.500000 Penalty: 12891.781250
	Iteration 34Q: 3 clusters Score -6270600 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36325 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -6270613.500000 Penalty: 12891.781250
	Iteration 35Q: 3 clusters Score -6270614 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36343 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -6270641.500000 Penalty: 12891.781250
	Iteration 36Q: 3 clusters Score -6270642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36357 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -6270654.000000 Penalty: 12891.781250
	Iteration 37Q: 3 clusters Score -6270654 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36374 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -6270680.000000 Penalty: 12891.781250
	Iteration 38Q: 3 clusters Score -6270680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36390 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -6270697.500000 Penalty: 12891.781250
	Iteration 39Q: 3 clusters Score -6270698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36401 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -6270704.500000 Penalty: 12891.781250
	Iteration 40F: 3 clusters Score -6270704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36411 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -6270713.000000 Penalty: 12891.781250
	Iteration 41Q: 3 clusters Score -6270713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36416 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -6270730.000000 Penalty: 12891.781250
	Iteration 42Q: 3 clusters Score -6270730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36418 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -6270723.500000 Penalty: 12891.781250
	Iteration 43Q: 3 clusters Score -6270724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36421 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -6270726.000000 Penalty: 12891.781250
	Iteration 44Q: 3 clusters Score -6270726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36423 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -6270729.500000 Penalty: 12891.781250
	Iteration 45Q: 3 clusters Score -6270730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36426 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -6270726.000000 Penalty: 12891.781250
	Iteration 46Q: 3 clusters Score -6270726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36426 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -6270726.000000 Penalty: 12891.781250
	Iteration 47F: 3 clusters Score -6270726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (543825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543825 members 
Entering Unmasked Estep 
Score: -93293712.000000 Penalty: 8088.909668
	Iteration 0F: 2 clusters Score -9.329371e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272458 members 
Mstep: Class 2 contains 271367 members 
Entering Unmasked Estep 
Score: -92967424.000000 Penalty: 16177.819336
	Iteration 0F: 3 clusters Score -9.296742e+07 nChanged 262268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279780 members 
Mstep: Class 2 contains 264045 members 
Entering Unmasked Estep 
Score: -93119872.000000 Penalty: 16177.819336
	Iteration 1F: 3 clusters Score -9.311987e+07 nChanged 12937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284495 members 
Mstep: Class 2 contains 259330 members 
Entering Unmasked Estep 
Score: -93122240.000000 Penalty: 16177.819336
	Iteration 2Q: 3 clusters Score -9.312224e+07 nChanged 14156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291731 members 
Mstep: Class 2 contains 252094 members 
Entering Unmasked Estep 
Score: -93125896.000000 Penalty: 16177.819336
	Iteration 3Q: 3 clusters Score -9.31259e+07 nChanged 16513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302930 members 
Mstep: Class 2 contains 240895 members 
Entering Unmasked Estep 
Score: -93130704.000000 Penalty: 16177.819336
	Iteration 4Q: 3 clusters Score -9.31307e+07 nChanged 20518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319714 members 
Mstep: Class 2 contains 224111 members 
Entering Unmasked Estep 
Score: -93139528.000000 Penalty: 16177.819336
	Iteration 5Q: 3 clusters Score -9.313953e+07 nChanged 26655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343891 members 
Mstep: Class 2 contains 199934 members 
Entering Unmasked Estep 
Score: -93154344.000000 Penalty: 16177.819336
	Iteration 6Q: 3 clusters Score -9.315434e+07 nChanged 34252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376863 members 
Mstep: Class 2 contains 166962 members 
Entering Unmasked Estep 
Score: -93179712.000000 Penalty: 16177.819336
	Iteration 7F: 3 clusters Score -9.317971e+07 nChanged 40619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416910 members 
Mstep: Class 2 contains 126915 members 
Entering Unmasked Estep 
Score: -93212528.000000 Penalty: 16177.819336
	Iteration 8F: 3 clusters Score -9.321253e+07 nChanged 41824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458456 members 
Mstep: Class 2 contains 85369 members 
Entering Unmasked Estep 
Score: -93245184.000000 Penalty: 16177.819336
	Iteration 9F: 3 clusters Score -9.324518e+07 nChanged 34206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492464 members 
Mstep: Class 2 contains 51361 members 
Entering Unmasked Estep 
Score: -93267648.000000 Penalty: 16177.819336
	Iteration 10F: 3 clusters Score -9.326765e+07 nChanged 22615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514959 members 
Mstep: Class 2 contains 28866 members 
Entering Unmasked Estep 
Score: -93279352.000000 Penalty: 16177.819336
	Iteration 11Q: 3 clusters Score -9.327935e+07 nChanged 12881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527774 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -93284736.000000 Penalty: 16177.819336
	Iteration 12Q: 3 clusters Score -9.328474e+07 nChanged 6640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534308 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -93286488.000000 Penalty: 16177.819336
	Iteration 13Q: 3 clusters Score -9.328649e+07 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537636 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -93287280.000000 Penalty: 16177.819336
	Iteration 14Q: 3 clusters Score -9.328728e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539268 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -93287576.000000 Penalty: 16177.819336
	Iteration 15Q: 3 clusters Score -9.328758e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540127 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -93287888.000000 Penalty: 16177.819336
	Iteration 16Q: 3 clusters Score -9.328789e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540633 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -93288096.000000 Penalty: 16177.819336
	Iteration 17Q: 3 clusters Score -9.32881e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540931 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -93288040.000000 Penalty: 16177.819336
	Iteration 18Q: 3 clusters Score -9.328804e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541107 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -93288168.000000 Penalty: 16177.819336
	Iteration 19Q: 3 clusters Score -9.328817e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541237 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -93288200.000000 Penalty: 16177.819336
	Iteration 20F: 3 clusters Score -9.32882e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541341 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -93288176.000000 Penalty: 16177.819336
	Iteration 21Q: 3 clusters Score -9.328818e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541415 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -93288200.000000 Penalty: 16177.819336
	Iteration 22Q: 3 clusters Score -9.32882e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541467 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -93288208.000000 Penalty: 16177.819336
	Iteration 23Q: 3 clusters Score -9.328821e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541504 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -93288304.000000 Penalty: 16177.819336
	Iteration 24Q: 3 clusters Score -9.32883e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541542 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -93288392.000000 Penalty: 16177.819336
	Iteration 25Q: 3 clusters Score -9.328839e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541557 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -93288344.000000 Penalty: 16177.819336
	Iteration 26Q: 3 clusters Score -9.328834e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541562 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -93288408.000000 Penalty: 16177.819336
	Iteration 27Q: 3 clusters Score -9.328841e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541577 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -93288424.000000 Penalty: 16177.819336
	Iteration 28Q: 3 clusters Score -9.328842e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541602 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -93288464.000000 Penalty: 16177.819336
	Iteration 29Q: 3 clusters Score -9.328846e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541622 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -93288440.000000 Penalty: 16177.819336
	Iteration 30Q: 3 clusters Score -9.328844e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541635 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -93288424.000000 Penalty: 16177.819336
	Iteration 31Q: 3 clusters Score -9.328842e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541641 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -93288400.000000 Penalty: 16177.819336
	Iteration 32Q: 3 clusters Score -9.32884e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541653 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -93288408.000000 Penalty: 16177.819336
	Iteration 33Q: 3 clusters Score -9.328841e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541661 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -93288376.000000 Penalty: 16177.819336
	Iteration 34Q: 3 clusters Score -9.328838e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541666 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -93288368.000000 Penalty: 16177.819336
	Iteration 35Q: 3 clusters Score -9.328837e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541675 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -93288400.000000 Penalty: 16177.819336
	Iteration 36Q: 3 clusters Score -9.32884e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541684 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -93288408.000000 Penalty: 16177.819336
	Iteration 37Q: 3 clusters Score -9.328841e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541692 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -93288368.000000 Penalty: 16177.819336
	Iteration 38Q: 3 clusters Score -9.328837e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541695 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -93288368.000000 Penalty: 16177.819336
	Iteration 39Q: 3 clusters Score -9.328837e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541696 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -93288368.000000 Penalty: 16177.819336
	Iteration 40F: 3 clusters Score -9.328837e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541697 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -93288400.000000 Penalty: 16177.819336
	Iteration 41Q: 3 clusters Score -9.32884e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541700 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -93288400.000000 Penalty: 16177.819336
	Iteration 42Q: 3 clusters Score -9.32884e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541702 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -93288472.000000 Penalty: 16177.819336
	Iteration 43Q: 3 clusters Score -9.328847e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541706 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -93288408.000000 Penalty: 16177.819336
	Iteration 44Q: 3 clusters Score -9.328841e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541713 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -93288424.000000 Penalty: 16177.819336
	Iteration 45Q: 3 clusters Score -9.328842e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541718 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -93288440.000000 Penalty: 16177.819336
	Iteration 46Q: 3 clusters Score -9.328844e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541719 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -93288416.000000 Penalty: 16177.819336
	Iteration 47Q: 3 clusters Score -9.328842e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541719 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -93288440.000000 Penalty: 16177.819336
	Iteration 48Q: 3 clusters Score -9.328844e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541719 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -93288416.000000 Penalty: 16177.819336
	Iteration 49Q: 3 clusters Score -9.328842e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541722 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -93288400.000000 Penalty: 16177.819336
	Iteration 50Q: 3 clusters Score -9.32884e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541723 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -93288432.000000 Penalty: 16177.819336
	Iteration 51Q: 3 clusters Score -9.328843e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541730 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -93288448.000000 Penalty: 16177.819336
	Iteration 52Q: 3 clusters Score -9.328845e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541733 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -93288472.000000 Penalty: 16177.819336
	Iteration 53Q: 3 clusters Score -9.328847e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541733 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -93288464.000000 Penalty: 16177.819336
	Iteration 54Q: 3 clusters Score -9.328846e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541734 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -93288432.000000 Penalty: 16177.819336
	Iteration 55Q: 3 clusters Score -9.328843e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541739 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -93288408.000000 Penalty: 16177.819336
	Iteration 56Q: 3 clusters Score -9.328841e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541743 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -93288496.000000 Penalty: 16177.819336
	Iteration 57Q: 3 clusters Score -9.32885e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541748 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -93288456.000000 Penalty: 16177.819336
	Iteration 58Q: 3 clusters Score -9.328846e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541752 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -93288496.000000 Penalty: 16177.819336
	Iteration 59Q: 3 clusters Score -9.32885e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541757 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -93288456.000000 Penalty: 16177.819336
	Iteration 60F: 3 clusters Score -9.328846e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541761 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -93288440.000000 Penalty: 16177.819336
	Iteration 61Q: 3 clusters Score -9.328844e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541763 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -93288480.000000 Penalty: 16177.819336
	Iteration 62Q: 3 clusters Score -9.328848e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541764 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -93288480.000000 Penalty: 16177.819336
	Iteration 63Q: 3 clusters Score -9.328848e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541765 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -93288496.000000 Penalty: 16177.819336
	Iteration 64Q: 3 clusters Score -9.32885e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541765 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -93288496.000000 Penalty: 16177.819336
	Iteration 65F: 3 clusters Score -9.32885e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Entering Unmasked Estep 
Score: -256687.062500 Penalty: 4520.024414
	Iteration 0F: 2 clusters Score -256687.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -252120.453125 Penalty: 9040.048828
	Iteration 0F: 3 clusters Score -252120.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -252777.484375 Penalty: 9040.048828
	Iteration 1F: 3 clusters Score -252777.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -253033.343750 Penalty: 9040.048828
	Iteration 2Q: 3 clusters Score -253033.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -253180.968750 Penalty: 9040.048828
	Iteration 3Q: 3 clusters Score -253181 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -253301.375000 Penalty: 9040.048828
	Iteration 4Q: 3 clusters Score -253301.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -253393.640625 Penalty: 9040.048828
	Iteration 5Q: 3 clusters Score -253393.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -253470.140625 Penalty: 9040.048828
	Iteration 6Q: 3 clusters Score -253470.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -253546.828125 Penalty: 9040.048828
	Iteration 7Q: 3 clusters Score -253546.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -253597.828125 Penalty: 9040.048828
	Iteration 8Q: 3 clusters Score -253597.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -253642.203125 Penalty: 9040.048828
	Iteration 9Q: 3 clusters Score -253642.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -253669.781250 Penalty: 9040.048828
	Iteration 10Q: 3 clusters Score -253669.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -253681.375000 Penalty: 9040.048828
	Iteration 11Q: 3 clusters Score -253681.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -253690.328125 Penalty: 9040.048828
	Iteration 12Q: 3 clusters Score -253690.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -253705.296875 Penalty: 9040.048828
	Iteration 13Q: 3 clusters Score -253705.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -253717.218750 Penalty: 9040.048828
	Iteration 14Q: 3 clusters Score -253717.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -253729.171875 Penalty: 9040.048828
	Iteration 15Q: 3 clusters Score -253729.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -253730.656250 Penalty: 9040.048828
	Iteration 16Q: 3 clusters Score -253730.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -253730.656250 Penalty: 9040.048828
	Iteration 17F: 3 clusters Score -253730.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (36136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36136 members 
Entering Unmasked Estep 
Score: -6320332.500000 Penalty: 6428.214844
	Iteration 0F: 2 clusters Score -6320332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -6293604.000000 Penalty: 12856.429688
	Iteration 0F: 3 clusters Score -6293604 nChanged 15476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -6301724.500000 Penalty: 12856.429688
	Iteration 1F: 3 clusters Score -6301724 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -6302542.500000 Penalty: 12856.429688
	Iteration 2F: 3 clusters Score -6302542 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -6303154.000000 Penalty: 12856.429688
	Iteration 3Q: 3 clusters Score -6303154 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -6303598.000000 Penalty: 12856.429688
	Iteration 4Q: 3 clusters Score -6303598 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -6304057.500000 Penalty: 12856.429688
	Iteration 5Q: 3 clusters Score -6304058 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -6304546.000000 Penalty: 12856.429688
	Iteration 6Q: 3 clusters Score -6304546 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 22796 members 
Entering Unmasked Estep 
Score: -6305114.000000 Penalty: 12856.429688
	Iteration 7Q: 3 clusters Score -6305114 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -6305785.000000 Penalty: 12856.429688
	Iteration 8Q: 3 clusters Score -6305785 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
Score: -6306674.500000 Penalty: 12856.429688
	Iteration 9Q: 3 clusters Score -6306674 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 27349 members 
Entering Unmasked Estep 
Score: -6307871.000000 Penalty: 12856.429688
	Iteration 10Q: 3 clusters Score -6307871 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 29281 members 
Entering Unmasked Estep 
Score: -6309350.500000 Penalty: 12856.429688
	Iteration 11F: 3 clusters Score -6309350 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 31050 members 
Entering Unmasked Estep 
Score: -6310803.500000 Penalty: 12856.429688
	Iteration 12Q: 3 clusters Score -6310804 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 32504 members 
Entering Unmasked Estep 
Score: -6312079.000000 Penalty: 12856.429688
	Iteration 13Q: 3 clusters Score -6312079 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 33550 members 
Entering Unmasked Estep 
Score: -6312995.000000 Penalty: 12856.429688
	Iteration 14Q: 3 clusters Score -6312995 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 34258 members 
Entering Unmasked Estep 
Score: -6313661.000000 Penalty: 12856.429688
	Iteration 15Q: 3 clusters Score -6313661 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 34639 members 
Entering Unmasked Estep 
Score: -6314021.000000 Penalty: 12856.429688
	Iteration 16Q: 3 clusters Score -6314021 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 34853 members 
Entering Unmasked Estep 
Score: -6314226.500000 Penalty: 12856.429688
	Iteration 17Q: 3 clusters Score -6314226 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 34973 members 
Entering Unmasked Estep 
Score: -6314356.500000 Penalty: 12856.429688
	Iteration 18Q: 3 clusters Score -6314356 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 35060 members 
Entering Unmasked Estep 
Score: -6314438.500000 Penalty: 12856.429688
	Iteration 19Q: 3 clusters Score -6314438 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 35121 members 
Entering Unmasked Estep 
Score: -6314516.000000 Penalty: 12856.429688
	Iteration 20F: 3 clusters Score -6314516 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 35156 members 
Entering Unmasked Estep 
Score: -6314575.500000 Penalty: 12856.429688
	Iteration 21Q: 3 clusters Score -6314576 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 35184 members 
Entering Unmasked Estep 
Score: -6314630.500000 Penalty: 12856.429688
	Iteration 22Q: 3 clusters Score -6314630 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 35212 members 
Entering Unmasked Estep 
Score: -6314648.500000 Penalty: 12856.429688
	Iteration 23Q: 3 clusters Score -6314648 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 35234 members 
Entering Unmasked Estep 
Score: -6314676.500000 Penalty: 12856.429688
	Iteration 24Q: 3 clusters Score -6314676 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 35253 members 
Entering Unmasked Estep 
Score: -6314700.500000 Penalty: 12856.429688
	Iteration 25Q: 3 clusters Score -6314700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 35265 members 
Entering Unmasked Estep 
Score: -6314711.000000 Penalty: 12856.429688
	Iteration 26Q: 3 clusters Score -6314711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 35273 members 
Entering Unmasked Estep 
Score: -6314718.500000 Penalty: 12856.429688
	Iteration 27Q: 3 clusters Score -6314718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 35279 members 
Entering Unmasked Estep 
Score: -6314726.500000 Penalty: 12856.429688
	Iteration 28Q: 3 clusters Score -6314726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 35285 members 
Entering Unmasked Estep 
Score: -6314744.000000 Penalty: 12856.429688
	Iteration 29Q: 3 clusters Score -6314744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 35295 members 
Entering Unmasked Estep 
Score: -6314756.000000 Penalty: 12856.429688
	Iteration 30Q: 3 clusters Score -6314756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 35300 members 
Entering Unmasked Estep 
Score: -6314752.000000 Penalty: 12856.429688
	Iteration 31Q: 3 clusters Score -6314752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 35302 members 
Entering Unmasked Estep 
Score: -6314756.500000 Penalty: 12856.429688
	Iteration 32Q: 3 clusters Score -6314756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 35305 members 
Entering Unmasked Estep 
Score: -6314752.500000 Penalty: 12856.429688
	Iteration 33Q: 3 clusters Score -6314752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 35306 members 
Entering Unmasked Estep 
Score: -6314759.000000 Penalty: 12856.429688
	Iteration 34Q: 3 clusters Score -6314759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 35305 members 
Entering Unmasked Estep 
Score: -6314756.500000 Penalty: 12856.429688
	Iteration 35Q: 3 clusters Score -6314756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 35306 members 
Entering Unmasked Estep 
Score: -6314761.500000 Penalty: 12856.429688
	Iteration 36Q: 3 clusters Score -6314762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 35308 members 
Entering Unmasked Estep 
Score: -6314768.500000 Penalty: 12856.429688
	Iteration 37Q: 3 clusters Score -6314768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 35308 members 
Entering Unmasked Estep 
Score: -6314771.000000 Penalty: 12856.429688
	Iteration 38Q: 3 clusters Score -6314771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 35310 members 
Entering Unmasked Estep 
Score: -6314772.000000 Penalty: 12856.429688
	Iteration 39Q: 3 clusters Score -6314772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 35313 members 
Entering Unmasked Estep 
Score: -6314781.000000 Penalty: 12856.429688
	Iteration 40F: 3 clusters Score -6314781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 35317 members 
Entering Unmasked Estep 
Score: -6314789.500000 Penalty: 12856.429688
	Iteration 41Q: 3 clusters Score -6314790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 35320 members 
Entering Unmasked Estep 
Score: -6314787.500000 Penalty: 12856.429688
	Iteration 42Q: 3 clusters Score -6314788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 35323 members 
Entering Unmasked Estep 
Score: -6314793.000000 Penalty: 12856.429688
	Iteration 43Q: 3 clusters Score -6314793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 35330 members 
Entering Unmasked Estep 
Score: -6314793.500000 Penalty: 12856.429688
	Iteration 44Q: 3 clusters Score -6314794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 35333 members 
Entering Unmasked Estep 
Score: -6314809.000000 Penalty: 12856.429688
	Iteration 45Q: 3 clusters Score -6314809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 35334 members 
Entering Unmasked Estep 
Score: -6314804.500000 Penalty: 12856.429688
	Iteration 46Q: 3 clusters Score -6314804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 35334 members 
Entering Unmasked Estep 
Score: -6314804.500000 Penalty: 12856.429688
	Iteration 47F: 3 clusters Score -6314804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Entering Unmasked Estep 
Score: -258968.093750 Penalty: 4546.204102
	Iteration 0F: 2 clusters Score -258968.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -254278.062500 Penalty: 9092.408203
	Iteration 0F: 3 clusters Score -254278.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -254871.593750 Penalty: 9092.408203
	Iteration 1F: 3 clusters Score -254871.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -255086.750000 Penalty: 9092.408203
	Iteration 2F: 3 clusters Score -255086.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -255250.359375 Penalty: 9092.408203
	Iteration 3Q: 3 clusters Score -255250.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -255384.468750 Penalty: 9092.408203
	Iteration 4Q: 3 clusters Score -255384.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -255500.609375 Penalty: 9092.408203
	Iteration 5Q: 3 clusters Score -255500.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -255639.328125 Penalty: 9092.408203
	Iteration 6Q: 3 clusters Score -255639.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -255904.406250 Penalty: 9092.408203
	Iteration 7Q: 3 clusters Score -255904.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -256315.500000 Penalty: 9092.408203
	Iteration 8Q: 3 clusters Score -256315.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -256528.203125 Penalty: 9092.408203
	Iteration 9Q: 3 clusters Score -256528.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -256712.781250 Penalty: 9092.408203
	Iteration 10Q: 3 clusters Score -256712.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -256834.750000 Penalty: 9092.408203
	Iteration 11Q: 3 clusters Score -256834.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -256893.265625 Penalty: 9092.408203
	Iteration 12Q: 3 clusters Score -256893.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -256945.000000 Penalty: 9092.408203
	Iteration 13Q: 3 clusters Score -256945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -257029.593750 Penalty: 9092.408203
	Iteration 14Q: 3 clusters Score -257029.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -257068.953125 Penalty: 9092.408203
	Iteration 15Q: 3 clusters Score -257069 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -257095.343750 Penalty: 9092.408203
	Iteration 16Q: 3 clusters Score -257095.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -257113.656250 Penalty: 9092.408203
	Iteration 17Q: 3 clusters Score -257113.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -257121.421875 Penalty: 9092.408203
	Iteration 18Q: 3 clusters Score -257121.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -257126.687500 Penalty: 9092.408203
	Iteration 19Q: 3 clusters Score -257126.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -257134.890625 Penalty: 9092.408203
	Iteration 20F: 3 clusters Score -257134.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -257158.640625 Penalty: 9092.408203
	Iteration 21Q: 3 clusters Score -257158.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -257173.796875 Penalty: 9092.408203
	Iteration 22Q: 3 clusters Score -257173.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -257182.296875 Penalty: 9092.408203
	Iteration 23Q: 3 clusters Score -257182.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -257186.765625 Penalty: 9092.408203
	Iteration 24Q: 3 clusters Score -257186.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -257187.921875 Penalty: 9092.408203
	Iteration 25Q: 3 clusters Score -257187.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -257192.250000 Penalty: 9092.408203
	Iteration 26Q: 3 clusters Score -257192.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -257194.421875 Penalty: 9092.408203
	Iteration 27Q: 3 clusters Score -257194.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -257194.421875 Penalty: 9092.408203
	Iteration 28F: 3 clusters Score -257194.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (247416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247416 members 
Entering Unmasked Estep 
Score: -42617344.000000 Penalty: 7606.530762
	Iteration 0F: 2 clusters Score -4.261734e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123888 members 
Mstep: Class 2 contains 123528 members 
Entering Unmasked Estep 
Score: -42453388.000000 Penalty: 15213.061523
	Iteration 0F: 3 clusters Score -4.245339e+07 nChanged 117397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126017 members 
Mstep: Class 2 contains 121399 members 
Entering Unmasked Estep 
Score: -42520924.000000 Penalty: 15213.061523
	Iteration 1F: 3 clusters Score -4.252092e+07 nChanged 7709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127282 members 
Mstep: Class 2 contains 120134 members 
Entering Unmasked Estep 
Score: -42522648.000000 Penalty: 15213.061523
	Iteration 2Q: 3 clusters Score -4.252265e+07 nChanged 7772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129286 members 
Mstep: Class 2 contains 118130 members 
Entering Unmasked Estep 
Score: -42524860.000000 Penalty: 15213.061523
	Iteration 3Q: 3 clusters Score -4.252486e+07 nChanged 8299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132209 members 
Mstep: Class 2 contains 115207 members 
Entering Unmasked Estep 
Score: -42527056.000000 Penalty: 15213.061523
	Iteration 4Q: 3 clusters Score -4.252706e+07 nChanged 9298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136573 members 
Mstep: Class 2 contains 110843 members 
Entering Unmasked Estep 
Score: -42530272.000000 Penalty: 15213.061523
	Iteration 5Q: 3 clusters Score -4.253027e+07 nChanged 10793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142872 members 
Mstep: Class 2 contains 104544 members 
Entering Unmasked Estep 
Score: -42535240.000000 Penalty: 15213.061523
	Iteration 6Q: 3 clusters Score -4.253524e+07 nChanged 12683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151695 members 
Mstep: Class 2 contains 95721 members 
Entering Unmasked Estep 
Score: -42541680.000000 Penalty: 15213.061523
	Iteration 7F: 3 clusters Score -4.254168e+07 nChanged 14800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163391 members 
Mstep: Class 2 contains 84025 members 
Entering Unmasked Estep 
Score: -42550720.000000 Penalty: 15213.061523
	Iteration 8F: 3 clusters Score -4.255072e+07 nChanged 16220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177355 members 
Mstep: Class 2 contains 70061 members 
Entering Unmasked Estep 
Score: -42562780.000000 Penalty: 15213.061523
	Iteration 9F: 3 clusters Score -4.256278e+07 nChanged 16122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191965 members 
Mstep: Class 2 contains 55451 members 
Entering Unmasked Estep 
Score: -42576420.000000 Penalty: 15213.061523
	Iteration 10F: 3 clusters Score -4.257642e+07 nChanged 14189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205012 members 
Mstep: Class 2 contains 42404 members 
Entering Unmasked Estep 
Score: -42588024.000000 Penalty: 15213.061523
	Iteration 11F: 3 clusters Score -4.258802e+07 nChanged 10583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214613 members 
Mstep: Class 2 contains 32803 members 
Entering Unmasked Estep 
Score: -42596148.000000 Penalty: 15213.061523
	Iteration 12Q: 3 clusters Score -4.259615e+07 nChanged 7322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220909 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -42601660.000000 Penalty: 15213.061523
	Iteration 13Q: 3 clusters Score -4.260166e+07 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224951 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -42604948.000000 Penalty: 15213.061523
	Iteration 14Q: 3 clusters Score -4.260495e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227764 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -42606528.000000 Penalty: 15213.061523
	Iteration 15Q: 3 clusters Score -4.260653e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229909 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -42607552.000000 Penalty: 15213.061523
	Iteration 16Q: 3 clusters Score -4.260755e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231679 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -42608320.000000 Penalty: 15213.061523
	Iteration 17Q: 3 clusters Score -4.260832e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233162 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -42608780.000000 Penalty: 15213.061523
	Iteration 18Q: 3 clusters Score -4.260878e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234412 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -42609404.000000 Penalty: 15213.061523
	Iteration 19Q: 3 clusters Score -4.26094e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235458 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -42609704.000000 Penalty: 15213.061523
	Iteration 20F: 3 clusters Score -4.26097e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236342 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -42609872.000000 Penalty: 15213.061523
	Iteration 21Q: 3 clusters Score -4.260987e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237093 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -42610144.000000 Penalty: 15213.061523
	Iteration 22Q: 3 clusters Score -4.261014e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237752 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -42610268.000000 Penalty: 15213.061523
	Iteration 23Q: 3 clusters Score -4.261027e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238303 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -42610472.000000 Penalty: 15213.061523
	Iteration 24Q: 3 clusters Score -4.261047e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238795 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -42610752.000000 Penalty: 15213.061523
	Iteration 25Q: 3 clusters Score -4.261075e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239213 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -42610892.000000 Penalty: 15213.061523
	Iteration 26Q: 3 clusters Score -4.261089e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239554 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -42611044.000000 Penalty: 15213.061523
	Iteration 27Q: 3 clusters Score -4.261104e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239819 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -42611172.000000 Penalty: 15213.061523
	Iteration 28Q: 3 clusters Score -4.261117e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240081 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -42611272.000000 Penalty: 15213.061523
	Iteration 29Q: 3 clusters Score -4.261127e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240320 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -42611300.000000 Penalty: 15213.061523
	Iteration 30Q: 3 clusters Score -4.26113e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240537 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -42611416.000000 Penalty: 15213.061523
	Iteration 31Q: 3 clusters Score -4.261142e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240752 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -42611488.000000 Penalty: 15213.061523
	Iteration 32Q: 3 clusters Score -4.261149e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240945 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -42611572.000000 Penalty: 15213.061523
	Iteration 33Q: 3 clusters Score -4.261157e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241104 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -42611620.000000 Penalty: 15213.061523
	Iteration 34Q: 3 clusters Score -4.261162e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241256 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -42611648.000000 Penalty: 15213.061523
	Iteration 35Q: 3 clusters Score -4.261165e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241395 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -42611748.000000 Penalty: 15213.061523
	Iteration 36Q: 3 clusters Score -4.261175e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241556 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -42611784.000000 Penalty: 15213.061523
	Iteration 37Q: 3 clusters Score -4.261178e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241694 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -42611824.000000 Penalty: 15213.061523
	Iteration 38Q: 3 clusters Score -4.261182e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241832 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -42611928.000000 Penalty: 15213.061523
	Iteration 39Q: 3 clusters Score -4.261193e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241962 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -42612008.000000 Penalty: 15213.061523
	Iteration 40F: 3 clusters Score -4.261201e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242093 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -42612228.000000 Penalty: 15213.061523
	Iteration 41Q: 3 clusters Score -4.261223e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242219 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -42612448.000000 Penalty: 15213.061523
	Iteration 42Q: 3 clusters Score -4.261245e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242317 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -42612608.000000 Penalty: 15213.061523
	Iteration 43Q: 3 clusters Score -4.261261e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242395 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -42612760.000000 Penalty: 15213.061523
	Iteration 44Q: 3 clusters Score -4.261276e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242443 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -42612852.000000 Penalty: 15213.061523
	Iteration 45Q: 3 clusters Score -4.261285e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242474 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -42612956.000000 Penalty: 15213.061523
	Iteration 46Q: 3 clusters Score -4.261296e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242483 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -42612988.000000 Penalty: 15213.061523
	Iteration 47Q: 3 clusters Score -4.261299e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242487 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -42613004.000000 Penalty: 15213.061523
	Iteration 48Q: 3 clusters Score -4.2613e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242483 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -42613008.000000 Penalty: 15213.061523
	Iteration 49Q: 3 clusters Score -4.261301e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242495 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -42613004.000000 Penalty: 15213.061523
	Iteration 50Q: 3 clusters Score -4.2613e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242510 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -42613028.000000 Penalty: 15213.061523
	Iteration 51Q: 3 clusters Score -4.261303e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242518 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -42613000.000000 Penalty: 15213.061523
	Iteration 52Q: 3 clusters Score -4.2613e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242516 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -42613016.000000 Penalty: 15213.061523
	Iteration 53Q: 3 clusters Score -4.261302e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242503 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -42613040.000000 Penalty: 15213.061523
	Iteration 54Q: 3 clusters Score -4.261304e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242503 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -42612988.000000 Penalty: 15213.061523
	Iteration 55Q: 3 clusters Score -4.261299e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242504 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -42613012.000000 Penalty: 15213.061523
	Iteration 56Q: 3 clusters Score -4.261301e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242509 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -42613012.000000 Penalty: 15213.061523
	Iteration 57Q: 3 clusters Score -4.261301e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242515 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -42613008.000000 Penalty: 15213.061523
	Iteration 58Q: 3 clusters Score -4.261301e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242515 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -42613024.000000 Penalty: 15213.061523
	Iteration 59Q: 3 clusters Score -4.261302e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242516 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -42613032.000000 Penalty: 15213.061523
	Iteration 60F: 3 clusters Score -4.261303e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242514 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -42613036.000000 Penalty: 15213.061523
	Iteration 61Q: 3 clusters Score -4.261304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242510 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -42613028.000000 Penalty: 15213.061523
	Iteration 62Q: 3 clusters Score -4.261303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242508 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -42613028.000000 Penalty: 15213.061523
	Iteration 63Q: 3 clusters Score -4.261303e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242504 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -42613036.000000 Penalty: 15213.061523
	Iteration 64Q: 3 clusters Score -4.261304e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242504 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -42613048.000000 Penalty: 15213.061523
	Iteration 65Q: 3 clusters Score -4.261305e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242505 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -42613032.000000 Penalty: 15213.061523
	Iteration 66Q: 3 clusters Score -4.261303e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242506 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -42613040.000000 Penalty: 15213.061523
	Iteration 67Q: 3 clusters Score -4.261304e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242506 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -42613040.000000 Penalty: 15213.061523
	Iteration 68F: 3 clusters Score -4.261304e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Entering Unmasked Estep 
Score: -2190517.000000 Penalty: 5778.938965
	Iteration 0F: 2 clusters Score -2190517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -2178749.750000 Penalty: 11557.877930
	Iteration 0F: 3 clusters Score -2178750 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -2181337.250000 Penalty: 11557.877930
	Iteration 1F: 3 clusters Score -2181337 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -2181817.000000 Penalty: 11557.877930
	Iteration 2F: 3 clusters Score -2181817 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -2182105.500000 Penalty: 11557.877930
	Iteration 3Q: 3 clusters Score -2182106 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -2182283.750000 Penalty: 11557.877930
	Iteration 4Q: 3 clusters Score -2182284 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -2182394.250000 Penalty: 11557.877930
	Iteration 5Q: 3 clusters Score -2182394 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -2182474.250000 Penalty: 11557.877930
	Iteration 6Q: 3 clusters Score -2182474 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -2182543.500000 Penalty: 11557.877930
	Iteration 7Q: 3 clusters Score -2182544 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -2182585.250000 Penalty: 11557.877930
	Iteration 8Q: 3 clusters Score -2182585 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -2182634.250000 Penalty: 11557.877930
	Iteration 9Q: 3 clusters Score -2182634 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -2182664.500000 Penalty: 11557.877930
	Iteration 10Q: 3 clusters Score -2182664 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -2182681.750000 Penalty: 11557.877930
	Iteration 11Q: 3 clusters Score -2182682 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -2182706.250000 Penalty: 11557.877930
	Iteration 12Q: 3 clusters Score -2182706 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -2182718.500000 Penalty: 11557.877930
	Iteration 13Q: 3 clusters Score -2182718 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -2182727.000000 Penalty: 11557.877930
	Iteration 14Q: 3 clusters Score -2182727 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -2182739.500000 Penalty: 11557.877930
	Iteration 15Q: 3 clusters Score -2182740 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -2182753.250000 Penalty: 11557.877930
	Iteration 16Q: 3 clusters Score -2182753 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -2182776.500000 Penalty: 11557.877930
	Iteration 17Q: 3 clusters Score -2182776 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -2182779.000000 Penalty: 11557.877930
	Iteration 18Q: 3 clusters Score -2182779 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -2182788.250000 Penalty: 11557.877930
	Iteration 19Q: 3 clusters Score -2182788 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -2182798.750000 Penalty: 11557.877930
	Iteration 20F: 3 clusters Score -2182799 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -2182804.000000 Penalty: 11557.877930
	Iteration 21Q: 3 clusters Score -2182804 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -2182821.000000 Penalty: 11557.877930
	Iteration 22Q: 3 clusters Score -2182821 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -2182832.500000 Penalty: 11557.877930
	Iteration 23Q: 3 clusters Score -2182832 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -2182832.000000 Penalty: 11557.877930
	Iteration 24Q: 3 clusters Score -2182832 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -2182838.250000 Penalty: 11557.877930
	Iteration 25Q: 3 clusters Score -2182838 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -2182847.750000 Penalty: 11557.877930
	Iteration 26Q: 3 clusters Score -2182848 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -2182851.250000 Penalty: 11557.877930
	Iteration 27Q: 3 clusters Score -2182851 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -2182857.000000 Penalty: 11557.877930
	Iteration 28Q: 3 clusters Score -2182857 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -2182861.250000 Penalty: 11557.877930
	Iteration 29Q: 3 clusters Score -2182861 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -2182861.250000 Penalty: 11557.877930
	Iteration 30Q: 3 clusters Score -2182861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -2182865.250000 Penalty: 11557.877930
	Iteration 31Q: 3 clusters Score -2182865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -2182863.750000 Penalty: 11557.877930
	Iteration 32Q: 3 clusters Score -2182864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -2182866.750000 Penalty: 11557.877930
	Iteration 33Q: 3 clusters Score -2182867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -2182868.500000 Penalty: 11557.877930
	Iteration 34Q: 3 clusters Score -2182868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -2182868.250000 Penalty: 11557.877930
	Iteration 35Q: 3 clusters Score -2182868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -2182869.000000 Penalty: 11557.877930
	Iteration 36Q: 3 clusters Score -2182869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -2182869.000000 Penalty: 11557.877930
	Iteration 37F: 3 clusters Score -2182869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (45916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45916 members 
Entering Unmasked Estep 
Score: -7981448.000000 Penalty: 6574.923340
	Iteration 0F: 2 clusters Score -7981448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -7948318.500000 Penalty: 13149.846680
	Iteration 0F: 3 clusters Score -7948318 nChanged 20169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 24139 members 
Entering Unmasked Estep 
Score: -7959051.500000 Penalty: 13149.846680
	Iteration 1F: 3 clusters Score -7959052 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -7959979.500000 Penalty: 13149.846680
	Iteration 2F: 3 clusters Score -7959980 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 25600 members 
Entering Unmasked Estep 
Score: -7960710.000000 Penalty: 13149.846680
	Iteration 3Q: 3 clusters Score -7960710 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 26627 members 
Entering Unmasked Estep 
Score: -7961345.000000 Penalty: 13149.846680
	Iteration 4Q: 3 clusters Score -7961345 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 27969 members 
Entering Unmasked Estep 
Score: -7962007.000000 Penalty: 13149.846680
	Iteration 5Q: 3 clusters Score -7962007 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 29622 members 
Entering Unmasked Estep 
Score: -7962909.500000 Penalty: 13149.846680
	Iteration 6Q: 3 clusters Score -7962910 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 31673 members 
Entering Unmasked Estep 
Score: -7964231.500000 Penalty: 13149.846680
	Iteration 7Q: 3 clusters Score -7964232 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 34224 members 
Entering Unmasked Estep 
Score: -7966138.000000 Penalty: 13149.846680
	Iteration 8F: 3 clusters Score -7966138 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 37023 members 
Entering Unmasked Estep 
Score: -7968637.500000 Penalty: 13149.846680
	Iteration 9F: 3 clusters Score -7968638 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 39773 members 
Entering Unmasked Estep 
Score: -7971468.000000 Penalty: 13149.846680
	Iteration 10F: 3 clusters Score -7971468 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 41866 members 
Entering Unmasked Estep 
Score: -7973681.500000 Penalty: 13149.846680
	Iteration 11F: 3 clusters Score -7973682 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 43077 members 
Entering Unmasked Estep 
Score: -7975139.500000 Penalty: 13149.846680
	Iteration 12Q: 3 clusters Score -7975140 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 43678 members 
Entering Unmasked Estep 
Score: -7975976.500000 Penalty: 13149.846680
	Iteration 13Q: 3 clusters Score -7975976 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 43947 members 
Entering Unmasked Estep 
Score: -7976461.000000 Penalty: 13149.846680
	Iteration 14Q: 3 clusters Score -7976461 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 44064 members 
Entering Unmasked Estep 
Score: -7976813.000000 Penalty: 13149.846680
	Iteration 15Q: 3 clusters Score -7976813 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 44090 members 
Entering Unmasked Estep 
Score: -7977018.500000 Penalty: 13149.846680
	Iteration 16Q: 3 clusters Score -7977018 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 44084 members 
Entering Unmasked Estep 
Score: -7977126.500000 Penalty: 13149.846680
	Iteration 17Q: 3 clusters Score -7977126 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 44068 members 
Entering Unmasked Estep 
Score: -7977211.000000 Penalty: 13149.846680
	Iteration 18Q: 3 clusters Score -7977211 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 44044 members 
Entering Unmasked Estep 
Score: -7977275.000000 Penalty: 13149.846680
	Iteration 19Q: 3 clusters Score -7977275 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 44025 members 
Entering Unmasked Estep 
Score: -7977313.000000 Penalty: 13149.846680
	Iteration 20F: 3 clusters Score -7977313 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 44008 members 
Entering Unmasked Estep 
Score: -7977350.000000 Penalty: 13149.846680
	Iteration 21Q: 3 clusters Score -7977350 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 43983 members 
Entering Unmasked Estep 
Score: -7977362.500000 Penalty: 13149.846680
	Iteration 22Q: 3 clusters Score -7977362 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 43974 members 
Entering Unmasked Estep 
Score: -7977385.000000 Penalty: 13149.846680
	Iteration 23Q: 3 clusters Score -7977385 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 43962 members 
Entering Unmasked Estep 
Score: -7977400.000000 Penalty: 13149.846680
	Iteration 24Q: 3 clusters Score -7977400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 43948 members 
Entering Unmasked Estep 
Score: -7977405.000000 Penalty: 13149.846680
	Iteration 25Q: 3 clusters Score -7977405 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 43943 members 
Entering Unmasked Estep 
Score: -7977396.500000 Penalty: 13149.846680
	Iteration 26Q: 3 clusters Score -7977396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 43944 members 
Entering Unmasked Estep 
Score: -7977403.500000 Penalty: 13149.846680
	Iteration 27Q: 3 clusters Score -7977404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 43945 members 
Entering Unmasked Estep 
Score: -7977412.500000 Penalty: 13149.846680
	Iteration 28Q: 3 clusters Score -7977412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 43945 members 
Entering Unmasked Estep 
Score: -7977403.000000 Penalty: 13149.846680
	Iteration 29Q: 3 clusters Score -7977403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 43944 members 
Entering Unmasked Estep 
Score: -7977412.000000 Penalty: 13149.846680
	Iteration 30Q: 3 clusters Score -7977412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 43947 members 
Entering Unmasked Estep 
Score: -7977414.000000 Penalty: 13149.846680
	Iteration 31Q: 3 clusters Score -7977414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 43945 members 
Entering Unmasked Estep 
Score: -7977410.000000 Penalty: 13149.846680
	Iteration 32Q: 3 clusters Score -7977410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 43946 members 
Entering Unmasked Estep 
Score: -7977400.000000 Penalty: 13149.846680
	Iteration 33Q: 3 clusters Score -7977400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 43948 members 
Entering Unmasked Estep 
Score: -7977401.500000 Penalty: 13149.846680
	Iteration 34Q: 3 clusters Score -7977402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 43948 members 
Entering Unmasked Estep 
Score: -7977407.000000 Penalty: 13149.846680
	Iteration 35Q: 3 clusters Score -7977407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 43946 members 
Entering Unmasked Estep 
Score: -7977407.500000 Penalty: 13149.846680
	Iteration 36Q: 3 clusters Score -7977408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 43944 members 
Entering Unmasked Estep 
Score: -7977412.000000 Penalty: 13149.846680
	Iteration 37Q: 3 clusters Score -7977412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 43944 members 
Entering Unmasked Estep 
Score: -7977415.500000 Penalty: 13149.846680
	Iteration 38Q: 3 clusters Score -7977416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 43943 members 
Entering Unmasked Estep 
Score: -7977411.000000 Penalty: 13149.846680
	Iteration 39Q: 3 clusters Score -7977411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 43943 members 
Entering Unmasked Estep 
Score: -7977411.000000 Penalty: 13149.846680
	Iteration 40F: 3 clusters Score -7977411 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Entering Unmasked Estep 
Score: -113960.351562 Penalty: 4082.731201
	Iteration 0F: 2 clusters Score -113960.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -110216.765625 Penalty: 8165.462402
	Iteration 0F: 3 clusters Score -110216.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -110589.046875 Penalty: 8165.462402
	Iteration 1F: 3 clusters Score -110589 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -110786.648438 Penalty: 8165.462402
	Iteration 2F: 3 clusters Score -110786.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -111015.328125 Penalty: 8165.462402
	Iteration 3Q: 3 clusters Score -111015.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -111238.218750 Penalty: 8165.462402
	Iteration 4Q: 3 clusters Score -111238.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -111286.750000 Penalty: 8165.462402
	Iteration 5Q: 3 clusters Score -111286.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -111320.968750 Penalty: 8165.462402
	Iteration 6Q: 3 clusters Score -111321 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -111388.507812 Penalty: 8165.462402
	Iteration 7Q: 3 clusters Score -111388.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -111431.679688 Penalty: 8165.462402
	Iteration 8Q: 3 clusters Score -111431.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -111447.156250 Penalty: 8165.462402
	Iteration 9Q: 3 clusters Score -111447.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -111464.007812 Penalty: 8165.462402
	Iteration 10Q: 3 clusters Score -111464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -111470.398438 Penalty: 8165.462402
	Iteration 11Q: 3 clusters Score -111470.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -111473.187500 Penalty: 8165.462402
	Iteration 12Q: 3 clusters Score -111473.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -111473.187500 Penalty: 8165.462402
	Iteration 13F: 3 clusters Score -111473.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (33325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33325 members 
Entering Unmasked Estep 
Score: -5488718.000000 Penalty: 6378.613770
	Iteration 0F: 2 clusters Score -5488718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -5463782.500000 Penalty: 12757.227539
	Iteration 0F: 3 clusters Score -5463782 nChanged 14203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -5471338.000000 Penalty: 12757.227539
	Iteration 1F: 3 clusters Score -5471338 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -5472175.500000 Penalty: 12757.227539
	Iteration 2F: 3 clusters Score -5472176 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -5472785.000000 Penalty: 12757.227539
	Iteration 3Q: 3 clusters Score -5472785 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -5473223.500000 Penalty: 12757.227539
	Iteration 4Q: 3 clusters Score -5473224 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -5473580.500000 Penalty: 12757.227539
	Iteration 5Q: 3 clusters Score -5473580 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -5473938.500000 Penalty: 12757.227539
	Iteration 6Q: 3 clusters Score -5473938 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -5474270.000000 Penalty: 12757.227539
	Iteration 7Q: 3 clusters Score -5474270 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -5474619.000000 Penalty: 12757.227539
	Iteration 8Q: 3 clusters Score -5474619 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -5474917.000000 Penalty: 12757.227539
	Iteration 9Q: 3 clusters Score -5474917 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -5475268.000000 Penalty: 12757.227539
	Iteration 10Q: 3 clusters Score -5475268 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -5475618.500000 Penalty: 12757.227539
	Iteration 11Q: 3 clusters Score -5475618 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -5476064.000000 Penalty: 12757.227539
	Iteration 12Q: 3 clusters Score -5476064 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -5476610.500000 Penalty: 12757.227539
	Iteration 13Q: 3 clusters Score -5476610 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 24598 members 
Entering Unmasked Estep 
Score: -5477276.000000 Penalty: 12757.227539
	Iteration 14Q: 3 clusters Score -5477276 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 25841 members 
Entering Unmasked Estep 
Score: -5478056.500000 Penalty: 12757.227539
	Iteration 15Q: 3 clusters Score -5478056 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 27089 members 
Entering Unmasked Estep 
Score: -5478944.500000 Penalty: 12757.227539
	Iteration 16Q: 3 clusters Score -5478944 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 28312 members 
Entering Unmasked Estep 
Score: -5479816.500000 Penalty: 12757.227539
	Iteration 17Q: 3 clusters Score -5479816 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 29362 members 
Entering Unmasked Estep 
Score: -5480575.000000 Penalty: 12757.227539
	Iteration 18Q: 3 clusters Score -5480575 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 30235 members 
Entering Unmasked Estep 
Score: -5481275.000000 Penalty: 12757.227539
	Iteration 19Q: 3 clusters Score -5481275 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 30916 members 
Entering Unmasked Estep 
Score: -5481812.000000 Penalty: 12757.227539
	Iteration 20F: 3 clusters Score -5481812 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 31376 members 
Entering Unmasked Estep 
Score: -5482185.000000 Penalty: 12757.227539
	Iteration 21Q: 3 clusters Score -5482185 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 31699 members 
Entering Unmasked Estep 
Score: -5482426.000000 Penalty: 12757.227539
	Iteration 22Q: 3 clusters Score -5482426 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 31911 members 
Entering Unmasked Estep 
Score: -5482613.000000 Penalty: 12757.227539
	Iteration 23Q: 3 clusters Score -5482613 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 32052 members 
Entering Unmasked Estep 
Score: -5482749.500000 Penalty: 12757.227539
	Iteration 24Q: 3 clusters Score -5482750 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 32149 members 
Entering Unmasked Estep 
Score: -5482843.500000 Penalty: 12757.227539
	Iteration 25Q: 3 clusters Score -5482844 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 32209 members 
Entering Unmasked Estep 
Score: -5482903.500000 Penalty: 12757.227539
	Iteration 26Q: 3 clusters Score -5482904 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 32252 members 
Entering Unmasked Estep 
Score: -5482936.000000 Penalty: 12757.227539
	Iteration 27Q: 3 clusters Score -5482936 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 32285 members 
Entering Unmasked Estep 
Score: -5482976.000000 Penalty: 12757.227539
	Iteration 28Q: 3 clusters Score -5482976 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 32309 members 
Entering Unmasked Estep 
Score: -5482990.500000 Penalty: 12757.227539
	Iteration 29Q: 3 clusters Score -5482990 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 32334 members 
Entering Unmasked Estep 
Score: -5483000.500000 Penalty: 12757.227539
	Iteration 30Q: 3 clusters Score -5483000 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 32357 members 
Entering Unmasked Estep 
Score: -5483028.000000 Penalty: 12757.227539
	Iteration 31Q: 3 clusters Score -5483028 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 32373 members 
Entering Unmasked Estep 
Score: -5483055.000000 Penalty: 12757.227539
	Iteration 32Q: 3 clusters Score -5483055 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 32397 members 
Entering Unmasked Estep 
Score: -5483087.000000 Penalty: 12757.227539
	Iteration 33Q: 3 clusters Score -5483087 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 32415 members 
Entering Unmasked Estep 
Score: -5483109.000000 Penalty: 12757.227539
	Iteration 34Q: 3 clusters Score -5483109 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 32432 members 
Entering Unmasked Estep 
Score: -5483125.000000 Penalty: 12757.227539
	Iteration 35Q: 3 clusters Score -5483125 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 32455 members 
Entering Unmasked Estep 
Score: -5483149.500000 Penalty: 12757.227539
	Iteration 36Q: 3 clusters Score -5483150 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 32468 members 
Entering Unmasked Estep 
Score: -5483180.000000 Penalty: 12757.227539
	Iteration 37Q: 3 clusters Score -5483180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 32483 members 
Entering Unmasked Estep 
Score: -5483192.500000 Penalty: 12757.227539
	Iteration 38Q: 3 clusters Score -5483192 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
Score: -5483205.000000 Penalty: 12757.227539
	Iteration 39Q: 3 clusters Score -5483205 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 32499 members 
Entering Unmasked Estep 
Score: -5483219.500000 Penalty: 12757.227539
	Iteration 40F: 3 clusters Score -5483220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 32503 members 
Entering Unmasked Estep 
Score: -5483233.500000 Penalty: 12757.227539
	Iteration 41Q: 3 clusters Score -5483234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 32505 members 
Entering Unmasked Estep 
Score: -5483246.000000 Penalty: 12757.227539
	Iteration 42Q: 3 clusters Score -5483246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 32507 members 
Entering Unmasked Estep 
Score: -5483242.000000 Penalty: 12757.227539
	Iteration 43Q: 3 clusters Score -5483242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 32511 members 
Entering Unmasked Estep 
Score: -5483250.000000 Penalty: 12757.227539
	Iteration 44Q: 3 clusters Score -5483250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -5483253.000000 Penalty: 12757.227539
	Iteration 45Q: 3 clusters Score -5483253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 32519 members 
Entering Unmasked Estep 
Score: -5483250.500000 Penalty: 12757.227539
	Iteration 46Q: 3 clusters Score -5483250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 32523 members 
Entering Unmasked Estep 
Score: -5483250.000000 Penalty: 12757.227539
	Iteration 47Q: 3 clusters Score -5483250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 32528 members 
Entering Unmasked Estep 
Score: -5483252.000000 Penalty: 12757.227539
	Iteration 48Q: 3 clusters Score -5483252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 32529 members 
Entering Unmasked Estep 
Score: -5483260.000000 Penalty: 12757.227539
	Iteration 49Q: 3 clusters Score -5483260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 32531 members 
Entering Unmasked Estep 
Score: -5483263.500000 Penalty: 12757.227539
	Iteration 50Q: 3 clusters Score -5483264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 32530 members 
Entering Unmasked Estep 
Score: -5483267.500000 Penalty: 12757.227539
	Iteration 51Q: 3 clusters Score -5483268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 32530 members 
Entering Unmasked Estep 
Score: -5483267.500000 Penalty: 12757.227539
	Iteration 52F: 3 clusters Score -5483268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Entering Unmasked Estep 
Score: -175553.953125 Penalty: 4322.962402
	Iteration 0F: 2 clusters Score -175554 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 561 members 
Entering Unmasked Estep 
Score: -171290.062500 Penalty: 8645.924805
	Iteration 0F: 3 clusters Score -171290.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -171844.000000 Penalty: 8645.924805
	Iteration 1F: 3 clusters Score -171844 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -172037.578125 Penalty: 8645.924805
	Iteration 2F: 3 clusters Score -172037.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -172201.031250 Penalty: 8645.924805
	Iteration 3Q: 3 clusters Score -172201 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -172338.968750 Penalty: 8645.924805
	Iteration 4Q: 3 clusters Score -172339 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -172453.921875 Penalty: 8645.924805
	Iteration 5Q: 3 clusters Score -172453.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -172539.906250 Penalty: 8645.924805
	Iteration 6Q: 3 clusters Score -172539.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -172618.937500 Penalty: 8645.924805
	Iteration 7Q: 3 clusters Score -172618.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -172703.390625 Penalty: 8645.924805
	Iteration 8Q: 3 clusters Score -172703.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -172794.812500 Penalty: 8645.924805
	Iteration 9Q: 3 clusters Score -172794.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -172872.328125 Penalty: 8645.924805
	Iteration 10Q: 3 clusters Score -172872.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -172926.828125 Penalty: 8645.924805
	Iteration 11Q: 3 clusters Score -172926.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -172995.968750 Penalty: 8645.924805
	Iteration 12Q: 3 clusters Score -172996 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -173088.000000 Penalty: 8645.924805
	Iteration 13Q: 3 clusters Score -173088 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -173200.703125 Penalty: 8645.924805
	Iteration 14Q: 3 clusters Score -173200.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -173307.625000 Penalty: 8645.924805
	Iteration 15Q: 3 clusters Score -173307.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -173425.750000 Penalty: 8645.924805
	Iteration 16Q: 3 clusters Score -173425.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -173499.640625 Penalty: 8645.924805
	Iteration 17Q: 3 clusters Score -173499.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -173578.875000 Penalty: 8645.924805
	Iteration 18Q: 3 clusters Score -173578.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -173633.609375 Penalty: 8645.924805
	Iteration 19Q: 3 clusters Score -173633.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -173683.875000 Penalty: 8645.924805
	Iteration 20F: 3 clusters Score -173683.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -173707.531250 Penalty: 8645.924805
	Iteration 21Q: 3 clusters Score -173707.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -173731.859375 Penalty: 8645.924805
	Iteration 22Q: 3 clusters Score -173731.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -173739.953125 Penalty: 8645.924805
	Iteration 23Q: 3 clusters Score -173740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -173755.671875 Penalty: 8645.924805
	Iteration 24Q: 3 clusters Score -173755.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -173773.312500 Penalty: 8645.924805
	Iteration 25Q: 3 clusters Score -173773.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -173786.421875 Penalty: 8645.924805
	Iteration 26Q: 3 clusters Score -173786.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -173795.734375 Penalty: 8645.924805
	Iteration 27Q: 3 clusters Score -173795.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -173797.359375 Penalty: 8645.924805
	Iteration 28Q: 3 clusters Score -173797.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -173797.359375 Penalty: 8645.924805
	Iteration 29F: 3 clusters Score -173797.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Entering Unmasked Estep 
Score: -1481233.625000 Penalty: 5575.642090
	Iteration 0F: 2 clusters Score -1481234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1471634.375000 Penalty: 11151.284180
	Iteration 0F: 3 clusters Score -1471634 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1473535.375000 Penalty: 11151.284180
	Iteration 1F: 3 clusters Score -1473535 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1473969.875000 Penalty: 11151.284180
	Iteration 2F: 3 clusters Score -1473970 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1474244.500000 Penalty: 11151.284180
	Iteration 3Q: 3 clusters Score -1474244 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1474471.875000 Penalty: 11151.284180
	Iteration 4Q: 3 clusters Score -1474472 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1474669.250000 Penalty: 11151.284180
	Iteration 5Q: 3 clusters Score -1474669 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1474827.500000 Penalty: 11151.284180
	Iteration 6Q: 3 clusters Score -1474828 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1474947.375000 Penalty: 11151.284180
	Iteration 7Q: 3 clusters Score -1474947 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1475060.000000 Penalty: 11151.284180
	Iteration 8Q: 3 clusters Score -1475060 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1475159.875000 Penalty: 11151.284180
	Iteration 9Q: 3 clusters Score -1475160 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1475252.375000 Penalty: 11151.284180
	Iteration 10Q: 3 clusters Score -1475252 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1475336.875000 Penalty: 11151.284180
	Iteration 11Q: 3 clusters Score -1475337 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1475414.750000 Penalty: 11151.284180
	Iteration 12Q: 3 clusters Score -1475415 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1475493.000000 Penalty: 11151.284180
	Iteration 13Q: 3 clusters Score -1475493 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1475575.000000 Penalty: 11151.284180
	Iteration 14Q: 3 clusters Score -1475575 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1475667.125000 Penalty: 11151.284180
	Iteration 15Q: 3 clusters Score -1475667 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1475747.500000 Penalty: 11151.284180
	Iteration 16Q: 3 clusters Score -1475748 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1475807.250000 Penalty: 11151.284180
	Iteration 17Q: 3 clusters Score -1475807 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1475873.375000 Penalty: 11151.284180
	Iteration 18Q: 3 clusters Score -1475873 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1475935.375000 Penalty: 11151.284180
	Iteration 19Q: 3 clusters Score -1475935 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1475996.375000 Penalty: 11151.284180
	Iteration 20F: 3 clusters Score -1475996 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1476055.000000 Penalty: 11151.284180
	Iteration 21Q: 3 clusters Score -1476055 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1476110.875000 Penalty: 11151.284180
	Iteration 22Q: 3 clusters Score -1476111 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1476172.125000 Penalty: 11151.284180
	Iteration 23Q: 3 clusters Score -1476172 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1476230.750000 Penalty: 11151.284180
	Iteration 24Q: 3 clusters Score -1476231 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1476291.375000 Penalty: 11151.284180
	Iteration 25Q: 3 clusters Score -1476291 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1476344.875000 Penalty: 11151.284180
	Iteration 26Q: 3 clusters Score -1476345 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1476394.750000 Penalty: 11151.284180
	Iteration 27Q: 3 clusters Score -1476395 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1476438.375000 Penalty: 11151.284180
	Iteration 28Q: 3 clusters Score -1476438 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1476475.625000 Penalty: 11151.284180
	Iteration 29Q: 3 clusters Score -1476476 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1476515.625000 Penalty: 11151.284180
	Iteration 30Q: 3 clusters Score -1476516 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1476546.375000 Penalty: 11151.284180
	Iteration 31Q: 3 clusters Score -1476546 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1476574.625000 Penalty: 11151.284180
	Iteration 32Q: 3 clusters Score -1476575 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1476602.125000 Penalty: 11151.284180
	Iteration 33Q: 3 clusters Score -1476602 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1476629.250000 Penalty: 11151.284180
	Iteration 34Q: 3 clusters Score -1476629 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1476653.500000 Penalty: 11151.284180
	Iteration 35Q: 3 clusters Score -1476654 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1476680.375000 Penalty: 11151.284180
	Iteration 36Q: 3 clusters Score -1476680 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1476702.625000 Penalty: 11151.284180
	Iteration 37Q: 3 clusters Score -1476703 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1476736.500000 Penalty: 11151.284180
	Iteration 38Q: 3 clusters Score -1476736 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1476758.625000 Penalty: 11151.284180
	Iteration 39Q: 3 clusters Score -1476759 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1476798.000000 Penalty: 11151.284180
	Iteration 40F: 3 clusters Score -1476798 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1476830.625000 Penalty: 11151.284180
	Iteration 41Q: 3 clusters Score -1476831 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1476859.500000 Penalty: 11151.284180
	Iteration 42Q: 3 clusters Score -1476860 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1476887.375000 Penalty: 11151.284180
	Iteration 43Q: 3 clusters Score -1476887 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1476920.625000 Penalty: 11151.284180
	Iteration 44Q: 3 clusters Score -1476921 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1476951.375000 Penalty: 11151.284180
	Iteration 45Q: 3 clusters Score -1476951 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1476975.375000 Penalty: 11151.284180
	Iteration 46Q: 3 clusters Score -1476975 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1476999.875000 Penalty: 11151.284180
	Iteration 47Q: 3 clusters Score -1477000 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1477029.250000 Penalty: 11151.284180
	Iteration 48Q: 3 clusters Score -1477029 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1477035.500000 Penalty: 11151.284180
	Iteration 49Q: 3 clusters Score -1477036 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1477046.250000 Penalty: 11151.284180
	Iteration 50Q: 3 clusters Score -1477046 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1477052.125000 Penalty: 11151.284180
	Iteration 51Q: 3 clusters Score -1477052 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1477065.750000 Penalty: 11151.284180
	Iteration 52Q: 3 clusters Score -1477066 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1477075.875000 Penalty: 11151.284180
	Iteration 53Q: 3 clusters Score -1477076 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1477085.750000 Penalty: 11151.284180
	Iteration 54Q: 3 clusters Score -1477086 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1477098.625000 Penalty: 11151.284180
	Iteration 55Q: 3 clusters Score -1477099 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1477107.500000 Penalty: 11151.284180
	Iteration 56Q: 3 clusters Score -1477108 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1477117.125000 Penalty: 11151.284180
	Iteration 57Q: 3 clusters Score -1477117 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1477126.250000 Penalty: 11151.284180
	Iteration 58Q: 3 clusters Score -1477126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1477134.750000 Penalty: 11151.284180
	Iteration 59Q: 3 clusters Score -1477135 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1477136.500000 Penalty: 11151.284180
	Iteration 60F: 3 clusters Score -1477136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1477139.250000 Penalty: 11151.284180
	Iteration 61Q: 3 clusters Score -1477139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1477143.375000 Penalty: 11151.284180
	Iteration 62Q: 3 clusters Score -1477143 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1477143.625000 Penalty: 11151.284180
	Iteration 63Q: 3 clusters Score -1477144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1477148.625000 Penalty: 11151.284180
	Iteration 64Q: 3 clusters Score -1477149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1477151.750000 Penalty: 11151.284180
	Iteration 65Q: 3 clusters Score -1477152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1477157.125000 Penalty: 11151.284180
	Iteration 66Q: 3 clusters Score -1477157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1477158.750000 Penalty: 11151.284180
	Iteration 67Q: 3 clusters Score -1477159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1477159.875000 Penalty: 11151.284180
	Iteration 68Q: 3 clusters Score -1477160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1477160.500000 Penalty: 11151.284180
	Iteration 69Q: 3 clusters Score -1477160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1477164.500000 Penalty: 11151.284180
	Iteration 70Q: 3 clusters Score -1477164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1477166.375000 Penalty: 11151.284180
	Iteration 71Q: 3 clusters Score -1477166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1477171.000000 Penalty: 11151.284180
	Iteration 72Q: 3 clusters Score -1477171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1477175.125000 Penalty: 11151.284180
	Iteration 73Q: 3 clusters Score -1477175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1477178.625000 Penalty: 11151.284180
	Iteration 74Q: 3 clusters Score -1477179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1477180.250000 Penalty: 11151.284180
	Iteration 75Q: 3 clusters Score -1477180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1477181.625000 Penalty: 11151.284180
	Iteration 76Q: 3 clusters Score -1477182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1477181.625000 Penalty: 11151.284180
	Iteration 77F: 3 clusters Score -1477182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (47116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47116 members 
Entering Unmasked Estep 
Score: -8129275.500000 Penalty: 6590.725586
	Iteration 0F: 2 clusters Score -8129276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -8095533.500000 Penalty: 13181.451172
	Iteration 0F: 3 clusters Score -8095534 nChanged 20572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 24219 members 
Entering Unmasked Estep 
Score: -8106379.500000 Penalty: 13181.451172
	Iteration 1F: 3 clusters Score -8106380 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 24596 members 
Entering Unmasked Estep 
Score: -8107266.500000 Penalty: 13181.451172
	Iteration 2F: 3 clusters Score -8107266 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 25156 members 
Entering Unmasked Estep 
Score: -8107913.500000 Penalty: 13181.451172
	Iteration 3Q: 3 clusters Score -8107914 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 25874 members 
Entering Unmasked Estep 
Score: -8108465.500000 Penalty: 13181.451172
	Iteration 4Q: 3 clusters Score -8108466 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 26700 members 
Entering Unmasked Estep 
Score: -8108994.500000 Penalty: 13181.451172
	Iteration 5Q: 3 clusters Score -8108994 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 27690 members 
Entering Unmasked Estep 
Score: -8109592.000000 Penalty: 13181.451172
	Iteration 6Q: 3 clusters Score -8109592 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18129 members 
Mstep: Class 2 contains 28987 members 
Entering Unmasked Estep 
Score: -8110258.000000 Penalty: 13181.451172
	Iteration 7Q: 3 clusters Score -8110258 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 30549 members 
Entering Unmasked Estep 
Score: -8111133.000000 Penalty: 13181.451172
	Iteration 8Q: 3 clusters Score -8111133 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 32492 members 
Entering Unmasked Estep 
Score: -8112339.500000 Penalty: 13181.451172
	Iteration 9Q: 3 clusters Score -8112340 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 34760 members 
Entering Unmasked Estep 
Score: -8113945.500000 Penalty: 13181.451172
	Iteration 10F: 3 clusters Score -8113946 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 37275 members 
Entering Unmasked Estep 
Score: -8115878.000000 Penalty: 13181.451172
	Iteration 11F: 3 clusters Score -8115878 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 39818 members 
Entering Unmasked Estep 
Score: -8117927.500000 Penalty: 13181.451172
	Iteration 12F: 3 clusters Score -8117928 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 42045 members 
Entering Unmasked Estep 
Score: -8119924.000000 Penalty: 13181.451172
	Iteration 13Q: 3 clusters Score -8119924 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 43645 members 
Entering Unmasked Estep 
Score: -8121278.500000 Penalty: 13181.451172
	Iteration 14Q: 3 clusters Score -8121278 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 44617 members 
Entering Unmasked Estep 
Score: -8122079.500000 Penalty: 13181.451172
	Iteration 15Q: 3 clusters Score -8122080 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 45207 members 
Entering Unmasked Estep 
Score: -8122627.500000 Penalty: 13181.451172
	Iteration 16Q: 3 clusters Score -8122628 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 45548 members 
Entering Unmasked Estep 
Score: -8122903.500000 Penalty: 13181.451172
	Iteration 17Q: 3 clusters Score -8122904 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 45735 members 
Entering Unmasked Estep 
Score: -8123111.500000 Penalty: 13181.451172
	Iteration 18Q: 3 clusters Score -8123112 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 45868 members 
Entering Unmasked Estep 
Score: -8123248.500000 Penalty: 13181.451172
	Iteration 19Q: 3 clusters Score -8123248 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 45965 members 
Entering Unmasked Estep 
Score: -8123343.000000 Penalty: 13181.451172
	Iteration 20F: 3 clusters Score -8123343 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 46032 members 
Entering Unmasked Estep 
Score: -8123400.000000 Penalty: 13181.451172
	Iteration 21Q: 3 clusters Score -8123400 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 46069 members 
Entering Unmasked Estep 
Score: -8123446.000000 Penalty: 13181.451172
	Iteration 22Q: 3 clusters Score -8123446 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 46088 members 
Entering Unmasked Estep 
Score: -8123455.500000 Penalty: 13181.451172
	Iteration 23Q: 3 clusters Score -8123456 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 46106 members 
Entering Unmasked Estep 
Score: -8123500.000000 Penalty: 13181.451172
	Iteration 24Q: 3 clusters Score -8123500 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 46126 members 
Entering Unmasked Estep 
Score: -8123509.000000 Penalty: 13181.451172
	Iteration 25Q: 3 clusters Score -8123509 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 46142 members 
Entering Unmasked Estep 
Score: -8123532.000000 Penalty: 13181.451172
	Iteration 26Q: 3 clusters Score -8123532 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 46153 members 
Entering Unmasked Estep 
Score: -8123549.000000 Penalty: 13181.451172
	Iteration 27Q: 3 clusters Score -8123549 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 46162 members 
Entering Unmasked Estep 
Score: -8123557.500000 Penalty: 13181.451172
	Iteration 28Q: 3 clusters Score -8123558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 46164 members 
Entering Unmasked Estep 
Score: -8123562.500000 Penalty: 13181.451172
	Iteration 29Q: 3 clusters Score -8123562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 46169 members 
Entering Unmasked Estep 
Score: -8123566.500000 Penalty: 13181.451172
	Iteration 30Q: 3 clusters Score -8123566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 46172 members 
Entering Unmasked Estep 
Score: -8123572.500000 Penalty: 13181.451172
	Iteration 31Q: 3 clusters Score -8123572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 46172 members 
Entering Unmasked Estep 
Score: -8123576.500000 Penalty: 13181.451172
	Iteration 32Q: 3 clusters Score -8123576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 46173 members 
Entering Unmasked Estep 
Score: -8123571.500000 Penalty: 13181.451172
	Iteration 33Q: 3 clusters Score -8123572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 46175 members 
Entering Unmasked Estep 
Score: -8123570.500000 Penalty: 13181.451172
	Iteration 34Q: 3 clusters Score -8123570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 46177 members 
Entering Unmasked Estep 
Score: -8123575.500000 Penalty: 13181.451172
	Iteration 35Q: 3 clusters Score -8123576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 46177 members 
Entering Unmasked Estep 
Score: -8123575.000000 Penalty: 13181.451172
	Iteration 36Q: 3 clusters Score -8123575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 46178 members 
Entering Unmasked Estep 
Score: -8123572.000000 Penalty: 13181.451172
	Iteration 37Q: 3 clusters Score -8123572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 46178 members 
Entering Unmasked Estep 
Score: -8123572.000000 Penalty: 13181.451172
	Iteration 38F: 3 clusters Score -8123572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Entering Unmasked Estep 
Score: -312773.062500 Penalty: 4633.096191
	Iteration 0F: 2 clusters Score -312773.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -307804.343750 Penalty: 9266.192383
	Iteration 0F: 3 clusters Score -307804.3 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -308416.843750 Penalty: 9266.192383
	Iteration 1F: 3 clusters Score -308416.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -308615.843750 Penalty: 9266.192383
	Iteration 2F: 3 clusters Score -308615.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -308729.187500 Penalty: 9266.192383
	Iteration 3Q: 3 clusters Score -308729.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -308825.375000 Penalty: 9266.192383
	Iteration 4Q: 3 clusters Score -308825.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -308899.218750 Penalty: 9266.192383
	Iteration 5Q: 3 clusters Score -308899.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -308970.187500 Penalty: 9266.192383
	Iteration 6Q: 3 clusters Score -308970.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -309034.125000 Penalty: 9266.192383
	Iteration 7Q: 3 clusters Score -309034.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -309093.031250 Penalty: 9266.192383
	Iteration 8Q: 3 clusters Score -309093 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -309145.125000 Penalty: 9266.192383
	Iteration 9Q: 3 clusters Score -309145.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -309189.218750 Penalty: 9266.192383
	Iteration 10Q: 3 clusters Score -309189.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -309230.843750 Penalty: 9266.192383
	Iteration 11Q: 3 clusters Score -309230.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -309270.500000 Penalty: 9266.192383
	Iteration 12Q: 3 clusters Score -309270.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -309315.093750 Penalty: 9266.192383
	Iteration 13Q: 3 clusters Score -309315.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -309378.968750 Penalty: 9266.192383
	Iteration 14Q: 3 clusters Score -309379 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -309436.343750 Penalty: 9266.192383
	Iteration 15Q: 3 clusters Score -309436.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -309505.875000 Penalty: 9266.192383
	Iteration 16Q: 3 clusters Score -309505.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -309558.625000 Penalty: 9266.192383
	Iteration 17Q: 3 clusters Score -309558.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -309610.343750 Penalty: 9266.192383
	Iteration 18Q: 3 clusters Score -309610.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -309656.281250 Penalty: 9266.192383
	Iteration 19Q: 3 clusters Score -309656.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -309716.343750 Penalty: 9266.192383
	Iteration 20F: 3 clusters Score -309716.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -309813.875000 Penalty: 9266.192383
	Iteration 21Q: 3 clusters Score -309813.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -309913.156250 Penalty: 9266.192383
	Iteration 22Q: 3 clusters Score -309913.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -310016.656250 Penalty: 9266.192383
	Iteration 23Q: 3 clusters Score -310016.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -310114.937500 Penalty: 9266.192383
	Iteration 24Q: 3 clusters Score -310114.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -310190.593750 Penalty: 9266.192383
	Iteration 25Q: 3 clusters Score -310190.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -310256.437500 Penalty: 9266.192383
	Iteration 26Q: 3 clusters Score -310256.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -310320.656250 Penalty: 9266.192383
	Iteration 27Q: 3 clusters Score -310320.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -310361.000000 Penalty: 9266.192383
	Iteration 28Q: 3 clusters Score -310361 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -310416.968750 Penalty: 9266.192383
	Iteration 29Q: 3 clusters Score -310417 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -310465.718750 Penalty: 9266.192383
	Iteration 30Q: 3 clusters Score -310465.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -310524.531250 Penalty: 9266.192383
	Iteration 31Q: 3 clusters Score -310524.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -310581.562500 Penalty: 9266.192383
	Iteration 32Q: 3 clusters Score -310581.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -310647.343750 Penalty: 9266.192383
	Iteration 33Q: 3 clusters Score -310647.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -310684.843750 Penalty: 9266.192383
	Iteration 34Q: 3 clusters Score -310684.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -310709.593750 Penalty: 9266.192383
	Iteration 35Q: 3 clusters Score -310709.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -310717.187500 Penalty: 9266.192383
	Iteration 36Q: 3 clusters Score -310717.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -310720.125000 Penalty: 9266.192383
	Iteration 37Q: 3 clusters Score -310720.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -310722.812500 Penalty: 9266.192383
	Iteration 38Q: 3 clusters Score -310722.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -310724.406250 Penalty: 9266.192383
	Iteration 39Q: 3 clusters Score -310724.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -310726.343750 Penalty: 9266.192383
	Iteration 40F: 3 clusters Score -310726.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -310729.343750 Penalty: 9266.192383
	Iteration 41Q: 3 clusters Score -310729.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -310732.718750 Penalty: 9266.192383
	Iteration 42Q: 3 clusters Score -310732.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -310734.312500 Penalty: 9266.192383
	Iteration 43Q: 3 clusters Score -310734.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -310736.812500 Penalty: 9266.192383
	Iteration 44Q: 3 clusters Score -310736.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -310739.312500 Penalty: 9266.192383
	Iteration 45Q: 3 clusters Score -310739.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -310742.187500 Penalty: 9266.192383
	Iteration 46Q: 3 clusters Score -310742.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -310742.187500 Penalty: 9266.192383
	Iteration 47F: 3 clusters Score -310742.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Entering Unmasked Estep 
Score: -3663252.000000 Penalty: 6099.318359
	Iteration 0F: 2 clusters Score -3663252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -3646009.500000 Penalty: 12198.636719
	Iteration 0F: 3 clusters Score -3646010 nChanged 8578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -3650652.250000 Penalty: 12198.636719
	Iteration 1F: 3 clusters Score -3650652 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -3651368.500000 Penalty: 12198.636719
	Iteration 2F: 3 clusters Score -3651368 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -3651933.500000 Penalty: 12198.636719
	Iteration 3F: 3 clusters Score -3651934 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -3652435.750000 Penalty: 12198.636719
	Iteration 4Q: 3 clusters Score -3652436 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -3652883.750000 Penalty: 12198.636719
	Iteration 5Q: 3 clusters Score -3652884 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -3653360.500000 Penalty: 12198.636719
	Iteration 6Q: 3 clusters Score -3653360 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -3653885.000000 Penalty: 12198.636719
	Iteration 7Q: 3 clusters Score -3653885 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -3654329.500000 Penalty: 12198.636719
	Iteration 8Q: 3 clusters Score -3654330 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -3654681.750000 Penalty: 12198.636719
	Iteration 9Q: 3 clusters Score -3654682 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -3654976.500000 Penalty: 12198.636719
	Iteration 10Q: 3 clusters Score -3654976 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -3655258.000000 Penalty: 12198.636719
	Iteration 11Q: 3 clusters Score -3655258 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -3655491.750000 Penalty: 12198.636719
	Iteration 12Q: 3 clusters Score -3655492 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -3655695.500000 Penalty: 12198.636719
	Iteration 13Q: 3 clusters Score -3655696 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -3655875.500000 Penalty: 12198.636719
	Iteration 14Q: 3 clusters Score -3655876 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -3656023.000000 Penalty: 12198.636719
	Iteration 15Q: 3 clusters Score -3656023 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -3656210.000000 Penalty: 12198.636719
	Iteration 16Q: 3 clusters Score -3656210 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -3656356.000000 Penalty: 12198.636719
	Iteration 17Q: 3 clusters Score -3656356 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -3656540.250000 Penalty: 12198.636719
	Iteration 18Q: 3 clusters Score -3656540 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -3656698.000000 Penalty: 12198.636719
	Iteration 19Q: 3 clusters Score -3656698 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -3656895.750000 Penalty: 12198.636719
	Iteration 20F: 3 clusters Score -3656896 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -3657102.500000 Penalty: 12198.636719
	Iteration 21Q: 3 clusters Score -3657102 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -3657327.500000 Penalty: 12198.636719
	Iteration 22Q: 3 clusters Score -3657328 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -3657565.250000 Penalty: 12198.636719
	Iteration 23Q: 3 clusters Score -3657565 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -3657835.500000 Penalty: 12198.636719
	Iteration 24Q: 3 clusters Score -3657836 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -3658092.750000 Penalty: 12198.636719
	Iteration 25Q: 3 clusters Score -3658093 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -3658332.500000 Penalty: 12198.636719
	Iteration 26Q: 3 clusters Score -3658332 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -3658618.250000 Penalty: 12198.636719
	Iteration 27Q: 3 clusters Score -3658618 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -3658848.250000 Penalty: 12198.636719
	Iteration 28Q: 3 clusters Score -3658848 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -3659082.250000 Penalty: 12198.636719
	Iteration 29Q: 3 clusters Score -3659082 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -3659302.500000 Penalty: 12198.636719
	Iteration 30Q: 3 clusters Score -3659302 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -3659466.750000 Penalty: 12198.636719
	Iteration 31Q: 3 clusters Score -3659467 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -3659572.250000 Penalty: 12198.636719
	Iteration 32Q: 3 clusters Score -3659572 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -3659655.250000 Penalty: 12198.636719
	Iteration 33Q: 3 clusters Score -3659655 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -3659723.250000 Penalty: 12198.636719
	Iteration 34Q: 3 clusters Score -3659723 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -3659790.500000 Penalty: 12198.636719
	Iteration 35Q: 3 clusters Score -3659790 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -3659819.000000 Penalty: 12198.636719
	Iteration 36Q: 3 clusters Score -3659819 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -3659854.750000 Penalty: 12198.636719
	Iteration 37Q: 3 clusters Score -3659855 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -3659880.000000 Penalty: 12198.636719
	Iteration 38Q: 3 clusters Score -3659880 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -3659891.750000 Penalty: 12198.636719
	Iteration 39Q: 3 clusters Score -3659892 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -3659904.000000 Penalty: 12198.636719
	Iteration 40F: 3 clusters Score -3659904 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -3659909.250000 Penalty: 12198.636719
	Iteration 41Q: 3 clusters Score -3659909 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3659914.500000 Penalty: 12198.636719
	Iteration 42Q: 3 clusters Score -3659914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -3659926.250000 Penalty: 12198.636719
	Iteration 43Q: 3 clusters Score -3659926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3659925.750000 Penalty: 12198.636719
	Iteration 44Q: 3 clusters Score -3659926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -3659925.250000 Penalty: 12198.636719
	Iteration 45Q: 3 clusters Score -3659925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -3659937.000000 Penalty: 12198.636719
	Iteration 46Q: 3 clusters Score -3659937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -3659936.250000 Penalty: 12198.636719
	Iteration 47Q: 3 clusters Score -3659936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -3659937.250000 Penalty: 12198.636719
	Iteration 48Q: 3 clusters Score -3659937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -3659941.250000 Penalty: 12198.636719
	Iteration 49Q: 3 clusters Score -3659941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -3659944.250000 Penalty: 12198.636719
	Iteration 50Q: 3 clusters Score -3659944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -3659949.750000 Penalty: 12198.636719
	Iteration 51Q: 3 clusters Score -3659950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3659948.000000 Penalty: 12198.636719
	Iteration 52Q: 3 clusters Score -3659948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -3659951.000000 Penalty: 12198.636719
	Iteration 53Q: 3 clusters Score -3659951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -3659949.000000 Penalty: 12198.636719
	Iteration 54Q: 3 clusters Score -3659949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -3659954.500000 Penalty: 12198.636719
	Iteration 55Q: 3 clusters Score -3659954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -3659954.250000 Penalty: 12198.636719
	Iteration 56Q: 3 clusters Score -3659954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3659957.250000 Penalty: 12198.636719
	Iteration 57Q: 3 clusters Score -3659957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -3659962.000000 Penalty: 12198.636719
	Iteration 58Q: 3 clusters Score -3659962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -3659962.250000 Penalty: 12198.636719
	Iteration 59Q: 3 clusters Score -3659962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -3659965.250000 Penalty: 12198.636719
	Iteration 60F: 3 clusters Score -3659965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -3659962.000000 Penalty: 12198.636719
	Iteration 61Q: 3 clusters Score -3659962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -3659969.000000 Penalty: 12198.636719
	Iteration 62Q: 3 clusters Score -3659969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -3659969.000000 Penalty: 12198.636719
	Iteration 63Q: 3 clusters Score -3659969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -3659964.500000 Penalty: 12198.636719
	Iteration 64Q: 3 clusters Score -3659964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -3659967.000000 Penalty: 12198.636719
	Iteration 65Q: 3 clusters Score -3659967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -3659971.000000 Penalty: 12198.636719
	Iteration 66Q: 3 clusters Score -3659971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3659974.750000 Penalty: 12198.636719
	Iteration 67Q: 3 clusters Score -3659975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3659974.750000 Penalty: 12198.636719
	Iteration 68F: 3 clusters Score -3659975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Entering Unmasked Estep 
Score: -1007450.812500 Penalty: 5352.181152
	Iteration 0F: 2 clusters Score -1007451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -999595.500000 Penalty: 10704.362305
	Iteration 0F: 3 clusters Score -999595.5 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1001003.187500 Penalty: 10704.362305
	Iteration 1F: 3 clusters Score -1001003 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1001405.125000 Penalty: 10704.362305
	Iteration 2F: 3 clusters Score -1001405 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1001640.937500 Penalty: 10704.362305
	Iteration 3Q: 3 clusters Score -1001641 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1001801.062500 Penalty: 10704.362305
	Iteration 4Q: 3 clusters Score -1001801 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1001942.687500 Penalty: 10704.362305
	Iteration 5Q: 3 clusters Score -1001943 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1002066.312500 Penalty: 10704.362305
	Iteration 6Q: 3 clusters Score -1002066 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1002169.187500 Penalty: 10704.362305
	Iteration 7Q: 3 clusters Score -1002169 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1002284.875000 Penalty: 10704.362305
	Iteration 8Q: 3 clusters Score -1002285 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1002437.500000 Penalty: 10704.362305
	Iteration 9Q: 3 clusters Score -1002438 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1002583.375000 Penalty: 10704.362305
	Iteration 10Q: 3 clusters Score -1002583 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1002755.875000 Penalty: 10704.362305
	Iteration 11Q: 3 clusters Score -1002756 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1002964.875000 Penalty: 10704.362305
	Iteration 12Q: 3 clusters Score -1002965 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1003193.687500 Penalty: 10704.362305
	Iteration 13Q: 3 clusters Score -1003194 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1003441.375000 Penalty: 10704.362305
	Iteration 14Q: 3 clusters Score -1003441 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1003647.625000 Penalty: 10704.362305
	Iteration 15Q: 3 clusters Score -1003648 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1003846.750000 Penalty: 10704.362305
	Iteration 16Q: 3 clusters Score -1003847 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1004044.750000 Penalty: 10704.362305
	Iteration 17Q: 3 clusters Score -1004045 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1004227.000000 Penalty: 10704.362305
	Iteration 18Q: 3 clusters Score -1004227 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1004375.375000 Penalty: 10704.362305
	Iteration 19Q: 3 clusters Score -1004375 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1004501.125000 Penalty: 10704.362305
	Iteration 20F: 3 clusters Score -1004501 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1004609.562500 Penalty: 10704.362305
	Iteration 21Q: 3 clusters Score -1004610 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1004701.875000 Penalty: 10704.362305
	Iteration 22Q: 3 clusters Score -1004702 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1004759.625000 Penalty: 10704.362305
	Iteration 23Q: 3 clusters Score -1004760 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1004784.812500 Penalty: 10704.362305
	Iteration 24Q: 3 clusters Score -1004785 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1004806.937500 Penalty: 10704.362305
	Iteration 25Q: 3 clusters Score -1004807 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1004821.937500 Penalty: 10704.362305
	Iteration 26Q: 3 clusters Score -1004822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1004834.000000 Penalty: 10704.362305
	Iteration 27Q: 3 clusters Score -1004834 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1004843.125000 Penalty: 10704.362305
	Iteration 28Q: 3 clusters Score -1004843 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1004852.687500 Penalty: 10704.362305
	Iteration 29Q: 3 clusters Score -1004853 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1004859.937500 Penalty: 10704.362305
	Iteration 30Q: 3 clusters Score -1004860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1004867.125000 Penalty: 10704.362305
	Iteration 31Q: 3 clusters Score -1004867 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1004875.562500 Penalty: 10704.362305
	Iteration 32Q: 3 clusters Score -1004876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1004882.750000 Penalty: 10704.362305
	Iteration 33Q: 3 clusters Score -1004883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1004887.750000 Penalty: 10704.362305
	Iteration 34Q: 3 clusters Score -1004888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1004894.437500 Penalty: 10704.362305
	Iteration 35Q: 3 clusters Score -1004894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1004895.437500 Penalty: 10704.362305
	Iteration 36Q: 3 clusters Score -1004895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1004897.687500 Penalty: 10704.362305
	Iteration 37Q: 3 clusters Score -1004898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1004897.062500 Penalty: 10704.362305
	Iteration 38Q: 3 clusters Score -1004897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1004903.500000 Penalty: 10704.362305
	Iteration 39Q: 3 clusters Score -1004904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1004905.562500 Penalty: 10704.362305
	Iteration 40F: 3 clusters Score -1004906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1004906.000000 Penalty: 10704.362305
	Iteration 41Q: 3 clusters Score -1004906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1004908.125000 Penalty: 10704.362305
	Iteration 42Q: 3 clusters Score -1004908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1004910.875000 Penalty: 10704.362305
	Iteration 43Q: 3 clusters Score -1004911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1004918.250000 Penalty: 10704.362305
	Iteration 44Q: 3 clusters Score -1004918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1004926.437500 Penalty: 10704.362305
	Iteration 45Q: 3 clusters Score -1004926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1004935.562500 Penalty: 10704.362305
	Iteration 46Q: 3 clusters Score -1004936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1004943.437500 Penalty: 10704.362305
	Iteration 47Q: 3 clusters Score -1004943 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1004952.187500 Penalty: 10704.362305
	Iteration 48Q: 3 clusters Score -1004952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1004956.750000 Penalty: 10704.362305
	Iteration 49Q: 3 clusters Score -1004957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1004964.625000 Penalty: 10704.362305
	Iteration 50Q: 3 clusters Score -1004965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1004971.625000 Penalty: 10704.362305
	Iteration 51Q: 3 clusters Score -1004972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1004977.125000 Penalty: 10704.362305
	Iteration 52Q: 3 clusters Score -1004977 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1004989.187500 Penalty: 10704.362305
	Iteration 53Q: 3 clusters Score -1004989 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1005009.812500 Penalty: 10704.362305
	Iteration 54Q: 3 clusters Score -1005010 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1005049.437500 Penalty: 10704.362305
	Iteration 55Q: 3 clusters Score -1005049 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1005079.562500 Penalty: 10704.362305
	Iteration 56Q: 3 clusters Score -1005080 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1005102.625000 Penalty: 10704.362305
	Iteration 57Q: 3 clusters Score -1005103 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1005127.250000 Penalty: 10704.362305
	Iteration 58Q: 3 clusters Score -1005127 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1005143.187500 Penalty: 10704.362305
	Iteration 59Q: 3 clusters Score -1005143 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1005154.312500 Penalty: 10704.362305
	Iteration 60F: 3 clusters Score -1005154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1005160.375000 Penalty: 10704.362305
	Iteration 61Q: 3 clusters Score -1005160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1005162.562500 Penalty: 10704.362305
	Iteration 62Q: 3 clusters Score -1005163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1005167.437500 Penalty: 10704.362305
	Iteration 63Q: 3 clusters Score -1005167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1005169.000000 Penalty: 10704.362305
	Iteration 64Q: 3 clusters Score -1005169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1005171.687500 Penalty: 10704.362305
	Iteration 65Q: 3 clusters Score -1005172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1005175.750000 Penalty: 10704.362305
	Iteration 66Q: 3 clusters Score -1005176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1005178.312500 Penalty: 10704.362305
	Iteration 67Q: 3 clusters Score -1005178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1005180.187500 Penalty: 10704.362305
	Iteration 68Q: 3 clusters Score -1005180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1005181.000000 Penalty: 10704.362305
	Iteration 69Q: 3 clusters Score -1005181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1005182.500000 Penalty: 10704.362305
	Iteration 70Q: 3 clusters Score -1005182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1005180.125000 Penalty: 10704.362305
	Iteration 71Q: 3 clusters Score -1005180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1005185.125000 Penalty: 10704.362305
	Iteration 72Q: 3 clusters Score -1005185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1005188.937500 Penalty: 10704.362305
	Iteration 73Q: 3 clusters Score -1005189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1005192.750000 Penalty: 10704.362305
	Iteration 74Q: 3 clusters Score -1005193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1005197.125000 Penalty: 10704.362305
	Iteration 75Q: 3 clusters Score -1005197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1005202.875000 Penalty: 10704.362305
	Iteration 76Q: 3 clusters Score -1005203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1005203.437500 Penalty: 10704.362305
	Iteration 77Q: 3 clusters Score -1005203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1005206.437500 Penalty: 10704.362305
	Iteration 78Q: 3 clusters Score -1005206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1005204.937500 Penalty: 10704.362305
	Iteration 79Q: 3 clusters Score -1005205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1005204.937500 Penalty: 10704.362305
	Iteration 80F: 3 clusters Score -1005205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (205989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205989 members 
Entering Unmasked Estep 
Score: -35513356.000000 Penalty: 7494.291504
	Iteration 0F: 2 clusters Score -3.551336e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103188 members 
Mstep: Class 2 contains 102801 members 
Entering Unmasked Estep 
Score: -35376116.000000 Penalty: 14988.583008
	Iteration 0F: 3 clusters Score -3.537612e+07 nChanged 96566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105816 members 
Mstep: Class 2 contains 100173 members 
Entering Unmasked Estep 
Score: -35430600.000000 Penalty: 14988.583008
	Iteration 1F: 3 clusters Score -3.54306e+07 nChanged 6911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107351 members 
Mstep: Class 2 contains 98638 members 
Entering Unmasked Estep 
Score: -35432320.000000 Penalty: 14988.583008
	Iteration 2Q: 3 clusters Score -3.543232e+07 nChanged 7024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109711 members 
Mstep: Class 2 contains 96278 members 
Entering Unmasked Estep 
Score: -35434332.000000 Penalty: 14988.583008
	Iteration 3Q: 3 clusters Score -3.543433e+07 nChanged 7804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113253 members 
Mstep: Class 2 contains 92736 members 
Entering Unmasked Estep 
Score: -35436720.000000 Penalty: 14988.583008
	Iteration 4Q: 3 clusters Score -3.543672e+07 nChanged 9133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118504 members 
Mstep: Class 2 contains 87485 members 
Entering Unmasked Estep 
Score: -35440756.000000 Penalty: 14988.583008
	Iteration 5Q: 3 clusters Score -3.544076e+07 nChanged 11292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126216 members 
Mstep: Class 2 contains 79773 members 
Entering Unmasked Estep 
Score: -35446408.000000 Penalty: 14988.583008
	Iteration 6F: 3 clusters Score -3.544641e+07 nChanged 13667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136721 members 
Mstep: Class 2 contains 69268 members 
Entering Unmasked Estep 
Score: -35455360.000000 Penalty: 14988.583008
	Iteration 7F: 3 clusters Score -3.545536e+07 nChanged 15357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149534 members 
Mstep: Class 2 contains 56455 members 
Entering Unmasked Estep 
Score: -35467800.000000 Penalty: 14988.583008
	Iteration 8F: 3 clusters Score -3.54678e+07 nChanged 14855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162375 members 
Mstep: Class 2 contains 43614 members 
Entering Unmasked Estep 
Score: -35481888.000000 Penalty: 14988.583008
	Iteration 9F: 3 clusters Score -3.548189e+07 nChanged 11638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172155 members 
Mstep: Class 2 contains 33834 members 
Entering Unmasked Estep 
Score: -35494668.000000 Penalty: 14988.583008
	Iteration 10F: 3 clusters Score -3.549467e+07 nChanged 7586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177459 members 
Mstep: Class 2 contains 28530 members 
Entering Unmasked Estep 
Score: -35503052.000000 Penalty: 14988.583008
	Iteration 11Q: 3 clusters Score -3.550305e+07 nChanged 4821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179772 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -35506956.000000 Penalty: 14988.583008
	Iteration 12Q: 3 clusters Score -3.550696e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181069 members 
Mstep: Class 2 contains 24920 members 
Entering Unmasked Estep 
Score: -35508676.000000 Penalty: 14988.583008
	Iteration 13Q: 3 clusters Score -3.550868e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181939 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -35509540.000000 Penalty: 14988.583008
	Iteration 14Q: 3 clusters Score -3.550954e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182557 members 
Mstep: Class 2 contains 23432 members 
Entering Unmasked Estep 
Score: -35510120.000000 Penalty: 14988.583008
	Iteration 15Q: 3 clusters Score -3.551012e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183038 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -35510344.000000 Penalty: 14988.583008
	Iteration 16Q: 3 clusters Score -3.551034e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183450 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -35510452.000000 Penalty: 14988.583008
	Iteration 17Q: 3 clusters Score -3.551045e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183786 members 
Mstep: Class 2 contains 22203 members 
Entering Unmasked Estep 
Score: -35510520.000000 Penalty: 14988.583008
	Iteration 18Q: 3 clusters Score -3.551052e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184048 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -35510508.000000 Penalty: 14988.583008
	Iteration 19Q: 3 clusters Score -3.551051e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184262 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -35510544.000000 Penalty: 14988.583008
	Iteration 20F: 3 clusters Score -3.551054e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184435 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -35510612.000000 Penalty: 14988.583008
	Iteration 21Q: 3 clusters Score -3.551061e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184571 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -35510588.000000 Penalty: 14988.583008
	Iteration 22Q: 3 clusters Score -3.551059e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184688 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -35510652.000000 Penalty: 14988.583008
	Iteration 23Q: 3 clusters Score -3.551065e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184768 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -35510644.000000 Penalty: 14988.583008
	Iteration 24Q: 3 clusters Score -3.551064e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184843 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -35510620.000000 Penalty: 14988.583008
	Iteration 25Q: 3 clusters Score -3.551062e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184908 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -35510600.000000 Penalty: 14988.583008
	Iteration 26Q: 3 clusters Score -3.55106e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184952 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -35510644.000000 Penalty: 14988.583008
	Iteration 27Q: 3 clusters Score -3.551064e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184989 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -35510672.000000 Penalty: 14988.583008
	Iteration 28Q: 3 clusters Score -3.551067e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185020 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -35510664.000000 Penalty: 14988.583008
	Iteration 29Q: 3 clusters Score -3.551066e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185048 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -35510664.000000 Penalty: 14988.583008
	Iteration 30Q: 3 clusters Score -3.551066e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185081 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -35510660.000000 Penalty: 14988.583008
	Iteration 31Q: 3 clusters Score -3.551066e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185107 members 
Mstep: Class 2 contains 20882 members 
Entering Unmasked Estep 
Score: -35510652.000000 Penalty: 14988.583008
	Iteration 32Q: 3 clusters Score -3.551065e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185126 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -35510616.000000 Penalty: 14988.583008
	Iteration 33Q: 3 clusters Score -3.551062e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185149 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -35510616.000000 Penalty: 14988.583008
	Iteration 34Q: 3 clusters Score -3.551062e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185173 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -35510620.000000 Penalty: 14988.583008
	Iteration 35Q: 3 clusters Score -3.551062e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185189 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -35510636.000000 Penalty: 14988.583008
	Iteration 36Q: 3 clusters Score -3.551064e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185205 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -35510620.000000 Penalty: 14988.583008
	Iteration 37Q: 3 clusters Score -3.551062e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185221 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -35510628.000000 Penalty: 14988.583008
	Iteration 38Q: 3 clusters Score -3.551063e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185232 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -35510604.000000 Penalty: 14988.583008
	Iteration 39Q: 3 clusters Score -3.55106e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185244 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -35510612.000000 Penalty: 14988.583008
	Iteration 40F: 3 clusters Score -3.551061e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185257 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -35510632.000000 Penalty: 14988.583008
	Iteration 41Q: 3 clusters Score -3.551063e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185272 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -35510616.000000 Penalty: 14988.583008
	Iteration 42Q: 3 clusters Score -3.551062e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185281 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -35510616.000000 Penalty: 14988.583008
	Iteration 43Q: 3 clusters Score -3.551062e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185289 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -35510640.000000 Penalty: 14988.583008
	Iteration 44Q: 3 clusters Score -3.551064e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185297 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -35510640.000000 Penalty: 14988.583008
	Iteration 45Q: 3 clusters Score -3.551064e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185301 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -35510636.000000 Penalty: 14988.583008
	Iteration 46Q: 3 clusters Score -3.551064e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185306 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -35510616.000000 Penalty: 14988.583008
	Iteration 47Q: 3 clusters Score -3.551062e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185309 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -35510636.000000 Penalty: 14988.583008
	Iteration 48Q: 3 clusters Score -3.551064e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185312 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -35510624.000000 Penalty: 14988.583008
	Iteration 49Q: 3 clusters Score -3.551062e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185313 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -35510632.000000 Penalty: 14988.583008
	Iteration 50Q: 3 clusters Score -3.551063e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185313 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -35510632.000000 Penalty: 14988.583008
	Iteration 51F: 3 clusters Score -3.551063e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (92666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92666 members 
Entering Unmasked Estep 
Score: -15630597.000000 Penalty: 7005.013672
	Iteration 0F: 2 clusters Score -1.56306e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46444 members 
Mstep: Class 2 contains 46222 members 
Entering Unmasked Estep 
Score: -15567247.000000 Penalty: 14010.027344
	Iteration 0F: 3 clusters Score -1.556725e+07 nChanged 42018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47260 members 
Mstep: Class 2 contains 45406 members 
Entering Unmasked Estep 
Score: -15590268.000000 Penalty: 14010.027344
	Iteration 1F: 3 clusters Score -1.559027e+07 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47588 members 
Mstep: Class 2 contains 45078 members 
Entering Unmasked Estep 
Score: -15591268.000000 Penalty: 14010.027344
	Iteration 2Q: 3 clusters Score -1.559127e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48045 members 
Mstep: Class 2 contains 44621 members 
Entering Unmasked Estep 
Score: -15592018.000000 Penalty: 14010.027344
	Iteration 3Q: 3 clusters Score -1.559202e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48664 members 
Mstep: Class 2 contains 44002 members 
Entering Unmasked Estep 
Score: -15592702.000000 Penalty: 14010.027344
	Iteration 4Q: 3 clusters Score -1.55927e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49470 members 
Mstep: Class 2 contains 43196 members 
Entering Unmasked Estep 
Score: -15593420.000000 Penalty: 14010.027344
	Iteration 5Q: 3 clusters Score -1.559342e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50565 members 
Mstep: Class 2 contains 42101 members 
Entering Unmasked Estep 
Score: -15594154.000000 Penalty: 14010.027344
	Iteration 6Q: 3 clusters Score -1.559415e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52034 members 
Mstep: Class 2 contains 40632 members 
Entering Unmasked Estep 
Score: -15595093.000000 Penalty: 14010.027344
	Iteration 7Q: 3 clusters Score -1.559509e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53988 members 
Mstep: Class 2 contains 38678 members 
Entering Unmasked Estep 
Score: -15596370.000000 Penalty: 14010.027344
	Iteration 8Q: 3 clusters Score -1.559637e+07 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56636 members 
Mstep: Class 2 contains 36030 members 
Entering Unmasked Estep 
Score: -15598021.000000 Penalty: 14010.027344
	Iteration 9Q: 3 clusters Score -1.559802e+07 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60005 members 
Mstep: Class 2 contains 32661 members 
Entering Unmasked Estep 
Score: -15600428.000000 Penalty: 14010.027344
	Iteration 10Q: 3 clusters Score -1.560043e+07 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64147 members 
Mstep: Class 2 contains 28519 members 
Entering Unmasked Estep 
Score: -15603661.000000 Penalty: 14010.027344
	Iteration 11Q: 3 clusters Score -1.560366e+07 nChanged 5023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68832 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -15607677.000000 Penalty: 14010.027344
	Iteration 12F: 3 clusters Score -1.560768e+07 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73664 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -15611900.000000 Penalty: 14010.027344
	Iteration 13F: 3 clusters Score -1.56119e+07 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78041 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -15615405.000000 Penalty: 14010.027344
	Iteration 14Q: 3 clusters Score -1.56154e+07 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81625 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -15618184.000000 Penalty: 14010.027344
	Iteration 15Q: 3 clusters Score -1.561818e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84421 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -15620228.000000 Penalty: 14010.027344
	Iteration 16Q: 3 clusters Score -1.562023e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86430 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -15621661.000000 Penalty: 14010.027344
	Iteration 17Q: 3 clusters Score -1.562166e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87848 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -15622640.000000 Penalty: 14010.027344
	Iteration 18Q: 3 clusters Score -1.562264e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88788 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -15623266.000000 Penalty: 14010.027344
	Iteration 19Q: 3 clusters Score -1.562327e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89390 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -15623658.000000 Penalty: 14010.027344
	Iteration 20F: 3 clusters Score -1.562366e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89799 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -15623920.000000 Penalty: 14010.027344
	Iteration 21Q: 3 clusters Score -1.562392e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90071 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -15624132.000000 Penalty: 14010.027344
	Iteration 22Q: 3 clusters Score -1.562413e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90252 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -15624256.000000 Penalty: 14010.027344
	Iteration 23Q: 3 clusters Score -1.562426e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90398 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -15624347.000000 Penalty: 14010.027344
	Iteration 24Q: 3 clusters Score -1.562435e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90505 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -15624412.000000 Penalty: 14010.027344
	Iteration 25Q: 3 clusters Score -1.562441e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90588 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -15624500.000000 Penalty: 14010.027344
	Iteration 26Q: 3 clusters Score -1.56245e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90651 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -15624540.000000 Penalty: 14010.027344
	Iteration 27Q: 3 clusters Score -1.562454e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90713 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -15624582.000000 Penalty: 14010.027344
	Iteration 28Q: 3 clusters Score -1.562458e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90761 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -15624613.000000 Penalty: 14010.027344
	Iteration 29Q: 3 clusters Score -1.562461e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90800 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -15624632.000000 Penalty: 14010.027344
	Iteration 30Q: 3 clusters Score -1.562463e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90838 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -15624652.000000 Penalty: 14010.027344
	Iteration 31Q: 3 clusters Score -1.562465e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90864 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -15624674.000000 Penalty: 14010.027344
	Iteration 32Q: 3 clusters Score -1.562467e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90890 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -15624679.000000 Penalty: 14010.027344
	Iteration 33Q: 3 clusters Score -1.562468e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90908 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -15624689.000000 Penalty: 14010.027344
	Iteration 34Q: 3 clusters Score -1.562469e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90930 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -15624703.000000 Penalty: 14010.027344
	Iteration 35Q: 3 clusters Score -1.56247e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90949 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -15624720.000000 Penalty: 14010.027344
	Iteration 36Q: 3 clusters Score -1.562472e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90964 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -15624720.000000 Penalty: 14010.027344
	Iteration 37Q: 3 clusters Score -1.562472e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90971 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -15624733.000000 Penalty: 14010.027344
	Iteration 38Q: 3 clusters Score -1.562473e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90985 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -15624718.000000 Penalty: 14010.027344
	Iteration 39Q: 3 clusters Score -1.562472e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90993 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -15624719.000000 Penalty: 14010.027344
	Iteration 40F: 3 clusters Score -1.562472e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90997 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -15624719.000000 Penalty: 14010.027344
	Iteration 41Q: 3 clusters Score -1.562472e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91003 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -15624731.000000 Penalty: 14010.027344
	Iteration 42Q: 3 clusters Score -1.562473e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91006 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -15624729.000000 Penalty: 14010.027344
	Iteration 43Q: 3 clusters Score -1.562473e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91011 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -15624727.000000 Penalty: 14010.027344
	Iteration 44Q: 3 clusters Score -1.562473e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91015 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -15624731.000000 Penalty: 14010.027344
	Iteration 45Q: 3 clusters Score -1.562473e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91018 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -15624733.000000 Penalty: 14010.027344
	Iteration 46Q: 3 clusters Score -1.562473e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91021 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -15624740.000000 Penalty: 14010.027344
	Iteration 47Q: 3 clusters Score -1.562474e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91022 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -15624742.000000 Penalty: 14010.027344
	Iteration 48Q: 3 clusters Score -1.562474e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91023 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -15624735.000000 Penalty: 14010.027344
	Iteration 49Q: 3 clusters Score -1.562474e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91023 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -15624735.000000 Penalty: 14010.027344
	Iteration 50F: 3 clusters Score -1.562474e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Entering Unmasked Estep 
Score: -363016.562500 Penalty: 4744.344238
	Iteration 0F: 2 clusters Score -363016.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -357829.187500 Penalty: 9488.688477
	Iteration 0F: 3 clusters Score -357829.2 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -358633.281250 Penalty: 9488.688477
	Iteration 1F: 3 clusters Score -358633.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -359076.468750 Penalty: 9488.688477
	Iteration 2F: 3 clusters Score -359076.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -359581.812500 Penalty: 9488.688477
	Iteration 3F: 3 clusters Score -359581.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -360545.406250 Penalty: 9488.688477
	Iteration 4F: 3 clusters Score -360545.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -362005.875000 Penalty: 9488.688477
	Iteration 5F: 3 clusters Score -362005.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -363965.437500 Penalty: 9488.688477
	Iteration 6F: 3 clusters Score -363965.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -364473.187500 Penalty: 9488.688477
	Iteration 7Q: 3 clusters Score -364473.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -364666.187500 Penalty: 9488.688477
	Iteration 8Q: 3 clusters Score -364666.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -364732.625000 Penalty: 9488.688477
	Iteration 9Q: 3 clusters Score -364732.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -364742.500000 Penalty: 9488.688477
	Iteration 10Q: 3 clusters Score -364742.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -364742.500000 Penalty: 9488.688477
	Iteration 11F: 3 clusters Score -364742.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 37194 members 
Mstep: Class 3 contains 543825 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36136 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 247416 members 
Mstep: Class 8 contains 12519 members 
Mstep: Class 9 contains 45916 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33325 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8983 members 
Mstep: Class 14 contains 47116 members 
Mstep: Class 15 contains 1928 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6237 members 
Mstep: Class 18 contains 205989 members 
Mstep: Class 19 contains 92666 members 
Mstep: Class 20 contains 812 members 
Mstep: Class 21 contains 2540 members 
Mstep: Class 22 contains 391 members 
Mstep: Class 23 contains 1500 members 
Entering Unmasked Estep 
Score: -233324080.000000 Penalty: 199104.828125
Splitting cluster 20 changes total score from -233327024.000000 to -233324080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (2540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Entering Unmasked Estep 
Score: -435218.437500 Penalty: 4801.950684
	Iteration 0F: 2 clusters Score -435218.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -429777.125000 Penalty: 9603.901367
	Iteration 0F: 3 clusters Score -429777.1 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -430439.656250 Penalty: 9603.901367
	Iteration 1F: 3 clusters Score -430439.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -430608.468750 Penalty: 9603.901367
	Iteration 2F: 3 clusters Score -430608.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -430689.625000 Penalty: 9603.901367
	Iteration 3Q: 3 clusters Score -430689.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -430728.562500 Penalty: 9603.901367
	Iteration 4Q: 3 clusters Score -430728.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -430757.593750 Penalty: 9603.901367
	Iteration 5Q: 3 clusters Score -430757.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -430781.500000 Penalty: 9603.901367
	Iteration 6Q: 3 clusters Score -430781.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -430796.937500 Penalty: 9603.901367
	Iteration 7Q: 3 clusters Score -430796.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -430810.093750 Penalty: 9603.901367
	Iteration 8Q: 3 clusters Score -430810.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -430817.750000 Penalty: 9603.901367
	Iteration 9Q: 3 clusters Score -430817.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -430827.156250 Penalty: 9603.901367
	Iteration 10Q: 3 clusters Score -430827.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -430833.718750 Penalty: 9603.901367
	Iteration 11Q: 3 clusters Score -430833.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -430839.562500 Penalty: 9603.901367
	Iteration 12Q: 3 clusters Score -430839.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -430840.718750 Penalty: 9603.901367
	Iteration 13Q: 3 clusters Score -430840.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -430842.687500 Penalty: 9603.901367
	Iteration 14Q: 3 clusters Score -430842.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -430844.500000 Penalty: 9603.901367
	Iteration 15Q: 3 clusters Score -430844.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -430844.531250 Penalty: 9603.901367
	Iteration 16Q: 3 clusters Score -430844.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -430845.187500 Penalty: 9603.901367
	Iteration 17Q: 3 clusters Score -430845.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -430845.187500 Penalty: 9603.901367
	Iteration 18F: 3 clusters Score -430845.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Entering Unmasked Estep 
Score: -55187.828125 Penalty: 3655.833496
	Iteration 0F: 2 clusters Score -55187.83 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 204 members 
Entering Unmasked Estep 
Score: -52184.238281 Penalty: 7311.666992
	Iteration 0F: 3 clusters Score -52184.24 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -52398.226562 Penalty: 7311.666992
	Iteration 1F: 3 clusters Score -52398.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -52464.902344 Penalty: 7311.666992
	Iteration 2Q: 3 clusters Score -52464.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -52475.843750 Penalty: 7311.666992
	Iteration 3Q: 3 clusters Score -52475.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -52484.910156 Penalty: 7311.666992
	Iteration 4Q: 3 clusters Score -52484.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -52524.148438 Penalty: 7311.666992
	Iteration 5Q: 3 clusters Score -52524.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -52535.320312 Penalty: 7311.666992
	Iteration 6Q: 3 clusters Score -52535.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -52542.394531 Penalty: 7311.666992
	Iteration 7Q: 3 clusters Score -52542.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -52545.066406 Penalty: 7311.666992
	Iteration 8Q: 3 clusters Score -52545.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -52545.066406 Penalty: 7311.666992
	Iteration 9F: 3 clusters Score -52545.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 37194 members 
Mstep: Class 3 contains 543825 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36136 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 247416 members 
Mstep: Class 8 contains 12519 members 
Mstep: Class 9 contains 45916 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33325 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8983 members 
Mstep: Class 14 contains 47116 members 
Mstep: Class 15 contains 1928 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6237 members 
Mstep: Class 18 contains 205989 members 
Mstep: Class 19 contains 92666 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2540 members 
Mstep: Class 22 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327024.000000 Penalty: 190448.093750
Iteration 279F: 23 clusters Score -2.33327e+08 nChanged 0
Entering ConstructFrom: 
Score: -233327024.000000 Penalty: 190448.093750
Entering ConstructFrom: 
Trying to split cluster 1 (23429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Entering Unmasked Estep 
Score: -4087126.750000 Penalty: 6162.809082
	Iteration 0F: 2 clusters Score -4087127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -4068518.750000 Penalty: 12325.618164
	Iteration 0F: 3 clusters Score -4068519 nChanged 9518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -4073487.750000 Penalty: 12325.618164
	Iteration 1F: 3 clusters Score -4073488 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -4074072.500000 Penalty: 12325.618164
	Iteration 2F: 3 clusters Score -4074072 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -4074485.000000 Penalty: 12325.618164
	Iteration 3Q: 3 clusters Score -4074485 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -4074792.500000 Penalty: 12325.618164
	Iteration 4Q: 3 clusters Score -4074792 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -4075004.000000 Penalty: 12325.618164
	Iteration 5Q: 3 clusters Score -4075004 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -4075219.250000 Penalty: 12325.618164
	Iteration 6Q: 3 clusters Score -4075219 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -4075368.750000 Penalty: 12325.618164
	Iteration 7Q: 3 clusters Score -4075369 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -4075534.250000 Penalty: 12325.618164
	Iteration 8Q: 3 clusters Score -4075534 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -4075649.500000 Penalty: 12325.618164
	Iteration 9Q: 3 clusters Score -4075650 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -4075792.000000 Penalty: 12325.618164
	Iteration 10Q: 3 clusters Score -4075792 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -4075931.250000 Penalty: 12325.618164
	Iteration 11Q: 3 clusters Score -4075931 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -4076016.750000 Penalty: 12325.618164
	Iteration 12Q: 3 clusters Score -4076017 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -4076133.750000 Penalty: 12325.618164
	Iteration 13Q: 3 clusters Score -4076134 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -4076273.250000 Penalty: 12325.618164
	Iteration 14Q: 3 clusters Score -4076273 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -4076365.000000 Penalty: 12325.618164
	Iteration 15Q: 3 clusters Score -4076365 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -4076466.250000 Penalty: 12325.618164
	Iteration 16Q: 3 clusters Score -4076466 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -4076590.250000 Penalty: 12325.618164
	Iteration 17Q: 3 clusters Score -4076590 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -4076736.000000 Penalty: 12325.618164
	Iteration 18Q: 3 clusters Score -4076736 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -4076874.000000 Penalty: 12325.618164
	Iteration 19Q: 3 clusters Score -4076874 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -4077030.500000 Penalty: 12325.618164
	Iteration 20F: 3 clusters Score -4077030 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -4077245.500000 Penalty: 12325.618164
	Iteration 21Q: 3 clusters Score -4077246 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -4077514.750000 Penalty: 12325.618164
	Iteration 22Q: 3 clusters Score -4077515 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -4077852.500000 Penalty: 12325.618164
	Iteration 23Q: 3 clusters Score -4077852 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -4078270.750000 Penalty: 12325.618164
	Iteration 24Q: 3 clusters Score -4078271 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -4078782.500000 Penalty: 12325.618164
	Iteration 25Q: 3 clusters Score -4078782 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -4079440.000000 Penalty: 12325.618164
	Iteration 26Q: 3 clusters Score -4079440 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -4080179.250000 Penalty: 12325.618164
	Iteration 27Q: 3 clusters Score -4080179 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -4080829.750000 Penalty: 12325.618164
	Iteration 28Q: 3 clusters Score -4080830 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -4081190.750000 Penalty: 12325.618164
	Iteration 29Q: 3 clusters Score -4081191 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -4081408.250000 Penalty: 12325.618164
	Iteration 30Q: 3 clusters Score -4081408 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -4081471.500000 Penalty: 12325.618164
	Iteration 31Q: 3 clusters Score -4081472 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -4081552.000000 Penalty: 12325.618164
	Iteration 32Q: 3 clusters Score -4081552 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -4081599.500000 Penalty: 12325.618164
	Iteration 33Q: 3 clusters Score -4081600 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -4081625.500000 Penalty: 12325.618164
	Iteration 34Q: 3 clusters Score -4081626 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -4081641.000000 Penalty: 12325.618164
	Iteration 35Q: 3 clusters Score -4081641 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -4081664.750000 Penalty: 12325.618164
	Iteration 36Q: 3 clusters Score -4081665 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -4081669.750000 Penalty: 12325.618164
	Iteration 37Q: 3 clusters Score -4081670 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -4081672.000000 Penalty: 12325.618164
	Iteration 38Q: 3 clusters Score -4081672 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -4081678.500000 Penalty: 12325.618164
	Iteration 39Q: 3 clusters Score -4081678 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -4081684.250000 Penalty: 12325.618164
	Iteration 40F: 3 clusters Score -4081684 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -4081687.250000 Penalty: 12325.618164
	Iteration 41Q: 3 clusters Score -4081687 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -4081688.250000 Penalty: 12325.618164
	Iteration 42Q: 3 clusters Score -4081688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -4081693.500000 Penalty: 12325.618164
	Iteration 43Q: 3 clusters Score -4081694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -4081696.500000 Penalty: 12325.618164
	Iteration 44Q: 3 clusters Score -4081696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -4081704.500000 Penalty: 12325.618164
	Iteration 45Q: 3 clusters Score -4081704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -4081704.500000 Penalty: 12325.618164
	Iteration 46Q: 3 clusters Score -4081704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -4081704.500000 Penalty: 12325.618164
	Iteration 47F: 3 clusters Score -4081704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (37194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37194 members 
Entering Unmasked Estep 
Score: -6276382.500000 Penalty: 6445.890625
	Iteration 0F: 2 clusters Score -6276382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -6248742.000000 Penalty: 12891.781250
	Iteration 0F: 3 clusters Score -6248742 nChanged 16106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -6257318.000000 Penalty: 12891.781250
	Iteration 1F: 3 clusters Score -6257318 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -6258219.000000 Penalty: 12891.781250
	Iteration 2F: 3 clusters Score -6258219 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -6258909.500000 Penalty: 12891.781250
	Iteration 3Q: 3 clusters Score -6258910 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -6259571.500000 Penalty: 12891.781250
	Iteration 4Q: 3 clusters Score -6259572 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -6260300.000000 Penalty: 12891.781250
	Iteration 5Q: 3 clusters Score -6260300 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -6261147.000000 Penalty: 12891.781250
	Iteration 6Q: 3 clusters Score -6261147 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -6262074.500000 Penalty: 12891.781250
	Iteration 7Q: 3 clusters Score -6262074 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -6263129.000000 Penalty: 12891.781250
	Iteration 8Q: 3 clusters Score -6263129 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -6264216.000000 Penalty: 12891.781250
	Iteration 9Q: 3 clusters Score -6264216 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -6265167.000000 Penalty: 12891.781250
	Iteration 10Q: 3 clusters Score -6265167 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -6265997.500000 Penalty: 12891.781250
	Iteration 11Q: 3 clusters Score -6265998 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -6266617.500000 Penalty: 12891.781250
	Iteration 12Q: 3 clusters Score -6266618 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -6267040.500000 Penalty: 12891.781250
	Iteration 13Q: 3 clusters Score -6267040 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -6267304.000000 Penalty: 12891.781250
	Iteration 14Q: 3 clusters Score -6267304 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -6267502.000000 Penalty: 12891.781250
	Iteration 15Q: 3 clusters Score -6267502 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -6267615.000000 Penalty: 12891.781250
	Iteration 16Q: 3 clusters Score -6267615 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -6267686.500000 Penalty: 12891.781250
	Iteration 17Q: 3 clusters Score -6267686 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -6267732.000000 Penalty: 12891.781250
	Iteration 18Q: 3 clusters Score -6267732 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -6267787.500000 Penalty: 12891.781250
	Iteration 19Q: 3 clusters Score -6267788 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -6267868.000000 Penalty: 12891.781250
	Iteration 20F: 3 clusters Score -6267868 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -6267916.000000 Penalty: 12891.781250
	Iteration 21Q: 3 clusters Score -6267916 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -6267958.000000 Penalty: 12891.781250
	Iteration 22Q: 3 clusters Score -6267958 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -6267991.000000 Penalty: 12891.781250
	Iteration 23Q: 3 clusters Score -6267991 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -6268013.000000 Penalty: 12891.781250
	Iteration 24Q: 3 clusters Score -6268013 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -6268032.500000 Penalty: 12891.781250
	Iteration 25Q: 3 clusters Score -6268032 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -6268045.000000 Penalty: 12891.781250
	Iteration 26Q: 3 clusters Score -6268045 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -6268095.500000 Penalty: 12891.781250
	Iteration 27Q: 3 clusters Score -6268096 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -6268105.000000 Penalty: 12891.781250
	Iteration 28Q: 3 clusters Score -6268105 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -6268133.000000 Penalty: 12891.781250
	Iteration 29Q: 3 clusters Score -6268133 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -6268159.500000 Penalty: 12891.781250
	Iteration 30Q: 3 clusters Score -6268160 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -6268177.000000 Penalty: 12891.781250
	Iteration 31Q: 3 clusters Score -6268177 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -6268209.000000 Penalty: 12891.781250
	Iteration 32Q: 3 clusters Score -6268209 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -6268238.500000 Penalty: 12891.781250
	Iteration 33Q: 3 clusters Score -6268238 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -6268271.000000 Penalty: 12891.781250
	Iteration 34Q: 3 clusters Score -6268271 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -6268287.000000 Penalty: 12891.781250
	Iteration 35Q: 3 clusters Score -6268287 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -6268316.000000 Penalty: 12891.781250
	Iteration 36Q: 3 clusters Score -6268316 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -6268328.500000 Penalty: 12891.781250
	Iteration 37Q: 3 clusters Score -6268328 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -6268360.000000 Penalty: 12891.781250
	Iteration 38Q: 3 clusters Score -6268360 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -6268400.000000 Penalty: 12891.781250
	Iteration 39Q: 3 clusters Score -6268400 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -6268427.500000 Penalty: 12891.781250
	Iteration 40F: 3 clusters Score -6268428 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -6268439.000000 Penalty: 12891.781250
	Iteration 41Q: 3 clusters Score -6268439 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -6268471.500000 Penalty: 12891.781250
	Iteration 42Q: 3 clusters Score -6268472 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -6268536.500000 Penalty: 12891.781250
	Iteration 43Q: 3 clusters Score -6268536 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -6268568.500000 Penalty: 12891.781250
	Iteration 44Q: 3 clusters Score -6268568 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -6268652.000000 Penalty: 12891.781250
	Iteration 45Q: 3 clusters Score -6268652 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -6268689.500000 Penalty: 12891.781250
	Iteration 46Q: 3 clusters Score -6268690 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -6268745.500000 Penalty: 12891.781250
	Iteration 47Q: 3 clusters Score -6268746 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -6268778.000000 Penalty: 12891.781250
	Iteration 48Q: 3 clusters Score -6268778 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22367 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -6268844.500000 Penalty: 12891.781250
	Iteration 49Q: 3 clusters Score -6268844 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -6268898.000000 Penalty: 12891.781250
	Iteration 50Q: 3 clusters Score -6268898 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -6268910.500000 Penalty: 12891.781250
	Iteration 51Q: 3 clusters Score -6268910 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -6268974.500000 Penalty: 12891.781250
	Iteration 52Q: 3 clusters Score -6268974 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -6269001.000000 Penalty: 12891.781250
	Iteration 53Q: 3 clusters Score -6269001 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -6269067.500000 Penalty: 12891.781250
	Iteration 54Q: 3 clusters Score -6269068 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -6269114.500000 Penalty: 12891.781250
	Iteration 55Q: 3 clusters Score -6269114 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -6269136.500000 Penalty: 12891.781250
	Iteration 56Q: 3 clusters Score -6269136 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -6269190.000000 Penalty: 12891.781250
	Iteration 57Q: 3 clusters Score -6269190 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -6269211.000000 Penalty: 12891.781250
	Iteration 58Q: 3 clusters Score -6269211 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -6269262.000000 Penalty: 12891.781250
	Iteration 59Q: 3 clusters Score -6269262 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24803 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -6269313.000000 Penalty: 12891.781250
	Iteration 60F: 3 clusters Score -6269313 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25029 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -6269365.000000 Penalty: 12891.781250
	Iteration 61Q: 3 clusters Score -6269365 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -6269400.500000 Penalty: 12891.781250
	Iteration 62Q: 3 clusters Score -6269400 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25499 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -6269454.000000 Penalty: 12891.781250
	Iteration 63Q: 3 clusters Score -6269454 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25712 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -6269489.500000 Penalty: 12891.781250
	Iteration 64Q: 3 clusters Score -6269490 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -6269527.000000 Penalty: 12891.781250
	Iteration 65Q: 3 clusters Score -6269527 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -6269591.000000 Penalty: 12891.781250
	Iteration 66Q: 3 clusters Score -6269591 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -6269635.000000 Penalty: 12891.781250
	Iteration 67Q: 3 clusters Score -6269635 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -6269676.000000 Penalty: 12891.781250
	Iteration 68Q: 3 clusters Score -6269676 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26861 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -6269726.000000 Penalty: 12891.781250
	Iteration 69Q: 3 clusters Score -6269726 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27086 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -6269770.500000 Penalty: 12891.781250
	Iteration 70Q: 3 clusters Score -6269770 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27298 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -6269823.000000 Penalty: 12891.781250
	Iteration 71Q: 3 clusters Score -6269823 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -6269878.000000 Penalty: 12891.781250
	Iteration 72Q: 3 clusters Score -6269878 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -6269937.000000 Penalty: 12891.781250
	Iteration 73Q: 3 clusters Score -6269937 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27975 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -6269997.000000 Penalty: 12891.781250
	Iteration 74Q: 3 clusters Score -6269997 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28183 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -6270030.500000 Penalty: 12891.781250
	Iteration 75Q: 3 clusters Score -6270030 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28388 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -6270074.000000 Penalty: 12891.781250
	Iteration 76Q: 3 clusters Score -6270074 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28586 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -6270145.500000 Penalty: 12891.781250
	Iteration 77Q: 3 clusters Score -6270146 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28778 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -6270174.500000 Penalty: 12891.781250
	Iteration 78Q: 3 clusters Score -6270174 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28978 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -6270203.000000 Penalty: 12891.781250
	Iteration 79Q: 3 clusters Score -6270203 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29158 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -6270243.000000 Penalty: 12891.781250
	Iteration 80F: 3 clusters Score -6270243 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -6270271.000000 Penalty: 12891.781250
	Iteration 81Q: 3 clusters Score -6270271 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29456 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -6270309.000000 Penalty: 12891.781250
	Iteration 82Q: 3 clusters Score -6270309 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29591 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -6270355.000000 Penalty: 12891.781250
	Iteration 83Q: 3 clusters Score -6270355 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29754 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -6270394.500000 Penalty: 12891.781250
	Iteration 84Q: 3 clusters Score -6270394 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29901 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -6270454.000000 Penalty: 12891.781250
	Iteration 85Q: 3 clusters Score -6270454 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30050 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -6270479.500000 Penalty: 12891.781250
	Iteration 86Q: 3 clusters Score -6270480 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30204 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -6270508.500000 Penalty: 12891.781250
	Iteration 87Q: 3 clusters Score -6270508 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30329 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -6270534.000000 Penalty: 12891.781250
	Iteration 88Q: 3 clusters Score -6270534 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30462 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -6270548.000000 Penalty: 12891.781250
	Iteration 89Q: 3 clusters Score -6270548 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -6270599.500000 Penalty: 12891.781250
	Iteration 90Q: 3 clusters Score -6270600 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30674 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -6270639.000000 Penalty: 12891.781250
	Iteration 91Q: 3 clusters Score -6270639 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30776 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -6270653.500000 Penalty: 12891.781250
	Iteration 92Q: 3 clusters Score -6270654 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30895 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -6270683.500000 Penalty: 12891.781250
	Iteration 93Q: 3 clusters Score -6270684 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30999 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -6270706.500000 Penalty: 12891.781250
	Iteration 94Q: 3 clusters Score -6270706 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31125 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -6270747.000000 Penalty: 12891.781250
	Iteration 95Q: 3 clusters Score -6270747 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31252 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -6270773.500000 Penalty: 12891.781250
	Iteration 96Q: 3 clusters Score -6270774 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31354 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -6270783.000000 Penalty: 12891.781250
	Iteration 97Q: 3 clusters Score -6270783 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31446 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -6270810.000000 Penalty: 12891.781250
	Iteration 98Q: 3 clusters Score -6270810 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31542 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -6270831.000000 Penalty: 12891.781250
	Iteration 99Q: 3 clusters Score -6270831 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31619 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -6270854.500000 Penalty: 12891.781250
	Iteration 100F: 3 clusters Score -6270854 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31694 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -6270882.500000 Penalty: 12891.781250
	Iteration 101Q: 3 clusters Score -6270882 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31763 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -6270889.500000 Penalty: 12891.781250
	Iteration 102Q: 3 clusters Score -6270890 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31832 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -6270894.500000 Penalty: 12891.781250
	Iteration 103Q: 3 clusters Score -6270894 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31901 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -6270906.000000 Penalty: 12891.781250
	Iteration 104Q: 3 clusters Score -6270906 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -6270925.000000 Penalty: 12891.781250
	Iteration 105Q: 3 clusters Score -6270925 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32012 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -6270938.000000 Penalty: 12891.781250
	Iteration 106Q: 3 clusters Score -6270938 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32062 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -6270985.500000 Penalty: 12891.781250
	Iteration 107Q: 3 clusters Score -6270986 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32105 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -6270994.000000 Penalty: 12891.781250
	Iteration 108Q: 3 clusters Score -6270994 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32143 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -6270999.500000 Penalty: 12891.781250
	Iteration 109Q: 3 clusters Score -6271000 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32186 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -6271000.000000 Penalty: 12891.781250
	Iteration 110Q: 3 clusters Score -6271000 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32218 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -6271007.500000 Penalty: 12891.781250
	Iteration 111Q: 3 clusters Score -6271008 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32261 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -6271014.000000 Penalty: 12891.781250
	Iteration 112Q: 3 clusters Score -6271014 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32311 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -6271036.000000 Penalty: 12891.781250
	Iteration 113Q: 3 clusters Score -6271036 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32361 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -6271054.500000 Penalty: 12891.781250
	Iteration 114Q: 3 clusters Score -6271054 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32406 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -6271058.000000 Penalty: 12891.781250
	Iteration 115Q: 3 clusters Score -6271058 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32439 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -6271055.000000 Penalty: 12891.781250
	Iteration 116Q: 3 clusters Score -6271055 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32475 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -6271066.500000 Penalty: 12891.781250
	Iteration 117Q: 3 clusters Score -6271066 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32509 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -6271060.500000 Penalty: 12891.781250
	Iteration 118Q: 3 clusters Score -6271060 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32531 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -6271072.000000 Penalty: 12891.781250
	Iteration 119Q: 3 clusters Score -6271072 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32552 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -6271076.500000 Penalty: 12891.781250
	Iteration 120F: 3 clusters Score -6271076 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32572 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -6271090.500000 Penalty: 12891.781250
	Iteration 121Q: 3 clusters Score -6271090 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32592 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -6271090.000000 Penalty: 12891.781250
	Iteration 122Q: 3 clusters Score -6271090 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32621 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -6271109.500000 Penalty: 12891.781250
	Iteration 123Q: 3 clusters Score -6271110 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32658 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -6271130.000000 Penalty: 12891.781250
	Iteration 124Q: 3 clusters Score -6271130 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32687 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -6271135.500000 Penalty: 12891.781250
	Iteration 125Q: 3 clusters Score -6271136 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32723 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -6271136.500000 Penalty: 12891.781250
	Iteration 126Q: 3 clusters Score -6271136 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32750 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -6271141.000000 Penalty: 12891.781250
	Iteration 127Q: 3 clusters Score -6271141 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32774 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -6271138.500000 Penalty: 12891.781250
	Iteration 128Q: 3 clusters Score -6271138 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32805 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -6271133.500000 Penalty: 12891.781250
	Iteration 129Q: 3 clusters Score -6271134 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32825 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -6271143.500000 Penalty: 12891.781250
	Iteration 130Q: 3 clusters Score -6271144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -6271147.500000 Penalty: 12891.781250
	Iteration 131Q: 3 clusters Score -6271148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32844 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -6271137.500000 Penalty: 12891.781250
	Iteration 132Q: 3 clusters Score -6271138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32851 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -6271128.000000 Penalty: 12891.781250
	Iteration 133Q: 3 clusters Score -6271128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32853 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -6271131.000000 Penalty: 12891.781250
	Iteration 134Q: 3 clusters Score -6271131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32854 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -6271136.000000 Penalty: 12891.781250
	Iteration 135Q: 3 clusters Score -6271136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -6271145.500000 Penalty: 12891.781250
	Iteration 136Q: 3 clusters Score -6271146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32861 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -6271143.500000 Penalty: 12891.781250
	Iteration 137Q: 3 clusters Score -6271144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32865 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -6271153.000000 Penalty: 12891.781250
	Iteration 138Q: 3 clusters Score -6271153 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32876 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -6271155.500000 Penalty: 12891.781250
	Iteration 139Q: 3 clusters Score -6271156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32890 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -6271151.500000 Penalty: 12891.781250
	Iteration 140F: 3 clusters Score -6271152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32897 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -6271152.500000 Penalty: 12891.781250
	Iteration 141Q: 3 clusters Score -6271152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32905 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -6271162.500000 Penalty: 12891.781250
	Iteration 142Q: 3 clusters Score -6271162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32912 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -6271167.000000 Penalty: 12891.781250
	Iteration 143Q: 3 clusters Score -6271167 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32925 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -6271177.000000 Penalty: 12891.781250
	Iteration 144Q: 3 clusters Score -6271177 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32931 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -6271169.500000 Penalty: 12891.781250
	Iteration 145Q: 3 clusters Score -6271170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32936 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -6271168.500000 Penalty: 12891.781250
	Iteration 146Q: 3 clusters Score -6271168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32943 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -6271173.500000 Penalty: 12891.781250
	Iteration 147Q: 3 clusters Score -6271174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32945 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -6271176.000000 Penalty: 12891.781250
	Iteration 148Q: 3 clusters Score -6271176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32948 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -6271168.500000 Penalty: 12891.781250
	Iteration 149Q: 3 clusters Score -6271168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32951 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -6271169.500000 Penalty: 12891.781250
	Iteration 150Q: 3 clusters Score -6271170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32954 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -6271168.000000 Penalty: 12891.781250
	Iteration 151Q: 3 clusters Score -6271168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32957 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -6271173.500000 Penalty: 12891.781250
	Iteration 152Q: 3 clusters Score -6271174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32962 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -6271179.500000 Penalty: 12891.781250
	Iteration 153Q: 3 clusters Score -6271180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32969 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -6271179.500000 Penalty: 12891.781250
	Iteration 154Q: 3 clusters Score -6271180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32973 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -6271173.500000 Penalty: 12891.781250
	Iteration 155Q: 3 clusters Score -6271174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32974 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -6271175.000000 Penalty: 12891.781250
	Iteration 156Q: 3 clusters Score -6271175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32978 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -6271176.000000 Penalty: 12891.781250
	Iteration 157Q: 3 clusters Score -6271176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32982 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -6271165.000000 Penalty: 12891.781250
	Iteration 158Q: 3 clusters Score -6271165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32985 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -6271174.000000 Penalty: 12891.781250
	Iteration 159Q: 3 clusters Score -6271174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32986 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -6271172.000000 Penalty: 12891.781250
	Iteration 160F: 3 clusters Score -6271172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (543825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543825 members 
Entering Unmasked Estep 
Score: -93293712.000000 Penalty: 8088.909668
	Iteration 0F: 2 clusters Score -9.329371e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271667 members 
Mstep: Class 2 contains 272158 members 
Entering Unmasked Estep 
Score: -92967840.000000 Penalty: 16177.819336
	Iteration 0F: 3 clusters Score -9.296784e+07 nChanged 261655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263822 members 
Mstep: Class 2 contains 280003 members 
Entering Unmasked Estep 
Score: -93122720.000000 Penalty: 16177.819336
	Iteration 1F: 3 clusters Score -9.312272e+07 nChanged 15430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258320 members 
Mstep: Class 2 contains 285505 members 
Entering Unmasked Estep 
Score: -93126384.000000 Penalty: 16177.819336
	Iteration 2Q: 3 clusters Score -9.312638e+07 nChanged 17485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249605 members 
Mstep: Class 2 contains 294220 members 
Entering Unmasked Estep 
Score: -93131240.000000 Penalty: 16177.819336
	Iteration 3Q: 3 clusters Score -9.313124e+07 nChanged 20989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236364 members 
Mstep: Class 2 contains 307461 members 
Entering Unmasked Estep 
Score: -93137976.000000 Penalty: 16177.819336
	Iteration 4Q: 3 clusters Score -9.313798e+07 nChanged 25772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216908 members 
Mstep: Class 2 contains 326917 members 
Entering Unmasked Estep 
Score: -93148616.000000 Penalty: 16177.819336
	Iteration 5Q: 3 clusters Score -9.314862e+07 nChanged 32259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189349 members 
Mstep: Class 2 contains 354476 members 
Entering Unmasked Estep 
Score: -93166064.000000 Penalty: 16177.819336
	Iteration 6F: 3 clusters Score -9.316606e+07 nChanged 38889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153598 members 
Mstep: Class 2 contains 390227 members 
Entering Unmasked Estep 
Score: -93192728.000000 Penalty: 16177.819336
	Iteration 7F: 3 clusters Score -9.319273e+07 nChanged 42937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111971 members 
Mstep: Class 2 contains 431854 members 
Entering Unmasked Estep 
Score: -93226448.000000 Penalty: 16177.819336
	Iteration 8F: 3 clusters Score -9.322645e+07 nChanged 41729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70492 members 
Mstep: Class 2 contains 473333 members 
Entering Unmasked Estep 
Score: -93254352.000000 Penalty: 16177.819336
	Iteration 9F: 3 clusters Score -9.325435e+07 nChanged 33544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36982 members 
Mstep: Class 2 contains 506843 members 
Entering Unmasked Estep 
Score: -93271408.000000 Penalty: 16177.819336
	Iteration 10F: 3 clusters Score -9.327141e+07 nChanged 20067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 526900 members 
Entering Unmasked Estep 
Score: -93281360.000000 Penalty: 16177.819336
	Iteration 11Q: 3 clusters Score -9.328136e+07 nChanged 9469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 536365 members 
Entering Unmasked Estep 
Score: -93284832.000000 Penalty: 16177.819336
	Iteration 12Q: 3 clusters Score -9.328483e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 540172 members 
Entering Unmasked Estep 
Score: -93286096.000000 Penalty: 16177.819336
	Iteration 13Q: 3 clusters Score -9.32861e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 541628 members 
Entering Unmasked Estep 
Score: -93286200.000000 Penalty: 16177.819336
	Iteration 14Q: 3 clusters Score -9.32862e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 542191 members 
Entering Unmasked Estep 
Score: -93286344.000000 Penalty: 16177.819336
	Iteration 15Q: 3 clusters Score -9.328634e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 542451 members 
Entering Unmasked Estep 
Score: -93286440.000000 Penalty: 16177.819336
	Iteration 16Q: 3 clusters Score -9.328644e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 542573 members 
Entering Unmasked Estep 
Score: -93286576.000000 Penalty: 16177.819336
	Iteration 17Q: 3 clusters Score -9.328658e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 542655 members 
Entering Unmasked Estep 
Score: -93286600.000000 Penalty: 16177.819336
	Iteration 18Q: 3 clusters Score -9.32866e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 542713 members 
Entering Unmasked Estep 
Score: -93286656.000000 Penalty: 16177.819336
	Iteration 19Q: 3 clusters Score -9.328666e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 542758 members 
Entering Unmasked Estep 
Score: -93286760.000000 Penalty: 16177.819336
	Iteration 20F: 3 clusters Score -9.328676e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 542781 members 
Entering Unmasked Estep 
Score: -93286808.000000 Penalty: 16177.819336
	Iteration 21Q: 3 clusters Score -9.328681e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 542796 members 
Entering Unmasked Estep 
Score: -93286776.000000 Penalty: 16177.819336
	Iteration 22Q: 3 clusters Score -9.328678e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 542810 members 
Entering Unmasked Estep 
Score: -93286848.000000 Penalty: 16177.819336
	Iteration 23Q: 3 clusters Score -9.328685e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 542820 members 
Entering Unmasked Estep 
Score: -93286840.000000 Penalty: 16177.819336
	Iteration 24Q: 3 clusters Score -9.328684e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 542838 members 
Entering Unmasked Estep 
Score: -93286768.000000 Penalty: 16177.819336
	Iteration 25Q: 3 clusters Score -9.328677e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 542851 members 
Entering Unmasked Estep 
Score: -93286840.000000 Penalty: 16177.819336
	Iteration 26Q: 3 clusters Score -9.328684e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 542857 members 
Entering Unmasked Estep 
Score: -93286856.000000 Penalty: 16177.819336
	Iteration 27Q: 3 clusters Score -9.328686e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 542864 members 
Entering Unmasked Estep 
Score: -93286792.000000 Penalty: 16177.819336
	Iteration 28Q: 3 clusters Score -9.328679e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 542865 members 
Entering Unmasked Estep 
Score: -93286768.000000 Penalty: 16177.819336
	Iteration 29Q: 3 clusters Score -9.328677e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 542868 members 
Entering Unmasked Estep 
Score: -93286824.000000 Penalty: 16177.819336
	Iteration 30Q: 3 clusters Score -9.328682e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 542868 members 
Entering Unmasked Estep 
Score: -93286816.000000 Penalty: 16177.819336
	Iteration 31Q: 3 clusters Score -9.328682e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 542869 members 
Entering Unmasked Estep 
Score: -93286784.000000 Penalty: 16177.819336
	Iteration 32Q: 3 clusters Score -9.328678e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 542870 members 
Entering Unmasked Estep 
Score: -93286792.000000 Penalty: 16177.819336
	Iteration 33Q: 3 clusters Score -9.328679e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 542870 members 
Entering Unmasked Estep 
Score: -93286792.000000 Penalty: 16177.819336
	Iteration 34F: 3 clusters Score -9.328679e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Entering Unmasked Estep 
Score: -256687.062500 Penalty: 4520.024414
	Iteration 0F: 2 clusters Score -256687.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -252000.125000 Penalty: 9040.048828
	Iteration 0F: 3 clusters Score -252000.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -252669.156250 Penalty: 9040.048828
	Iteration 1F: 3 clusters Score -252669.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -252965.750000 Penalty: 9040.048828
	Iteration 2F: 3 clusters Score -252965.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -253149.609375 Penalty: 9040.048828
	Iteration 3Q: 3 clusters Score -253149.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -253274.937500 Penalty: 9040.048828
	Iteration 4Q: 3 clusters Score -253274.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -253333.250000 Penalty: 9040.048828
	Iteration 5Q: 3 clusters Score -253333.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -253367.656250 Penalty: 9040.048828
	Iteration 6Q: 3 clusters Score -253367.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -253394.625000 Penalty: 9040.048828
	Iteration 7Q: 3 clusters Score -253394.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -253415.203125 Penalty: 9040.048828
	Iteration 8Q: 3 clusters Score -253415.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -253426.015625 Penalty: 9040.048828
	Iteration 9Q: 3 clusters Score -253426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -253429.593750 Penalty: 9040.048828
	Iteration 10Q: 3 clusters Score -253429.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -253433.203125 Penalty: 9040.048828
	Iteration 11Q: 3 clusters Score -253433.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -253435.015625 Penalty: 9040.048828
	Iteration 12Q: 3 clusters Score -253435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -253435.015625 Penalty: 9040.048828
	Iteration 13F: 3 clusters Score -253435 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (36136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36136 members 
Entering Unmasked Estep 
Score: -6320332.500000 Penalty: 6428.214844
	Iteration 0F: 2 clusters Score -6320332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -6293505.000000 Penalty: 12856.429688
	Iteration 0F: 3 clusters Score -6293505 nChanged 15512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -6301714.500000 Penalty: 12856.429688
	Iteration 1F: 3 clusters Score -6301714 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -6302456.500000 Penalty: 12856.429688
	Iteration 2F: 3 clusters Score -6302456 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -6302974.000000 Penalty: 12856.429688
	Iteration 3Q: 3 clusters Score -6302974 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -6303332.500000 Penalty: 12856.429688
	Iteration 4Q: 3 clusters Score -6303332 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -6303695.500000 Penalty: 12856.429688
	Iteration 5Q: 3 clusters Score -6303696 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -6303994.000000 Penalty: 12856.429688
	Iteration 6Q: 3 clusters Score -6303994 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -6304320.000000 Penalty: 12856.429688
	Iteration 7Q: 3 clusters Score -6304320 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -6304713.500000 Penalty: 12856.429688
	Iteration 8Q: 3 clusters Score -6304714 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -6305157.500000 Penalty: 12856.429688
	Iteration 9Q: 3 clusters Score -6305158 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -6305697.000000 Penalty: 12856.429688
	Iteration 10Q: 3 clusters Score -6305697 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -6306378.500000 Penalty: 12856.429688
	Iteration 11Q: 3 clusters Score -6306378 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -6307270.500000 Penalty: 12856.429688
	Iteration 12Q: 3 clusters Score -6307270 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27428 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -6308343.000000 Penalty: 12856.429688
	Iteration 13Q: 3 clusters Score -6308343 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -6309594.000000 Penalty: 12856.429688
	Iteration 14Q: 3 clusters Score -6309594 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30583 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -6310805.000000 Penalty: 12856.429688
	Iteration 15Q: 3 clusters Score -6310805 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31857 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -6311818.000000 Penalty: 12856.429688
	Iteration 16Q: 3 clusters Score -6311818 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32820 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -6312657.000000 Penalty: 12856.429688
	Iteration 17Q: 3 clusters Score -6312657 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -6313327.500000 Penalty: 12856.429688
	Iteration 18Q: 3 clusters Score -6313328 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34010 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -6313778.500000 Penalty: 12856.429688
	Iteration 19Q: 3 clusters Score -6313778 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34294 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -6314093.000000 Penalty: 12856.429688
	Iteration 20F: 3 clusters Score -6314093 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34475 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -6314298.000000 Penalty: 12856.429688
	Iteration 21Q: 3 clusters Score -6314298 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34590 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -6314444.500000 Penalty: 12856.429688
	Iteration 22Q: 3 clusters Score -6314444 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34661 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -6314554.000000 Penalty: 12856.429688
	Iteration 23Q: 3 clusters Score -6314554 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34719 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -6314636.000000 Penalty: 12856.429688
	Iteration 24Q: 3 clusters Score -6314636 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34763 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -6314678.000000 Penalty: 12856.429688
	Iteration 25Q: 3 clusters Score -6314678 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34786 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -6314722.000000 Penalty: 12856.429688
	Iteration 26Q: 3 clusters Score -6314722 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34804 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -6314743.500000 Penalty: 12856.429688
	Iteration 27Q: 3 clusters Score -6314744 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34816 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -6314767.000000 Penalty: 12856.429688
	Iteration 28Q: 3 clusters Score -6314767 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34825 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -6314787.500000 Penalty: 12856.429688
	Iteration 29Q: 3 clusters Score -6314788 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34839 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -6314804.000000 Penalty: 12856.429688
	Iteration 30Q: 3 clusters Score -6314804 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34847 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -6314808.500000 Penalty: 12856.429688
	Iteration 31Q: 3 clusters Score -6314808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34850 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -6314821.000000 Penalty: 12856.429688
	Iteration 32Q: 3 clusters Score -6314821 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34863 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -6314828.500000 Penalty: 12856.429688
	Iteration 33Q: 3 clusters Score -6314828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34869 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -6314832.500000 Penalty: 12856.429688
	Iteration 34Q: 3 clusters Score -6314832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34877 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -6314834.000000 Penalty: 12856.429688
	Iteration 35Q: 3 clusters Score -6314834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34882 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -6314841.500000 Penalty: 12856.429688
	Iteration 36Q: 3 clusters Score -6314842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34888 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -6314847.500000 Penalty: 12856.429688
	Iteration 37Q: 3 clusters Score -6314848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34888 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -6314852.000000 Penalty: 12856.429688
	Iteration 38Q: 3 clusters Score -6314852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34889 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -6314853.000000 Penalty: 12856.429688
	Iteration 39Q: 3 clusters Score -6314853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34892 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -6314859.500000 Penalty: 12856.429688
	Iteration 40F: 3 clusters Score -6314860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34894 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -6314860.500000 Penalty: 12856.429688
	Iteration 41Q: 3 clusters Score -6314860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34895 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -6314857.500000 Penalty: 12856.429688
	Iteration 42Q: 3 clusters Score -6314858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34895 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -6314857.500000 Penalty: 12856.429688
	Iteration 43F: 3 clusters Score -6314858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Entering Unmasked Estep 
Score: -258968.093750 Penalty: 4546.204102
	Iteration 0F: 2 clusters Score -258968.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -254298.859375 Penalty: 9092.408203
	Iteration 0F: 3 clusters Score -254298.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -254935.078125 Penalty: 9092.408203
	Iteration 1F: 3 clusters Score -254935.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -255158.390625 Penalty: 9092.408203
	Iteration 2F: 3 clusters Score -255158.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -255251.421875 Penalty: 9092.408203
	Iteration 3Q: 3 clusters Score -255251.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -255294.203125 Penalty: 9092.408203
	Iteration 4Q: 3 clusters Score -255294.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -255313.375000 Penalty: 9092.408203
	Iteration 5Q: 3 clusters Score -255313.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -255321.734375 Penalty: 9092.408203
	Iteration 6Q: 3 clusters Score -255321.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -255332.156250 Penalty: 9092.408203
	Iteration 7Q: 3 clusters Score -255332.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -255343.203125 Penalty: 9092.408203
	Iteration 8Q: 3 clusters Score -255343.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -255361.640625 Penalty: 9092.408203
	Iteration 9Q: 3 clusters Score -255361.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -255369.781250 Penalty: 9092.408203
	Iteration 10Q: 3 clusters Score -255369.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -255370.609375 Penalty: 9092.408203
	Iteration 11Q: 3 clusters Score -255370.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -255370.609375 Penalty: 9092.408203
	Iteration 12F: 3 clusters Score -255370.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (247416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247416 members 
Entering Unmasked Estep 
Score: -42617344.000000 Penalty: 7606.530762
	Iteration 0F: 2 clusters Score -4.261734e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123482 members 
Mstep: Class 2 contains 123934 members 
Entering Unmasked Estep 
Score: -42454392.000000 Penalty: 15213.061523
	Iteration 0F: 3 clusters Score -4.245439e+07 nChanged 116617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121289 members 
Mstep: Class 2 contains 126127 members 
Entering Unmasked Estep 
Score: -42521156.000000 Penalty: 15213.061523
	Iteration 1F: 3 clusters Score -4.252116e+07 nChanged 8211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119566 members 
Mstep: Class 2 contains 127850 members 
Entering Unmasked Estep 
Score: -42523512.000000 Penalty: 15213.061523
	Iteration 2Q: 3 clusters Score -4.252351e+07 nChanged 8875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116927 members 
Mstep: Class 2 contains 130489 members 
Entering Unmasked Estep 
Score: -42526040.000000 Penalty: 15213.061523
	Iteration 3Q: 3 clusters Score -4.252604e+07 nChanged 10188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112885 members 
Mstep: Class 2 contains 134531 members 
Entering Unmasked Estep 
Score: -42529684.000000 Penalty: 15213.061523
	Iteration 4Q: 3 clusters Score -4.252968e+07 nChanged 11939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106974 members 
Mstep: Class 2 contains 140442 members 
Entering Unmasked Estep 
Score: -42535552.000000 Penalty: 15213.061523
	Iteration 5Q: 3 clusters Score -4.253555e+07 nChanged 14109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98767 members 
Mstep: Class 2 contains 148649 members 
Entering Unmasked Estep 
Score: -42543636.000000 Penalty: 15213.061523
	Iteration 6F: 3 clusters Score -4.254364e+07 nChanged 15817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88700 members 
Mstep: Class 2 contains 158716 members 
Entering Unmasked Estep 
Score: -42554404.000000 Penalty: 15213.061523
	Iteration 7F: 3 clusters Score -4.25544e+07 nChanged 16214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78044 members 
Mstep: Class 2 contains 169372 members 
Entering Unmasked Estep 
Score: -42565652.000000 Penalty: 15213.061523
	Iteration 8F: 3 clusters Score -4.256565e+07 nChanged 15010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68270 members 
Mstep: Class 2 contains 179146 members 
Entering Unmasked Estep 
Score: -42576908.000000 Penalty: 15213.061523
	Iteration 9F: 3 clusters Score -4.257691e+07 nChanged 12495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60135 members 
Mstep: Class 2 contains 187281 members 
Entering Unmasked Estep 
Score: -42585164.000000 Penalty: 15213.061523
	Iteration 10F: 3 clusters Score -4.258516e+07 nChanged 9726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53243 members 
Mstep: Class 2 contains 194173 members 
Entering Unmasked Estep 
Score: -42590808.000000 Penalty: 15213.061523
	Iteration 11Q: 3 clusters Score -4.259081e+07 nChanged 7423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47206 members 
Mstep: Class 2 contains 200210 members 
Entering Unmasked Estep 
Score: -42594848.000000 Penalty: 15213.061523
	Iteration 12Q: 3 clusters Score -4.259485e+07 nChanged 5981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41643 members 
Mstep: Class 2 contains 205773 members 
Entering Unmasked Estep 
Score: -42597696.000000 Penalty: 15213.061523
	Iteration 13Q: 3 clusters Score -4.25977e+07 nChanged 5356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36399 members 
Mstep: Class 2 contains 211017 members 
Entering Unmasked Estep 
Score: -42600064.000000 Penalty: 15213.061523
	Iteration 14Q: 3 clusters Score -4.260006e+07 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31491 members 
Mstep: Class 2 contains 215925 members 
Entering Unmasked Estep 
Score: -42602040.000000 Penalty: 15213.061523
	Iteration 15Q: 3 clusters Score -4.260204e+07 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27085 members 
Mstep: Class 2 contains 220331 members 
Entering Unmasked Estep 
Score: -42603728.000000 Penalty: 15213.061523
	Iteration 16Q: 3 clusters Score -4.260373e+07 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 224241 members 
Entering Unmasked Estep 
Score: -42605440.000000 Penalty: 15213.061523
	Iteration 17Q: 3 clusters Score -4.260544e+07 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 227681 members 
Entering Unmasked Estep 
Score: -42607028.000000 Penalty: 15213.061523
	Iteration 18Q: 3 clusters Score -4.260703e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 230625 members 
Entering Unmasked Estep 
Score: -42608172.000000 Penalty: 15213.061523
	Iteration 19Q: 3 clusters Score -4.260817e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 233026 members 
Entering Unmasked Estep 
Score: -42609316.000000 Penalty: 15213.061523
	Iteration 20F: 3 clusters Score -4.260932e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 235003 members 
Entering Unmasked Estep 
Score: -42609828.000000 Penalty: 15213.061523
	Iteration 21Q: 3 clusters Score -4.260983e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 236597 members 
Entering Unmasked Estep 
Score: -42610332.000000 Penalty: 15213.061523
	Iteration 22Q: 3 clusters Score -4.261033e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 237890 members 
Entering Unmasked Estep 
Score: -42610744.000000 Penalty: 15213.061523
	Iteration 23Q: 3 clusters Score -4.261074e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 238954 members 
Entering Unmasked Estep 
Score: -42611192.000000 Penalty: 15213.061523
	Iteration 24Q: 3 clusters Score -4.261119e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 239843 members 
Entering Unmasked Estep 
Score: -42611380.000000 Penalty: 15213.061523
	Iteration 25Q: 3 clusters Score -4.261138e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 240589 members 
Entering Unmasked Estep 
Score: -42611632.000000 Penalty: 15213.061523
	Iteration 26Q: 3 clusters Score -4.261163e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 241176 members 
Entering Unmasked Estep 
Score: -42611688.000000 Penalty: 15213.061523
	Iteration 27Q: 3 clusters Score -4.261169e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 241642 members 
Entering Unmasked Estep 
Score: -42611840.000000 Penalty: 15213.061523
	Iteration 28Q: 3 clusters Score -4.261184e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 242045 members 
Entering Unmasked Estep 
Score: -42611824.000000 Penalty: 15213.061523
	Iteration 29Q: 3 clusters Score -4.261182e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 242388 members 
Entering Unmasked Estep 
Score: -42611864.000000 Penalty: 15213.061523
	Iteration 30Q: 3 clusters Score -4.261186e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 242646 members 
Entering Unmasked Estep 
Score: -42611876.000000 Penalty: 15213.061523
	Iteration 31Q: 3 clusters Score -4.261188e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 242870 members 
Entering Unmasked Estep 
Score: -42611952.000000 Penalty: 15213.061523
	Iteration 32Q: 3 clusters Score -4.261195e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 243054 members 
Entering Unmasked Estep 
Score: -42611960.000000 Penalty: 15213.061523
	Iteration 33Q: 3 clusters Score -4.261196e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 243202 members 
Entering Unmasked Estep 
Score: -42612008.000000 Penalty: 15213.061523
	Iteration 34Q: 3 clusters Score -4.261201e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 243321 members 
Entering Unmasked Estep 
Score: -42611988.000000 Penalty: 15213.061523
	Iteration 35Q: 3 clusters Score -4.261199e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 243390 members 
Entering Unmasked Estep 
Score: -42611980.000000 Penalty: 15213.061523
	Iteration 36Q: 3 clusters Score -4.261198e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 243458 members 
Entering Unmasked Estep 
Score: -42612064.000000 Penalty: 15213.061523
	Iteration 37Q: 3 clusters Score -4.261206e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 243515 members 
Entering Unmasked Estep 
Score: -42612040.000000 Penalty: 15213.061523
	Iteration 38Q: 3 clusters Score -4.261204e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 243561 members 
Entering Unmasked Estep 
Score: -42612008.000000 Penalty: 15213.061523
	Iteration 39Q: 3 clusters Score -4.261201e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 243613 members 
Entering Unmasked Estep 
Score: -42612056.000000 Penalty: 15213.061523
	Iteration 40F: 3 clusters Score -4.261206e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 243661 members 
Entering Unmasked Estep 
Score: -42612080.000000 Penalty: 15213.061523
	Iteration 41Q: 3 clusters Score -4.261208e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 243692 members 
Entering Unmasked Estep 
Score: -42612116.000000 Penalty: 15213.061523
	Iteration 42Q: 3 clusters Score -4.261212e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 243718 members 
Entering Unmasked Estep 
Score: -42612084.000000 Penalty: 15213.061523
	Iteration 43Q: 3 clusters Score -4.261208e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 243740 members 
Entering Unmasked Estep 
Score: -42612088.000000 Penalty: 15213.061523
	Iteration 44Q: 3 clusters Score -4.261209e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 243763 members 
Entering Unmasked Estep 
Score: -42612100.000000 Penalty: 15213.061523
	Iteration 45Q: 3 clusters Score -4.26121e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 243780 members 
Entering Unmasked Estep 
Score: -42612076.000000 Penalty: 15213.061523
	Iteration 46Q: 3 clusters Score -4.261208e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 243797 members 
Entering Unmasked Estep 
Score: -42612076.000000 Penalty: 15213.061523
	Iteration 47Q: 3 clusters Score -4.261208e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 243812 members 
Entering Unmasked Estep 
Score: -42612088.000000 Penalty: 15213.061523
	Iteration 48Q: 3 clusters Score -4.261209e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 243830 members 
Entering Unmasked Estep 
Score: -42612080.000000 Penalty: 15213.061523
	Iteration 49Q: 3 clusters Score -4.261208e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 243843 members 
Entering Unmasked Estep 
Score: -42612088.000000 Penalty: 15213.061523
	Iteration 50Q: 3 clusters Score -4.261209e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 243855 members 
Entering Unmasked Estep 
Score: -42612068.000000 Penalty: 15213.061523
	Iteration 51Q: 3 clusters Score -4.261207e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 243865 members 
Entering Unmasked Estep 
Score: -42612096.000000 Penalty: 15213.061523
	Iteration 52Q: 3 clusters Score -4.26121e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 243874 members 
Entering Unmasked Estep 
Score: -42612092.000000 Penalty: 15213.061523
	Iteration 53Q: 3 clusters Score -4.261209e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 243881 members 
Entering Unmasked Estep 
Score: -42612084.000000 Penalty: 15213.061523
	Iteration 54Q: 3 clusters Score -4.261208e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 243885 members 
Entering Unmasked Estep 
Score: -42612068.000000 Penalty: 15213.061523
	Iteration 55Q: 3 clusters Score -4.261207e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 243892 members 
Entering Unmasked Estep 
Score: -42612064.000000 Penalty: 15213.061523
	Iteration 56Q: 3 clusters Score -4.261206e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 243896 members 
Entering Unmasked Estep 
Score: -42612064.000000 Penalty: 15213.061523
	Iteration 57Q: 3 clusters Score -4.261206e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 243901 members 
Entering Unmasked Estep 
Score: -42612080.000000 Penalty: 15213.061523
	Iteration 58Q: 3 clusters Score -4.261208e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 243904 members 
Entering Unmasked Estep 
Score: -42612068.000000 Penalty: 15213.061523
	Iteration 59Q: 3 clusters Score -4.261207e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 243907 members 
Entering Unmasked Estep 
Score: -42612084.000000 Penalty: 15213.061523
	Iteration 60F: 3 clusters Score -4.261208e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 243913 members 
Entering Unmasked Estep 
Score: -42612068.000000 Penalty: 15213.061523
	Iteration 61Q: 3 clusters Score -4.261207e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 243920 members 
Entering Unmasked Estep 
Score: -42612060.000000 Penalty: 15213.061523
	Iteration 62Q: 3 clusters Score -4.261206e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 243926 members 
Entering Unmasked Estep 
Score: -42612072.000000 Penalty: 15213.061523
	Iteration 63Q: 3 clusters Score -4.261207e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 243933 members 
Entering Unmasked Estep 
Score: -42612100.000000 Penalty: 15213.061523
	Iteration 64Q: 3 clusters Score -4.26121e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 243939 members 
Entering Unmasked Estep 
Score: -42612092.000000 Penalty: 15213.061523
	Iteration 65Q: 3 clusters Score -4.261209e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 243941 members 
Entering Unmasked Estep 
Score: -42612120.000000 Penalty: 15213.061523
	Iteration 66Q: 3 clusters Score -4.261212e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 243946 members 
Entering Unmasked Estep 
Score: -42612112.000000 Penalty: 15213.061523
	Iteration 67Q: 3 clusters Score -4.261211e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 243951 members 
Entering Unmasked Estep 
Score: -42612108.000000 Penalty: 15213.061523
	Iteration 68Q: 3 clusters Score -4.261211e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 243957 members 
Entering Unmasked Estep 
Score: -42612116.000000 Penalty: 15213.061523
	Iteration 69Q: 3 clusters Score -4.261212e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 243963 members 
Entering Unmasked Estep 
Score: -42612140.000000 Penalty: 15213.061523
	Iteration 70Q: 3 clusters Score -4.261214e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 243969 members 
Entering Unmasked Estep 
Score: -42612136.000000 Penalty: 15213.061523
	Iteration 71Q: 3 clusters Score -4.261214e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 243975 members 
Entering Unmasked Estep 
Score: -42612152.000000 Penalty: 15213.061523
	Iteration 72Q: 3 clusters Score -4.261215e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 243977 members 
Entering Unmasked Estep 
Score: -42612136.000000 Penalty: 15213.061523
	Iteration 73Q: 3 clusters Score -4.261214e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 243982 members 
Entering Unmasked Estep 
Score: -42612164.000000 Penalty: 15213.061523
	Iteration 74Q: 3 clusters Score -4.261216e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 243987 members 
Entering Unmasked Estep 
Score: -42612148.000000 Penalty: 15213.061523
	Iteration 75Q: 3 clusters Score -4.261215e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 243992 members 
Entering Unmasked Estep 
Score: -42612148.000000 Penalty: 15213.061523
	Iteration 76Q: 3 clusters Score -4.261215e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 243995 members 
Entering Unmasked Estep 
Score: -42612120.000000 Penalty: 15213.061523
	Iteration 77Q: 3 clusters Score -4.261212e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 243998 members 
Entering Unmasked Estep 
Score: -42612120.000000 Penalty: 15213.061523
	Iteration 78Q: 3 clusters Score -4.261212e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 244000 members 
Entering Unmasked Estep 
Score: -42612128.000000 Penalty: 15213.061523
	Iteration 79Q: 3 clusters Score -4.261213e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 244000 members 
Entering Unmasked Estep 
Score: -42612128.000000 Penalty: 15213.061523
	Iteration 80F: 3 clusters Score -4.261213e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Entering Unmasked Estep 
Score: -2190517.000000 Penalty: 5778.938965
	Iteration 0F: 2 clusters Score -2190517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -2178699.500000 Penalty: 11557.877930
	Iteration 0F: 3 clusters Score -2178700 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -2181322.750000 Penalty: 11557.877930
	Iteration 1F: 3 clusters Score -2181323 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -2181805.500000 Penalty: 11557.877930
	Iteration 2F: 3 clusters Score -2181806 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -2182082.750000 Penalty: 11557.877930
	Iteration 3Q: 3 clusters Score -2182083 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -2182262.750000 Penalty: 11557.877930
	Iteration 4Q: 3 clusters Score -2182263 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -2182388.250000 Penalty: 11557.877930
	Iteration 5Q: 3 clusters Score -2182388 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -2182481.750000 Penalty: 11557.877930
	Iteration 6Q: 3 clusters Score -2182482 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -2182556.250000 Penalty: 11557.877930
	Iteration 7Q: 3 clusters Score -2182556 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -2182597.500000 Penalty: 11557.877930
	Iteration 8Q: 3 clusters Score -2182598 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -2182644.000000 Penalty: 11557.877930
	Iteration 9Q: 3 clusters Score -2182644 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -2182687.250000 Penalty: 11557.877930
	Iteration 10Q: 3 clusters Score -2182687 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -2182727.250000 Penalty: 11557.877930
	Iteration 11Q: 3 clusters Score -2182727 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -2182758.250000 Penalty: 11557.877930
	Iteration 12Q: 3 clusters Score -2182758 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -2182796.000000 Penalty: 11557.877930
	Iteration 13Q: 3 clusters Score -2182796 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -2182828.750000 Penalty: 11557.877930
	Iteration 14Q: 3 clusters Score -2182829 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -2182864.250000 Penalty: 11557.877930
	Iteration 15Q: 3 clusters Score -2182864 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -2182900.000000 Penalty: 11557.877930
	Iteration 16Q: 3 clusters Score -2182900 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -2182927.500000 Penalty: 11557.877930
	Iteration 17Q: 3 clusters Score -2182928 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -2182944.750000 Penalty: 11557.877930
	Iteration 18Q: 3 clusters Score -2182945 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -2182975.750000 Penalty: 11557.877930
	Iteration 19Q: 3 clusters Score -2182976 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -2183010.000000 Penalty: 11557.877930
	Iteration 20F: 3 clusters Score -2183010 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -2183049.750000 Penalty: 11557.877930
	Iteration 21Q: 3 clusters Score -2183050 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -2183076.000000 Penalty: 11557.877930
	Iteration 22Q: 3 clusters Score -2183076 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -2183103.250000 Penalty: 11557.877930
	Iteration 23Q: 3 clusters Score -2183103 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -2183130.000000 Penalty: 11557.877930
	Iteration 24Q: 3 clusters Score -2183130 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -2183159.750000 Penalty: 11557.877930
	Iteration 25Q: 3 clusters Score -2183160 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -2183204.000000 Penalty: 11557.877930
	Iteration 26Q: 3 clusters Score -2183204 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -2183233.500000 Penalty: 11557.877930
	Iteration 27Q: 3 clusters Score -2183234 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -2183277.500000 Penalty: 11557.877930
	Iteration 28Q: 3 clusters Score -2183278 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -2183326.750000 Penalty: 11557.877930
	Iteration 29Q: 3 clusters Score -2183327 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -2183385.250000 Penalty: 11557.877930
	Iteration 30Q: 3 clusters Score -2183385 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -2183433.250000 Penalty: 11557.877930
	Iteration 31Q: 3 clusters Score -2183433 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -2183499.000000 Penalty: 11557.877930
	Iteration 32Q: 3 clusters Score -2183499 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -2183575.500000 Penalty: 11557.877930
	Iteration 33Q: 3 clusters Score -2183576 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -2183641.000000 Penalty: 11557.877930
	Iteration 34Q: 3 clusters Score -2183641 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -2183716.250000 Penalty: 11557.877930
	Iteration 35Q: 3 clusters Score -2183716 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -2183809.500000 Penalty: 11557.877930
	Iteration 36Q: 3 clusters Score -2183810 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -2183891.000000 Penalty: 11557.877930
	Iteration 37Q: 3 clusters Score -2183891 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -2183978.250000 Penalty: 11557.877930
	Iteration 38Q: 3 clusters Score -2183978 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -2184091.250000 Penalty: 11557.877930
	Iteration 39Q: 3 clusters Score -2184091 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -2184207.750000 Penalty: 11557.877930
	Iteration 40F: 3 clusters Score -2184208 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -2184325.500000 Penalty: 11557.877930
	Iteration 41Q: 3 clusters Score -2184326 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -2184434.750000 Penalty: 11557.877930
	Iteration 42Q: 3 clusters Score -2184435 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -2184526.500000 Penalty: 11557.877930
	Iteration 43Q: 3 clusters Score -2184526 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -2184603.750000 Penalty: 11557.877930
	Iteration 44Q: 3 clusters Score -2184604 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -2184673.500000 Penalty: 11557.877930
	Iteration 45Q: 3 clusters Score -2184674 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -2184751.000000 Penalty: 11557.877930
	Iteration 46Q: 3 clusters Score -2184751 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -2184812.500000 Penalty: 11557.877930
	Iteration 47Q: 3 clusters Score -2184812 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -2184878.000000 Penalty: 11557.877930
	Iteration 48Q: 3 clusters Score -2184878 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -2184929.000000 Penalty: 11557.877930
	Iteration 49Q: 3 clusters Score -2184929 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -2184956.250000 Penalty: 11557.877930
	Iteration 50Q: 3 clusters Score -2184956 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -2184993.250000 Penalty: 11557.877930
	Iteration 51Q: 3 clusters Score -2184993 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -2185015.500000 Penalty: 11557.877930
	Iteration 52Q: 3 clusters Score -2185016 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -2185046.250000 Penalty: 11557.877930
	Iteration 53Q: 3 clusters Score -2185046 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -2185071.250000 Penalty: 11557.877930
	Iteration 54Q: 3 clusters Score -2185071 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -2185102.750000 Penalty: 11557.877930
	Iteration 55Q: 3 clusters Score -2185103 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -2185131.000000 Penalty: 11557.877930
	Iteration 56Q: 3 clusters Score -2185131 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -2185150.500000 Penalty: 11557.877930
	Iteration 57Q: 3 clusters Score -2185150 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -2185186.500000 Penalty: 11557.877930
	Iteration 58Q: 3 clusters Score -2185186 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -2185217.750000 Penalty: 11557.877930
	Iteration 59Q: 3 clusters Score -2185218 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -2185223.750000 Penalty: 11557.877930
	Iteration 60F: 3 clusters Score -2185224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -2185236.000000 Penalty: 11557.877930
	Iteration 61Q: 3 clusters Score -2185236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -2185244.750000 Penalty: 11557.877930
	Iteration 62Q: 3 clusters Score -2185245 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -2185258.500000 Penalty: 11557.877930
	Iteration 63Q: 3 clusters Score -2185258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -2185259.750000 Penalty: 11557.877930
	Iteration 64Q: 3 clusters Score -2185260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -2185263.250000 Penalty: 11557.877930
	Iteration 65Q: 3 clusters Score -2185263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -2185269.000000 Penalty: 11557.877930
	Iteration 66Q: 3 clusters Score -2185269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -2185274.000000 Penalty: 11557.877930
	Iteration 67Q: 3 clusters Score -2185274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -2185278.500000 Penalty: 11557.877930
	Iteration 68Q: 3 clusters Score -2185278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -2185286.000000 Penalty: 11557.877930
	Iteration 69Q: 3 clusters Score -2185286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -2185291.500000 Penalty: 11557.877930
	Iteration 70Q: 3 clusters Score -2185292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -2185289.000000 Penalty: 11557.877930
	Iteration 71Q: 3 clusters Score -2185289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -2185302.000000 Penalty: 11557.877930
	Iteration 72Q: 3 clusters Score -2185302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -2185304.500000 Penalty: 11557.877930
	Iteration 73Q: 3 clusters Score -2185304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -2185304.750000 Penalty: 11557.877930
	Iteration 74Q: 3 clusters Score -2185305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -2185310.250000 Penalty: 11557.877930
	Iteration 75Q: 3 clusters Score -2185310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -2185320.750000 Penalty: 11557.877930
	Iteration 76Q: 3 clusters Score -2185321 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -2185330.750000 Penalty: 11557.877930
	Iteration 77Q: 3 clusters Score -2185331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -2185336.500000 Penalty: 11557.877930
	Iteration 78Q: 3 clusters Score -2185336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -2185336.250000 Penalty: 11557.877930
	Iteration 79Q: 3 clusters Score -2185336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -2185340.750000 Penalty: 11557.877930
	Iteration 80F: 3 clusters Score -2185341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -2185343.750000 Penalty: 11557.877930
	Iteration 81Q: 3 clusters Score -2185344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -2185343.750000 Penalty: 11557.877930
	Iteration 82F: 3 clusters Score -2185344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (45916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45916 members 
Entering Unmasked Estep 
Score: -7981448.000000 Penalty: 6574.923340
	Iteration 0F: 2 clusters Score -7981448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 23041 members 
Entering Unmasked Estep 
Score: -7948509.500000 Penalty: 13149.846680
	Iteration 0F: 3 clusters Score -7948510 nChanged 20001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 23494 members 
Entering Unmasked Estep 
Score: -7959305.500000 Penalty: 13149.846680
	Iteration 1F: 3 clusters Score -7959306 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 23774 members 
Entering Unmasked Estep 
Score: -7960203.000000 Penalty: 13149.846680
	Iteration 2F: 3 clusters Score -7960203 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -7960819.500000 Penalty: 13149.846680
	Iteration 3Q: 3 clusters Score -7960820 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 24484 members 
Entering Unmasked Estep 
Score: -7961276.500000 Penalty: 13149.846680
	Iteration 4Q: 3 clusters Score -7961276 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -7961661.000000 Penalty: 13149.846680
	Iteration 5Q: 3 clusters Score -7961661 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 25556 members 
Entering Unmasked Estep 
Score: -7962067.000000 Penalty: 13149.846680
	Iteration 6Q: 3 clusters Score -7962067 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -7962459.000000 Penalty: 13149.846680
	Iteration 7Q: 3 clusters Score -7962459 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
Score: -7962839.500000 Penalty: 13149.846680
	Iteration 8Q: 3 clusters Score -7962840 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 28178 members 
Entering Unmasked Estep 
Score: -7963325.500000 Penalty: 13149.846680
	Iteration 9Q: 3 clusters Score -7963326 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 29439 members 
Entering Unmasked Estep 
Score: -7963937.500000 Penalty: 13149.846680
	Iteration 10Q: 3 clusters Score -7963938 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 30960 members 
Entering Unmasked Estep 
Score: -7964744.000000 Penalty: 13149.846680
	Iteration 11Q: 3 clusters Score -7964744 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 32806 members 
Entering Unmasked Estep 
Score: -7965844.500000 Penalty: 13149.846680
	Iteration 12Q: 3 clusters Score -7965844 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 34915 members 
Entering Unmasked Estep 
Score: -7967242.500000 Penalty: 13149.846680
	Iteration 13Q: 3 clusters Score -7967242 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 37291 members 
Entering Unmasked Estep 
Score: -7968971.000000 Penalty: 13149.846680
	Iteration 14F: 3 clusters Score -7968971 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 39586 members 
Entering Unmasked Estep 
Score: -7970752.500000 Penalty: 13149.846680
	Iteration 15F: 3 clusters Score -7970752 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 41488 members 
Entering Unmasked Estep 
Score: -7972380.000000 Penalty: 13149.846680
	Iteration 16Q: 3 clusters Score -7972380 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 42913 members 
Entering Unmasked Estep 
Score: -7973536.500000 Penalty: 13149.846680
	Iteration 17Q: 3 clusters Score -7973536 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 43844 members 
Entering Unmasked Estep 
Score: -7974302.500000 Penalty: 13149.846680
	Iteration 18Q: 3 clusters Score -7974302 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 44373 members 
Entering Unmasked Estep 
Score: -7974793.000000 Penalty: 13149.846680
	Iteration 19Q: 3 clusters Score -7974793 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 44657 members 
Entering Unmasked Estep 
Score: -7975056.000000 Penalty: 13149.846680
	Iteration 20F: 3 clusters Score -7975056 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 44840 members 
Entering Unmasked Estep 
Score: -7975262.000000 Penalty: 13149.846680
	Iteration 21Q: 3 clusters Score -7975262 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 44936 members 
Entering Unmasked Estep 
Score: -7975365.500000 Penalty: 13149.846680
	Iteration 22Q: 3 clusters Score -7975366 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 44981 members 
Entering Unmasked Estep 
Score: -7975411.000000 Penalty: 13149.846680
	Iteration 23Q: 3 clusters Score -7975411 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 45011 members 
Entering Unmasked Estep 
Score: -7975448.000000 Penalty: 13149.846680
	Iteration 24Q: 3 clusters Score -7975448 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 45039 members 
Entering Unmasked Estep 
Score: -7975469.500000 Penalty: 13149.846680
	Iteration 25Q: 3 clusters Score -7975470 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 45062 members 
Entering Unmasked Estep 
Score: -7975482.000000 Penalty: 13149.846680
	Iteration 26Q: 3 clusters Score -7975482 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 45082 members 
Entering Unmasked Estep 
Score: -7975508.000000 Penalty: 13149.846680
	Iteration 27Q: 3 clusters Score -7975508 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 45098 members 
Entering Unmasked Estep 
Score: -7975536.500000 Penalty: 13149.846680
	Iteration 28Q: 3 clusters Score -7975536 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 45112 members 
Entering Unmasked Estep 
Score: -7975551.000000 Penalty: 13149.846680
	Iteration 29Q: 3 clusters Score -7975551 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 45124 members 
Entering Unmasked Estep 
Score: -7975555.500000 Penalty: 13149.846680
	Iteration 30Q: 3 clusters Score -7975556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 45131 members 
Entering Unmasked Estep 
Score: -7975573.500000 Penalty: 13149.846680
	Iteration 31Q: 3 clusters Score -7975574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 45138 members 
Entering Unmasked Estep 
Score: -7975584.500000 Penalty: 13149.846680
	Iteration 32Q: 3 clusters Score -7975584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 45144 members 
Entering Unmasked Estep 
Score: -7975593.500000 Penalty: 13149.846680
	Iteration 33Q: 3 clusters Score -7975594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 45147 members 
Entering Unmasked Estep 
Score: -7975598.500000 Penalty: 13149.846680
	Iteration 34Q: 3 clusters Score -7975598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 45150 members 
Entering Unmasked Estep 
Score: -7975601.000000 Penalty: 13149.846680
	Iteration 35Q: 3 clusters Score -7975601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 45156 members 
Entering Unmasked Estep 
Score: -7975604.500000 Penalty: 13149.846680
	Iteration 36Q: 3 clusters Score -7975604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 45158 members 
Entering Unmasked Estep 
Score: -7975615.500000 Penalty: 13149.846680
	Iteration 37Q: 3 clusters Score -7975616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 45161 members 
Entering Unmasked Estep 
Score: -7975621.000000 Penalty: 13149.846680
	Iteration 38Q: 3 clusters Score -7975621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 45163 members 
Entering Unmasked Estep 
Score: -7975625.500000 Penalty: 13149.846680
	Iteration 39Q: 3 clusters Score -7975626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 45164 members 
Entering Unmasked Estep 
Score: -7975622.000000 Penalty: 13149.846680
	Iteration 40F: 3 clusters Score -7975622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 45166 members 
Entering Unmasked Estep 
Score: -7975620.500000 Penalty: 13149.846680
	Iteration 41Q: 3 clusters Score -7975620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 45169 members 
Entering Unmasked Estep 
Score: -7975620.000000 Penalty: 13149.846680
	Iteration 42Q: 3 clusters Score -7975620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 45172 members 
Entering Unmasked Estep 
Score: -7975625.000000 Penalty: 13149.846680
	Iteration 43Q: 3 clusters Score -7975625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 45173 members 
Entering Unmasked Estep 
Score: -7975632.000000 Penalty: 13149.846680
	Iteration 44Q: 3 clusters Score -7975632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 45174 members 
Entering Unmasked Estep 
Score: -7975636.500000 Penalty: 13149.846680
	Iteration 45Q: 3 clusters Score -7975636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 45176 members 
Entering Unmasked Estep 
Score: -7975632.000000 Penalty: 13149.846680
	Iteration 46Q: 3 clusters Score -7975632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 45177 members 
Entering Unmasked Estep 
Score: -7975638.000000 Penalty: 13149.846680
	Iteration 47Q: 3 clusters Score -7975638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 45177 members 
Entering Unmasked Estep 
Score: -7975638.000000 Penalty: 13149.846680
	Iteration 48F: 3 clusters Score -7975638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Entering Unmasked Estep 
Score: -113960.351562 Penalty: 4082.731201
	Iteration 0F: 2 clusters Score -113960.4 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 409 members 
Entering Unmasked Estep 
Score: -110174.812500 Penalty: 8165.462402
	Iteration 0F: 3 clusters Score -110174.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -110518.460938 Penalty: 8165.462402
	Iteration 1F: 3 clusters Score -110518.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -110688.820312 Penalty: 8165.462402
	Iteration 2Q: 3 clusters Score -110688.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -110783.375000 Penalty: 8165.462402
	Iteration 3Q: 3 clusters Score -110783.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -110831.054688 Penalty: 8165.462402
	Iteration 4Q: 3 clusters Score -110831.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -110875.015625 Penalty: 8165.462402
	Iteration 5Q: 3 clusters Score -110875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -110915.648438 Penalty: 8165.462402
	Iteration 6Q: 3 clusters Score -110915.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -110958.132812 Penalty: 8165.462402
	Iteration 7Q: 3 clusters Score -110958.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -111038.773438 Penalty: 8165.462402
	Iteration 8Q: 3 clusters Score -111038.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -111085.968750 Penalty: 8165.462402
	Iteration 9Q: 3 clusters Score -111086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -111138.945312 Penalty: 8165.462402
	Iteration 10Q: 3 clusters Score -111138.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -111177.718750 Penalty: 8165.462402
	Iteration 11Q: 3 clusters Score -111177.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -111206.023438 Penalty: 8165.462402
	Iteration 12Q: 3 clusters Score -111206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -111262.507812 Penalty: 8165.462402
	Iteration 13Q: 3 clusters Score -111262.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -111302.929688 Penalty: 8165.462402
	Iteration 14Q: 3 clusters Score -111302.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -111322.429688 Penalty: 8165.462402
	Iteration 15Q: 3 clusters Score -111322.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -111349.664062 Penalty: 8165.462402
	Iteration 16Q: 3 clusters Score -111349.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -111358.250000 Penalty: 8165.462402
	Iteration 17Q: 3 clusters Score -111358.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -111373.359375 Penalty: 8165.462402
	Iteration 18Q: 3 clusters Score -111373.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -111383.101562 Penalty: 8165.462402
	Iteration 19Q: 3 clusters Score -111383.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -111390.023438 Penalty: 8165.462402
	Iteration 20F: 3 clusters Score -111390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -111395.046875 Penalty: 8165.462402
	Iteration 21Q: 3 clusters Score -111395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -111395.046875 Penalty: 8165.462402
	Iteration 22F: 3 clusters Score -111395 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (33325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33325 members 
Entering Unmasked Estep 
Score: -5488718.000000 Penalty: 6378.613770
	Iteration 0F: 2 clusters Score -5488718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -5463805.500000 Penalty: 12757.227539
	Iteration 0F: 3 clusters Score -5463806 nChanged 14174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -5471348.500000 Penalty: 12757.227539
	Iteration 1F: 3 clusters Score -5471348 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -5472236.000000 Penalty: 12757.227539
	Iteration 2F: 3 clusters Score -5472236 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -5473000.500000 Penalty: 12757.227539
	Iteration 3F: 3 clusters Score -5473000 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -5473675.000000 Penalty: 12757.227539
	Iteration 4Q: 3 clusters Score -5473675 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -5474248.500000 Penalty: 12757.227539
	Iteration 5Q: 3 clusters Score -5474248 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -5474914.000000 Penalty: 12757.227539
	Iteration 6Q: 3 clusters Score -5474914 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -5475648.500000 Penalty: 12757.227539
	Iteration 7Q: 3 clusters Score -5475648 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -5476588.500000 Penalty: 12757.227539
	Iteration 8Q: 3 clusters Score -5476588 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -5477665.500000 Penalty: 12757.227539
	Iteration 9F: 3 clusters Score -5477666 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 25643 members 
Entering Unmasked Estep 
Score: -5478949.500000 Penalty: 12757.227539
	Iteration 10F: 3 clusters Score -5478950 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 27213 members 
Entering Unmasked Estep 
Score: -5480196.500000 Penalty: 12757.227539
	Iteration 11Q: 3 clusters Score -5480196 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 28574 members 
Entering Unmasked Estep 
Score: -5481367.500000 Penalty: 12757.227539
	Iteration 12Q: 3 clusters Score -5481368 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 29636 members 
Entering Unmasked Estep 
Score: -5482270.000000 Penalty: 12757.227539
	Iteration 13Q: 3 clusters Score -5482270 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 30437 members 
Entering Unmasked Estep 
Score: -5482980.500000 Penalty: 12757.227539
	Iteration 14Q: 3 clusters Score -5482980 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 30936 members 
Entering Unmasked Estep 
Score: -5483414.500000 Penalty: 12757.227539
	Iteration 15Q: 3 clusters Score -5483414 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 31271 members 
Entering Unmasked Estep 
Score: -5483736.500000 Penalty: 12757.227539
	Iteration 16Q: 3 clusters Score -5483736 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 31497 members 
Entering Unmasked Estep 
Score: -5483950.000000 Penalty: 12757.227539
	Iteration 17Q: 3 clusters Score -5483950 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 31645 members 
Entering Unmasked Estep 
Score: -5484103.500000 Penalty: 12757.227539
	Iteration 18Q: 3 clusters Score -5484104 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 31751 members 
Entering Unmasked Estep 
Score: -5484198.000000 Penalty: 12757.227539
	Iteration 19Q: 3 clusters Score -5484198 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 31817 members 
Entering Unmasked Estep 
Score: -5484275.000000 Penalty: 12757.227539
	Iteration 20F: 3 clusters Score -5484275 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 31865 members 
Entering Unmasked Estep 
Score: -5484354.000000 Penalty: 12757.227539
	Iteration 21Q: 3 clusters Score -5484354 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 31909 members 
Entering Unmasked Estep 
Score: -5484388.500000 Penalty: 12757.227539
	Iteration 22Q: 3 clusters Score -5484388 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 31934 members 
Entering Unmasked Estep 
Score: -5484415.000000 Penalty: 12757.227539
	Iteration 23Q: 3 clusters Score -5484415 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 31965 members 
Entering Unmasked Estep 
Score: -5484451.500000 Penalty: 12757.227539
	Iteration 24Q: 3 clusters Score -5484452 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 31989 members 
Entering Unmasked Estep 
Score: -5484474.000000 Penalty: 12757.227539
	Iteration 25Q: 3 clusters Score -5484474 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 32002 members 
Entering Unmasked Estep 
Score: -5484488.000000 Penalty: 12757.227539
	Iteration 26Q: 3 clusters Score -5484488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 32008 members 
Entering Unmasked Estep 
Score: -5484496.500000 Penalty: 12757.227539
	Iteration 27Q: 3 clusters Score -5484496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 32012 members 
Entering Unmasked Estep 
Score: -5484497.000000 Penalty: 12757.227539
	Iteration 28Q: 3 clusters Score -5484497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 32014 members 
Entering Unmasked Estep 
Score: -5484498.000000 Penalty: 12757.227539
	Iteration 29Q: 3 clusters Score -5484498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 32020 members 
Entering Unmasked Estep 
Score: -5484502.500000 Penalty: 12757.227539
	Iteration 30Q: 3 clusters Score -5484502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 32025 members 
Entering Unmasked Estep 
Score: -5484501.500000 Penalty: 12757.227539
	Iteration 31Q: 3 clusters Score -5484502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 32030 members 
Entering Unmasked Estep 
Score: -5484510.000000 Penalty: 12757.227539
	Iteration 32Q: 3 clusters Score -5484510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 32032 members 
Entering Unmasked Estep 
Score: -5484517.500000 Penalty: 12757.227539
	Iteration 33Q: 3 clusters Score -5484518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 32035 members 
Entering Unmasked Estep 
Score: -5484520.000000 Penalty: 12757.227539
	Iteration 34Q: 3 clusters Score -5484520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 32034 members 
Entering Unmasked Estep 
Score: -5484521.000000 Penalty: 12757.227539
	Iteration 35Q: 3 clusters Score -5484521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 32038 members 
Entering Unmasked Estep 
Score: -5484518.000000 Penalty: 12757.227539
	Iteration 36Q: 3 clusters Score -5484518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 32040 members 
Entering Unmasked Estep 
Score: -5484525.500000 Penalty: 12757.227539
	Iteration 37Q: 3 clusters Score -5484526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 32040 members 
Entering Unmasked Estep 
Score: -5484532.500000 Penalty: 12757.227539
	Iteration 38Q: 3 clusters Score -5484532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 32041 members 
Entering Unmasked Estep 
Score: -5484530.500000 Penalty: 12757.227539
	Iteration 39Q: 3 clusters Score -5484530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 32043 members 
Entering Unmasked Estep 
Score: -5484534.000000 Penalty: 12757.227539
	Iteration 40F: 3 clusters Score -5484534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 32047 members 
Entering Unmasked Estep 
Score: -5484535.500000 Penalty: 12757.227539
	Iteration 41Q: 3 clusters Score -5484536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 32050 members 
Entering Unmasked Estep 
Score: -5484538.500000 Penalty: 12757.227539
	Iteration 42Q: 3 clusters Score -5484538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 32052 members 
Entering Unmasked Estep 
Score: -5484535.500000 Penalty: 12757.227539
	Iteration 43Q: 3 clusters Score -5484536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 32053 members 
Entering Unmasked Estep 
Score: -5484542.000000 Penalty: 12757.227539
	Iteration 44Q: 3 clusters Score -5484542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 32053 members 
Entering Unmasked Estep 
Score: -5484542.000000 Penalty: 12757.227539
	Iteration 45F: 3 clusters Score -5484542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Entering Unmasked Estep 
Score: -175553.953125 Penalty: 4322.962402
	Iteration 0F: 2 clusters Score -175554 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 563 members 
Entering Unmasked Estep 
Score: -171403.625000 Penalty: 8645.924805
	Iteration 0F: 3 clusters Score -171403.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -171926.609375 Penalty: 8645.924805
	Iteration 1F: 3 clusters Score -171926.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -172115.078125 Penalty: 8645.924805
	Iteration 2F: 3 clusters Score -172115.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -172266.796875 Penalty: 8645.924805
	Iteration 3Q: 3 clusters Score -172266.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -172596.890625 Penalty: 8645.924805
	Iteration 4Q: 3 clusters Score -172596.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -173177.843750 Penalty: 8645.924805
	Iteration 5Q: 3 clusters Score -173177.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -173594.765625 Penalty: 8645.924805
	Iteration 6Q: 3 clusters Score -173594.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -173864.156250 Penalty: 8645.924805
	Iteration 7Q: 3 clusters Score -173864.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -174065.781250 Penalty: 8645.924805
	Iteration 8Q: 3 clusters Score -174065.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -174264.984375 Penalty: 8645.924805
	Iteration 9Q: 3 clusters Score -174265 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -174374.531250 Penalty: 8645.924805
	Iteration 10Q: 3 clusters Score -174374.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -174479.046875 Penalty: 8645.924805
	Iteration 11Q: 3 clusters Score -174479 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -174561.156250 Penalty: 8645.924805
	Iteration 12Q: 3 clusters Score -174561.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -174611.921875 Penalty: 8645.924805
	Iteration 13Q: 3 clusters Score -174611.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -174686.343750 Penalty: 8645.924805
	Iteration 14Q: 3 clusters Score -174686.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -174769.781250 Penalty: 8645.924805
	Iteration 15Q: 3 clusters Score -174769.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -174872.625000 Penalty: 8645.924805
	Iteration 16Q: 3 clusters Score -174872.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -175094.062500 Penalty: 8645.924805
	Iteration 17Q: 3 clusters Score -175094.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -175302.843750 Penalty: 8645.924805
	Iteration 18Q: 3 clusters Score -175302.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -175333.703125 Penalty: 8645.924805
	Iteration 19Q: 3 clusters Score -175333.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -175342.703125 Penalty: 8645.924805
	Iteration 20F: 3 clusters Score -175342.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -175361.234375 Penalty: 8645.924805
	Iteration 21Q: 3 clusters Score -175361.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -175370.546875 Penalty: 8645.924805
	Iteration 22Q: 3 clusters Score -175370.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -175374.109375 Penalty: 8645.924805
	Iteration 23Q: 3 clusters Score -175374.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -175374.109375 Penalty: 8645.924805
	Iteration 24F: 3 clusters Score -175374.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Entering Unmasked Estep 
Score: -1481233.625000 Penalty: 5575.642090
	Iteration 0F: 2 clusters Score -1481234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1471677.375000 Penalty: 11151.284180
	Iteration 0F: 3 clusters Score -1471677 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1473592.125000 Penalty: 11151.284180
	Iteration 1F: 3 clusters Score -1473592 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1473990.125000 Penalty: 11151.284180
	Iteration 2F: 3 clusters Score -1473990 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1474221.375000 Penalty: 11151.284180
	Iteration 3Q: 3 clusters Score -1474221 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1474353.000000 Penalty: 11151.284180
	Iteration 4Q: 3 clusters Score -1474353 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1474438.125000 Penalty: 11151.284180
	Iteration 5Q: 3 clusters Score -1474438 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1474512.500000 Penalty: 11151.284180
	Iteration 6Q: 3 clusters Score -1474512 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1474619.625000 Penalty: 11151.284180
	Iteration 7Q: 3 clusters Score -1474620 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1474736.875000 Penalty: 11151.284180
	Iteration 8Q: 3 clusters Score -1474737 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1474878.375000 Penalty: 11151.284180
	Iteration 9Q: 3 clusters Score -1474878 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1475035.625000 Penalty: 11151.284180
	Iteration 10Q: 3 clusters Score -1475036 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1475197.000000 Penalty: 11151.284180
	Iteration 11Q: 3 clusters Score -1475197 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1475316.000000 Penalty: 11151.284180
	Iteration 12Q: 3 clusters Score -1475316 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1475416.625000 Penalty: 11151.284180
	Iteration 13Q: 3 clusters Score -1475417 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1475516.750000 Penalty: 11151.284180
	Iteration 14Q: 3 clusters Score -1475517 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1475595.875000 Penalty: 11151.284180
	Iteration 15Q: 3 clusters Score -1475596 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1475681.000000 Penalty: 11151.284180
	Iteration 16Q: 3 clusters Score -1475681 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1475777.000000 Penalty: 11151.284180
	Iteration 17Q: 3 clusters Score -1475777 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1475869.125000 Penalty: 11151.284180
	Iteration 18Q: 3 clusters Score -1475869 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1475954.375000 Penalty: 11151.284180
	Iteration 19Q: 3 clusters Score -1475954 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1476024.875000 Penalty: 11151.284180
	Iteration 20F: 3 clusters Score -1476025 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1476088.250000 Penalty: 11151.284180
	Iteration 21Q: 3 clusters Score -1476088 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1476165.375000 Penalty: 11151.284180
	Iteration 22Q: 3 clusters Score -1476165 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1476236.625000 Penalty: 11151.284180
	Iteration 23Q: 3 clusters Score -1476237 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1476305.625000 Penalty: 11151.284180
	Iteration 24Q: 3 clusters Score -1476306 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1476382.250000 Penalty: 11151.284180
	Iteration 25Q: 3 clusters Score -1476382 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1476446.875000 Penalty: 11151.284180
	Iteration 26Q: 3 clusters Score -1476447 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1476533.625000 Penalty: 11151.284180
	Iteration 27Q: 3 clusters Score -1476534 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1476601.500000 Penalty: 11151.284180
	Iteration 28Q: 3 clusters Score -1476602 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1476664.875000 Penalty: 11151.284180
	Iteration 29Q: 3 clusters Score -1476665 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1476716.250000 Penalty: 11151.284180
	Iteration 30Q: 3 clusters Score -1476716 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1476771.125000 Penalty: 11151.284180
	Iteration 31Q: 3 clusters Score -1476771 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1476833.500000 Penalty: 11151.284180
	Iteration 32Q: 3 clusters Score -1476834 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1476892.375000 Penalty: 11151.284180
	Iteration 33Q: 3 clusters Score -1476892 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1476952.125000 Penalty: 11151.284180
	Iteration 34Q: 3 clusters Score -1476952 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1477002.125000 Penalty: 11151.284180
	Iteration 35Q: 3 clusters Score -1477002 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1477035.375000 Penalty: 11151.284180
	Iteration 36Q: 3 clusters Score -1477035 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1477065.625000 Penalty: 11151.284180
	Iteration 37Q: 3 clusters Score -1477066 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1477085.625000 Penalty: 11151.284180
	Iteration 38Q: 3 clusters Score -1477086 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1477093.625000 Penalty: 11151.284180
	Iteration 39Q: 3 clusters Score -1477094 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1477105.750000 Penalty: 11151.284180
	Iteration 40F: 3 clusters Score -1477106 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1477115.000000 Penalty: 11151.284180
	Iteration 41Q: 3 clusters Score -1477115 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1477121.625000 Penalty: 11151.284180
	Iteration 42Q: 3 clusters Score -1477122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1477131.375000 Penalty: 11151.284180
	Iteration 43Q: 3 clusters Score -1477131 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1477133.250000 Penalty: 11151.284180
	Iteration 44Q: 3 clusters Score -1477133 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1477145.500000 Penalty: 11151.284180
	Iteration 45Q: 3 clusters Score -1477146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1477149.625000 Penalty: 11151.284180
	Iteration 46Q: 3 clusters Score -1477150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1477152.250000 Penalty: 11151.284180
	Iteration 47Q: 3 clusters Score -1477152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1477157.875000 Penalty: 11151.284180
	Iteration 48Q: 3 clusters Score -1477158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1477159.750000 Penalty: 11151.284180
	Iteration 49Q: 3 clusters Score -1477160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1477162.750000 Penalty: 11151.284180
	Iteration 50Q: 3 clusters Score -1477163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1477165.125000 Penalty: 11151.284180
	Iteration 51Q: 3 clusters Score -1477165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1477169.375000 Penalty: 11151.284180
	Iteration 52Q: 3 clusters Score -1477169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1477175.250000 Penalty: 11151.284180
	Iteration 53Q: 3 clusters Score -1477175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1477176.125000 Penalty: 11151.284180
	Iteration 54Q: 3 clusters Score -1477176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1477179.875000 Penalty: 11151.284180
	Iteration 55Q: 3 clusters Score -1477180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1477179.125000 Penalty: 11151.284180
	Iteration 56Q: 3 clusters Score -1477179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1477179.125000 Penalty: 11151.284180
	Iteration 57F: 3 clusters Score -1477179 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (47116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47116 members 
Entering Unmasked Estep 
Score: -8129275.500000 Penalty: 6590.725586
	Iteration 0F: 2 clusters Score -8129276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 23759 members 
Entering Unmasked Estep 
Score: -8095360.000000 Penalty: 13181.451172
	Iteration 0F: 3 clusters Score -8095360 nChanged 20668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22807 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -8106599.000000 Penalty: 13181.451172
	Iteration 1F: 3 clusters Score -8106599 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 24718 members 
Entering Unmasked Estep 
Score: -8107639.500000 Penalty: 13181.451172
	Iteration 2F: 3 clusters Score -8107640 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -8108551.000000 Penalty: 13181.451172
	Iteration 3Q: 3 clusters Score -8108551 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 25861 members 
Entering Unmasked Estep 
Score: -8109435.500000 Penalty: 13181.451172
	Iteration 4Q: 3 clusters Score -8109436 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 26663 members 
Entering Unmasked Estep 
Score: -8110357.000000 Penalty: 13181.451172
	Iteration 5Q: 3 clusters Score -8110357 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 27718 members 
Entering Unmasked Estep 
Score: -8111370.000000 Penalty: 13181.451172
	Iteration 6Q: 3 clusters Score -8111370 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 29086 members 
Entering Unmasked Estep 
Score: -8112419.000000 Penalty: 13181.451172
	Iteration 7Q: 3 clusters Score -8112419 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 30791 members 
Entering Unmasked Estep 
Score: -8113679.500000 Penalty: 13181.451172
	Iteration 8Q: 3 clusters Score -8113680 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 32794 members 
Entering Unmasked Estep 
Score: -8115247.500000 Penalty: 13181.451172
	Iteration 9Q: 3 clusters Score -8115248 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 34927 members 
Entering Unmasked Estep 
Score: -8116864.500000 Penalty: 13181.451172
	Iteration 10F: 3 clusters Score -8116864 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 36971 members 
Entering Unmasked Estep 
Score: -8118764.000000 Penalty: 13181.451172
	Iteration 11Q: 3 clusters Score -8118764 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 38685 members 
Entering Unmasked Estep 
Score: -8120444.500000 Penalty: 13181.451172
	Iteration 12Q: 3 clusters Score -8120444 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 39864 members 
Entering Unmasked Estep 
Score: -8121579.000000 Penalty: 13181.451172
	Iteration 13Q: 3 clusters Score -8121579 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 40655 members 
Entering Unmasked Estep 
Score: -8122241.000000 Penalty: 13181.451172
	Iteration 14Q: 3 clusters Score -8122241 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 41202 members 
Entering Unmasked Estep 
Score: -8122627.500000 Penalty: 13181.451172
	Iteration 15Q: 3 clusters Score -8122628 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 41647 members 
Entering Unmasked Estep 
Score: -8122885.000000 Penalty: 13181.451172
	Iteration 16Q: 3 clusters Score -8122885 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 41973 members 
Entering Unmasked Estep 
Score: -8123038.500000 Penalty: 13181.451172
	Iteration 17Q: 3 clusters Score -8123038 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 42215 members 
Entering Unmasked Estep 
Score: -8123112.500000 Penalty: 13181.451172
	Iteration 18Q: 3 clusters Score -8123112 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 42400 members 
Entering Unmasked Estep 
Score: -8123192.000000 Penalty: 13181.451172
	Iteration 19Q: 3 clusters Score -8123192 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 42559 members 
Entering Unmasked Estep 
Score: -8123235.000000 Penalty: 13181.451172
	Iteration 20F: 3 clusters Score -8123235 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 42699 members 
Entering Unmasked Estep 
Score: -8123309.000000 Penalty: 13181.451172
	Iteration 21Q: 3 clusters Score -8123309 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 42839 members 
Entering Unmasked Estep 
Score: -8123366.500000 Penalty: 13181.451172
	Iteration 22Q: 3 clusters Score -8123366 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 42962 members 
Entering Unmasked Estep 
Score: -8123413.500000 Penalty: 13181.451172
	Iteration 23Q: 3 clusters Score -8123414 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 43073 members 
Entering Unmasked Estep 
Score: -8123466.000000 Penalty: 13181.451172
	Iteration 24Q: 3 clusters Score -8123466 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 43158 members 
Entering Unmasked Estep 
Score: -8123501.000000 Penalty: 13181.451172
	Iteration 25Q: 3 clusters Score -8123501 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 43235 members 
Entering Unmasked Estep 
Score: -8123511.000000 Penalty: 13181.451172
	Iteration 26Q: 3 clusters Score -8123511 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 43308 members 
Entering Unmasked Estep 
Score: -8123540.500000 Penalty: 13181.451172
	Iteration 27Q: 3 clusters Score -8123540 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 43372 members 
Entering Unmasked Estep 
Score: -8123549.500000 Penalty: 13181.451172
	Iteration 28Q: 3 clusters Score -8123550 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 43426 members 
Entering Unmasked Estep 
Score: -8123568.000000 Penalty: 13181.451172
	Iteration 29Q: 3 clusters Score -8123568 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 43469 members 
Entering Unmasked Estep 
Score: -8123577.500000 Penalty: 13181.451172
	Iteration 30Q: 3 clusters Score -8123578 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 43507 members 
Entering Unmasked Estep 
Score: -8123611.000000 Penalty: 13181.451172
	Iteration 31Q: 3 clusters Score -8123611 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 43561 members 
Entering Unmasked Estep 
Score: -8123636.000000 Penalty: 13181.451172
	Iteration 32Q: 3 clusters Score -8123636 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 43612 members 
Entering Unmasked Estep 
Score: -8123640.500000 Penalty: 13181.451172
	Iteration 33Q: 3 clusters Score -8123640 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 43660 members 
Entering Unmasked Estep 
Score: -8123630.500000 Penalty: 13181.451172
	Iteration 34Q: 3 clusters Score -8123630 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 43705 members 
Entering Unmasked Estep 
Score: -8123630.500000 Penalty: 13181.451172
	Iteration 35Q: 3 clusters Score -8123630 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 43744 members 
Entering Unmasked Estep 
Score: -8123648.000000 Penalty: 13181.451172
	Iteration 36Q: 3 clusters Score -8123648 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 43786 members 
Entering Unmasked Estep 
Score: -8123671.000000 Penalty: 13181.451172
	Iteration 37Q: 3 clusters Score -8123671 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 43829 members 
Entering Unmasked Estep 
Score: -8123679.000000 Penalty: 13181.451172
	Iteration 38Q: 3 clusters Score -8123679 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 43869 members 
Entering Unmasked Estep 
Score: -8123666.500000 Penalty: 13181.451172
	Iteration 39Q: 3 clusters Score -8123666 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 43895 members 
Entering Unmasked Estep 
Score: -8123679.000000 Penalty: 13181.451172
	Iteration 40F: 3 clusters Score -8123679 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 43915 members 
Entering Unmasked Estep 
Score: -8123683.000000 Penalty: 13181.451172
	Iteration 41Q: 3 clusters Score -8123683 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 43934 members 
Entering Unmasked Estep 
Score: -8123681.500000 Penalty: 13181.451172
	Iteration 42Q: 3 clusters Score -8123682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 43951 members 
Entering Unmasked Estep 
Score: -8123686.000000 Penalty: 13181.451172
	Iteration 43Q: 3 clusters Score -8123686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 43961 members 
Entering Unmasked Estep 
Score: -8123693.500000 Penalty: 13181.451172
	Iteration 44Q: 3 clusters Score -8123694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 43968 members 
Entering Unmasked Estep 
Score: -8123697.000000 Penalty: 13181.451172
	Iteration 45Q: 3 clusters Score -8123697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 43975 members 
Entering Unmasked Estep 
Score: -8123698.000000 Penalty: 13181.451172
	Iteration 46Q: 3 clusters Score -8123698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 43981 members 
Entering Unmasked Estep 
Score: -8123704.500000 Penalty: 13181.451172
	Iteration 47Q: 3 clusters Score -8123704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 43986 members 
Entering Unmasked Estep 
Score: -8123700.500000 Penalty: 13181.451172
	Iteration 48Q: 3 clusters Score -8123700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 43989 members 
Entering Unmasked Estep 
Score: -8123704.500000 Penalty: 13181.451172
	Iteration 49Q: 3 clusters Score -8123704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 44001 members 
Entering Unmasked Estep 
Score: -8123707.000000 Penalty: 13181.451172
	Iteration 50Q: 3 clusters Score -8123707 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 44014 members 
Entering Unmasked Estep 
Score: -8123719.000000 Penalty: 13181.451172
	Iteration 51Q: 3 clusters Score -8123719 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 44024 members 
Entering Unmasked Estep 
Score: -8123721.500000 Penalty: 13181.451172
	Iteration 52Q: 3 clusters Score -8123722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 44033 members 
Entering Unmasked Estep 
Score: -8123723.500000 Penalty: 13181.451172
	Iteration 53Q: 3 clusters Score -8123724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 44047 members 
Entering Unmasked Estep 
Score: -8123729.500000 Penalty: 13181.451172
	Iteration 54Q: 3 clusters Score -8123730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 44059 members 
Entering Unmasked Estep 
Score: -8123722.000000 Penalty: 13181.451172
	Iteration 55Q: 3 clusters Score -8123722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 44061 members 
Entering Unmasked Estep 
Score: -8123724.000000 Penalty: 13181.451172
	Iteration 56Q: 3 clusters Score -8123724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 44062 members 
Entering Unmasked Estep 
Score: -8123723.500000 Penalty: 13181.451172
	Iteration 57Q: 3 clusters Score -8123724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 44063 members 
Entering Unmasked Estep 
Score: -8123725.500000 Penalty: 13181.451172
	Iteration 58Q: 3 clusters Score -8123726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 44063 members 
Entering Unmasked Estep 
Score: -8123725.500000 Penalty: 13181.451172
	Iteration 59F: 3 clusters Score -8123726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Entering Unmasked Estep 
Score: -312773.062500 Penalty: 4633.096191
	Iteration 0F: 2 clusters Score -312773.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -307855.156250 Penalty: 9266.192383
	Iteration 0F: 3 clusters Score -307855.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -308406.687500 Penalty: 9266.192383
	Iteration 1F: 3 clusters Score -308406.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -308562.312500 Penalty: 9266.192383
	Iteration 2Q: 3 clusters Score -308562.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -308666.312500 Penalty: 9266.192383
	Iteration 3Q: 3 clusters Score -308666.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -308766.968750 Penalty: 9266.192383
	Iteration 4Q: 3 clusters Score -308767 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -308826.906250 Penalty: 9266.192383
	Iteration 5Q: 3 clusters Score -308826.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -308880.375000 Penalty: 9266.192383
	Iteration 6Q: 3 clusters Score -308880.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -308906.062500 Penalty: 9266.192383
	Iteration 7Q: 3 clusters Score -308906.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -308934.781250 Penalty: 9266.192383
	Iteration 8Q: 3 clusters Score -308934.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -308974.906250 Penalty: 9266.192383
	Iteration 9Q: 3 clusters Score -308974.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -309015.062500 Penalty: 9266.192383
	Iteration 10Q: 3 clusters Score -309015.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -309066.593750 Penalty: 9266.192383
	Iteration 11Q: 3 clusters Score -309066.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -309113.468750 Penalty: 9266.192383
	Iteration 12Q: 3 clusters Score -309113.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -309147.156250 Penalty: 9266.192383
	Iteration 13Q: 3 clusters Score -309147.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -309185.062500 Penalty: 9266.192383
	Iteration 14Q: 3 clusters Score -309185.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -309224.812500 Penalty: 9266.192383
	Iteration 15Q: 3 clusters Score -309224.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -309273.906250 Penalty: 9266.192383
	Iteration 16Q: 3 clusters Score -309273.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -309328.750000 Penalty: 9266.192383
	Iteration 17Q: 3 clusters Score -309328.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -309376.625000 Penalty: 9266.192383
	Iteration 18Q: 3 clusters Score -309376.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -309426.812500 Penalty: 9266.192383
	Iteration 19Q: 3 clusters Score -309426.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -309471.843750 Penalty: 9266.192383
	Iteration 20F: 3 clusters Score -309471.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -309507.187500 Penalty: 9266.192383
	Iteration 21Q: 3 clusters Score -309507.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -309542.687500 Penalty: 9266.192383
	Iteration 22Q: 3 clusters Score -309542.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -309573.812500 Penalty: 9266.192383
	Iteration 23Q: 3 clusters Score -309573.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -309610.093750 Penalty: 9266.192383
	Iteration 24Q: 3 clusters Score -309610.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -309644.750000 Penalty: 9266.192383
	Iteration 25Q: 3 clusters Score -309644.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -309678.843750 Penalty: 9266.192383
	Iteration 26Q: 3 clusters Score -309678.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -309741.781250 Penalty: 9266.192383
	Iteration 27Q: 3 clusters Score -309741.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -309805.656250 Penalty: 9266.192383
	Iteration 28Q: 3 clusters Score -309805.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -309895.093750 Penalty: 9266.192383
	Iteration 29Q: 3 clusters Score -309895.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -309993.437500 Penalty: 9266.192383
	Iteration 30Q: 3 clusters Score -309993.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -310094.375000 Penalty: 9266.192383
	Iteration 31Q: 3 clusters Score -310094.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -310167.500000 Penalty: 9266.192383
	Iteration 32Q: 3 clusters Score -310167.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -310253.437500 Penalty: 9266.192383
	Iteration 33Q: 3 clusters Score -310253.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -310339.125000 Penalty: 9266.192383
	Iteration 34Q: 3 clusters Score -310339.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -310430.531250 Penalty: 9266.192383
	Iteration 35Q: 3 clusters Score -310430.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -310524.750000 Penalty: 9266.192383
	Iteration 36Q: 3 clusters Score -310524.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -310587.000000 Penalty: 9266.192383
	Iteration 37Q: 3 clusters Score -310587 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -310644.656250 Penalty: 9266.192383
	Iteration 38Q: 3 clusters Score -310644.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -310673.062500 Penalty: 9266.192383
	Iteration 39Q: 3 clusters Score -310673.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -310692.562500 Penalty: 9266.192383
	Iteration 40F: 3 clusters Score -310692.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -310716.187500 Penalty: 9266.192383
	Iteration 41Q: 3 clusters Score -310716.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -310734.937500 Penalty: 9266.192383
	Iteration 42Q: 3 clusters Score -310734.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -310749.437500 Penalty: 9266.192383
	Iteration 43Q: 3 clusters Score -310749.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -310760.562500 Penalty: 9266.192383
	Iteration 44Q: 3 clusters Score -310760.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -310771.125000 Penalty: 9266.192383
	Iteration 45Q: 3 clusters Score -310771.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -310776.031250 Penalty: 9266.192383
	Iteration 46Q: 3 clusters Score -310776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -310781.062500 Penalty: 9266.192383
	Iteration 47Q: 3 clusters Score -310781.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -310785.375000 Penalty: 9266.192383
	Iteration 48Q: 3 clusters Score -310785.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -310790.218750 Penalty: 9266.192383
	Iteration 49Q: 3 clusters Score -310790.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -310792.000000 Penalty: 9266.192383
	Iteration 50Q: 3 clusters Score -310792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -310792.000000 Penalty: 9266.192383
	Iteration 51F: 3 clusters Score -310792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Entering Unmasked Estep 
Score: -3663252.000000 Penalty: 6099.318359
	Iteration 0F: 2 clusters Score -3663252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -3646063.250000 Penalty: 12198.636719
	Iteration 0F: 3 clusters Score -3646063 nChanged 8681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -3650940.250000 Penalty: 12198.636719
	Iteration 1F: 3 clusters Score -3650940 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -3651865.250000 Penalty: 12198.636719
	Iteration 2F: 3 clusters Score -3651865 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -3652552.000000 Penalty: 12198.636719
	Iteration 3F: 3 clusters Score -3652552 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -3653112.000000 Penalty: 12198.636719
	Iteration 4Q: 3 clusters Score -3653112 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -3653575.250000 Penalty: 12198.636719
	Iteration 5Q: 3 clusters Score -3653575 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -3654011.000000 Penalty: 12198.636719
	Iteration 6Q: 3 clusters Score -3654011 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -3654462.750000 Penalty: 12198.636719
	Iteration 7Q: 3 clusters Score -3654463 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -3654938.250000 Penalty: 12198.636719
	Iteration 8Q: 3 clusters Score -3654938 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -3655473.750000 Penalty: 12198.636719
	Iteration 9Q: 3 clusters Score -3655474 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -3656081.750000 Penalty: 12198.636719
	Iteration 10Q: 3 clusters Score -3656082 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -3656763.250000 Penalty: 12198.636719
	Iteration 11Q: 3 clusters Score -3656763 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -3657385.500000 Penalty: 12198.636719
	Iteration 12Q: 3 clusters Score -3657386 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -3657945.500000 Penalty: 12198.636719
	Iteration 13Q: 3 clusters Score -3657946 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -3658432.250000 Penalty: 12198.636719
	Iteration 14Q: 3 clusters Score -3658432 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -3658820.500000 Penalty: 12198.636719
	Iteration 15Q: 3 clusters Score -3658820 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -3659152.500000 Penalty: 12198.636719
	Iteration 16Q: 3 clusters Score -3659152 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -3659373.500000 Penalty: 12198.636719
	Iteration 17Q: 3 clusters Score -3659374 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -3659558.000000 Penalty: 12198.636719
	Iteration 18Q: 3 clusters Score -3659558 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -3659669.000000 Penalty: 12198.636719
	Iteration 19Q: 3 clusters Score -3659669 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -3659763.000000 Penalty: 12198.636719
	Iteration 20F: 3 clusters Score -3659763 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -3659813.250000 Penalty: 12198.636719
	Iteration 21Q: 3 clusters Score -3659813 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -3659861.500000 Penalty: 12198.636719
	Iteration 22Q: 3 clusters Score -3659862 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -3659890.250000 Penalty: 12198.636719
	Iteration 23Q: 3 clusters Score -3659890 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -3659911.750000 Penalty: 12198.636719
	Iteration 24Q: 3 clusters Score -3659912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -3659919.500000 Penalty: 12198.636719
	Iteration 25Q: 3 clusters Score -3659920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -3659923.250000 Penalty: 12198.636719
	Iteration 26Q: 3 clusters Score -3659923 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -3659935.500000 Penalty: 12198.636719
	Iteration 27Q: 3 clusters Score -3659936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -3659933.250000 Penalty: 12198.636719
	Iteration 28Q: 3 clusters Score -3659933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -3659939.250000 Penalty: 12198.636719
	Iteration 29Q: 3 clusters Score -3659939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -3659943.000000 Penalty: 12198.636719
	Iteration 30Q: 3 clusters Score -3659943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -3659943.500000 Penalty: 12198.636719
	Iteration 31Q: 3 clusters Score -3659944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -3659950.750000 Penalty: 12198.636719
	Iteration 32Q: 3 clusters Score -3659951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -3659953.250000 Penalty: 12198.636719
	Iteration 33Q: 3 clusters Score -3659953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -3659956.250000 Penalty: 12198.636719
	Iteration 34Q: 3 clusters Score -3659956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -3659954.500000 Penalty: 12198.636719
	Iteration 35Q: 3 clusters Score -3659954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -3659957.750000 Penalty: 12198.636719
	Iteration 36Q: 3 clusters Score -3659958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -3659961.250000 Penalty: 12198.636719
	Iteration 37Q: 3 clusters Score -3659961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -3659957.750000 Penalty: 12198.636719
	Iteration 38Q: 3 clusters Score -3659958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -3659954.750000 Penalty: 12198.636719
	Iteration 39Q: 3 clusters Score -3659955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -3659954.750000 Penalty: 12198.636719
	Iteration 40F: 3 clusters Score -3659955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Entering Unmasked Estep 
Score: -1007450.812500 Penalty: 5352.181152
	Iteration 0F: 2 clusters Score -1007451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -999533.687500 Penalty: 10704.362305
	Iteration 0F: 3 clusters Score -999533.7 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1001059.187500 Penalty: 10704.362305
	Iteration 1F: 3 clusters Score -1001059 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1001661.875000 Penalty: 10704.362305
	Iteration 2F: 3 clusters Score -1001662 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1002277.562500 Penalty: 10704.362305
	Iteration 3F: 3 clusters Score -1002278 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1002964.750000 Penalty: 10704.362305
	Iteration 4F: 3 clusters Score -1002965 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1003629.437500 Penalty: 10704.362305
	Iteration 5F: 3 clusters Score -1003629 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1004121.687500 Penalty: 10704.362305
	Iteration 6F: 3 clusters Score -1004122 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1004475.812500 Penalty: 10704.362305
	Iteration 7Q: 3 clusters Score -1004476 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1004702.937500 Penalty: 10704.362305
	Iteration 8Q: 3 clusters Score -1004703 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1004844.375000 Penalty: 10704.362305
	Iteration 9Q: 3 clusters Score -1004844 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1004910.625000 Penalty: 10704.362305
	Iteration 10Q: 3 clusters Score -1004911 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1004958.062500 Penalty: 10704.362305
	Iteration 11Q: 3 clusters Score -1004958 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1004989.812500 Penalty: 10704.362305
	Iteration 12Q: 3 clusters Score -1004990 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1005009.750000 Penalty: 10704.362305
	Iteration 13Q: 3 clusters Score -1005010 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1005024.000000 Penalty: 10704.362305
	Iteration 14Q: 3 clusters Score -1005024 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1005040.812500 Penalty: 10704.362305
	Iteration 15Q: 3 clusters Score -1005041 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1005050.437500 Penalty: 10704.362305
	Iteration 16Q: 3 clusters Score -1005050 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1005061.562500 Penalty: 10704.362305
	Iteration 17Q: 3 clusters Score -1005062 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1005077.437500 Penalty: 10704.362305
	Iteration 18Q: 3 clusters Score -1005077 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1005090.125000 Penalty: 10704.362305
	Iteration 19Q: 3 clusters Score -1005090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1005095.687500 Penalty: 10704.362305
	Iteration 20F: 3 clusters Score -1005096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1005101.062500 Penalty: 10704.362305
	Iteration 21Q: 3 clusters Score -1005101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1005099.812500 Penalty: 10704.362305
	Iteration 22Q: 3 clusters Score -1005100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1005102.000000 Penalty: 10704.362305
	Iteration 23Q: 3 clusters Score -1005102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1005103.312500 Penalty: 10704.362305
	Iteration 24Q: 3 clusters Score -1005103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1005107.437500 Penalty: 10704.362305
	Iteration 25Q: 3 clusters Score -1005107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1005112.625000 Penalty: 10704.362305
	Iteration 26Q: 3 clusters Score -1005113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1005114.437500 Penalty: 10704.362305
	Iteration 27Q: 3 clusters Score -1005114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1005115.562500 Penalty: 10704.362305
	Iteration 28Q: 3 clusters Score -1005116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1005114.187500 Penalty: 10704.362305
	Iteration 29Q: 3 clusters Score -1005114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1005116.312500 Penalty: 10704.362305
	Iteration 30Q: 3 clusters Score -1005116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1005118.250000 Penalty: 10704.362305
	Iteration 31Q: 3 clusters Score -1005118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1005119.187500 Penalty: 10704.362305
	Iteration 32Q: 3 clusters Score -1005119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1005122.125000 Penalty: 10704.362305
	Iteration 33Q: 3 clusters Score -1005122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1005122.125000 Penalty: 10704.362305
	Iteration 34F: 3 clusters Score -1005122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (205989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205989 members 
Entering Unmasked Estep 
Score: -35513356.000000 Penalty: 7494.291504
	Iteration 0F: 2 clusters Score -3.551336e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103093 members 
Mstep: Class 2 contains 102896 members 
Entering Unmasked Estep 
Score: -35375964.000000 Penalty: 14988.583008
	Iteration 0F: 3 clusters Score -3.537596e+07 nChanged 96695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103464 members 
Mstep: Class 2 contains 102525 members 
Entering Unmasked Estep 
Score: -35431524.000000 Penalty: 14988.583008
	Iteration 1F: 3 clusters Score -3.543152e+07 nChanged 6904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103580 members 
Mstep: Class 2 contains 102409 members 
Entering Unmasked Estep 
Score: -35433272.000000 Penalty: 14988.583008
	Iteration 2Q: 3 clusters Score -3.543327e+07 nChanged 7041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103551 members 
Mstep: Class 2 contains 102438 members 
Entering Unmasked Estep 
Score: -35435352.000000 Penalty: 14988.583008
	Iteration 3Q: 3 clusters Score -3.543535e+07 nChanged 7815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103354 members 
Mstep: Class 2 contains 102635 members 
Entering Unmasked Estep 
Score: -35438260.000000 Penalty: 14988.583008
	Iteration 4Q: 3 clusters Score -3.543826e+07 nChanged 9221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102807 members 
Mstep: Class 2 contains 103182 members 
Entering Unmasked Estep 
Score: -35442376.000000 Penalty: 14988.583008
	Iteration 5Q: 3 clusters Score -3.544238e+07 nChanged 10723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101608 members 
Mstep: Class 2 contains 104381 members 
Entering Unmasked Estep 
Score: -35448072.000000 Penalty: 14988.583008
	Iteration 6F: 3 clusters Score -3.544807e+07 nChanged 11929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99787 members 
Mstep: Class 2 contains 106202 members 
Entering Unmasked Estep 
Score: -35454816.000000 Penalty: 14988.583008
	Iteration 7F: 3 clusters Score -3.545482e+07 nChanged 12727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97352 members 
Mstep: Class 2 contains 108637 members 
Entering Unmasked Estep 
Score: -35462464.000000 Penalty: 14988.583008
	Iteration 8F: 3 clusters Score -3.546246e+07 nChanged 12616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94634 members 
Mstep: Class 2 contains 111355 members 
Entering Unmasked Estep 
Score: -35470132.000000 Penalty: 14988.583008
	Iteration 9F: 3 clusters Score -3.547013e+07 nChanged 11300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91784 members 
Mstep: Class 2 contains 114205 members 
Entering Unmasked Estep 
Score: -35476984.000000 Penalty: 14988.583008
	Iteration 10F: 3 clusters Score -3.547698e+07 nChanged 9614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88716 members 
Mstep: Class 2 contains 117273 members 
Entering Unmasked Estep 
Score: -35482496.000000 Penalty: 14988.583008
	Iteration 11Q: 3 clusters Score -3.54825e+07 nChanged 7695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85613 members 
Mstep: Class 2 contains 120376 members 
Entering Unmasked Estep 
Score: -35486640.000000 Penalty: 14988.583008
	Iteration 12Q: 3 clusters Score -3.548664e+07 nChanged 5821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82540 members 
Mstep: Class 2 contains 123449 members 
Entering Unmasked Estep 
Score: -35488720.000000 Penalty: 14988.583008
	Iteration 13Q: 3 clusters Score -3.548872e+07 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79479 members 
Mstep: Class 2 contains 126510 members 
Entering Unmasked Estep 
Score: -35490160.000000 Penalty: 14988.583008
	Iteration 14Q: 3 clusters Score -3.549016e+07 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76465 members 
Mstep: Class 2 contains 129524 members 
Entering Unmasked Estep 
Score: -35491252.000000 Penalty: 14988.583008
	Iteration 15Q: 3 clusters Score -3.549125e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73337 members 
Mstep: Class 2 contains 132652 members 
Entering Unmasked Estep 
Score: -35492532.000000 Penalty: 14988.583008
	Iteration 16Q: 3 clusters Score -3.549253e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70197 members 
Mstep: Class 2 contains 135792 members 
Entering Unmasked Estep 
Score: -35493860.000000 Penalty: 14988.583008
	Iteration 17Q: 3 clusters Score -3.549386e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67035 members 
Mstep: Class 2 contains 138954 members 
Entering Unmasked Estep 
Score: -35495124.000000 Penalty: 14988.583008
	Iteration 18Q: 3 clusters Score -3.549512e+07 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63880 members 
Mstep: Class 2 contains 142109 members 
Entering Unmasked Estep 
Score: -35496412.000000 Penalty: 14988.583008
	Iteration 19Q: 3 clusters Score -3.549641e+07 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60720 members 
Mstep: Class 2 contains 145269 members 
Entering Unmasked Estep 
Score: -35497620.000000 Penalty: 14988.583008
	Iteration 20F: 3 clusters Score -3.549762e+07 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57557 members 
Mstep: Class 2 contains 148432 members 
Entering Unmasked Estep 
Score: -35498736.000000 Penalty: 14988.583008
	Iteration 21Q: 3 clusters Score -3.549874e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54430 members 
Mstep: Class 2 contains 151559 members 
Entering Unmasked Estep 
Score: -35500240.000000 Penalty: 14988.583008
	Iteration 22Q: 3 clusters Score -3.550024e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51412 members 
Mstep: Class 2 contains 154577 members 
Entering Unmasked Estep 
Score: -35501640.000000 Penalty: 14988.583008
	Iteration 23Q: 3 clusters Score -3.550164e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48520 members 
Mstep: Class 2 contains 157469 members 
Entering Unmasked Estep 
Score: -35502896.000000 Penalty: 14988.583008
	Iteration 24Q: 3 clusters Score -3.55029e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45741 members 
Mstep: Class 2 contains 160248 members 
Entering Unmasked Estep 
Score: -35504140.000000 Penalty: 14988.583008
	Iteration 25Q: 3 clusters Score -3.550414e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43142 members 
Mstep: Class 2 contains 162847 members 
Entering Unmasked Estep 
Score: -35505232.000000 Penalty: 14988.583008
	Iteration 26Q: 3 clusters Score -3.550523e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40749 members 
Mstep: Class 2 contains 165240 members 
Entering Unmasked Estep 
Score: -35506292.000000 Penalty: 14988.583008
	Iteration 27Q: 3 clusters Score -3.550629e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38629 members 
Mstep: Class 2 contains 167360 members 
Entering Unmasked Estep 
Score: -35507256.000000 Penalty: 14988.583008
	Iteration 28Q: 3 clusters Score -3.550726e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36665 members 
Mstep: Class 2 contains 169324 members 
Entering Unmasked Estep 
Score: -35507860.000000 Penalty: 14988.583008
	Iteration 29Q: 3 clusters Score -3.550786e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34887 members 
Mstep: Class 2 contains 171102 members 
Entering Unmasked Estep 
Score: -35508512.000000 Penalty: 14988.583008
	Iteration 30Q: 3 clusters Score -3.550851e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33287 members 
Mstep: Class 2 contains 172702 members 
Entering Unmasked Estep 
Score: -35508948.000000 Penalty: 14988.583008
	Iteration 31Q: 3 clusters Score -3.550895e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31927 members 
Mstep: Class 2 contains 174062 members 
Entering Unmasked Estep 
Score: -35509168.000000 Penalty: 14988.583008
	Iteration 32Q: 3 clusters Score -3.550917e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30762 members 
Mstep: Class 2 contains 175227 members 
Entering Unmasked Estep 
Score: -35509448.000000 Penalty: 14988.583008
	Iteration 33Q: 3 clusters Score -3.550945e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29731 members 
Mstep: Class 2 contains 176258 members 
Entering Unmasked Estep 
Score: -35509784.000000 Penalty: 14988.583008
	Iteration 34Q: 3 clusters Score -3.550978e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28768 members 
Mstep: Class 2 contains 177221 members 
Entering Unmasked Estep 
Score: -35510020.000000 Penalty: 14988.583008
	Iteration 35Q: 3 clusters Score -3.551002e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 178073 members 
Entering Unmasked Estep 
Score: -35510160.000000 Penalty: 14988.583008
	Iteration 36Q: 3 clusters Score -3.551016e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27161 members 
Mstep: Class 2 contains 178828 members 
Entering Unmasked Estep 
Score: -35510244.000000 Penalty: 14988.583008
	Iteration 37Q: 3 clusters Score -3.551024e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26512 members 
Mstep: Class 2 contains 179477 members 
Entering Unmasked Estep 
Score: -35510428.000000 Penalty: 14988.583008
	Iteration 38Q: 3 clusters Score -3.551043e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 180071 members 
Entering Unmasked Estep 
Score: -35510532.000000 Penalty: 14988.583008
	Iteration 39Q: 3 clusters Score -3.551053e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25447 members 
Mstep: Class 2 contains 180542 members 
Entering Unmasked Estep 
Score: -35510620.000000 Penalty: 14988.583008
	Iteration 40F: 3 clusters Score -3.551062e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 180952 members 
Entering Unmasked Estep 
Score: -35510648.000000 Penalty: 14988.583008
	Iteration 41Q: 3 clusters Score -3.551065e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 181300 members 
Entering Unmasked Estep 
Score: -35510660.000000 Penalty: 14988.583008
	Iteration 42Q: 3 clusters Score -3.551066e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 181593 members 
Entering Unmasked Estep 
Score: -35510624.000000 Penalty: 14988.583008
	Iteration 43Q: 3 clusters Score -3.551062e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 181870 members 
Entering Unmasked Estep 
Score: -35510588.000000 Penalty: 14988.583008
	Iteration 44Q: 3 clusters Score -3.551059e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23865 members 
Mstep: Class 2 contains 182124 members 
Entering Unmasked Estep 
Score: -35510644.000000 Penalty: 14988.583008
	Iteration 45Q: 3 clusters Score -3.551064e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 182342 members 
Entering Unmasked Estep 
Score: -35510640.000000 Penalty: 14988.583008
	Iteration 46Q: 3 clusters Score -3.551064e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 182542 members 
Entering Unmasked Estep 
Score: -35510684.000000 Penalty: 14988.583008
	Iteration 47Q: 3 clusters Score -3.551068e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 182752 members 
Entering Unmasked Estep 
Score: -35510680.000000 Penalty: 14988.583008
	Iteration 48Q: 3 clusters Score -3.551068e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23036 members 
Mstep: Class 2 contains 182953 members 
Entering Unmasked Estep 
Score: -35510752.000000 Penalty: 14988.583008
	Iteration 49Q: 3 clusters Score -3.551075e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 183122 members 
Entering Unmasked Estep 
Score: -35510708.000000 Penalty: 14988.583008
	Iteration 50Q: 3 clusters Score -3.551071e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 183271 members 
Entering Unmasked Estep 
Score: -35510644.000000 Penalty: 14988.583008
	Iteration 51Q: 3 clusters Score -3.551064e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 183405 members 
Entering Unmasked Estep 
Score: -35510716.000000 Penalty: 14988.583008
	Iteration 52Q: 3 clusters Score -3.551072e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 183519 members 
Entering Unmasked Estep 
Score: -35510720.000000 Penalty: 14988.583008
	Iteration 53Q: 3 clusters Score -3.551072e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 183620 members 
Entering Unmasked Estep 
Score: -35510744.000000 Penalty: 14988.583008
	Iteration 54Q: 3 clusters Score -3.551074e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 183725 members 
Entering Unmasked Estep 
Score: -35510752.000000 Penalty: 14988.583008
	Iteration 55Q: 3 clusters Score -3.551075e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 183822 members 
Entering Unmasked Estep 
Score: -35510720.000000 Penalty: 14988.583008
	Iteration 56Q: 3 clusters Score -3.551072e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 183911 members 
Entering Unmasked Estep 
Score: -35510724.000000 Penalty: 14988.583008
	Iteration 57Q: 3 clusters Score -3.551072e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 184000 members 
Entering Unmasked Estep 
Score: -35510680.000000 Penalty: 14988.583008
	Iteration 58Q: 3 clusters Score -3.551068e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 184096 members 
Entering Unmasked Estep 
Score: -35510708.000000 Penalty: 14988.583008
	Iteration 59Q: 3 clusters Score -3.551071e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 184169 members 
Entering Unmasked Estep 
Score: -35510744.000000 Penalty: 14988.583008
	Iteration 60F: 3 clusters Score -3.551074e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 184225 members 
Entering Unmasked Estep 
Score: -35510756.000000 Penalty: 14988.583008
	Iteration 61Q: 3 clusters Score -3.551076e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 184273 members 
Entering Unmasked Estep 
Score: -35510720.000000 Penalty: 14988.583008
	Iteration 62Q: 3 clusters Score -3.551072e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 184322 members 
Entering Unmasked Estep 
Score: -35510712.000000 Penalty: 14988.583008
	Iteration 63Q: 3 clusters Score -3.551071e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 184373 members 
Entering Unmasked Estep 
Score: -35510712.000000 Penalty: 14988.583008
	Iteration 64Q: 3 clusters Score -3.551071e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 184423 members 
Entering Unmasked Estep 
Score: -35510744.000000 Penalty: 14988.583008
	Iteration 65Q: 3 clusters Score -3.551074e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 184471 members 
Entering Unmasked Estep 
Score: -35510740.000000 Penalty: 14988.583008
	Iteration 66Q: 3 clusters Score -3.551074e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 184514 members 
Entering Unmasked Estep 
Score: -35510724.000000 Penalty: 14988.583008
	Iteration 67Q: 3 clusters Score -3.551072e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 184546 members 
Entering Unmasked Estep 
Score: -35510728.000000 Penalty: 14988.583008
	Iteration 68Q: 3 clusters Score -3.551073e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 184573 members 
Entering Unmasked Estep 
Score: -35510716.000000 Penalty: 14988.583008
	Iteration 69Q: 3 clusters Score -3.551072e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 184598 members 
Entering Unmasked Estep 
Score: -35510688.000000 Penalty: 14988.583008
	Iteration 70Q: 3 clusters Score -3.551069e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 184618 members 
Entering Unmasked Estep 
Score: -35510692.000000 Penalty: 14988.583008
	Iteration 71Q: 3 clusters Score -3.551069e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 184635 members 
Entering Unmasked Estep 
Score: -35510716.000000 Penalty: 14988.583008
	Iteration 72Q: 3 clusters Score -3.551072e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 184649 members 
Entering Unmasked Estep 
Score: -35510704.000000 Penalty: 14988.583008
	Iteration 73Q: 3 clusters Score -3.55107e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 184669 members 
Entering Unmasked Estep 
Score: -35510692.000000 Penalty: 14988.583008
	Iteration 74Q: 3 clusters Score -3.551069e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 184681 members 
Entering Unmasked Estep 
Score: -35510668.000000 Penalty: 14988.583008
	Iteration 75Q: 3 clusters Score -3.551067e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 184694 members 
Entering Unmasked Estep 
Score: -35510680.000000 Penalty: 14988.583008
	Iteration 76Q: 3 clusters Score -3.551068e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 184706 members 
Entering Unmasked Estep 
Score: -35510716.000000 Penalty: 14988.583008
	Iteration 77Q: 3 clusters Score -3.551072e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 184716 members 
Entering Unmasked Estep 
Score: -35510696.000000 Penalty: 14988.583008
	Iteration 78Q: 3 clusters Score -3.55107e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 184726 members 
Entering Unmasked Estep 
Score: -35510712.000000 Penalty: 14988.583008
	Iteration 79Q: 3 clusters Score -3.551071e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 184736 members 
Entering Unmasked Estep 
Score: -35510688.000000 Penalty: 14988.583008
	Iteration 80F: 3 clusters Score -3.551069e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 184748 members 
Entering Unmasked Estep 
Score: -35510696.000000 Penalty: 14988.583008
	Iteration 81Q: 3 clusters Score -3.55107e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 184755 members 
Entering Unmasked Estep 
Score: -35510700.000000 Penalty: 14988.583008
	Iteration 82Q: 3 clusters Score -3.55107e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 184765 members 
Entering Unmasked Estep 
Score: -35510716.000000 Penalty: 14988.583008
	Iteration 83Q: 3 clusters Score -3.551072e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 184779 members 
Entering Unmasked Estep 
Score: -35510704.000000 Penalty: 14988.583008
	Iteration 84Q: 3 clusters Score -3.55107e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 184787 members 
Entering Unmasked Estep 
Score: -35510700.000000 Penalty: 14988.583008
	Iteration 85Q: 3 clusters Score -3.55107e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 184796 members 
Entering Unmasked Estep 
Score: -35510704.000000 Penalty: 14988.583008
	Iteration 86Q: 3 clusters Score -3.55107e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 184803 members 
Entering Unmasked Estep 
Score: -35510708.000000 Penalty: 14988.583008
	Iteration 87Q: 3 clusters Score -3.551071e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 184814 members 
Entering Unmasked Estep 
Score: -35510728.000000 Penalty: 14988.583008
	Iteration 88Q: 3 clusters Score -3.551073e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 184828 members 
Entering Unmasked Estep 
Score: -35510720.000000 Penalty: 14988.583008
	Iteration 89Q: 3 clusters Score -3.551072e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 184841 members 
Entering Unmasked Estep 
Score: -35510692.000000 Penalty: 14988.583008
	Iteration 90Q: 3 clusters Score -3.551069e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 184858 members 
Entering Unmasked Estep 
Score: -35510720.000000 Penalty: 14988.583008
	Iteration 91Q: 3 clusters Score -3.551072e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 184867 members 
Entering Unmasked Estep 
Score: -35510680.000000 Penalty: 14988.583008
	Iteration 92Q: 3 clusters Score -3.551068e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 184877 members 
Entering Unmasked Estep 
Score: -35510700.000000 Penalty: 14988.583008
	Iteration 93Q: 3 clusters Score -3.55107e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 184885 members 
Entering Unmasked Estep 
Score: -35510688.000000 Penalty: 14988.583008
	Iteration 94Q: 3 clusters Score -3.551069e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 184890 members 
Entering Unmasked Estep 
Score: -35510688.000000 Penalty: 14988.583008
	Iteration 95Q: 3 clusters Score -3.551069e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 184896 members 
Entering Unmasked Estep 
Score: -35510684.000000 Penalty: 14988.583008
	Iteration 96Q: 3 clusters Score -3.551068e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 184903 members 
Entering Unmasked Estep 
Score: -35510712.000000 Penalty: 14988.583008
	Iteration 97Q: 3 clusters Score -3.551071e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 184910 members 
Entering Unmasked Estep 
Score: -35510716.000000 Penalty: 14988.583008
	Iteration 98Q: 3 clusters Score -3.551072e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 184916 members 
Entering Unmasked Estep 
Score: -35510700.000000 Penalty: 14988.583008
	Iteration 99Q: 3 clusters Score -3.55107e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 184923 members 
Entering Unmasked Estep 
Score: -35510696.000000 Penalty: 14988.583008
	Iteration 100F: 3 clusters Score -3.55107e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 184927 members 
Entering Unmasked Estep 
Score: -35510676.000000 Penalty: 14988.583008
	Iteration 101Q: 3 clusters Score -3.551068e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 184933 members 
Entering Unmasked Estep 
Score: -35510676.000000 Penalty: 14988.583008
	Iteration 102Q: 3 clusters Score -3.551068e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 184936 members 
Entering Unmasked Estep 
Score: -35510700.000000 Penalty: 14988.583008
	Iteration 103Q: 3 clusters Score -3.55107e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 184937 members 
Entering Unmasked Estep 
Score: -35510712.000000 Penalty: 14988.583008
	Iteration 104Q: 3 clusters Score -3.551071e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 184938 members 
Entering Unmasked Estep 
Score: -35510700.000000 Penalty: 14988.583008
	Iteration 105Q: 3 clusters Score -3.55107e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 184939 members 
Entering Unmasked Estep 
Score: -35510684.000000 Penalty: 14988.583008
	Iteration 106Q: 3 clusters Score -3.551068e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 184939 members 
Entering Unmasked Estep 
Score: -35510684.000000 Penalty: 14988.583008
	Iteration 107F: 3 clusters Score -3.551068e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (92666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92666 members 
Entering Unmasked Estep 
Score: -15630597.000000 Penalty: 7005.013672
	Iteration 0F: 2 clusters Score -1.56306e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46308 members 
Mstep: Class 2 contains 46358 members 
Entering Unmasked Estep 
Score: -15567351.000000 Penalty: 14010.027344
	Iteration 0F: 3 clusters Score -1.556735e+07 nChanged 42119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45737 members 
Mstep: Class 2 contains 46929 members 
Entering Unmasked Estep 
Score: -15590278.000000 Penalty: 14010.027344
	Iteration 1F: 3 clusters Score -1.559028e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45412 members 
Mstep: Class 2 contains 47254 members 
Entering Unmasked Estep 
Score: -15591254.000000 Penalty: 14010.027344
	Iteration 2Q: 3 clusters Score -1.559125e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45032 members 
Mstep: Class 2 contains 47634 members 
Entering Unmasked Estep 
Score: -15592047.000000 Penalty: 14010.027344
	Iteration 3Q: 3 clusters Score -1.559205e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44433 members 
Mstep: Class 2 contains 48233 members 
Entering Unmasked Estep 
Score: -15592823.000000 Penalty: 14010.027344
	Iteration 4Q: 3 clusters Score -1.559282e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43675 members 
Mstep: Class 2 contains 48991 members 
Entering Unmasked Estep 
Score: -15593459.000000 Penalty: 14010.027344
	Iteration 5Q: 3 clusters Score -1.559346e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42615 members 
Mstep: Class 2 contains 50051 members 
Entering Unmasked Estep 
Score: -15594134.000000 Penalty: 14010.027344
	Iteration 6Q: 3 clusters Score -1.559413e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41177 members 
Mstep: Class 2 contains 51489 members 
Entering Unmasked Estep 
Score: -15594787.000000 Penalty: 14010.027344
	Iteration 7Q: 3 clusters Score -1.559479e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39243 members 
Mstep: Class 2 contains 53423 members 
Entering Unmasked Estep 
Score: -15595656.000000 Penalty: 14010.027344
	Iteration 8Q: 3 clusters Score -1.559566e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36690 members 
Mstep: Class 2 contains 55976 members 
Entering Unmasked Estep 
Score: -15596856.000000 Penalty: 14010.027344
	Iteration 9Q: 3 clusters Score -1.559686e+07 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33316 members 
Mstep: Class 2 contains 59350 members 
Entering Unmasked Estep 
Score: -15598713.000000 Penalty: 14010.027344
	Iteration 10Q: 3 clusters Score -1.559871e+07 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28987 members 
Mstep: Class 2 contains 63679 members 
Entering Unmasked Estep 
Score: -15601330.000000 Penalty: 14010.027344
	Iteration 11F: 3 clusters Score -1.560133e+07 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 68725 members 
Entering Unmasked Estep 
Score: -15604738.000000 Penalty: 14010.027344
	Iteration 12F: 3 clusters Score -1.560474e+07 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 74113 members 
Entering Unmasked Estep 
Score: -15608756.000000 Penalty: 14010.027344
	Iteration 13F: 3 clusters Score -1.560876e+07 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 79071 members 
Entering Unmasked Estep 
Score: -15612455.000000 Penalty: 14010.027344
	Iteration 14F: 3 clusters Score -1.561246e+07 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 83197 members 
Entering Unmasked Estep 
Score: -15616029.000000 Penalty: 14010.027344
	Iteration 15Q: 3 clusters Score -1.561603e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 86363 members 
Entering Unmasked Estep 
Score: -15619167.000000 Penalty: 14010.027344
	Iteration 16Q: 3 clusters Score -1.561917e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 88437 members 
Entering Unmasked Estep 
Score: -15621425.000000 Penalty: 14010.027344
	Iteration 17Q: 3 clusters Score -1.562142e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 89626 members 
Entering Unmasked Estep 
Score: -15622658.000000 Penalty: 14010.027344
	Iteration 18Q: 3 clusters Score -1.562266e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 90287 members 
Entering Unmasked Estep 
Score: -15623298.000000 Penalty: 14010.027344
	Iteration 19Q: 3 clusters Score -1.56233e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 90708 members 
Entering Unmasked Estep 
Score: -15623668.000000 Penalty: 14010.027344
	Iteration 20F: 3 clusters Score -1.562367e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 90991 members 
Entering Unmasked Estep 
Score: -15623946.000000 Penalty: 14010.027344
	Iteration 21Q: 3 clusters Score -1.562395e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 91170 members 
Entering Unmasked Estep 
Score: -15624086.000000 Penalty: 14010.027344
	Iteration 22Q: 3 clusters Score -1.562409e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 91301 members 
Entering Unmasked Estep 
Score: -15624203.000000 Penalty: 14010.027344
	Iteration 23Q: 3 clusters Score -1.56242e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 91371 members 
Entering Unmasked Estep 
Score: -15624242.000000 Penalty: 14010.027344
	Iteration 24Q: 3 clusters Score -1.562424e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 91413 members 
Entering Unmasked Estep 
Score: -15624293.000000 Penalty: 14010.027344
	Iteration 25Q: 3 clusters Score -1.562429e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 91443 members 
Entering Unmasked Estep 
Score: -15624317.000000 Penalty: 14010.027344
	Iteration 26Q: 3 clusters Score -1.562432e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 91477 members 
Entering Unmasked Estep 
Score: -15624347.000000 Penalty: 14010.027344
	Iteration 27Q: 3 clusters Score -1.562435e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 91512 members 
Entering Unmasked Estep 
Score: -15624406.000000 Penalty: 14010.027344
	Iteration 28Q: 3 clusters Score -1.562441e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 91544 members 
Entering Unmasked Estep 
Score: -15624409.000000 Penalty: 14010.027344
	Iteration 29Q: 3 clusters Score -1.562441e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 91579 members 
Entering Unmasked Estep 
Score: -15624456.000000 Penalty: 14010.027344
	Iteration 30Q: 3 clusters Score -1.562446e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 91604 members 
Entering Unmasked Estep 
Score: -15624471.000000 Penalty: 14010.027344
	Iteration 31Q: 3 clusters Score -1.562447e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 91619 members 
Entering Unmasked Estep 
Score: -15624465.000000 Penalty: 14010.027344
	Iteration 32Q: 3 clusters Score -1.562446e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 91628 members 
Entering Unmasked Estep 
Score: -15624478.000000 Penalty: 14010.027344
	Iteration 33Q: 3 clusters Score -1.562448e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 91638 members 
Entering Unmasked Estep 
Score: -15624494.000000 Penalty: 14010.027344
	Iteration 34Q: 3 clusters Score -1.562449e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 91648 members 
Entering Unmasked Estep 
Score: -15624507.000000 Penalty: 14010.027344
	Iteration 35Q: 3 clusters Score -1.562451e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 91652 members 
Entering Unmasked Estep 
Score: -15624525.000000 Penalty: 14010.027344
	Iteration 36Q: 3 clusters Score -1.562452e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 91656 members 
Entering Unmasked Estep 
Score: -15624513.000000 Penalty: 14010.027344
	Iteration 37Q: 3 clusters Score -1.562451e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 91659 members 
Entering Unmasked Estep 
Score: -15624522.000000 Penalty: 14010.027344
	Iteration 38Q: 3 clusters Score -1.562452e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 91665 members 
Entering Unmasked Estep 
Score: -15624544.000000 Penalty: 14010.027344
	Iteration 39Q: 3 clusters Score -1.562454e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 91670 members 
Entering Unmasked Estep 
Score: -15624550.000000 Penalty: 14010.027344
	Iteration 40F: 3 clusters Score -1.562455e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 91673 members 
Entering Unmasked Estep 
Score: -15624542.000000 Penalty: 14010.027344
	Iteration 41Q: 3 clusters Score -1.562454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 91673 members 
Entering Unmasked Estep 
Score: -15624534.000000 Penalty: 14010.027344
	Iteration 42Q: 3 clusters Score -1.562453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 91672 members 
Entering Unmasked Estep 
Score: -15624539.000000 Penalty: 14010.027344
	Iteration 43Q: 3 clusters Score -1.562454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 91674 members 
Entering Unmasked Estep 
Score: -15624547.000000 Penalty: 14010.027344
	Iteration 44Q: 3 clusters Score -1.562455e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 91673 members 
Entering Unmasked Estep 
Score: -15624545.000000 Penalty: 14010.027344
	Iteration 45Q: 3 clusters Score -1.562454e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 91673 members 
Entering Unmasked Estep 
Score: -15624545.000000 Penalty: 14010.027344
	Iteration 46F: 3 clusters Score -1.562454e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Entering Unmasked Estep 
Score: -363016.562500 Penalty: 4744.344238
	Iteration 0F: 2 clusters Score -363016.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -357817.218750 Penalty: 9488.688477
	Iteration 0F: 3 clusters Score -357817.2 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -358536.906250 Penalty: 9488.688477
	Iteration 1F: 3 clusters Score -358536.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -358864.906250 Penalty: 9488.688477
	Iteration 2F: 3 clusters Score -358864.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -359272.312500 Penalty: 9488.688477
	Iteration 3F: 3 clusters Score -359272.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -359977.687500 Penalty: 9488.688477
	Iteration 4F: 3 clusters Score -359977.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -361126.000000 Penalty: 9488.688477
	Iteration 5F: 3 clusters Score -361126 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -362829.156250 Penalty: 9488.688477
	Iteration 6F: 3 clusters Score -362829.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -363734.281250 Penalty: 9488.688477
	Iteration 7F: 3 clusters Score -363734.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -364022.937500 Penalty: 9488.688477
	Iteration 8Q: 3 clusters Score -364022.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -364188.031250 Penalty: 9488.688477
	Iteration 9Q: 3 clusters Score -364188 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -364305.125000 Penalty: 9488.688477
	Iteration 10Q: 3 clusters Score -364305.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -364349.687500 Penalty: 9488.688477
	Iteration 11Q: 3 clusters Score -364349.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -364401.093750 Penalty: 9488.688477
	Iteration 12Q: 3 clusters Score -364401.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -364466.031250 Penalty: 9488.688477
	Iteration 13Q: 3 clusters Score -364466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -364579.875000 Penalty: 9488.688477
	Iteration 14Q: 3 clusters Score -364579.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -364635.062500 Penalty: 9488.688477
	Iteration 15Q: 3 clusters Score -364635.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -364672.156250 Penalty: 9488.688477
	Iteration 16Q: 3 clusters Score -364672.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -364761.468750 Penalty: 9488.688477
	Iteration 17Q: 3 clusters Score -364761.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -364867.687500 Penalty: 9488.688477
	Iteration 18Q: 3 clusters Score -364867.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -364998.718750 Penalty: 9488.688477
	Iteration 19Q: 3 clusters Score -364998.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -365049.375000 Penalty: 9488.688477
	Iteration 20F: 3 clusters Score -365049.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -365065.906250 Penalty: 9488.688477
	Iteration 21Q: 3 clusters Score -365065.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -365088.531250 Penalty: 9488.688477
	Iteration 22Q: 3 clusters Score -365088.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -365139.187500 Penalty: 9488.688477
	Iteration 23Q: 3 clusters Score -365139.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -365171.843750 Penalty: 9488.688477
	Iteration 24Q: 3 clusters Score -365171.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -365189.125000 Penalty: 9488.688477
	Iteration 25Q: 3 clusters Score -365189.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -365194.281250 Penalty: 9488.688477
	Iteration 26Q: 3 clusters Score -365194.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -365194.656250 Penalty: 9488.688477
	Iteration 27F: 3 clusters Score -365194.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -365204.656250 Penalty: 9488.688477
	Iteration 28Q: 3 clusters Score -365204.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -365214.656250 Penalty: 9488.688477
	Iteration 29Q: 3 clusters Score -365214.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -365214.656250 Penalty: 9488.688477
	Iteration 30F: 3 clusters Score -365214.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 37194 members 
Mstep: Class 3 contains 543825 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 36136 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 247416 members 
Mstep: Class 8 contains 12519 members 
Mstep: Class 9 contains 45916 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 33325 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 8983 members 
Mstep: Class 14 contains 47116 members 
Mstep: Class 15 contains 1928 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 6237 members 
Mstep: Class 18 contains 205989 members 
Mstep: Class 19 contains 92666 members 
Mstep: Class 20 contains 631 members 
Mstep: Class 21 contains 2540 members 
Mstep: Class 22 contains 391 members 
Mstep: Class 23 contains 1681 members 
Entering Unmasked Estep 
Score: -233325264.000000 Penalty: 199104.828125
Splitting cluster 20 changes total score from -233327024.000000 to -233325264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (2540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Entering Unmasked Estep 
Score: -435218.437500 Penalty: 4801.950684
	Iteration 0F: 2 clusters Score -435218.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -429794.843750 Penalty: 9603.901367
	Iteration 0F: 3 clusters Score -429794.8 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -430443.875000 Penalty: 9603.901367
	Iteration 1F: 3 clusters Score -430443.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -430650.968750 Penalty: 9603.901367
	Iteration 2F: 3 clusters Score -430651 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -430743.531250 Penalty: 9603.901367
	Iteration 3Q: 3 clusters Score -430743.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -430799.187500 Penalty: 9603.901367
	Iteration 4Q: 3 clusters Score -430799.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -430839.000000 Penalty: 9603.901367
	Iteration 5Q: 3 clusters Score -430839 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -430876.031250 Penalty: 9603.901367
	Iteration 6Q: 3 clusters Score -430876 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -430896.312500 Penalty: 9603.901367
	Iteration 7Q: 3 clusters Score -430896.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -430907.062500 Penalty: 9603.901367
	Iteration 8Q: 3 clusters Score -430907.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -430918.875000 Penalty: 9603.901367
	Iteration 9Q: 3 clusters Score -430918.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -430925.875000 Penalty: 9603.901367
	Iteration 10Q: 3 clusters Score -430925.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -430937.468750 Penalty: 9603.901367
	Iteration 11Q: 3 clusters Score -430937.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -430943.000000 Penalty: 9603.901367
	Iteration 12Q: 3 clusters Score -430943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -430947.343750 Penalty: 9603.901367
	Iteration 13Q: 3 clusters Score -430947.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -430950.406250 Penalty: 9603.901367
	Iteration 14Q: 3 clusters Score -430950.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -430952.843750 Penalty: 9603.901367
	Iteration 15Q: 3 clusters Score -430952.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -430955.343750 Penalty: 9603.901367
	Iteration 16Q: 3 clusters Score -430955.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -430958.156250 Penalty: 9603.901367
	Iteration 17Q: 3 clusters Score -430958.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -430963.343750 Penalty: 9603.901367
	Iteration 18Q: 3 clusters Score -430963.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -430965.468750 Penalty: 9603.901367
	Iteration 19Q: 3 clusters Score -430965.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -430965.468750 Penalty: 9603.901367
	Iteration 20F: 3 clusters Score -430965.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Entering Unmasked Estep 
Score: -55187.828125 Penalty: 3655.833496
	Iteration 0F: 2 clusters Score -55187.83 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 195 members 
Entering Unmasked Estep 
Score: -52119.308594 Penalty: 7311.666992
	Iteration 0F: 3 clusters Score -52119.31 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -52210.515625 Penalty: 7311.666992
	Iteration 1Q: 3 clusters Score -52210.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -52243.781250 Penalty: 7311.666992
	Iteration 2Q: 3 clusters Score -52243.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -52259.539062 Penalty: 7311.666992
	Iteration 3Q: 3 clusters Score -52259.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -52271.742188 Penalty: 7311.666992
	Iteration 4Q: 3 clusters Score -52271.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -52282.472656 Penalty: 7311.666992
	Iteration 5Q: 3 clusters Score -52282.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -52304.554688 Penalty: 7311.666992
	Iteration 6Q: 3 clusters Score -52304.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -52312.738281 Penalty: 7311.666992
	Iteration 7Q: 3 clusters Score -52312.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -52319.464844 Penalty: 7311.666992
	Iteration 8Q: 3 clusters Score -52319.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -52332.335938 Penalty: 7311.666992
	Iteration 9Q: 3 clusters Score -52332.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -52332.335938 Penalty: 7311.666992
	Iteration 10F: 3 clusters Score -52332.34 nChanged 0
--- Evaluating fit on full set of 4122835 points ---
Entering Unmasked Estep 
Score: -706644608.000000 Penalty: 205251.906250
20->23 Clusters: Score -706644608.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 1374278 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68679 members 
Mstep: Class 2 contains 68817 members 
Mstep: Class 3 contains 68154 members 
Mstep: Class 4 contains 68900 members 
Mstep: Class 5 contains 68627 members 
Mstep: Class 6 contains 68132 members 
Mstep: Class 7 contains 69381 members 
Mstep: Class 8 contains 69190 members 
Mstep: Class 9 contains 68736 members 
Mstep: Class 10 contains 68731 members 
Mstep: Class 11 contains 68410 members 
Mstep: Class 12 contains 68910 members 
Mstep: Class 13 contains 68877 members 
Mstep: Class 14 contains 69184 members 
Mstep: Class 15 contains 68658 members 
Mstep: Class 16 contains 68472 members 
Mstep: Class 17 contains 68344 members 
Mstep: Class 18 contains 69096 members 
Mstep: Class 19 contains 68376 members 
Mstep: Class 20 contains 68604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 935.002319 but Gain 8656.734375
Score: -223641136.000000 Penalty: 164477.890625
Iteration 0F: 20 clusters Score -2.236411e+08 nChanged 1294578
Entering Unmasked Mstep 
Mstep: Class 0 contains 3601 members 
Mstep: Class 1 contains 24829 members 
Mstep: Class 2 contains 122325 members 
Mstep: Class 3 contains 23450 members 
Mstep: Class 4 contains 7037 members 
Mstep: Class 5 contains 46628 members 
Mstep: Class 6 contains 40592 members 
Mstep: Class 7 contains 250034 members 
Mstep: Class 8 contains 21619 members 
Mstep: Class 10 contains 47934 members 
Mstep: Class 11 contains 103572 members 
Mstep: Class 12 contains 19788 members 
Mstep: Class 13 contains 34971 members 
Mstep: Class 14 contains 96470 members 
Mstep: Class 15 contains 22176 members 
Mstep: Class 16 contains 96091 members 
Mstep: Class 17 contains 41294 members 
Mstep: Class 18 contains 22513 members 
Mstep: Class 19 contains 20993 members 
Mstep: Class 20 contains 328361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -230775008.000000 Penalty: 164477.890625
Iteration 1F: 20 clusters Score -2.30775e+08 nChanged 447200
Entering Unmasked Mstep 
Mstep: Class 0 contains 1150 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 92659 members 
Mstep: Class 3 contains 17429 members 
Mstep: Class 4 contains 3351 members 
Mstep: Class 5 contains 32989 members 
Mstep: Class 6 contains 38518 members 
Mstep: Class 7 contains 315223 members 
Mstep: Class 8 contains 22801 members 
Mstep: Class 10 contains 39571 members 
Mstep: Class 11 contains 102077 members 
Mstep: Class 12 contains 28056 members 
Mstep: Class 13 contains 6586 members 
Mstep: Class 14 contains 60767 members 
Mstep: Class 15 contains 23921 members 
Mstep: Class 16 contains 113215 members 
Mstep: Class 17 contains 32344 members 
Mstep: Class 18 contains 4461 members 
Mstep: Class 19 contains 12366 members 
Mstep: Class 20 contains 410945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 3853.715332 but Gain 8656.718750
Score: -232063920.000000 Penalty: 155821.171875
Iteration 2F: 19 clusters Score -2.320639e+08 nChanged 336916
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 66214 members 
Mstep: Class 3 contains 14949 members 
Mstep: Class 4 contains 4099 members 
Mstep: Class 5 contains 23955 members 
Mstep: Class 6 contains 30144 members 
Mstep: Class 7 contains 378916 members 
Mstep: Class 8 contains 20443 members 
Mstep: Class 10 contains 23940 members 
Mstep: Class 11 contains 83671 members 
Mstep: Class 12 contains 48049 members 
Mstep: Class 13 contains 2499 members 
Mstep: Class 14 contains 39178 members 
Mstep: Class 15 contains 29158 members 
Mstep: Class 16 contains 111593 members 
Mstep: Class 17 contains 19659 members 
Mstep: Class 19 contains 6803 members 
Mstep: Class 20 contains 453966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 4173.771973 but Gain 8656.734375
Score: -232522032.000000 Penalty: 147164.437500
Iteration 3F: 18 clusters Score -2.32522e+08 nChanged 240947
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 57141 members 
Mstep: Class 3 contains 14832 members 
Mstep: Class 4 contains 4060 members 
Mstep: Class 5 contains 21214 members 
Mstep: Class 6 contains 23949 members 
Mstep: Class 7 contains 432200 members 
Mstep: Class 8 contains 16910 members 
Mstep: Class 10 contains 13020 members 
Mstep: Class 11 contains 69519 members 
Mstep: Class 12 contains 61356 members 
Mstep: Class 13 contains 1946 members 
Mstep: Class 14 contains 33861 members 
Mstep: Class 15 contains 33890 members 
Mstep: Class 16 contains 104586 members 
Mstep: Class 17 contains 10357 members 
Mstep: Class 20 contains 460664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 5604.103027 but Gain 8656.734375
Score: -232797552.000000 Penalty: 138507.703125
Iteration 4F: 17 clusters Score -2.327976e+08 nChanged 178414
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 56374 members 
Mstep: Class 3 contains 15246 members 
Mstep: Class 4 contains 4070 members 
Mstep: Class 5 contains 21123 members 
Mstep: Class 6 contains 20620 members 
Mstep: Class 7 contains 466463 members 
Mstep: Class 8 contains 11536 members 
Mstep: Class 10 contains 7313 members 
Mstep: Class 11 contains 62561 members 
Mstep: Class 12 contains 67220 members 
Mstep: Class 13 contains 1972 members 
Mstep: Class 14 contains 34302 members 
Mstep: Class 15 contains 36240 members 
Mstep: Class 16 contains 101303 members 
Mstep: Class 20 contains 456816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 5662.449219 but Gain 8656.734375
Score: -232951984.000000 Penalty: 129850.968750
Iteration 5F: 16 clusters Score -2.32952e+08 nChanged 140085
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 58281 members 
Mstep: Class 3 contains 15136 members 
Mstep: Class 4 contains 4060 members 
Mstep: Class 5 contains 21721 members 
Mstep: Class 6 contains 19589 members 
Mstep: Class 7 contains 479235 members 
Mstep: Class 8 contains 7043 members 
Mstep: Class 11 contains 59944 members 
Mstep: Class 12 contains 69177 members 
Mstep: Class 13 contains 2133 members 
Mstep: Class 14 contains 35866 members 
Mstep: Class 15 contains 37263 members 
Mstep: Class 16 contains 100470 members 
Mstep: Class 20 contains 455901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233049104.000000 Penalty: 129850.968750
Iteration 6F: 16 clusters Score -2.330491e+08 nChanged 111994
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 58930 members 
Mstep: Class 3 contains 16081 members 
Mstep: Class 4 contains 4008 members 
Mstep: Class 5 contains 21854 members 
Mstep: Class 6 contains 20756 members 
Mstep: Class 7 contains 475297 members 
Mstep: Class 8 contains 4699 members 
Mstep: Class 11 contains 59781 members 
Mstep: Class 12 contains 67813 members 
Mstep: Class 13 contains 2475 members 
Mstep: Class 14 contains 36892 members 
Mstep: Class 15 contains 37423 members 
Mstep: Class 16 contains 100097 members 
Mstep: Class 20 contains 461399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233111504.000000 Penalty: 129850.968750
Iteration 7F: 16 clusters Score -2.331115e+08 nChanged 95191
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 58637 members 
Mstep: Class 3 contains 18187 members 
Mstep: Class 4 contains 3930 members 
Mstep: Class 5 contains 21513 members 
Mstep: Class 6 contains 23244 members 
Mstep: Class 7 contains 462077 members 
Mstep: Class 8 contains 3634 members 
Mstep: Class 11 contains 61476 members 
Mstep: Class 12 contains 65726 members 
Mstep: Class 13 contains 2734 members 
Mstep: Class 14 contains 37489 members 
Mstep: Class 15 contains 37499 members 
Mstep: Class 16 contains 99706 members 
Mstep: Class 20 contains 472691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233160976.000000 Penalty: 129850.968750
Iteration 8F: 16 clusters Score -2.33161e+08 nChanged 81617
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 57722 members 
Mstep: Class 3 contains 20369 members 
Mstep: Class 4 contains 3882 members 
Mstep: Class 5 contains 21243 members 
Mstep: Class 6 contains 25980 members 
Mstep: Class 7 contains 446912 members 
Mstep: Class 8 contains 3169 members 
Mstep: Class 11 contains 63952 members 
Mstep: Class 12 contains 63781 members 
Mstep: Class 13 contains 2840 members 
Mstep: Class 14 contains 37837 members 
Mstep: Class 15 contains 37806 members 
Mstep: Class 16 contains 98958 members 
Mstep: Class 20 contains 484773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233196976.000000 Penalty: 129850.968750
Iteration 9F: 16 clusters Score -2.33197e+08 nChanged 69012
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 56727 members 
Mstep: Class 3 contains 22311 members 
Mstep: Class 4 contains 3847 members 
Mstep: Class 5 contains 21058 members 
Mstep: Class 6 contains 28595 members 
Mstep: Class 7 contains 433785 members 
Mstep: Class 8 contains 2956 members 
Mstep: Class 11 contains 66617 members 
Mstep: Class 12 contains 62215 members 
Mstep: Class 13 contains 2875 members 
Mstep: Class 14 contains 37924 members 
Mstep: Class 15 contains 38154 members 
Mstep: Class 16 contains 97995 members 
Mstep: Class 20 contains 494622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233221008.000000 Penalty: 129850.968750
Iteration 10F: 16 clusters Score -2.33221e+08 nChanged 57443
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 56299 members 
Mstep: Class 3 contains 23985 members 
Mstep: Class 4 contains 3842 members 
Mstep: Class 5 contains 20937 members 
Mstep: Class 6 contains 30967 members 
Mstep: Class 7 contains 424652 members 
Mstep: Class 8 contains 2755 members 
Mstep: Class 11 contains 69200 members 
Mstep: Class 12 contains 61089 members 
Mstep: Class 13 contains 2892 members 
Mstep: Class 14 contains 37974 members 
Mstep: Class 15 contains 38424 members 
Mstep: Class 16 contains 97092 members 
Mstep: Class 20 contains 499898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233235904.000000 Penalty: 129850.968750
Iteration 11Q: 16 clusters Score -2.332359e+08 nChanged 46449
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 56637 members 
Mstep: Class 3 contains 25521 members 
Mstep: Class 4 contains 3842 members 
Mstep: Class 5 contains 20863 members 
Mstep: Class 6 contains 33164 members 
Mstep: Class 7 contains 418709 members 
Mstep: Class 8 contains 2595 members 
Mstep: Class 11 contains 71596 members 
Mstep: Class 12 contains 60026 members 
Mstep: Class 13 contains 2899 members 
Mstep: Class 14 contains 38008 members 
Mstep: Class 15 contains 38560 members 
Mstep: Class 16 contains 96352 members 
Mstep: Class 20 contains 501430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233246672.000000 Penalty: 129850.968750
Iteration 12Q: 16 clusters Score -2.332467e+08 nChanged 38203
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 57409 members 
Mstep: Class 3 contains 26958 members 
Mstep: Class 4 contains 3841 members 
Mstep: Class 5 contains 20805 members 
Mstep: Class 6 contains 35148 members 
Mstep: Class 7 contains 414039 members 
Mstep: Class 8 contains 2487 members 
Mstep: Class 11 contains 74105 members 
Mstep: Class 12 contains 58994 members 
Mstep: Class 13 contains 2895 members 
Mstep: Class 14 contains 38023 members 
Mstep: Class 15 contains 38682 members 
Mstep: Class 16 contains 95637 members 
Mstep: Class 20 contains 501313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233252816.000000 Penalty: 129850.968750
Iteration 13Q: 16 clusters Score -2.332528e+08 nChanged 31815
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 58469 members 
Mstep: Class 3 contains 28236 members 
Mstep: Class 4 contains 3841 members 
Mstep: Class 5 contains 20763 members 
Mstep: Class 6 contains 36963 members 
Mstep: Class 7 contains 409808 members 
Mstep: Class 8 contains 2408 members 
Mstep: Class 11 contains 76721 members 
Mstep: Class 12 contains 57874 members 
Mstep: Class 13 contains 2894 members 
Mstep: Class 14 contains 38055 members 
Mstep: Class 15 contains 38605 members 
Mstep: Class 16 contains 95008 members 
Mstep: Class 20 contains 500761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233255968.000000 Penalty: 129850.968750
Iteration 14Q: 16 clusters Score -2.33256e+08 nChanged 27508
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 59765 members 
Mstep: Class 3 contains 29318 members 
Mstep: Class 4 contains 3841 members 
Mstep: Class 5 contains 20721 members 
Mstep: Class 6 contains 38670 members 
Mstep: Class 7 contains 405963 members 
Mstep: Class 8 contains 2353 members 
Mstep: Class 11 contains 79340 members 
Mstep: Class 12 contains 56577 members 
Mstep: Class 13 contains 2880 members 
Mstep: Class 14 contains 38057 members 
Mstep: Class 15 contains 38508 members 
Mstep: Class 16 contains 94391 members 
Mstep: Class 20 contains 500063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233262352.000000 Penalty: 129850.968750
Iteration 15Q: 16 clusters Score -2.332624e+08 nChanged 24343
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 61039 members 
Mstep: Class 3 contains 30281 members 
Mstep: Class 4 contains 3841 members 
Mstep: Class 5 contains 20693 members 
Mstep: Class 6 contains 40244 members 
Mstep: Class 7 contains 402255 members 
Mstep: Class 8 contains 2320 members 
Mstep: Class 11 contains 81936 members 
Mstep: Class 12 contains 55251 members 
Mstep: Class 13 contains 2873 members 
Mstep: Class 14 contains 38086 members 
Mstep: Class 15 contains 38364 members 
Mstep: Class 16 contains 93763 members 
Mstep: Class 20 contains 499530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233265856.000000 Penalty: 129850.968750
Iteration 16Q: 16 clusters Score -2.332659e+08 nChanged 22155
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 62346 members 
Mstep: Class 3 contains 31095 members 
Mstep: Class 4 contains 3840 members 
Mstep: Class 5 contains 20671 members 
Mstep: Class 6 contains 41647 members 
Mstep: Class 7 contains 398888 members 
Mstep: Class 8 contains 2355 members 
Mstep: Class 11 contains 84472 members 
Mstep: Class 12 contains 53761 members 
Mstep: Class 13 contains 2872 members 
Mstep: Class 14 contains 38118 members 
Mstep: Class 15 contains 38144 members 
Mstep: Class 16 contains 93048 members 
Mstep: Class 20 contains 499229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233268192.000000 Penalty: 129850.968750
Iteration 17Q: 16 clusters Score -2.332682e+08 nChanged 20832
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 63640 members 
Mstep: Class 3 contains 31887 members 
Mstep: Class 4 contains 3841 members 
Mstep: Class 5 contains 20652 members 
Mstep: Class 6 contains 42935 members 
Mstep: Class 7 contains 395707 members 
Mstep: Class 8 contains 2414 members 
Mstep: Class 11 contains 86924 members 
Mstep: Class 12 contains 52237 members 
Mstep: Class 13 contains 2866 members 
Mstep: Class 14 contains 38152 members 
Mstep: Class 15 contains 37884 members 
Mstep: Class 16 contains 92341 members 
Mstep: Class 20 contains 499011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233270224.000000 Penalty: 129850.968750
Iteration 18Q: 16 clusters Score -2.332702e+08 nChanged 19314
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 64829 members 
Mstep: Class 3 contains 32594 members 
Mstep: Class 4 contains 3841 members 
Mstep: Class 5 contains 20650 members 
Mstep: Class 6 contains 44040 members 
Mstep: Class 7 contains 392869 members 
Mstep: Class 8 contains 2443 members 
Mstep: Class 11 contains 89407 members 
Mstep: Class 12 contains 50808 members 
Mstep: Class 13 contains 2868 members 
Mstep: Class 14 contains 38178 members 
Mstep: Class 15 contains 37558 members 
Mstep: Class 16 contains 91552 members 
Mstep: Class 20 contains 498843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233273856.000000 Penalty: 129850.968750
Iteration 19Q: 16 clusters Score -2.332739e+08 nChanged 18157
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 65784 members 
Mstep: Class 3 contains 33274 members 
Mstep: Class 4 contains 3841 members 
Mstep: Class 5 contains 20638 members 
Mstep: Class 6 contains 44998 members 
Mstep: Class 7 contains 390180 members 
Mstep: Class 8 contains 2440 members 
Mstep: Class 11 contains 91711 members 
Mstep: Class 12 contains 49496 members 
Mstep: Class 13 contains 2872 members 
Mstep: Class 14 contains 38213 members 
Mstep: Class 15 contains 37244 members 
Mstep: Class 16 contains 90674 members 
Mstep: Class 20 contains 499095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233276320.000000 Penalty: 129850.968750
Iteration 20F: 16 clusters Score -2.332763e+08 nChanged 17145
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 66609 members 
Mstep: Class 3 contains 33936 members 
Mstep: Class 4 contains 3841 members 
Mstep: Class 5 contains 20616 members 
Mstep: Class 6 contains 45877 members 
Mstep: Class 7 contains 387615 members 
Mstep: Class 8 contains 2450 members 
Mstep: Class 11 contains 93869 members 
Mstep: Class 12 contains 48359 members 
Mstep: Class 13 contains 2875 members 
Mstep: Class 14 contains 38237 members 
Mstep: Class 15 contains 36918 members 
Mstep: Class 16 contains 89849 members 
Mstep: Class 20 contains 499392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233280720.000000 Penalty: 129850.968750
Iteration 21Q: 16 clusters Score -2.332807e+08 nChanged 16224
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 67341 members 
Mstep: Class 3 contains 34583 members 
Mstep: Class 4 contains 3841 members 
Mstep: Class 5 contains 20605 members 
Mstep: Class 6 contains 46692 members 
Mstep: Class 7 contains 385132 members 
Mstep: Class 8 contains 2449 members 
Mstep: Class 11 contains 95979 members 
Mstep: Class 12 contains 47298 members 
Mstep: Class 13 contains 2881 members 
Mstep: Class 14 contains 38259 members 
Mstep: Class 15 contains 36565 members 
Mstep: Class 16 contains 89108 members 
Mstep: Class 20 contains 499706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233282960.000000 Penalty: 129850.968750
Iteration 22Q: 16 clusters Score -2.33283e+08 nChanged 15002
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 67890 members 
Mstep: Class 3 contains 35199 members 
Mstep: Class 4 contains 3841 members 
Mstep: Class 5 contains 20601 members 
Mstep: Class 6 contains 47446 members 
Mstep: Class 7 contains 382742 members 
Mstep: Class 8 contains 2421 members 
Mstep: Class 11 contains 97930 members 
Mstep: Class 12 contains 46416 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 38285 members 
Mstep: Class 15 contains 36265 members 
Mstep: Class 16 contains 88326 members 
Mstep: Class 20 contains 500174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233284496.000000 Penalty: 129850.968750
Iteration 23Q: 16 clusters Score -2.332845e+08 nChanged 13879
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 68360 members 
Mstep: Class 3 contains 35833 members 
Mstep: Class 4 contains 3841 members 
Mstep: Class 5 contains 20588 members 
Mstep: Class 6 contains 48136 members 
Mstep: Class 7 contains 380130 members 
Mstep: Class 8 contains 2414 members 
Mstep: Class 11 contains 99880 members 
Mstep: Class 12 contains 45675 members 
Mstep: Class 13 contains 2893 members 
Mstep: Class 14 contains 38323 members 
Mstep: Class 15 contains 36002 members 
Mstep: Class 16 contains 87601 members 
Mstep: Class 20 contains 500733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233286672.000000 Penalty: 129850.968750
Iteration 24Q: 16 clusters Score -2.332867e+08 nChanged 12626
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 68730 members 
Mstep: Class 3 contains 36457 members 
Mstep: Class 4 contains 3841 members 
Mstep: Class 5 contains 20578 members 
Mstep: Class 6 contains 48660 members 
Mstep: Class 7 contains 377450 members 
Mstep: Class 8 contains 2397 members 
Mstep: Class 11 contains 101729 members 
Mstep: Class 12 contains 44993 members 
Mstep: Class 13 contains 2893 members 
Mstep: Class 14 contains 38338 members 
Mstep: Class 15 contains 35725 members 
Mstep: Class 16 contains 86983 members 
Mstep: Class 20 contains 501627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233288048.000000 Penalty: 129850.968750
Iteration 25Q: 16 clusters Score -2.33288e+08 nChanged 11580
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 69039 members 
Mstep: Class 3 contains 37103 members 
Mstep: Class 4 contains 3841 members 
Mstep: Class 5 contains 20574 members 
Mstep: Class 6 contains 49097 members 
Mstep: Class 7 contains 375039 members 
Mstep: Class 8 contains 2395 members 
Mstep: Class 11 contains 103422 members 
Mstep: Class 12 contains 44382 members 
Mstep: Class 13 contains 2880 members 
Mstep: Class 14 contains 38359 members 
Mstep: Class 15 contains 35393 members 
Mstep: Class 16 contains 86427 members 
Mstep: Class 20 contains 502448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233289600.000000 Penalty: 129850.968750
Iteration 26Q: 16 clusters Score -2.332896e+08 nChanged 10567
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 69285 members 
Mstep: Class 3 contains 37670 members 
Mstep: Class 4 contains 3841 members 
Mstep: Class 5 contains 20573 members 
Mstep: Class 6 contains 49498 members 
Mstep: Class 7 contains 372846 members 
Mstep: Class 8 contains 2382 members 
Mstep: Class 11 contains 104910 members 
Mstep: Class 12 contains 43880 members 
Mstep: Class 13 contains 2873 members 
Mstep: Class 14 contains 38403 members 
Mstep: Class 15 contains 35032 members 
Mstep: Class 16 contains 85875 members 
Mstep: Class 20 contains 503332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233290704.000000 Penalty: 129850.968750
Iteration 27Q: 16 clusters Score -2.332907e+08 nChanged 9865
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 69515 members 
Mstep: Class 3 contains 38256 members 
Mstep: Class 4 contains 3841 members 
Mstep: Class 5 contains 20562 members 
Mstep: Class 6 contains 49840 members 
Mstep: Class 7 contains 370648 members 
Mstep: Class 8 contains 2372 members 
Mstep: Class 11 contains 106317 members 
Mstep: Class 12 contains 43373 members 
Mstep: Class 13 contains 2872 members 
Mstep: Class 14 contains 38425 members 
Mstep: Class 15 contains 34668 members 
Mstep: Class 16 contains 85271 members 
Mstep: Class 20 contains 504436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233291312.000000 Penalty: 129850.968750
Iteration 28Q: 16 clusters Score -2.332913e+08 nChanged 9220
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 69700 members 
Mstep: Class 3 contains 38858 members 
Mstep: Class 4 contains 3841 members 
Mstep: Class 5 contains 20555 members 
Mstep: Class 6 contains 50101 members 
Mstep: Class 7 contains 368640 members 
Mstep: Class 8 contains 2354 members 
Mstep: Class 11 contains 107642 members 
Mstep: Class 12 contains 42881 members 
Mstep: Class 13 contains 2871 members 
Mstep: Class 14 contains 38452 members 
Mstep: Class 15 contains 34296 members 
Mstep: Class 16 contains 84697 members 
Mstep: Class 20 contains 505506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233291792.000000 Penalty: 129850.968750
Iteration 29Q: 16 clusters Score -2.332918e+08 nChanged 8420
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 69842 members 
Mstep: Class 3 contains 39471 members 
Mstep: Class 4 contains 3841 members 
Mstep: Class 5 contains 20540 members 
Mstep: Class 6 contains 50357 members 
Mstep: Class 7 contains 366738 members 
Mstep: Class 8 contains 2340 members 
Mstep: Class 11 contains 108877 members 
Mstep: Class 12 contains 42455 members 
Mstep: Class 13 contains 2870 members 
Mstep: Class 14 contains 38483 members 
Mstep: Class 15 contains 33954 members 
Mstep: Class 16 contains 84164 members 
Mstep: Class 20 contains 506462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233293616.000000 Penalty: 129850.968750
Iteration 30Q: 16 clusters Score -2.332936e+08 nChanged 7734
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 69980 members 
Mstep: Class 3 contains 40025 members 
Mstep: Class 4 contains 3841 members 
Mstep: Class 5 contains 20534 members 
Mstep: Class 6 contains 50590 members 
Mstep: Class 7 contains 365026 members 
Mstep: Class 8 contains 2327 members 
Mstep: Class 11 contains 109977 members 
Mstep: Class 12 contains 42079 members 
Mstep: Class 13 contains 2870 members 
Mstep: Class 14 contains 38517 members 
Mstep: Class 15 contains 33638 members 
Mstep: Class 16 contains 83664 members 
Mstep: Class 20 contains 507326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233294688.000000 Penalty: 129850.968750
Iteration 31Q: 16 clusters Score -2.332947e+08 nChanged 7208
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 70098 members 
Mstep: Class 3 contains 40532 members 
Mstep: Class 4 contains 3841 members 
Mstep: Class 5 contains 20530 members 
Mstep: Class 6 contains 50814 members 
Mstep: Class 7 contains 363400 members 
Mstep: Class 8 contains 2323 members 
Mstep: Class 11 contains 111037 members 
Mstep: Class 12 contains 41737 members 
Mstep: Class 13 contains 2867 members 
Mstep: Class 14 contains 38556 members 
Mstep: Class 15 contains 33366 members 
Mstep: Class 16 contains 83198 members 
Mstep: Class 20 contains 508096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233295248.000000 Penalty: 129850.968750
Iteration 32Q: 16 clusters Score -2.332952e+08 nChanged 6778
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 70242 members 
Mstep: Class 3 contains 40982 members 
Mstep: Class 4 contains 3841 members 
Mstep: Class 5 contains 20520 members 
Mstep: Class 6 contains 51042 members 
Mstep: Class 7 contains 361700 members 
Mstep: Class 8 contains 2314 members 
Mstep: Class 11 contains 112094 members 
Mstep: Class 12 contains 41366 members 
Mstep: Class 13 contains 2865 members 
Mstep: Class 14 contains 38589 members 
Mstep: Class 15 contains 33092 members 
Mstep: Class 16 contains 82763 members 
Mstep: Class 20 contains 508988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233295296.000000 Penalty: 129850.968750
Iteration 33Q: 16 clusters Score -2.332953e+08 nChanged 6293
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 70337 members 
Mstep: Class 3 contains 41397 members 
Mstep: Class 4 contains 3841 members 
Mstep: Class 5 contains 20516 members 
Mstep: Class 6 contains 51213 members 
Mstep: Class 7 contains 360054 members 
Mstep: Class 8 contains 2307 members 
Mstep: Class 11 contains 113098 members 
Mstep: Class 12 contains 41033 members 
Mstep: Class 13 contains 2866 members 
Mstep: Class 14 contains 38620 members 
Mstep: Class 15 contains 32858 members 
Mstep: Class 16 contains 82340 members 
Mstep: Class 20 contains 509921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233296368.000000 Penalty: 129850.968750
Iteration 34Q: 16 clusters Score -2.332964e+08 nChanged 5939
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 70458 members 
Mstep: Class 3 contains 41747 members 
Mstep: Class 4 contains 3841 members 
Mstep: Class 5 contains 20501 members 
Mstep: Class 6 contains 51402 members 
Mstep: Class 7 contains 358579 members 
Mstep: Class 8 contains 2301 members 
Mstep: Class 11 contains 114026 members 
Mstep: Class 12 contains 40705 members 
Mstep: Class 13 contains 2865 members 
Mstep: Class 14 contains 38641 members 
Mstep: Class 15 contains 32637 members 
Mstep: Class 16 contains 81905 members 
Mstep: Class 20 contains 510791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233296816.000000 Penalty: 129850.968750
Iteration 35Q: 16 clusters Score -2.332968e+08 nChanged 5709
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 70609 members 
Mstep: Class 3 contains 42104 members 
Mstep: Class 4 contains 3841 members 
Mstep: Class 5 contains 20498 members 
Mstep: Class 6 contains 51581 members 
Mstep: Class 7 contains 357105 members 
Mstep: Class 8 contains 2296 members 
Mstep: Class 11 contains 114923 members 
Mstep: Class 12 contains 40368 members 
Mstep: Class 13 contains 2863 members 
Mstep: Class 14 contains 38669 members 
Mstep: Class 15 contains 32476 members 
Mstep: Class 16 contains 81450 members 
Mstep: Class 20 contains 511616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233296528.000000 Penalty: 129850.968750
Iteration 36Q: 16 clusters Score -2.332965e+08 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 70761 members 
Mstep: Class 3 contains 42432 members 
Mstep: Class 4 contains 3841 members 
Mstep: Class 5 contains 20483 members 
Mstep: Class 6 contains 51718 members 
Mstep: Class 7 contains 355766 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 11 contains 115800 members 
Mstep: Class 12 contains 40011 members 
Mstep: Class 13 contains 2857 members 
Mstep: Class 14 contains 38688 members 
Mstep: Class 15 contains 32353 members 
Mstep: Class 16 contains 80982 members 
Mstep: Class 20 contains 512428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233296704.000000 Penalty: 129850.968750
Iteration 37Q: 16 clusters Score -2.332967e+08 nChanged 5233
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 70895 members 
Mstep: Class 3 contains 42753 members 
Mstep: Class 4 contains 3841 members 
Mstep: Class 5 contains 20474 members 
Mstep: Class 6 contains 51838 members 
Mstep: Class 7 contains 354494 members 
Mstep: Class 8 contains 2266 members 
Mstep: Class 11 contains 116607 members 
Mstep: Class 12 contains 39654 members 
Mstep: Class 13 contains 2856 members 
Mstep: Class 14 contains 38738 members 
Mstep: Class 15 contains 32231 members 
Mstep: Class 16 contains 80526 members 
Mstep: Class 20 contains 513229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233296848.000000 Penalty: 129850.968750
Iteration 38Q: 16 clusters Score -2.332968e+08 nChanged 5005
Entering ConstructFrom: 
Score: -233296848.000000 Penalty: 129850.968750
Entering ConstructFrom: 
Trying to split cluster 1 (3845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Entering Unmasked Estep 
Score: -592911.312500 Penalty: 5055.898926
	Iteration 0F: 2 clusters Score -592911.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -586849.500000 Penalty: 10111.797852
	Iteration 0F: 3 clusters Score -586849.5 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -588883.312500 Penalty: 10111.797852
	Iteration 1F: 3 clusters Score -588883.3 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -590971.437500 Penalty: 10111.797852
	Iteration 2F: 3 clusters Score -590971.4 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -592630.687500 Penalty: 10111.797852
	Iteration 3F: 3 clusters Score -592630.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -594291.125000 Penalty: 10111.797852
	Iteration 4F: 3 clusters Score -594291.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -595183.312500 Penalty: 10111.797852
	Iteration 5F: 3 clusters Score -595183.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -595410.875000 Penalty: 10111.797852
	Iteration 6Q: 3 clusters Score -595410.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -595477.500000 Penalty: 10111.797852
	Iteration 7Q: 3 clusters Score -595477.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -595504.875000 Penalty: 10111.797852
	Iteration 8Q: 3 clusters Score -595504.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -595518.062500 Penalty: 10111.797852
	Iteration 9Q: 3 clusters Score -595518.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -595523.000000 Penalty: 10111.797852
	Iteration 10Q: 3 clusters Score -595523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -595523.437500 Penalty: 10111.797852
	Iteration 11Q: 3 clusters Score -595523.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -595523.437500 Penalty: 10111.797852
	Iteration 12F: 3 clusters Score -595523.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 71072 members 
Mstep: Class 3 contains 43072 members 
Mstep: Class 4 contains 3841 members 
Mstep: Class 5 contains 20473 members 
Mstep: Class 6 contains 51967 members 
Mstep: Class 7 contains 353185 members 
Mstep: Class 8 contains 2256 members 
Mstep: Class 9 contains 759 members 
Mstep: Class 11 contains 117377 members 
Mstep: Class 12 contains 39284 members 
Mstep: Class 13 contains 2856 members 
Mstep: Class 14 contains 38767 members 
Mstep: Class 15 contains 32110 members 
Mstep: Class 16 contains 80029 members 
Mstep: Class 20 contains 514114 members 
Entering Unmasked Estep 
Score: -233296208.000000 Penalty: 138507.703125
Splitting cluster 1 changes total score from -233296848.000000 to -233296208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (71072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71072 members 
Entering Unmasked Estep 
Score: -12103336.000000 Penalty: 6842.512207
	Iteration 0F: 2 clusters Score -1.210334e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35238 members 
Mstep: Class 2 contains 35834 members 
Entering Unmasked Estep 
Score: -12054281.000000 Penalty: 13685.024414
	Iteration 0F: 3 clusters Score -1.205428e+07 nChanged 31997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33551 members 
Mstep: Class 2 contains 37521 members 
Entering Unmasked Estep 
Score: -12071417.000000 Penalty: 13685.024414
	Iteration 1F: 3 clusters Score -1.207142e+07 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32348 members 
Mstep: Class 2 contains 38724 members 
Entering Unmasked Estep 
Score: -12072440.000000 Penalty: 13685.024414
	Iteration 2Q: 3 clusters Score -1.207244e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30668 members 
Mstep: Class 2 contains 40404 members 
Entering Unmasked Estep 
Score: -12073429.000000 Penalty: 13685.024414
	Iteration 3Q: 3 clusters Score -1.207343e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28380 members 
Mstep: Class 2 contains 42692 members 
Entering Unmasked Estep 
Score: -12074439.000000 Penalty: 13685.024414
	Iteration 4Q: 3 clusters Score -1.207444e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 45790 members 
Entering Unmasked Estep 
Score: -12076089.000000 Penalty: 13685.024414
	Iteration 5Q: 3 clusters Score -1.207609e+07 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 49630 members 
Entering Unmasked Estep 
Score: -12078424.000000 Penalty: 13685.024414
	Iteration 6F: 3 clusters Score -1.207842e+07 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 54464 members 
Entering Unmasked Estep 
Score: -12082068.000000 Penalty: 13685.024414
	Iteration 7F: 3 clusters Score -1.208207e+07 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 59936 members 
Entering Unmasked Estep 
Score: -12086790.000000 Penalty: 13685.024414
	Iteration 8F: 3 clusters Score -1.208679e+07 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 64866 members 
Entering Unmasked Estep 
Score: -12091546.000000 Penalty: 13685.024414
	Iteration 9F: 3 clusters Score -1.209155e+07 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 68098 members 
Entering Unmasked Estep 
Score: -12094687.000000 Penalty: 13685.024414
	Iteration 10Q: 3 clusters Score -1.209469e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 69621 members 
Entering Unmasked Estep 
Score: -12096217.000000 Penalty: 13685.024414
	Iteration 11Q: 3 clusters Score -1.209622e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 70170 members 
Entering Unmasked Estep 
Score: -12096796.000000 Penalty: 13685.024414
	Iteration 12Q: 3 clusters Score -1.20968e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 70375 members 
Entering Unmasked Estep 
Score: -12097038.000000 Penalty: 13685.024414
	Iteration 13Q: 3 clusters Score -1.209704e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 70468 members 
Entering Unmasked Estep 
Score: -12097164.000000 Penalty: 13685.024414
	Iteration 14Q: 3 clusters Score -1.209716e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 70497 members 
Entering Unmasked Estep 
Score: -12097178.000000 Penalty: 13685.024414
	Iteration 15Q: 3 clusters Score -1.209718e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 70514 members 
Entering Unmasked Estep 
Score: -12097213.000000 Penalty: 13685.024414
	Iteration 16Q: 3 clusters Score -1.209721e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 70527 members 
Entering Unmasked Estep 
Score: -12097238.000000 Penalty: 13685.024414
	Iteration 17Q: 3 clusters Score -1.209724e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 70532 members 
Entering Unmasked Estep 
Score: -12097264.000000 Penalty: 13685.024414
	Iteration 18Q: 3 clusters Score -1.209726e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 70534 members 
Entering Unmasked Estep 
Score: -12097273.000000 Penalty: 13685.024414
	Iteration 19Q: 3 clusters Score -1.209727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 70535 members 
Entering Unmasked Estep 
Score: -12097271.000000 Penalty: 13685.024414
	Iteration 20F: 3 clusters Score -1.209727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 70536 members 
Entering Unmasked Estep 
Score: -12097268.000000 Penalty: 13685.024414
	Iteration 21Q: 3 clusters Score -1.209727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 70537 members 
Entering Unmasked Estep 
Score: -12097273.000000 Penalty: 13685.024414
	Iteration 22Q: 3 clusters Score -1.209727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 70536 members 
Entering Unmasked Estep 
Score: -12097271.000000 Penalty: 13685.024414
	Iteration 23Q: 3 clusters Score -1.209727e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 70536 members 
Entering Unmasked Estep 
Score: -12097271.000000 Penalty: 13685.024414
	Iteration 24F: 3 clusters Score -1.209727e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (43072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43072 members 
Entering Unmasked Estep 
Score: -7478499.500000 Penalty: 6535.759766
	Iteration 0F: 2 clusters Score -7478500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -7447406.000000 Penalty: 13071.519531
	Iteration 0F: 3 clusters Score -7447406 nChanged 18732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -7457672.000000 Penalty: 13071.519531
	Iteration 1F: 3 clusters Score -7457672 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -7459419.500000 Penalty: 13071.519531
	Iteration 2F: 3 clusters Score -7459420 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -7461727.000000 Penalty: 13071.519531
	Iteration 3F: 3 clusters Score -7461727 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -7464226.500000 Penalty: 13071.519531
	Iteration 4F: 3 clusters Score -7464226 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 26148 members 
Entering Unmasked Estep 
Score: -7466724.500000 Penalty: 13071.519531
	Iteration 5F: 3 clusters Score -7466724 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 28449 members 
Entering Unmasked Estep 
Score: -7469155.500000 Penalty: 13071.519531
	Iteration 6F: 3 clusters Score -7469156 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 30575 members 
Entering Unmasked Estep 
Score: -7470996.500000 Penalty: 13071.519531
	Iteration 7F: 3 clusters Score -7470996 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 32392 members 
Entering Unmasked Estep 
Score: -7472381.500000 Penalty: 13071.519531
	Iteration 8Q: 3 clusters Score -7472382 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 33874 members 
Entering Unmasked Estep 
Score: -7473331.500000 Penalty: 13071.519531
	Iteration 9Q: 3 clusters Score -7473332 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 35048 members 
Entering Unmasked Estep 
Score: -7473938.500000 Penalty: 13071.519531
	Iteration 10Q: 3 clusters Score -7473938 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 35977 members 
Entering Unmasked Estep 
Score: -7474427.500000 Penalty: 13071.519531
	Iteration 11Q: 3 clusters Score -7474428 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 36724 members 
Entering Unmasked Estep 
Score: -7474788.000000 Penalty: 13071.519531
	Iteration 12Q: 3 clusters Score -7474788 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 37310 members 
Entering Unmasked Estep 
Score: -7475000.500000 Penalty: 13071.519531
	Iteration 13Q: 3 clusters Score -7475000 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 37801 members 
Entering Unmasked Estep 
Score: -7475242.500000 Penalty: 13071.519531
	Iteration 14Q: 3 clusters Score -7475242 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 38224 members 
Entering Unmasked Estep 
Score: -7475442.000000 Penalty: 13071.519531
	Iteration 15Q: 3 clusters Score -7475442 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 38591 members 
Entering Unmasked Estep 
Score: -7475602.000000 Penalty: 13071.519531
	Iteration 16Q: 3 clusters Score -7475602 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 38880 members 
Entering Unmasked Estep 
Score: -7475691.000000 Penalty: 13071.519531
	Iteration 17Q: 3 clusters Score -7475691 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 39111 members 
Entering Unmasked Estep 
Score: -7475773.500000 Penalty: 13071.519531
	Iteration 18Q: 3 clusters Score -7475774 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 39285 members 
Entering Unmasked Estep 
Score: -7475833.000000 Penalty: 13071.519531
	Iteration 19Q: 3 clusters Score -7475833 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 39428 members 
Entering Unmasked Estep 
Score: -7475876.500000 Penalty: 13071.519531
	Iteration 20F: 3 clusters Score -7475876 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 39534 members 
Entering Unmasked Estep 
Score: -7475902.500000 Penalty: 13071.519531
	Iteration 21Q: 3 clusters Score -7475902 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 39616 members 
Entering Unmasked Estep 
Score: -7475917.500000 Penalty: 13071.519531
	Iteration 22Q: 3 clusters Score -7475918 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 39676 members 
Entering Unmasked Estep 
Score: -7475938.000000 Penalty: 13071.519531
	Iteration 23Q: 3 clusters Score -7475938 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 39734 members 
Entering Unmasked Estep 
Score: -7475956.000000 Penalty: 13071.519531
	Iteration 24Q: 3 clusters Score -7475956 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 39780 members 
Entering Unmasked Estep 
Score: -7475973.000000 Penalty: 13071.519531
	Iteration 25Q: 3 clusters Score -7475973 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 39814 members 
Entering Unmasked Estep 
Score: -7475970.500000 Penalty: 13071.519531
	Iteration 26Q: 3 clusters Score -7475970 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 39845 members 
Entering Unmasked Estep 
Score: -7475989.500000 Penalty: 13071.519531
	Iteration 27Q: 3 clusters Score -7475990 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 39881 members 
Entering Unmasked Estep 
Score: -7475994.500000 Penalty: 13071.519531
	Iteration 28Q: 3 clusters Score -7475994 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 39911 members 
Entering Unmasked Estep 
Score: -7475999.000000 Penalty: 13071.519531
	Iteration 29Q: 3 clusters Score -7475999 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 39931 members 
Entering Unmasked Estep 
Score: -7476010.500000 Penalty: 13071.519531
	Iteration 30Q: 3 clusters Score -7476010 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 39946 members 
Entering Unmasked Estep 
Score: -7476011.000000 Penalty: 13071.519531
	Iteration 31Q: 3 clusters Score -7476011 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 39957 members 
Entering Unmasked Estep 
Score: -7476020.000000 Penalty: 13071.519531
	Iteration 32Q: 3 clusters Score -7476020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 39964 members 
Entering Unmasked Estep 
Score: -7476018.500000 Penalty: 13071.519531
	Iteration 33Q: 3 clusters Score -7476018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 39971 members 
Entering Unmasked Estep 
Score: -7476023.000000 Penalty: 13071.519531
	Iteration 34Q: 3 clusters Score -7476023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 39977 members 
Entering Unmasked Estep 
Score: -7476031.000000 Penalty: 13071.519531
	Iteration 35Q: 3 clusters Score -7476031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 39981 members 
Entering Unmasked Estep 
Score: -7476031.500000 Penalty: 13071.519531
	Iteration 36Q: 3 clusters Score -7476032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 39983 members 
Entering Unmasked Estep 
Score: -7476036.000000 Penalty: 13071.519531
	Iteration 37Q: 3 clusters Score -7476036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 39988 members 
Entering Unmasked Estep 
Score: -7476030.000000 Penalty: 13071.519531
	Iteration 38Q: 3 clusters Score -7476030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 39993 members 
Entering Unmasked Estep 
Score: -7476021.500000 Penalty: 13071.519531
	Iteration 39Q: 3 clusters Score -7476022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 39996 members 
Entering Unmasked Estep 
Score: -7476029.000000 Penalty: 13071.519531
	Iteration 40F: 3 clusters Score -7476029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 39997 members 
Entering Unmasked Estep 
Score: -7476028.000000 Penalty: 13071.519531
	Iteration 41Q: 3 clusters Score -7476028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 39999 members 
Entering Unmasked Estep 
Score: -7476023.500000 Penalty: 13071.519531
	Iteration 42Q: 3 clusters Score -7476024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 40001 members 
Entering Unmasked Estep 
Score: -7476019.000000 Penalty: 13071.519531
	Iteration 43Q: 3 clusters Score -7476019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 40003 members 
Entering Unmasked Estep 
Score: -7476019.500000 Penalty: 13071.519531
	Iteration 44Q: 3 clusters Score -7476020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 40005 members 
Entering Unmasked Estep 
Score: -7476010.500000 Penalty: 13071.519531
	Iteration 45Q: 3 clusters Score -7476010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 40007 members 
Entering Unmasked Estep 
Score: -7476013.500000 Penalty: 13071.519531
	Iteration 46Q: 3 clusters Score -7476014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 40014 members 
Entering Unmasked Estep 
Score: -7476025.000000 Penalty: 13071.519531
	Iteration 47Q: 3 clusters Score -7476025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 40023 members 
Entering Unmasked Estep 
Score: -7476036.000000 Penalty: 13071.519531
	Iteration 48Q: 3 clusters Score -7476036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 40030 members 
Entering Unmasked Estep 
Score: -7476034.500000 Penalty: 13071.519531
	Iteration 49Q: 3 clusters Score -7476034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 40035 members 
Entering Unmasked Estep 
Score: -7476035.000000 Penalty: 13071.519531
	Iteration 50Q: 3 clusters Score -7476035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 40041 members 
Entering Unmasked Estep 
Score: -7476047.000000 Penalty: 13071.519531
	Iteration 51Q: 3 clusters Score -7476047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 40045 members 
Entering Unmasked Estep 
Score: -7476044.000000 Penalty: 13071.519531
	Iteration 52Q: 3 clusters Score -7476044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 40049 members 
Entering Unmasked Estep 
Score: -7476035.000000 Penalty: 13071.519531
	Iteration 53Q: 3 clusters Score -7476035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 40052 members 
Entering Unmasked Estep 
Score: -7476044.000000 Penalty: 13071.519531
	Iteration 54Q: 3 clusters Score -7476044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 40056 members 
Entering Unmasked Estep 
Score: -7476041.000000 Penalty: 13071.519531
	Iteration 55Q: 3 clusters Score -7476041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 40059 members 
Entering Unmasked Estep 
Score: -7476040.000000 Penalty: 13071.519531
	Iteration 56Q: 3 clusters Score -7476040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 40060 members 
Entering Unmasked Estep 
Score: -7476049.500000 Penalty: 13071.519531
	Iteration 57Q: 3 clusters Score -7476050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 40062 members 
Entering Unmasked Estep 
Score: -7476052.000000 Penalty: 13071.519531
	Iteration 58Q: 3 clusters Score -7476052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 40063 members 
Entering Unmasked Estep 
Score: -7476056.500000 Penalty: 13071.519531
	Iteration 59Q: 3 clusters Score -7476056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 40064 members 
Entering Unmasked Estep 
Score: -7476055.000000 Penalty: 13071.519531
	Iteration 60F: 3 clusters Score -7476055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 40065 members 
Entering Unmasked Estep 
Score: -7476056.500000 Penalty: 13071.519531
	Iteration 61Q: 3 clusters Score -7476056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 40067 members 
Entering Unmasked Estep 
Score: -7476044.000000 Penalty: 13071.519531
	Iteration 62Q: 3 clusters Score -7476044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 40067 members 
Entering Unmasked Estep 
Score: -7476044.000000 Penalty: 13071.519531
	Iteration 63F: 3 clusters Score -7476044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Entering Unmasked Estep 
Score: -569094.500000 Penalty: 5055.261230
	Iteration 0F: 2 clusters Score -569094.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -563099.750000 Penalty: 10110.522461
	Iteration 0F: 3 clusters Score -563099.8 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -565534.937500 Penalty: 10110.522461
	Iteration 1F: 3 clusters Score -565534.9 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -567611.687500 Penalty: 10110.522461
	Iteration 2F: 3 clusters Score -567611.7 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -569948.500000 Penalty: 10110.522461
	Iteration 3F: 3 clusters Score -569948.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -571706.187500 Penalty: 10110.522461
	Iteration 4F: 3 clusters Score -571706.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -572439.687500 Penalty: 10110.522461
	Iteration 5Q: 3 clusters Score -572439.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -572803.437500 Penalty: 10110.522461
	Iteration 6Q: 3 clusters Score -572803.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -573145.375000 Penalty: 10110.522461
	Iteration 7Q: 3 clusters Score -573145.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -573594.750000 Penalty: 10110.522461
	Iteration 8Q: 3 clusters Score -573594.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -573946.250000 Penalty: 10110.522461
	Iteration 9Q: 3 clusters Score -573946.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -574168.187500 Penalty: 10110.522461
	Iteration 10Q: 3 clusters Score -574168.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -574368.562500 Penalty: 10110.522461
	Iteration 11Q: 3 clusters Score -574368.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -574732.750000 Penalty: 10110.522461
	Iteration 12Q: 3 clusters Score -574732.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -575364.750000 Penalty: 10110.522461
	Iteration 13Q: 3 clusters Score -575364.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -576284.750000 Penalty: 10110.522461
	Iteration 14Q: 3 clusters Score -576284.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -577081.812500 Penalty: 10110.522461
	Iteration 15Q: 3 clusters Score -577081.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -577216.000000 Penalty: 10110.522461
	Iteration 16Q: 3 clusters Score -577216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -577220.187500 Penalty: 10110.522461
	Iteration 17Q: 3 clusters Score -577220.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -577222.000000 Penalty: 10110.522461
	Iteration 18F: 3 clusters Score -577222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -577222.625000 Penalty: 10110.522461
	Iteration 19Q: 3 clusters Score -577222.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -577222.625000 Penalty: 10110.522461
	Iteration 20F: 3 clusters Score -577222.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 71072 members 
Mstep: Class 3 contains 43072 members 
Mstep: Class 4 contains 2084 members 
Mstep: Class 5 contains 20473 members 
Mstep: Class 6 contains 51967 members 
Mstep: Class 7 contains 353185 members 
Mstep: Class 8 contains 2256 members 
Mstep: Class 9 contains 1757 members 
Mstep: Class 11 contains 117377 members 
Mstep: Class 12 contains 39284 members 
Mstep: Class 13 contains 2856 members 
Mstep: Class 14 contains 38767 members 
Mstep: Class 15 contains 32110 members 
Mstep: Class 16 contains 80029 members 
Mstep: Class 20 contains 514114 members 
Entering Unmasked Estep 
Score: -233302720.000000 Penalty: 138507.703125
Splitting cluster 4 changes total score from -233296848.000000 to -233302720.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 5 (20473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Entering Unmasked Estep 
Score: -3552875.250000 Penalty: 6080.202637
	Iteration 0F: 2 clusters Score -3552875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -3536163.500000 Penalty: 12160.405273
	Iteration 0F: 3 clusters Score -3536164 nChanged 8251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -3540427.000000 Penalty: 12160.405273
	Iteration 1F: 3 clusters Score -3540427 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -3541023.000000 Penalty: 12160.405273
	Iteration 2F: 3 clusters Score -3541023 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -3541457.250000 Penalty: 12160.405273
	Iteration 3Q: 3 clusters Score -3541457 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -3541843.750000 Penalty: 12160.405273
	Iteration 4Q: 3 clusters Score -3541844 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -3542225.250000 Penalty: 12160.405273
	Iteration 5Q: 3 clusters Score -3542225 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -3542622.750000 Penalty: 12160.405273
	Iteration 6Q: 3 clusters Score -3542623 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -3543072.000000 Penalty: 12160.405273
	Iteration 7Q: 3 clusters Score -3543072 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -3543465.750000 Penalty: 12160.405273
	Iteration 8Q: 3 clusters Score -3543466 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -3543825.250000 Penalty: 12160.405273
	Iteration 9Q: 3 clusters Score -3543825 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -3544237.250000 Penalty: 12160.405273
	Iteration 10Q: 3 clusters Score -3544237 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -3544605.000000 Penalty: 12160.405273
	Iteration 11Q: 3 clusters Score -3544605 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -3544982.250000 Penalty: 12160.405273
	Iteration 12Q: 3 clusters Score -3544982 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -3545312.500000 Penalty: 12160.405273
	Iteration 13Q: 3 clusters Score -3545312 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -3545644.750000 Penalty: 12160.405273
	Iteration 14Q: 3 clusters Score -3545645 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -3545927.250000 Penalty: 12160.405273
	Iteration 15Q: 3 clusters Score -3545927 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -3546162.750000 Penalty: 12160.405273
	Iteration 16Q: 3 clusters Score -3546163 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -3546383.250000 Penalty: 12160.405273
	Iteration 17Q: 3 clusters Score -3546383 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -3546573.250000 Penalty: 12160.405273
	Iteration 18Q: 3 clusters Score -3546573 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -3546709.250000 Penalty: 12160.405273
	Iteration 19Q: 3 clusters Score -3546709 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -3546852.250000 Penalty: 12160.405273
	Iteration 20F: 3 clusters Score -3546852 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -3546985.250000 Penalty: 12160.405273
	Iteration 21Q: 3 clusters Score -3546985 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -3547100.750000 Penalty: 12160.405273
	Iteration 22Q: 3 clusters Score -3547101 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -3547218.000000 Penalty: 12160.405273
	Iteration 23Q: 3 clusters Score -3547218 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -3547317.750000 Penalty: 12160.405273
	Iteration 24Q: 3 clusters Score -3547318 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -3547418.500000 Penalty: 12160.405273
	Iteration 25Q: 3 clusters Score -3547418 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -3547496.000000 Penalty: 12160.405273
	Iteration 26Q: 3 clusters Score -3547496 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -3547576.250000 Penalty: 12160.405273
	Iteration 27Q: 3 clusters Score -3547576 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -3547628.000000 Penalty: 12160.405273
	Iteration 28Q: 3 clusters Score -3547628 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -3547711.250000 Penalty: 12160.405273
	Iteration 29Q: 3 clusters Score -3547711 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -3547770.000000 Penalty: 12160.405273
	Iteration 30Q: 3 clusters Score -3547770 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -3547817.750000 Penalty: 12160.405273
	Iteration 31Q: 3 clusters Score -3547818 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -3547874.500000 Penalty: 12160.405273
	Iteration 32Q: 3 clusters Score -3547874 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -3547906.750000 Penalty: 12160.405273
	Iteration 33Q: 3 clusters Score -3547907 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -3547937.250000 Penalty: 12160.405273
	Iteration 34Q: 3 clusters Score -3547937 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -3547965.000000 Penalty: 12160.405273
	Iteration 35Q: 3 clusters Score -3547965 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -3547983.000000 Penalty: 12160.405273
	Iteration 36Q: 3 clusters Score -3547983 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -3548027.250000 Penalty: 12160.405273
	Iteration 37Q: 3 clusters Score -3548027 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -3548051.000000 Penalty: 12160.405273
	Iteration 38Q: 3 clusters Score -3548051 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -3548095.500000 Penalty: 12160.405273
	Iteration 39Q: 3 clusters Score -3548096 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -3548117.750000 Penalty: 12160.405273
	Iteration 40F: 3 clusters Score -3548118 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -3548141.000000 Penalty: 12160.405273
	Iteration 41Q: 3 clusters Score -3548141 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -3548159.500000 Penalty: 12160.405273
	Iteration 42Q: 3 clusters Score -3548160 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -3548169.250000 Penalty: 12160.405273
	Iteration 43Q: 3 clusters Score -3548169 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -3548186.250000 Penalty: 12160.405273
	Iteration 44Q: 3 clusters Score -3548186 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -3548221.750000 Penalty: 12160.405273
	Iteration 45Q: 3 clusters Score -3548222 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -3548236.250000 Penalty: 12160.405273
	Iteration 46Q: 3 clusters Score -3548236 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -3548241.250000 Penalty: 12160.405273
	Iteration 47Q: 3 clusters Score -3548241 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -3548260.000000 Penalty: 12160.405273
	Iteration 48Q: 3 clusters Score -3548260 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -3548270.250000 Penalty: 12160.405273
	Iteration 49Q: 3 clusters Score -3548270 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -3548279.250000 Penalty: 12160.405273
	Iteration 50Q: 3 clusters Score -3548279 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -3548285.250000 Penalty: 12160.405273
	Iteration 51Q: 3 clusters Score -3548285 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -3548297.000000 Penalty: 12160.405273
	Iteration 52Q: 3 clusters Score -3548297 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -3548303.250000 Penalty: 12160.405273
	Iteration 53Q: 3 clusters Score -3548303 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -3548318.250000 Penalty: 12160.405273
	Iteration 54Q: 3 clusters Score -3548318 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -3548322.500000 Penalty: 12160.405273
	Iteration 55Q: 3 clusters Score -3548322 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -3548344.000000 Penalty: 12160.405273
	Iteration 56Q: 3 clusters Score -3548344 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -3548349.250000 Penalty: 12160.405273
	Iteration 57Q: 3 clusters Score -3548349 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -3548356.250000 Penalty: 12160.405273
	Iteration 58Q: 3 clusters Score -3548356 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -3548367.750000 Penalty: 12160.405273
	Iteration 59Q: 3 clusters Score -3548368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -3548365.500000 Penalty: 12160.405273
	Iteration 60F: 3 clusters Score -3548366 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -3548367.000000 Penalty: 12160.405273
	Iteration 61Q: 3 clusters Score -3548367 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -3548376.000000 Penalty: 12160.405273
	Iteration 62Q: 3 clusters Score -3548376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -3548382.250000 Penalty: 12160.405273
	Iteration 63Q: 3 clusters Score -3548382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -3548391.500000 Penalty: 12160.405273
	Iteration 64Q: 3 clusters Score -3548392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -3548386.250000 Penalty: 12160.405273
	Iteration 65Q: 3 clusters Score -3548386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -3548394.500000 Penalty: 12160.405273
	Iteration 66Q: 3 clusters Score -3548394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -3548397.000000 Penalty: 12160.405273
	Iteration 67Q: 3 clusters Score -3548397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -3548403.750000 Penalty: 12160.405273
	Iteration 68Q: 3 clusters Score -3548404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -3548407.750000 Penalty: 12160.405273
	Iteration 69Q: 3 clusters Score -3548408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -3548411.750000 Penalty: 12160.405273
	Iteration 70Q: 3 clusters Score -3548412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -3548422.000000 Penalty: 12160.405273
	Iteration 71Q: 3 clusters Score -3548422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -3548412.250000 Penalty: 12160.405273
	Iteration 72Q: 3 clusters Score -3548412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -3548421.250000 Penalty: 12160.405273
	Iteration 73Q: 3 clusters Score -3548421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -3548425.750000 Penalty: 12160.405273
	Iteration 74Q: 3 clusters Score -3548426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -3548427.250000 Penalty: 12160.405273
	Iteration 75Q: 3 clusters Score -3548427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -3548427.250000 Penalty: 12160.405273
	Iteration 76Q: 3 clusters Score -3548427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -3548428.750000 Penalty: 12160.405273
	Iteration 77Q: 3 clusters Score -3548429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -3548428.000000 Penalty: 12160.405273
	Iteration 78Q: 3 clusters Score -3548428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -3548428.250000 Penalty: 12160.405273
	Iteration 79Q: 3 clusters Score -3548428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -3548427.750000 Penalty: 12160.405273
	Iteration 80F: 3 clusters Score -3548428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -3548438.000000 Penalty: 12160.405273
	Iteration 81Q: 3 clusters Score -3548438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -3548440.000000 Penalty: 12160.405273
	Iteration 82Q: 3 clusters Score -3548440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -3548435.000000 Penalty: 12160.405273
	Iteration 83Q: 3 clusters Score -3548435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -3548435.000000 Penalty: 12160.405273
	Iteration 84F: 3 clusters Score -3548435 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (51967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51967 members 
Entering Unmasked Estep 
Score: -9051469.000000 Penalty: 6650.748047
	Iteration 0F: 2 clusters Score -9051469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25946 members 
Mstep: Class 2 contains 26021 members 
Entering Unmasked Estep 
Score: -9014537.000000 Penalty: 13301.496094
	Iteration 0F: 3 clusters Score -9014537 nChanged 22904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -9026646.000000 Penalty: 13301.496094
	Iteration 1F: 3 clusters Score -9026646 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25446 members 
Mstep: Class 2 contains 26521 members 
Entering Unmasked Estep 
Score: -9027459.000000 Penalty: 13301.496094
	Iteration 2Q: 3 clusters Score -9027459 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 26863 members 
Entering Unmasked Estep 
Score: -9028052.000000 Penalty: 13301.496094
	Iteration 3Q: 3 clusters Score -9028052 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 27379 members 
Entering Unmasked Estep 
Score: -9028575.000000 Penalty: 13301.496094
	Iteration 4Q: 3 clusters Score -9028575 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
Score: -9028980.000000 Penalty: 13301.496094
	Iteration 5Q: 3 clusters Score -9028980 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 28962 members 
Entering Unmasked Estep 
Score: -9029455.000000 Penalty: 13301.496094
	Iteration 6Q: 3 clusters Score -9029455 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 30049 members 
Entering Unmasked Estep 
Score: -9029992.000000 Penalty: 13301.496094
	Iteration 7Q: 3 clusters Score -9029992 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 31377 members 
Entering Unmasked Estep 
Score: -9030644.000000 Penalty: 13301.496094
	Iteration 8Q: 3 clusters Score -9030644 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 33055 members 
Entering Unmasked Estep 
Score: -9031547.000000 Penalty: 13301.496094
	Iteration 9Q: 3 clusters Score -9031547 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 35152 members 
Entering Unmasked Estep 
Score: -9032780.000000 Penalty: 13301.496094
	Iteration 10Q: 3 clusters Score -9032780 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 37654 members 
Entering Unmasked Estep 
Score: -9034454.000000 Penalty: 13301.496094
	Iteration 11F: 3 clusters Score -9034454 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 40459 members 
Entering Unmasked Estep 
Score: -9036428.000000 Penalty: 13301.496094
	Iteration 12F: 3 clusters Score -9036428 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 43343 members 
Entering Unmasked Estep 
Score: -9038781.000000 Penalty: 13301.496094
	Iteration 13F: 3 clusters Score -9038781 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 45956 members 
Entering Unmasked Estep 
Score: -9041027.000000 Penalty: 13301.496094
	Iteration 14F: 3 clusters Score -9041027 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 48012 members 
Entering Unmasked Estep 
Score: -9042868.000000 Penalty: 13301.496094
	Iteration 15Q: 3 clusters Score -9042868 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 49304 members 
Entering Unmasked Estep 
Score: -9044163.000000 Penalty: 13301.496094
	Iteration 16Q: 3 clusters Score -9044163 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 49997 members 
Entering Unmasked Estep 
Score: -9044937.000000 Penalty: 13301.496094
	Iteration 17Q: 3 clusters Score -9044937 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 50340 members 
Entering Unmasked Estep 
Score: -9045332.000000 Penalty: 13301.496094
	Iteration 18Q: 3 clusters Score -9045332 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 50505 members 
Entering Unmasked Estep 
Score: -9045554.000000 Penalty: 13301.496094
	Iteration 19Q: 3 clusters Score -9045554 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 50594 members 
Entering Unmasked Estep 
Score: -9045645.000000 Penalty: 13301.496094
	Iteration 20F: 3 clusters Score -9045645 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 50650 members 
Entering Unmasked Estep 
Score: -9045720.000000 Penalty: 13301.496094
	Iteration 21Q: 3 clusters Score -9045720 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 50703 members 
Entering Unmasked Estep 
Score: -9045779.000000 Penalty: 13301.496094
	Iteration 22Q: 3 clusters Score -9045779 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 50728 members 
Entering Unmasked Estep 
Score: -9045813.000000 Penalty: 13301.496094
	Iteration 23Q: 3 clusters Score -9045813 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 50748 members 
Entering Unmasked Estep 
Score: -9045836.000000 Penalty: 13301.496094
	Iteration 24Q: 3 clusters Score -9045836 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 50759 members 
Entering Unmasked Estep 
Score: -9045856.000000 Penalty: 13301.496094
	Iteration 25Q: 3 clusters Score -9045856 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 50772 members 
Entering Unmasked Estep 
Score: -9045865.000000 Penalty: 13301.496094
	Iteration 26Q: 3 clusters Score -9045865 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 50781 members 
Entering Unmasked Estep 
Score: -9045903.000000 Penalty: 13301.496094
	Iteration 27Q: 3 clusters Score -9045903 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 50783 members 
Entering Unmasked Estep 
Score: -9045913.000000 Penalty: 13301.496094
	Iteration 28Q: 3 clusters Score -9045913 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 50790 members 
Entering Unmasked Estep 
Score: -9045923.000000 Penalty: 13301.496094
	Iteration 29Q: 3 clusters Score -9045923 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 50795 members 
Entering Unmasked Estep 
Score: -9045942.000000 Penalty: 13301.496094
	Iteration 30Q: 3 clusters Score -9045942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 50804 members 
Entering Unmasked Estep 
Score: -9045959.000000 Penalty: 13301.496094
	Iteration 31Q: 3 clusters Score -9045959 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 50803 members 
Entering Unmasked Estep 
Score: -9045975.000000 Penalty: 13301.496094
	Iteration 32Q: 3 clusters Score -9045975 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 50813 members 
Entering Unmasked Estep 
Score: -9045985.000000 Penalty: 13301.496094
	Iteration 33Q: 3 clusters Score -9045985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 50812 members 
Entering Unmasked Estep 
Score: -9045992.000000 Penalty: 13301.496094
	Iteration 34Q: 3 clusters Score -9045992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 50813 members 
Entering Unmasked Estep 
Score: -9045995.000000 Penalty: 13301.496094
	Iteration 35Q: 3 clusters Score -9045995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 50812 members 
Entering Unmasked Estep 
Score: -9045996.000000 Penalty: 13301.496094
	Iteration 36Q: 3 clusters Score -9045996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 50813 members 
Entering Unmasked Estep 
Score: -9045998.000000 Penalty: 13301.496094
	Iteration 37Q: 3 clusters Score -9045998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 50812 members 
Entering Unmasked Estep 
Score: -9046003.000000 Penalty: 13301.496094
	Iteration 38Q: 3 clusters Score -9046003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 50812 members 
Entering Unmasked Estep 
Score: -9046006.000000 Penalty: 13301.496094
	Iteration 39Q: 3 clusters Score -9046006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 50813 members 
Entering Unmasked Estep 
Score: -9046004.000000 Penalty: 13301.496094
	Iteration 40F: 3 clusters Score -9046004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 50813 members 
Entering Unmasked Estep 
Score: -9046009.000000 Penalty: 13301.496094
	Iteration 41Q: 3 clusters Score -9046009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 50815 members 
Entering Unmasked Estep 
Score: -9046010.000000 Penalty: 13301.496094
	Iteration 42Q: 3 clusters Score -9046010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 50818 members 
Entering Unmasked Estep 
Score: -9046013.000000 Penalty: 13301.496094
	Iteration 43Q: 3 clusters Score -9046013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 50818 members 
Entering Unmasked Estep 
Score: -9046008.000000 Penalty: 13301.496094
	Iteration 44Q: 3 clusters Score -9046008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 50819 members 
Entering Unmasked Estep 
Score: -9046015.000000 Penalty: 13301.496094
	Iteration 45Q: 3 clusters Score -9046015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 50819 members 
Entering Unmasked Estep 
Score: -9046015.000000 Penalty: 13301.496094
	Iteration 46F: 3 clusters Score -9046015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (353185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353185 members 
Entering Unmasked Estep 
Score: -60734928.000000 Penalty: 7824.532715
	Iteration 0F: 2 clusters Score -6.073493e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176655 members 
Mstep: Class 2 contains 176530 members 
Entering Unmasked Estep 
Score: -60508224.000000 Penalty: 15649.065430
	Iteration 0F: 3 clusters Score -6.050822e+07 nChanged 168752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179129 members 
Mstep: Class 2 contains 174056 members 
Entering Unmasked Estep 
Score: -60606136.000000 Penalty: 15649.065430
	Iteration 1F: 3 clusters Score -6.060614e+07 nChanged 10714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180423 members 
Mstep: Class 2 contains 172762 members 
Entering Unmasked Estep 
Score: -60608832.000000 Penalty: 15649.065430
	Iteration 2Q: 3 clusters Score -6.060883e+07 nChanged 11753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182440 members 
Mstep: Class 2 contains 170745 members 
Entering Unmasked Estep 
Score: -60612380.000000 Penalty: 15649.065430
	Iteration 3Q: 3 clusters Score -6.061238e+07 nChanged 13453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185661 members 
Mstep: Class 2 contains 167524 members 
Entering Unmasked Estep 
Score: -60617572.000000 Penalty: 15649.065430
	Iteration 4Q: 3 clusters Score -6.061757e+07 nChanged 15843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190400 members 
Mstep: Class 2 contains 162785 members 
Entering Unmasked Estep 
Score: -60624756.000000 Penalty: 15649.065430
	Iteration 5Q: 3 clusters Score -6.062476e+07 nChanged 18503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196935 members 
Mstep: Class 2 contains 156250 members 
Entering Unmasked Estep 
Score: -60634272.000000 Penalty: 15649.065430
	Iteration 6F: 3 clusters Score -6.063427e+07 nChanged 20471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205072 members 
Mstep: Class 2 contains 148113 members 
Entering Unmasked Estep 
Score: -60646284.000000 Penalty: 15649.065430
	Iteration 7F: 3 clusters Score -6.064628e+07 nChanged 21104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214094 members 
Mstep: Class 2 contains 139091 members 
Entering Unmasked Estep 
Score: -60658160.000000 Penalty: 15649.065430
	Iteration 8F: 3 clusters Score -6.065816e+07 nChanged 20161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222877 members 
Mstep: Class 2 contains 130308 members 
Entering Unmasked Estep 
Score: -60670236.000000 Penalty: 15649.065430
	Iteration 9F: 3 clusters Score -6.067024e+07 nChanged 18255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230606 members 
Mstep: Class 2 contains 122579 members 
Entering Unmasked Estep 
Score: -60680904.000000 Penalty: 15649.065430
	Iteration 10F: 3 clusters Score -6.06809e+07 nChanged 15392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237046 members 
Mstep: Class 2 contains 116139 members 
Entering Unmasked Estep 
Score: -60688536.000000 Penalty: 15649.065430
	Iteration 11Q: 3 clusters Score -6.068854e+07 nChanged 11747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242603 members 
Mstep: Class 2 contains 110582 members 
Entering Unmasked Estep 
Score: -60693140.000000 Penalty: 15649.065430
	Iteration 12Q: 3 clusters Score -6.069314e+07 nChanged 8726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247631 members 
Mstep: Class 2 contains 105554 members 
Entering Unmasked Estep 
Score: -60695844.000000 Penalty: 15649.065430
	Iteration 13Q: 3 clusters Score -6.069584e+07 nChanged 6567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252518 members 
Mstep: Class 2 contains 100667 members 
Entering Unmasked Estep 
Score: -60697524.000000 Penalty: 15649.065430
	Iteration 14Q: 3 clusters Score -6.069752e+07 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257329 members 
Mstep: Class 2 contains 95856 members 
Entering Unmasked Estep 
Score: -60698752.000000 Penalty: 15649.065430
	Iteration 15Q: 3 clusters Score -6.069875e+07 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262143 members 
Mstep: Class 2 contains 91042 members 
Entering Unmasked Estep 
Score: -60699424.000000 Penalty: 15649.065430
	Iteration 16Q: 3 clusters Score -6.069942e+07 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266941 members 
Mstep: Class 2 contains 86244 members 
Entering Unmasked Estep 
Score: -60700136.000000 Penalty: 15649.065430
	Iteration 17Q: 3 clusters Score -6.070014e+07 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271771 members 
Mstep: Class 2 contains 81414 members 
Entering Unmasked Estep 
Score: -60701516.000000 Penalty: 15649.065430
	Iteration 18Q: 3 clusters Score -6.070152e+07 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276728 members 
Mstep: Class 2 contains 76457 members 
Entering Unmasked Estep 
Score: -60702468.000000 Penalty: 15649.065430
	Iteration 19Q: 3 clusters Score -6.070247e+07 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281599 members 
Mstep: Class 2 contains 71586 members 
Entering Unmasked Estep 
Score: -60703524.000000 Penalty: 15649.065430
	Iteration 20F: 3 clusters Score -6.070352e+07 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286437 members 
Mstep: Class 2 contains 66748 members 
Entering Unmasked Estep 
Score: -60705104.000000 Penalty: 15649.065430
	Iteration 21Q: 3 clusters Score -6.07051e+07 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291237 members 
Mstep: Class 2 contains 61948 members 
Entering Unmasked Estep 
Score: -60706540.000000 Penalty: 15649.065430
	Iteration 22Q: 3 clusters Score -6.070654e+07 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295950 members 
Mstep: Class 2 contains 57235 members 
Entering Unmasked Estep 
Score: -60707684.000000 Penalty: 15649.065430
	Iteration 23Q: 3 clusters Score -6.070768e+07 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300595 members 
Mstep: Class 2 contains 52590 members 
Entering Unmasked Estep 
Score: -60709364.000000 Penalty: 15649.065430
	Iteration 24Q: 3 clusters Score -6.070936e+07 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305039 members 
Mstep: Class 2 contains 48146 members 
Entering Unmasked Estep 
Score: -60711000.000000 Penalty: 15649.065430
	Iteration 25Q: 3 clusters Score -6.0711e+07 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309412 members 
Mstep: Class 2 contains 43773 members 
Entering Unmasked Estep 
Score: -60712716.000000 Penalty: 15649.065430
	Iteration 26Q: 3 clusters Score -6.071272e+07 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313625 members 
Mstep: Class 2 contains 39560 members 
Entering Unmasked Estep 
Score: -60714676.000000 Penalty: 15649.065430
	Iteration 27Q: 3 clusters Score -6.071468e+07 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317505 members 
Mstep: Class 2 contains 35680 members 
Entering Unmasked Estep 
Score: -60716460.000000 Penalty: 15649.065430
	Iteration 28Q: 3 clusters Score -6.071646e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321148 members 
Mstep: Class 2 contains 32037 members 
Entering Unmasked Estep 
Score: -60718412.000000 Penalty: 15649.065430
	Iteration 29Q: 3 clusters Score -6.071841e+07 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324386 members 
Mstep: Class 2 contains 28799 members 
Entering Unmasked Estep 
Score: -60720520.000000 Penalty: 15649.065430
	Iteration 30Q: 3 clusters Score -6.072052e+07 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327224 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
Score: -60722284.000000 Penalty: 15649.065430
	Iteration 31Q: 3 clusters Score -6.072228e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329725 members 
Mstep: Class 2 contains 23460 members 
Entering Unmasked Estep 
Score: -60723772.000000 Penalty: 15649.065430
	Iteration 32Q: 3 clusters Score -6.072377e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331833 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -60724772.000000 Penalty: 15649.065430
	Iteration 33Q: 3 clusters Score -6.072477e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333542 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -60725408.000000 Penalty: 15649.065430
	Iteration 34Q: 3 clusters Score -6.072541e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334960 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -60726124.000000 Penalty: 15649.065430
	Iteration 35Q: 3 clusters Score -6.072612e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336162 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -60726624.000000 Penalty: 15649.065430
	Iteration 36Q: 3 clusters Score -6.072662e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337228 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -60727280.000000 Penalty: 15649.065430
	Iteration 37Q: 3 clusters Score -6.072728e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338109 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -60727828.000000 Penalty: 15649.065430
	Iteration 38Q: 3 clusters Score -6.072783e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338935 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -60728160.000000 Penalty: 15649.065430
	Iteration 39Q: 3 clusters Score -6.072816e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339669 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -60728756.000000 Penalty: 15649.065430
	Iteration 40F: 3 clusters Score -6.072876e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340369 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -60729292.000000 Penalty: 15649.065430
	Iteration 41Q: 3 clusters Score -6.072929e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341030 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -60729752.000000 Penalty: 15649.065430
	Iteration 42Q: 3 clusters Score -6.072975e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341586 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -60730236.000000 Penalty: 15649.065430
	Iteration 43Q: 3 clusters Score -6.073024e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342094 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -60730476.000000 Penalty: 15649.065430
	Iteration 44Q: 3 clusters Score -6.073048e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342518 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -60730764.000000 Penalty: 15649.065430
	Iteration 45Q: 3 clusters Score -6.073076e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342875 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -60731004.000000 Penalty: 15649.065430
	Iteration 46Q: 3 clusters Score -6.0731e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343148 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -60731100.000000 Penalty: 15649.065430
	Iteration 47Q: 3 clusters Score -6.07311e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343352 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -60731228.000000 Penalty: 15649.065430
	Iteration 48Q: 3 clusters Score -6.073123e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343510 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -60731396.000000 Penalty: 15649.065430
	Iteration 49Q: 3 clusters Score -6.07314e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343644 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -60731512.000000 Penalty: 15649.065430
	Iteration 50Q: 3 clusters Score -6.073151e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343756 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -60731540.000000 Penalty: 15649.065430
	Iteration 51Q: 3 clusters Score -6.073154e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343855 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -60731596.000000 Penalty: 15649.065430
	Iteration 52Q: 3 clusters Score -6.07316e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343932 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -60731596.000000 Penalty: 15649.065430
	Iteration 53Q: 3 clusters Score -6.07316e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343997 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -60731576.000000 Penalty: 15649.065430
	Iteration 54Q: 3 clusters Score -6.073158e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344048 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -60731548.000000 Penalty: 15649.065430
	Iteration 55Q: 3 clusters Score -6.073155e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344100 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -60731576.000000 Penalty: 15649.065430
	Iteration 56Q: 3 clusters Score -6.073158e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344142 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -60731552.000000 Penalty: 15649.065430
	Iteration 57Q: 3 clusters Score -6.073155e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344181 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -60731588.000000 Penalty: 15649.065430
	Iteration 58Q: 3 clusters Score -6.073159e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344217 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -60731536.000000 Penalty: 15649.065430
	Iteration 59Q: 3 clusters Score -6.073154e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344253 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -60731556.000000 Penalty: 15649.065430
	Iteration 60F: 3 clusters Score -6.073156e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344279 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -60731560.000000 Penalty: 15649.065430
	Iteration 61Q: 3 clusters Score -6.073156e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344307 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -60731588.000000 Penalty: 15649.065430
	Iteration 62Q: 3 clusters Score -6.073159e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344333 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -60731568.000000 Penalty: 15649.065430
	Iteration 63Q: 3 clusters Score -6.073157e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344359 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -60731564.000000 Penalty: 15649.065430
	Iteration 64Q: 3 clusters Score -6.073156e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344385 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -60731580.000000 Penalty: 15649.065430
	Iteration 65Q: 3 clusters Score -6.073158e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344416 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -60731608.000000 Penalty: 15649.065430
	Iteration 66Q: 3 clusters Score -6.073161e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344442 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -60731660.000000 Penalty: 15649.065430
	Iteration 67Q: 3 clusters Score -6.073166e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344461 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -60731652.000000 Penalty: 15649.065430
	Iteration 68Q: 3 clusters Score -6.073165e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344481 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -60731680.000000 Penalty: 15649.065430
	Iteration 69Q: 3 clusters Score -6.073168e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344501 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -60731680.000000 Penalty: 15649.065430
	Iteration 70Q: 3 clusters Score -6.073168e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344521 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -60731640.000000 Penalty: 15649.065430
	Iteration 71Q: 3 clusters Score -6.073164e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344549 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -60731656.000000 Penalty: 15649.065430
	Iteration 72Q: 3 clusters Score -6.073166e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344576 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -60731632.000000 Penalty: 15649.065430
	Iteration 73Q: 3 clusters Score -6.073163e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344607 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -60731644.000000 Penalty: 15649.065430
	Iteration 74Q: 3 clusters Score -6.073164e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344642 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -60731660.000000 Penalty: 15649.065430
	Iteration 75Q: 3 clusters Score -6.073166e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344670 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -60731660.000000 Penalty: 15649.065430
	Iteration 76Q: 3 clusters Score -6.073166e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344694 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -60731612.000000 Penalty: 15649.065430
	Iteration 77Q: 3 clusters Score -6.073161e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344716 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -60731640.000000 Penalty: 15649.065430
	Iteration 78Q: 3 clusters Score -6.073164e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344737 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -60731684.000000 Penalty: 15649.065430
	Iteration 79Q: 3 clusters Score -6.073168e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344751 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -60731696.000000 Penalty: 15649.065430
	Iteration 80F: 3 clusters Score -6.07317e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344766 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -60731708.000000 Penalty: 15649.065430
	Iteration 81Q: 3 clusters Score -6.073171e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344779 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -60731700.000000 Penalty: 15649.065430
	Iteration 82Q: 3 clusters Score -6.07317e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344791 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -60731684.000000 Penalty: 15649.065430
	Iteration 83Q: 3 clusters Score -6.073168e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344807 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -60731660.000000 Penalty: 15649.065430
	Iteration 84Q: 3 clusters Score -6.073166e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344817 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -60731632.000000 Penalty: 15649.065430
	Iteration 85Q: 3 clusters Score -6.073163e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344836 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -60731660.000000 Penalty: 15649.065430
	Iteration 86Q: 3 clusters Score -6.073166e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344856 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -60731656.000000 Penalty: 15649.065430
	Iteration 87Q: 3 clusters Score -6.073166e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344871 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -60731632.000000 Penalty: 15649.065430
	Iteration 88Q: 3 clusters Score -6.073163e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344885 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -60731656.000000 Penalty: 15649.065430
	Iteration 89Q: 3 clusters Score -6.073166e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344902 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -60731672.000000 Penalty: 15649.065430
	Iteration 90Q: 3 clusters Score -6.073167e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344921 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -60731668.000000 Penalty: 15649.065430
	Iteration 91Q: 3 clusters Score -6.073167e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344940 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -60731708.000000 Penalty: 15649.065430
	Iteration 92Q: 3 clusters Score -6.073171e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344948 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -60731676.000000 Penalty: 15649.065430
	Iteration 93Q: 3 clusters Score -6.073168e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344956 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -60731708.000000 Penalty: 15649.065430
	Iteration 94Q: 3 clusters Score -6.073171e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344964 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -60731708.000000 Penalty: 15649.065430
	Iteration 95Q: 3 clusters Score -6.073171e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344972 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -60731716.000000 Penalty: 15649.065430
	Iteration 96Q: 3 clusters Score -6.073172e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344978 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -60731744.000000 Penalty: 15649.065430
	Iteration 97Q: 3 clusters Score -6.073174e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344985 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -60731684.000000 Penalty: 15649.065430
	Iteration 98Q: 3 clusters Score -6.073168e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344991 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -60731740.000000 Penalty: 15649.065430
	Iteration 99Q: 3 clusters Score -6.073174e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344996 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -60731760.000000 Penalty: 15649.065430
	Iteration 100F: 3 clusters Score -6.073176e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345001 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -60731736.000000 Penalty: 15649.065430
	Iteration 101Q: 3 clusters Score -6.073174e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345003 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -60731732.000000 Penalty: 15649.065430
	Iteration 102Q: 3 clusters Score -6.073173e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345005 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -60731716.000000 Penalty: 15649.065430
	Iteration 103Q: 3 clusters Score -6.073172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345007 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -60731732.000000 Penalty: 15649.065430
	Iteration 104Q: 3 clusters Score -6.073173e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345009 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -60731724.000000 Penalty: 15649.065430
	Iteration 105Q: 3 clusters Score -6.073172e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345012 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -60731740.000000 Penalty: 15649.065430
	Iteration 106Q: 3 clusters Score -6.073174e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345014 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -60731744.000000 Penalty: 15649.065430
	Iteration 107Q: 3 clusters Score -6.073174e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345014 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -60731744.000000 Penalty: 15649.065430
	Iteration 108F: 3 clusters Score -6.073174e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Entering Unmasked Estep 
Score: -352884.781250 Penalty: 4729.326172
	Iteration 0F: 2 clusters Score -352884.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -347702.812500 Penalty: 9458.652344
	Iteration 0F: 3 clusters Score -347702.8 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -348503.125000 Penalty: 9458.652344
	Iteration 1F: 3 clusters Score -348503.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -348796.937500 Penalty: 9458.652344
	Iteration 2F: 3 clusters Score -348796.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -349004.375000 Penalty: 9458.652344
	Iteration 3Q: 3 clusters Score -349004.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -349177.937500 Penalty: 9458.652344
	Iteration 4Q: 3 clusters Score -349177.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -349354.281250 Penalty: 9458.652344
	Iteration 5Q: 3 clusters Score -349354.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -349519.218750 Penalty: 9458.652344
	Iteration 6Q: 3 clusters Score -349519.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -349681.187500 Penalty: 9458.652344
	Iteration 7Q: 3 clusters Score -349681.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -349886.281250 Penalty: 9458.652344
	Iteration 8Q: 3 clusters Score -349886.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -350116.750000 Penalty: 9458.652344
	Iteration 9Q: 3 clusters Score -350116.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -350387.375000 Penalty: 9458.652344
	Iteration 10Q: 3 clusters Score -350387.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -350748.562500 Penalty: 9458.652344
	Iteration 11Q: 3 clusters Score -350748.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -351133.250000 Penalty: 9458.652344
	Iteration 12Q: 3 clusters Score -351133.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -351392.968750 Penalty: 9458.652344
	Iteration 13Q: 3 clusters Score -351393 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -351567.500000 Penalty: 9458.652344
	Iteration 14Q: 3 clusters Score -351567.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -351669.718750 Penalty: 9458.652344
	Iteration 15Q: 3 clusters Score -351669.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -351738.468750 Penalty: 9458.652344
	Iteration 16Q: 3 clusters Score -351738.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -351808.406250 Penalty: 9458.652344
	Iteration 17Q: 3 clusters Score -351808.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -351891.187500 Penalty: 9458.652344
	Iteration 18Q: 3 clusters Score -351891.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -351944.812500 Penalty: 9458.652344
	Iteration 19Q: 3 clusters Score -351944.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -352010.843750 Penalty: 9458.652344
	Iteration 20F: 3 clusters Score -352010.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -352057.531250 Penalty: 9458.652344
	Iteration 21Q: 3 clusters Score -352057.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -352081.218750 Penalty: 9458.652344
	Iteration 22Q: 3 clusters Score -352081.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -352106.031250 Penalty: 9458.652344
	Iteration 23Q: 3 clusters Score -352106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -352154.281250 Penalty: 9458.652344
	Iteration 24Q: 3 clusters Score -352154.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -352252.687500 Penalty: 9458.652344
	Iteration 25Q: 3 clusters Score -352252.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -352548.812500 Penalty: 9458.652344
	Iteration 26Q: 3 clusters Score -352548.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -352894.343750 Penalty: 9458.652344
	Iteration 27Q: 3 clusters Score -352894.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -353004.781250 Penalty: 9458.652344
	Iteration 28Q: 3 clusters Score -353004.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -353027.625000 Penalty: 9458.652344
	Iteration 29Q: 3 clusters Score -353027.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -353040.250000 Penalty: 9458.652344
	Iteration 30Q: 3 clusters Score -353040.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -353051.000000 Penalty: 9458.652344
	Iteration 31Q: 3 clusters Score -353051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -353055.906250 Penalty: 9458.652344
	Iteration 32Q: 3 clusters Score -353055.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -353060.437500 Penalty: 9458.652344
	Iteration 33Q: 3 clusters Score -353060.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -353062.562500 Penalty: 9458.652344
	Iteration 34Q: 3 clusters Score -353062.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -353062.562500 Penalty: 9458.652344
	Iteration 35F: 3 clusters Score -353062.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 71072 members 
Mstep: Class 3 contains 43072 members 
Mstep: Class 4 contains 2084 members 
Mstep: Class 5 contains 20473 members 
Mstep: Class 6 contains 51967 members 
Mstep: Class 7 contains 353185 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 1757 members 
Mstep: Class 10 contains 681 members 
Mstep: Class 11 contains 117377 members 
Mstep: Class 12 contains 39284 members 
Mstep: Class 13 contains 2856 members 
Mstep: Class 14 contains 38767 members 
Mstep: Class 15 contains 32110 members 
Mstep: Class 16 contains 80029 members 
Mstep: Class 20 contains 514114 members 
Entering Unmasked Estep 
Score: -233298752.000000 Penalty: 147164.437500
Splitting cluster 8 changes total score from -233296848.000000 to -233298752.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 11 (117377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117377 members 
Entering Unmasked Estep 
Score: -20296976.000000 Penalty: 7149.802246
	Iteration 0F: 2 clusters Score -2.029698e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58855 members 
Mstep: Class 2 contains 58522 members 
Entering Unmasked Estep 
Score: -20217486.000000 Penalty: 14299.604492
	Iteration 0F: 3 clusters Score -2.021749e+07 nChanged 54110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60175 members 
Mstep: Class 2 contains 57202 members 
Entering Unmasked Estep 
Score: -20247054.000000 Penalty: 14299.604492
	Iteration 1F: 3 clusters Score -2.024705e+07 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60866 members 
Mstep: Class 2 contains 56511 members 
Entering Unmasked Estep 
Score: -20248072.000000 Penalty: 14299.604492
	Iteration 2Q: 3 clusters Score -2.024807e+07 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61925 members 
Mstep: Class 2 contains 55452 members 
Entering Unmasked Estep 
Score: -20249164.000000 Penalty: 14299.604492
	Iteration 3Q: 3 clusters Score -2.024916e+07 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63517 members 
Mstep: Class 2 contains 53860 members 
Entering Unmasked Estep 
Score: -20250156.000000 Penalty: 14299.604492
	Iteration 4Q: 3 clusters Score -2.025016e+07 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65875 members 
Mstep: Class 2 contains 51502 members 
Entering Unmasked Estep 
Score: -20251476.000000 Penalty: 14299.604492
	Iteration 5Q: 3 clusters Score -2.025148e+07 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69266 members 
Mstep: Class 2 contains 48111 members 
Entering Unmasked Estep 
Score: -20253200.000000 Penalty: 14299.604492
	Iteration 6Q: 3 clusters Score -2.02532e+07 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74144 members 
Mstep: Class 2 contains 43233 members 
Entering Unmasked Estep 
Score: -20255830.000000 Penalty: 14299.604492
	Iteration 7Q: 3 clusters Score -2.025583e+07 nChanged 7166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80888 members 
Mstep: Class 2 contains 36489 members 
Entering Unmasked Estep 
Score: -20260266.000000 Penalty: 14299.604492
	Iteration 8F: 3 clusters Score -2.026027e+07 nChanged 8879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89511 members 
Mstep: Class 2 contains 27866 members 
Entering Unmasked Estep 
Score: -20267370.000000 Penalty: 14299.604492
	Iteration 9F: 3 clusters Score -2.026737e+07 nChanged 9662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98999 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -20276534.000000 Penalty: 14299.604492
	Iteration 10F: 3 clusters Score -2.027653e+07 nChanged 8427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107306 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -20285482.000000 Penalty: 14299.604492
	Iteration 11F: 3 clusters Score -2.028548e+07 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112293 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -20290976.000000 Penalty: 14299.604492
	Iteration 12Q: 3 clusters Score -2.029098e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114362 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -20293142.000000 Penalty: 14299.604492
	Iteration 13Q: 3 clusters Score -2.029314e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115110 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -20294012.000000 Penalty: 14299.604492
	Iteration 14Q: 3 clusters Score -2.029401e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115397 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -20294346.000000 Penalty: 14299.604492
	Iteration 15Q: 3 clusters Score -2.029435e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115512 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -20294522.000000 Penalty: 14299.604492
	Iteration 16Q: 3 clusters Score -2.029452e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115570 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -20294600.000000 Penalty: 14299.604492
	Iteration 17Q: 3 clusters Score -2.02946e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115594 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -20294626.000000 Penalty: 14299.604492
	Iteration 18Q: 3 clusters Score -2.029463e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115601 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -20294614.000000 Penalty: 14299.604492
	Iteration 19Q: 3 clusters Score -2.029461e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115609 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -20294644.000000 Penalty: 14299.604492
	Iteration 20F: 3 clusters Score -2.029464e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115619 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -20294644.000000 Penalty: 14299.604492
	Iteration 21Q: 3 clusters Score -2.029464e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115621 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -20294652.000000 Penalty: 14299.604492
	Iteration 22Q: 3 clusters Score -2.029465e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115621 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -20294658.000000 Penalty: 14299.604492
	Iteration 23Q: 3 clusters Score -2.029466e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115623 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -20294660.000000 Penalty: 14299.604492
	Iteration 24Q: 3 clusters Score -2.029466e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115621 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -20294680.000000 Penalty: 14299.604492
	Iteration 25Q: 3 clusters Score -2.029468e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115621 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -20294674.000000 Penalty: 14299.604492
	Iteration 26Q: 3 clusters Score -2.029467e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115621 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -20294674.000000 Penalty: 14299.604492
	Iteration 27F: 3 clusters Score -2.029467e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (39284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39284 members 
Entering Unmasked Estep 
Score: -6537794.000000 Penalty: 6479.375488
	Iteration 0F: 2 clusters Score -6537794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -6508962.000000 Penalty: 12958.750977
	Iteration 0F: 3 clusters Score -6508962 nChanged 17091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -6518923.000000 Penalty: 12958.750977
	Iteration 1F: 3 clusters Score -6518923 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -6520333.000000 Penalty: 12958.750977
	Iteration 2F: 3 clusters Score -6520333 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -6521510.000000 Penalty: 12958.750977
	Iteration 3F: 3 clusters Score -6521510 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20361 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -6522480.000000 Penalty: 12958.750977
	Iteration 4F: 3 clusters Score -6522480 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -6523395.500000 Penalty: 12958.750977
	Iteration 5Q: 3 clusters Score -6523396 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -6524302.000000 Penalty: 12958.750977
	Iteration 6Q: 3 clusters Score -6524302 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -6525311.000000 Penalty: 12958.750977
	Iteration 7Q: 3 clusters Score -6525311 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -6526171.000000 Penalty: 12958.750977
	Iteration 8Q: 3 clusters Score -6526171 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25494 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -6526956.000000 Penalty: 12958.750977
	Iteration 9Q: 3 clusters Score -6526956 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26454 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -6527547.000000 Penalty: 12958.750977
	Iteration 10Q: 3 clusters Score -6527547 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27249 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -6528001.000000 Penalty: 12958.750977
	Iteration 11Q: 3 clusters Score -6528001 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27961 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -6528270.500000 Penalty: 12958.750977
	Iteration 12Q: 3 clusters Score -6528270 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28588 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -6528488.000000 Penalty: 12958.750977
	Iteration 13Q: 3 clusters Score -6528488 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -6528720.000000 Penalty: 12958.750977
	Iteration 14Q: 3 clusters Score -6528720 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29712 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -6528931.500000 Penalty: 12958.750977
	Iteration 15Q: 3 clusters Score -6528932 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30310 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -6529148.000000 Penalty: 12958.750977
	Iteration 16Q: 3 clusters Score -6529148 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30947 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -6529480.000000 Penalty: 12958.750977
	Iteration 17Q: 3 clusters Score -6529480 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31695 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -6529950.000000 Penalty: 12958.750977
	Iteration 18Q: 3 clusters Score -6529950 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32560 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -6530579.500000 Penalty: 12958.750977
	Iteration 19Q: 3 clusters Score -6530580 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33560 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -6531430.500000 Penalty: 12958.750977
	Iteration 20F: 3 clusters Score -6531430 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34567 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -6532289.000000 Penalty: 12958.750977
	Iteration 21Q: 3 clusters Score -6532289 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35439 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -6532966.000000 Penalty: 12958.750977
	Iteration 22Q: 3 clusters Score -6532966 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36076 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -6533385.500000 Penalty: 12958.750977
	Iteration 23Q: 3 clusters Score -6533386 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36535 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -6533692.000000 Penalty: 12958.750977
	Iteration 24Q: 3 clusters Score -6533692 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36849 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -6533894.000000 Penalty: 12958.750977
	Iteration 25Q: 3 clusters Score -6533894 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37091 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -6534065.500000 Penalty: 12958.750977
	Iteration 26Q: 3 clusters Score -6534066 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37232 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -6534145.500000 Penalty: 12958.750977
	Iteration 27Q: 3 clusters Score -6534146 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37339 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -6534244.500000 Penalty: 12958.750977
	Iteration 28Q: 3 clusters Score -6534244 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37406 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -6534269.000000 Penalty: 12958.750977
	Iteration 29Q: 3 clusters Score -6534269 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37451 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -6534267.000000 Penalty: 12958.750977
	Iteration 30Q: 3 clusters Score -6534267 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37488 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -6534282.500000 Penalty: 12958.750977
	Iteration 31Q: 3 clusters Score -6534282 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37518 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -6534292.500000 Penalty: 12958.750977
	Iteration 32Q: 3 clusters Score -6534292 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37538 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -6534296.000000 Penalty: 12958.750977
	Iteration 33Q: 3 clusters Score -6534296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37554 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -6534320.500000 Penalty: 12958.750977
	Iteration 34Q: 3 clusters Score -6534320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37568 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -6534332.000000 Penalty: 12958.750977
	Iteration 35Q: 3 clusters Score -6534332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37576 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -6534328.000000 Penalty: 12958.750977
	Iteration 36Q: 3 clusters Score -6534328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37582 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -6534335.000000 Penalty: 12958.750977
	Iteration 37Q: 3 clusters Score -6534335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37592 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -6534338.000000 Penalty: 12958.750977
	Iteration 38Q: 3 clusters Score -6534338 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37608 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -6534359.000000 Penalty: 12958.750977
	Iteration 39Q: 3 clusters Score -6534359 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37623 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -6534354.000000 Penalty: 12958.750977
	Iteration 40F: 3 clusters Score -6534354 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37640 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -6534368.500000 Penalty: 12958.750977
	Iteration 41Q: 3 clusters Score -6534368 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37654 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -6534380.500000 Penalty: 12958.750977
	Iteration 42Q: 3 clusters Score -6534380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37661 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -6534386.000000 Penalty: 12958.750977
	Iteration 43Q: 3 clusters Score -6534386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37669 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -6534398.000000 Penalty: 12958.750977
	Iteration 44Q: 3 clusters Score -6534398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37676 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -6534405.500000 Penalty: 12958.750977
	Iteration 45Q: 3 clusters Score -6534406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37683 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -6534417.500000 Penalty: 12958.750977
	Iteration 46Q: 3 clusters Score -6534418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37687 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -6534422.500000 Penalty: 12958.750977
	Iteration 47Q: 3 clusters Score -6534422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37690 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -6534420.500000 Penalty: 12958.750977
	Iteration 48Q: 3 clusters Score -6534420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37693 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -6534415.500000 Penalty: 12958.750977
	Iteration 49Q: 3 clusters Score -6534416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37693 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -6534423.000000 Penalty: 12958.750977
	Iteration 50Q: 3 clusters Score -6534423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37697 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -6534429.000000 Penalty: 12958.750977
	Iteration 51Q: 3 clusters Score -6534429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37698 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -6534422.000000 Penalty: 12958.750977
	Iteration 52Q: 3 clusters Score -6534422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37700 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -6534425.500000 Penalty: 12958.750977
	Iteration 53Q: 3 clusters Score -6534426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37703 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -6534427.000000 Penalty: 12958.750977
	Iteration 54Q: 3 clusters Score -6534427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37706 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -6534424.500000 Penalty: 12958.750977
	Iteration 55Q: 3 clusters Score -6534424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37709 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -6534431.000000 Penalty: 12958.750977
	Iteration 56Q: 3 clusters Score -6534431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37711 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -6534427.000000 Penalty: 12958.750977
	Iteration 57Q: 3 clusters Score -6534427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37711 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -6534438.000000 Penalty: 12958.750977
	Iteration 58Q: 3 clusters Score -6534438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37713 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -6534440.000000 Penalty: 12958.750977
	Iteration 59Q: 3 clusters Score -6534440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37714 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -6534443.000000 Penalty: 12958.750977
	Iteration 60F: 3 clusters Score -6534443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Entering Unmasked Estep 
Score: -463749.343750 Penalty: 4873.770996
	Iteration 0F: 2 clusters Score -463749.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -458187.906250 Penalty: 9747.541992
	Iteration 0F: 3 clusters Score -458187.9 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -459056.125000 Penalty: 9747.541992
	Iteration 1F: 3 clusters Score -459056.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -459485.750000 Penalty: 9747.541992
	Iteration 2F: 3 clusters Score -459485.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -459770.937500 Penalty: 9747.541992
	Iteration 3F: 3 clusters Score -459770.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -460011.718750 Penalty: 9747.541992
	Iteration 4Q: 3 clusters Score -460011.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -460378.437500 Penalty: 9747.541992
	Iteration 5Q: 3 clusters Score -460378.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -460655.312500 Penalty: 9747.541992
	Iteration 6Q: 3 clusters Score -460655.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -460907.312500 Penalty: 9747.541992
	Iteration 7Q: 3 clusters Score -460907.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -461093.343750 Penalty: 9747.541992
	Iteration 8Q: 3 clusters Score -461093.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -461264.937500 Penalty: 9747.541992
	Iteration 9Q: 3 clusters Score -461264.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -461415.906250 Penalty: 9747.541992
	Iteration 10Q: 3 clusters Score -461415.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -461554.500000 Penalty: 9747.541992
	Iteration 11Q: 3 clusters Score -461554.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -461684.468750 Penalty: 9747.541992
	Iteration 12Q: 3 clusters Score -461684.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -461818.000000 Penalty: 9747.541992
	Iteration 13Q: 3 clusters Score -461818 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -461921.281250 Penalty: 9747.541992
	Iteration 14Q: 3 clusters Score -461921.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -462010.500000 Penalty: 9747.541992
	Iteration 15Q: 3 clusters Score -462010.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -462119.500000 Penalty: 9747.541992
	Iteration 16Q: 3 clusters Score -462119.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -462210.062500 Penalty: 9747.541992
	Iteration 17Q: 3 clusters Score -462210.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -462284.468750 Penalty: 9747.541992
	Iteration 18Q: 3 clusters Score -462284.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -462294.437500 Penalty: 9747.541992
	Iteration 19Q: 3 clusters Score -462294.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -462299.437500 Penalty: 9747.541992
	Iteration 20F: 3 clusters Score -462299.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -462308.218750 Penalty: 9747.541992
	Iteration 21Q: 3 clusters Score -462308.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -462315.937500 Penalty: 9747.541992
	Iteration 22Q: 3 clusters Score -462315.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -462320.875000 Penalty: 9747.541992
	Iteration 23Q: 3 clusters Score -462320.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -462322.468750 Penalty: 9747.541992
	Iteration 24Q: 3 clusters Score -462322.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -462322.468750 Penalty: 9747.541992
	Iteration 25F: 3 clusters Score -462322.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (38767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38767 members 
Entering Unmasked Estep 
Score: -6509977.000000 Penalty: 6471.261230
	Iteration 0F: 2 clusters Score -6509977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -6481537.000000 Penalty: 12942.522461
	Iteration 0F: 3 clusters Score -6481537 nChanged 16781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -6490225.500000 Penalty: 12942.522461
	Iteration 1F: 3 clusters Score -6490226 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -6491140.500000 Penalty: 12942.522461
	Iteration 2F: 3 clusters Score -6491140 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -6492020.500000 Penalty: 12942.522461
	Iteration 3F: 3 clusters Score -6492020 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -6493317.500000 Penalty: 12942.522461
	Iteration 4Q: 3 clusters Score -6493318 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -6495252.500000 Penalty: 12942.522461
	Iteration 5F: 3 clusters Score -6495252 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -6497597.500000 Penalty: 12942.522461
	Iteration 6F: 3 clusters Score -6497598 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -6500212.500000 Penalty: 12942.522461
	Iteration 7F: 3 clusters Score -6500212 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -6502621.000000 Penalty: 12942.522461
	Iteration 8F: 3 clusters Score -6502621 nChanged 2262
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25229 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 25480 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 25253 members 
Mstep: Class 2 contains 13514 members 
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Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 13694 members 
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Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24723 members 
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Mstep: Class 1 contains 24485 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 24379 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -6505878 nChanged 96
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Mstep: Class 1 contains 24176 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -6505870 nChanged 82
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Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 14746 members 
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	Iteration 22Q: 3 clusters Score -6505880 nChanged 101
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Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6505891 nChanged 74
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Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -6505915 nChanged 79
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Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -6505933 nChanged 74
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Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23597 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6505934 nChanged 52
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Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 15220 members 
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	Iteration 29Q: 3 clusters Score -6505956 nChanged 58
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Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 15278 members 
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	Iteration 30Q: 3 clusters Score -6505956 nChanged 65
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Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 15341 members 
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	Iteration 31Q: 3 clusters Score -6505956 nChanged 58
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Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6505943 nChanged 52
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Mstep: Class 1 contains 23322 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 23280 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 23112 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 23057 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 22939 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 22877 members 
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Mstep: Class 1 contains 22831 members 
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Mstep: Class 1 contains 22611 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 22569 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6506067 nChanged 42
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Mstep: Class 1 contains 22527 members 
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Mstep: Class 1 contains 22496 members 
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Mstep: Class 1 contains 22466 members 
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Mstep: Class 1 contains 22438 members 
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Mstep: Class 1 contains 22409 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6506098 nChanged 20
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Mstep: Class 1 contains 22389 members 
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	Iteration 54Q: 3 clusters Score -6506094 nChanged 12
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	Iteration 55Q: 3 clusters Score -6506090 nChanged 13
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Mstep: Class 1 contains 22364 members 
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	Iteration 56Q: 3 clusters Score -6506102 nChanged 12
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Mstep: Class 1 contains 22352 members 
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	Iteration 57Q: 3 clusters Score -6506088 nChanged 10
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	Iteration 58Q: 3 clusters Score -6506087 nChanged 9
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	Iteration 59Q: 3 clusters Score -6506092 nChanged 10
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Mstep: Class 1 contains 22327 members 
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	Iteration 60F: 3 clusters Score -6506094 nChanged 7
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	Iteration 61Q: 3 clusters Score -6506093 nChanged 9
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	Iteration 62Q: 3 clusters Score -6506100 nChanged 14
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	Iteration 63Q: 3 clusters Score -6506093 nChanged 15
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	Iteration 64Q: 3 clusters Score -6506085 nChanged 18
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	Iteration 65Q: 3 clusters Score -6506089 nChanged 18
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	Iteration 66Q: 3 clusters Score -6506088 nChanged 14
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Mstep: Class 1 contains 22232 members 
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	Iteration 67Q: 3 clusters Score -6506103 nChanged 17
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	Iteration 68Q: 3 clusters Score -6506104 nChanged 11
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	Iteration 69Q: 3 clusters Score -6506103 nChanged 14
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	Iteration 70Q: 3 clusters Score -6506094 nChanged 14
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	Iteration 71Q: 3 clusters Score -6506100 nChanged 20
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	Iteration 72Q: 3 clusters Score -6506105 nChanged 17
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Mstep: Class 1 contains 22141 members 
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	Iteration 73Q: 3 clusters Score -6506116 nChanged 15
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	Iteration 74Q: 3 clusters Score -6506126 nChanged 10
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	Iteration 75Q: 3 clusters Score -6506129 nChanged 6
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	Iteration 76Q: 3 clusters Score -6506128 nChanged 3
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	Iteration 77Q: 3 clusters Score -6506126 nChanged 5
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	Iteration 78Q: 3 clusters Score -6506120 nChanged 5
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	Iteration 79Q: 3 clusters Score -6506116 nChanged 1
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	Iteration 80F: 3 clusters Score -6506119 nChanged 2
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	Iteration 81Q: 3 clusters Score -6506118 nChanged 5
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	Iteration 82Q: 3 clusters Score -6506126 nChanged 10
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	Iteration 83Q: 3 clusters Score -6506116 nChanged 10
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	Iteration 84Q: 3 clusters Score -6506120 nChanged 3
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	Iteration 85Q: 3 clusters Score -6506124 nChanged 3
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	Iteration 86Q: 3 clusters Score -6506115 nChanged 3
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	Iteration 87Q: 3 clusters Score -6506124 nChanged 1
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	Iteration 88Q: 3 clusters Score -6506124 nChanged 4
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	Iteration 89Q: 3 clusters Score -6506128 nChanged 6
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	Iteration 90Q: 3 clusters Score -6506124 nChanged 8
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	Iteration 91Q: 3 clusters Score -6506122 nChanged 11
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	Iteration 93Q: 3 clusters Score -6506114 nChanged 6
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	Iteration 94Q: 3 clusters Score -6506116 nChanged 5
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	Iteration 95Q: 3 clusters Score -6506114 nChanged 5
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	Iteration 96Q: 3 clusters Score -6506122 nChanged 10
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	Iteration 97Q: 3 clusters Score -6506120 nChanged 11
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	Iteration 98Q: 3 clusters Score -6506124 nChanged 15
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	Iteration 99Q: 3 clusters Score -6506122 nChanged 14
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	Iteration 100F: 3 clusters Score -6506113 nChanged 10
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	Iteration 101Q: 3 clusters Score -6506116 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6506122 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6506112 nChanged 16
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Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6506122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6506130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6506129 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6506121 nChanged 14
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Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6506118 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -6506115 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6506116 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6506120 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21807 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6506123 nChanged 15
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Mstep: Class 1 contains 21792 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -6506120 nChanged 14
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Mstep: Class 1 contains 21778 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6506114 nChanged 15
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Mstep: Class 1 contains 21763 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -6506126 nChanged 17
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Mstep: Class 1 contains 21746 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -6506110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -6506116 nChanged 11
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Mstep: Class 1 contains 21722 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -6506120 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21715 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -6506118 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21706 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -6506124 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21701 members 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -6506130 nChanged 7
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Mstep: Class 1 contains 21694 members 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -6506128 nChanged 5
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Mstep: Class 1 contains 21689 members 
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -6506130 nChanged 6
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Mstep: Class 1 contains 21683 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -6506127 nChanged 9
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Mstep: Class 1 contains 21674 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -6506130 nChanged 7
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Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -6506139 nChanged 7
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Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -6506142 nChanged 8
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Mstep: Class 1 contains 21654 members 
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -6506136 nChanged 8
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Mstep: Class 1 contains 21646 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 21640 members 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -6506138 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -6506140 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -6506144 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21622 members 
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -6506138 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -6506128 nChanged 6
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Mstep: Class 1 contains 21611 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -6506132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -6506126 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21590 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -6506132 nChanged 15
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Mstep: Class 1 contains 21575 members 
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	Iteration 138Q: 3 clusters Score -6506138 nChanged 11
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Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -6506150 nChanged 11
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Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -6506140 nChanged 15
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Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -6506140 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21521 members 
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Entering Unmasked Estep 
Score: -6506141.000000 Penalty: 12942.522461
	Iteration 142Q: 3 clusters Score -6506141 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -6506154 nChanged 12
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Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 17271 members 
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	Iteration 144Q: 3 clusters Score -6506153 nChanged 9
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Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -6506153 nChanged 6
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Mstep: Class 1 contains 21481 members 
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -6506162 nChanged 6
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Mstep: Class 1 contains 21475 members 
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -6506154 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -6506157 nChanged 7
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Mstep: Class 1 contains 21462 members 
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	Iteration 149Q: 3 clusters Score -6506158 nChanged 11
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Mstep: Class 1 contains 21453 members 
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	Iteration 150Q: 3 clusters Score -6506152 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21445 members 
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Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -6506152 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21434 members 
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Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -6506152 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21421 members 
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Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -6506142 nChanged 12
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Mstep: Class 1 contains 21409 members 
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Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -6506140 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 17375 members 
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	Iteration 155Q: 3 clusters Score -6506139 nChanged 18
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Mstep: Class 1 contains 21374 members 
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Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -6506146 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21360 members 
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	Iteration 157Q: 3 clusters Score -6506156 nChanged 15
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Mstep: Class 1 contains 21345 members 
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	Iteration 158Q: 3 clusters Score -6506158 nChanged 12
Entering Unmasked Mstep 
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	Iteration 159Q: 3 clusters Score -6506152 nChanged 12
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Mstep: Class 1 contains 21321 members 
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Entering Unmasked Estep 
Score: -6506148.000000 Penalty: 12942.522461
	Iteration 160F: 3 clusters Score -6506148 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21305 members 
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	Iteration 161Q: 3 clusters Score -6506147 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -6506154 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -6506150 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21255 members 
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	Iteration 164Q: 3 clusters Score -6506148 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21245 members 
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	Iteration 165Q: 3 clusters Score -6506148 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21239 members 
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	Iteration 166Q: 3 clusters Score -6506150 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21230 members 
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Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -6506150 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21216 members 
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Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -6506158 nChanged 14
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -6506157 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -6506155 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21173 members 
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Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -6506150 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -6506158 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -6506159 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21139 members 
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	Iteration 174Q: 3 clusters Score -6506154 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21132 members 
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	Iteration 175Q: 3 clusters Score -6506157 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 17645 members 
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	Iteration 176Q: 3 clusters Score -6506155 nChanged 10
Entering Unmasked Mstep 
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	Iteration 177Q: 3 clusters Score -6506170 nChanged 12
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Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -6506160 nChanged 9
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Mstep: Class 2 contains 17676 members 
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	Iteration 179Q: 3 clusters Score -6506166 nChanged 7
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	Iteration 180F: 3 clusters Score -6506160 nChanged 12
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	Iteration 181Q: 3 clusters Score -6506173 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -6506176 nChanged 13
Entering Unmasked Mstep 
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	Iteration 183Q: 3 clusters Score -6506182 nChanged 14
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	Iteration 184Q: 3 clusters Score -6506188 nChanged 17
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	Iteration 185Q: 3 clusters Score -6506198 nChanged 12
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Mstep: Class 1 contains 21009 members 
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	Iteration 186Q: 3 clusters Score -6506196 nChanged 12
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	Iteration 187Q: 3 clusters Score -6506196 nChanged 15
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	Iteration 188Q: 3 clusters Score -6506202 nChanged 19
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	Iteration 189Q: 3 clusters Score -6506202 nChanged 17
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	Iteration 190Q: 3 clusters Score -6506200 nChanged 14
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	Iteration 191Q: 3 clusters Score -6506208 nChanged 11
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	Iteration 192Q: 3 clusters Score -6506204 nChanged 13
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	Iteration 193Q: 3 clusters Score -6506198 nChanged 7
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	Iteration 194Q: 3 clusters Score -6506203 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -6506198.500000 Penalty: 12942.522461
	Iteration 195Q: 3 clusters Score -6506198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -6506207.000000 Penalty: 12942.522461
	Iteration 196Q: 3 clusters Score -6506207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -6506209.000000 Penalty: 12942.522461
	Iteration 197Q: 3 clusters Score -6506209 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -6506203.500000 Penalty: 12942.522461
	Iteration 198Q: 3 clusters Score -6506204 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -6506208.500000 Penalty: 12942.522461
	Iteration 199Q: 3 clusters Score -6506208 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -6506206.500000 Penalty: 12942.522461
	Iteration 200F: 3 clusters Score -6506206 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -6506212.000000 Penalty: 12942.522461
	Iteration 201Q: 3 clusters Score -6506212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -6506217.000000 Penalty: 12942.522461
	Iteration 202Q: 3 clusters Score -6506217 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -6506222.500000 Penalty: 12942.522461
	Iteration 203Q: 3 clusters Score -6506222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -6506223.500000 Penalty: 12942.522461
	Iteration 204Q: 3 clusters Score -6506224 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -6506231.000000 Penalty: 12942.522461
	Iteration 205Q: 3 clusters Score -6506231 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -6506221.000000 Penalty: 12942.522461
	Iteration 206Q: 3 clusters Score -6506221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -6506230.000000 Penalty: 12942.522461
	Iteration 207Q: 3 clusters Score -6506230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -6506239.000000 Penalty: 12942.522461
	Iteration 208Q: 3 clusters Score -6506239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -6506231.000000 Penalty: 12942.522461
	Iteration 209Q: 3 clusters Score -6506231 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -6506231.000000 Penalty: 12942.522461
	Iteration 210Q: 3 clusters Score -6506231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -6506231.500000 Penalty: 12942.522461
	Iteration 211Q: 3 clusters Score -6506232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -6506236.500000 Penalty: 12942.522461
	Iteration 212Q: 3 clusters Score -6506236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -6506237.500000 Penalty: 12942.522461
	Iteration 213Q: 3 clusters Score -6506238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -6506233.000000 Penalty: 12942.522461
	Iteration 214Q: 3 clusters Score -6506233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -6506229.000000 Penalty: 12942.522461
	Iteration 215Q: 3 clusters Score -6506229 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -6506223.000000 Penalty: 12942.522461
	Iteration 216Q: 3 clusters Score -6506223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -6506226.500000 Penalty: 12942.522461
	Iteration 217Q: 3 clusters Score -6506226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -6506234.000000 Penalty: 12942.522461
	Iteration 218Q: 3 clusters Score -6506234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -6506239.000000 Penalty: 12942.522461
	Iteration 219Q: 3 clusters Score -6506239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -6506244.500000 Penalty: 12942.522461
	Iteration 220F: 3 clusters Score -6506244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -6506235.000000 Penalty: 12942.522461
	Iteration 221Q: 3 clusters Score -6506235 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -6506248.000000 Penalty: 12942.522461
	Iteration 222Q: 3 clusters Score -6506248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -6506250.000000 Penalty: 12942.522461
	Iteration 223Q: 3 clusters Score -6506250 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -6506256.500000 Penalty: 12942.522461
	Iteration 224Q: 3 clusters Score -6506256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -6506262.500000 Penalty: 12942.522461
	Iteration 225Q: 3 clusters Score -6506262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -6506257.000000 Penalty: 12942.522461
	Iteration 226Q: 3 clusters Score -6506257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -6506258.500000 Penalty: 12942.522461
	Iteration 227Q: 3 clusters Score -6506258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -6506256.500000 Penalty: 12942.522461
	Iteration 228Q: 3 clusters Score -6506256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -6506251.500000 Penalty: 12942.522461
	Iteration 229Q: 3 clusters Score -6506252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -6506253.500000 Penalty: 12942.522461
	Iteration 230Q: 3 clusters Score -6506254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -6506253.500000 Penalty: 12942.522461
	Iteration 231F: 3 clusters Score -6506254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (32110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32110 members 
Entering Unmasked Estep 
Score: -5304014.500000 Penalty: 6355.865234
	Iteration 0F: 2 clusters Score -5304014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -5279746.500000 Penalty: 12711.730469
	Iteration 0F: 3 clusters Score -5279746 nChanged 13696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -5287110.500000 Penalty: 12711.730469
	Iteration 1F: 3 clusters Score -5287110 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -5288035.000000 Penalty: 12711.730469
	Iteration 2F: 3 clusters Score -5288035 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -5288714.500000 Penalty: 12711.730469
	Iteration 3F: 3 clusters Score -5288714 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -5289257.000000 Penalty: 12711.730469
	Iteration 4Q: 3 clusters Score -5289257 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -5289671.500000 Penalty: 12711.730469
	Iteration 5Q: 3 clusters Score -5289672 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -5290062.500000 Penalty: 12711.730469
	Iteration 6Q: 3 clusters Score -5290062 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -5290416.500000 Penalty: 12711.730469
	Iteration 7Q: 3 clusters Score -5290416 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -5290715.500000 Penalty: 12711.730469
	Iteration 8Q: 3 clusters Score -5290716 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -5291009.000000 Penalty: 12711.730469
	Iteration 9Q: 3 clusters Score -5291009 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -5291370.000000 Penalty: 12711.730469
	Iteration 10Q: 3 clusters Score -5291370 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -5291765.500000 Penalty: 12711.730469
	Iteration 11Q: 3 clusters Score -5291766 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -5292226.500000 Penalty: 12711.730469
	Iteration 12Q: 3 clusters Score -5292226 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -5292754.500000 Penalty: 12711.730469
	Iteration 13Q: 3 clusters Score -5292754 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -5293332.500000 Penalty: 12711.730469
	Iteration 14Q: 3 clusters Score -5293332 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -5294014.000000 Penalty: 12711.730469
	Iteration 15Q: 3 clusters Score -5294014 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25125 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -5294749.500000 Penalty: 12711.730469
	Iteration 16Q: 3 clusters Score -5294750 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -5295470.500000 Penalty: 12711.730469
	Iteration 17Q: 3 clusters Score -5295470 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26996 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -5296116.500000 Penalty: 12711.730469
	Iteration 18Q: 3 clusters Score -5296116 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27732 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -5296648.500000 Penalty: 12711.730469
	Iteration 19Q: 3 clusters Score -5296648 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28328 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -5297065.000000 Penalty: 12711.730469
	Iteration 20F: 3 clusters Score -5297065 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28797 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -5297357.500000 Penalty: 12711.730469
	Iteration 21Q: 3 clusters Score -5297358 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29150 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -5297566.000000 Penalty: 12711.730469
	Iteration 22Q: 3 clusters Score -5297566 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -5297730.000000 Penalty: 12711.730469
	Iteration 23Q: 3 clusters Score -5297730 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29625 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -5297884.500000 Penalty: 12711.730469
	Iteration 24Q: 3 clusters Score -5297884 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29809 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -5297990.500000 Penalty: 12711.730469
	Iteration 25Q: 3 clusters Score -5297990 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29959 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -5298086.500000 Penalty: 12711.730469
	Iteration 26Q: 3 clusters Score -5298086 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30082 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -5298163.500000 Penalty: 12711.730469
	Iteration 27Q: 3 clusters Score -5298164 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30168 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -5298213.500000 Penalty: 12711.730469
	Iteration 28Q: 3 clusters Score -5298214 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30254 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -5298274.500000 Penalty: 12711.730469
	Iteration 29Q: 3 clusters Score -5298274 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30321 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -5298310.000000 Penalty: 12711.730469
	Iteration 30Q: 3 clusters Score -5298310 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30367 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -5298355.000000 Penalty: 12711.730469
	Iteration 31Q: 3 clusters Score -5298355 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30394 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -5298367.000000 Penalty: 12711.730469
	Iteration 32Q: 3 clusters Score -5298367 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30427 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -5298391.500000 Penalty: 12711.730469
	Iteration 33Q: 3 clusters Score -5298392 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30452 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -5298408.500000 Penalty: 12711.730469
	Iteration 34Q: 3 clusters Score -5298408 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30470 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -5298422.500000 Penalty: 12711.730469
	Iteration 35Q: 3 clusters Score -5298422 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30486 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -5298425.000000 Penalty: 12711.730469
	Iteration 36Q: 3 clusters Score -5298425 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30497 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -5298429.000000 Penalty: 12711.730469
	Iteration 37Q: 3 clusters Score -5298429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30504 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -5298436.000000 Penalty: 12711.730469
	Iteration 38Q: 3 clusters Score -5298436 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30515 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -5298442.000000 Penalty: 12711.730469
	Iteration 39Q: 3 clusters Score -5298442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30526 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -5298450.500000 Penalty: 12711.730469
	Iteration 40F: 3 clusters Score -5298450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30538 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -5298448.500000 Penalty: 12711.730469
	Iteration 41Q: 3 clusters Score -5298448 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30549 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -5298450.500000 Penalty: 12711.730469
	Iteration 42Q: 3 clusters Score -5298450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30557 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -5298461.000000 Penalty: 12711.730469
	Iteration 43Q: 3 clusters Score -5298461 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30563 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -5298461.500000 Penalty: 12711.730469
	Iteration 44Q: 3 clusters Score -5298462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30569 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -5298466.000000 Penalty: 12711.730469
	Iteration 45Q: 3 clusters Score -5298466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30579 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -5298478.500000 Penalty: 12711.730469
	Iteration 46Q: 3 clusters Score -5298478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30587 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -5298477.500000 Penalty: 12711.730469
	Iteration 47Q: 3 clusters Score -5298478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30591 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -5298488.500000 Penalty: 12711.730469
	Iteration 48Q: 3 clusters Score -5298488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30600 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -5298493.500000 Penalty: 12711.730469
	Iteration 49Q: 3 clusters Score -5298494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30607 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -5298500.500000 Penalty: 12711.730469
	Iteration 50Q: 3 clusters Score -5298500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30615 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -5298504.000000 Penalty: 12711.730469
	Iteration 51Q: 3 clusters Score -5298504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30619 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -5298505.000000 Penalty: 12711.730469
	Iteration 52Q: 3 clusters Score -5298505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30624 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -5298509.500000 Penalty: 12711.730469
	Iteration 53Q: 3 clusters Score -5298510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30627 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -5298514.500000 Penalty: 12711.730469
	Iteration 54Q: 3 clusters Score -5298514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30630 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -5298514.000000 Penalty: 12711.730469
	Iteration 55Q: 3 clusters Score -5298514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30633 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -5298518.500000 Penalty: 12711.730469
	Iteration 56Q: 3 clusters Score -5298518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30635 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -5298519.500000 Penalty: 12711.730469
	Iteration 57Q: 3 clusters Score -5298520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30636 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -5298517.000000 Penalty: 12711.730469
	Iteration 58Q: 3 clusters Score -5298517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30638 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -5298517.500000 Penalty: 12711.730469
	Iteration 59Q: 3 clusters Score -5298518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30640 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -5298520.500000 Penalty: 12711.730469
	Iteration 60F: 3 clusters Score -5298520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30642 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -5298520.000000 Penalty: 12711.730469
	Iteration 61Q: 3 clusters Score -5298520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30645 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -5298522.000000 Penalty: 12711.730469
	Iteration 62Q: 3 clusters Score -5298522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30648 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -5298517.000000 Penalty: 12711.730469
	Iteration 63Q: 3 clusters Score -5298517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30652 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -5298522.000000 Penalty: 12711.730469
	Iteration 64Q: 3 clusters Score -5298522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30660 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -5298532.000000 Penalty: 12711.730469
	Iteration 65Q: 3 clusters Score -5298532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30666 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -5298538.500000 Penalty: 12711.730469
	Iteration 66Q: 3 clusters Score -5298538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30669 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -5298544.500000 Penalty: 12711.730469
	Iteration 67Q: 3 clusters Score -5298544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30674 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -5298546.500000 Penalty: 12711.730469
	Iteration 68Q: 3 clusters Score -5298546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30676 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -5298545.000000 Penalty: 12711.730469
	Iteration 69Q: 3 clusters Score -5298545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30678 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -5298544.000000 Penalty: 12711.730469
	Iteration 70Q: 3 clusters Score -5298544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30680 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -5298548.000000 Penalty: 12711.730469
	Iteration 71Q: 3 clusters Score -5298548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30684 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -5298545.500000 Penalty: 12711.730469
	Iteration 72Q: 3 clusters Score -5298546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30685 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -5298539.000000 Penalty: 12711.730469
	Iteration 73Q: 3 clusters Score -5298539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -5298549.500000 Penalty: 12711.730469
	Iteration 74Q: 3 clusters Score -5298550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30692 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -5298552.000000 Penalty: 12711.730469
	Iteration 75Q: 3 clusters Score -5298552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30691 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -5298547.500000 Penalty: 12711.730469
	Iteration 76Q: 3 clusters Score -5298548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30691 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -5298547.500000 Penalty: 12711.730469
	Iteration 77F: 3 clusters Score -5298548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (80029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80029 members 
Entering Unmasked Estep 
Score: -13745720.000000 Penalty: 6915.213379
	Iteration 0F: 2 clusters Score -1.374572e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40182 members 
Mstep: Class 2 contains 39847 members 
Entering Unmasked Estep 
Score: -13690740.000000 Penalty: 13830.426758
	Iteration 0F: 3 clusters Score -1.369074e+07 nChanged 36154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41424 members 
Mstep: Class 2 contains 38605 members 
Entering Unmasked Estep 
Score: -13710271.000000 Penalty: 13830.426758
	Iteration 1F: 3 clusters Score -1.371027e+07 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42095 members 
Mstep: Class 2 contains 37934 members 
Entering Unmasked Estep 
Score: -13711273.000000 Penalty: 13830.426758
	Iteration 2Q: 3 clusters Score -1.371127e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43115 members 
Mstep: Class 2 contains 36914 members 
Entering Unmasked Estep 
Score: -13712293.000000 Penalty: 13830.426758
	Iteration 3Q: 3 clusters Score -1.371229e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44594 members 
Mstep: Class 2 contains 35435 members 
Entering Unmasked Estep 
Score: -13713352.000000 Penalty: 13830.426758
	Iteration 4Q: 3 clusters Score -1.371335e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46555 members 
Mstep: Class 2 contains 33474 members 
Entering Unmasked Estep 
Score: -13714563.000000 Penalty: 13830.426758
	Iteration 5Q: 3 clusters Score -1.371456e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49114 members 
Mstep: Class 2 contains 30915 members 
Entering Unmasked Estep 
Score: -13715971.000000 Penalty: 13830.426758
	Iteration 6Q: 3 clusters Score -1.371597e+07 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52375 members 
Mstep: Class 2 contains 27654 members 
Entering Unmasked Estep 
Score: -13717879.000000 Penalty: 13830.426758
	Iteration 7Q: 3 clusters Score -1.371788e+07 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56326 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -13720506.000000 Penalty: 13830.426758
	Iteration 8F: 3 clusters Score -1.372051e+07 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60911 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -13723805.000000 Penalty: 13830.426758
	Iteration 9F: 3 clusters Score -1.37238e+07 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65834 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -13727657.000000 Penalty: 13830.426758
	Iteration 10F: 3 clusters Score -1.372766e+07 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70583 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -13731777.000000 Penalty: 13830.426758
	Iteration 11F: 3 clusters Score -1.373178e+07 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74310 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -13735039.000000 Penalty: 13830.426758
	Iteration 12Q: 3 clusters Score -1.373504e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76712 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -13737079.000000 Penalty: 13830.426758
	Iteration 13Q: 3 clusters Score -1.373708e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78027 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -13738293.000000 Penalty: 13830.426758
	Iteration 14Q: 3 clusters Score -1.373829e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78642 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -13738847.000000 Penalty: 13830.426758
	Iteration 15Q: 3 clusters Score -1.373885e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78915 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -13739105.000000 Penalty: 13830.426758
	Iteration 16Q: 3 clusters Score -1.37391e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79064 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -13739271.000000 Penalty: 13830.426758
	Iteration 17Q: 3 clusters Score -1.373927e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79156 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -13739370.000000 Penalty: 13830.426758
	Iteration 18Q: 3 clusters Score -1.373937e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79201 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -13739405.000000 Penalty: 13830.426758
	Iteration 19Q: 3 clusters Score -1.37394e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79234 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -13739451.000000 Penalty: 13830.426758
	Iteration 20F: 3 clusters Score -1.373945e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79258 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -13739491.000000 Penalty: 13830.426758
	Iteration 21Q: 3 clusters Score -1.373949e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79279 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -13739512.000000 Penalty: 13830.426758
	Iteration 22Q: 3 clusters Score -1.373951e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79286 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -13739517.000000 Penalty: 13830.426758
	Iteration 23Q: 3 clusters Score -1.373952e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79292 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -13739510.000000 Penalty: 13830.426758
	Iteration 24Q: 3 clusters Score -1.373951e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79296 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -13739520.000000 Penalty: 13830.426758
	Iteration 25Q: 3 clusters Score -1.373952e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79301 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -13739529.000000 Penalty: 13830.426758
	Iteration 26Q: 3 clusters Score -1.373953e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79304 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -13739528.000000 Penalty: 13830.426758
	Iteration 27Q: 3 clusters Score -1.373953e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79307 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -13739527.000000 Penalty: 13830.426758
	Iteration 28Q: 3 clusters Score -1.373953e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79311 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -13739548.000000 Penalty: 13830.426758
	Iteration 29Q: 3 clusters Score -1.373955e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79315 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -13739547.000000 Penalty: 13830.426758
	Iteration 30Q: 3 clusters Score -1.373955e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79317 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -13739564.000000 Penalty: 13830.426758
	Iteration 31Q: 3 clusters Score -1.373956e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79324 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -13739573.000000 Penalty: 13830.426758
	Iteration 32Q: 3 clusters Score -1.373957e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79329 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -13739588.000000 Penalty: 13830.426758
	Iteration 33Q: 3 clusters Score -1.373959e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79333 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -13739583.000000 Penalty: 13830.426758
	Iteration 34Q: 3 clusters Score -1.373958e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79335 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -13739601.000000 Penalty: 13830.426758
	Iteration 35Q: 3 clusters Score -1.37396e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79336 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -13739601.000000 Penalty: 13830.426758
	Iteration 36Q: 3 clusters Score -1.37396e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79337 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -13739589.000000 Penalty: 13830.426758
	Iteration 37Q: 3 clusters Score -1.373959e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79337 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -13739589.000000 Penalty: 13830.426758
	Iteration 38F: 3 clusters Score -1.373959e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (514114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514114 members 
Entering Unmasked Estep 
Score: -88224992.000000 Penalty: 8054.497559
	Iteration 0F: 2 clusters Score -8.822499e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257724 members 
Mstep: Class 2 contains 256390 members 
Entering Unmasked Estep 
Score: -87910176.000000 Penalty: 16108.995117
	Iteration 0F: 3 clusters Score -8.791018e+07 nChanged 247114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268980 members 
Mstep: Class 2 contains 245134 members 
Entering Unmasked Estep 
Score: -88053760.000000 Penalty: 16108.995117
	Iteration 1F: 3 clusters Score -8.805376e+07 nChanged 13243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276279 members 
Mstep: Class 2 contains 237835 members 
Entering Unmasked Estep 
Score: -88056728.000000 Penalty: 16108.995117
	Iteration 2Q: 3 clusters Score -8.805673e+07 nChanged 15284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287563 members 
Mstep: Class 2 contains 226551 members 
Entering Unmasked Estep 
Score: -88060704.000000 Penalty: 16108.995117
	Iteration 3Q: 3 clusters Score -8.80607e+07 nChanged 19469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304714 members 
Mstep: Class 2 contains 209400 members 
Entering Unmasked Estep 
Score: -88067304.000000 Penalty: 16108.995117
	Iteration 4Q: 3 clusters Score -8.80673e+07 nChanged 26560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330264 members 
Mstep: Class 2 contains 183850 members 
Entering Unmasked Estep 
Score: -88080904.000000 Penalty: 16108.995117
	Iteration 5F: 3 clusters Score -8.80809e+07 nChanged 36784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366694 members 
Mstep: Class 2 contains 147420 members 
Entering Unmasked Estep 
Score: -88106128.000000 Penalty: 16108.995117
	Iteration 6F: 3 clusters Score -8.810613e+07 nChanged 46527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413169 members 
Mstep: Class 2 contains 100945 members 
Entering Unmasked Estep 
Score: -88146280.000000 Penalty: 16108.995117
	Iteration 7F: 3 clusters Score -8.814628e+07 nChanged 47740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460899 members 
Mstep: Class 2 contains 53215 members 
Entering Unmasked Estep 
Score: -88187984.000000 Penalty: 16108.995117
	Iteration 8F: 3 clusters Score -8.818798e+07 nChanged 33470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494367 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -88209048.000000 Penalty: 16108.995117
	Iteration 9F: 3 clusters Score -8.820905e+07 nChanged 13850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508217 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -88215672.000000 Penalty: 16108.995117
	Iteration 10Q: 3 clusters Score -8.821567e+07 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512116 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -88217104.000000 Penalty: 16108.995117
	Iteration 11Q: 3 clusters Score -8.82171e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513066 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -88217832.000000 Penalty: 16108.995117
	Iteration 12Q: 3 clusters Score -8.821783e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513302 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -88218056.000000 Penalty: 16108.995117
	Iteration 13Q: 3 clusters Score -8.821806e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513389 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -88218160.000000 Penalty: 16108.995117
	Iteration 14Q: 3 clusters Score -8.821816e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513444 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -88218200.000000 Penalty: 16108.995117
	Iteration 15Q: 3 clusters Score -8.82182e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513457 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -88218224.000000 Penalty: 16108.995117
	Iteration 16Q: 3 clusters Score -8.821822e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513464 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -88218248.000000 Penalty: 16108.995117
	Iteration 17Q: 3 clusters Score -8.821825e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513470 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -88218208.000000 Penalty: 16108.995117
	Iteration 18Q: 3 clusters Score -8.821821e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513478 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -88218240.000000 Penalty: 16108.995117
	Iteration 19Q: 3 clusters Score -8.821824e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513485 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -88218240.000000 Penalty: 16108.995117
	Iteration 20F: 3 clusters Score -8.821824e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513494 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -88218288.000000 Penalty: 16108.995117
	Iteration 21Q: 3 clusters Score -8.821829e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513497 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -88218312.000000 Penalty: 16108.995117
	Iteration 22Q: 3 clusters Score -8.821831e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513499 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -88218296.000000 Penalty: 16108.995117
	Iteration 23Q: 3 clusters Score -8.82183e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513499 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -88218296.000000 Penalty: 16108.995117
	Iteration 24Q: 3 clusters Score -8.82183e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513502 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -88218304.000000 Penalty: 16108.995117
	Iteration 25Q: 3 clusters Score -8.82183e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513504 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -88218312.000000 Penalty: 16108.995117
	Iteration 26Q: 3 clusters Score -8.821831e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513505 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -88218312.000000 Penalty: 16108.995117
	Iteration 27Q: 3 clusters Score -8.821831e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513505 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -88218312.000000 Penalty: 16108.995117
	Iteration 28F: 3 clusters Score -8.821831e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 71072 members 
Mstep: Class 3 contains 43072 members 
Mstep: Class 4 contains 2084 members 
Mstep: Class 5 contains 20473 members 
Mstep: Class 6 contains 51967 members 
Mstep: Class 7 contains 353185 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 11 contains 117377 members 
Mstep: Class 12 contains 39284 members 
Mstep: Class 13 contains 2856 members 
Mstep: Class 14 contains 38767 members 
Mstep: Class 15 contains 32110 members 
Mstep: Class 16 contains 80029 members 
Mstep: Class 20 contains 514114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233299248.000000 Penalty: 147164.437500
Iteration 39Q: 18 clusters Score -2.332992e+08 nChanged 5084
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 71228 members 
Mstep: Class 3 contains 43311 members 
Mstep: Class 4 contains 2088 members 
Mstep: Class 5 contains 20448 members 
Mstep: Class 6 contains 52091 members 
Mstep: Class 7 contains 352033 members 
Mstep: Class 8 contains 1812 members 
Mstep: Class 9 contains 1757 members 
Mstep: Class 10 contains 708 members 
Mstep: Class 11 contains 118051 members 
Mstep: Class 12 contains 38910 members 
Mstep: Class 13 contains 2857 members 
Mstep: Class 14 contains 38804 members 
Mstep: Class 15 contains 31970 members 
Mstep: Class 16 contains 79509 members 
Mstep: Class 20 contains 514827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233300576.000000 Penalty: 147164.437500
Iteration 40F: 18 clusters Score -2.333006e+08 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 71407 members 
Mstep: Class 3 contains 43540 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 20430 members 
Mstep: Class 6 contains 52187 members 
Mstep: Class 7 contains 350923 members 
Mstep: Class 8 contains 1947 members 
Mstep: Class 9 contains 1757 members 
Mstep: Class 10 contains 875 members 
Mstep: Class 11 contains 118698 members 
Mstep: Class 12 contains 38516 members 
Mstep: Class 13 contains 2853 members 
Mstep: Class 14 contains 38834 members 
Mstep: Class 15 contains 31886 members 
Mstep: Class 16 contains 79007 members 
Mstep: Class 20 contains 515559 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 41Q: 18 clusters Score -2.333019e+08 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 71626 members 
Mstep: Class 3 contains 43736 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 20407 members 
Mstep: Class 6 contains 52265 members 
Mstep: Class 7 contains 349791 members 
Mstep: Class 8 contains 2033 members 
Mstep: Class 9 contains 1757 members 
Mstep: Class 10 contains 920 members 
Mstep: Class 11 contains 119322 members 
Mstep: Class 12 contains 38124 members 
Mstep: Class 13 contains 2850 members 
Mstep: Class 14 contains 38862 members 
Mstep: Class 15 contains 31797 members 
Mstep: Class 16 contains 78533 members 
Mstep: Class 20 contains 516412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233302656.000000 Penalty: 147164.437500
Iteration 42Q: 18 clusters Score -2.333027e+08 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 71871 members 
Mstep: Class 3 contains 43927 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 20397 members 
Mstep: Class 6 contains 52354 members 
Mstep: Class 7 contains 348780 members 
Mstep: Class 8 contains 2112 members 
Mstep: Class 9 contains 1757 members 
Mstep: Class 10 contains 929 members 
Mstep: Class 11 contains 119890 members 
Mstep: Class 12 contains 37733 members 
Mstep: Class 13 contains 2850 members 
Mstep: Class 14 contains 38871 members 
Mstep: Class 15 contains 31673 members 
Mstep: Class 16 contains 78025 members 
Mstep: Class 20 contains 517256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233303584.000000 Penalty: 147164.437500
Iteration 43Q: 18 clusters Score -2.333036e+08 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 72160 members 
Mstep: Class 3 contains 44081 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 20387 members 
Mstep: Class 6 contains 52427 members 
Mstep: Class 7 contains 347801 members 
Mstep: Class 8 contains 2197 members 
Mstep: Class 9 contains 1757 members 
Mstep: Class 10 contains 935 members 
Mstep: Class 11 contains 120436 members 
Mstep: Class 12 contains 37299 members 
Mstep: Class 13 contains 2850 members 
Mstep: Class 14 contains 38883 members 
Mstep: Class 15 contains 31567 members 
Mstep: Class 16 contains 77562 members 
Mstep: Class 20 contains 518073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233303504.000000 Penalty: 147164.437500
Iteration 44Q: 18 clusters Score -2.333035e+08 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 72427 members 
Mstep: Class 3 contains 44228 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 20386 members 
Mstep: Class 6 contains 52509 members 
Mstep: Class 7 contains 346810 members 
Mstep: Class 8 contains 2232 members 
Mstep: Class 9 contains 1757 members 
Mstep: Class 10 contains 935 members 
Mstep: Class 11 contains 120970 members 
Mstep: Class 12 contains 36919 members 
Mstep: Class 13 contains 2849 members 
Mstep: Class 14 contains 38890 members 
Mstep: Class 15 contains 31469 members 
Mstep: Class 16 contains 77124 members 
Mstep: Class 20 contains 518904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233303216.000000 Penalty: 147164.437500
Iteration 45Q: 18 clusters Score -2.333032e+08 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 72709 members 
Mstep: Class 3 contains 44380 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 20378 members 
Mstep: Class 6 contains 52600 members 
Mstep: Class 7 contains 345711 members 
Mstep: Class 8 contains 2244 members 
Mstep: Class 9 contains 1757 members 
Mstep: Class 10 contains 935 members 
Mstep: Class 11 contains 121463 members 
Mstep: Class 12 contains 36545 members 
Mstep: Class 13 contains 2849 members 
Mstep: Class 14 contains 38908 members 
Mstep: Class 15 contains 31404 members 
Mstep: Class 16 contains 76733 members 
Mstep: Class 20 contains 519791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233303552.000000 Penalty: 147164.437500
Iteration 46Q: 18 clusters Score -2.333036e+08 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 73028 members 
Mstep: Class 3 contains 44520 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 20374 members 
Mstep: Class 6 contains 52689 members 
Mstep: Class 7 contains 344660 members 
Mstep: Class 8 contains 2252 members 
Mstep: Class 9 contains 1757 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 121893 members 
Mstep: Class 12 contains 36156 members 
Mstep: Class 13 contains 2850 members 
Mstep: Class 14 contains 38917 members 
Mstep: Class 15 contains 31317 members 
Mstep: Class 16 contains 76383 members 
Mstep: Class 20 contains 520674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233303312.000000 Penalty: 147164.437500
Iteration 47Q: 18 clusters Score -2.333033e+08 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 73346 members 
Mstep: Class 3 contains 44634 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 20366 members 
Mstep: Class 6 contains 52764 members 
Mstep: Class 7 contains 343516 members 
Mstep: Class 8 contains 2261 members 
Mstep: Class 9 contains 1757 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 122330 members 
Mstep: Class 12 contains 35752 members 
Mstep: Class 13 contains 2850 members 
Mstep: Class 14 contains 38937 members 
Mstep: Class 15 contains 31219 members 
Mstep: Class 16 contains 76056 members 
Mstep: Class 20 contains 521682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233303280.000000 Penalty: 147164.437500
Iteration 48Q: 18 clusters Score -2.333033e+08 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 73700 members 
Mstep: Class 3 contains 44738 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 20366 members 
Mstep: Class 6 contains 52829 members 
Mstep: Class 7 contains 342404 members 
Mstep: Class 8 contains 2269 members 
Mstep: Class 9 contains 1757 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 122733 members 
Mstep: Class 12 contains 35347 members 
Mstep: Class 13 contains 2851 members 
Mstep: Class 14 contains 38960 members 
Mstep: Class 15 contains 31166 members 
Mstep: Class 16 contains 75694 members 
Mstep: Class 20 contains 522656 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 49Q: 18 clusters Score -2.33303e+08 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 74032 members 
Mstep: Class 3 contains 44852 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 20364 members 
Mstep: Class 6 contains 52905 members 
Mstep: Class 7 contains 341308 members 
Mstep: Class 8 contains 2269 members 
Mstep: Class 9 contains 1757 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 123118 members 
Mstep: Class 12 contains 34949 members 
Mstep: Class 13 contains 2850 members 
Mstep: Class 14 contains 38978 members 
Mstep: Class 15 contains 31090 members 
Mstep: Class 16 contains 75376 members 
Mstep: Class 20 contains 523623 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 50Q: 18 clusters Score -2.333031e+08 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 74365 members 
Mstep: Class 3 contains 44972 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 20362 members 
Mstep: Class 6 contains 52998 members 
Mstep: Class 7 contains 340205 members 
Mstep: Class 8 contains 2270 members 
Mstep: Class 9 contains 1757 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 123511 members 
Mstep: Class 12 contains 34536 members 
Mstep: Class 13 contains 2850 members 
Mstep: Class 14 contains 38988 members 
Mstep: Class 15 contains 31009 members 
Mstep: Class 16 contains 75061 members 
Mstep: Class 20 contains 524586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233303232.000000 Penalty: 147164.437500
Iteration 51Q: 18 clusters Score -2.333032e+08 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 74692 members 
Mstep: Class 3 contains 45068 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 20358 members 
Mstep: Class 6 contains 53083 members 
Mstep: Class 7 contains 339042 members 
Mstep: Class 8 contains 2275 members 
Mstep: Class 9 contains 1757 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 123891 members 
Mstep: Class 12 contains 34121 members 
Mstep: Class 13 contains 2850 members 
Mstep: Class 14 contains 39000 members 
Mstep: Class 15 contains 30987 members 
Mstep: Class 16 contains 74723 members 
Mstep: Class 20 contains 525623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233303456.000000 Penalty: 147164.437500
Iteration 52Q: 18 clusters Score -2.333035e+08 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 75068 members 
Mstep: Class 3 contains 45160 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 20357 members 
Mstep: Class 6 contains 53186 members 
Mstep: Class 7 contains 337986 members 
Mstep: Class 8 contains 2282 members 
Mstep: Class 9 contains 1757 members 
Mstep: Class 10 contains 938 members 
Mstep: Class 11 contains 124239 members 
Mstep: Class 12 contains 33688 members 
Mstep: Class 13 contains 2849 members 
Mstep: Class 14 contains 39013 members 
Mstep: Class 15 contains 30976 members 
Mstep: Class 16 contains 74377 members 
Mstep: Class 20 contains 526531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233303344.000000 Penalty: 147164.437500
Iteration 53Q: 18 clusters Score -2.333033e+08 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 75434 members 
Mstep: Class 3 contains 45264 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 20354 members 
Mstep: Class 6 contains 53278 members 
Mstep: Class 7 contains 336908 members 
Mstep: Class 8 contains 2284 members 
Mstep: Class 9 contains 1757 members 
Mstep: Class 10 contains 938 members 
Mstep: Class 11 contains 124571 members 
Mstep: Class 12 contains 33267 members 
Mstep: Class 13 contains 2849 members 
Mstep: Class 14 contains 39029 members 
Mstep: Class 15 contains 30966 members 
Mstep: Class 16 contains 74076 members 
Mstep: Class 20 contains 527429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233302992.000000 Penalty: 147164.437500
Iteration 54Q: 18 clusters Score -2.33303e+08 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 75791 members 
Mstep: Class 3 contains 45346 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 20352 members 
Mstep: Class 6 contains 53359 members 
Mstep: Class 7 contains 335943 members 
Mstep: Class 8 contains 2284 members 
Mstep: Class 9 contains 1757 members 
Mstep: Class 10 contains 938 members 
Mstep: Class 11 contains 124892 members 
Mstep: Class 12 contains 32827 members 
Mstep: Class 13 contains 2848 members 
Mstep: Class 14 contains 39033 members 
Mstep: Class 15 contains 30955 members 
Mstep: Class 16 contains 73800 members 
Mstep: Class 20 contains 528277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233302640.000000 Penalty: 147164.437500
Iteration 55Q: 18 clusters Score -2.333026e+08 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 76180 members 
Mstep: Class 3 contains 45431 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 20350 members 
Mstep: Class 6 contains 53433 members 
Mstep: Class 7 contains 335036 members 
Mstep: Class 8 contains 2289 members 
Mstep: Class 9 contains 1757 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 125214 members 
Mstep: Class 12 contains 32345 members 
Mstep: Class 13 contains 2848 members 
Mstep: Class 14 contains 39040 members 
Mstep: Class 15 contains 30947 members 
Mstep: Class 16 contains 73536 members 
Mstep: Class 20 contains 529052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233302688.000000 Penalty: 147164.437500
Iteration 56Q: 18 clusters Score -2.333027e+08 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 76570 members 
Mstep: Class 3 contains 45512 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 20346 members 
Mstep: Class 6 contains 53514 members 
Mstep: Class 7 contains 334198 members 
Mstep: Class 8 contains 2286 members 
Mstep: Class 9 contains 1757 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 125522 members 
Mstep: Class 12 contains 31865 members 
Mstep: Class 13 contains 2848 members 
Mstep: Class 14 contains 39047 members 
Mstep: Class 15 contains 30924 members 
Mstep: Class 16 contains 73322 members 
Mstep: Class 20 contains 529745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233302624.000000 Penalty: 147164.437500
Iteration 57Q: 18 clusters Score -2.333026e+08 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 76951 members 
Mstep: Class 3 contains 45589 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 20343 members 
Mstep: Class 6 contains 53581 members 
Mstep: Class 7 contains 333366 members 
Mstep: Class 8 contains 2282 members 
Mstep: Class 9 contains 1757 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 125830 members 
Mstep: Class 12 contains 31385 members 
Mstep: Class 13 contains 2847 members 
Mstep: Class 14 contains 39056 members 
Mstep: Class 15 contains 30897 members 
Mstep: Class 16 contains 73109 members 
Mstep: Class 20 contains 530462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233301824.000000 Penalty: 147164.437500
Iteration 58Q: 18 clusters Score -2.333018e+08 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 77393 members 
Mstep: Class 3 contains 45667 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 20343 members 
Mstep: Class 6 contains 53652 members 
Mstep: Class 7 contains 332561 members 
Mstep: Class 8 contains 2286 members 
Mstep: Class 9 contains 1757 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 126076 members 
Mstep: Class 12 contains 30881 members 
Mstep: Class 13 contains 2847 members 
Mstep: Class 14 contains 39065 members 
Mstep: Class 15 contains 30873 members 
Mstep: Class 16 contains 72921 members 
Mstep: Class 20 contains 531130 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 59Q: 18 clusters Score -2.333017e+08 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 77820 members 
Mstep: Class 3 contains 45740 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 20345 members 
Mstep: Class 6 contains 53708 members 
Mstep: Class 7 contains 331738 members 
Mstep: Class 8 contains 2287 members 
Mstep: Class 9 contains 1757 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 126287 members 
Mstep: Class 12 contains 30382 members 
Mstep: Class 13 contains 2847 members 
Mstep: Class 14 contains 39073 members 
Mstep: Class 15 contains 30863 members 
Mstep: Class 16 contains 72730 members 
Mstep: Class 20 contains 531873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233301744.000000 Penalty: 147164.437500
Iteration 60F: 18 clusters Score -2.333017e+08 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 78232 members 
Mstep: Class 3 contains 45791 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 20343 members 
Mstep: Class 6 contains 53754 members 
Mstep: Class 7 contains 330966 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 1757 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 126485 members 
Mstep: Class 12 contains 29925 members 
Mstep: Class 13 contains 2847 members 
Mstep: Class 14 contains 39081 members 
Mstep: Class 15 contains 30867 members 
Mstep: Class 16 contains 72530 members 
Mstep: Class 20 contains 532556 members 
Entering Unmasked Estep 
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Iteration 61Q: 18 clusters Score -2.333016e+08 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 78576 members 
Mstep: Class 3 contains 45838 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 20339 members 
Mstep: Class 6 contains 53827 members 
Mstep: Class 7 contains 330169 members 
Mstep: Class 8 contains 2333 members 
Mstep: Class 9 contains 1757 members 
Mstep: Class 10 contains 940 members 
Mstep: Class 11 contains 126697 members 
Mstep: Class 12 contains 29506 members 
Mstep: Class 13 contains 2847 members 
Mstep: Class 14 contains 39092 members 
Mstep: Class 15 contains 30873 members 
Mstep: Class 16 contains 72341 members 
Mstep: Class 20 contains 533249 members 
Entering Unmasked Estep 
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Iteration 62Q: 18 clusters Score -2.333015e+08 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 78901 members 
Mstep: Class 3 contains 45886 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 20338 members 
Mstep: Class 6 contains 53908 members 
Mstep: Class 7 contains 329441 members 
Mstep: Class 8 contains 2355 members 
Mstep: Class 9 contains 1757 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 126895 members 
Mstep: Class 12 contains 29113 members 
Mstep: Class 13 contains 2847 members 
Mstep: Class 14 contains 39084 members 
Mstep: Class 15 contains 30860 members 
Mstep: Class 16 contains 72153 members 
Mstep: Class 20 contains 533885 members 
Entering Unmasked Estep 
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Iteration 63Q: 18 clusters Score -2.333008e+08 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 79247 members 
Mstep: Class 3 contains 45919 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 20339 members 
Mstep: Class 6 contains 53973 members 
Mstep: Class 7 contains 328724 members 
Mstep: Class 8 contains 2377 members 
Mstep: Class 9 contains 1757 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 127116 members 
Mstep: Class 12 contains 28687 members 
Mstep: Class 13 contains 2847 members 
Mstep: Class 14 contains 39089 members 
Mstep: Class 15 contains 30864 members 
Mstep: Class 16 contains 72000 members 
Mstep: Class 20 contains 534475 members 
Entering Unmasked Estep 
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Iteration 64Q: 18 clusters Score -2.333008e+08 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 79576 members 
Mstep: Class 3 contains 45976 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 20340 members 
Mstep: Class 6 contains 54022 members 
Mstep: Class 7 contains 328045 members 
Mstep: Class 8 contains 2396 members 
Mstep: Class 9 contains 1757 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 127313 members 
Mstep: Class 12 contains 28273 members 
Mstep: Class 13 contains 2848 members 
Mstep: Class 14 contains 39095 members 
Mstep: Class 15 contains 30854 members 
Mstep: Class 16 contains 71873 members 
Mstep: Class 20 contains 535042 members 
Entering Unmasked Estep 
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Iteration 65Q: 18 clusters Score -2.333006e+08 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 79909 members 
Mstep: Class 3 contains 46026 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 20338 members 
Mstep: Class 6 contains 54066 members 
Mstep: Class 7 contains 327405 members 
Mstep: Class 8 contains 2394 members 
Mstep: Class 9 contains 1757 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 127501 members 
Mstep: Class 12 contains 27877 members 
Mstep: Class 13 contains 2848 members 
Mstep: Class 14 contains 39100 members 
Mstep: Class 15 contains 30874 members 
Mstep: Class 16 contains 71738 members 
Mstep: Class 20 contains 535573 members 
Entering Unmasked Estep 
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Iteration 66Q: 18 clusters Score -2.333003e+08 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 80255 members 
Mstep: Class 3 contains 46066 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 20335 members 
Mstep: Class 6 contains 54103 members 
Mstep: Class 7 contains 326759 members 
Mstep: Class 8 contains 2395 members 
Mstep: Class 9 contains 1757 members 
Mstep: Class 10 contains 944 members 
Mstep: Class 11 contains 127697 members 
Mstep: Class 12 contains 27461 members 
Mstep: Class 13 contains 2848 members 
Mstep: Class 14 contains 39111 members 
Mstep: Class 15 contains 30879 members 
Mstep: Class 16 contains 71635 members 
Mstep: Class 20 contains 536103 members 
Entering Unmasked Estep 
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Iteration 67Q: 18 clusters Score -2.333003e+08 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 80616 members 
Mstep: Class 3 contains 46098 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 20333 members 
Mstep: Class 6 contains 54163 members 
Mstep: Class 7 contains 326166 members 
Mstep: Class 8 contains 2398 members 
Mstep: Class 9 contains 1757 members 
Mstep: Class 10 contains 944 members 
Mstep: Class 11 contains 127868 members 
Mstep: Class 12 contains 27025 members 
Mstep: Class 13 contains 2848 members 
Mstep: Class 14 contains 39117 members 
Mstep: Class 15 contains 30868 members 
Mstep: Class 16 contains 71538 members 
Mstep: Class 20 contains 536611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233300384.000000 Penalty: 147164.437500
Iteration 68Q: 18 clusters Score -2.333004e+08 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 80949 members 
Mstep: Class 3 contains 46128 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 20332 members 
Mstep: Class 6 contains 54213 members 
Mstep: Class 7 contains 325566 members 
Mstep: Class 8 contains 2402 members 
Mstep: Class 9 contains 1757 members 
Mstep: Class 10 contains 944 members 
Mstep: Class 11 contains 128033 members 
Mstep: Class 12 contains 26634 members 
Mstep: Class 13 contains 2848 members 
Mstep: Class 14 contains 39130 members 
Mstep: Class 15 contains 30857 members 
Mstep: Class 16 contains 71433 members 
Mstep: Class 20 contains 537124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233300080.000000 Penalty: 147164.437500
Iteration 69Q: 18 clusters Score -2.333001e+08 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 81305 members 
Mstep: Class 3 contains 46162 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 20332 members 
Mstep: Class 6 contains 54249 members 
Mstep: Class 7 contains 325009 members 
Mstep: Class 8 contains 2406 members 
Mstep: Class 9 contains 1757 members 
Mstep: Class 10 contains 944 members 
Mstep: Class 11 contains 128199 members 
Mstep: Class 12 contains 26235 members 
Mstep: Class 13 contains 2848 members 
Mstep: Class 14 contains 39129 members 
Mstep: Class 15 contains 30853 members 
Mstep: Class 16 contains 71316 members 
Mstep: Class 20 contains 537606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233299968.000000 Penalty: 147164.437500
Iteration 70Q: 18 clusters Score -2.333e+08 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 81643 members 
Mstep: Class 3 contains 46193 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 20333 members 
Mstep: Class 6 contains 54292 members 
Mstep: Class 7 contains 324436 members 
Mstep: Class 8 contains 2409 members 
Mstep: Class 9 contains 1757 members 
Mstep: Class 10 contains 945 members 
Mstep: Class 11 contains 128326 members 
Mstep: Class 12 contains 25851 members 
Mstep: Class 13 contains 2848 members 
Mstep: Class 14 contains 39133 members 
Mstep: Class 15 contains 30851 members 
Mstep: Class 16 contains 71198 members 
Mstep: Class 20 contains 538135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233299776.000000 Penalty: 147164.437500
Iteration 71Q: 18 clusters Score -2.332998e+08 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 81991 members 
Mstep: Class 3 contains 46217 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 20333 members 
Mstep: Class 6 contains 54330 members 
Mstep: Class 7 contains 323873 members 
Mstep: Class 8 contains 2410 members 
Mstep: Class 9 contains 1757 members 
Mstep: Class 10 contains 945 members 
Mstep: Class 11 contains 128480 members 
Mstep: Class 12 contains 25463 members 
Mstep: Class 13 contains 2848 members 
Mstep: Class 14 contains 39143 members 
Mstep: Class 15 contains 30842 members 
Mstep: Class 16 contains 71086 members 
Mstep: Class 20 contains 538632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233299904.000000 Penalty: 147164.437500
Iteration 72Q: 18 clusters Score -2.332999e+08 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 82330 members 
Mstep: Class 3 contains 46246 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 20334 members 
Mstep: Class 6 contains 54374 members 
Mstep: Class 7 contains 323359 members 
Mstep: Class 8 contains 2410 members 
Mstep: Class 9 contains 1757 members 
Mstep: Class 10 contains 945 members 
Mstep: Class 11 contains 128602 members 
Mstep: Class 12 contains 25068 members 
Mstep: Class 13 contains 2847 members 
Mstep: Class 14 contains 39157 members 
Mstep: Class 15 contains 30852 members 
Mstep: Class 16 contains 70968 members 
Mstep: Class 20 contains 539101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233299888.000000 Penalty: 147164.437500
Iteration 73Q: 18 clusters Score -2.332999e+08 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 82653 members 
Mstep: Class 3 contains 46274 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 20334 members 
Mstep: Class 6 contains 54421 members 
Mstep: Class 7 contains 322840 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 1757 members 
Mstep: Class 10 contains 945 members 
Mstep: Class 11 contains 128725 members 
Mstep: Class 12 contains 24689 members 
Mstep: Class 13 contains 2847 members 
Mstep: Class 14 contains 39174 members 
Mstep: Class 15 contains 30851 members 
Mstep: Class 16 contains 70865 members 
Mstep: Class 20 contains 539564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233299968.000000 Penalty: 147164.437500
Iteration 74Q: 18 clusters Score -2.333e+08 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 83011 members 
Mstep: Class 3 contains 46301 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 20334 members 
Mstep: Class 6 contains 54460 members 
Mstep: Class 7 contains 322353 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 1757 members 
Mstep: Class 10 contains 944 members 
Mstep: Class 11 contains 128844 members 
Mstep: Class 12 contains 24285 members 
Mstep: Class 13 contains 2847 members 
Mstep: Class 14 contains 39192 members 
Mstep: Class 15 contains 30857 members 
Mstep: Class 16 contains 70771 members 
Mstep: Class 20 contains 539982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233299744.000000 Penalty: 147164.437500
Iteration 75Q: 18 clusters Score -2.332997e+08 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 83398 members 
Mstep: Class 3 contains 46337 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 20332 members 
Mstep: Class 6 contains 54509 members 
Mstep: Class 7 contains 321903 members 
Mstep: Class 8 contains 2411 members 
Mstep: Class 9 contains 1757 members 
Mstep: Class 10 contains 944 members 
Mstep: Class 11 contains 128949 members 
Mstep: Class 12 contains 23860 members 
Mstep: Class 13 contains 2847 members 
Mstep: Class 14 contains 39200 members 
Mstep: Class 15 contains 30865 members 
Mstep: Class 16 contains 70689 members 
Mstep: Class 20 contains 540349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233299872.000000 Penalty: 147164.437500
Iteration 76Q: 18 clusters Score -2.332999e+08 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 83790 members 
Mstep: Class 3 contains 46373 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 20330 members 
Mstep: Class 6 contains 54542 members 
Mstep: Class 7 contains 321480 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 1757 members 
Mstep: Class 10 contains 944 members 
Mstep: Class 11 contains 129057 members 
Mstep: Class 12 contains 23436 members 
Mstep: Class 13 contains 2847 members 
Mstep: Class 14 contains 39209 members 
Mstep: Class 15 contains 30860 members 
Mstep: Class 16 contains 70606 members 
Mstep: Class 20 contains 540706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233299712.000000 Penalty: 147164.437500
Iteration 77Q: 18 clusters Score -2.332997e+08 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 84161 members 
Mstep: Class 3 contains 46403 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 20329 members 
Mstep: Class 6 contains 54599 members 
Mstep: Class 7 contains 321048 members 
Mstep: Class 8 contains 2416 members 
Mstep: Class 9 contains 1757 members 
Mstep: Class 10 contains 946 members 
Mstep: Class 11 contains 129170 members 
Mstep: Class 12 contains 23032 members 
Mstep: Class 13 contains 2846 members 
Mstep: Class 14 contains 39216 members 
Mstep: Class 15 contains 30839 members 
Mstep: Class 16 contains 70537 members 
Mstep: Class 20 contains 541047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233300080.000000 Penalty: 147164.437500
Iteration 78Q: 18 clusters Score -2.333001e+08 nChanged 1421
Entering ConstructFrom: 
Score: -233300080.000000 Penalty: 147164.437500
Entering ConstructFrom: 
Trying to split cluster 1 (3815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Entering Unmasked Estep 
Score: -591156.062500 Penalty: 5051.101074
	Iteration 0F: 2 clusters Score -591156.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -585146.250000 Penalty: 10102.202148
	Iteration 0F: 3 clusters Score -585146.2 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -587010.437500 Penalty: 10102.202148
	Iteration 1F: 3 clusters Score -587010.4 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -588184.750000 Penalty: 10102.202148
	Iteration 2F: 3 clusters Score -588184.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -589072.062500 Penalty: 10102.202148
	Iteration 3F: 3 clusters Score -589072.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -589917.250000 Penalty: 10102.202148
	Iteration 4F: 3 clusters Score -589917.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -590628.875000 Penalty: 10102.202148
	Iteration 5F: 3 clusters Score -590628.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -591233.437500 Penalty: 10102.202148
	Iteration 6Q: 3 clusters Score -591233.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -591623.312500 Penalty: 10102.202148
	Iteration 7Q: 3 clusters Score -591623.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -591849.062500 Penalty: 10102.202148
	Iteration 8Q: 3 clusters Score -591849.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -591956.375000 Penalty: 10102.202148
	Iteration 9Q: 3 clusters Score -591956.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -592006.500000 Penalty: 10102.202148
	Iteration 10Q: 3 clusters Score -592006.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -592084.437500 Penalty: 10102.202148
	Iteration 11Q: 3 clusters Score -592084.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -592105.812500 Penalty: 10102.202148
	Iteration 12Q: 3 clusters Score -592105.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -592112.625000 Penalty: 10102.202148
	Iteration 13Q: 3 clusters Score -592112.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -592115.937500 Penalty: 10102.202148
	Iteration 14Q: 3 clusters Score -592115.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -592179.000000 Penalty: 10102.202148
	Iteration 15Q: 3 clusters Score -592179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -592194.562500 Penalty: 10102.202148
	Iteration 16Q: 3 clusters Score -592194.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -592201.812500 Penalty: 10102.202148
	Iteration 17Q: 3 clusters Score -592201.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -592219.000000 Penalty: 10102.202148
	Iteration 18Q: 3 clusters Score -592219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -592235.062500 Penalty: 10102.202148
	Iteration 19Q: 3 clusters Score -592235.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -592551.187500 Penalty: 10102.202148
	Iteration 20F: 3 clusters Score -592551.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -592926.750000 Penalty: 10102.202148
	Iteration 21Q: 3 clusters Score -592926.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -593065.250000 Penalty: 10102.202148
	Iteration 22Q: 3 clusters Score -593065.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -593128.375000 Penalty: 10102.202148
	Iteration 23Q: 3 clusters Score -593128.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -593179.312500 Penalty: 10102.202148
	Iteration 24Q: 3 clusters Score -593179.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -593212.437500 Penalty: 10102.202148
	Iteration 25Q: 3 clusters Score -593212.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -593241.625000 Penalty: 10102.202148
	Iteration 26Q: 3 clusters Score -593241.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -593261.500000 Penalty: 10102.202148
	Iteration 27Q: 3 clusters Score -593261.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -593271.875000 Penalty: 10102.202148
	Iteration 28Q: 3 clusters Score -593271.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -593277.625000 Penalty: 10102.202148
	Iteration 29Q: 3 clusters Score -593277.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -593281.000000 Penalty: 10102.202148
	Iteration 30Q: 3 clusters Score -593281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -593283.187500 Penalty: 10102.202148
	Iteration 31Q: 3 clusters Score -593283.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -593284.687500 Penalty: 10102.202148
	Iteration 32F: 3 clusters Score -593284.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -593286.437500 Penalty: 10102.202148
	Iteration 33Q: 3 clusters Score -593286.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -593291.812500 Penalty: 10102.202148
	Iteration 34Q: 3 clusters Score -593291.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -593295.000000 Penalty: 10102.202148
	Iteration 35Q: 3 clusters Score -593295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -593295.000000 Penalty: 10102.202148
	Iteration 36F: 3 clusters Score -593295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 84528 members 
Mstep: Class 3 contains 46422 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 20328 members 
Mstep: Class 6 contains 54646 members 
Mstep: Class 7 contains 320626 members 
Mstep: Class 8 contains 2420 members 
Mstep: Class 9 contains 1757 members 
Mstep: Class 10 contains 946 members 
Mstep: Class 11 contains 129254 members 
Mstep: Class 12 contains 22597 members 
Mstep: Class 13 contains 2846 members 
Mstep: Class 14 contains 39230 members 
Mstep: Class 15 contains 30842 members 
Mstep: Class 16 contains 70483 members 
Mstep: Class 17 contains 3250 members 
Mstep: Class 20 contains 541421 members 
Entering Unmasked Estep 
Score: -233298608.000000 Penalty: 155821.171875
Splitting cluster 1 changes total score from -233300080.000000 to -233298608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (84528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84528 members 
Entering Unmasked Estep 
Score: -14332183.000000 Penalty: 6948.713379
	Iteration 0F: 2 clusters Score -1.433218e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42561 members 
Mstep: Class 2 contains 41967 members 
Entering Unmasked Estep 
Score: -14274255.000000 Penalty: 13897.426758
	Iteration 0F: 3 clusters Score -1.427426e+07 nChanged 38243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44362 members 
Mstep: Class 2 contains 40166 members 
Entering Unmasked Estep 
Score: -14295217.000000 Penalty: 13897.426758
	Iteration 1F: 3 clusters Score -1.429522e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45535 members 
Mstep: Class 2 contains 38993 members 
Entering Unmasked Estep 
Score: -14296368.000000 Penalty: 13897.426758
	Iteration 2Q: 3 clusters Score -1.429637e+07 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47202 members 
Mstep: Class 2 contains 37326 members 
Entering Unmasked Estep 
Score: -14297411.000000 Penalty: 13897.426758
	Iteration 3Q: 3 clusters Score -1.429741e+07 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49610 members 
Mstep: Class 2 contains 34918 members 
Entering Unmasked Estep 
Score: -14298515.000000 Penalty: 13897.426758
	Iteration 4Q: 3 clusters Score -1.429852e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52882 members 
Mstep: Class 2 contains 31646 members 
Entering Unmasked Estep 
Score: -14300092.000000 Penalty: 13897.426758
	Iteration 5Q: 3 clusters Score -1.430009e+07 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57207 members 
Mstep: Class 2 contains 27321 members 
Entering Unmasked Estep 
Score: -14302473.000000 Penalty: 13897.426758
	Iteration 6F: 3 clusters Score -1.430247e+07 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62733 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
Score: -14306393.000000 Penalty: 13897.426758
	Iteration 7F: 3 clusters Score -1.430639e+07 nChanged 6549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69242 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -14311965.000000 Penalty: 13897.426758
	Iteration 8F: 3 clusters Score -1.431196e+07 nChanged 6415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75639 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -14318109.000000 Penalty: 13897.426758
	Iteration 9F: 3 clusters Score -1.431811e+07 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80194 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -14322665.000000 Penalty: 13897.426758
	Iteration 10F: 3 clusters Score -1.432266e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82392 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -14324759.000000 Penalty: 13897.426758
	Iteration 11Q: 3 clusters Score -1.432476e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83200 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -14325583.000000 Penalty: 13897.426758
	Iteration 12Q: 3 clusters Score -1.432558e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83515 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -14325955.000000 Penalty: 13897.426758
	Iteration 13Q: 3 clusters Score -1.432596e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83664 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -14326147.000000 Penalty: 13897.426758
	Iteration 14Q: 3 clusters Score -1.432615e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83722 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -14326231.000000 Penalty: 13897.426758
	Iteration 15Q: 3 clusters Score -1.432623e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83755 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -14326303.000000 Penalty: 13897.426758
	Iteration 16Q: 3 clusters Score -1.43263e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83786 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -14326323.000000 Penalty: 13897.426758
	Iteration 17Q: 3 clusters Score -1.432632e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83793 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -14326338.000000 Penalty: 13897.426758
	Iteration 18Q: 3 clusters Score -1.432634e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83808 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -14326369.000000 Penalty: 13897.426758
	Iteration 19Q: 3 clusters Score -1.432637e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83817 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -14326371.000000 Penalty: 13897.426758
	Iteration 20F: 3 clusters Score -1.432637e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83824 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -14326398.000000 Penalty: 13897.426758
	Iteration 21Q: 3 clusters Score -1.43264e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83829 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -14326402.000000 Penalty: 13897.426758
	Iteration 22Q: 3 clusters Score -1.43264e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83829 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -14326384.000000 Penalty: 13897.426758
	Iteration 23Q: 3 clusters Score -1.432638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83831 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -14326396.000000 Penalty: 13897.426758
	Iteration 24Q: 3 clusters Score -1.43264e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83833 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -14326391.000000 Penalty: 13897.426758
	Iteration 25Q: 3 clusters Score -1.432639e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83832 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -14326396.000000 Penalty: 13897.426758
	Iteration 26Q: 3 clusters Score -1.43264e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83833 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -14326399.000000 Penalty: 13897.426758
	Iteration 27Q: 3 clusters Score -1.43264e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83833 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -14326399.000000 Penalty: 13897.426758
	Iteration 28F: 3 clusters Score -1.43264e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (46422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46422 members 
Entering Unmasked Estep 
Score: -8057593.000000 Penalty: 6581.636719
	Iteration 0F: 2 clusters Score -8057593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -8024169.000000 Penalty: 13163.273438
	Iteration 0F: 3 clusters Score -8024169 nChanged 20301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 24812 members 
Entering Unmasked Estep 
Score: -8036255.000000 Penalty: 13163.273438
	Iteration 1F: 3 clusters Score -8036255 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -8039255.000000 Penalty: 13163.273438
	Iteration 2F: 3 clusters Score -8039255 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 27883 members 
Entering Unmasked Estep 
Score: -8042823.000000 Penalty: 13163.273438
	Iteration 3F: 3 clusters Score -8042823 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 30453 members 
Entering Unmasked Estep 
Score: -8046308.500000 Penalty: 13163.273438
	Iteration 4F: 3 clusters Score -8046308 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 33067 members 
Entering Unmasked Estep 
Score: -8049002.000000 Penalty: 13163.273438
	Iteration 5F: 3 clusters Score -8049002 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 35265 members 
Entering Unmasked Estep 
Score: -8050904.000000 Penalty: 13163.273438
	Iteration 6F: 3 clusters Score -8050904 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 36983 members 
Entering Unmasked Estep 
Score: -8052049.000000 Penalty: 13163.273438
	Iteration 7Q: 3 clusters Score -8052049 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 38314 members 
Entering Unmasked Estep 
Score: -8052891.500000 Penalty: 13163.273438
	Iteration 8Q: 3 clusters Score -8052892 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 39327 members 
Entering Unmasked Estep 
Score: -8053460.500000 Penalty: 13163.273438
	Iteration 9Q: 3 clusters Score -8053460 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 40119 members 
Entering Unmasked Estep 
Score: -8053866.000000 Penalty: 13163.273438
	Iteration 10Q: 3 clusters Score -8053866 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 40737 members 
Entering Unmasked Estep 
Score: -8054158.000000 Penalty: 13163.273438
	Iteration 11Q: 3 clusters Score -8054158 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 41241 members 
Entering Unmasked Estep 
Score: -8054372.500000 Penalty: 13163.273438
	Iteration 12Q: 3 clusters Score -8054372 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 41669 members 
Entering Unmasked Estep 
Score: -8054547.500000 Penalty: 13163.273438
	Iteration 13Q: 3 clusters Score -8054548 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 42026 members 
Entering Unmasked Estep 
Score: -8054705.000000 Penalty: 13163.273438
	Iteration 14Q: 3 clusters Score -8054705 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 42303 members 
Entering Unmasked Estep 
Score: -8054811.500000 Penalty: 13163.273438
	Iteration 15Q: 3 clusters Score -8054812 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 42520 members 
Entering Unmasked Estep 
Score: -8054893.500000 Penalty: 13163.273438
	Iteration 16Q: 3 clusters Score -8054894 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 42678 members 
Entering Unmasked Estep 
Score: -8054934.500000 Penalty: 13163.273438
	Iteration 17Q: 3 clusters Score -8054934 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 42783 members 
Entering Unmasked Estep 
Score: -8054964.500000 Penalty: 13163.273438
	Iteration 18Q: 3 clusters Score -8054964 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 42880 members 
Entering Unmasked Estep 
Score: -8054989.500000 Penalty: 13163.273438
	Iteration 19Q: 3 clusters Score -8054990 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 42959 members 
Entering Unmasked Estep 
Score: -8055000.000000 Penalty: 13163.273438
	Iteration 20F: 3 clusters Score -8055000 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 43014 members 
Entering Unmasked Estep 
Score: -8055036.500000 Penalty: 13163.273438
	Iteration 21Q: 3 clusters Score -8055036 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 43063 members 
Entering Unmasked Estep 
Score: -8055031.000000 Penalty: 13163.273438
	Iteration 22Q: 3 clusters Score -8055031 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 43095 members 
Entering Unmasked Estep 
Score: -8055040.000000 Penalty: 13163.273438
	Iteration 23Q: 3 clusters Score -8055040 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 43128 members 
Entering Unmasked Estep 
Score: -8055061.500000 Penalty: 13163.273438
	Iteration 24Q: 3 clusters Score -8055062 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 43158 members 
Entering Unmasked Estep 
Score: -8055073.500000 Penalty: 13163.273438
	Iteration 25Q: 3 clusters Score -8055074 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 43181 members 
Entering Unmasked Estep 
Score: -8055095.000000 Penalty: 13163.273438
	Iteration 26Q: 3 clusters Score -8055095 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 43195 members 
Entering Unmasked Estep 
Score: -8055091.000000 Penalty: 13163.273438
	Iteration 27Q: 3 clusters Score -8055091 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 43208 members 
Entering Unmasked Estep 
Score: -8055092.000000 Penalty: 13163.273438
	Iteration 28Q: 3 clusters Score -8055092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 43222 members 
Entering Unmasked Estep 
Score: -8055084.000000 Penalty: 13163.273438
	Iteration 29Q: 3 clusters Score -8055084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 43236 members 
Entering Unmasked Estep 
Score: -8055107.000000 Penalty: 13163.273438
	Iteration 30Q: 3 clusters Score -8055107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 43246 members 
Entering Unmasked Estep 
Score: -8055103.500000 Penalty: 13163.273438
	Iteration 31Q: 3 clusters Score -8055104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 43251 members 
Entering Unmasked Estep 
Score: -8055109.000000 Penalty: 13163.273438
	Iteration 32Q: 3 clusters Score -8055109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 43258 members 
Entering Unmasked Estep 
Score: -8055113.000000 Penalty: 13163.273438
	Iteration 33Q: 3 clusters Score -8055113 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 43269 members 
Entering Unmasked Estep 
Score: -8055122.000000 Penalty: 13163.273438
	Iteration 34Q: 3 clusters Score -8055122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 43275 members 
Entering Unmasked Estep 
Score: -8055107.000000 Penalty: 13163.273438
	Iteration 35Q: 3 clusters Score -8055107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 43276 members 
Entering Unmasked Estep 
Score: -8055110.000000 Penalty: 13163.273438
	Iteration 36Q: 3 clusters Score -8055110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 43277 members 
Entering Unmasked Estep 
Score: -8055111.000000 Penalty: 13163.273438
	Iteration 37Q: 3 clusters Score -8055111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 43278 members 
Entering Unmasked Estep 
Score: -8055119.500000 Penalty: 13163.273438
	Iteration 38Q: 3 clusters Score -8055120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 43279 members 
Entering Unmasked Estep 
Score: -8055115.000000 Penalty: 13163.273438
	Iteration 39Q: 3 clusters Score -8055115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 43279 members 
Entering Unmasked Estep 
Score: -8055115.000000 Penalty: 13163.273438
	Iteration 40F: 3 clusters Score -8055115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Entering Unmasked Estep 
Score: -319162.312500 Penalty: 4681.633301
	Iteration 0F: 2 clusters Score -319162.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -314281.625000 Penalty: 9363.266602
	Iteration 0F: 3 clusters Score -314281.6 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -315965.281250 Penalty: 9363.266602
	Iteration 1F: 3 clusters Score -315965.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -319182.125000 Penalty: 9363.266602
	Iteration 2F: 3 clusters Score -319182.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -320763.906250 Penalty: 9363.266602
	Iteration 3F: 3 clusters Score -320763.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -322513.906250 Penalty: 9363.266602
	Iteration 4F: 3 clusters Score -322513.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -323382.656250 Penalty: 9363.266602
	Iteration 5Q: 3 clusters Score -323382.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -323978.187500 Penalty: 9363.266602
	Iteration 6Q: 3 clusters Score -323978.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -324262.875000 Penalty: 9363.266602
	Iteration 7Q: 3 clusters Score -324262.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -324385.500000 Penalty: 9363.266602
	Iteration 8Q: 3 clusters Score -324385.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -324426.687500 Penalty: 9363.266602
	Iteration 9Q: 3 clusters Score -324426.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -324431.625000 Penalty: 9363.266602
	Iteration 10F: 3 clusters Score -324431.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -324448.531250 Penalty: 9363.266602
	Iteration 11Q: 3 clusters Score -324448.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -324448.531250 Penalty: 9363.266602
	Iteration 12F: 3 clusters Score -324448.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 84528 members 
Mstep: Class 3 contains 46422 members 
Mstep: Class 4 contains 1649 members 
Mstep: Class 5 contains 20328 members 
Mstep: Class 6 contains 54646 members 
Mstep: Class 7 contains 320626 members 
Mstep: Class 8 contains 2420 members 
Mstep: Class 9 contains 1757 members 
Mstep: Class 10 contains 946 members 
Mstep: Class 11 contains 129254 members 
Mstep: Class 12 contains 22597 members 
Mstep: Class 13 contains 2846 members 
Mstep: Class 14 contains 39230 members 
Mstep: Class 15 contains 30842 members 
Mstep: Class 16 contains 70483 members 
Mstep: Class 17 contains 438 members 
Mstep: Class 20 contains 541421 members 
Entering Unmasked Estep 
Score: -233300672.000000 Penalty: 155821.171875
Splitting cluster 4 changes total score from -233300080.000000 to -233300672.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 5 (20328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Entering Unmasked Estep 
Score: -3529713.250000 Penalty: 6075.850098
	Iteration 0F: 2 clusters Score -3529713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -3512930.750000 Penalty: 12151.700195
	Iteration 0F: 3 clusters Score -3512931 nChanged 8184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -3517288.250000 Penalty: 12151.700195
	Iteration 1F: 3 clusters Score -3517288 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -3518052.750000 Penalty: 12151.700195
	Iteration 2F: 3 clusters Score -3518053 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -3518764.250000 Penalty: 12151.700195
	Iteration 3F: 3 clusters Score -3518764 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -3519441.750000 Penalty: 12151.700195
	Iteration 4F: 3 clusters Score -3519442 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -3520044.750000 Penalty: 12151.700195
	Iteration 5F: 3 clusters Score -3520045 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -3520600.250000 Penalty: 12151.700195
	Iteration 6Q: 3 clusters Score -3520600 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -3521165.750000 Penalty: 12151.700195
	Iteration 7Q: 3 clusters Score -3521166 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -3521746.500000 Penalty: 12151.700195
	Iteration 8Q: 3 clusters Score -3521746 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -3522338.250000 Penalty: 12151.700195
	Iteration 9Q: 3 clusters Score -3522338 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -3522821.000000 Penalty: 12151.700195
	Iteration 10Q: 3 clusters Score -3522821 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -3523224.500000 Penalty: 12151.700195
	Iteration 11Q: 3 clusters Score -3523224 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -3523568.750000 Penalty: 12151.700195
	Iteration 12Q: 3 clusters Score -3523569 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -3523845.750000 Penalty: 12151.700195
	Iteration 13Q: 3 clusters Score -3523846 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -3524064.750000 Penalty: 12151.700195
	Iteration 14Q: 3 clusters Score -3524065 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -3524232.750000 Penalty: 12151.700195
	Iteration 15Q: 3 clusters Score -3524233 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -3524356.750000 Penalty: 12151.700195
	Iteration 16Q: 3 clusters Score -3524357 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -3524443.000000 Penalty: 12151.700195
	Iteration 17Q: 3 clusters Score -3524443 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -3524537.750000 Penalty: 12151.700195
	Iteration 18Q: 3 clusters Score -3524538 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -3524620.250000 Penalty: 12151.700195
	Iteration 19Q: 3 clusters Score -3524620 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -3524714.000000 Penalty: 12151.700195
	Iteration 20F: 3 clusters Score -3524714 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -3524774.000000 Penalty: 12151.700195
	Iteration 21Q: 3 clusters Score -3524774 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -3524850.750000 Penalty: 12151.700195
	Iteration 22Q: 3 clusters Score -3524851 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -3524925.500000 Penalty: 12151.700195
	Iteration 23Q: 3 clusters Score -3524926 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -3524964.750000 Penalty: 12151.700195
	Iteration 24Q: 3 clusters Score -3524965 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -3525017.250000 Penalty: 12151.700195
	Iteration 25Q: 3 clusters Score -3525017 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -3525058.250000 Penalty: 12151.700195
	Iteration 26Q: 3 clusters Score -3525058 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -3525121.500000 Penalty: 12151.700195
	Iteration 27Q: 3 clusters Score -3525122 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -3525167.500000 Penalty: 12151.700195
	Iteration 28Q: 3 clusters Score -3525168 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -3525205.000000 Penalty: 12151.700195
	Iteration 29Q: 3 clusters Score -3525205 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -3525259.250000 Penalty: 12151.700195
	Iteration 30Q: 3 clusters Score -3525259 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -3525294.500000 Penalty: 12151.700195
	Iteration 31Q: 3 clusters Score -3525294 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -3525328.500000 Penalty: 12151.700195
	Iteration 32Q: 3 clusters Score -3525328 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -3525360.250000 Penalty: 12151.700195
	Iteration 33Q: 3 clusters Score -3525360 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -3525388.500000 Penalty: 12151.700195
	Iteration 34Q: 3 clusters Score -3525388 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -3525405.250000 Penalty: 12151.700195
	Iteration 35Q: 3 clusters Score -3525405 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -3525430.750000 Penalty: 12151.700195
	Iteration 36Q: 3 clusters Score -3525431 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -3525438.250000 Penalty: 12151.700195
	Iteration 37Q: 3 clusters Score -3525438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -3525444.750000 Penalty: 12151.700195
	Iteration 38Q: 3 clusters Score -3525445 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -3525451.500000 Penalty: 12151.700195
	Iteration 39Q: 3 clusters Score -3525452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -3525455.250000 Penalty: 12151.700195
	Iteration 40F: 3 clusters Score -3525455 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -3525464.750000 Penalty: 12151.700195
	Iteration 41Q: 3 clusters Score -3525465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -3525468.500000 Penalty: 12151.700195
	Iteration 42Q: 3 clusters Score -3525468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -3525483.000000 Penalty: 12151.700195
	Iteration 43Q: 3 clusters Score -3525483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -3525480.000000 Penalty: 12151.700195
	Iteration 44Q: 3 clusters Score -3525480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -3525480.750000 Penalty: 12151.700195
	Iteration 45Q: 3 clusters Score -3525481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -3525489.750000 Penalty: 12151.700195
	Iteration 46Q: 3 clusters Score -3525490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -3525493.500000 Penalty: 12151.700195
	Iteration 47Q: 3 clusters Score -3525494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -3525494.500000 Penalty: 12151.700195
	Iteration 48Q: 3 clusters Score -3525494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -3525491.500000 Penalty: 12151.700195
	Iteration 49Q: 3 clusters Score -3525492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -3525499.750000 Penalty: 12151.700195
	Iteration 50Q: 3 clusters Score -3525500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -3525500.000000 Penalty: 12151.700195
	Iteration 51Q: 3 clusters Score -3525500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -3525501.000000 Penalty: 12151.700195
	Iteration 52Q: 3 clusters Score -3525501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -3525501.250000 Penalty: 12151.700195
	Iteration 53Q: 3 clusters Score -3525501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -3525501.250000 Penalty: 12151.700195
	Iteration 54F: 3 clusters Score -3525501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (54646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54646 members 
Entering Unmasked Estep 
Score: -9511792.000000 Penalty: 6681.536621
	Iteration 0F: 2 clusters Score -9511792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 27344 members 
Entering Unmasked Estep 
Score: -9473149.000000 Penalty: 13363.073242
	Iteration 0F: 3 clusters Score -9473149 nChanged 24070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 27470 members 
Entering Unmasked Estep 
Score: -9486042.000000 Penalty: 13363.073242
	Iteration 1F: 3 clusters Score -9486042 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 27524 members 
Entering Unmasked Estep 
Score: -9486948.000000 Penalty: 13363.073242
	Iteration 2Q: 3 clusters Score -9486948 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27087 members 
Mstep: Class 2 contains 27559 members 
Entering Unmasked Estep 
Score: -9487568.000000 Penalty: 13363.073242
	Iteration 3Q: 3 clusters Score -9487568 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27007 members 
Mstep: Class 2 contains 27639 members 
Entering Unmasked Estep 
Score: -9488077.000000 Penalty: 13363.073242
	Iteration 4Q: 3 clusters Score -9488077 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
Score: -9488544.000000 Penalty: 13363.073242
	Iteration 5Q: 3 clusters Score -9488544 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 27875 members 
Entering Unmasked Estep 
Score: -9489026.000000 Penalty: 13363.073242
	Iteration 6Q: 3 clusters Score -9489026 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26624 members 
Mstep: Class 2 contains 28022 members 
Entering Unmasked Estep 
Score: -9489433.000000 Penalty: 13363.073242
	Iteration 7Q: 3 clusters Score -9489433 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 28196 members 
Entering Unmasked Estep 
Score: -9489909.000000 Penalty: 13363.073242
	Iteration 8Q: 3 clusters Score -9489909 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26225 members 
Mstep: Class 2 contains 28421 members 
Entering Unmasked Estep 
Score: -9490562.000000 Penalty: 13363.073242
	Iteration 9Q: 3 clusters Score -9490562 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 28787 members 
Entering Unmasked Estep 
Score: -9491213.000000 Penalty: 13363.073242
	Iteration 10Q: 3 clusters Score -9491213 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25240 members 
Mstep: Class 2 contains 29406 members 
Entering Unmasked Estep 
Score: -9492047.000000 Penalty: 13363.073242
	Iteration 11Q: 3 clusters Score -9492047 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 30219 members 
Entering Unmasked Estep 
Score: -9493071.000000 Penalty: 13363.073242
	Iteration 12Q: 3 clusters Score -9493071 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 31227 members 
Entering Unmasked Estep 
Score: -9494076.000000 Penalty: 13363.073242
	Iteration 13Q: 3 clusters Score -9494076 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 32442 members 
Entering Unmasked Estep 
Score: -9495372.000000 Penalty: 13363.073242
	Iteration 14Q: 3 clusters Score -9495372 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 33915 members 
Entering Unmasked Estep 
Score: -9496818.000000 Penalty: 13363.073242
	Iteration 15Q: 3 clusters Score -9496818 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 35529 members 
Entering Unmasked Estep 
Score: -9498761.000000 Penalty: 13363.073242
	Iteration 16Q: 3 clusters Score -9498761 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 37155 members 
Entering Unmasked Estep 
Score: -9500534.000000 Penalty: 13363.073242
	Iteration 17Q: 3 clusters Score -9500534 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 38538 members 
Entering Unmasked Estep 
Score: -9501964.000000 Penalty: 13363.073242
	Iteration 18Q: 3 clusters Score -9501964 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 39727 members 
Entering Unmasked Estep 
Score: -9502977.000000 Penalty: 13363.073242
	Iteration 19Q: 3 clusters Score -9502977 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 40736 members 
Entering Unmasked Estep 
Score: -9503784.000000 Penalty: 13363.073242
	Iteration 20F: 3 clusters Score -9503784 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 41588 members 
Entering Unmasked Estep 
Score: -9504539.000000 Penalty: 13363.073242
	Iteration 21Q: 3 clusters Score -9504539 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
Score: -9505381.000000 Penalty: 13363.073242
	Iteration 22Q: 3 clusters Score -9505381 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 42972 members 
Entering Unmasked Estep 
Score: -9506317.000000 Penalty: 13363.073242
	Iteration 23Q: 3 clusters Score -9506317 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 43446 members 
Entering Unmasked Estep 
Score: -9507460.000000 Penalty: 13363.073242
	Iteration 24Q: 3 clusters Score -9507460 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 43725 members 
Entering Unmasked Estep 
Score: -9508556.000000 Penalty: 13363.073242
	Iteration 25Q: 3 clusters Score -9508556 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 43780 members 
Entering Unmasked Estep 
Score: -9509203.000000 Penalty: 13363.073242
	Iteration 26Q: 3 clusters Score -9509203 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 43699 members 
Entering Unmasked Estep 
Score: -9509520.000000 Penalty: 13363.073242
	Iteration 27Q: 3 clusters Score -9509520 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 43529 members 
Entering Unmasked Estep 
Score: -9509674.000000 Penalty: 13363.073242
	Iteration 28Q: 3 clusters Score -9509674 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 43327 members 
Entering Unmasked Estep 
Score: -9509825.000000 Penalty: 13363.073242
	Iteration 29Q: 3 clusters Score -9509825 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 43123 members 
Entering Unmasked Estep 
Score: -9509869.000000 Penalty: 13363.073242
	Iteration 30Q: 3 clusters Score -9509869 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 42927 members 
Entering Unmasked Estep 
Score: -9509969.000000 Penalty: 13363.073242
	Iteration 31Q: 3 clusters Score -9509969 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 42695 members 
Entering Unmasked Estep 
Score: -9510002.000000 Penalty: 13363.073242
	Iteration 32Q: 3 clusters Score -9510002 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 42478 members 
Entering Unmasked Estep 
Score: -9510074.000000 Penalty: 13363.073242
	Iteration 33Q: 3 clusters Score -9510074 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 42254 members 
Entering Unmasked Estep 
Score: -9510138.000000 Penalty: 13363.073242
	Iteration 34Q: 3 clusters Score -9510138 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 42051 members 
Entering Unmasked Estep 
Score: -9510182.000000 Penalty: 13363.073242
	Iteration 35Q: 3 clusters Score -9510182 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 41863 members 
Entering Unmasked Estep 
Score: -9510240.000000 Penalty: 13363.073242
	Iteration 36Q: 3 clusters Score -9510240 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 41670 members 
Entering Unmasked Estep 
Score: -9510303.000000 Penalty: 13363.073242
	Iteration 37Q: 3 clusters Score -9510303 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 41464 members 
Entering Unmasked Estep 
Score: -9510390.000000 Penalty: 13363.073242
	Iteration 38Q: 3 clusters Score -9510390 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 41254 members 
Entering Unmasked Estep 
Score: -9510431.000000 Penalty: 13363.073242
	Iteration 39Q: 3 clusters Score -9510431 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 41027 members 
Entering Unmasked Estep 
Score: -9510483.000000 Penalty: 13363.073242
	Iteration 40F: 3 clusters Score -9510483 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 40804 members 
Entering Unmasked Estep 
Score: -9510539.000000 Penalty: 13363.073242
	Iteration 41Q: 3 clusters Score -9510539 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 40580 members 
Entering Unmasked Estep 
Score: -9510590.000000 Penalty: 13363.073242
	Iteration 42Q: 3 clusters Score -9510590 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 40329 members 
Entering Unmasked Estep 
Score: -9510640.000000 Penalty: 13363.073242
	Iteration 43Q: 3 clusters Score -9510640 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 40064 members 
Entering Unmasked Estep 
Score: -9510702.000000 Penalty: 13363.073242
	Iteration 44Q: 3 clusters Score -9510702 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 39820 members 
Entering Unmasked Estep 
Score: -9510773.000000 Penalty: 13363.073242
	Iteration 45Q: 3 clusters Score -9510773 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 39561 members 
Entering Unmasked Estep 
Score: -9510843.000000 Penalty: 13363.073242
	Iteration 46Q: 3 clusters Score -9510843 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 39266 members 
Entering Unmasked Estep 
Score: -9510953.000000 Penalty: 13363.073242
	Iteration 47Q: 3 clusters Score -9510953 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 38938 members 
Entering Unmasked Estep 
Score: -9511025.000000 Penalty: 13363.073242
	Iteration 48Q: 3 clusters Score -9511025 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 38590 members 
Entering Unmasked Estep 
Score: -9511118.000000 Penalty: 13363.073242
	Iteration 49Q: 3 clusters Score -9511118 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 38254 members 
Entering Unmasked Estep 
Score: -9511216.000000 Penalty: 13363.073242
	Iteration 50Q: 3 clusters Score -9511216 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 37864 members 
Entering Unmasked Estep 
Score: -9511404.000000 Penalty: 13363.073242
	Iteration 51Q: 3 clusters Score -9511404 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 37407 members 
Entering Unmasked Estep 
Score: -9511567.000000 Penalty: 13363.073242
	Iteration 52Q: 3 clusters Score -9511567 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 36901 members 
Entering Unmasked Estep 
Score: -9511734.000000 Penalty: 13363.073242
	Iteration 53Q: 3 clusters Score -9511734 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 36365 members 
Entering Unmasked Estep 
Score: -9511960.000000 Penalty: 13363.073242
	Iteration 54Q: 3 clusters Score -9511960 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 35852 members 
Entering Unmasked Estep 
Score: -9512157.000000 Penalty: 13363.073242
	Iteration 55Q: 3 clusters Score -9512157 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 35350 members 
Entering Unmasked Estep 
Score: -9512366.000000 Penalty: 13363.073242
	Iteration 56Q: 3 clusters Score -9512366 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 34838 members 
Entering Unmasked Estep 
Score: -9512558.000000 Penalty: 13363.073242
	Iteration 57Q: 3 clusters Score -9512558 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 34338 members 
Entering Unmasked Estep 
Score: -9512767.000000 Penalty: 13363.073242
	Iteration 58Q: 3 clusters Score -9512767 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 33876 members 
Entering Unmasked Estep 
Score: -9512947.000000 Penalty: 13363.073242
	Iteration 59Q: 3 clusters Score -9512947 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 33475 members 
Entering Unmasked Estep 
Score: -9513043.000000 Penalty: 13363.073242
	Iteration 60F: 3 clusters Score -9513043 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 33071 members 
Entering Unmasked Estep 
Score: -9513215.000000 Penalty: 13363.073242
	Iteration 61Q: 3 clusters Score -9513215 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 32704 members 
Entering Unmasked Estep 
Score: -9513243.000000 Penalty: 13363.073242
	Iteration 62Q: 3 clusters Score -9513243 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 32376 members 
Entering Unmasked Estep 
Score: -9513358.000000 Penalty: 13363.073242
	Iteration 63Q: 3 clusters Score -9513358 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 32080 members 
Entering Unmasked Estep 
Score: -9513430.000000 Penalty: 13363.073242
	Iteration 64Q: 3 clusters Score -9513430 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 31867 members 
Entering Unmasked Estep 
Score: -9513472.000000 Penalty: 13363.073242
	Iteration 65Q: 3 clusters Score -9513472 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 31681 members 
Entering Unmasked Estep 
Score: -9513475.000000 Penalty: 13363.073242
	Iteration 66Q: 3 clusters Score -9513475 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 31535 members 
Entering Unmasked Estep 
Score: -9513502.000000 Penalty: 13363.073242
	Iteration 67Q: 3 clusters Score -9513502 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 31412 members 
Entering Unmasked Estep 
Score: -9513519.000000 Penalty: 13363.073242
	Iteration 68Q: 3 clusters Score -9513519 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 31312 members 
Entering Unmasked Estep 
Score: -9513520.000000 Penalty: 13363.073242
	Iteration 69Q: 3 clusters Score -9513520 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 31232 members 
Entering Unmasked Estep 
Score: -9513562.000000 Penalty: 13363.073242
	Iteration 70Q: 3 clusters Score -9513562 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 31175 members 
Entering Unmasked Estep 
Score: -9513551.000000 Penalty: 13363.073242
	Iteration 71Q: 3 clusters Score -9513551 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 31136 members 
Entering Unmasked Estep 
Score: -9513554.000000 Penalty: 13363.073242
	Iteration 72Q: 3 clusters Score -9513554 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 31111 members 
Entering Unmasked Estep 
Score: -9513531.000000 Penalty: 13363.073242
	Iteration 73Q: 3 clusters Score -9513531 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 31089 members 
Entering Unmasked Estep 
Score: -9513544.000000 Penalty: 13363.073242
	Iteration 74Q: 3 clusters Score -9513544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 31072 members 
Entering Unmasked Estep 
Score: -9513553.000000 Penalty: 13363.073242
	Iteration 75Q: 3 clusters Score -9513553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 31064 members 
Entering Unmasked Estep 
Score: -9513548.000000 Penalty: 13363.073242
	Iteration 76Q: 3 clusters Score -9513548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 31061 members 
Entering Unmasked Estep 
Score: -9513559.000000 Penalty: 13363.073242
	Iteration 77Q: 3 clusters Score -9513559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 31060 members 
Entering Unmasked Estep 
Score: -9513560.000000 Penalty: 13363.073242
	Iteration 78Q: 3 clusters Score -9513560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 31058 members 
Entering Unmasked Estep 
Score: -9513558.000000 Penalty: 13363.073242
	Iteration 79Q: 3 clusters Score -9513558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 31058 members 
Entering Unmasked Estep 
Score: -9513558.000000 Penalty: 13363.073242
	Iteration 80F: 3 clusters Score -9513558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 84528 members 
Mstep: Class 3 contains 46422 members 
Mstep: Class 4 contains 1649 members 
Mstep: Class 5 contains 20328 members 
Mstep: Class 6 contains 23588 members 
Mstep: Class 7 contains 320626 members 
Mstep: Class 8 contains 2420 members 
Mstep: Class 9 contains 1757 members 
Mstep: Class 10 contains 946 members 
Mstep: Class 11 contains 129254 members 
Mstep: Class 12 contains 22597 members 
Mstep: Class 13 contains 2846 members 
Mstep: Class 14 contains 39230 members 
Mstep: Class 15 contains 30842 members 
Mstep: Class 16 contains 70483 members 
Mstep: Class 17 contains 438 members 
Mstep: Class 18 contains 31058 members 
Mstep: Class 20 contains 541421 members 
Entering Unmasked Estep 
Score: -233298912.000000 Penalty: 164477.890625
Splitting cluster 6 changes total score from -233300080.000000 to -233298912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (320626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320626 members 
Entering Unmasked Estep 
Score: -55165296.000000 Penalty: 7765.293945
	Iteration 0F: 2 clusters Score -5.51653e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160113 members 
Mstep: Class 2 contains 160513 members 
Entering Unmasked Estep 
Score: -54957744.000000 Penalty: 15530.587891
	Iteration 0F: 3 clusters Score -5.495774e+07 nChanged 152792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155901 members 
Mstep: Class 2 contains 164725 members 
Entering Unmasked Estep 
Score: -55046392.000000 Penalty: 15530.587891
	Iteration 1F: 3 clusters Score -5.504639e+07 nChanged 10050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152891 members 
Mstep: Class 2 contains 167735 members 
Entering Unmasked Estep 
Score: -55048776.000000 Penalty: 15530.587891
	Iteration 2Q: 3 clusters Score -5.504878e+07 nChanged 11700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148127 members 
Mstep: Class 2 contains 172499 members 
Entering Unmasked Estep 
Score: -55052836.000000 Penalty: 15530.587891
	Iteration 3Q: 3 clusters Score -5.505284e+07 nChanged 14084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141235 members 
Mstep: Class 2 contains 179391 members 
Entering Unmasked Estep 
Score: -55058636.000000 Penalty: 15530.587891
	Iteration 4Q: 3 clusters Score -5.505864e+07 nChanged 16888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131595 members 
Mstep: Class 2 contains 189031 members 
Entering Unmasked Estep 
Score: -55067992.000000 Penalty: 15530.587891
	Iteration 5F: 3 clusters Score -5.506799e+07 nChanged 19642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119169 members 
Mstep: Class 2 contains 201457 members 
Entering Unmasked Estep 
Score: -55080472.000000 Penalty: 15530.587891
	Iteration 6F: 3 clusters Score -5.508047e+07 nChanged 21346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104033 members 
Mstep: Class 2 contains 216593 members 
Entering Unmasked Estep 
Score: -55094704.000000 Penalty: 15530.587891
	Iteration 7F: 3 clusters Score -5.50947e+07 nChanged 21118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87859 members 
Mstep: Class 2 contains 232767 members 
Entering Unmasked Estep 
Score: -55109000.000000 Penalty: 15530.587891
	Iteration 8F: 3 clusters Score -5.5109e+07 nChanged 18912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72225 members 
Mstep: Class 2 contains 248401 members 
Entering Unmasked Estep 
Score: -55121600.000000 Penalty: 15530.587891
	Iteration 9F: 3 clusters Score -5.51216e+07 nChanged 15467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58694 members 
Mstep: Class 2 contains 261932 members 
Entering Unmasked Estep 
Score: -55130596.000000 Penalty: 15530.587891
	Iteration 10Q: 3 clusters Score -5.51306e+07 nChanged 12338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47258 members 
Mstep: Class 2 contains 273368 members 
Entering Unmasked Estep 
Score: -55137484.000000 Penalty: 15530.587891
	Iteration 11Q: 3 clusters Score -5.513748e+07 nChanged 9684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37860 members 
Mstep: Class 2 contains 282766 members 
Entering Unmasked Estep 
Score: -55142512.000000 Penalty: 15530.587891
	Iteration 12Q: 3 clusters Score -5.514251e+07 nChanged 8011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29919 members 
Mstep: Class 2 contains 290707 members 
Entering Unmasked Estep 
Score: -55146752.000000 Penalty: 15530.587891
	Iteration 13Q: 3 clusters Score -5.514675e+07 nChanged 6568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 297259 members 
Entering Unmasked Estep 
Score: -55149880.000000 Penalty: 15530.587891
	Iteration 14Q: 3 clusters Score -5.514988e+07 nChanged 5311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 302568 members 
Entering Unmasked Estep 
Score: -55152296.000000 Penalty: 15530.587891
	Iteration 15Q: 3 clusters Score -5.51523e+07 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 306963 members 
Entering Unmasked Estep 
Score: -55154156.000000 Penalty: 15530.587891
	Iteration 16Q: 3 clusters Score -5.515416e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 310334 members 
Entering Unmasked Estep 
Score: -55155448.000000 Penalty: 15530.587891
	Iteration 17Q: 3 clusters Score -5.515545e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 312746 members 
Entering Unmasked Estep 
Score: -55156384.000000 Penalty: 15530.587891
	Iteration 18Q: 3 clusters Score -5.515638e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 314531 members 
Entering Unmasked Estep 
Score: -55157308.000000 Penalty: 15530.587891
	Iteration 19Q: 3 clusters Score -5.515731e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 315786 members 
Entering Unmasked Estep 
Score: -55157876.000000 Penalty: 15530.587891
	Iteration 20F: 3 clusters Score -5.515788e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 316609 members 
Entering Unmasked Estep 
Score: -55158264.000000 Penalty: 15530.587891
	Iteration 21Q: 3 clusters Score -5.515826e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 317182 members 
Entering Unmasked Estep 
Score: -55158424.000000 Penalty: 15530.587891
	Iteration 22Q: 3 clusters Score -5.515842e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 317565 members 
Entering Unmasked Estep 
Score: -55158624.000000 Penalty: 15530.587891
	Iteration 23Q: 3 clusters Score -5.515862e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 317826 members 
Entering Unmasked Estep 
Score: -55158712.000000 Penalty: 15530.587891
	Iteration 24Q: 3 clusters Score -5.515871e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 318010 members 
Entering Unmasked Estep 
Score: -55158684.000000 Penalty: 15530.587891
	Iteration 25Q: 3 clusters Score -5.515868e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 318152 members 
Entering Unmasked Estep 
Score: -55158840.000000 Penalty: 15530.587891
	Iteration 26Q: 3 clusters Score -5.515884e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 318271 members 
Entering Unmasked Estep 
Score: -55158840.000000 Penalty: 15530.587891
	Iteration 27Q: 3 clusters Score -5.515884e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 318355 members 
Entering Unmasked Estep 
Score: -55158952.000000 Penalty: 15530.587891
	Iteration 28Q: 3 clusters Score -5.515895e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 318430 members 
Entering Unmasked Estep 
Score: -55158984.000000 Penalty: 15530.587891
	Iteration 29Q: 3 clusters Score -5.515898e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 318479 members 
Entering Unmasked Estep 
Score: -55159016.000000 Penalty: 15530.587891
	Iteration 30Q: 3 clusters Score -5.515902e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 318521 members 
Entering Unmasked Estep 
Score: -55159076.000000 Penalty: 15530.587891
	Iteration 31Q: 3 clusters Score -5.515908e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 318556 members 
Entering Unmasked Estep 
Score: -55159092.000000 Penalty: 15530.587891
	Iteration 32Q: 3 clusters Score -5.515909e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 318574 members 
Entering Unmasked Estep 
Score: -55159168.000000 Penalty: 15530.587891
	Iteration 33Q: 3 clusters Score -5.515917e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 318593 members 
Entering Unmasked Estep 
Score: -55159200.000000 Penalty: 15530.587891
	Iteration 34Q: 3 clusters Score -5.51592e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 318609 members 
Entering Unmasked Estep 
Score: -55159196.000000 Penalty: 15530.587891
	Iteration 35Q: 3 clusters Score -5.51592e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 318627 members 
Entering Unmasked Estep 
Score: -55159172.000000 Penalty: 15530.587891
	Iteration 36Q: 3 clusters Score -5.515917e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 318640 members 
Entering Unmasked Estep 
Score: -55159192.000000 Penalty: 15530.587891
	Iteration 37Q: 3 clusters Score -5.515919e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 318657 members 
Entering Unmasked Estep 
Score: -55159208.000000 Penalty: 15530.587891
	Iteration 38Q: 3 clusters Score -5.515921e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 318667 members 
Entering Unmasked Estep 
Score: -55159188.000000 Penalty: 15530.587891
	Iteration 39Q: 3 clusters Score -5.515919e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 318680 members 
Entering Unmasked Estep 
Score: -55159208.000000 Penalty: 15530.587891
	Iteration 40F: 3 clusters Score -5.515921e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 318691 members 
Entering Unmasked Estep 
Score: -55159204.000000 Penalty: 15530.587891
	Iteration 41Q: 3 clusters Score -5.51592e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 318697 members 
Entering Unmasked Estep 
Score: -55159228.000000 Penalty: 15530.587891
	Iteration 42Q: 3 clusters Score -5.515923e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 318702 members 
Entering Unmasked Estep 
Score: -55159208.000000 Penalty: 15530.587891
	Iteration 43Q: 3 clusters Score -5.515921e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 318709 members 
Entering Unmasked Estep 
Score: -55159156.000000 Penalty: 15530.587891
	Iteration 44Q: 3 clusters Score -5.515916e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 318711 members 
Entering Unmasked Estep 
Score: -55159204.000000 Penalty: 15530.587891
	Iteration 45Q: 3 clusters Score -5.51592e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 318714 members 
Entering Unmasked Estep 
Score: -55159228.000000 Penalty: 15530.587891
	Iteration 46Q: 3 clusters Score -5.515923e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 318714 members 
Entering Unmasked Estep 
Score: -55159228.000000 Penalty: 15530.587891
	Iteration 47F: 3 clusters Score -5.515923e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Entering Unmasked Estep 
Score: -387669.625000 Penalty: 4772.307617
	Iteration 0F: 2 clusters Score -387669.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -382377.406250 Penalty: 9544.615234
	Iteration 0F: 3 clusters Score -382377.4 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -383068.312500 Penalty: 9544.615234
	Iteration 1F: 3 clusters Score -383068.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -383363.531250 Penalty: 9544.615234
	Iteration 2F: 3 clusters Score -383363.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -383597.156250 Penalty: 9544.615234
	Iteration 3Q: 3 clusters Score -383597.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -383792.625000 Penalty: 9544.615234
	Iteration 4Q: 3 clusters Score -383792.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -383928.500000 Penalty: 9544.615234
	Iteration 5Q: 3 clusters Score -383928.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -384038.937500 Penalty: 9544.615234
	Iteration 6Q: 3 clusters Score -384038.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -384161.656250 Penalty: 9544.615234
	Iteration 7Q: 3 clusters Score -384161.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -384269.687500 Penalty: 9544.615234
	Iteration 8Q: 3 clusters Score -384269.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -384387.062500 Penalty: 9544.615234
	Iteration 9Q: 3 clusters Score -384387.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -384477.906250 Penalty: 9544.615234
	Iteration 10Q: 3 clusters Score -384477.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -384571.250000 Penalty: 9544.615234
	Iteration 11Q: 3 clusters Score -384571.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -384659.250000 Penalty: 9544.615234
	Iteration 12Q: 3 clusters Score -384659.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -384774.750000 Penalty: 9544.615234
	Iteration 13Q: 3 clusters Score -384774.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -384886.031250 Penalty: 9544.615234
	Iteration 14Q: 3 clusters Score -384886 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -385035.562500 Penalty: 9544.615234
	Iteration 15Q: 3 clusters Score -385035.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -385204.125000 Penalty: 9544.615234
	Iteration 16Q: 3 clusters Score -385204.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -385392.468750 Penalty: 9544.615234
	Iteration 17Q: 3 clusters Score -385392.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -385598.468750 Penalty: 9544.615234
	Iteration 18Q: 3 clusters Score -385598.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -385757.500000 Penalty: 9544.615234
	Iteration 19Q: 3 clusters Score -385757.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -385882.843750 Penalty: 9544.615234
	Iteration 20F: 3 clusters Score -385882.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -385984.562500 Penalty: 9544.615234
	Iteration 21Q: 3 clusters Score -385984.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -386068.000000 Penalty: 9544.615234
	Iteration 22Q: 3 clusters Score -386068 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -386109.031250 Penalty: 9544.615234
	Iteration 23Q: 3 clusters Score -386109 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -386133.687500 Penalty: 9544.615234
	Iteration 24Q: 3 clusters Score -386133.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -386146.312500 Penalty: 9544.615234
	Iteration 25Q: 3 clusters Score -386146.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -386162.562500 Penalty: 9544.615234
	Iteration 26Q: 3 clusters Score -386162.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -386172.375000 Penalty: 9544.615234
	Iteration 27Q: 3 clusters Score -386172.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -386176.500000 Penalty: 9544.615234
	Iteration 28Q: 3 clusters Score -386176.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -386176.500000 Penalty: 9544.615234
	Iteration 29F: 3 clusters Score -386176.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Entering Unmasked Estep 
Score: -262091.781250 Penalty: 4576.209961
	Iteration 0F: 2 clusters Score -262091.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -257455.437500 Penalty: 9152.419922
	Iteration 0F: 3 clusters Score -257455.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -258458.843750 Penalty: 9152.419922
	Iteration 1F: 3 clusters Score -258458.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -259188.562500 Penalty: 9152.419922
	Iteration 2F: 3 clusters Score -259188.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -259696.078125 Penalty: 9152.419922
	Iteration 3F: 3 clusters Score -259696.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -260003.968750 Penalty: 9152.419922
	Iteration 4F: 3 clusters Score -260004 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -260184.781250 Penalty: 9152.419922
	Iteration 5Q: 3 clusters Score -260184.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -260320.015625 Penalty: 9152.419922
	Iteration 6Q: 3 clusters Score -260320 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -260450.000000 Penalty: 9152.419922
	Iteration 7Q: 3 clusters Score -260450 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -260555.156250 Penalty: 9152.419922
	Iteration 8Q: 3 clusters Score -260555.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -260675.062500 Penalty: 9152.419922
	Iteration 9Q: 3 clusters Score -260675.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -260793.828125 Penalty: 9152.419922
	Iteration 10Q: 3 clusters Score -260793.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -260862.109375 Penalty: 9152.419922
	Iteration 11Q: 3 clusters Score -260862.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -260890.375000 Penalty: 9152.419922
	Iteration 12Q: 3 clusters Score -260890.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -260918.343750 Penalty: 9152.419922
	Iteration 13Q: 3 clusters Score -260918.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -260928.343750 Penalty: 9152.419922
	Iteration 14Q: 3 clusters Score -260928.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -260937.312500 Penalty: 9152.419922
	Iteration 15Q: 3 clusters Score -260937.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -260940.109375 Penalty: 9152.419922
	Iteration 16Q: 3 clusters Score -260940.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -260944.250000 Penalty: 9152.419922
	Iteration 17Q: 3 clusters Score -260944.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -260948.000000 Penalty: 9152.419922
	Iteration 18Q: 3 clusters Score -260948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -260953.515625 Penalty: 9152.419922
	Iteration 19Q: 3 clusters Score -260953.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -260955.015625 Penalty: 9152.419922
	Iteration 20F: 3 clusters Score -260955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Entering Unmasked Estep 
Score: -147834.765625 Penalty: 4196.998535
	Iteration 0F: 2 clusters Score -147834.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -143913.078125 Penalty: 8393.997070
	Iteration 0F: 3 clusters Score -143913.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -144219.843750 Penalty: 8393.997070
	Iteration 1F: 3 clusters Score -144219.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -144275.468750 Penalty: 8393.997070
	Iteration 2Q: 3 clusters Score -144275.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -144314.484375 Penalty: 8393.997070
	Iteration 3Q: 3 clusters Score -144314.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -144330.640625 Penalty: 8393.997070
	Iteration 4Q: 3 clusters Score -144330.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -144336.968750 Penalty: 8393.997070
	Iteration 5Q: 3 clusters Score -144337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -144343.296875 Penalty: 8393.997070
	Iteration 6Q: 3 clusters Score -144343.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -144347.218750 Penalty: 8393.997070
	Iteration 7Q: 3 clusters Score -144347.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -144347.218750 Penalty: 8393.997070
	Iteration 8F: 3 clusters Score -144347.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (129254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129254 members 
Entering Unmasked Estep 
Score: -22320322.000000 Penalty: 7208.840332
	Iteration 0F: 2 clusters Score -2.232032e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65001 members 
Mstep: Class 2 contains 64253 members 
Entering Unmasked Estep 
Score: -22233390.000000 Penalty: 14417.680664
	Iteration 0F: 3 clusters Score -2.223339e+07 nChanged 59672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68263 members 
Mstep: Class 2 contains 60991 members 
Entering Unmasked Estep 
Score: -22266608.000000 Penalty: 14417.680664
	Iteration 1F: 3 clusters Score -2.226661e+07 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70289 members 
Mstep: Class 2 contains 58965 members 
Entering Unmasked Estep 
Score: -22268600.000000 Penalty: 14417.680664
	Iteration 2Q: 3 clusters Score -2.22686e+07 nChanged 5846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73315 members 
Mstep: Class 2 contains 55939 members 
Entering Unmasked Estep 
Score: -22270942.000000 Penalty: 14417.680664
	Iteration 3Q: 3 clusters Score -2.227094e+07 nChanged 6713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77654 members 
Mstep: Class 2 contains 51600 members 
Entering Unmasked Estep 
Score: -22274246.000000 Penalty: 14417.680664
	Iteration 4F: 3 clusters Score -2.227425e+07 nChanged 7851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83589 members 
Mstep: Class 2 contains 45665 members 
Entering Unmasked Estep 
Score: -22278714.000000 Penalty: 14417.680664
	Iteration 5F: 3 clusters Score -2.227871e+07 nChanged 9100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91165 members 
Mstep: Class 2 contains 38089 members 
Entering Unmasked Estep 
Score: -22285204.000000 Penalty: 14417.680664
	Iteration 6F: 3 clusters Score -2.22852e+07 nChanged 9415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99448 members 
Mstep: Class 2 contains 29806 members 
Entering Unmasked Estep 
Score: -22292642.000000 Penalty: 14417.680664
	Iteration 7F: 3 clusters Score -2.229264e+07 nChanged 8274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106962 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -22300250.000000 Penalty: 14417.680664
	Iteration 8F: 3 clusters Score -2.230025e+07 nChanged 5943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112301 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -22306490.000000 Penalty: 14417.680664
	Iteration 9Q: 3 clusters Score -2.230649e+07 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115242 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -22309878.000000 Penalty: 14417.680664
	Iteration 10Q: 3 clusters Score -2.230988e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116912 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -22311324.000000 Penalty: 14417.680664
	Iteration 11Q: 3 clusters Score -2.231132e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118085 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -22312072.000000 Penalty: 14417.680664
	Iteration 12Q: 3 clusters Score -2.231207e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119021 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -22312518.000000 Penalty: 14417.680664
	Iteration 13Q: 3 clusters Score -2.231252e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119800 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -22312864.000000 Penalty: 14417.680664
	Iteration 14Q: 3 clusters Score -2.231286e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120477 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -22313062.000000 Penalty: 14417.680664
	Iteration 15Q: 3 clusters Score -2.231306e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121062 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -22313284.000000 Penalty: 14417.680664
	Iteration 16Q: 3 clusters Score -2.231328e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121535 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -22313392.000000 Penalty: 14417.680664
	Iteration 17Q: 3 clusters Score -2.231339e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121942 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -22313460.000000 Penalty: 14417.680664
	Iteration 18Q: 3 clusters Score -2.231346e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122297 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -22313594.000000 Penalty: 14417.680664
	Iteration 19Q: 3 clusters Score -2.231359e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122619 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -22313680.000000 Penalty: 14417.680664
	Iteration 20F: 3 clusters Score -2.231368e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122901 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -22313744.000000 Penalty: 14417.680664
	Iteration 21Q: 3 clusters Score -2.231374e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123143 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -22313790.000000 Penalty: 14417.680664
	Iteration 22Q: 3 clusters Score -2.231379e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123349 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -22313838.000000 Penalty: 14417.680664
	Iteration 23Q: 3 clusters Score -2.231384e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123525 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -22313924.000000 Penalty: 14417.680664
	Iteration 24Q: 3 clusters Score -2.231392e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123664 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -22314000.000000 Penalty: 14417.680664
	Iteration 25Q: 3 clusters Score -2.2314e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123800 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -22314026.000000 Penalty: 14417.680664
	Iteration 26Q: 3 clusters Score -2.231403e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123932 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -22314024.000000 Penalty: 14417.680664
	Iteration 27Q: 3 clusters Score -2.231402e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124052 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -22314032.000000 Penalty: 14417.680664
	Iteration 28Q: 3 clusters Score -2.231403e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124175 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -22314094.000000 Penalty: 14417.680664
	Iteration 29Q: 3 clusters Score -2.231409e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124278 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -22314116.000000 Penalty: 14417.680664
	Iteration 30Q: 3 clusters Score -2.231412e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124380 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -22314110.000000 Penalty: 14417.680664
	Iteration 31Q: 3 clusters Score -2.231411e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124462 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -22314132.000000 Penalty: 14417.680664
	Iteration 32Q: 3 clusters Score -2.231413e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124546 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -22314128.000000 Penalty: 14417.680664
	Iteration 33Q: 3 clusters Score -2.231413e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124632 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -22314192.000000 Penalty: 14417.680664
	Iteration 34Q: 3 clusters Score -2.231419e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124734 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -22314236.000000 Penalty: 14417.680664
	Iteration 35Q: 3 clusters Score -2.231424e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124819 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -22314256.000000 Penalty: 14417.680664
	Iteration 36Q: 3 clusters Score -2.231426e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124897 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -22314252.000000 Penalty: 14417.680664
	Iteration 37Q: 3 clusters Score -2.231425e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124955 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -22314250.000000 Penalty: 14417.680664
	Iteration 38Q: 3 clusters Score -2.231425e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125006 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -22314256.000000 Penalty: 14417.680664
	Iteration 39Q: 3 clusters Score -2.231426e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125060 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -22314256.000000 Penalty: 14417.680664
	Iteration 40F: 3 clusters Score -2.231426e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125106 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -22314264.000000 Penalty: 14417.680664
	Iteration 41Q: 3 clusters Score -2.231426e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125144 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -22314298.000000 Penalty: 14417.680664
	Iteration 42Q: 3 clusters Score -2.23143e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125178 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -22314332.000000 Penalty: 14417.680664
	Iteration 43Q: 3 clusters Score -2.231433e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125206 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -22314342.000000 Penalty: 14417.680664
	Iteration 44Q: 3 clusters Score -2.231434e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125227 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -22314346.000000 Penalty: 14417.680664
	Iteration 45Q: 3 clusters Score -2.231435e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125252 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -22314350.000000 Penalty: 14417.680664
	Iteration 46Q: 3 clusters Score -2.231435e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125275 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -22314354.000000 Penalty: 14417.680664
	Iteration 47Q: 3 clusters Score -2.231435e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125296 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -22314354.000000 Penalty: 14417.680664
	Iteration 48Q: 3 clusters Score -2.231435e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125314 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -22314388.000000 Penalty: 14417.680664
	Iteration 49Q: 3 clusters Score -2.231439e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125337 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -22314364.000000 Penalty: 14417.680664
	Iteration 50Q: 3 clusters Score -2.231436e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125352 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -22314390.000000 Penalty: 14417.680664
	Iteration 51Q: 3 clusters Score -2.231439e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125368 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -22314404.000000 Penalty: 14417.680664
	Iteration 52Q: 3 clusters Score -2.23144e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125386 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -22314420.000000 Penalty: 14417.680664
	Iteration 53Q: 3 clusters Score -2.231442e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125402 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -22314434.000000 Penalty: 14417.680664
	Iteration 54Q: 3 clusters Score -2.231443e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125417 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -22314432.000000 Penalty: 14417.680664
	Iteration 55Q: 3 clusters Score -2.231443e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125427 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -22314438.000000 Penalty: 14417.680664
	Iteration 56Q: 3 clusters Score -2.231444e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125440 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -22314428.000000 Penalty: 14417.680664
	Iteration 57Q: 3 clusters Score -2.231443e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125450 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -22314432.000000 Penalty: 14417.680664
	Iteration 58Q: 3 clusters Score -2.231443e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125459 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -22314422.000000 Penalty: 14417.680664
	Iteration 59Q: 3 clusters Score -2.231442e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125467 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -22314414.000000 Penalty: 14417.680664
	Iteration 60F: 3 clusters Score -2.231441e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125475 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -22314414.000000 Penalty: 14417.680664
	Iteration 61Q: 3 clusters Score -2.231441e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125481 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -22314426.000000 Penalty: 14417.680664
	Iteration 62Q: 3 clusters Score -2.231443e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125487 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -22314422.000000 Penalty: 14417.680664
	Iteration 63Q: 3 clusters Score -2.231442e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125494 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -22314440.000000 Penalty: 14417.680664
	Iteration 64Q: 3 clusters Score -2.231444e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125500 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -22314438.000000 Penalty: 14417.680664
	Iteration 65Q: 3 clusters Score -2.231444e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125505 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -22314436.000000 Penalty: 14417.680664
	Iteration 66Q: 3 clusters Score -2.231444e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125512 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -22314424.000000 Penalty: 14417.680664
	Iteration 67Q: 3 clusters Score -2.231442e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125519 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -22314440.000000 Penalty: 14417.680664
	Iteration 68Q: 3 clusters Score -2.231444e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125524 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -22314434.000000 Penalty: 14417.680664
	Iteration 69Q: 3 clusters Score -2.231443e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125526 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -22314432.000000 Penalty: 14417.680664
	Iteration 70Q: 3 clusters Score -2.231443e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125527 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -22314436.000000 Penalty: 14417.680664
	Iteration 71Q: 3 clusters Score -2.231444e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125528 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -22314440.000000 Penalty: 14417.680664
	Iteration 72Q: 3 clusters Score -2.231444e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125529 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -22314442.000000 Penalty: 14417.680664
	Iteration 73Q: 3 clusters Score -2.231444e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125530 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -22314434.000000 Penalty: 14417.680664
	Iteration 74Q: 3 clusters Score -2.231443e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125531 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -22314424.000000 Penalty: 14417.680664
	Iteration 75Q: 3 clusters Score -2.231442e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125532 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -22314434.000000 Penalty: 14417.680664
	Iteration 76Q: 3 clusters Score -2.231443e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125533 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -22314430.000000 Penalty: 14417.680664
	Iteration 77Q: 3 clusters Score -2.231443e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125533 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -22314430.000000 Penalty: 14417.680664
	Iteration 78F: 3 clusters Score -2.231443e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (22597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Entering Unmasked Estep 
Score: -3746455.250000 Penalty: 6140.663086
	Iteration 0F: 2 clusters Score -3746455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -3728219.250000 Penalty: 12281.326172
	Iteration 0F: 3 clusters Score -3728219 nChanged 9322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -3733320.500000 Penalty: 12281.326172
	Iteration 1F: 3 clusters Score -3733320 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -3734213.250000 Penalty: 12281.326172
	Iteration 2F: 3 clusters Score -3734213 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -3735078.750000 Penalty: 12281.326172
	Iteration 3F: 3 clusters Score -3735079 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -3735960.000000 Penalty: 12281.326172
	Iteration 4F: 3 clusters Score -3735960 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -3736960.000000 Penalty: 12281.326172
	Iteration 5F: 3 clusters Score -3736960 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -3738073.000000 Penalty: 12281.326172
	Iteration 6F: 3 clusters Score -3738073 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -3739184.250000 Penalty: 12281.326172
	Iteration 7F: 3 clusters Score -3739184 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -3740122.500000 Penalty: 12281.326172
	Iteration 8F: 3 clusters Score -3740122 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -3740891.250000 Penalty: 12281.326172
	Iteration 9F: 3 clusters Score -3740891 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -3741434.750000 Penalty: 12281.326172
	Iteration 10Q: 3 clusters Score -3741435 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -3741786.750000 Penalty: 12281.326172
	Iteration 11Q: 3 clusters Score -3741787 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -3742001.500000 Penalty: 12281.326172
	Iteration 12Q: 3 clusters Score -3742002 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -3742116.250000 Penalty: 12281.326172
	Iteration 13Q: 3 clusters Score -3742116 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -3742179.500000 Penalty: 12281.326172
	Iteration 14Q: 3 clusters Score -3742180 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -3742210.000000 Penalty: 12281.326172
	Iteration 15Q: 3 clusters Score -3742210 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -3742228.500000 Penalty: 12281.326172
	Iteration 16Q: 3 clusters Score -3742228 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -3742238.500000 Penalty: 12281.326172
	Iteration 17Q: 3 clusters Score -3742238 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -3742254.000000 Penalty: 12281.326172
	Iteration 18Q: 3 clusters Score -3742254 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -3742260.250000 Penalty: 12281.326172
	Iteration 19Q: 3 clusters Score -3742260 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -3742267.750000 Penalty: 12281.326172
	Iteration 20F: 3 clusters Score -3742268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -3742267.000000 Penalty: 12281.326172
	Iteration 21Q: 3 clusters Score -3742267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -3742273.250000 Penalty: 12281.326172
	Iteration 22Q: 3 clusters Score -3742273 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -3742270.750000 Penalty: 12281.326172
	Iteration 23Q: 3 clusters Score -3742271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -3742265.750000 Penalty: 12281.326172
	Iteration 24Q: 3 clusters Score -3742266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -3742267.750000 Penalty: 12281.326172
	Iteration 25Q: 3 clusters Score -3742268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -3742267.750000 Penalty: 12281.326172
	Iteration 26Q: 3 clusters Score -3742268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -3742266.750000 Penalty: 12281.326172
	Iteration 27Q: 3 clusters Score -3742267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -3742267.500000 Penalty: 12281.326172
	Iteration 28Q: 3 clusters Score -3742268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -3742270.250000 Penalty: 12281.326172
	Iteration 29Q: 3 clusters Score -3742270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -3742267.500000 Penalty: 12281.326172
	Iteration 30Q: 3 clusters Score -3742268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -3742267.500000 Penalty: 12281.326172
	Iteration 31F: 3 clusters Score -3742268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Entering Unmasked Estep 
Score: -462044.281250 Penalty: 4871.622559
	Iteration 0F: 2 clusters Score -462044.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -456458.437500 Penalty: 9743.245117
	Iteration 0F: 3 clusters Score -456458.4 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -457365.187500 Penalty: 9743.245117
	Iteration 1F: 3 clusters Score -457365.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -457861.781250 Penalty: 9743.245117
	Iteration 2F: 3 clusters Score -457861.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -458185.750000 Penalty: 9743.245117
	Iteration 3F: 3 clusters Score -458185.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -458439.968750 Penalty: 9743.245117
	Iteration 4F: 3 clusters Score -458440 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -458749.156250 Penalty: 9743.245117
	Iteration 5F: 3 clusters Score -458749.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -459154.656250 Penalty: 9743.245117
	Iteration 6F: 3 clusters Score -459154.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -459638.656250 Penalty: 9743.245117
	Iteration 7F: 3 clusters Score -459638.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -460249.562500 Penalty: 9743.245117
	Iteration 8F: 3 clusters Score -460249.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -460945.781250 Penalty: 9743.245117
	Iteration 9F: 3 clusters Score -460945.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -461859.750000 Penalty: 9743.245117
	Iteration 10F: 3 clusters Score -461859.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -462934.500000 Penalty: 9743.245117
	Iteration 11Q: 3 clusters Score -462934.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -463218.062500 Penalty: 9743.245117
	Iteration 12Q: 3 clusters Score -463218.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -463271.343750 Penalty: 9743.245117
	Iteration 13Q: 3 clusters Score -463271.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -463280.187500 Penalty: 9743.245117
	Iteration 14Q: 3 clusters Score -463280.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -463295.312500 Penalty: 9743.245117
	Iteration 15Q: 3 clusters Score -463295.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -463327.843750 Penalty: 9743.245117
	Iteration 16Q: 3 clusters Score -463327.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -463386.531250 Penalty: 9743.245117
	Iteration 17Q: 3 clusters Score -463386.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -463641.281250 Penalty: 9743.245117
	Iteration 18Q: 3 clusters Score -463641.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -464026.906250 Penalty: 9743.245117
	Iteration 19Q: 3 clusters Score -464026.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -464068.718750 Penalty: 9743.245117
	Iteration 20F: 3 clusters Score -464068.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 84528 members 
Mstep: Class 3 contains 46422 members 
Mstep: Class 4 contains 1649 members 
Mstep: Class 5 contains 20328 members 
Mstep: Class 6 contains 54646 members 
Mstep: Class 7 contains 320626 members 
Mstep: Class 8 contains 2420 members 
Mstep: Class 9 contains 1757 members 
Mstep: Class 10 contains 946 members 
Mstep: Class 11 contains 129254 members 
Mstep: Class 12 contains 22597 members 
Mstep: Class 13 contains 1200 members 
Mstep: Class 14 contains 39230 members 
Mstep: Class 15 contains 30842 members 
Mstep: Class 16 contains 70483 members 
Mstep: Class 17 contains 438 members 
Mstep: Class 18 contains 1646 members 
Mstep: Class 20 contains 541421 members 
Entering Unmasked Estep 
Score: -233299744.000000 Penalty: 164477.890625
Splitting cluster 13 changes total score from -233300080.000000 to -233299744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (39230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39230 members 
Entering Unmasked Estep 
Score: -6589245.500000 Penalty: 6478.533203
	Iteration 0F: 2 clusters Score -6589246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -6560523.500000 Penalty: 12957.066406
	Iteration 0F: 3 clusters Score -6560524 nChanged 16968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -6569564.000000 Penalty: 12957.066406
	Iteration 1F: 3 clusters Score -6569564 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -6570331.000000 Penalty: 12957.066406
	Iteration 2F: 3 clusters Score -6570331 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -6570893.000000 Penalty: 12957.066406
	Iteration 3Q: 3 clusters Score -6570893 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -6571548.000000 Penalty: 12957.066406
	Iteration 4Q: 3 clusters Score -6571548 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -6572329.000000 Penalty: 12957.066406
	Iteration 5Q: 3 clusters Score -6572329 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -6573425.000000 Penalty: 12957.066406
	Iteration 6Q: 3 clusters Score -6573425 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -6575212.000000 Penalty: 12957.066406
	Iteration 7F: 3 clusters Score -6575212 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 21836 members 
Entering Unmasked Estep 
Score: -6577652.000000 Penalty: 12957.066406
	Iteration 8F: 3 clusters Score -6577652 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -6580348.000000 Penalty: 12957.066406
	Iteration 9F: 3 clusters Score -6580348 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -6582574.500000 Penalty: 12957.066406
	Iteration 10F: 3 clusters Score -6582574 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -6583860.000000 Penalty: 12957.066406
	Iteration 11F: 3 clusters Score -6583860 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 24187 members 
Entering Unmasked Estep 
Score: -6584490.000000 Penalty: 12957.066406
	Iteration 12Q: 3 clusters Score -6584490 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -6584723.000000 Penalty: 12957.066406
	Iteration 13Q: 3 clusters Score -6584723 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -6584877.000000 Penalty: 12957.066406
	Iteration 14Q: 3 clusters Score -6584877 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -6584951.500000 Penalty: 12957.066406
	Iteration 15Q: 3 clusters Score -6584952 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 23681 members 
Entering Unmasked Estep 
Score: -6585032.000000 Penalty: 12957.066406
	Iteration 16Q: 3 clusters Score -6585032 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 23542 members 
Entering Unmasked Estep 
Score: -6585034.500000 Penalty: 12957.066406
	Iteration 17Q: 3 clusters Score -6585034 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -6585038.500000 Penalty: 12957.066406
	Iteration 18Q: 3 clusters Score -6585038 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -6585069.000000 Penalty: 12957.066406
	Iteration 19Q: 3 clusters Score -6585069 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -6585087.000000 Penalty: 12957.066406
	Iteration 20F: 3 clusters Score -6585087 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 23137 members 
Entering Unmasked Estep 
Score: -6585106.500000 Penalty: 12957.066406
	Iteration 21Q: 3 clusters Score -6585106 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -6585113.500000 Penalty: 12957.066406
	Iteration 22Q: 3 clusters Score -6585114 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -6585137.500000 Penalty: 12957.066406
	Iteration 23Q: 3 clusters Score -6585138 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -6585154.500000 Penalty: 12957.066406
	Iteration 24Q: 3 clusters Score -6585154 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -6585161.000000 Penalty: 12957.066406
	Iteration 25Q: 3 clusters Score -6585161 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -6585172.500000 Penalty: 12957.066406
	Iteration 26Q: 3 clusters Score -6585172 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -6585189.500000 Penalty: 12957.066406
	Iteration 27Q: 3 clusters Score -6585190 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -6585205.500000 Penalty: 12957.066406
	Iteration 28Q: 3 clusters Score -6585206 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -6585206.500000 Penalty: 12957.066406
	Iteration 29Q: 3 clusters Score -6585206 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -6585220.500000 Penalty: 12957.066406
	Iteration 30Q: 3 clusters Score -6585220 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
Score: -6585225.000000 Penalty: 12957.066406
	Iteration 31Q: 3 clusters Score -6585225 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 22509 members 
Entering Unmasked Estep 
Score: -6585222.000000 Penalty: 12957.066406
	Iteration 32Q: 3 clusters Score -6585222 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -6585219.000000 Penalty: 12957.066406
	Iteration 33Q: 3 clusters Score -6585219 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -6585229.000000 Penalty: 12957.066406
	Iteration 34Q: 3 clusters Score -6585229 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -6585214.500000 Penalty: 12957.066406
	Iteration 35Q: 3 clusters Score -6585214 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -6585208.000000 Penalty: 12957.066406
	Iteration 36Q: 3 clusters Score -6585208 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 22375 members 
Entering Unmasked Estep 
Score: -6585189.500000 Penalty: 12957.066406
	Iteration 37Q: 3 clusters Score -6585190 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -6585191.500000 Penalty: 12957.066406
	Iteration 38Q: 3 clusters Score -6585192 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 22333 members 
Entering Unmasked Estep 
Score: -6585206.000000 Penalty: 12957.066406
	Iteration 39Q: 3 clusters Score -6585206 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -6585203.000000 Penalty: 12957.066406
	Iteration 40F: 3 clusters Score -6585203 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 22295 members 
Entering Unmasked Estep 
Score: -6585203.500000 Penalty: 12957.066406
	Iteration 41Q: 3 clusters Score -6585204 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 22275 members 
Entering Unmasked Estep 
Score: -6585197.500000 Penalty: 12957.066406
	Iteration 42Q: 3 clusters Score -6585198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -6585199.000000 Penalty: 12957.066406
	Iteration 43Q: 3 clusters Score -6585199 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 22240 members 
Entering Unmasked Estep 
Score: -6585204.500000 Penalty: 12957.066406
	Iteration 44Q: 3 clusters Score -6585204 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
Score: -6585210.500000 Penalty: 12957.066406
	Iteration 45Q: 3 clusters Score -6585210 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -6585205.000000 Penalty: 12957.066406
	Iteration 46Q: 3 clusters Score -6585205 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
Score: -6585199.500000 Penalty: 12957.066406
	Iteration 47Q: 3 clusters Score -6585200 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -6585195.000000 Penalty: 12957.066406
	Iteration 48Q: 3 clusters Score -6585195 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -6585206.500000 Penalty: 12957.066406
	Iteration 49Q: 3 clusters Score -6585206 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -6585213.500000 Penalty: 12957.066406
	Iteration 50Q: 3 clusters Score -6585214 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -6585210.000000 Penalty: 12957.066406
	Iteration 51Q: 3 clusters Score -6585210 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -6585208.500000 Penalty: 12957.066406
	Iteration 52Q: 3 clusters Score -6585208 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -6585208.000000 Penalty: 12957.066406
	Iteration 53Q: 3 clusters Score -6585208 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -6585223.000000 Penalty: 12957.066406
	Iteration 54Q: 3 clusters Score -6585223 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -6585219.500000 Penalty: 12957.066406
	Iteration 55Q: 3 clusters Score -6585220 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
Score: -6585222.000000 Penalty: 12957.066406
	Iteration 56Q: 3 clusters Score -6585222 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -6585229.000000 Penalty: 12957.066406
	Iteration 57Q: 3 clusters Score -6585229 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
Score: -6585243.000000 Penalty: 12957.066406
	Iteration 58Q: 3 clusters Score -6585243 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -6585241.000000 Penalty: 12957.066406
	Iteration 59Q: 3 clusters Score -6585241 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -6585248.500000 Penalty: 12957.066406
	Iteration 60F: 3 clusters Score -6585248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -6585256.000000 Penalty: 12957.066406
	Iteration 61Q: 3 clusters Score -6585256 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -6585245.000000 Penalty: 12957.066406
	Iteration 62Q: 3 clusters Score -6585245 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -6585254.500000 Penalty: 12957.066406
	Iteration 63Q: 3 clusters Score -6585254 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -6585259.000000 Penalty: 12957.066406
	Iteration 64Q: 3 clusters Score -6585259 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -6585252.000000 Penalty: 12957.066406
	Iteration 65Q: 3 clusters Score -6585252 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -6585247.500000 Penalty: 12957.066406
	Iteration 66Q: 3 clusters Score -6585248 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -6585259.000000 Penalty: 12957.066406
	Iteration 67Q: 3 clusters Score -6585259 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -6585243.500000 Penalty: 12957.066406
	Iteration 68Q: 3 clusters Score -6585244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -6585258.500000 Penalty: 12957.066406
	Iteration 69Q: 3 clusters Score -6585258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -6585250.500000 Penalty: 12957.066406
	Iteration 70Q: 3 clusters Score -6585250 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -6585252.500000 Penalty: 12957.066406
	Iteration 71Q: 3 clusters Score -6585252 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -6585249.000000 Penalty: 12957.066406
	Iteration 72Q: 3 clusters Score -6585249 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -6585255.500000 Penalty: 12957.066406
	Iteration 73Q: 3 clusters Score -6585256 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -6585267.000000 Penalty: 12957.066406
	Iteration 74Q: 3 clusters Score -6585267 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -6585268.000000 Penalty: 12957.066406
	Iteration 75Q: 3 clusters Score -6585268 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -6585263.000000 Penalty: 12957.066406
	Iteration 76Q: 3 clusters Score -6585263 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -6585275.500000 Penalty: 12957.066406
	Iteration 77Q: 3 clusters Score -6585276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -6585264.500000 Penalty: 12957.066406
	Iteration 78Q: 3 clusters Score -6585264 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -6585270.500000 Penalty: 12957.066406
	Iteration 79Q: 3 clusters Score -6585270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -6585278.500000 Penalty: 12957.066406
	Iteration 80F: 3 clusters Score -6585278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -6585282.000000 Penalty: 12957.066406
	Iteration 81Q: 3 clusters Score -6585282 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -6585289.000000 Penalty: 12957.066406
	Iteration 82Q: 3 clusters Score -6585289 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -6585297.000000 Penalty: 12957.066406
	Iteration 83Q: 3 clusters Score -6585297 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -6585298.500000 Penalty: 12957.066406
	Iteration 84Q: 3 clusters Score -6585298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -6585296.000000 Penalty: 12957.066406
	Iteration 85Q: 3 clusters Score -6585296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -6585305.000000 Penalty: 12957.066406
	Iteration 86Q: 3 clusters Score -6585305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -6585293.000000 Penalty: 12957.066406
	Iteration 87Q: 3 clusters Score -6585293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -6585294.000000 Penalty: 12957.066406
	Iteration 88Q: 3 clusters Score -6585294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -6585296.000000 Penalty: 12957.066406
	Iteration 89Q: 3 clusters Score -6585296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -6585289.000000 Penalty: 12957.066406
	Iteration 90Q: 3 clusters Score -6585289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -6585285.000000 Penalty: 12957.066406
	Iteration 91Q: 3 clusters Score -6585285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -6585287.500000 Penalty: 12957.066406
	Iteration 92Q: 3 clusters Score -6585288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -6585292.000000 Penalty: 12957.066406
	Iteration 93Q: 3 clusters Score -6585292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -6585295.000000 Penalty: 12957.066406
	Iteration 94Q: 3 clusters Score -6585295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -6585291.000000 Penalty: 12957.066406
	Iteration 95Q: 3 clusters Score -6585291 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -6585308.500000 Penalty: 12957.066406
	Iteration 96Q: 3 clusters Score -6585308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -6585292.500000 Penalty: 12957.066406
	Iteration 97Q: 3 clusters Score -6585292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
Score: -6585282.500000 Penalty: 12957.066406
	Iteration 98Q: 3 clusters Score -6585282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 21281 members 
Entering Unmasked Estep 
Score: -6585279.500000 Penalty: 12957.066406
	Iteration 99Q: 3 clusters Score -6585280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -6585284.500000 Penalty: 12957.066406
	Iteration 100F: 3 clusters Score -6585284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -6585288.000000 Penalty: 12957.066406
	Iteration 101Q: 3 clusters Score -6585288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -6585300.500000 Penalty: 12957.066406
	Iteration 102Q: 3 clusters Score -6585300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -6585310.000000 Penalty: 12957.066406
	Iteration 103Q: 3 clusters Score -6585310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -6585305.000000 Penalty: 12957.066406
	Iteration 104Q: 3 clusters Score -6585305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -6585308.000000 Penalty: 12957.066406
	Iteration 105Q: 3 clusters Score -6585308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -6585314.000000 Penalty: 12957.066406
	Iteration 106Q: 3 clusters Score -6585314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -6585308.500000 Penalty: 12957.066406
	Iteration 107Q: 3 clusters Score -6585308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -6585308.500000 Penalty: 12957.066406
	Iteration 108Q: 3 clusters Score -6585308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -6585305.000000 Penalty: 12957.066406
	Iteration 109Q: 3 clusters Score -6585305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -6585311.000000 Penalty: 12957.066406
	Iteration 110Q: 3 clusters Score -6585311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -6585309.500000 Penalty: 12957.066406
	Iteration 111Q: 3 clusters Score -6585310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -6585313.000000 Penalty: 12957.066406
	Iteration 112Q: 3 clusters Score -6585313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -6585314.500000 Penalty: 12957.066406
	Iteration 113Q: 3 clusters Score -6585314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -6585318.000000 Penalty: 12957.066406
	Iteration 114Q: 3 clusters Score -6585318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -6585328.500000 Penalty: 12957.066406
	Iteration 115Q: 3 clusters Score -6585328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -6585323.500000 Penalty: 12957.066406
	Iteration 116Q: 3 clusters Score -6585324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -6585325.000000 Penalty: 12957.066406
	Iteration 117Q: 3 clusters Score -6585325 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -6585333.000000 Penalty: 12957.066406
	Iteration 118Q: 3 clusters Score -6585333 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -6585332.500000 Penalty: 12957.066406
	Iteration 119Q: 3 clusters Score -6585332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -6585336.000000 Penalty: 12957.066406
	Iteration 120F: 3 clusters Score -6585336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -6585344.500000 Penalty: 12957.066406
	Iteration 121Q: 3 clusters Score -6585344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -6585337.500000 Penalty: 12957.066406
	Iteration 122Q: 3 clusters Score -6585338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -6585336.500000 Penalty: 12957.066406
	Iteration 123Q: 3 clusters Score -6585336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -6585338.000000 Penalty: 12957.066406
	Iteration 124Q: 3 clusters Score -6585338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -6585348.500000 Penalty: 12957.066406
	Iteration 125Q: 3 clusters Score -6585348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -6585344.000000 Penalty: 12957.066406
	Iteration 126Q: 3 clusters Score -6585344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -6585346.500000 Penalty: 12957.066406
	Iteration 127Q: 3 clusters Score -6585346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -6585341.000000 Penalty: 12957.066406
	Iteration 128Q: 3 clusters Score -6585341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -6585351.500000 Penalty: 12957.066406
	Iteration 129Q: 3 clusters Score -6585352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -6585356.000000 Penalty: 12957.066406
	Iteration 130Q: 3 clusters Score -6585356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -6585344.000000 Penalty: 12957.066406
	Iteration 131Q: 3 clusters Score -6585344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -6585344.000000 Penalty: 12957.066406
	Iteration 132Q: 3 clusters Score -6585344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -6585352.000000 Penalty: 12957.066406
	Iteration 133Q: 3 clusters Score -6585352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -6585347.500000 Penalty: 12957.066406
	Iteration 134Q: 3 clusters Score -6585348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -6585345.500000 Penalty: 12957.066406
	Iteration 135Q: 3 clusters Score -6585346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -6585345.000000 Penalty: 12957.066406
	Iteration 136Q: 3 clusters Score -6585345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -6585355.500000 Penalty: 12957.066406
	Iteration 137Q: 3 clusters Score -6585356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -6585353.000000 Penalty: 12957.066406
	Iteration 138Q: 3 clusters Score -6585353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 20974 members 
Entering Unmasked Estep 
Score: -6585350.500000 Penalty: 12957.066406
	Iteration 139Q: 3 clusters Score -6585350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -6585349.000000 Penalty: 12957.066406
	Iteration 140F: 3 clusters Score -6585349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -6585349.500000 Penalty: 12957.066406
	Iteration 141Q: 3 clusters Score -6585350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -6585349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -6585349.000000 Penalty: 12957.066406
	Iteration 143F: 3 clusters Score -6585349 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (30842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30842 members 
Entering Unmasked Estep 
Score: -5080521.000000 Penalty: 6331.187500
	Iteration 0F: 2 clusters Score -5080521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -5057055.500000 Penalty: 12662.375000
	Iteration 0F: 3 clusters Score -5057056 nChanged 13054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -5064191.500000 Penalty: 12662.375000
	Iteration 1F: 3 clusters Score -5064192 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -5065075.500000 Penalty: 12662.375000
	Iteration 2F: 3 clusters Score -5065076 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -5065903.000000 Penalty: 12662.375000
	Iteration 3F: 3 clusters Score -5065903 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -5066580.500000 Penalty: 12662.375000
	Iteration 4Q: 3 clusters Score -5066580 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -5067145.500000 Penalty: 12662.375000
	Iteration 5Q: 3 clusters Score -5067146 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -5067691.500000 Penalty: 12662.375000
	Iteration 6Q: 3 clusters Score -5067692 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -5068264.500000 Penalty: 12662.375000
	Iteration 7Q: 3 clusters Score -5068264 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -5068725.000000 Penalty: 12662.375000
	Iteration 8Q: 3 clusters Score -5068725 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -5069167.500000 Penalty: 12662.375000
	Iteration 9Q: 3 clusters Score -5069168 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -5069562.500000 Penalty: 12662.375000
	Iteration 10Q: 3 clusters Score -5069562 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -5069875.000000 Penalty: 12662.375000
	Iteration 11Q: 3 clusters Score -5069875 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -5070190.500000 Penalty: 12662.375000
	Iteration 12Q: 3 clusters Score -5070190 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -5070477.500000 Penalty: 12662.375000
	Iteration 13Q: 3 clusters Score -5070478 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -5070744.000000 Penalty: 12662.375000
	Iteration 14Q: 3 clusters Score -5070744 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -5071006.000000 Penalty: 12662.375000
	Iteration 15Q: 3 clusters Score -5071006 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -5071201.500000 Penalty: 12662.375000
	Iteration 16Q: 3 clusters Score -5071202 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -5071384.000000 Penalty: 12662.375000
	Iteration 17Q: 3 clusters Score -5071384 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -5071555.000000 Penalty: 12662.375000
	Iteration 18Q: 3 clusters Score -5071555 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -5071689.000000 Penalty: 12662.375000
	Iteration 19Q: 3 clusters Score -5071689 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -5071842.000000 Penalty: 12662.375000
	Iteration 20F: 3 clusters Score -5071842 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -5072035.000000 Penalty: 12662.375000
	Iteration 21Q: 3 clusters Score -5072035 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -5072202.500000 Penalty: 12662.375000
	Iteration 22Q: 3 clusters Score -5072202 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -5072327.500000 Penalty: 12662.375000
	Iteration 23Q: 3 clusters Score -5072328 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -5072435.000000 Penalty: 12662.375000
	Iteration 24Q: 3 clusters Score -5072435 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -5072548.500000 Penalty: 12662.375000
	Iteration 25Q: 3 clusters Score -5072548 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -5072678.000000 Penalty: 12662.375000
	Iteration 26Q: 3 clusters Score -5072678 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -5072752.000000 Penalty: 12662.375000
	Iteration 27Q: 3 clusters Score -5072752 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -5072822.000000 Penalty: 12662.375000
	Iteration 28Q: 3 clusters Score -5072822 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -5072892.000000 Penalty: 12662.375000
	Iteration 29Q: 3 clusters Score -5072892 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -5072955.500000 Penalty: 12662.375000
	Iteration 30Q: 3 clusters Score -5072956 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -5072991.500000 Penalty: 12662.375000
	Iteration 31Q: 3 clusters Score -5072992 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -5073023.000000 Penalty: 12662.375000
	Iteration 32Q: 3 clusters Score -5073023 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -5073032.500000 Penalty: 12662.375000
	Iteration 33Q: 3 clusters Score -5073032 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -5073043.500000 Penalty: 12662.375000
	Iteration 34Q: 3 clusters Score -5073044 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -5073077.000000 Penalty: 12662.375000
	Iteration 35Q: 3 clusters Score -5073077 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 22784 members 
Entering Unmasked Estep 
Score: -5073092.000000 Penalty: 12662.375000
	Iteration 36Q: 3 clusters Score -5073092 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -5073118.500000 Penalty: 12662.375000
	Iteration 37Q: 3 clusters Score -5073118 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 22919 members 
Entering Unmasked Estep 
Score: -5073140.000000 Penalty: 12662.375000
	Iteration 38Q: 3 clusters Score -5073140 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -5073162.500000 Penalty: 12662.375000
	Iteration 39Q: 3 clusters Score -5073162 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -5073155.000000 Penalty: 12662.375000
	Iteration 40F: 3 clusters Score -5073155 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -5073170.000000 Penalty: 12662.375000
	Iteration 41Q: 3 clusters Score -5073170 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -5073166.000000 Penalty: 12662.375000
	Iteration 42Q: 3 clusters Score -5073166 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -5073154.000000 Penalty: 12662.375000
	Iteration 43Q: 3 clusters Score -5073154 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -5073171.500000 Penalty: 12662.375000
	Iteration 44Q: 3 clusters Score -5073172 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -5073160.000000 Penalty: 12662.375000
	Iteration 45Q: 3 clusters Score -5073160 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -5073171.500000 Penalty: 12662.375000
	Iteration 46Q: 3 clusters Score -5073172 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -5073177.000000 Penalty: 12662.375000
	Iteration 47Q: 3 clusters Score -5073177 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -5073181.500000 Penalty: 12662.375000
	Iteration 48Q: 3 clusters Score -5073182 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -5073198.500000 Penalty: 12662.375000
	Iteration 49Q: 3 clusters Score -5073198 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -5073199.000000 Penalty: 12662.375000
	Iteration 50Q: 3 clusters Score -5073199 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -5073212.000000 Penalty: 12662.375000
	Iteration 51Q: 3 clusters Score -5073212 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -5073214.500000 Penalty: 12662.375000
	Iteration 52Q: 3 clusters Score -5073214 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5073199 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -5073215.000000 Penalty: 12662.375000
	Iteration 54Q: 3 clusters Score -5073215 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 23460 members 
Entering Unmasked Estep 
Score: -5073219.500000 Penalty: 12662.375000
	Iteration 55Q: 3 clusters Score -5073220 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -5073228.500000 Penalty: 12662.375000
	Iteration 56Q: 3 clusters Score -5073228 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -5073239.000000 Penalty: 12662.375000
	Iteration 57Q: 3 clusters Score -5073239 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -5073245.000000 Penalty: 12662.375000
	Iteration 58Q: 3 clusters Score -5073245 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -5073240.500000 Penalty: 12662.375000
	Iteration 59Q: 3 clusters Score -5073240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -5073245.000000 Penalty: 12662.375000
	Iteration 60F: 3 clusters Score -5073245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
Score: -5073243.000000 Penalty: 12662.375000
	Iteration 61Q: 3 clusters Score -5073243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -5073244.500000 Penalty: 12662.375000
	Iteration 62Q: 3 clusters Score -5073244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -5073252.000000 Penalty: 12662.375000
	Iteration 63Q: 3 clusters Score -5073252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -5073249.500000 Penalty: 12662.375000
	Iteration 64Q: 3 clusters Score -5073250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5073245 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -5073247.000000 Penalty: 12662.375000
	Iteration 66Q: 3 clusters Score -5073247 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5073244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -5073255.000000 Penalty: 12662.375000
	Iteration 68Q: 3 clusters Score -5073255 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 23659 members 
Entering Unmasked Estep 
Score: -5073256.500000 Penalty: 12662.375000
	Iteration 69Q: 3 clusters Score -5073256 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 23675 members 
Entering Unmasked Estep 
Score: -5073240.500000 Penalty: 12662.375000
	Iteration 70Q: 3 clusters Score -5073240 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -5073253.000000 Penalty: 12662.375000
	Iteration 71Q: 3 clusters Score -5073253 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -5073258.500000 Penalty: 12662.375000
	Iteration 72Q: 3 clusters Score -5073258 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5073258 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -5073267.500000 Penalty: 12662.375000
	Iteration 74Q: 3 clusters Score -5073268 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
Score: -5073290.000000 Penalty: 12662.375000
	Iteration 75Q: 3 clusters Score -5073290 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -5073311.000000 Penalty: 12662.375000
	Iteration 76Q: 3 clusters Score -5073311 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -5073323.500000 Penalty: 12662.375000
	Iteration 77Q: 3 clusters Score -5073324 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -5073322.500000 Penalty: 12662.375000
	Iteration 78Q: 3 clusters Score -5073322 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -5073326.500000 Penalty: 12662.375000
	Iteration 79Q: 3 clusters Score -5073326 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 23995 members 
Entering Unmasked Estep 
Score: -5073331.500000 Penalty: 12662.375000
	Iteration 80F: 3 clusters Score -5073332 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -5073339.500000 Penalty: 12662.375000
	Iteration 81Q: 3 clusters Score -5073340 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -5073351.500000 Penalty: 12662.375000
	Iteration 82Q: 3 clusters Score -5073352 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -5073372.500000 Penalty: 12662.375000
	Iteration 83Q: 3 clusters Score -5073372 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 24153 members 
Entering Unmasked Estep 
Score: -5073380.500000 Penalty: 12662.375000
	Iteration 84Q: 3 clusters Score -5073380 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 24188 members 
Entering Unmasked Estep 
Score: -5073398.000000 Penalty: 12662.375000
	Iteration 85Q: 3 clusters Score -5073398 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 24212 members 
Entering Unmasked Estep 
Score: -5073397.000000 Penalty: 12662.375000
	Iteration 86Q: 3 clusters Score -5073397 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -5073396.500000 Penalty: 12662.375000
	Iteration 87Q: 3 clusters Score -5073396 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -5073401.500000 Penalty: 12662.375000
	Iteration 88Q: 3 clusters Score -5073402 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 24272 members 
Entering Unmasked Estep 
Score: -5073392.500000 Penalty: 12662.375000
	Iteration 89Q: 3 clusters Score -5073392 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -5073397.000000 Penalty: 12662.375000
	Iteration 90Q: 3 clusters Score -5073397 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
Score: -5073392.500000 Penalty: 12662.375000
	Iteration 91Q: 3 clusters Score -5073392 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -5073402.000000 Penalty: 12662.375000
	Iteration 92Q: 3 clusters Score -5073402 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 24349 members 
Entering Unmasked Estep 
Score: -5073411.000000 Penalty: 12662.375000
	Iteration 93Q: 3 clusters Score -5073411 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 24372 members 
Entering Unmasked Estep 
Score: -5073415.500000 Penalty: 12662.375000
	Iteration 94Q: 3 clusters Score -5073416 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 24390 members 
Entering Unmasked Estep 
Score: -5073427.500000 Penalty: 12662.375000
	Iteration 95Q: 3 clusters Score -5073428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -5073426.000000 Penalty: 12662.375000
	Iteration 96Q: 3 clusters Score -5073426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -5073431.500000 Penalty: 12662.375000
	Iteration 97Q: 3 clusters Score -5073432 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 24434 members 
Entering Unmasked Estep 
Score: -5073438.500000 Penalty: 12662.375000
	Iteration 98Q: 3 clusters Score -5073438 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 24452 members 
Entering Unmasked Estep 
Score: -5073432.000000 Penalty: 12662.375000
	Iteration 99Q: 3 clusters Score -5073432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 24467 members 
Entering Unmasked Estep 
Score: -5073428.500000 Penalty: 12662.375000
	Iteration 100F: 3 clusters Score -5073428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 24481 members 
Entering Unmasked Estep 
Score: -5073429.000000 Penalty: 12662.375000
	Iteration 101Q: 3 clusters Score -5073429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
Score: -5073428.000000 Penalty: 12662.375000
	Iteration 102Q: 3 clusters Score -5073428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -5073437.500000 Penalty: 12662.375000
	Iteration 103Q: 3 clusters Score -5073438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -5073441.500000 Penalty: 12662.375000
	Iteration 104Q: 3 clusters Score -5073442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 24506 members 
Entering Unmasked Estep 
Score: -5073437.500000 Penalty: 12662.375000
	Iteration 105Q: 3 clusters Score -5073438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 24512 members 
Entering Unmasked Estep 
Score: -5073435.000000 Penalty: 12662.375000
	Iteration 106Q: 3 clusters Score -5073435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -5073442.000000 Penalty: 12662.375000
	Iteration 107Q: 3 clusters Score -5073442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -5073447.000000 Penalty: 12662.375000
	Iteration 108Q: 3 clusters Score -5073447 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -5073449.500000 Penalty: 12662.375000
	Iteration 109Q: 3 clusters Score -5073450 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -5073448.500000 Penalty: 12662.375000
	Iteration 110Q: 3 clusters Score -5073448 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 24565 members 
Entering Unmasked Estep 
Score: -5073449.000000 Penalty: 12662.375000
	Iteration 111Q: 3 clusters Score -5073449 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 24579 members 
Entering Unmasked Estep 
Score: -5073459.000000 Penalty: 12662.375000
	Iteration 112Q: 3 clusters Score -5073459 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -5073457.500000 Penalty: 12662.375000
	Iteration 113Q: 3 clusters Score -5073458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
Score: -5073455.500000 Penalty: 12662.375000
	Iteration 114Q: 3 clusters Score -5073456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 24617 members 
Entering Unmasked Estep 
Score: -5073461.500000 Penalty: 12662.375000
	Iteration 115Q: 3 clusters Score -5073462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
Score: -5073457.500000 Penalty: 12662.375000
	Iteration 116Q: 3 clusters Score -5073458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 24644 members 
Entering Unmasked Estep 
Score: -5073461.500000 Penalty: 12662.375000
	Iteration 117Q: 3 clusters Score -5073462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 24656 members 
Entering Unmasked Estep 
Score: -5073469.500000 Penalty: 12662.375000
	Iteration 118Q: 3 clusters Score -5073470 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 24672 members 
Entering Unmasked Estep 
Score: -5073466.500000 Penalty: 12662.375000
	Iteration 119Q: 3 clusters Score -5073466 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 24685 members 
Entering Unmasked Estep 
Score: -5073462.500000 Penalty: 12662.375000
	Iteration 120F: 3 clusters Score -5073462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
Score: -5073454.500000 Penalty: 12662.375000
	Iteration 121Q: 3 clusters Score -5073454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -5073469.000000 Penalty: 12662.375000
	Iteration 122Q: 3 clusters Score -5073469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 24718 members 
Entering Unmasked Estep 
Score: -5073463.000000 Penalty: 12662.375000
	Iteration 123Q: 3 clusters Score -5073463 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
Score: -5073474.500000 Penalty: 12662.375000
	Iteration 124Q: 3 clusters Score -5073474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -5073471.000000 Penalty: 12662.375000
	Iteration 125Q: 3 clusters Score -5073471 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -5073470.500000 Penalty: 12662.375000
	Iteration 126Q: 3 clusters Score -5073470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -5073473.000000 Penalty: 12662.375000
	Iteration 127Q: 3 clusters Score -5073473 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 24782 members 
Entering Unmasked Estep 
Score: -5073474.000000 Penalty: 12662.375000
	Iteration 128Q: 3 clusters Score -5073474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -5073474.000000 Penalty: 12662.375000
	Iteration 129Q: 3 clusters Score -5073474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -5073474.500000 Penalty: 12662.375000
	Iteration 130Q: 3 clusters Score -5073474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -5073479.000000 Penalty: 12662.375000
	Iteration 131Q: 3 clusters Score -5073479 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 24831 members 
Entering Unmasked Estep 
Score: -5073482.500000 Penalty: 12662.375000
	Iteration 132Q: 3 clusters Score -5073482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -5073489.500000 Penalty: 12662.375000
	Iteration 133Q: 3 clusters Score -5073490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -5073499.000000 Penalty: 12662.375000
	Iteration 134Q: 3 clusters Score -5073499 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 24873 members 
Entering Unmasked Estep 
Score: -5073497.500000 Penalty: 12662.375000
	Iteration 135Q: 3 clusters Score -5073498 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -5073491.000000 Penalty: 12662.375000
	Iteration 136Q: 3 clusters Score -5073491 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 24916 members 
Entering Unmasked Estep 
Score: -5073499.500000 Penalty: 12662.375000
	Iteration 137Q: 3 clusters Score -5073500 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -5073507.500000 Penalty: 12662.375000
	Iteration 138Q: 3 clusters Score -5073508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 24951 members 
Entering Unmasked Estep 
Score: -5073517.000000 Penalty: 12662.375000
	Iteration 139Q: 3 clusters Score -5073517 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -5073518.500000 Penalty: 12662.375000
	Iteration 140F: 3 clusters Score -5073518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -5073518.000000 Penalty: 12662.375000
	Iteration 141Q: 3 clusters Score -5073518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 24985 members 
Entering Unmasked Estep 
Score: -5073519.500000 Penalty: 12662.375000
	Iteration 142Q: 3 clusters Score -5073520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
Score: -5073518.000000 Penalty: 12662.375000
	Iteration 143Q: 3 clusters Score -5073518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 24997 members 
Entering Unmasked Estep 
Score: -5073521.500000 Penalty: 12662.375000
	Iteration 144Q: 3 clusters Score -5073522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 25005 members 
Entering Unmasked Estep 
Score: -5073527.500000 Penalty: 12662.375000
	Iteration 145Q: 3 clusters Score -5073528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -5073530.000000 Penalty: 12662.375000
	Iteration 146Q: 3 clusters Score -5073530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -5073527.000000 Penalty: 12662.375000
	Iteration 147Q: 3 clusters Score -5073527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 25025 members 
Entering Unmasked Estep 
Score: -5073521.500000 Penalty: 12662.375000
	Iteration 148Q: 3 clusters Score -5073522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
Score: -5073524.000000 Penalty: 12662.375000
	Iteration 149Q: 3 clusters Score -5073524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -5073525.000000 Penalty: 12662.375000
	Iteration 150Q: 3 clusters Score -5073525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -5073525.000000 Penalty: 12662.375000
	Iteration 151F: 3 clusters Score -5073525 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (70483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70483 members 
Entering Unmasked Estep 
Score: -12133168.000000 Penalty: 6837.415039
	Iteration 0F: 2 clusters Score -1.213317e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35348 members 
Mstep: Class 2 contains 35135 members 
Entering Unmasked Estep 
Score: -12084385.000000 Penalty: 13674.830078
	Iteration 0F: 3 clusters Score -1.208438e+07 nChanged 31496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36350 members 
Mstep: Class 2 contains 34133 members 
Entering Unmasked Estep 
Score: -12101267.000000 Penalty: 13674.830078
	Iteration 1F: 3 clusters Score -1.210127e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37038 members 
Mstep: Class 2 contains 33445 members 
Entering Unmasked Estep 
Score: -12102257.000000 Penalty: 13674.830078
	Iteration 2Q: 3 clusters Score -1.210226e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38047 members 
Mstep: Class 2 contains 32436 members 
Entering Unmasked Estep 
Score: -12103241.000000 Penalty: 13674.830078
	Iteration 3Q: 3 clusters Score -1.210324e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39497 members 
Mstep: Class 2 contains 30986 members 
Entering Unmasked Estep 
Score: -12104314.000000 Penalty: 13674.830078
	Iteration 4Q: 3 clusters Score -1.210431e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41437 members 
Mstep: Class 2 contains 29046 members 
Entering Unmasked Estep 
Score: -12105490.000000 Penalty: 13674.830078
	Iteration 5Q: 3 clusters Score -1.210549e+07 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43983 members 
Mstep: Class 2 contains 26500 members 
Entering Unmasked Estep 
Score: -12107334.000000 Penalty: 13674.830078
	Iteration 6F: 3 clusters Score -1.210733e+07 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47221 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -12109933.000000 Penalty: 13674.830078
	Iteration 7F: 3 clusters Score -1.210993e+07 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50973 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -12113093.000000 Penalty: 13674.830078
	Iteration 8F: 3 clusters Score -1.211309e+07 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54942 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -12116671.000000 Penalty: 13674.830078
	Iteration 9F: 3 clusters Score -1.211667e+07 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58608 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -12120188.000000 Penalty: 13674.830078
	Iteration 10F: 3 clusters Score -1.212019e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61418 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -12123083.000000 Penalty: 13674.830078
	Iteration 11Q: 3 clusters Score -1.212308e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63230 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -12125271.000000 Penalty: 13674.830078
	Iteration 12Q: 3 clusters Score -1.212527e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64213 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -12126525.000000 Penalty: 13674.830078
	Iteration 13Q: 3 clusters Score -1.212652e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64789 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -12127076.000000 Penalty: 13674.830078
	Iteration 14Q: 3 clusters Score -1.212708e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65160 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -12127341.000000 Penalty: 13674.830078
	Iteration 15Q: 3 clusters Score -1.212734e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65443 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -12127482.000000 Penalty: 13674.830078
	Iteration 16Q: 3 clusters Score -1.212748e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65664 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -12127568.000000 Penalty: 13674.830078
	Iteration 17Q: 3 clusters Score -1.212757e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65840 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -12127643.000000 Penalty: 13674.830078
	Iteration 18Q: 3 clusters Score -1.212764e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65975 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -12127681.000000 Penalty: 13674.830078
	Iteration 19Q: 3 clusters Score -1.212768e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66071 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -12127740.000000 Penalty: 13674.830078
	Iteration 20F: 3 clusters Score -1.212774e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66145 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -12127772.000000 Penalty: 13674.830078
	Iteration 21Q: 3 clusters Score -1.212777e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66214 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -12127772.000000 Penalty: 13674.830078
	Iteration 22Q: 3 clusters Score -1.212777e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66272 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -12127784.000000 Penalty: 13674.830078
	Iteration 23Q: 3 clusters Score -1.212778e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66319 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -12127793.000000 Penalty: 13674.830078
	Iteration 24Q: 3 clusters Score -1.212779e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66364 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -12127804.000000 Penalty: 13674.830078
	Iteration 25Q: 3 clusters Score -1.21278e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66413 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -12127806.000000 Penalty: 13674.830078
	Iteration 26Q: 3 clusters Score -1.212781e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66453 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -12127814.000000 Penalty: 13674.830078
	Iteration 27Q: 3 clusters Score -1.212781e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66483 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -12127817.000000 Penalty: 13674.830078
	Iteration 28Q: 3 clusters Score -1.212782e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66517 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -12127839.000000 Penalty: 13674.830078
	Iteration 29Q: 3 clusters Score -1.212784e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66553 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -12127812.000000 Penalty: 13674.830078
	Iteration 30Q: 3 clusters Score -1.212781e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66587 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -12127826.000000 Penalty: 13674.830078
	Iteration 31Q: 3 clusters Score -1.212783e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66616 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -12127826.000000 Penalty: 13674.830078
	Iteration 32Q: 3 clusters Score -1.212783e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66640 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -12127834.000000 Penalty: 13674.830078
	Iteration 33Q: 3 clusters Score -1.212783e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66663 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -12127817.000000 Penalty: 13674.830078
	Iteration 34Q: 3 clusters Score -1.212782e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66687 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -12127830.000000 Penalty: 13674.830078
	Iteration 35Q: 3 clusters Score -1.212783e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66704 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -12127848.000000 Penalty: 13674.830078
	Iteration 36Q: 3 clusters Score -1.212785e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66721 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -12127846.000000 Penalty: 13674.830078
	Iteration 37Q: 3 clusters Score -1.212785e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66736 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -12127861.000000 Penalty: 13674.830078
	Iteration 38Q: 3 clusters Score -1.212786e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66749 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -12127851.000000 Penalty: 13674.830078
	Iteration 39Q: 3 clusters Score -1.212785e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66768 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -12127863.000000 Penalty: 13674.830078
	Iteration 40F: 3 clusters Score -1.212786e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66779 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -12127869.000000 Penalty: 13674.830078
	Iteration 41Q: 3 clusters Score -1.212787e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66796 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -12127869.000000 Penalty: 13674.830078
	Iteration 42Q: 3 clusters Score -1.212787e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66807 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -12127882.000000 Penalty: 13674.830078
	Iteration 43Q: 3 clusters Score -1.212788e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66817 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -12127891.000000 Penalty: 13674.830078
	Iteration 44Q: 3 clusters Score -1.212789e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66828 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -12127898.000000 Penalty: 13674.830078
	Iteration 45Q: 3 clusters Score -1.21279e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66833 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -12127903.000000 Penalty: 13674.830078
	Iteration 46Q: 3 clusters Score -1.21279e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66838 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -12127889.000000 Penalty: 13674.830078
	Iteration 47Q: 3 clusters Score -1.212789e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66845 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -12127888.000000 Penalty: 13674.830078
	Iteration 48Q: 3 clusters Score -1.212789e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66854 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -12127901.000000 Penalty: 13674.830078
	Iteration 49Q: 3 clusters Score -1.21279e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66859 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -12127917.000000 Penalty: 13674.830078
	Iteration 50Q: 3 clusters Score -1.212792e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66870 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -12127937.000000 Penalty: 13674.830078
	Iteration 51Q: 3 clusters Score -1.212794e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66875 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -12127931.000000 Penalty: 13674.830078
	Iteration 52Q: 3 clusters Score -1.212793e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66881 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -12127911.000000 Penalty: 13674.830078
	Iteration 53Q: 3 clusters Score -1.212791e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66889 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -12127907.000000 Penalty: 13674.830078
	Iteration 54Q: 3 clusters Score -1.212791e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66896 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -12127909.000000 Penalty: 13674.830078
	Iteration 55Q: 3 clusters Score -1.212791e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66906 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -12127919.000000 Penalty: 13674.830078
	Iteration 56Q: 3 clusters Score -1.212792e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66910 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -12127933.000000 Penalty: 13674.830078
	Iteration 57Q: 3 clusters Score -1.212793e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66915 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -12127928.000000 Penalty: 13674.830078
	Iteration 58Q: 3 clusters Score -1.212793e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66918 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -12127925.000000 Penalty: 13674.830078
	Iteration 59Q: 3 clusters Score -1.212792e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66920 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -12127913.000000 Penalty: 13674.830078
	Iteration 60F: 3 clusters Score -1.212791e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66923 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -12127914.000000 Penalty: 13674.830078
	Iteration 61Q: 3 clusters Score -1.212791e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66923 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -12127914.000000 Penalty: 13674.830078
	Iteration 62F: 3 clusters Score -1.212791e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (541421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541421 members 
Entering Unmasked Estep 
Score: -92879064.000000 Penalty: 8086.195801
	Iteration 0F: 2 clusters Score -9.287906e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270092 members 
Mstep: Class 2 contains 271329 members 
Entering Unmasked Estep 
Score: -92556912.000000 Penalty: 16172.391602
	Iteration 0F: 3 clusters Score -9.255691e+07 nChanged 260220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261986 members 
Mstep: Class 2 contains 279435 members 
Entering Unmasked Estep 
Score: -92707728.000000 Penalty: 16172.391602
	Iteration 1F: 3 clusters Score -9.270773e+07 nChanged 12138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256774 members 
Mstep: Class 2 contains 284647 members 
Entering Unmasked Estep 
Score: -92709752.000000 Penalty: 16172.391602
	Iteration 2Q: 3 clusters Score -9.270975e+07 nChanged 13219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248699 members 
Mstep: Class 2 contains 292722 members 
Entering Unmasked Estep 
Score: -92712816.000000 Penalty: 16172.391602
	Iteration 3Q: 3 clusters Score -9.271282e+07 nChanged 15615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236252 members 
Mstep: Class 2 contains 305169 members 
Entering Unmasked Estep 
Score: -92717768.000000 Penalty: 16172.391602
	Iteration 4Q: 3 clusters Score -9.271777e+07 nChanged 20237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217619 members 
Mstep: Class 2 contains 323802 members 
Entering Unmasked Estep 
Score: -92724944.000000 Penalty: 16172.391602
	Iteration 5Q: 3 clusters Score -9.272494e+07 nChanged 28321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189886 members 
Mstep: Class 2 contains 351535 members 
Entering Unmasked Estep 
Score: -92739976.000000 Penalty: 16172.391602
	Iteration 6F: 3 clusters Score -9.273998e+07 nChanged 39488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150504 members 
Mstep: Class 2 contains 390917 members 
Entering Unmasked Estep 
Score: -92767952.000000 Penalty: 16172.391602
	Iteration 7F: 3 clusters Score -9.276795e+07 nChanged 49402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101116 members 
Mstep: Class 2 contains 440305 members 
Entering Unmasked Estep 
Score: -92809432.000000 Penalty: 16172.391602
	Iteration 8F: 3 clusters Score -9.280943e+07 nChanged 48520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52596 members 
Mstep: Class 2 contains 488825 members 
Entering Unmasked Estep 
Score: -92845288.000000 Penalty: 16172.391602
	Iteration 9F: 3 clusters Score -9.284529e+07 nChanged 31052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 519877 members 
Entering Unmasked Estep 
Score: -92863320.000000 Penalty: 16172.391602
	Iteration 10F: 3 clusters Score -9.286332e+07 nChanged 13197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 533072 members 
Entering Unmasked Estep 
Score: -92869392.000000 Penalty: 16172.391602
	Iteration 11Q: 3 clusters Score -9.286939e+07 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 537698 members 
Entering Unmasked Estep 
Score: -92871168.000000 Penalty: 16172.391602
	Iteration 12Q: 3 clusters Score -9.287117e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 539226 members 
Entering Unmasked Estep 
Score: -92871944.000000 Penalty: 16172.391602
	Iteration 13Q: 3 clusters Score -9.287194e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 539769 members 
Entering Unmasked Estep 
Score: -92872240.000000 Penalty: 16172.391602
	Iteration 14Q: 3 clusters Score -9.287224e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 539996 members 
Entering Unmasked Estep 
Score: -92872392.000000 Penalty: 16172.391602
	Iteration 15Q: 3 clusters Score -9.287239e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 540093 members 
Entering Unmasked Estep 
Score: -92872544.000000 Penalty: 16172.391602
	Iteration 16Q: 3 clusters Score -9.287254e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 540154 members 
Entering Unmasked Estep 
Score: -92872600.000000 Penalty: 16172.391602
	Iteration 17Q: 3 clusters Score -9.28726e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 540210 members 
Entering Unmasked Estep 
Score: -92872656.000000 Penalty: 16172.391602
	Iteration 18Q: 3 clusters Score -9.287266e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 540236 members 
Entering Unmasked Estep 
Score: -92872720.000000 Penalty: 16172.391602
	Iteration 19Q: 3 clusters Score -9.287272e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 540266 members 
Entering Unmasked Estep 
Score: -92872712.000000 Penalty: 16172.391602
	Iteration 20F: 3 clusters Score -9.287271e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 540277 members 
Entering Unmasked Estep 
Score: -92872760.000000 Penalty: 16172.391602
	Iteration 21Q: 3 clusters Score -9.287276e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 540293 members 
Entering Unmasked Estep 
Score: -92872760.000000 Penalty: 16172.391602
	Iteration 22Q: 3 clusters Score -9.287276e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 540308 members 
Entering Unmasked Estep 
Score: -92872704.000000 Penalty: 16172.391602
	Iteration 23Q: 3 clusters Score -9.28727e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 540320 members 
Entering Unmasked Estep 
Score: -92872800.000000 Penalty: 16172.391602
	Iteration 24Q: 3 clusters Score -9.28728e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 540330 members 
Entering Unmasked Estep 
Score: -92872824.000000 Penalty: 16172.391602
	Iteration 25Q: 3 clusters Score -9.287282e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 540333 members 
Entering Unmasked Estep 
Score: -92872808.000000 Penalty: 16172.391602
	Iteration 26Q: 3 clusters Score -9.287281e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 540337 members 
Entering Unmasked Estep 
Score: -92872784.000000 Penalty: 16172.391602
	Iteration 27Q: 3 clusters Score -9.287278e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 540339 members 
Entering Unmasked Estep 
Score: -92872816.000000 Penalty: 16172.391602
	Iteration 28Q: 3 clusters Score -9.287282e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 540344 members 
Entering Unmasked Estep 
Score: -92872808.000000 Penalty: 16172.391602
	Iteration 29Q: 3 clusters Score -9.287281e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 540347 members 
Entering Unmasked Estep 
Score: -92872800.000000 Penalty: 16172.391602
	Iteration 30Q: 3 clusters Score -9.28728e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 540352 members 
Entering Unmasked Estep 
Score: -92872840.000000 Penalty: 16172.391602
	Iteration 31Q: 3 clusters Score -9.287284e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 540352 members 
Entering Unmasked Estep 
Score: -92872800.000000 Penalty: 16172.391602
	Iteration 32Q: 3 clusters Score -9.28728e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 540354 members 
Entering Unmasked Estep 
Score: -92872920.000000 Penalty: 16172.391602
	Iteration 33Q: 3 clusters Score -9.287292e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 540361 members 
Entering Unmasked Estep 
Score: -92872856.000000 Penalty: 16172.391602
	Iteration 34Q: 3 clusters Score -9.287286e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 540363 members 
Entering Unmasked Estep 
Score: -92872872.000000 Penalty: 16172.391602
	Iteration 35Q: 3 clusters Score -9.287287e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 540359 members 
Entering Unmasked Estep 
Score: -92872912.000000 Penalty: 16172.391602
	Iteration 36Q: 3 clusters Score -9.287291e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 540358 members 
Entering Unmasked Estep 
Score: -92872968.000000 Penalty: 16172.391602
	Iteration 37Q: 3 clusters Score -9.287297e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 540356 members 
Entering Unmasked Estep 
Score: -92872944.000000 Penalty: 16172.391602
	Iteration 38Q: 3 clusters Score -9.287294e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 540354 members 
Entering Unmasked Estep 
Score: -92872944.000000 Penalty: 16172.391602
	Iteration 39Q: 3 clusters Score -9.287294e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 540354 members 
Entering Unmasked Estep 
Score: -92872912.000000 Penalty: 16172.391602
	Iteration 40F: 3 clusters Score -9.287291e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 540355 members 
Entering Unmasked Estep 
Score: -92872896.000000 Penalty: 16172.391602
	Iteration 41Q: 3 clusters Score -9.28729e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 540353 members 
Entering Unmasked Estep 
Score: -92872968.000000 Penalty: 16172.391602
	Iteration 42Q: 3 clusters Score -9.287297e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 540353 members 
Entering Unmasked Estep 
Score: -92872968.000000 Penalty: 16172.391602
	Iteration 43F: 3 clusters Score -9.287297e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 84528 members 
Mstep: Class 3 contains 46422 members 
Mstep: Class 4 contains 1649 members 
Mstep: Class 5 contains 20328 members 
Mstep: Class 6 contains 54646 members 
Mstep: Class 7 contains 320626 members 
Mstep: Class 8 contains 2420 members 
Mstep: Class 9 contains 1757 members 
Mstep: Class 10 contains 946 members 
Mstep: Class 11 contains 129254 members 
Mstep: Class 12 contains 22597 members 
Mstep: Class 13 contains 2846 members 
Mstep: Class 14 contains 39230 members 
Mstep: Class 15 contains 30842 members 
Mstep: Class 16 contains 70483 members 
Mstep: Class 20 contains 541421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233300752.000000 Penalty: 155821.171875
Iteration 79Q: 19 clusters Score -2.333008e+08 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 84877 members 
Mstep: Class 3 contains 46449 members 
Mstep: Class 4 contains 1651 members 
Mstep: Class 5 contains 20328 members 
Mstep: Class 6 contains 54690 members 
Mstep: Class 7 contains 320223 members 
Mstep: Class 8 contains 2420 members 
Mstep: Class 9 contains 1757 members 
Mstep: Class 10 contains 946 members 
Mstep: Class 11 contains 129323 members 
Mstep: Class 12 contains 22168 members 
Mstep: Class 13 contains 2846 members 
Mstep: Class 14 contains 39231 members 
Mstep: Class 15 contains 30841 members 
Mstep: Class 16 contains 70433 members 
Mstep: Class 17 contains 433 members 
Mstep: Class 20 contains 541816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233301168.000000 Penalty: 155821.171875
Iteration 80F: 19 clusters Score -2.333012e+08 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 85218 members 
Mstep: Class 3 contains 46477 members 
Mstep: Class 4 contains 1651 members 
Mstep: Class 5 contains 20328 members 
Mstep: Class 6 contains 54720 members 
Mstep: Class 7 contains 319812 members 
Mstep: Class 8 contains 2422 members 
Mstep: Class 9 contains 1755 members 
Mstep: Class 10 contains 945 members 
Mstep: Class 11 contains 129381 members 
Mstep: Class 12 contains 21761 members 
Mstep: Class 13 contains 2841 members 
Mstep: Class 14 contains 39230 members 
Mstep: Class 15 contains 30845 members 
Mstep: Class 16 contains 70400 members 
Mstep: Class 17 contains 439 members 
Mstep: Class 20 contains 542207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233301264.000000 Penalty: 155821.171875
Iteration 81Q: 19 clusters Score -2.333013e+08 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 85598 members 
Mstep: Class 3 contains 46503 members 
Mstep: Class 4 contains 1653 members 
Mstep: Class 5 contains 20329 members 
Mstep: Class 6 contains 54743 members 
Mstep: Class 7 contains 319358 members 
Mstep: Class 8 contains 2427 members 
Mstep: Class 9 contains 1754 members 
Mstep: Class 10 contains 945 members 
Mstep: Class 11 contains 129456 members 
Mstep: Class 12 contains 21330 members 
Mstep: Class 13 contains 2840 members 
Mstep: Class 14 contains 39236 members 
Mstep: Class 15 contains 30853 members 
Mstep: Class 16 contains 70360 members 
Mstep: Class 17 contains 438 members 
Mstep: Class 20 contains 542607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233301232.000000 Penalty: 155821.171875
Iteration 82Q: 19 clusters Score -2.333012e+08 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 85996 members 
Mstep: Class 3 contains 46523 members 
Mstep: Class 4 contains 1655 members 
Mstep: Class 5 contains 20330 members 
Mstep: Class 6 contains 54768 members 
Mstep: Class 7 contains 318963 members 
Mstep: Class 8 contains 2430 members 
Mstep: Class 9 contains 1754 members 
Mstep: Class 10 contains 946 members 
Mstep: Class 11 contains 129529 members 
Mstep: Class 12 contains 20896 members 
Mstep: Class 13 contains 2839 members 
Mstep: Class 14 contains 39240 members 
Mstep: Class 15 contains 30855 members 
Mstep: Class 16 contains 70312 members 
Mstep: Class 17 contains 436 members 
Mstep: Class 20 contains 542958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233300928.000000 Penalty: 155821.171875
Iteration 83Q: 19 clusters Score -2.333009e+08 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 86422 members 
Mstep: Class 3 contains 46546 members 
Mstep: Class 4 contains 1655 members 
Mstep: Class 5 contains 20330 members 
Mstep: Class 6 contains 54789 members 
Mstep: Class 7 contains 318554 members 
Mstep: Class 8 contains 2435 members 
Mstep: Class 9 contains 1754 members 
Mstep: Class 10 contains 947 members 
Mstep: Class 11 contains 129608 members 
Mstep: Class 12 contains 20453 members 
Mstep: Class 13 contains 2839 members 
Mstep: Class 14 contains 39247 members 
Mstep: Class 15 contains 30867 members 
Mstep: Class 16 contains 70247 members 
Mstep: Class 17 contains 436 members 
Mstep: Class 20 contains 543302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233300992.000000 Penalty: 155821.171875
Iteration 84Q: 19 clusters Score -2.33301e+08 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 86855 members 
Mstep: Class 3 contains 46568 members 
Mstep: Class 4 contains 1655 members 
Mstep: Class 5 contains 20330 members 
Mstep: Class 6 contains 54810 members 
Mstep: Class 7 contains 318176 members 
Mstep: Class 8 contains 2439 members 
Mstep: Class 9 contains 1754 members 
Mstep: Class 10 contains 948 members 
Mstep: Class 11 contains 129685 members 
Mstep: Class 12 contains 20021 members 
Mstep: Class 13 contains 2838 members 
Mstep: Class 14 contains 39250 members 
Mstep: Class 15 contains 30872 members 
Mstep: Class 16 contains 70190 members 
Mstep: Class 17 contains 436 members 
Mstep: Class 20 contains 543604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233300800.000000 Penalty: 155821.171875
Iteration 85Q: 19 clusters Score -2.333008e+08 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 87331 members 
Mstep: Class 3 contains 46587 members 
Mstep: Class 4 contains 1655 members 
Mstep: Class 5 contains 20330 members 
Mstep: Class 6 contains 54813 members 
Mstep: Class 7 contains 317800 members 
Mstep: Class 8 contains 2444 members 
Mstep: Class 9 contains 1754 members 
Mstep: Class 10 contains 949 members 
Mstep: Class 11 contains 129757 members 
Mstep: Class 12 contains 19574 members 
Mstep: Class 13 contains 2837 members 
Mstep: Class 14 contains 39263 members 
Mstep: Class 15 contains 30868 members 
Mstep: Class 16 contains 70136 members 
Mstep: Class 17 contains 436 members 
Mstep: Class 20 contains 543897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233301088.000000 Penalty: 155821.171875
Iteration 86Q: 19 clusters Score -2.333011e+08 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 87822 members 
Mstep: Class 3 contains 46609 members 
Mstep: Class 4 contains 1655 members 
Mstep: Class 5 contains 20329 members 
Mstep: Class 6 contains 54819 members 
Mstep: Class 7 contains 317491 members 
Mstep: Class 8 contains 2444 members 
Mstep: Class 9 contains 1754 members 
Mstep: Class 10 contains 949 members 
Mstep: Class 11 contains 129811 members 
Mstep: Class 12 contains 19128 members 
Mstep: Class 13 contains 2835 members 
Mstep: Class 14 contains 39275 members 
Mstep: Class 15 contains 30868 members 
Mstep: Class 16 contains 70093 members 
Mstep: Class 17 contains 436 members 
Mstep: Class 20 contains 544111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233300896.000000 Penalty: 155821.171875
Iteration 87Q: 19 clusters Score -2.333009e+08 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 88350 members 
Mstep: Class 3 contains 46625 members 
Mstep: Class 4 contains 1655 members 
Mstep: Class 5 contains 20329 members 
Mstep: Class 6 contains 54839 members 
Mstep: Class 7 contains 317205 members 
Mstep: Class 8 contains 2450 members 
Mstep: Class 9 contains 1754 members 
Mstep: Class 10 contains 949 members 
Mstep: Class 11 contains 129873 members 
Mstep: Class 12 contains 18629 members 
Mstep: Class 13 contains 2834 members 
Mstep: Class 14 contains 39279 members 
Mstep: Class 15 contains 30869 members 
Mstep: Class 16 contains 70053 members 
Mstep: Class 17 contains 436 members 
Mstep: Class 20 contains 544298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233301456.000000 Penalty: 155821.171875
Iteration 88Q: 19 clusters Score -2.333015e+08 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 88888 members 
Mstep: Class 3 contains 46655 members 
Mstep: Class 4 contains 1655 members 
Mstep: Class 5 contains 20328 members 
Mstep: Class 6 contains 54857 members 
Mstep: Class 7 contains 316891 members 
Mstep: Class 8 contains 2457 members 
Mstep: Class 9 contains 1754 members 
Mstep: Class 10 contains 949 members 
Mstep: Class 11 contains 129923 members 
Mstep: Class 12 contains 18125 members 
Mstep: Class 13 contains 2834 members 
Mstep: Class 14 contains 39284 members 
Mstep: Class 15 contains 30878 members 
Mstep: Class 16 contains 69989 members 
Mstep: Class 17 contains 436 members 
Mstep: Class 20 contains 544524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233301104.000000 Penalty: 155821.171875
Iteration 89Q: 19 clusters Score -2.333011e+08 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 89468 members 
Mstep: Class 3 contains 46675 members 
Mstep: Class 4 contains 1655 members 
Mstep: Class 5 contains 20329 members 
Mstep: Class 6 contains 54864 members 
Mstep: Class 7 contains 316596 members 
Mstep: Class 8 contains 2465 members 
Mstep: Class 9 contains 1754 members 
Mstep: Class 10 contains 949 members 
Mstep: Class 11 contains 129965 members 
Mstep: Class 12 contains 17618 members 
Mstep: Class 13 contains 2834 members 
Mstep: Class 14 contains 39292 members 
Mstep: Class 15 contains 30877 members 
Mstep: Class 16 contains 69943 members 
Mstep: Class 17 contains 436 members 
Mstep: Class 20 contains 544708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233301104.000000 Penalty: 155821.171875
Iteration 90Q: 19 clusters Score -2.333011e+08 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 90064 members 
Mstep: Class 3 contains 46691 members 
Mstep: Class 4 contains 1655 members 
Mstep: Class 5 contains 20329 members 
Mstep: Class 6 contains 54886 members 
Mstep: Class 7 contains 316313 members 
Mstep: Class 8 contains 2462 members 
Mstep: Class 9 contains 1754 members 
Mstep: Class 10 contains 949 members 
Mstep: Class 11 contains 130031 members 
Mstep: Class 12 contains 17093 members 
Mstep: Class 13 contains 2834 members 
Mstep: Class 14 contains 39301 members 
Mstep: Class 15 contains 30873 members 
Mstep: Class 16 contains 69896 members 
Mstep: Class 17 contains 436 members 
Mstep: Class 20 contains 544860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233301520.000000 Penalty: 155821.171875
Iteration 91Q: 19 clusters Score -2.333015e+08 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 90731 members 
Mstep: Class 3 contains 46703 members 
Mstep: Class 4 contains 1655 members 
Mstep: Class 5 contains 20328 members 
Mstep: Class 6 contains 54903 members 
Mstep: Class 7 contains 316110 members 
Mstep: Class 8 contains 2465 members 
Mstep: Class 9 contains 1754 members 
Mstep: Class 10 contains 949 members 
Mstep: Class 11 contains 130067 members 
Mstep: Class 12 contains 16507 members 
Mstep: Class 13 contains 2834 members 
Mstep: Class 14 contains 39307 members 
Mstep: Class 15 contains 30858 members 
Mstep: Class 16 contains 69860 members 
Mstep: Class 17 contains 436 members 
Mstep: Class 20 contains 544961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233301504.000000 Penalty: 155821.171875
Iteration 92Q: 19 clusters Score -2.333015e+08 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 91390 members 
Mstep: Class 3 contains 46723 members 
Mstep: Class 4 contains 1655 members 
Mstep: Class 5 contains 20327 members 
Mstep: Class 6 contains 54913 members 
Mstep: Class 7 contains 315904 members 
Mstep: Class 8 contains 2464 members 
Mstep: Class 9 contains 1754 members 
Mstep: Class 10 contains 948 members 
Mstep: Class 11 contains 130103 members 
Mstep: Class 12 contains 15922 members 
Mstep: Class 13 contains 2834 members 
Mstep: Class 14 contains 39312 members 
Mstep: Class 15 contains 30858 members 
Mstep: Class 16 contains 69819 members 
Mstep: Class 17 contains 436 members 
Mstep: Class 20 contains 545066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233301920.000000 Penalty: 155821.171875
Iteration 93Q: 19 clusters Score -2.333019e+08 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 92079 members 
Mstep: Class 3 contains 46729 members 
Mstep: Class 4 contains 1655 members 
Mstep: Class 5 contains 20326 members 
Mstep: Class 6 contains 54917 members 
Mstep: Class 7 contains 315765 members 
Mstep: Class 8 contains 2461 members 
Mstep: Class 9 contains 1754 members 
Mstep: Class 10 contains 948 members 
Mstep: Class 11 contains 130134 members 
Mstep: Class 12 contains 15300 members 
Mstep: Class 13 contains 2834 members 
Mstep: Class 14 contains 39312 members 
Mstep: Class 15 contains 30859 members 
Mstep: Class 16 contains 69781 members 
Mstep: Class 17 contains 436 members 
Mstep: Class 20 contains 545137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233301424.000000 Penalty: 155821.171875
Iteration 94Q: 19 clusters Score -2.333014e+08 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 92777 members 
Mstep: Class 3 contains 46748 members 
Mstep: Class 4 contains 1655 members 
Mstep: Class 5 contains 20326 members 
Mstep: Class 6 contains 54923 members 
Mstep: Class 7 contains 315626 members 
Mstep: Class 8 contains 2463 members 
Mstep: Class 9 contains 1754 members 
Mstep: Class 10 contains 948 members 
Mstep: Class 11 contains 130171 members 
Mstep: Class 12 contains 14717 members 
Mstep: Class 13 contains 2834 members 
Mstep: Class 14 contains 39321 members 
Mstep: Class 15 contains 30855 members 
Mstep: Class 16 contains 69742 members 
Mstep: Class 17 contains 436 members 
Mstep: Class 20 contains 545130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233301680.000000 Penalty: 155821.171875
Iteration 95Q: 19 clusters Score -2.333017e+08 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 93394 members 
Mstep: Class 3 contains 46764 members 
Mstep: Class 4 contains 1655 members 
Mstep: Class 5 contains 20326 members 
Mstep: Class 6 contains 54941 members 
Mstep: Class 7 contains 315518 members 
Mstep: Class 8 contains 2463 members 
Mstep: Class 9 contains 1754 members 
Mstep: Class 10 contains 947 members 
Mstep: Class 11 contains 130208 members 
Mstep: Class 12 contains 14173 members 
Mstep: Class 13 contains 2835 members 
Mstep: Class 14 contains 39326 members 
Mstep: Class 15 contains 30852 members 
Mstep: Class 16 contains 69703 members 
Mstep: Class 17 contains 436 members 
Mstep: Class 20 contains 545132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233301616.000000 Penalty: 155821.171875
Iteration 96Q: 19 clusters Score -2.333016e+08 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 93869 members 
Mstep: Class 3 contains 46782 members 
Mstep: Class 4 contains 1655 members 
Mstep: Class 5 contains 20327 members 
Mstep: Class 6 contains 54954 members 
Mstep: Class 7 contains 315461 members 
Mstep: Class 8 contains 2464 members 
Mstep: Class 9 contains 1754 members 
Mstep: Class 10 contains 946 members 
Mstep: Class 11 contains 130240 members 
Mstep: Class 12 contains 13705 members 
Mstep: Class 13 contains 2835 members 
Mstep: Class 14 contains 39330 members 
Mstep: Class 15 contains 30853 members 
Mstep: Class 16 contains 69664 members 
Mstep: Class 17 contains 436 members 
Mstep: Class 20 contains 545153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233302224.000000 Penalty: 155821.171875
Iteration 97Q: 19 clusters Score -2.333022e+08 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 94257 members 
Mstep: Class 3 contains 46804 members 
Mstep: Class 4 contains 1655 members 
Mstep: Class 5 contains 20327 members 
Mstep: Class 6 contains 54967 members 
Mstep: Class 7 contains 315424 members 
Mstep: Class 8 contains 2464 members 
Mstep: Class 9 contains 1754 members 
Mstep: Class 10 contains 946 members 
Mstep: Class 11 contains 130271 members 
Mstep: Class 12 contains 13290 members 
Mstep: Class 13 contains 2835 members 
Mstep: Class 14 contains 39332 members 
Mstep: Class 15 contains 30857 members 
Mstep: Class 16 contains 69616 members 
Mstep: Class 17 contains 436 members 
Mstep: Class 20 contains 545193 members 
Entering Unmasked Estep 
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Score: -233301712.000000 Penalty: 155821.171875
Iteration 98Q: 19 clusters Score -2.333017e+08 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 94571 members 
Mstep: Class 3 contains 46828 members 
Mstep: Class 4 contains 1655 members 
Mstep: Class 5 contains 20327 members 
Mstep: Class 6 contains 54979 members 
Mstep: Class 7 contains 315415 members 
Mstep: Class 8 contains 2460 members 
Mstep: Class 9 contains 1754 members 
Mstep: Class 10 contains 946 members 
Mstep: Class 11 contains 130296 members 
Mstep: Class 12 contains 12942 members 
Mstep: Class 13 contains 2835 members 
Mstep: Class 14 contains 39332 members 
Mstep: Class 15 contains 30853 members 
Mstep: Class 16 contains 69587 members 
Mstep: Class 17 contains 436 members 
Mstep: Class 20 contains 545215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233302080.000000 Penalty: 155821.171875
Iteration 99Q: 19 clusters Score -2.333021e+08 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 94786 members 
Mstep: Class 3 contains 46846 members 
Mstep: Class 4 contains 1655 members 
Mstep: Class 5 contains 20327 members 
Mstep: Class 6 contains 54989 members 
Mstep: Class 7 contains 315432 members 
Mstep: Class 8 contains 2456 members 
Mstep: Class 9 contains 1754 members 
Mstep: Class 10 contains 946 members 
Mstep: Class 11 contains 130313 members 
Mstep: Class 12 contains 12642 members 
Mstep: Class 13 contains 2836 members 
Mstep: Class 14 contains 39331 members 
Mstep: Class 15 contains 30848 members 
Mstep: Class 16 contains 69552 members 
Mstep: Class 17 contains 436 members 
Mstep: Class 20 contains 545280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233302032.000000 Penalty: 155821.171875
Iteration 100F: 19 clusters Score -2.33302e+08 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 95003 members 
Mstep: Class 3 contains 46864 members 
Mstep: Class 4 contains 1655 members 
Mstep: Class 5 contains 20327 members 
Mstep: Class 6 contains 55006 members 
Mstep: Class 7 contains 315455 members 
Mstep: Class 8 contains 2453 members 
Mstep: Class 9 contains 1754 members 
Mstep: Class 10 contains 946 members 
Mstep: Class 11 contains 130341 members 
Mstep: Class 12 contains 12375 members 
Mstep: Class 13 contains 2836 members 
Mstep: Class 14 contains 39334 members 
Mstep: Class 15 contains 30832 members 
Mstep: Class 16 contains 69515 members 
Mstep: Class 17 contains 437 members 
Mstep: Class 20 contains 545297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233302544.000000 Penalty: 155821.171875
Iteration 101Q: 19 clusters Score -2.333025e+08 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 95172 members 
Mstep: Class 3 contains 46884 members 
Mstep: Class 4 contains 1655 members 
Mstep: Class 5 contains 20327 members 
Mstep: Class 6 contains 55006 members 
Mstep: Class 7 contains 315498 members 
Mstep: Class 8 contains 2452 members 
Mstep: Class 9 contains 1753 members 
Mstep: Class 10 contains 946 members 
Mstep: Class 11 contains 130356 members 
Mstep: Class 12 contains 12146 members 
Mstep: Class 13 contains 2837 members 
Mstep: Class 14 contains 39332 members 
Mstep: Class 15 contains 30820 members 
Mstep: Class 16 contains 69488 members 
Mstep: Class 17 contains 437 members 
Mstep: Class 20 contains 545320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233302576.000000 Penalty: 155821.171875
Iteration 102Q: 19 clusters Score -2.333026e+08 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 95310 members 
Mstep: Class 3 contains 46903 members 
Mstep: Class 4 contains 1655 members 
Mstep: Class 5 contains 20326 members 
Mstep: Class 6 contains 55012 members 
Mstep: Class 7 contains 315549 members 
Mstep: Class 8 contains 2450 members 
Mstep: Class 9 contains 1753 members 
Mstep: Class 10 contains 946 members 
Mstep: Class 11 contains 130380 members 
Mstep: Class 12 contains 11958 members 
Mstep: Class 13 contains 2837 members 
Mstep: Class 14 contains 39339 members 
Mstep: Class 15 contains 30819 members 
Mstep: Class 16 contains 69460 members 
Mstep: Class 17 contains 437 members 
Mstep: Class 20 contains 545295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233302832.000000 Penalty: 155821.171875
Iteration 103Q: 19 clusters Score -2.333028e+08 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 95434 members 
Mstep: Class 3 contains 46925 members 
Mstep: Class 4 contains 1655 members 
Mstep: Class 5 contains 20326 members 
Mstep: Class 6 contains 55027 members 
Mstep: Class 7 contains 315600 members 
Mstep: Class 8 contains 2446 members 
Mstep: Class 9 contains 1753 members 
Mstep: Class 10 contains 945 members 
Mstep: Class 11 contains 130395 members 
Mstep: Class 12 contains 11775 members 
Mstep: Class 13 contains 2837 members 
Mstep: Class 14 contains 39340 members 
Mstep: Class 15 contains 30827 members 
Mstep: Class 16 contains 69438 members 
Mstep: Class 17 contains 437 members 
Mstep: Class 20 contains 545267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233302432.000000 Penalty: 155821.171875
Iteration 104Q: 19 clusters Score -2.333024e+08 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 95555 members 
Mstep: Class 3 contains 46943 members 
Mstep: Class 4 contains 1655 members 
Mstep: Class 5 contains 20327 members 
Mstep: Class 6 contains 55032 members 
Mstep: Class 7 contains 315656 members 
Mstep: Class 8 contains 2444 members 
Mstep: Class 9 contains 1753 members 
Mstep: Class 10 contains 945 members 
Mstep: Class 11 contains 130408 members 
Mstep: Class 12 contains 11615 members 
Mstep: Class 13 contains 2837 members 
Mstep: Class 14 contains 39337 members 
Mstep: Class 15 contains 30838 members 
Mstep: Class 16 contains 69418 members 
Mstep: Class 17 contains 437 members 
Mstep: Class 20 contains 545224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233302288.000000 Penalty: 155821.171875
Iteration 105Q: 19 clusters Score -2.333023e+08 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 95663 members 
Mstep: Class 3 contains 46961 members 
Mstep: Class 4 contains 1655 members 
Mstep: Class 5 contains 20327 members 
Mstep: Class 6 contains 55037 members 
Mstep: Class 7 contains 315738 members 
Mstep: Class 8 contains 2444 members 
Mstep: Class 9 contains 1753 members 
Mstep: Class 10 contains 945 members 
Mstep: Class 11 contains 130423 members 
Mstep: Class 12 contains 11474 members 
Mstep: Class 13 contains 2837 members 
Mstep: Class 14 contains 39334 members 
Mstep: Class 15 contains 30845 members 
Mstep: Class 16 contains 69388 members 
Mstep: Class 17 contains 437 members 
Mstep: Class 20 contains 545160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233302576.000000 Penalty: 155821.171875
Iteration 106Q: 19 clusters Score -2.333026e+08 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 95725 members 
Mstep: Class 3 contains 46972 members 
Mstep: Class 4 contains 1655 members 
Mstep: Class 5 contains 20327 members 
Mstep: Class 6 contains 55045 members 
Mstep: Class 7 contains 315826 members 
Mstep: Class 8 contains 2442 members 
Mstep: Class 9 contains 1753 members 
Mstep: Class 10 contains 945 members 
Mstep: Class 11 contains 130442 members 
Mstep: Class 12 contains 11359 members 
Mstep: Class 13 contains 2837 members 
Mstep: Class 14 contains 39334 members 
Mstep: Class 15 contains 30846 members 
Mstep: Class 16 contains 69371 members 
Mstep: Class 17 contains 437 members 
Mstep: Class 20 contains 545104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233302608.000000 Penalty: 155821.171875
Iteration 107Q: 19 clusters Score -2.333026e+08 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 95763 members 
Mstep: Class 3 contains 46979 members 
Mstep: Class 4 contains 1655 members 
Mstep: Class 5 contains 20327 members 
Mstep: Class 6 contains 55052 members 
Mstep: Class 7 contains 315943 members 
Mstep: Class 8 contains 2443 members 
Mstep: Class 9 contains 1753 members 
Mstep: Class 10 contains 944 members 
Mstep: Class 11 contains 130461 members 
Mstep: Class 12 contains 11277 members 
Mstep: Class 13 contains 2837 members 
Mstep: Class 14 contains 39333 members 
Mstep: Class 15 contains 30853 members 
Mstep: Class 16 contains 69356 members 
Mstep: Class 17 contains 437 members 
Mstep: Class 20 contains 545007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233302304.000000 Penalty: 155821.171875
Iteration 108Q: 19 clusters Score -2.333023e+08 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 95784 members 
Mstep: Class 3 contains 46991 members 
Mstep: Class 4 contains 1655 members 
Mstep: Class 5 contains 20326 members 
Mstep: Class 6 contains 55057 members 
Mstep: Class 7 contains 316064 members 
Mstep: Class 8 contains 2444 members 
Mstep: Class 9 contains 1753 members 
Mstep: Class 10 contains 944 members 
Mstep: Class 11 contains 130484 members 
Mstep: Class 12 contains 11207 members 
Mstep: Class 13 contains 2837 members 
Mstep: Class 14 contains 39329 members 
Mstep: Class 15 contains 30850 members 
Mstep: Class 16 contains 69342 members 
Mstep: Class 17 contains 437 members 
Mstep: Class 20 contains 544916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233302128.000000 Penalty: 155821.171875
Iteration 109Q: 19 clusters Score -2.333021e+08 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 95795 members 
Mstep: Class 3 contains 47005 members 
Mstep: Class 4 contains 1655 members 
Mstep: Class 5 contains 20327 members 
Mstep: Class 6 contains 55062 members 
Mstep: Class 7 contains 316206 members 
Mstep: Class 8 contains 2444 members 
Mstep: Class 9 contains 1753 members 
Mstep: Class 10 contains 944 members 
Mstep: Class 11 contains 130501 members 
Mstep: Class 12 contains 11158 members 
Mstep: Class 13 contains 2837 members 
Mstep: Class 14 contains 39330 members 
Mstep: Class 15 contains 30852 members 
Mstep: Class 16 contains 69322 members 
Mstep: Class 17 contains 437 members 
Mstep: Class 20 contains 544792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233301936.000000 Penalty: 155821.171875
Iteration 110Q: 19 clusters Score -2.333019e+08 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 95809 members 
Mstep: Class 3 contains 47014 members 
Mstep: Class 4 contains 1655 members 
Mstep: Class 5 contains 20326 members 
Mstep: Class 6 contains 55068 members 
Mstep: Class 7 contains 316341 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1753 members 
Mstep: Class 10 contains 944 members 
Mstep: Class 11 contains 130512 members 
Mstep: Class 12 contains 11119 members 
Mstep: Class 13 contains 2837 members 
Mstep: Class 14 contains 39328 members 
Mstep: Class 15 contains 30849 members 
Mstep: Class 16 contains 69307 members 
Mstep: Class 17 contains 437 members 
Mstep: Class 20 contains 544680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233301840.000000 Penalty: 155821.171875
Iteration 111Q: 19 clusters Score -2.333018e+08 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 95828 members 
Mstep: Class 3 contains 47021 members 
Mstep: Class 4 contains 1655 members 
Mstep: Class 5 contains 20326 members 
Mstep: Class 6 contains 55080 members 
Mstep: Class 7 contains 316468 members 
Mstep: Class 8 contains 2440 members 
Mstep: Class 9 contains 1753 members 
Mstep: Class 10 contains 944 members 
Mstep: Class 11 contains 130529 members 
Mstep: Class 12 contains 11081 members 
Mstep: Class 13 contains 2837 members 
Mstep: Class 14 contains 39326 members 
Mstep: Class 15 contains 30853 members 
Mstep: Class 16 contains 69294 members 
Mstep: Class 17 contains 437 members 
Mstep: Class 20 contains 544548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233301920.000000 Penalty: 155821.171875
Iteration 112Q: 19 clusters Score -2.333019e+08 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 95853 members 
Mstep: Class 3 contains 47028 members 
Mstep: Class 4 contains 1655 members 
Mstep: Class 5 contains 20326 members 
Mstep: Class 6 contains 55087 members 
Mstep: Class 7 contains 316581 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1753 members 
Mstep: Class 10 contains 944 members 
Mstep: Class 11 contains 130555 members 
Mstep: Class 12 contains 11047 members 
Mstep: Class 13 contains 2837 members 
Mstep: Class 14 contains 39324 members 
Mstep: Class 15 contains 30849 members 
Mstep: Class 16 contains 69277 members 
Mstep: Class 17 contains 437 members 
Mstep: Class 20 contains 544426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233301632.000000 Penalty: 155821.171875
Iteration 113Q: 19 clusters Score -2.333016e+08 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 95869 members 
Mstep: Class 3 contains 47038 members 
Mstep: Class 4 contains 1655 members 
Mstep: Class 5 contains 20326 members 
Mstep: Class 6 contains 55096 members 
Mstep: Class 7 contains 316671 members 
Mstep: Class 8 contains 2440 members 
Mstep: Class 9 contains 1753 members 
Mstep: Class 10 contains 944 members 
Mstep: Class 11 contains 130579 members 
Mstep: Class 12 contains 11016 members 
Mstep: Class 13 contains 2838 members 
Mstep: Class 14 contains 39325 members 
Mstep: Class 15 contains 30847 members 
Mstep: Class 16 contains 69259 members 
Mstep: Class 17 contains 437 members 
Mstep: Class 20 contains 544327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233301888.000000 Penalty: 155821.171875
Iteration 114Q: 19 clusters Score -2.333019e+08 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 95877 members 
Mstep: Class 3 contains 47045 members 
Mstep: Class 4 contains 1655 members 
Mstep: Class 5 contains 20326 members 
Mstep: Class 6 contains 55094 members 
Mstep: Class 7 contains 316755 members 
Mstep: Class 8 contains 2438 members 
Mstep: Class 9 contains 1753 members 
Mstep: Class 10 contains 944 members 
Mstep: Class 11 contains 130594 members 
Mstep: Class 12 contains 10989 members 
Mstep: Class 13 contains 2838 members 
Mstep: Class 14 contains 39322 members 
Mstep: Class 15 contains 30845 members 
Mstep: Class 16 contains 69247 members 
Mstep: Class 17 contains 437 members 
Mstep: Class 20 contains 544261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233301856.000000 Penalty: 155821.171875
Iteration 115Q: 19 clusters Score -2.333019e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 95886 members 
Mstep: Class 3 contains 47055 members 
Mstep: Class 4 contains 1655 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55100 members 
Mstep: Class 7 contains 316844 members 
Mstep: Class 8 contains 2437 members 
Mstep: Class 9 contains 1753 members 
Mstep: Class 10 contains 944 members 
Mstep: Class 11 contains 130607 members 
Mstep: Class 12 contains 10971 members 
Mstep: Class 13 contains 2838 members 
Mstep: Class 14 contains 39320 members 
Mstep: Class 15 contains 30851 members 
Mstep: Class 16 contains 69228 members 
Mstep: Class 17 contains 437 members 
Mstep: Class 20 contains 544169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233301760.000000 Penalty: 155821.171875
Iteration 116Q: 19 clusters Score -2.333018e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 95899 members 
Mstep: Class 3 contains 47060 members 
Mstep: Class 4 contains 1655 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55099 members 
Mstep: Class 7 contains 316944 members 
Mstep: Class 8 contains 2436 members 
Mstep: Class 9 contains 1753 members 
Mstep: Class 10 contains 944 members 
Mstep: Class 11 contains 130616 members 
Mstep: Class 12 contains 10949 members 
Mstep: Class 13 contains 2838 members 
Mstep: Class 14 contains 39321 members 
Mstep: Class 15 contains 30860 members 
Mstep: Class 16 contains 69209 members 
Mstep: Class 17 contains 437 members 
Mstep: Class 20 contains 544075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233301696.000000 Penalty: 155821.171875
Iteration 117Q: 19 clusters Score -2.333017e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 95911 members 
Mstep: Class 3 contains 47066 members 
Mstep: Class 4 contains 1655 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55103 members 
Mstep: Class 7 contains 317024 members 
Mstep: Class 8 contains 2438 members 
Mstep: Class 9 contains 1753 members 
Mstep: Class 10 contains 944 members 
Mstep: Class 11 contains 130639 members 
Mstep: Class 12 contains 10928 members 
Mstep: Class 13 contains 2838 members 
Mstep: Class 14 contains 39322 members 
Mstep: Class 15 contains 30861 members 
Mstep: Class 16 contains 69180 members 
Mstep: Class 17 contains 437 members 
Mstep: Class 20 contains 543996 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 118Q: 19 clusters Score -2.333016e+08 nChanged 262
Entering ConstructFrom: 
Score: -233301584.000000 Penalty: 155821.171875
Entering ConstructFrom: 
Trying to split cluster 1 (3832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Entering Unmasked Estep 
Score: -593884.750000 Penalty: 5053.824707
	Iteration 0F: 2 clusters Score -593884.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -587900.187500 Penalty: 10107.649414
	Iteration 0F: 3 clusters Score -587900.2 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -589913.125000 Penalty: 10107.649414
	Iteration 1F: 3 clusters Score -589913.1 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -592280.437500 Penalty: 10107.649414
	Iteration 2F: 3 clusters Score -592280.4 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -594805.937500 Penalty: 10107.649414
	Iteration 3F: 3 clusters Score -594805.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -595857.000000 Penalty: 10107.649414
	Iteration 4F: 3 clusters Score -595857 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -596038.625000 Penalty: 10107.649414
	Iteration 5Q: 3 clusters Score -596038.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -596060.500000 Penalty: 10107.649414
	Iteration 6Q: 3 clusters Score -596060.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -596069.250000 Penalty: 10107.649414
	Iteration 7Q: 3 clusters Score -596069.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -596069.812500 Penalty: 10107.649414
	Iteration 8Q: 3 clusters Score -596069.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -596069.812500 Penalty: 10107.649414
	Iteration 9F: 3 clusters Score -596069.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 95909 members 
Mstep: Class 3 contains 47070 members 
Mstep: Class 4 contains 1655 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55108 members 
Mstep: Class 7 contains 317102 members 
Mstep: Class 8 contains 2438 members 
Mstep: Class 9 contains 1753 members 
Mstep: Class 10 contains 944 members 
Mstep: Class 11 contains 130654 members 
Mstep: Class 12 contains 10914 members 
Mstep: Class 13 contains 2838 members 
Mstep: Class 14 contains 39325 members 
Mstep: Class 15 contains 30864 members 
Mstep: Class 16 contains 69154 members 
Mstep: Class 17 contains 437 members 
Mstep: Class 18 contains 715 members 
Mstep: Class 20 contains 543930 members 
Entering Unmasked Estep 
Score: -233299744.000000 Penalty: 164477.890625
Splitting cluster 1 changes total score from -233301584.000000 to -233299744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (95909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95909 members 
Entering Unmasked Estep 
Score: -16188837.000000 Penalty: 7026.082520
	Iteration 0F: 2 clusters Score -1.618884e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47608 members 
Mstep: Class 2 contains 48301 members 
Entering Unmasked Estep 
Score: -16123068.000000 Penalty: 14052.165039
	Iteration 0F: 3 clusters Score -1.612307e+07 nChanged 43961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46057 members 
Mstep: Class 2 contains 49852 members 
Entering Unmasked Estep 
Score: -16147256.000000 Penalty: 14052.165039
	Iteration 1F: 3 clusters Score -1.614726e+07 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45054 members 
Mstep: Class 2 contains 50855 members 
Entering Unmasked Estep 
Score: -16148213.000000 Penalty: 14052.165039
	Iteration 2Q: 3 clusters Score -1.614821e+07 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43620 members 
Mstep: Class 2 contains 52289 members 
Entering Unmasked Estep 
Score: -16149241.000000 Penalty: 14052.165039
	Iteration 3Q: 3 clusters Score -1.614924e+07 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41511 members 
Mstep: Class 2 contains 54398 members 
Entering Unmasked Estep 
Score: -16150299.000000 Penalty: 14052.165039
	Iteration 4Q: 3 clusters Score -1.61503e+07 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38534 members 
Mstep: Class 2 contains 57375 members 
Entering Unmasked Estep 
Score: -16151651.000000 Penalty: 14052.165039
	Iteration 5Q: 3 clusters Score -1.615165e+07 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34488 members 
Mstep: Class 2 contains 61421 members 
Entering Unmasked Estep 
Score: -16153839.000000 Penalty: 14052.165039
	Iteration 6Q: 3 clusters Score -1.615384e+07 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28970 members 
Mstep: Class 2 contains 66939 members 
Entering Unmasked Estep 
Score: -16157109.000000 Penalty: 14052.165039
	Iteration 7F: 3 clusters Score -1.615711e+07 nChanged 7038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 73959 members 
Entering Unmasked Estep 
Score: -16162240.000000 Penalty: 14052.165039
	Iteration 8F: 3 clusters Score -1.616224e+07 nChanged 7721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 81670 members 
Entering Unmasked Estep 
Score: -16169002.000000 Penalty: 14052.165039
	Iteration 9F: 3 clusters Score -1.6169e+07 nChanged 6798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 88464 members 
Entering Unmasked Estep 
Score: -16175552.000000 Penalty: 14052.165039
	Iteration 10F: 3 clusters Score -1.617555e+07 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 92712 members 
Entering Unmasked Estep 
Score: -16179630.000000 Penalty: 14052.165039
	Iteration 11Q: 3 clusters Score -1.617963e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 94532 members 
Entering Unmasked Estep 
Score: -16181469.000000 Penalty: 14052.165039
	Iteration 12Q: 3 clusters Score -1.618147e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 95082 members 
Entering Unmasked Estep 
Score: -16182079.000000 Penalty: 14052.165039
	Iteration 13Q: 3 clusters Score -1.618208e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 95254 members 
Entering Unmasked Estep 
Score: -16182307.000000 Penalty: 14052.165039
	Iteration 14Q: 3 clusters Score -1.618231e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 95333 members 
Entering Unmasked Estep 
Score: -16182442.000000 Penalty: 14052.165039
	Iteration 15Q: 3 clusters Score -1.618244e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 95369 members 
Entering Unmasked Estep 
Score: -16182490.000000 Penalty: 14052.165039
	Iteration 16Q: 3 clusters Score -1.618249e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 95391 members 
Entering Unmasked Estep 
Score: -16182545.000000 Penalty: 14052.165039
	Iteration 17Q: 3 clusters Score -1.618254e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 95406 members 
Entering Unmasked Estep 
Score: -16182559.000000 Penalty: 14052.165039
	Iteration 18Q: 3 clusters Score -1.618256e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 95412 members 
Entering Unmasked Estep 
Score: -16182601.000000 Penalty: 14052.165039
	Iteration 19Q: 3 clusters Score -1.61826e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 95422 members 
Entering Unmasked Estep 
Score: -16182602.000000 Penalty: 14052.165039
	Iteration 20F: 3 clusters Score -1.61826e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 95424 members 
Entering Unmasked Estep 
Score: -16182608.000000 Penalty: 14052.165039
	Iteration 21Q: 3 clusters Score -1.618261e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 95427 members 
Entering Unmasked Estep 
Score: -16182624.000000 Penalty: 14052.165039
	Iteration 22Q: 3 clusters Score -1.618262e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 95427 members 
Entering Unmasked Estep 
Score: -16182629.000000 Penalty: 14052.165039
	Iteration 23Q: 3 clusters Score -1.618263e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 95429 members 
Entering Unmasked Estep 
Score: -16182629.000000 Penalty: 14052.165039
	Iteration 24Q: 3 clusters Score -1.618263e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 95429 members 
Entering Unmasked Estep 
Score: -16182629.000000 Penalty: 14052.165039
	Iteration 25F: 3 clusters Score -1.618263e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (47070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47070 members 
Entering Unmasked Estep 
Score: -8169190.500000 Penalty: 6590.126953
	Iteration 0F: 2 clusters Score -8169190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -8135276.000000 Penalty: 13180.253906
	Iteration 0F: 3 clusters Score -8135276 nChanged 20723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -8146490.500000 Penalty: 13180.253906
	Iteration 1F: 3 clusters Score -8146490 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -8148001.000000 Penalty: 13180.253906
	Iteration 2F: 3 clusters Score -8148001 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25001 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -8150031.000000 Penalty: 13180.253906
	Iteration 3F: 3 clusters Score -8150031 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26105 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -8152694.000000 Penalty: 13180.253906
	Iteration 4F: 3 clusters Score -8152694 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27866 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -8155389.500000 Penalty: 13180.253906
	Iteration 5F: 3 clusters Score -8155390 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30095 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -8157870.000000 Penalty: 13180.253906
	Iteration 6F: 3 clusters Score -8157870 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32504 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -8160075.500000 Penalty: 13180.253906
	Iteration 7F: 3 clusters Score -8160076 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34770 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -8161913.000000 Penalty: 13180.253906
	Iteration 8F: 3 clusters Score -8161913 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36691 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -8163235.500000 Penalty: 13180.253906
	Iteration 9Q: 3 clusters Score -8163236 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38244 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -8164224.500000 Penalty: 13180.253906
	Iteration 10Q: 3 clusters Score -8164224 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39476 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -8164948.500000 Penalty: 13180.253906
	Iteration 11Q: 3 clusters Score -8164948 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40396 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -8165429.000000 Penalty: 13180.253906
	Iteration 12Q: 3 clusters Score -8165429 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41090 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -8165711.500000 Penalty: 13180.253906
	Iteration 13Q: 3 clusters Score -8165712 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41685 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -8165994.000000 Penalty: 13180.253906
	Iteration 14Q: 3 clusters Score -8165994 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42154 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -8166161.000000 Penalty: 13180.253906
	Iteration 15Q: 3 clusters Score -8166161 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42516 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -8166323.000000 Penalty: 13180.253906
	Iteration 16Q: 3 clusters Score -8166323 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42818 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -8166453.000000 Penalty: 13180.253906
	Iteration 17Q: 3 clusters Score -8166453 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43053 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -8166577.000000 Penalty: 13180.253906
	Iteration 18Q: 3 clusters Score -8166577 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43243 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -8166635.000000 Penalty: 13180.253906
	Iteration 19Q: 3 clusters Score -8166635 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43368 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -8166648.000000 Penalty: 13180.253906
	Iteration 20F: 3 clusters Score -8166648 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43472 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -8166679.500000 Penalty: 13180.253906
	Iteration 21Q: 3 clusters Score -8166680 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43529 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -8166703.500000 Penalty: 13180.253906
	Iteration 22Q: 3 clusters Score -8166704 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43578 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -8166699.500000 Penalty: 13180.253906
	Iteration 23Q: 3 clusters Score -8166700 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43632 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -8166725.500000 Penalty: 13180.253906
	Iteration 24Q: 3 clusters Score -8166726 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43671 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -8166731.500000 Penalty: 13180.253906
	Iteration 25Q: 3 clusters Score -8166732 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43718 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -8166744.500000 Penalty: 13180.253906
	Iteration 26Q: 3 clusters Score -8166744 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43751 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -8166778.000000 Penalty: 13180.253906
	Iteration 27Q: 3 clusters Score -8166778 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43771 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -8166780.500000 Penalty: 13180.253906
	Iteration 28Q: 3 clusters Score -8166780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43784 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -8166778.000000 Penalty: 13180.253906
	Iteration 29Q: 3 clusters Score -8166778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43798 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -8166786.000000 Penalty: 13180.253906
	Iteration 30Q: 3 clusters Score -8166786 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43814 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -8166800.500000 Penalty: 13180.253906
	Iteration 31Q: 3 clusters Score -8166800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43826 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -8166806.500000 Penalty: 13180.253906
	Iteration 32Q: 3 clusters Score -8166806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43836 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -8166810.500000 Penalty: 13180.253906
	Iteration 33Q: 3 clusters Score -8166810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43841 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -8166805.500000 Penalty: 13180.253906
	Iteration 34Q: 3 clusters Score -8166806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43845 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -8166798.500000 Penalty: 13180.253906
	Iteration 35Q: 3 clusters Score -8166798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43846 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -8166800.000000 Penalty: 13180.253906
	Iteration 36Q: 3 clusters Score -8166800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43846 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -8166800.000000 Penalty: 13180.253906
	Iteration 37F: 3 clusters Score -8166800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Entering Unmasked Estep 
Score: -264095.281250 Penalty: 4539.578125
	Iteration 0F: 2 clusters Score -264095.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -259390.218750 Penalty: 9079.156250
	Iteration 0F: 3 clusters Score -259390.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -259998.531250 Penalty: 9079.156250
	Iteration 1F: 3 clusters Score -259998.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -260392.390625 Penalty: 9079.156250
	Iteration 2F: 3 clusters Score -260392.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -260740.968750 Penalty: 9079.156250
	Iteration 3Q: 3 clusters Score -260741 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -260900.093750 Penalty: 9079.156250
	Iteration 4Q: 3 clusters Score -260900.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -261007.406250 Penalty: 9079.156250
	Iteration 5Q: 3 clusters Score -261007.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -261079.031250 Penalty: 9079.156250
	Iteration 6Q: 3 clusters Score -261079 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -261153.281250 Penalty: 9079.156250
	Iteration 7Q: 3 clusters Score -261153.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -261260.875000 Penalty: 9079.156250
	Iteration 8Q: 3 clusters Score -261260.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -261363.765625 Penalty: 9079.156250
	Iteration 9Q: 3 clusters Score -261363.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -261475.593750 Penalty: 9079.156250
	Iteration 10Q: 3 clusters Score -261475.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -261553.984375 Penalty: 9079.156250
	Iteration 11Q: 3 clusters Score -261554 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -261628.171875 Penalty: 9079.156250
	Iteration 12Q: 3 clusters Score -261628.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -261685.359375 Penalty: 9079.156250
	Iteration 13Q: 3 clusters Score -261685.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -261750.734375 Penalty: 9079.156250
	Iteration 14Q: 3 clusters Score -261750.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -261800.171875 Penalty: 9079.156250
	Iteration 15Q: 3 clusters Score -261800.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -261843.812500 Penalty: 9079.156250
	Iteration 16Q: 3 clusters Score -261843.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -261890.437500 Penalty: 9079.156250
	Iteration 17Q: 3 clusters Score -261890.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -261949.921875 Penalty: 9079.156250
	Iteration 18Q: 3 clusters Score -261949.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -262027.375000 Penalty: 9079.156250
	Iteration 19Q: 3 clusters Score -262027.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -262168.312500 Penalty: 9079.156250
	Iteration 20F: 3 clusters Score -262168.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -262309.218750 Penalty: 9079.156250
	Iteration 21Q: 3 clusters Score -262309.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -262356.250000 Penalty: 9079.156250
	Iteration 22Q: 3 clusters Score -262356.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -262381.937500 Penalty: 9079.156250
	Iteration 23Q: 3 clusters Score -262381.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -262400.218750 Penalty: 9079.156250
	Iteration 24Q: 3 clusters Score -262400.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -262421.843750 Penalty: 9079.156250
	Iteration 25Q: 3 clusters Score -262421.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -262444.375000 Penalty: 9079.156250
	Iteration 26Q: 3 clusters Score -262444.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -262450.125000 Penalty: 9079.156250
	Iteration 27Q: 3 clusters Score -262450.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -262450.125000 Penalty: 9079.156250
	Iteration 28F: 3 clusters Score -262450.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (20325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Entering Unmasked Estep 
Score: -3529288.500000 Penalty: 6075.759277
	Iteration 0F: 2 clusters Score -3529288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -3512626.750000 Penalty: 12151.518555
	Iteration 0F: 3 clusters Score -3512627 nChanged 8213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -3517043.750000 Penalty: 12151.518555
	Iteration 1F: 3 clusters Score -3517044 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -3517767.750000 Penalty: 12151.518555
	Iteration 2F: 3 clusters Score -3517768 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -3518402.500000 Penalty: 12151.518555
	Iteration 3F: 3 clusters Score -3518402 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -3519056.500000 Penalty: 12151.518555
	Iteration 4Q: 3 clusters Score -3519056 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -3519644.000000 Penalty: 12151.518555
	Iteration 5Q: 3 clusters Score -3519644 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -3520147.000000 Penalty: 12151.518555
	Iteration 6Q: 3 clusters Score -3520147 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -3520641.750000 Penalty: 12151.518555
	Iteration 7Q: 3 clusters Score -3520642 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -3521160.750000 Penalty: 12151.518555
	Iteration 8Q: 3 clusters Score -3521161 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -3521694.500000 Penalty: 12151.518555
	Iteration 9Q: 3 clusters Score -3521694 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -3522218.250000 Penalty: 12151.518555
	Iteration 10Q: 3 clusters Score -3522218 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -3522723.750000 Penalty: 12151.518555
	Iteration 11Q: 3 clusters Score -3522724 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -3523186.750000 Penalty: 12151.518555
	Iteration 12Q: 3 clusters Score -3523187 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -3523543.750000 Penalty: 12151.518555
	Iteration 13Q: 3 clusters Score -3523544 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -3523862.000000 Penalty: 12151.518555
	Iteration 14Q: 3 clusters Score -3523862 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -3524145.750000 Penalty: 12151.518555
	Iteration 15Q: 3 clusters Score -3524146 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -3524374.250000 Penalty: 12151.518555
	Iteration 16Q: 3 clusters Score -3524374 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -3524570.750000 Penalty: 12151.518555
	Iteration 17Q: 3 clusters Score -3524571 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -3524688.000000 Penalty: 12151.518555
	Iteration 18Q: 3 clusters Score -3524688 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -3524777.750000 Penalty: 12151.518555
	Iteration 19Q: 3 clusters Score -3524778 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -3524856.000000 Penalty: 12151.518555
	Iteration 20F: 3 clusters Score -3524856 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -3524910.000000 Penalty: 12151.518555
	Iteration 21Q: 3 clusters Score -3524910 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -3524960.500000 Penalty: 12151.518555
	Iteration 22Q: 3 clusters Score -3524960 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -3524988.500000 Penalty: 12151.518555
	Iteration 23Q: 3 clusters Score -3524988 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -3525005.500000 Penalty: 12151.518555
	Iteration 24Q: 3 clusters Score -3525006 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -3525018.000000 Penalty: 12151.518555
	Iteration 25Q: 3 clusters Score -3525018 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -3525030.750000 Penalty: 12151.518555
	Iteration 26Q: 3 clusters Score -3525031 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -3525038.500000 Penalty: 12151.518555
	Iteration 27Q: 3 clusters Score -3525038 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -3525045.500000 Penalty: 12151.518555
	Iteration 28Q: 3 clusters Score -3525046 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -3525056.750000 Penalty: 12151.518555
	Iteration 29Q: 3 clusters Score -3525057 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -3525066.500000 Penalty: 12151.518555
	Iteration 30Q: 3 clusters Score -3525066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -3525071.750000 Penalty: 12151.518555
	Iteration 31Q: 3 clusters Score -3525072 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -3525078.250000 Penalty: 12151.518555
	Iteration 32Q: 3 clusters Score -3525078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -3525077.750000 Penalty: 12151.518555
	Iteration 33Q: 3 clusters Score -3525078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -3525080.750000 Penalty: 12151.518555
	Iteration 34Q: 3 clusters Score -3525081 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -3525080.000000 Penalty: 12151.518555
	Iteration 35Q: 3 clusters Score -3525080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -3525082.500000 Penalty: 12151.518555
	Iteration 36Q: 3 clusters Score -3525082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -3525080.250000 Penalty: 12151.518555
	Iteration 37Q: 3 clusters Score -3525080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -3525088.750000 Penalty: 12151.518555
	Iteration 38Q: 3 clusters Score -3525089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -3525091.000000 Penalty: 12151.518555
	Iteration 39Q: 3 clusters Score -3525091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -3525093.250000 Penalty: 12151.518555
	Iteration 40F: 3 clusters Score -3525093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -3525097.250000 Penalty: 12151.518555
	Iteration 41Q: 3 clusters Score -3525097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -3525099.250000 Penalty: 12151.518555
	Iteration 42Q: 3 clusters Score -3525099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -3525096.000000 Penalty: 12151.518555
	Iteration 43Q: 3 clusters Score -3525096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -3525096.000000 Penalty: 12151.518555
	Iteration 44F: 3 clusters Score -3525096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (55108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55108 members 
Entering Unmasked Estep 
Score: -9590490.000000 Penalty: 6686.693359
	Iteration 0F: 2 clusters Score -9590490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27587 members 
Mstep: Class 2 contains 27521 members 
Entering Unmasked Estep 
Score: -9551412.000000 Penalty: 13373.386719
	Iteration 0F: 3 clusters Score -9551412 nChanged 24459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27682 members 
Mstep: Class 2 contains 27426 members 
Entering Unmasked Estep 
Score: -9564622.000000 Penalty: 13373.386719
	Iteration 1F: 3 clusters Score -9564622 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 27348 members 
Entering Unmasked Estep 
Score: -9565487.000000 Penalty: 13373.386719
	Iteration 2Q: 3 clusters Score -9565487 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27849 members 
Mstep: Class 2 contains 27259 members 
Entering Unmasked Estep 
Score: -9566186.000000 Penalty: 13373.386719
	Iteration 3Q: 3 clusters Score -9566186 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27932 members 
Mstep: Class 2 contains 27176 members 
Entering Unmasked Estep 
Score: -9566724.000000 Penalty: 13373.386719
	Iteration 4Q: 3 clusters Score -9566724 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28061 members 
Mstep: Class 2 contains 27047 members 
Entering Unmasked Estep 
Score: -9567446.000000 Penalty: 13373.386719
	Iteration 5Q: 3 clusters Score -9567446 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 26914 members 
Entering Unmasked Estep 
Score: -9568114.000000 Penalty: 13373.386719
	Iteration 6Q: 3 clusters Score -9568114 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28416 members 
Mstep: Class 2 contains 26692 members 
Entering Unmasked Estep 
Score: -9568767.000000 Penalty: 13373.386719
	Iteration 7Q: 3 clusters Score -9568767 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28794 members 
Mstep: Class 2 contains 26314 members 
Entering Unmasked Estep 
Score: -9569575.000000 Penalty: 13373.386719
	Iteration 8Q: 3 clusters Score -9569575 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29426 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
Score: -9570492.000000 Penalty: 13373.386719
	Iteration 9Q: 3 clusters Score -9570492 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30246 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -9571490.000000 Penalty: 13373.386719
	Iteration 10Q: 3 clusters Score -9571490 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -9572660.000000 Penalty: 13373.386719
	Iteration 11Q: 3 clusters Score -9572660 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32743 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -9574205.000000 Penalty: 13373.386719
	Iteration 12Q: 3 clusters Score -9574205 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34452 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -9576198.000000 Penalty: 13373.386719
	Iteration 13F: 3 clusters Score -9576198 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36275 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -9578588.000000 Penalty: 13373.386719
	Iteration 14F: 3 clusters Score -9578588 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37897 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -9581137.000000 Penalty: 13373.386719
	Iteration 15Q: 3 clusters Score -9581137 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39150 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -9583018.000000 Penalty: 13373.386719
	Iteration 16Q: 3 clusters Score -9583018 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39961 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -9584387.000000 Penalty: 13373.386719
	Iteration 17Q: 3 clusters Score -9584387 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40610 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -9585829.000000 Penalty: 13373.386719
	Iteration 18Q: 3 clusters Score -9585829 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41081 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -9587315.000000 Penalty: 13373.386719
	Iteration 19Q: 3 clusters Score -9587315 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41264 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -9588399.000000 Penalty: 13373.386719
	Iteration 20F: 3 clusters Score -9588399 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41277 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -9588857.000000 Penalty: 13373.386719
	Iteration 21Q: 3 clusters Score -9588857 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41150 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -9589027.000000 Penalty: 13373.386719
	Iteration 22Q: 3 clusters Score -9589027 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40956 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -9589139.000000 Penalty: 13373.386719
	Iteration 23Q: 3 clusters Score -9589139 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40729 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -9589235.000000 Penalty: 13373.386719
	Iteration 24Q: 3 clusters Score -9589235 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40468 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -9589326.000000 Penalty: 13373.386719
	Iteration 25Q: 3 clusters Score -9589326 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40206 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -9589421.000000 Penalty: 13373.386719
	Iteration 26Q: 3 clusters Score -9589421 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39965 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -9589463.000000 Penalty: 13373.386719
	Iteration 27Q: 3 clusters Score -9589463 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39695 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -9589539.000000 Penalty: 13373.386719
	Iteration 28Q: 3 clusters Score -9589539 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39399 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -9589630.000000 Penalty: 13373.386719
	Iteration 29Q: 3 clusters Score -9589630 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39064 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -9589762.000000 Penalty: 13373.386719
	Iteration 30Q: 3 clusters Score -9589762 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38731 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -9589866.000000 Penalty: 13373.386719
	Iteration 31Q: 3 clusters Score -9589866 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38359 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -9589984.000000 Penalty: 13373.386719
	Iteration 32Q: 3 clusters Score -9589984 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37925 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -9590165.000000 Penalty: 13373.386719
	Iteration 33Q: 3 clusters Score -9590165 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37432 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -9590315.000000 Penalty: 13373.386719
	Iteration 34Q: 3 clusters Score -9590315 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36920 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -9590538.000000 Penalty: 13373.386719
	Iteration 35Q: 3 clusters Score -9590538 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36399 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -9590722.000000 Penalty: 13373.386719
	Iteration 36Q: 3 clusters Score -9590722 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35901 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -9590958.000000 Penalty: 13373.386719
	Iteration 37Q: 3 clusters Score -9590958 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35378 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -9591143.000000 Penalty: 13373.386719
	Iteration 38Q: 3 clusters Score -9591143 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34856 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -9591351.000000 Penalty: 13373.386719
	Iteration 39Q: 3 clusters Score -9591351 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34359 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -9591583.000000 Penalty: 13373.386719
	Iteration 40F: 3 clusters Score -9591583 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33892 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -9591665.000000 Penalty: 13373.386719
	Iteration 41Q: 3 clusters Score -9591665 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33495 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -9591795.000000 Penalty: 13373.386719
	Iteration 42Q: 3 clusters Score -9591795 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33128 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -9591876.000000 Penalty: 13373.386719
	Iteration 43Q: 3 clusters Score -9591876 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32802 members 
Mstep: Class 2 contains 22306 members 
Entering Unmasked Estep 
Score: -9591940.000000 Penalty: 13373.386719
	Iteration 44Q: 3 clusters Score -9591940 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32508 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -9592030.000000 Penalty: 13373.386719
	Iteration 45Q: 3 clusters Score -9592030 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32268 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -9592060.000000 Penalty: 13373.386719
	Iteration 46Q: 3 clusters Score -9592060 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32085 members 
Mstep: Class 2 contains 23023 members 
Entering Unmasked Estep 
Score: -9592069.000000 Penalty: 13373.386719
	Iteration 47Q: 3 clusters Score -9592069 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31923 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -9592061.000000 Penalty: 13373.386719
	Iteration 48Q: 3 clusters Score -9592061 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31798 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -9592094.000000 Penalty: 13373.386719
	Iteration 49Q: 3 clusters Score -9592094 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31701 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -9592111.000000 Penalty: 13373.386719
	Iteration 50Q: 3 clusters Score -9592111 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31621 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -9592096.000000 Penalty: 13373.386719
	Iteration 51Q: 3 clusters Score -9592096 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31561 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -9592128.000000 Penalty: 13373.386719
	Iteration 52Q: 3 clusters Score -9592128 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31512 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -9592130.000000 Penalty: 13373.386719
	Iteration 53Q: 3 clusters Score -9592130 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31483 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -9592118.000000 Penalty: 13373.386719
	Iteration 54Q: 3 clusters Score -9592118 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31461 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -9592130.000000 Penalty: 13373.386719
	Iteration 55Q: 3 clusters Score -9592130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31449 members 
Mstep: Class 2 contains 23659 members 
Entering Unmasked Estep 
Score: -9592131.000000 Penalty: 13373.386719
	Iteration 56Q: 3 clusters Score -9592131 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31440 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -9592142.000000 Penalty: 13373.386719
	Iteration 57Q: 3 clusters Score -9592142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31430 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -9592139.000000 Penalty: 13373.386719
	Iteration 58Q: 3 clusters Score -9592139 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31418 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -9592137.000000 Penalty: 13373.386719
	Iteration 59Q: 3 clusters Score -9592137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -9592147.000000 Penalty: 13373.386719
	Iteration 60F: 3 clusters Score -9592147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31405 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -9592143.000000 Penalty: 13373.386719
	Iteration 61Q: 3 clusters Score -9592143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31400 members 
Mstep: Class 2 contains 23708 members 
Entering Unmasked Estep 
Score: -9592142.000000 Penalty: 13373.386719
	Iteration 62Q: 3 clusters Score -9592142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31398 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -9592144.000000 Penalty: 13373.386719
	Iteration 63Q: 3 clusters Score -9592144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31397 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -9592144.000000 Penalty: 13373.386719
	Iteration 64Q: 3 clusters Score -9592144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31397 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -9592144.000000 Penalty: 13373.386719
	Iteration 65F: 3 clusters Score -9592144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 95909 members 
Mstep: Class 3 contains 47070 members 
Mstep: Class 4 contains 1655 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 31397 members 
Mstep: Class 7 contains 317102 members 
Mstep: Class 8 contains 2438 members 
Mstep: Class 9 contains 1753 members 
Mstep: Class 10 contains 944 members 
Mstep: Class 11 contains 130654 members 
Mstep: Class 12 contains 10914 members 
Mstep: Class 13 contains 2838 members 
Mstep: Class 14 contains 39325 members 
Mstep: Class 15 contains 30864 members 
Mstep: Class 16 contains 69154 members 
Mstep: Class 17 contains 437 members 
Mstep: Class 18 contains 23711 members 
Mstep: Class 20 contains 543930 members 
Entering Unmasked Estep 
Score: -233300016.000000 Penalty: 164477.890625
Splitting cluster 6 changes total score from -233301584.000000 to -233300016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (317102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317102 members 
Entering Unmasked Estep 
Score: -54565636.000000 Penalty: 7758.524414
	Iteration 0F: 2 clusters Score -5.456564e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158335 members 
Mstep: Class 2 contains 158767 members 
Entering Unmasked Estep 
Score: -54359668.000000 Penalty: 15517.048828
	Iteration 0F: 3 clusters Score -5.435967e+07 nChanged 151136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156077 members 
Mstep: Class 2 contains 161025 members 
Entering Unmasked Estep 
Score: -54448576.000000 Penalty: 15517.048828
	Iteration 1F: 3 clusters Score -5.444858e+07 nChanged 12141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154922 members 
Mstep: Class 2 contains 162180 members 
Entering Unmasked Estep 
Score: -54453380.000000 Penalty: 15517.048828
	Iteration 2Q: 3 clusters Score -5.445338e+07 nChanged 13922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153222 members 
Mstep: Class 2 contains 163880 members 
Entering Unmasked Estep 
Score: -54459524.000000 Penalty: 15517.048828
	Iteration 3Q: 3 clusters Score -5.445952e+07 nChanged 16248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150754 members 
Mstep: Class 2 contains 166348 members 
Entering Unmasked Estep 
Score: -54468364.000000 Penalty: 15517.048828
	Iteration 4F: 3 clusters Score -5.446836e+07 nChanged 18446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147366 members 
Mstep: Class 2 contains 169736 members 
Entering Unmasked Estep 
Score: -54479092.000000 Penalty: 15517.048828
	Iteration 5F: 3 clusters Score -5.447909e+07 nChanged 19807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143799 members 
Mstep: Class 2 contains 173303 members 
Entering Unmasked Estep 
Score: -54491968.000000 Penalty: 15517.048828
	Iteration 6F: 3 clusters Score -5.449197e+07 nChanged 20380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140777 members 
Mstep: Class 2 contains 176325 members 
Entering Unmasked Estep 
Score: -54505408.000000 Penalty: 15517.048828
	Iteration 7F: 3 clusters Score -5.450541e+07 nChanged 18718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138659 members 
Mstep: Class 2 contains 178443 members 
Entering Unmasked Estep 
Score: -54516744.000000 Penalty: 15517.048828
	Iteration 8F: 3 clusters Score -5.451674e+07 nChanged 15634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137309 members 
Mstep: Class 2 contains 179793 members 
Entering Unmasked Estep 
Score: -54523632.000000 Penalty: 15517.048828
	Iteration 9Q: 3 clusters Score -5.452363e+07 nChanged 10771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136232 members 
Mstep: Class 2 contains 180870 members 
Entering Unmasked Estep 
Score: -54526152.000000 Penalty: 15517.048828
	Iteration 10Q: 3 clusters Score -5.452615e+07 nChanged 6517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135189 members 
Mstep: Class 2 contains 181913 members 
Entering Unmasked Estep 
Score: -54527288.000000 Penalty: 15517.048828
	Iteration 11Q: 3 clusters Score -5.452729e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134162 members 
Mstep: Class 2 contains 182940 members 
Entering Unmasked Estep 
Score: -54527708.000000 Penalty: 15517.048828
	Iteration 12Q: 3 clusters Score -5.452771e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133144 members 
Mstep: Class 2 contains 183958 members 
Entering Unmasked Estep 
Score: -54527820.000000 Penalty: 15517.048828
	Iteration 13Q: 3 clusters Score -5.452782e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132018 members 
Mstep: Class 2 contains 185084 members 
Entering Unmasked Estep 
Score: -54528256.000000 Penalty: 15517.048828
	Iteration 14Q: 3 clusters Score -5.452826e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130873 members 
Mstep: Class 2 contains 186229 members 
Entering Unmasked Estep 
Score: -54528676.000000 Penalty: 15517.048828
	Iteration 15Q: 3 clusters Score -5.452868e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129768 members 
Mstep: Class 2 contains 187334 members 
Entering Unmasked Estep 
Score: -54528980.000000 Penalty: 15517.048828
	Iteration 16Q: 3 clusters Score -5.452898e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128603 members 
Mstep: Class 2 contains 188499 members 
Entering Unmasked Estep 
Score: -54529132.000000 Penalty: 15517.048828
	Iteration 17Q: 3 clusters Score -5.452913e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127443 members 
Mstep: Class 2 contains 189659 members 
Entering Unmasked Estep 
Score: -54529464.000000 Penalty: 15517.048828
	Iteration 18Q: 3 clusters Score -5.452946e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126170 members 
Mstep: Class 2 contains 190932 members 
Entering Unmasked Estep 
Score: -54529532.000000 Penalty: 15517.048828
	Iteration 19Q: 3 clusters Score -5.452953e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124867 members 
Mstep: Class 2 contains 192235 members 
Entering Unmasked Estep 
Score: -54529944.000000 Penalty: 15517.048828
	Iteration 20F: 3 clusters Score -5.452994e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123458 members 
Mstep: Class 2 contains 193644 members 
Entering Unmasked Estep 
Score: -54529868.000000 Penalty: 15517.048828
	Iteration 21Q: 3 clusters Score -5.452987e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121984 members 
Mstep: Class 2 contains 195118 members 
Entering Unmasked Estep 
Score: -54529904.000000 Penalty: 15517.048828
	Iteration 22Q: 3 clusters Score -5.45299e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120432 members 
Mstep: Class 2 contains 196670 members 
Entering Unmasked Estep 
Score: -54530224.000000 Penalty: 15517.048828
	Iteration 23Q: 3 clusters Score -5.453022e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118808 members 
Mstep: Class 2 contains 198294 members 
Entering Unmasked Estep 
Score: -54530320.000000 Penalty: 15517.048828
	Iteration 24Q: 3 clusters Score -5.453032e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117063 members 
Mstep: Class 2 contains 200039 members 
Entering Unmasked Estep 
Score: -54530564.000000 Penalty: 15517.048828
	Iteration 25Q: 3 clusters Score -5.453056e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115204 members 
Mstep: Class 2 contains 201898 members 
Entering Unmasked Estep 
Score: -54530692.000000 Penalty: 15517.048828
	Iteration 26Q: 3 clusters Score -5.453069e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113218 members 
Mstep: Class 2 contains 203884 members 
Entering Unmasked Estep 
Score: -54530988.000000 Penalty: 15517.048828
	Iteration 27Q: 3 clusters Score -5.453099e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111212 members 
Mstep: Class 2 contains 205890 members 
Entering Unmasked Estep 
Score: -54531268.000000 Penalty: 15517.048828
	Iteration 28Q: 3 clusters Score -5.453127e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109148 members 
Mstep: Class 2 contains 207954 members 
Entering Unmasked Estep 
Score: -54531504.000000 Penalty: 15517.048828
	Iteration 29Q: 3 clusters Score -5.45315e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107058 members 
Mstep: Class 2 contains 210044 members 
Entering Unmasked Estep 
Score: -54531952.000000 Penalty: 15517.048828
	Iteration 30Q: 3 clusters Score -5.453195e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104917 members 
Mstep: Class 2 contains 212185 members 
Entering Unmasked Estep 
Score: -54532344.000000 Penalty: 15517.048828
	Iteration 31Q: 3 clusters Score -5.453234e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102655 members 
Mstep: Class 2 contains 214447 members 
Entering Unmasked Estep 
Score: -54532652.000000 Penalty: 15517.048828
	Iteration 32Q: 3 clusters Score -5.453265e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100298 members 
Mstep: Class 2 contains 216804 members 
Entering Unmasked Estep 
Score: -54533172.000000 Penalty: 15517.048828
	Iteration 33Q: 3 clusters Score -5.453317e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97907 members 
Mstep: Class 2 contains 219195 members 
Entering Unmasked Estep 
Score: -54533288.000000 Penalty: 15517.048828
	Iteration 34Q: 3 clusters Score -5.453329e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95445 members 
Mstep: Class 2 contains 221657 members 
Entering Unmasked Estep 
Score: -54533900.000000 Penalty: 15517.048828
	Iteration 35Q: 3 clusters Score -5.45339e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92935 members 
Mstep: Class 2 contains 224167 members 
Entering Unmasked Estep 
Score: -54534312.000000 Penalty: 15517.048828
	Iteration 36Q: 3 clusters Score -5.453431e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90390 members 
Mstep: Class 2 contains 226712 members 
Entering Unmasked Estep 
Score: -54534548.000000 Penalty: 15517.048828
	Iteration 37Q: 3 clusters Score -5.453455e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87814 members 
Mstep: Class 2 contains 229288 members 
Entering Unmasked Estep 
Score: -54535136.000000 Penalty: 15517.048828
	Iteration 38Q: 3 clusters Score -5.453514e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85175 members 
Mstep: Class 2 contains 231927 members 
Entering Unmasked Estep 
Score: -54535732.000000 Penalty: 15517.048828
	Iteration 39Q: 3 clusters Score -5.453573e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82407 members 
Mstep: Class 2 contains 234695 members 
Entering Unmasked Estep 
Score: -54536320.000000 Penalty: 15517.048828
	Iteration 40F: 3 clusters Score -5.453632e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79452 members 
Mstep: Class 2 contains 237650 members 
Entering Unmasked Estep 
Score: -54537024.000000 Penalty: 15517.048828
	Iteration 41Q: 3 clusters Score -5.453702e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76447 members 
Mstep: Class 2 contains 240655 members 
Entering Unmasked Estep 
Score: -54537468.000000 Penalty: 15517.048828
	Iteration 42Q: 3 clusters Score -5.453747e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73432 members 
Mstep: Class 2 contains 243670 members 
Entering Unmasked Estep 
Score: -54537920.000000 Penalty: 15517.048828
	Iteration 43Q: 3 clusters Score -5.453792e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70405 members 
Mstep: Class 2 contains 246697 members 
Entering Unmasked Estep 
Score: -54538716.000000 Penalty: 15517.048828
	Iteration 44Q: 3 clusters Score -5.453872e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67389 members 
Mstep: Class 2 contains 249713 members 
Entering Unmasked Estep 
Score: -54539524.000000 Penalty: 15517.048828
	Iteration 45Q: 3 clusters Score -5.453952e+07 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64285 members 
Mstep: Class 2 contains 252817 members 
Entering Unmasked Estep 
Score: -54540504.000000 Penalty: 15517.048828
	Iteration 46Q: 3 clusters Score -5.45405e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61165 members 
Mstep: Class 2 contains 255937 members 
Entering Unmasked Estep 
Score: -54541176.000000 Penalty: 15517.048828
	Iteration 47Q: 3 clusters Score -5.454118e+07 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58002 members 
Mstep: Class 2 contains 259100 members 
Entering Unmasked Estep 
Score: -54541912.000000 Penalty: 15517.048828
	Iteration 48Q: 3 clusters Score -5.454191e+07 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54848 members 
Mstep: Class 2 contains 262254 members 
Entering Unmasked Estep 
Score: -54542980.000000 Penalty: 15517.048828
	Iteration 49Q: 3 clusters Score -5.454298e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51754 members 
Mstep: Class 2 contains 265348 members 
Entering Unmasked Estep 
Score: -54543812.000000 Penalty: 15517.048828
	Iteration 50Q: 3 clusters Score -5.454381e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48663 members 
Mstep: Class 2 contains 268439 members 
Entering Unmasked Estep 
Score: -54544736.000000 Penalty: 15517.048828
	Iteration 51Q: 3 clusters Score -5.454474e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45694 members 
Mstep: Class 2 contains 271408 members 
Entering Unmasked Estep 
Score: -54545884.000000 Penalty: 15517.048828
	Iteration 52Q: 3 clusters Score -5.454588e+07 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42792 members 
Mstep: Class 2 contains 274310 members 
Entering Unmasked Estep 
Score: -54546792.000000 Penalty: 15517.048828
	Iteration 53Q: 3 clusters Score -5.454679e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39951 members 
Mstep: Class 2 contains 277151 members 
Entering Unmasked Estep 
Score: -54547720.000000 Penalty: 15517.048828
	Iteration 54Q: 3 clusters Score -5.454772e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37238 members 
Mstep: Class 2 contains 279864 members 
Entering Unmasked Estep 
Score: -54548424.000000 Penalty: 15517.048828
	Iteration 55Q: 3 clusters Score -5.454842e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34612 members 
Mstep: Class 2 contains 282490 members 
Entering Unmasked Estep 
Score: -54549360.000000 Penalty: 15517.048828
	Iteration 56Q: 3 clusters Score -5.454936e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32096 members 
Mstep: Class 2 contains 285006 members 
Entering Unmasked Estep 
Score: -54550464.000000 Penalty: 15517.048828
	Iteration 57Q: 3 clusters Score -5.455046e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29744 members 
Mstep: Class 2 contains 287358 members 
Entering Unmasked Estep 
Score: -54551340.000000 Penalty: 15517.048828
	Iteration 58Q: 3 clusters Score -5.455134e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27554 members 
Mstep: Class 2 contains 289548 members 
Entering Unmasked Estep 
Score: -54551900.000000 Penalty: 15517.048828
	Iteration 59Q: 3 clusters Score -5.45519e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25498 members 
Mstep: Class 2 contains 291604 members 
Entering Unmasked Estep 
Score: -54552864.000000 Penalty: 15517.048828
	Iteration 60F: 3 clusters Score -5.455286e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 293459 members 
Entering Unmasked Estep 
Score: -54553628.000000 Penalty: 15517.048828
	Iteration 61Q: 3 clusters Score -5.455363e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 295141 members 
Entering Unmasked Estep 
Score: -54554272.000000 Penalty: 15517.048828
	Iteration 62Q: 3 clusters Score -5.455427e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 296670 members 
Entering Unmasked Estep 
Score: -54554964.000000 Penalty: 15517.048828
	Iteration 63Q: 3 clusters Score -5.455496e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 298084 members 
Entering Unmasked Estep 
Score: -54555448.000000 Penalty: 15517.048828
	Iteration 64Q: 3 clusters Score -5.455545e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 299364 members 
Entering Unmasked Estep 
Score: -54555804.000000 Penalty: 15517.048828
	Iteration 65Q: 3 clusters Score -5.45558e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 300519 members 
Entering Unmasked Estep 
Score: -54556064.000000 Penalty: 15517.048828
	Iteration 66Q: 3 clusters Score -5.455606e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 301508 members 
Entering Unmasked Estep 
Score: -54556428.000000 Penalty: 15517.048828
	Iteration 67Q: 3 clusters Score -5.455643e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 302390 members 
Entering Unmasked Estep 
Score: -54556884.000000 Penalty: 15517.048828
	Iteration 68Q: 3 clusters Score -5.455688e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 303186 members 
Entering Unmasked Estep 
Score: -54557176.000000 Penalty: 15517.048828
	Iteration 69Q: 3 clusters Score -5.455718e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 303907 members 
Entering Unmasked Estep 
Score: -54557500.000000 Penalty: 15517.048828
	Iteration 70Q: 3 clusters Score -5.45575e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 304568 members 
Entering Unmasked Estep 
Score: -54557736.000000 Penalty: 15517.048828
	Iteration 71Q: 3 clusters Score -5.455774e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 305189 members 
Entering Unmasked Estep 
Score: -54557988.000000 Penalty: 15517.048828
	Iteration 72Q: 3 clusters Score -5.455799e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 305748 members 
Entering Unmasked Estep 
Score: -54558112.000000 Penalty: 15517.048828
	Iteration 73Q: 3 clusters Score -5.455811e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 306228 members 
Entering Unmasked Estep 
Score: -54558324.000000 Penalty: 15517.048828
	Iteration 74Q: 3 clusters Score -5.455832e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 306636 members 
Entering Unmasked Estep 
Score: -54558524.000000 Penalty: 15517.048828
	Iteration 75Q: 3 clusters Score -5.455852e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 307020 members 
Entering Unmasked Estep 
Score: -54558576.000000 Penalty: 15517.048828
	Iteration 76Q: 3 clusters Score -5.455858e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 307350 members 
Entering Unmasked Estep 
Score: -54558704.000000 Penalty: 15517.048828
	Iteration 77Q: 3 clusters Score -5.45587e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 307660 members 
Entering Unmasked Estep 
Score: -54558724.000000 Penalty: 15517.048828
	Iteration 78Q: 3 clusters Score -5.455872e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 307953 members 
Entering Unmasked Estep 
Score: -54558856.000000 Penalty: 15517.048828
	Iteration 79Q: 3 clusters Score -5.455886e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 308245 members 
Entering Unmasked Estep 
Score: -54558964.000000 Penalty: 15517.048828
	Iteration 80F: 3 clusters Score -5.455896e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 308498 members 
Entering Unmasked Estep 
Score: -54559060.000000 Penalty: 15517.048828
	Iteration 81Q: 3 clusters Score -5.455906e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 308735 members 
Entering Unmasked Estep 
Score: -54559120.000000 Penalty: 15517.048828
	Iteration 82Q: 3 clusters Score -5.455912e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 308945 members 
Entering Unmasked Estep 
Score: -54559280.000000 Penalty: 15517.048828
	Iteration 83Q: 3 clusters Score -5.455928e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 309150 members 
Entering Unmasked Estep 
Score: -54559388.000000 Penalty: 15517.048828
	Iteration 84Q: 3 clusters Score -5.455939e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 309355 members 
Entering Unmasked Estep 
Score: -54559488.000000 Penalty: 15517.048828
	Iteration 85Q: 3 clusters Score -5.455949e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 309535 members 
Entering Unmasked Estep 
Score: -54559504.000000 Penalty: 15517.048828
	Iteration 86Q: 3 clusters Score -5.45595e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 309698 members 
Entering Unmasked Estep 
Score: -54559592.000000 Penalty: 15517.048828
	Iteration 87Q: 3 clusters Score -5.455959e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 309863 members 
Entering Unmasked Estep 
Score: -54559680.000000 Penalty: 15517.048828
	Iteration 88Q: 3 clusters Score -5.455968e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 310021 members 
Entering Unmasked Estep 
Score: -54559756.000000 Penalty: 15517.048828
	Iteration 89Q: 3 clusters Score -5.455976e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 310148 members 
Entering Unmasked Estep 
Score: -54559844.000000 Penalty: 15517.048828
	Iteration 90Q: 3 clusters Score -5.455984e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 310250 members 
Entering Unmasked Estep 
Score: -54559936.000000 Penalty: 15517.048828
	Iteration 91Q: 3 clusters Score -5.455994e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 310355 members 
Entering Unmasked Estep 
Score: -54560008.000000 Penalty: 15517.048828
	Iteration 92Q: 3 clusters Score -5.456001e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 310467 members 
Entering Unmasked Estep 
Score: -54560068.000000 Penalty: 15517.048828
	Iteration 93Q: 3 clusters Score -5.456007e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 310536 members 
Entering Unmasked Estep 
Score: -54560048.000000 Penalty: 15517.048828
	Iteration 94Q: 3 clusters Score -5.456005e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 310611 members 
Entering Unmasked Estep 
Score: -54560112.000000 Penalty: 15517.048828
	Iteration 95Q: 3 clusters Score -5.456011e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 310673 members 
Entering Unmasked Estep 
Score: -54560116.000000 Penalty: 15517.048828
	Iteration 96Q: 3 clusters Score -5.456012e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 310730 members 
Entering Unmasked Estep 
Score: -54560200.000000 Penalty: 15517.048828
	Iteration 97Q: 3 clusters Score -5.45602e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 310780 members 
Entering Unmasked Estep 
Score: -54560212.000000 Penalty: 15517.048828
	Iteration 98Q: 3 clusters Score -5.456021e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 310824 members 
Entering Unmasked Estep 
Score: -54560192.000000 Penalty: 15517.048828
	Iteration 99Q: 3 clusters Score -5.456019e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 310845 members 
Entering Unmasked Estep 
Score: -54560200.000000 Penalty: 15517.048828
	Iteration 100F: 3 clusters Score -5.45602e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 310868 members 
Entering Unmasked Estep 
Score: -54560208.000000 Penalty: 15517.048828
	Iteration 101Q: 3 clusters Score -5.456021e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 310893 members 
Entering Unmasked Estep 
Score: -54560224.000000 Penalty: 15517.048828
	Iteration 102Q: 3 clusters Score -5.456022e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 310917 members 
Entering Unmasked Estep 
Score: -54560236.000000 Penalty: 15517.048828
	Iteration 103Q: 3 clusters Score -5.456024e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 310938 members 
Entering Unmasked Estep 
Score: -54560304.000000 Penalty: 15517.048828
	Iteration 104Q: 3 clusters Score -5.45603e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 310961 members 
Entering Unmasked Estep 
Score: -54560288.000000 Penalty: 15517.048828
	Iteration 105Q: 3 clusters Score -5.456029e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 310974 members 
Entering Unmasked Estep 
Score: -54560300.000000 Penalty: 15517.048828
	Iteration 106Q: 3 clusters Score -5.45603e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 310984 members 
Entering Unmasked Estep 
Score: -54560296.000000 Penalty: 15517.048828
	Iteration 107Q: 3 clusters Score -5.45603e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 310988 members 
Entering Unmasked Estep 
Score: -54560292.000000 Penalty: 15517.048828
	Iteration 108Q: 3 clusters Score -5.456029e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 310997 members 
Entering Unmasked Estep 
Score: -54560256.000000 Penalty: 15517.048828
	Iteration 109Q: 3 clusters Score -5.456026e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 311008 members 
Entering Unmasked Estep 
Score: -54560264.000000 Penalty: 15517.048828
	Iteration 110Q: 3 clusters Score -5.456026e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 311010 members 
Entering Unmasked Estep 
Score: -54560260.000000 Penalty: 15517.048828
	Iteration 111Q: 3 clusters Score -5.456026e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 311017 members 
Entering Unmasked Estep 
Score: -54560276.000000 Penalty: 15517.048828
	Iteration 112Q: 3 clusters Score -5.456028e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 311019 members 
Entering Unmasked Estep 
Score: -54560268.000000 Penalty: 15517.048828
	Iteration 113Q: 3 clusters Score -5.456027e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 311021 members 
Entering Unmasked Estep 
Score: -54560284.000000 Penalty: 15517.048828
	Iteration 114Q: 3 clusters Score -5.456028e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 311023 members 
Entering Unmasked Estep 
Score: -54560260.000000 Penalty: 15517.048828
	Iteration 115Q: 3 clusters Score -5.456026e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 311025 members 
Entering Unmasked Estep 
Score: -54560284.000000 Penalty: 15517.048828
	Iteration 116Q: 3 clusters Score -5.456028e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 311030 members 
Entering Unmasked Estep 
Score: -54560260.000000 Penalty: 15517.048828
	Iteration 117Q: 3 clusters Score -5.456026e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 311033 members 
Entering Unmasked Estep 
Score: -54560304.000000 Penalty: 15517.048828
	Iteration 118Q: 3 clusters Score -5.45603e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 311039 members 
Entering Unmasked Estep 
Score: -54560316.000000 Penalty: 15517.048828
	Iteration 119Q: 3 clusters Score -5.456032e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 311044 members 
Entering Unmasked Estep 
Score: -54560352.000000 Penalty: 15517.048828
	Iteration 120F: 3 clusters Score -5.456035e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 311052 members 
Entering Unmasked Estep 
Score: -54560348.000000 Penalty: 15517.048828
	Iteration 121Q: 3 clusters Score -5.456035e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 311054 members 
Entering Unmasked Estep 
Score: -54560344.000000 Penalty: 15517.048828
	Iteration 122Q: 3 clusters Score -5.456034e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 311058 members 
Entering Unmasked Estep 
Score: -54560352.000000 Penalty: 15517.048828
	Iteration 123Q: 3 clusters Score -5.456035e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 311058 members 
Entering Unmasked Estep 
Score: -54560344.000000 Penalty: 15517.048828
	Iteration 124Q: 3 clusters Score -5.456034e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 311061 members 
Entering Unmasked Estep 
Score: -54560320.000000 Penalty: 15517.048828
	Iteration 125Q: 3 clusters Score -5.456032e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 311065 members 
Entering Unmasked Estep 
Score: -54560300.000000 Penalty: 15517.048828
	Iteration 126Q: 3 clusters Score -5.45603e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 311069 members 
Entering Unmasked Estep 
Score: -54560296.000000 Penalty: 15517.048828
	Iteration 127Q: 3 clusters Score -5.45603e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 311072 members 
Entering Unmasked Estep 
Score: -54560296.000000 Penalty: 15517.048828
	Iteration 128Q: 3 clusters Score -5.45603e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 311075 members 
Entering Unmasked Estep 
Score: -54560312.000000 Penalty: 15517.048828
	Iteration 129Q: 3 clusters Score -5.456031e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 311077 members 
Entering Unmasked Estep 
Score: -54560308.000000 Penalty: 15517.048828
	Iteration 130Q: 3 clusters Score -5.456031e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 311076 members 
Entering Unmasked Estep 
Score: -54560328.000000 Penalty: 15517.048828
	Iteration 131Q: 3 clusters Score -5.456033e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 311076 members 
Entering Unmasked Estep 
Score: -54560328.000000 Penalty: 15517.048828
	Iteration 132F: 3 clusters Score -5.456033e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Entering Unmasked Estep 
Score: -390942.718750 Penalty: 4776.846680
	Iteration 0F: 2 clusters Score -390942.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -385575.750000 Penalty: 9553.693359
	Iteration 0F: 3 clusters Score -385575.8 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -386265.218750 Penalty: 9553.693359
	Iteration 1F: 3 clusters Score -386265.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -386523.593750 Penalty: 9553.693359
	Iteration 2F: 3 clusters Score -386523.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -386762.781250 Penalty: 9553.693359
	Iteration 3Q: 3 clusters Score -386762.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -386967.500000 Penalty: 9553.693359
	Iteration 4Q: 3 clusters Score -386967.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -387135.781250 Penalty: 9553.693359
	Iteration 5Q: 3 clusters Score -387135.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -387250.906250 Penalty: 9553.693359
	Iteration 6Q: 3 clusters Score -387250.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -387346.781250 Penalty: 9553.693359
	Iteration 7Q: 3 clusters Score -387346.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -387422.125000 Penalty: 9553.693359
	Iteration 8Q: 3 clusters Score -387422.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -387529.500000 Penalty: 9553.693359
	Iteration 9Q: 3 clusters Score -387529.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -387675.875000 Penalty: 9553.693359
	Iteration 10Q: 3 clusters Score -387675.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -387828.718750 Penalty: 9553.693359
	Iteration 11Q: 3 clusters Score -387828.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -387977.093750 Penalty: 9553.693359
	Iteration 12Q: 3 clusters Score -387977.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -388122.906250 Penalty: 9553.693359
	Iteration 13Q: 3 clusters Score -388122.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -388294.531250 Penalty: 9553.693359
	Iteration 14Q: 3 clusters Score -388294.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -388513.562500 Penalty: 9553.693359
	Iteration 15Q: 3 clusters Score -388513.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -388694.968750 Penalty: 9553.693359
	Iteration 16Q: 3 clusters Score -388695 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -388836.000000 Penalty: 9553.693359
	Iteration 17Q: 3 clusters Score -388836 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -388960.562500 Penalty: 9553.693359
	Iteration 18Q: 3 clusters Score -388960.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -389108.437500 Penalty: 9553.693359
	Iteration 19Q: 3 clusters Score -389108.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -389197.656250 Penalty: 9553.693359
	Iteration 20F: 3 clusters Score -389197.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -389289.625000 Penalty: 9553.693359
	Iteration 21Q: 3 clusters Score -389289.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -389350.562500 Penalty: 9553.693359
	Iteration 22Q: 3 clusters Score -389350.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -389379.125000 Penalty: 9553.693359
	Iteration 23Q: 3 clusters Score -389379.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -389406.312500 Penalty: 9553.693359
	Iteration 24Q: 3 clusters Score -389406.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -389423.500000 Penalty: 9553.693359
	Iteration 25Q: 3 clusters Score -389423.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -389428.843750 Penalty: 9553.693359
	Iteration 26Q: 3 clusters Score -389428.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -389430.625000 Penalty: 9553.693359
	Iteration 27Q: 3 clusters Score -389430.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -389430.625000 Penalty: 9553.693359
	Iteration 28F: 3 clusters Score -389430.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Entering Unmasked Estep 
Score: -261679.484375 Penalty: 4574.813965
	Iteration 0F: 2 clusters Score -261679.5 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 871 members 
Entering Unmasked Estep 
Score: -257006.640625 Penalty: 9149.627930
	Iteration 0F: 3 clusters Score -257006.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -258040.500000 Penalty: 9149.627930
	Iteration 1F: 3 clusters Score -258040.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -258512.109375 Penalty: 9149.627930
	Iteration 2F: 3 clusters Score -258512.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -258777.281250 Penalty: 9149.627930
	Iteration 3F: 3 clusters Score -258777.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -259003.375000 Penalty: 9149.627930
	Iteration 4Q: 3 clusters Score -259003.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -259281.921875 Penalty: 9149.627930
	Iteration 5Q: 3 clusters Score -259281.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -259643.109375 Penalty: 9149.627930
	Iteration 6Q: 3 clusters Score -259643.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -260093.421875 Penalty: 9149.627930
	Iteration 7Q: 3 clusters Score -260093.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -260626.031250 Penalty: 9149.627930
	Iteration 8Q: 3 clusters Score -260626 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -261158.562500 Penalty: 9149.627930
	Iteration 9F: 3 clusters Score -261158.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -261830.437500 Penalty: 9149.627930
	Iteration 10F: 3 clusters Score -261830.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -263019.562500 Penalty: 9149.627930
	Iteration 11F: 3 clusters Score -263019.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -264282.218750 Penalty: 9149.627930
	Iteration 12F: 3 clusters Score -264282.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -266173.875000 Penalty: 9149.627930
	Iteration 13Q: 3 clusters Score -266173.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -266717.218750 Penalty: 9149.627930
	Iteration 14Q: 3 clusters Score -266717.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -266788.375000 Penalty: 9149.627930
	Iteration 15Q: 3 clusters Score -266788.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -266852.187500 Penalty: 9149.627930
	Iteration 16Q: 3 clusters Score -266852.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -266909.187500 Penalty: 9149.627930
	Iteration 17Q: 3 clusters Score -266909.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -266996.625000 Penalty: 9149.627930
	Iteration 18Q: 3 clusters Score -266996.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -267021.437500 Penalty: 9149.627930
	Iteration 19F: 3 clusters Score -267021.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -267284.468750 Penalty: 9149.627930
	Iteration 20F: 3 clusters Score -267284.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -268755.468750 Penalty: 9149.627930
	Iteration 21Q: 3 clusters Score -268755.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -268755.468750 Penalty: 9149.627930
	Iteration 22F: 3 clusters Score -268755.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 95909 members 
Mstep: Class 3 contains 47070 members 
Mstep: Class 4 contains 1655 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55108 members 
Mstep: Class 7 contains 317102 members 
Mstep: Class 8 contains 2438 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 944 members 
Mstep: Class 11 contains 130654 members 
Mstep: Class 12 contains 10914 members 
Mstep: Class 13 contains 2838 members 
Mstep: Class 14 contains 39325 members 
Mstep: Class 15 contains 30864 members 
Mstep: Class 16 contains 69154 members 
Mstep: Class 17 contains 437 members 
Mstep: Class 18 contains 724 members 
Mstep: Class 20 contains 543930 members 
Entering Unmasked Estep 
Score: -233306976.000000 Penalty: 164477.890625
Splitting cluster 9 changes total score from -233301584.000000 to -233306976.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 10 (944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Entering Unmasked Estep 
Score: -147535.031250 Penalty: 4195.702148
	Iteration 0F: 2 clusters Score -147535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -143672.640625 Penalty: 8391.404297
	Iteration 0F: 3 clusters Score -143672.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -143994.343750 Penalty: 8391.404297
	Iteration 1F: 3 clusters Score -143994.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -144054.375000 Penalty: 8391.404297
	Iteration 2Q: 3 clusters Score -144054.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -144082.343750 Penalty: 8391.404297
	Iteration 3Q: 3 clusters Score -144082.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -144094.828125 Penalty: 8391.404297
	Iteration 4Q: 3 clusters Score -144094.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -144106.921875 Penalty: 8391.404297
	Iteration 5Q: 3 clusters Score -144106.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -144115.750000 Penalty: 8391.404297
	Iteration 6Q: 3 clusters Score -144115.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -144126.265625 Penalty: 8391.404297
	Iteration 7Q: 3 clusters Score -144126.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -144130.453125 Penalty: 8391.404297
	Iteration 8Q: 3 clusters Score -144130.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -144132.375000 Penalty: 8391.404297
	Iteration 9Q: 3 clusters Score -144132.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -144132.375000 Penalty: 8391.404297
	Iteration 10F: 3 clusters Score -144132.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (130654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130654 members 
Entering Unmasked Estep 
Score: -22557816.000000 Penalty: 7215.438477
	Iteration 0F: 2 clusters Score -2.255782e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65287 members 
Mstep: Class 2 contains 65367 members 
Entering Unmasked Estep 
Score: -22469560.000000 Penalty: 14430.876953
	Iteration 0F: 3 clusters Score -2.246956e+07 nChanged 60421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64974 members 
Mstep: Class 2 contains 65680 members 
Entering Unmasked Estep 
Score: -22502816.000000 Penalty: 14430.876953
	Iteration 1F: 3 clusters Score -2.250282e+07 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64720 members 
Mstep: Class 2 contains 65934 members 
Entering Unmasked Estep 
Score: -22503944.000000 Penalty: 14430.876953
	Iteration 2Q: 3 clusters Score -2.250394e+07 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64354 members 
Mstep: Class 2 contains 66300 members 
Entering Unmasked Estep 
Score: -22505100.000000 Penalty: 14430.876953
	Iteration 3Q: 3 clusters Score -2.25051e+07 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63869 members 
Mstep: Class 2 contains 66785 members 
Entering Unmasked Estep 
Score: -22506070.000000 Penalty: 14430.876953
	Iteration 4Q: 3 clusters Score -2.250607e+07 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63206 members 
Mstep: Class 2 contains 67448 members 
Entering Unmasked Estep 
Score: -22506956.000000 Penalty: 14430.876953
	Iteration 5Q: 3 clusters Score -2.250696e+07 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62213 members 
Mstep: Class 2 contains 68441 members 
Entering Unmasked Estep 
Score: -22507786.000000 Penalty: 14430.876953
	Iteration 6Q: 3 clusters Score -2.250779e+07 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60758 members 
Mstep: Class 2 contains 69896 members 
Entering Unmasked Estep 
Score: -22508940.000000 Penalty: 14430.876953
	Iteration 7Q: 3 clusters Score -2.250894e+07 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58634 members 
Mstep: Class 2 contains 72020 members 
Entering Unmasked Estep 
Score: -22510420.000000 Penalty: 14430.876953
	Iteration 8Q: 3 clusters Score -2.251042e+07 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55422 members 
Mstep: Class 2 contains 75232 members 
Entering Unmasked Estep 
Score: -22512504.000000 Penalty: 14430.876953
	Iteration 9Q: 3 clusters Score -2.25125e+07 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50962 members 
Mstep: Class 2 contains 79692 members 
Entering Unmasked Estep 
Score: -22515688.000000 Penalty: 14430.876953
	Iteration 10Q: 3 clusters Score -2.251569e+07 nChanged 7480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45004 members 
Mstep: Class 2 contains 85650 members 
Entering Unmasked Estep 
Score: -22520214.000000 Penalty: 14430.876953
	Iteration 11F: 3 clusters Score -2.252021e+07 nChanged 8269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38001 members 
Mstep: Class 2 contains 92653 members 
Entering Unmasked Estep 
Score: -22525846.000000 Penalty: 14430.876953
	Iteration 12F: 3 clusters Score -2.252585e+07 nChanged 8182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30811 members 
Mstep: Class 2 contains 99843 members 
Entering Unmasked Estep 
Score: -22532282.000000 Penalty: 14430.876953
	Iteration 13F: 3 clusters Score -2.253228e+07 nChanged 7024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 106015 members 
Entering Unmasked Estep 
Score: -22538154.000000 Penalty: 14430.876953
	Iteration 14F: 3 clusters Score -2.253815e+07 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 110515 members 
Entering Unmasked Estep 
Score: -22542492.000000 Penalty: 14430.876953
	Iteration 15Q: 3 clusters Score -2.254249e+07 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 113671 members 
Entering Unmasked Estep 
Score: -22545304.000000 Penalty: 14430.876953
	Iteration 16Q: 3 clusters Score -2.25453e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 115833 members 
Entering Unmasked Estep 
Score: -22546898.000000 Penalty: 14430.876953
	Iteration 17Q: 3 clusters Score -2.25469e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 117504 members 
Entering Unmasked Estep 
Score: -22547970.000000 Penalty: 14430.876953
	Iteration 18Q: 3 clusters Score -2.254797e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 118852 members 
Entering Unmasked Estep 
Score: -22548824.000000 Penalty: 14430.876953
	Iteration 19Q: 3 clusters Score -2.254882e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 120043 members 
Entering Unmasked Estep 
Score: -22549452.000000 Penalty: 14430.876953
	Iteration 20F: 3 clusters Score -2.254945e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 121014 members 
Entering Unmasked Estep 
Score: -22549934.000000 Penalty: 14430.876953
	Iteration 21Q: 3 clusters Score -2.254993e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 121823 members 
Entering Unmasked Estep 
Score: -22550338.000000 Penalty: 14430.876953
	Iteration 22Q: 3 clusters Score -2.255034e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 122483 members 
Entering Unmasked Estep 
Score: -22550660.000000 Penalty: 14430.876953
	Iteration 23Q: 3 clusters Score -2.255066e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 123046 members 
Entering Unmasked Estep 
Score: -22550922.000000 Penalty: 14430.876953
	Iteration 24Q: 3 clusters Score -2.255092e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 123511 members 
Entering Unmasked Estep 
Score: -22550982.000000 Penalty: 14430.876953
	Iteration 25Q: 3 clusters Score -2.255098e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 123922 members 
Entering Unmasked Estep 
Score: -22551160.000000 Penalty: 14430.876953
	Iteration 26Q: 3 clusters Score -2.255116e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 124286 members 
Entering Unmasked Estep 
Score: -22551142.000000 Penalty: 14430.876953
	Iteration 27Q: 3 clusters Score -2.255114e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 124592 members 
Entering Unmasked Estep 
Score: -22551276.000000 Penalty: 14430.876953
	Iteration 28Q: 3 clusters Score -2.255128e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 124857 members 
Entering Unmasked Estep 
Score: -22551454.000000 Penalty: 14430.876953
	Iteration 29Q: 3 clusters Score -2.255145e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 125092 members 
Entering Unmasked Estep 
Score: -22551500.000000 Penalty: 14430.876953
	Iteration 30Q: 3 clusters Score -2.25515e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 125276 members 
Entering Unmasked Estep 
Score: -22551574.000000 Penalty: 14430.876953
	Iteration 31Q: 3 clusters Score -2.255157e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 125441 members 
Entering Unmasked Estep 
Score: -22551620.000000 Penalty: 14430.876953
	Iteration 32Q: 3 clusters Score -2.255162e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 125568 members 
Entering Unmasked Estep 
Score: -22551684.000000 Penalty: 14430.876953
	Iteration 33Q: 3 clusters Score -2.255168e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 125675 members 
Entering Unmasked Estep 
Score: -22551660.000000 Penalty: 14430.876953
	Iteration 34Q: 3 clusters Score -2.255166e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 125776 members 
Entering Unmasked Estep 
Score: -22551666.000000 Penalty: 14430.876953
	Iteration 35Q: 3 clusters Score -2.255167e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 125873 members 
Entering Unmasked Estep 
Score: -22551660.000000 Penalty: 14430.876953
	Iteration 36Q: 3 clusters Score -2.255166e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 125950 members 
Entering Unmasked Estep 
Score: -22551664.000000 Penalty: 14430.876953
	Iteration 37Q: 3 clusters Score -2.255166e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 126022 members 
Entering Unmasked Estep 
Score: -22551690.000000 Penalty: 14430.876953
	Iteration 38Q: 3 clusters Score -2.255169e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 126079 members 
Entering Unmasked Estep 
Score: -22551692.000000 Penalty: 14430.876953
	Iteration 39Q: 3 clusters Score -2.255169e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 126128 members 
Entering Unmasked Estep 
Score: -22551706.000000 Penalty: 14430.876953
	Iteration 40F: 3 clusters Score -2.255171e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 126174 members 
Entering Unmasked Estep 
Score: -22551718.000000 Penalty: 14430.876953
	Iteration 41Q: 3 clusters Score -2.255172e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 126215 members 
Entering Unmasked Estep 
Score: -22551698.000000 Penalty: 14430.876953
	Iteration 42Q: 3 clusters Score -2.25517e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 126253 members 
Entering Unmasked Estep 
Score: -22551672.000000 Penalty: 14430.876953
	Iteration 43Q: 3 clusters Score -2.255167e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 126292 members 
Entering Unmasked Estep 
Score: -22551702.000000 Penalty: 14430.876953
	Iteration 44Q: 3 clusters Score -2.25517e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 126332 members 
Entering Unmasked Estep 
Score: -22551698.000000 Penalty: 14430.876953
	Iteration 45Q: 3 clusters Score -2.25517e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 126368 members 
Entering Unmasked Estep 
Score: -22551702.000000 Penalty: 14430.876953
	Iteration 46Q: 3 clusters Score -2.25517e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 126396 members 
Entering Unmasked Estep 
Score: -22551704.000000 Penalty: 14430.876953
	Iteration 47Q: 3 clusters Score -2.25517e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 126426 members 
Entering Unmasked Estep 
Score: -22551718.000000 Penalty: 14430.876953
	Iteration 48Q: 3 clusters Score -2.255172e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 126464 members 
Entering Unmasked Estep 
Score: -22551756.000000 Penalty: 14430.876953
	Iteration 49Q: 3 clusters Score -2.255176e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 126508 members 
Entering Unmasked Estep 
Score: -22551768.000000 Penalty: 14430.876953
	Iteration 50Q: 3 clusters Score -2.255177e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 126559 members 
Entering Unmasked Estep 
Score: -22551804.000000 Penalty: 14430.876953
	Iteration 51Q: 3 clusters Score -2.25518e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 126599 members 
Entering Unmasked Estep 
Score: -22551820.000000 Penalty: 14430.876953
	Iteration 52Q: 3 clusters Score -2.255182e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 126645 members 
Entering Unmasked Estep 
Score: -22551832.000000 Penalty: 14430.876953
	Iteration 53Q: 3 clusters Score -2.255183e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 126687 members 
Entering Unmasked Estep 
Score: -22551808.000000 Penalty: 14430.876953
	Iteration 54Q: 3 clusters Score -2.255181e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 126726 members 
Entering Unmasked Estep 
Score: -22551818.000000 Penalty: 14430.876953
	Iteration 55Q: 3 clusters Score -2.255182e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 126758 members 
Entering Unmasked Estep 
Score: -22551816.000000 Penalty: 14430.876953
	Iteration 56Q: 3 clusters Score -2.255182e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 126795 members 
Entering Unmasked Estep 
Score: -22551846.000000 Penalty: 14430.876953
	Iteration 57Q: 3 clusters Score -2.255185e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 126833 members 
Entering Unmasked Estep 
Score: -22551886.000000 Penalty: 14430.876953
	Iteration 58Q: 3 clusters Score -2.255189e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 126870 members 
Entering Unmasked Estep 
Score: -22551896.000000 Penalty: 14430.876953
	Iteration 59Q: 3 clusters Score -2.25519e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 126904 members 
Entering Unmasked Estep 
Score: -22551928.000000 Penalty: 14430.876953
	Iteration 60F: 3 clusters Score -2.255193e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 126934 members 
Entering Unmasked Estep 
Score: -22551954.000000 Penalty: 14430.876953
	Iteration 61Q: 3 clusters Score -2.255195e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 126962 members 
Entering Unmasked Estep 
Score: -22551942.000000 Penalty: 14430.876953
	Iteration 62Q: 3 clusters Score -2.255194e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 126978 members 
Entering Unmasked Estep 
Score: -22551960.000000 Penalty: 14430.876953
	Iteration 63Q: 3 clusters Score -2.255196e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 126996 members 
Entering Unmasked Estep 
Score: -22551984.000000 Penalty: 14430.876953
	Iteration 64Q: 3 clusters Score -2.255198e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 127006 members 
Entering Unmasked Estep 
Score: -22552000.000000 Penalty: 14430.876953
	Iteration 65Q: 3 clusters Score -2.2552e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 127012 members 
Entering Unmasked Estep 
Score: -22551996.000000 Penalty: 14430.876953
	Iteration 66Q: 3 clusters Score -2.2552e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 127015 members 
Entering Unmasked Estep 
Score: -22551982.000000 Penalty: 14430.876953
	Iteration 67Q: 3 clusters Score -2.255198e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 127018 members 
Entering Unmasked Estep 
Score: -22551982.000000 Penalty: 14430.876953
	Iteration 68Q: 3 clusters Score -2.255198e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 127020 members 
Entering Unmasked Estep 
Score: -22551968.000000 Penalty: 14430.876953
	Iteration 69Q: 3 clusters Score -2.255197e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 127022 members 
Entering Unmasked Estep 
Score: -22551982.000000 Penalty: 14430.876953
	Iteration 70Q: 3 clusters Score -2.255198e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 127024 members 
Entering Unmasked Estep 
Score: -22551978.000000 Penalty: 14430.876953
	Iteration 71Q: 3 clusters Score -2.255198e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 127026 members 
Entering Unmasked Estep 
Score: -22551978.000000 Penalty: 14430.876953
	Iteration 72Q: 3 clusters Score -2.255198e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 127030 members 
Entering Unmasked Estep 
Score: -22551956.000000 Penalty: 14430.876953
	Iteration 73Q: 3 clusters Score -2.255196e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 127033 members 
Entering Unmasked Estep 
Score: -22551964.000000 Penalty: 14430.876953
	Iteration 74Q: 3 clusters Score -2.255196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 127035 members 
Entering Unmasked Estep 
Score: -22551966.000000 Penalty: 14430.876953
	Iteration 75Q: 3 clusters Score -2.255197e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 127039 members 
Entering Unmasked Estep 
Score: -22551966.000000 Penalty: 14430.876953
	Iteration 76Q: 3 clusters Score -2.255197e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 127043 members 
Entering Unmasked Estep 
Score: -22551958.000000 Penalty: 14430.876953
	Iteration 77Q: 3 clusters Score -2.255196e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 127049 members 
Entering Unmasked Estep 
Score: -22551960.000000 Penalty: 14430.876953
	Iteration 78Q: 3 clusters Score -2.255196e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 127052 members 
Entering Unmasked Estep 
Score: -22551970.000000 Penalty: 14430.876953
	Iteration 79Q: 3 clusters Score -2.255197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 127053 members 
Entering Unmasked Estep 
Score: -22551976.000000 Penalty: 14430.876953
	Iteration 80F: 3 clusters Score -2.255198e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 127054 members 
Entering Unmasked Estep 
Score: -22551964.000000 Penalty: 14430.876953
	Iteration 81Q: 3 clusters Score -2.255196e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 127054 members 
Entering Unmasked Estep 
Score: -22551964.000000 Penalty: 14430.876953
	Iteration 82F: 3 clusters Score -2.255196e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Entering Unmasked Estep 
Score: -1802729.375000 Penalty: 5694.903809
	Iteration 0F: 2 clusters Score -1802729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1791928.000000 Penalty: 11389.807617
	Iteration 0F: 3 clusters Score -1791928 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1794403.375000 Penalty: 11389.807617
	Iteration 1F: 3 clusters Score -1794403 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1795109.500000 Penalty: 11389.807617
	Iteration 2F: 3 clusters Score -1795110 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1795732.625000 Penalty: 11389.807617
	Iteration 3F: 3 clusters Score -1795733 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1796222.875000 Penalty: 11389.807617
	Iteration 4F: 3 clusters Score -1796223 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1796680.750000 Penalty: 11389.807617
	Iteration 5F: 3 clusters Score -1796681 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1797052.625000 Penalty: 11389.807617
	Iteration 6Q: 3 clusters Score -1797053 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1797343.375000 Penalty: 11389.807617
	Iteration 7Q: 3 clusters Score -1797343 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1797570.500000 Penalty: 11389.807617
	Iteration 8Q: 3 clusters Score -1797570 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1797777.250000 Penalty: 11389.807617
	Iteration 9Q: 3 clusters Score -1797777 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1797938.625000 Penalty: 11389.807617
	Iteration 10Q: 3 clusters Score -1797939 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1798065.625000 Penalty: 11389.807617
	Iteration 11Q: 3 clusters Score -1798066 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1798161.500000 Penalty: 11389.807617
	Iteration 12Q: 3 clusters Score -1798162 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1798256.000000 Penalty: 11389.807617
	Iteration 13Q: 3 clusters Score -1798256 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1798311.875000 Penalty: 11389.807617
	Iteration 14Q: 3 clusters Score -1798312 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1798351.250000 Penalty: 11389.807617
	Iteration 15Q: 3 clusters Score -1798351 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1798379.000000 Penalty: 11389.807617
	Iteration 16Q: 3 clusters Score -1798379 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1798414.625000 Penalty: 11389.807617
	Iteration 17Q: 3 clusters Score -1798415 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1798432.750000 Penalty: 11389.807617
	Iteration 18Q: 3 clusters Score -1798433 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1798457.500000 Penalty: 11389.807617
	Iteration 19Q: 3 clusters Score -1798458 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1798475.125000 Penalty: 11389.807617
	Iteration 20F: 3 clusters Score -1798475 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1798491.625000 Penalty: 11389.807617
	Iteration 21Q: 3 clusters Score -1798492 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1798513.375000 Penalty: 11389.807617
	Iteration 22Q: 3 clusters Score -1798513 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1798531.375000 Penalty: 11389.807617
	Iteration 23Q: 3 clusters Score -1798531 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1798545.375000 Penalty: 11389.807617
	Iteration 24Q: 3 clusters Score -1798545 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1798563.125000 Penalty: 11389.807617
	Iteration 25Q: 3 clusters Score -1798563 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1798570.375000 Penalty: 11389.807617
	Iteration 26Q: 3 clusters Score -1798570 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1798584.750000 Penalty: 11389.807617
	Iteration 27Q: 3 clusters Score -1798585 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1798587.125000 Penalty: 11389.807617
	Iteration 28Q: 3 clusters Score -1798587 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1798596.500000 Penalty: 11389.807617
	Iteration 29Q: 3 clusters Score -1798596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1798592.500000 Penalty: 11389.807617
	Iteration 30Q: 3 clusters Score -1798592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1798594.125000 Penalty: 11389.807617
	Iteration 31Q: 3 clusters Score -1798594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1798599.750000 Penalty: 11389.807617
	Iteration 32Q: 3 clusters Score -1798600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1798597.875000 Penalty: 11389.807617
	Iteration 33Q: 3 clusters Score -1798598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1798604.875000 Penalty: 11389.807617
	Iteration 34Q: 3 clusters Score -1798605 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1798619.125000 Penalty: 11389.807617
	Iteration 35Q: 3 clusters Score -1798619 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1798618.500000 Penalty: 11389.807617
	Iteration 36Q: 3 clusters Score -1798618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1798620.750000 Penalty: 11389.807617
	Iteration 37Q: 3 clusters Score -1798621 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1798628.625000 Penalty: 11389.807617
	Iteration 38Q: 3 clusters Score -1798629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1798635.000000 Penalty: 11389.807617
	Iteration 39Q: 3 clusters Score -1798635 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1798638.875000 Penalty: 11389.807617
	Iteration 40F: 3 clusters Score -1798639 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1798645.625000 Penalty: 11389.807617
	Iteration 41Q: 3 clusters Score -1798646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1798651.250000 Penalty: 11389.807617
	Iteration 42Q: 3 clusters Score -1798651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1798654.875000 Penalty: 11389.807617
	Iteration 43Q: 3 clusters Score -1798655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1798655.500000 Penalty: 11389.807617
	Iteration 44Q: 3 clusters Score -1798656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1798657.375000 Penalty: 11389.807617
	Iteration 45Q: 3 clusters Score -1798657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1798658.500000 Penalty: 11389.807617
	Iteration 46Q: 3 clusters Score -1798658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1798658.125000 Penalty: 11389.807617
	Iteration 47Q: 3 clusters Score -1798658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1798654.250000 Penalty: 11389.807617
	Iteration 48Q: 3 clusters Score -1798654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1798652.500000 Penalty: 11389.807617
	Iteration 49Q: 3 clusters Score -1798652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1798652.875000 Penalty: 11389.807617
	Iteration 50Q: 3 clusters Score -1798653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1798654.625000 Penalty: 11389.807617
	Iteration 51Q: 3 clusters Score -1798655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1798659.250000 Penalty: 11389.807617
	Iteration 52Q: 3 clusters Score -1798659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1798661.750000 Penalty: 11389.807617
	Iteration 53Q: 3 clusters Score -1798662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1798664.000000 Penalty: 11389.807617
	Iteration 54Q: 3 clusters Score -1798664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1798666.875000 Penalty: 11389.807617
	Iteration 55Q: 3 clusters Score -1798667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1798668.500000 Penalty: 11389.807617
	Iteration 56Q: 3 clusters Score -1798668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1798671.875000 Penalty: 11389.807617
	Iteration 57Q: 3 clusters Score -1798672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1798674.875000 Penalty: 11389.807617
	Iteration 58Q: 3 clusters Score -1798675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1798676.625000 Penalty: 11389.807617
	Iteration 59Q: 3 clusters Score -1798677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1798677.750000 Penalty: 11389.807617
	Iteration 60F: 3 clusters Score -1798678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1798677.125000 Penalty: 11389.807617
	Iteration 61Q: 3 clusters Score -1798677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1798677.375000 Penalty: 11389.807617
	Iteration 62Q: 3 clusters Score -1798677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1798677.375000 Penalty: 11389.807617
	Iteration 63F: 3 clusters Score -1798677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Entering Unmasked Estep 
Score: -460745.406250 Penalty: 4869.898438
	Iteration 0F: 2 clusters Score -460745.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -455156.031250 Penalty: 9739.796875
	Iteration 0F: 3 clusters Score -455156 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -456074.500000 Penalty: 9739.796875
	Iteration 1F: 3 clusters Score -456074.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -456611.468750 Penalty: 9739.796875
	Iteration 2F: 3 clusters Score -456611.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -457024.281250 Penalty: 9739.796875
	Iteration 3F: 3 clusters Score -457024.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -457265.593750 Penalty: 9739.796875
	Iteration 4Q: 3 clusters Score -457265.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -457440.250000 Penalty: 9739.796875
	Iteration 5Q: 3 clusters Score -457440.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -457594.125000 Penalty: 9739.796875
	Iteration 6Q: 3 clusters Score -457594.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -457695.750000 Penalty: 9739.796875
	Iteration 7Q: 3 clusters Score -457695.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -457770.250000 Penalty: 9739.796875
	Iteration 8Q: 3 clusters Score -457770.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -457840.843750 Penalty: 9739.796875
	Iteration 9Q: 3 clusters Score -457840.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -457904.468750 Penalty: 9739.796875
	Iteration 10Q: 3 clusters Score -457904.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -457963.250000 Penalty: 9739.796875
	Iteration 11Q: 3 clusters Score -457963.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -458019.218750 Penalty: 9739.796875
	Iteration 12Q: 3 clusters Score -458019.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -458073.781250 Penalty: 9739.796875
	Iteration 13Q: 3 clusters Score -458073.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -458160.968750 Penalty: 9739.796875
	Iteration 14Q: 3 clusters Score -458161 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -458288.343750 Penalty: 9739.796875
	Iteration 15Q: 3 clusters Score -458288.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -458439.187500 Penalty: 9739.796875
	Iteration 16Q: 3 clusters Score -458439.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -458640.656250 Penalty: 9739.796875
	Iteration 17Q: 3 clusters Score -458640.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -458952.375000 Penalty: 9739.796875
	Iteration 18Q: 3 clusters Score -458952.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -459399.437500 Penalty: 9739.796875
	Iteration 19Q: 3 clusters Score -459399.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -459869.000000 Penalty: 9739.796875
	Iteration 20F: 3 clusters Score -459869 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -460188.343750 Penalty: 9739.796875
	Iteration 21Q: 3 clusters Score -460188.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -460573.750000 Penalty: 9739.796875
	Iteration 22Q: 3 clusters Score -460573.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -461189.281250 Penalty: 9739.796875
	Iteration 23Q: 3 clusters Score -461189.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -461367.500000 Penalty: 9739.796875
	Iteration 24Q: 3 clusters Score -461367.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -461373.281250 Penalty: 9739.796875
	Iteration 25Q: 3 clusters Score -461373.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -461373.281250 Penalty: 9739.796875
	Iteration 26F: 3 clusters Score -461373.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 95909 members 
Mstep: Class 3 contains 47070 members 
Mstep: Class 4 contains 1655 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55108 members 
Mstep: Class 7 contains 317102 members 
Mstep: Class 8 contains 2438 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 944 members 
Mstep: Class 11 contains 130654 members 
Mstep: Class 12 contains 10914 members 
Mstep: Class 13 contains 1159 members 
Mstep: Class 14 contains 39325 members 
Mstep: Class 15 contains 30864 members 
Mstep: Class 16 contains 69154 members 
Mstep: Class 17 contains 437 members 
Mstep: Class 18 contains 724 members 
Mstep: Class 19 contains 1679 members 
Mstep: Class 20 contains 543930 members 
Entering Unmasked Estep 
Score: -233304176.000000 Penalty: 173134.625000
Splitting cluster 13 changes total score from -233301584.000000 to -233304176.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 14 (39325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39325 members 
Entering Unmasked Estep 
Score: -6605705.500000 Penalty: 6480.014648
	Iteration 0F: 2 clusters Score -6605706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -6577103.500000 Penalty: 12960.029297
	Iteration 0F: 3 clusters Score -6577104 nChanged 16831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -6586299.000000 Penalty: 12960.029297
	Iteration 1F: 3 clusters Score -6586299 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -6587777.000000 Penalty: 12960.029297
	Iteration 2F: 3 clusters Score -6587777 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -6589706.000000 Penalty: 12960.029297
	Iteration 3F: 3 clusters Score -6589706 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -6592253.000000 Penalty: 12960.029297
	Iteration 4F: 3 clusters Score -6592253 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -6595279.000000 Penalty: 12960.029297
	Iteration 5F: 3 clusters Score -6595279 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -6598201.500000 Penalty: 12960.029297
	Iteration 6F: 3 clusters Score -6598202 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -6599981.500000 Penalty: 12960.029297
	Iteration 7F: 3 clusters Score -6599982 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -6600788.000000 Penalty: 12960.029297
	Iteration 8Q: 3 clusters Score -6600788 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -6601141.000000 Penalty: 12960.029297
	Iteration 9Q: 3 clusters Score -6601141 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -6601281.000000 Penalty: 12960.029297
	Iteration 10Q: 3 clusters Score -6601281 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -6601364.000000 Penalty: 12960.029297
	Iteration 11Q: 3 clusters Score -6601364 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -6601451.000000 Penalty: 12960.029297
	Iteration 12Q: 3 clusters Score -6601451 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -6601491.500000 Penalty: 12960.029297
	Iteration 13Q: 3 clusters Score -6601492 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -6601512.500000 Penalty: 12960.029297
	Iteration 14Q: 3 clusters Score -6601512 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -6601537.500000 Penalty: 12960.029297
	Iteration 15Q: 3 clusters Score -6601538 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -6601553.500000 Penalty: 12960.029297
	Iteration 16Q: 3 clusters Score -6601554 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
Score: -6601575.500000 Penalty: 12960.029297
	Iteration 17Q: 3 clusters Score -6601576 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -6601578.500000 Penalty: 12960.029297
	Iteration 18Q: 3 clusters Score -6601578 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -6601577.000000 Penalty: 12960.029297
	Iteration 19Q: 3 clusters Score -6601577 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -6601585.000000 Penalty: 12960.029297
	Iteration 20F: 3 clusters Score -6601585 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -6601587.000000 Penalty: 12960.029297
	Iteration 21Q: 3 clusters Score -6601587 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -6601593.000000 Penalty: 12960.029297
	Iteration 22Q: 3 clusters Score -6601593 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -6601601.500000 Penalty: 12960.029297
	Iteration 23Q: 3 clusters Score -6601602 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -6601605.000000 Penalty: 12960.029297
	Iteration 24Q: 3 clusters Score -6601605 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -6601630.500000 Penalty: 12960.029297
	Iteration 25Q: 3 clusters Score -6601630 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -6601634.000000 Penalty: 12960.029297
	Iteration 26Q: 3 clusters Score -6601634 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -6601636.500000 Penalty: 12960.029297
	Iteration 27Q: 3 clusters Score -6601636 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -6601628.500000 Penalty: 12960.029297
	Iteration 28Q: 3 clusters Score -6601628 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -6601625.000000 Penalty: 12960.029297
	Iteration 29Q: 3 clusters Score -6601625 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -6601623.500000 Penalty: 12960.029297
	Iteration 30Q: 3 clusters Score -6601624 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -6601622.000000 Penalty: 12960.029297
	Iteration 31Q: 3 clusters Score -6601622 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -6601645.000000 Penalty: 12960.029297
	Iteration 32Q: 3 clusters Score -6601645 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 21737 members 
Entering Unmasked Estep 
Score: -6601657.500000 Penalty: 12960.029297
	Iteration 33Q: 3 clusters Score -6601658 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -6601653.000000 Penalty: 12960.029297
	Iteration 34Q: 3 clusters Score -6601653 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -6601650.000000 Penalty: 12960.029297
	Iteration 35Q: 3 clusters Score -6601650 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -6601673.500000 Penalty: 12960.029297
	Iteration 36Q: 3 clusters Score -6601674 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -6601670.000000 Penalty: 12960.029297
	Iteration 37Q: 3 clusters Score -6601670 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -6601677.500000 Penalty: 12960.029297
	Iteration 38Q: 3 clusters Score -6601678 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -6601682.500000 Penalty: 12960.029297
	Iteration 39Q: 3 clusters Score -6601682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -6601685.000000 Penalty: 12960.029297
	Iteration 40F: 3 clusters Score -6601685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -6601678.000000 Penalty: 12960.029297
	Iteration 41Q: 3 clusters Score -6601678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -6601672.000000 Penalty: 12960.029297
	Iteration 42Q: 3 clusters Score -6601672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -6601676.000000 Penalty: 12960.029297
	Iteration 43Q: 3 clusters Score -6601676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -6601677.500000 Penalty: 12960.029297
	Iteration 44Q: 3 clusters Score -6601678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -6601693.000000 Penalty: 12960.029297
	Iteration 45Q: 3 clusters Score -6601693 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -6601687.000000 Penalty: 12960.029297
	Iteration 46Q: 3 clusters Score -6601687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -6601691.500000 Penalty: 12960.029297
	Iteration 47Q: 3 clusters Score -6601692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
Score: -6601702.000000 Penalty: 12960.029297
	Iteration 48Q: 3 clusters Score -6601702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -6601704.000000 Penalty: 12960.029297
	Iteration 49Q: 3 clusters Score -6601704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -6601708.000000 Penalty: 12960.029297
	Iteration 50Q: 3 clusters Score -6601708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -6601698.000000 Penalty: 12960.029297
	Iteration 51Q: 3 clusters Score -6601698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -6601697.000000 Penalty: 12960.029297
	Iteration 52Q: 3 clusters Score -6601697 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -6601699.000000 Penalty: 12960.029297
	Iteration 53Q: 3 clusters Score -6601699 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -6601704.000000 Penalty: 12960.029297
	Iteration 54Q: 3 clusters Score -6601704 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -6601697.000000 Penalty: 12960.029297
	Iteration 55Q: 3 clusters Score -6601697 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -6601706.000000 Penalty: 12960.029297
	Iteration 56Q: 3 clusters Score -6601706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -6601694.500000 Penalty: 12960.029297
	Iteration 57Q: 3 clusters Score -6601694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -6601702.000000 Penalty: 12960.029297
	Iteration 58Q: 3 clusters Score -6601702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -6601711.000000 Penalty: 12960.029297
	Iteration 59Q: 3 clusters Score -6601711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -6601710.000000 Penalty: 12960.029297
	Iteration 60F: 3 clusters Score -6601710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -6601721.500000 Penalty: 12960.029297
	Iteration 61Q: 3 clusters Score -6601722 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -6601708.500000 Penalty: 12960.029297
	Iteration 62Q: 3 clusters Score -6601708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -6601707.000000 Penalty: 12960.029297
	Iteration 63Q: 3 clusters Score -6601707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -6601719.500000 Penalty: 12960.029297
	Iteration 64Q: 3 clusters Score -6601720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -6601714.000000 Penalty: 12960.029297
	Iteration 65Q: 3 clusters Score -6601714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -6601709.500000 Penalty: 12960.029297
	Iteration 66Q: 3 clusters Score -6601710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -6601708.000000 Penalty: 12960.029297
	Iteration 67Q: 3 clusters Score -6601708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 21336 members 
Entering Unmasked Estep 
Score: -6601713.000000 Penalty: 12960.029297
	Iteration 68Q: 3 clusters Score -6601713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -6601717.000000 Penalty: 12960.029297
	Iteration 69Q: 3 clusters Score -6601717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -6601710.500000 Penalty: 12960.029297
	Iteration 70Q: 3 clusters Score -6601710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -6601706.000000 Penalty: 12960.029297
	Iteration 71Q: 3 clusters Score -6601706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 21316 members 
Entering Unmasked Estep 
Score: -6601706.500000 Penalty: 12960.029297
	Iteration 72Q: 3 clusters Score -6601706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -6601706.500000 Penalty: 12960.029297
	Iteration 73Q: 3 clusters Score -6601706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -6601705.500000 Penalty: 12960.029297
	Iteration 74Q: 3 clusters Score -6601706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -6601700.500000 Penalty: 12960.029297
	Iteration 75Q: 3 clusters Score -6601700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -6601707.000000 Penalty: 12960.029297
	Iteration 76Q: 3 clusters Score -6601707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -6601713.500000 Penalty: 12960.029297
	Iteration 77Q: 3 clusters Score -6601714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -6601715.000000 Penalty: 12960.029297
	Iteration 78Q: 3 clusters Score -6601715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -6601721.500000 Penalty: 12960.029297
	Iteration 79Q: 3 clusters Score -6601722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -6601725.000000 Penalty: 12960.029297
	Iteration 80F: 3 clusters Score -6601725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -6601721.500000 Penalty: 12960.029297
	Iteration 81Q: 3 clusters Score -6601722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 21267 members 
Entering Unmasked Estep 
Score: -6601719.000000 Penalty: 12960.029297
	Iteration 82Q: 3 clusters Score -6601719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -6601717.500000 Penalty: 12960.029297
	Iteration 83Q: 3 clusters Score -6601718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -6601725.500000 Penalty: 12960.029297
	Iteration 84Q: 3 clusters Score -6601726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -6601730.000000 Penalty: 12960.029297
	Iteration 85Q: 3 clusters Score -6601730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -6601726.000000 Penalty: 12960.029297
	Iteration 86Q: 3 clusters Score -6601726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -6601728.000000 Penalty: 12960.029297
	Iteration 87Q: 3 clusters Score -6601728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -6601723.000000 Penalty: 12960.029297
	Iteration 88Q: 3 clusters Score -6601723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -6601722.000000 Penalty: 12960.029297
	Iteration 89Q: 3 clusters Score -6601722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -6601730.500000 Penalty: 12960.029297
	Iteration 90Q: 3 clusters Score -6601730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -6601732.500000 Penalty: 12960.029297
	Iteration 91Q: 3 clusters Score -6601732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -6601741.000000 Penalty: 12960.029297
	Iteration 92Q: 3 clusters Score -6601741 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 21187 members 
Entering Unmasked Estep 
Score: -6601740.500000 Penalty: 12960.029297
	Iteration 93Q: 3 clusters Score -6601740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -6601747.500000 Penalty: 12960.029297
	Iteration 94Q: 3 clusters Score -6601748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -6601735.000000 Penalty: 12960.029297
	Iteration 95Q: 3 clusters Score -6601735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -6601739.000000 Penalty: 12960.029297
	Iteration 96Q: 3 clusters Score -6601739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -6601745.500000 Penalty: 12960.029297
	Iteration 97Q: 3 clusters Score -6601746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 21150 members 
Entering Unmasked Estep 
Score: -6601733.500000 Penalty: 12960.029297
	Iteration 98Q: 3 clusters Score -6601734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -6601734.000000 Penalty: 12960.029297
	Iteration 99Q: 3 clusters Score -6601734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -6601728.500000 Penalty: 12960.029297
	Iteration 100F: 3 clusters Score -6601728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -6601727.000000 Penalty: 12960.029297
	Iteration 101Q: 3 clusters Score -6601727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -6601734.500000 Penalty: 12960.029297
	Iteration 102Q: 3 clusters Score -6601734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -6601728.000000 Penalty: 12960.029297
	Iteration 103Q: 3 clusters Score -6601728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -6601735.000000 Penalty: 12960.029297
	Iteration 104Q: 3 clusters Score -6601735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -6601723.000000 Penalty: 12960.029297
	Iteration 105Q: 3 clusters Score -6601723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -6601727.500000 Penalty: 12960.029297
	Iteration 106Q: 3 clusters Score -6601728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -6601729.000000 Penalty: 12960.029297
	Iteration 107Q: 3 clusters Score -6601729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -6601723.500000 Penalty: 12960.029297
	Iteration 108Q: 3 clusters Score -6601724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -6601725.000000 Penalty: 12960.029297
	Iteration 109Q: 3 clusters Score -6601725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -6601739.000000 Penalty: 12960.029297
	Iteration 110Q: 3 clusters Score -6601739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -6601729.000000 Penalty: 12960.029297
	Iteration 111Q: 3 clusters Score -6601729 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -6601728.000000 Penalty: 12960.029297
	Iteration 112Q: 3 clusters Score -6601728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -6601740.500000 Penalty: 12960.029297
	Iteration 113Q: 3 clusters Score -6601740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -6601725.500000 Penalty: 12960.029297
	Iteration 114Q: 3 clusters Score -6601726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -6601732.500000 Penalty: 12960.029297
	Iteration 115Q: 3 clusters Score -6601732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -6601729.000000 Penalty: 12960.029297
	Iteration 116Q: 3 clusters Score -6601729 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -6601734.500000 Penalty: 12960.029297
	Iteration 117Q: 3 clusters Score -6601734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -6601730.500000 Penalty: 12960.029297
	Iteration 118Q: 3 clusters Score -6601730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -6601737.500000 Penalty: 12960.029297
	Iteration 119Q: 3 clusters Score -6601738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -6601735.000000 Penalty: 12960.029297
	Iteration 120F: 3 clusters Score -6601735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -6601738.000000 Penalty: 12960.029297
	Iteration 121Q: 3 clusters Score -6601738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -6601732.500000 Penalty: 12960.029297
	Iteration 122Q: 3 clusters Score -6601732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -6601733.500000 Penalty: 12960.029297
	Iteration 123Q: 3 clusters Score -6601734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -6601732.000000 Penalty: 12960.029297
	Iteration 124Q: 3 clusters Score -6601732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -6601726.000000 Penalty: 12960.029297
	Iteration 125Q: 3 clusters Score -6601726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -6601726.000000 Penalty: 12960.029297
	Iteration 126F: 3 clusters Score -6601726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (30864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30864 members 
Entering Unmasked Estep 
Score: -5081255.500000 Penalty: 6331.624512
	Iteration 0F: 2 clusters Score -5081256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -5057907.000000 Penalty: 12663.249023
	Iteration 0F: 3 clusters Score -5057907 nChanged 13035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -5064605.000000 Penalty: 12663.249023
	Iteration 1F: 3 clusters Score -5064605 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -5065361.000000 Penalty: 12663.249023
	Iteration 2F: 3 clusters Score -5065361 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -5065933.500000 Penalty: 12663.249023
	Iteration 3Q: 3 clusters Score -5065934 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -5066393.000000 Penalty: 12663.249023
	Iteration 4Q: 3 clusters Score -5066393 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -5066789.500000 Penalty: 12663.249023
	Iteration 5Q: 3 clusters Score -5066790 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -5067152.000000 Penalty: 12663.249023
	Iteration 6Q: 3 clusters Score -5067152 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -5067500.500000 Penalty: 12663.249023
	Iteration 7Q: 3 clusters Score -5067500 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -5067876.000000 Penalty: 12663.249023
	Iteration 8Q: 3 clusters Score -5067876 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -5068229.000000 Penalty: 12663.249023
	Iteration 9Q: 3 clusters Score -5068229 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -5068597.000000 Penalty: 12663.249023
	Iteration 10Q: 3 clusters Score -5068597 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -5068948.000000 Penalty: 12663.249023
	Iteration 11Q: 3 clusters Score -5068948 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -5069343.000000 Penalty: 12663.249023
	Iteration 12Q: 3 clusters Score -5069343 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -5069714.000000 Penalty: 12663.249023
	Iteration 13Q: 3 clusters Score -5069714 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -5070082.000000 Penalty: 12663.249023
	Iteration 14Q: 3 clusters Score -5070082 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -5070482.500000 Penalty: 12663.249023
	Iteration 15Q: 3 clusters Score -5070482 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -5070852.000000 Penalty: 12663.249023
	Iteration 16Q: 3 clusters Score -5070852 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -5071206.000000 Penalty: 12663.249023
	Iteration 17Q: 3 clusters Score -5071206 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -5071557.000000 Penalty: 12663.249023
	Iteration 18Q: 3 clusters Score -5071557 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -5071868.500000 Penalty: 12663.249023
	Iteration 19Q: 3 clusters Score -5071868 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -5072156.000000 Penalty: 12663.249023
	Iteration 20F: 3 clusters Score -5072156 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -5072467.000000 Penalty: 12663.249023
	Iteration 21Q: 3 clusters Score -5072467 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -5072761.000000 Penalty: 12663.249023
	Iteration 22Q: 3 clusters Score -5072761 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -5073066.500000 Penalty: 12663.249023
	Iteration 23Q: 3 clusters Score -5073066 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -5073363.500000 Penalty: 12663.249023
	Iteration 24Q: 3 clusters Score -5073364 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -5073661.500000 Penalty: 12663.249023
	Iteration 25Q: 3 clusters Score -5073662 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -5073884.500000 Penalty: 12663.249023
	Iteration 26Q: 3 clusters Score -5073884 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -5074114.000000 Penalty: 12663.249023
	Iteration 27Q: 3 clusters Score -5074114 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -5074286.000000 Penalty: 12663.249023
	Iteration 28Q: 3 clusters Score -5074286 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -5074424.000000 Penalty: 12663.249023
	Iteration 29Q: 3 clusters Score -5074424 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -5074548.000000 Penalty: 12663.249023
	Iteration 30Q: 3 clusters Score -5074548 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -5074648.500000 Penalty: 12663.249023
	Iteration 31Q: 3 clusters Score -5074648 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -5074780.500000 Penalty: 12663.249023
	Iteration 32Q: 3 clusters Score -5074780 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -5074849.500000 Penalty: 12663.249023
	Iteration 33Q: 3 clusters Score -5074850 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -5074914.000000 Penalty: 12663.249023
	Iteration 34Q: 3 clusters Score -5074914 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -5075003.500000 Penalty: 12663.249023
	Iteration 35Q: 3 clusters Score -5075004 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -5075054.000000 Penalty: 12663.249023
	Iteration 36Q: 3 clusters Score -5075054 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -5075114.500000 Penalty: 12663.249023
	Iteration 37Q: 3 clusters Score -5075114 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -5075142.500000 Penalty: 12663.249023
	Iteration 38Q: 3 clusters Score -5075142 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -5075219.500000 Penalty: 12663.249023
	Iteration 39Q: 3 clusters Score -5075220 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -5075275.000000 Penalty: 12663.249023
	Iteration 40F: 3 clusters Score -5075275 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -5075329.500000 Penalty: 12663.249023
	Iteration 41Q: 3 clusters Score -5075330 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -5075366.500000 Penalty: 12663.249023
	Iteration 42Q: 3 clusters Score -5075366 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -5075423.500000 Penalty: 12663.249023
	Iteration 43Q: 3 clusters Score -5075424 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -5075458.000000 Penalty: 12663.249023
	Iteration 44Q: 3 clusters Score -5075458 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -5075501.500000 Penalty: 12663.249023
	Iteration 45Q: 3 clusters Score -5075502 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -5075534.000000 Penalty: 12663.249023
	Iteration 46Q: 3 clusters Score -5075534 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24706 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -5075573.000000 Penalty: 12663.249023
	Iteration 47Q: 3 clusters Score -5075573 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24840 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -5075612.000000 Penalty: 12663.249023
	Iteration 48Q: 3 clusters Score -5075612 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24955 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -5075644.000000 Penalty: 12663.249023
	Iteration 49Q: 3 clusters Score -5075644 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25054 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -5075640.500000 Penalty: 12663.249023
	Iteration 50Q: 3 clusters Score -5075640 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25160 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -5075682.500000 Penalty: 12663.249023
	Iteration 51Q: 3 clusters Score -5075682 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -5075696.500000 Penalty: 12663.249023
	Iteration 52Q: 3 clusters Score -5075696 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -5075743.000000 Penalty: 12663.249023
	Iteration 53Q: 3 clusters Score -5075743 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25514 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -5075790.500000 Penalty: 12663.249023
	Iteration 54Q: 3 clusters Score -5075790 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -5075834.000000 Penalty: 12663.249023
	Iteration 55Q: 3 clusters Score -5075834 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25769 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -5075863.000000 Penalty: 12663.249023
	Iteration 56Q: 3 clusters Score -5075863 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25885 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -5075895.500000 Penalty: 12663.249023
	Iteration 57Q: 3 clusters Score -5075896 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25984 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -5075929.000000 Penalty: 12663.249023
	Iteration 58Q: 3 clusters Score -5075929 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -5075975.500000 Penalty: 12663.249023
	Iteration 59Q: 3 clusters Score -5075976 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26220 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -5076021.000000 Penalty: 12663.249023
	Iteration 60F: 3 clusters Score -5076021 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -5076059.000000 Penalty: 12663.249023
	Iteration 61Q: 3 clusters Score -5076059 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -5076107.500000 Penalty: 12663.249023
	Iteration 62Q: 3 clusters Score -5076108 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26578 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -5076161.500000 Penalty: 12663.249023
	Iteration 63Q: 3 clusters Score -5076162 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26702 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -5076195.000000 Penalty: 12663.249023
	Iteration 64Q: 3 clusters Score -5076195 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26813 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -5076242.000000 Penalty: 12663.249023
	Iteration 65Q: 3 clusters Score -5076242 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -5076291.000000 Penalty: 12663.249023
	Iteration 66Q: 3 clusters Score -5076291 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27005 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -5076310.000000 Penalty: 12663.249023
	Iteration 67Q: 3 clusters Score -5076310 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27074 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -5076328.500000 Penalty: 12663.249023
	Iteration 68Q: 3 clusters Score -5076328 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27129 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -5076344.500000 Penalty: 12663.249023
	Iteration 69Q: 3 clusters Score -5076344 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27197 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -5076385.000000 Penalty: 12663.249023
	Iteration 70Q: 3 clusters Score -5076385 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27253 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -5076407.000000 Penalty: 12663.249023
	Iteration 71Q: 3 clusters Score -5076407 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -5076414.000000 Penalty: 12663.249023
	Iteration 72Q: 3 clusters Score -5076414 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27358 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -5076444.500000 Penalty: 12663.249023
	Iteration 73Q: 3 clusters Score -5076444 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -5076451.000000 Penalty: 12663.249023
	Iteration 74Q: 3 clusters Score -5076451 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27463 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -5076467.500000 Penalty: 12663.249023
	Iteration 75Q: 3 clusters Score -5076468 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27529 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -5076499.500000 Penalty: 12663.249023
	Iteration 76Q: 3 clusters Score -5076500 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -5076523.500000 Penalty: 12663.249023
	Iteration 77Q: 3 clusters Score -5076524 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27625 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -5076536.500000 Penalty: 12663.249023
	Iteration 78Q: 3 clusters Score -5076536 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -5076540.500000 Penalty: 12663.249023
	Iteration 79Q: 3 clusters Score -5076540 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27683 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -5076549.000000 Penalty: 12663.249023
	Iteration 80F: 3 clusters Score -5076549 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27703 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -5076550.000000 Penalty: 12663.249023
	Iteration 81Q: 3 clusters Score -5076550 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27722 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -5076573.000000 Penalty: 12663.249023
	Iteration 82Q: 3 clusters Score -5076573 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -5076580.500000 Penalty: 12663.249023
	Iteration 83Q: 3 clusters Score -5076580 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27766 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -5076581.000000 Penalty: 12663.249023
	Iteration 84Q: 3 clusters Score -5076581 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27793 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -5076581.500000 Penalty: 12663.249023
	Iteration 85Q: 3 clusters Score -5076582 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27827 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -5076589.500000 Penalty: 12663.249023
	Iteration 86Q: 3 clusters Score -5076590 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -5076595.000000 Penalty: 12663.249023
	Iteration 87Q: 3 clusters Score -5076595 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27881 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -5076602.500000 Penalty: 12663.249023
	Iteration 88Q: 3 clusters Score -5076602 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27911 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -5076622.000000 Penalty: 12663.249023
	Iteration 89Q: 3 clusters Score -5076622 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27930 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -5076633.000000 Penalty: 12663.249023
	Iteration 90Q: 3 clusters Score -5076633 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27941 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -5076647.500000 Penalty: 12663.249023
	Iteration 91Q: 3 clusters Score -5076648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27956 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -5076656.000000 Penalty: 12663.249023
	Iteration 92Q: 3 clusters Score -5076656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27963 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -5076664.000000 Penalty: 12663.249023
	Iteration 93Q: 3 clusters Score -5076664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27975 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -5076662.000000 Penalty: 12663.249023
	Iteration 94Q: 3 clusters Score -5076662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27982 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -5076662.500000 Penalty: 12663.249023
	Iteration 95Q: 3 clusters Score -5076662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27986 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -5076668.000000 Penalty: 12663.249023
	Iteration 96Q: 3 clusters Score -5076668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -5076658.000000 Penalty: 12663.249023
	Iteration 97Q: 3 clusters Score -5076658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -5076663.500000 Penalty: 12663.249023
	Iteration 98Q: 3 clusters Score -5076664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -5076663.500000 Penalty: 12663.249023
	Iteration 99Q: 3 clusters Score -5076664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28023 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -5076665.500000 Penalty: 12663.249023
	Iteration 100F: 3 clusters Score -5076666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28029 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -5076672.000000 Penalty: 12663.249023
	Iteration 101Q: 3 clusters Score -5076672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28036 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -5076682.500000 Penalty: 12663.249023
	Iteration 102Q: 3 clusters Score -5076682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28041 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -5076681.500000 Penalty: 12663.249023
	Iteration 103Q: 3 clusters Score -5076682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28048 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -5076682.000000 Penalty: 12663.249023
	Iteration 104Q: 3 clusters Score -5076682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28054 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -5076677.000000 Penalty: 12663.249023
	Iteration 105Q: 3 clusters Score -5076677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28061 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -5076686.000000 Penalty: 12663.249023
	Iteration 106Q: 3 clusters Score -5076686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -5076689.000000 Penalty: 12663.249023
	Iteration 107Q: 3 clusters Score -5076689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -5076690.500000 Penalty: 12663.249023
	Iteration 108Q: 3 clusters Score -5076690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -5076690.500000 Penalty: 12663.249023
	Iteration 109F: 3 clusters Score -5076690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (69154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69154 members 
Entering Unmasked Estep 
Score: -11907365.000000 Penalty: 6825.756348
	Iteration 0F: 2 clusters Score -1.190736e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34713 members 
Mstep: Class 2 contains 34441 members 
Entering Unmasked Estep 
Score: -11859273.000000 Penalty: 13651.512695
	Iteration 0F: 3 clusters Score -1.185927e+07 nChanged 31020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35503 members 
Mstep: Class 2 contains 33651 members 
Entering Unmasked Estep 
Score: -11875802.000000 Penalty: 13651.512695
	Iteration 1F: 3 clusters Score -1.18758e+07 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36082 members 
Mstep: Class 2 contains 33072 members 
Entering Unmasked Estep 
Score: -11876835.000000 Penalty: 13651.512695
	Iteration 2Q: 3 clusters Score -1.187684e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36841 members 
Mstep: Class 2 contains 32313 members 
Entering Unmasked Estep 
Score: -11877899.000000 Penalty: 13651.512695
	Iteration 3Q: 3 clusters Score -1.18779e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37777 members 
Mstep: Class 2 contains 31377 members 
Entering Unmasked Estep 
Score: -11879022.000000 Penalty: 13651.512695
	Iteration 4Q: 3 clusters Score -1.187902e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38943 members 
Mstep: Class 2 contains 30211 members 
Entering Unmasked Estep 
Score: -11880302.000000 Penalty: 13651.512695
	Iteration 5Q: 3 clusters Score -1.18803e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40269 members 
Mstep: Class 2 contains 28885 members 
Entering Unmasked Estep 
Score: -11882077.000000 Penalty: 13651.512695
	Iteration 6Q: 3 clusters Score -1.188208e+07 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41880 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
Score: -11884186.000000 Penalty: 13651.512695
	Iteration 7Q: 3 clusters Score -1.188419e+07 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43796 members 
Mstep: Class 2 contains 25358 members 
Entering Unmasked Estep 
Score: -11887020.000000 Penalty: 13651.512695
	Iteration 8F: 3 clusters Score -1.188702e+07 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45854 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -11890310.000000 Penalty: 13651.512695
	Iteration 9F: 3 clusters Score -1.189031e+07 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47927 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -11893874.000000 Penalty: 13651.512695
	Iteration 10F: 3 clusters Score -1.189387e+07 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49816 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -11897294.000000 Penalty: 13651.512695
	Iteration 11F: 3 clusters Score -1.189729e+07 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51348 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -11900624.000000 Penalty: 13651.512695
	Iteration 12Q: 3 clusters Score -1.190062e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52392 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -11903193.000000 Penalty: 13651.512695
	Iteration 13Q: 3 clusters Score -1.190319e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52976 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -11904425.000000 Penalty: 13651.512695
	Iteration 14Q: 3 clusters Score -1.190442e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53327 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -11904938.000000 Penalty: 13651.512695
	Iteration 15Q: 3 clusters Score -1.190494e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53580 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -11905170.000000 Penalty: 13651.512695
	Iteration 16Q: 3 clusters Score -1.190517e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53765 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -11905325.000000 Penalty: 13651.512695
	Iteration 17Q: 3 clusters Score -1.190532e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53903 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -11905394.000000 Penalty: 13651.512695
	Iteration 18Q: 3 clusters Score -1.190539e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53991 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -11905460.000000 Penalty: 13651.512695
	Iteration 19Q: 3 clusters Score -1.190546e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54052 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -11905493.000000 Penalty: 13651.512695
	Iteration 20F: 3 clusters Score -1.190549e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54110 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -11905520.000000 Penalty: 13651.512695
	Iteration 21Q: 3 clusters Score -1.190552e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54158 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -11905501.000000 Penalty: 13651.512695
	Iteration 22Q: 3 clusters Score -1.19055e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54202 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -11905500.000000 Penalty: 13651.512695
	Iteration 23Q: 3 clusters Score -1.19055e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54240 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -11905510.000000 Penalty: 13651.512695
	Iteration 24Q: 3 clusters Score -1.190551e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54263 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -11905538.000000 Penalty: 13651.512695
	Iteration 25Q: 3 clusters Score -1.190554e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54277 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -11905538.000000 Penalty: 13651.512695
	Iteration 26Q: 3 clusters Score -1.190554e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54284 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -11905536.000000 Penalty: 13651.512695
	Iteration 27Q: 3 clusters Score -1.190554e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54289 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -11905545.000000 Penalty: 13651.512695
	Iteration 28Q: 3 clusters Score -1.190554e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54291 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -11905544.000000 Penalty: 13651.512695
	Iteration 29Q: 3 clusters Score -1.190554e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54292 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -11905534.000000 Penalty: 13651.512695
	Iteration 30Q: 3 clusters Score -1.190553e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54293 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -11905540.000000 Penalty: 13651.512695
	Iteration 31Q: 3 clusters Score -1.190554e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54298 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -11905534.000000 Penalty: 13651.512695
	Iteration 32Q: 3 clusters Score -1.190553e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54304 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -11905541.000000 Penalty: 13651.512695
	Iteration 33Q: 3 clusters Score -1.190554e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54314 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -11905550.000000 Penalty: 13651.512695
	Iteration 34Q: 3 clusters Score -1.190555e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54322 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -11905550.000000 Penalty: 13651.512695
	Iteration 35Q: 3 clusters Score -1.190555e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54330 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -11905562.000000 Penalty: 13651.512695
	Iteration 36Q: 3 clusters Score -1.190556e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54336 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -11905571.000000 Penalty: 13651.512695
	Iteration 37Q: 3 clusters Score -1.190557e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54344 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -11905571.000000 Penalty: 13651.512695
	Iteration 38Q: 3 clusters Score -1.190557e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54356 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -11905569.000000 Penalty: 13651.512695
	Iteration 39Q: 3 clusters Score -1.190557e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54364 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -11905565.000000 Penalty: 13651.512695
	Iteration 40F: 3 clusters Score -1.190556e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54369 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -11905571.000000 Penalty: 13651.512695
	Iteration 41Q: 3 clusters Score -1.190557e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54372 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -11905566.000000 Penalty: 13651.512695
	Iteration 42Q: 3 clusters Score -1.190557e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54376 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -11905562.000000 Penalty: 13651.512695
	Iteration 43Q: 3 clusters Score -1.190556e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54379 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -11905565.000000 Penalty: 13651.512695
	Iteration 44Q: 3 clusters Score -1.190556e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54380 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -11905570.000000 Penalty: 13651.512695
	Iteration 45Q: 3 clusters Score -1.190557e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54382 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -11905576.000000 Penalty: 13651.512695
	Iteration 46Q: 3 clusters Score -1.190558e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54385 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -11905576.000000 Penalty: 13651.512695
	Iteration 47Q: 3 clusters Score -1.190558e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54388 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -11905572.000000 Penalty: 13651.512695
	Iteration 48Q: 3 clusters Score -1.190557e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54392 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -11905578.000000 Penalty: 13651.512695
	Iteration 49Q: 3 clusters Score -1.190558e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54396 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -11905567.000000 Penalty: 13651.512695
	Iteration 50Q: 3 clusters Score -1.190557e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54400 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -11905567.000000 Penalty: 13651.512695
	Iteration 51Q: 3 clusters Score -1.190557e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54401 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -11905564.000000 Penalty: 13651.512695
	Iteration 52Q: 3 clusters Score -1.190556e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54403 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -11905561.000000 Penalty: 13651.512695
	Iteration 53Q: 3 clusters Score -1.190556e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54407 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -11905565.000000 Penalty: 13651.512695
	Iteration 54Q: 3 clusters Score -1.190556e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54408 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -11905556.000000 Penalty: 13651.512695
	Iteration 55Q: 3 clusters Score -1.190556e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54409 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -11905572.000000 Penalty: 13651.512695
	Iteration 56Q: 3 clusters Score -1.190557e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54409 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -11905572.000000 Penalty: 13651.512695
	Iteration 57F: 3 clusters Score -1.190557e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -62872.140625 Penalty: 3723.958984
	Iteration 0F: 2 clusters Score -62872.14 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 215 members 
Entering Unmasked Estep 
Score: -59668.316406 Penalty: 7447.917969
	Iteration 0F: 3 clusters Score -59668.32 nChanged 34
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: -59866.855469 Penalty: 7447.917969
	Iteration 1F: 3 clusters Score -59866.86 nChanged 9
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: -59972.109375 Penalty: 7447.917969
	Iteration 2Q: 3 clusters Score -59972.11 nChanged 8
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: -60088.773438 Penalty: 7447.917969
	Iteration 3Q: 3 clusters Score -60088.77 nChanged 4
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: -60109.980469 Penalty: 7447.917969
	Iteration 4Q: 3 clusters Score -60109.98 nChanged 1
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: -60119.375000 Penalty: 7447.917969
	Iteration 5Q: 3 clusters Score -60119.38 nChanged 0
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: -60119.375000 Penalty: 7447.917969
	Iteration 6F: 3 clusters Score -60119.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (543930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543930 members 
Entering Unmasked Estep 
Score: -93323672.000000 Penalty: 8089.027344
	Iteration 0F: 2 clusters Score -9.332367e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272230 members 
Mstep: Class 2 contains 271700 members 
Entering Unmasked Estep 
Score: -92998464.000000 Penalty: 16178.054688
	Iteration 0F: 3 clusters Score -9.299846e+07 nChanged 262633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274111 members 
Mstep: Class 2 contains 269819 members 
Entering Unmasked Estep 
Score: -93153176.000000 Penalty: 16178.054688
	Iteration 1F: 3 clusters Score -9.315318e+07 nChanged 12302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275809 members 
Mstep: Class 2 contains 268121 members 
Entering Unmasked Estep 
Score: -93155136.000000 Penalty: 16178.054688
	Iteration 2Q: 3 clusters Score -9.315514e+07 nChanged 12408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278507 members 
Mstep: Class 2 contains 265423 members 
Entering Unmasked Estep 
Score: -93156616.000000 Penalty: 16178.054688
	Iteration 3Q: 3 clusters Score -9.315662e+07 nChanged 12436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282507 members 
Mstep: Class 2 contains 261423 members 
Entering Unmasked Estep 
Score: -93158984.000000 Penalty: 16178.054688
	Iteration 4Q: 3 clusters Score -9.315898e+07 nChanged 12986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288645 members 
Mstep: Class 2 contains 255285 members 
Entering Unmasked Estep 
Score: -93161152.000000 Penalty: 16178.054688
	Iteration 5Q: 3 clusters Score -9.316115e+07 nChanged 14283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297860 members 
Mstep: Class 2 contains 246070 members 
Entering Unmasked Estep 
Score: -93164488.000000 Penalty: 16178.054688
	Iteration 6Q: 3 clusters Score -9.316449e+07 nChanged 17007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311519 members 
Mstep: Class 2 contains 232411 members 
Entering Unmasked Estep 
Score: -93170040.000000 Penalty: 16178.054688
	Iteration 7Q: 3 clusters Score -9.317004e+07 nChanged 22009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331902 members 
Mstep: Class 2 contains 212028 members 
Entering Unmasked Estep 
Score: -93179304.000000 Penalty: 16178.054688
	Iteration 8Q: 3 clusters Score -9.31793e+07 nChanged 30128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361450 members 
Mstep: Class 2 contains 182480 members 
Entering Unmasked Estep 
Score: -93195200.000000 Penalty: 16178.054688
	Iteration 9F: 3 clusters Score -9.31952e+07 nChanged 40172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401518 members 
Mstep: Class 2 contains 142412 members 
Entering Unmasked Estep 
Score: -93223728.000000 Penalty: 16178.054688
	Iteration 10F: 3 clusters Score -9.322373e+07 nChanged 48244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449756 members 
Mstep: Class 2 contains 94174 members 
Entering Unmasked Estep 
Score: -93261920.000000 Penalty: 16178.054688
	Iteration 11F: 3 clusters Score -9.326192e+07 nChanged 43899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493653 members 
Mstep: Class 2 contains 50277 members 
Entering Unmasked Estep 
Score: -93288856.000000 Penalty: 16178.054688
	Iteration 12F: 3 clusters Score -9.328886e+07 nChanged 27160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520799 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -93303544.000000 Penalty: 16178.054688
	Iteration 13Q: 3 clusters Score -9.330354e+07 nChanged 12590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533383 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -93310616.000000 Penalty: 16178.054688
	Iteration 14Q: 3 clusters Score -9.331062e+07 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538581 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -93313768.000000 Penalty: 16178.054688
	Iteration 15Q: 3 clusters Score -9.331377e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540685 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -93314904.000000 Penalty: 16178.054688
	Iteration 16Q: 3 clusters Score -9.33149e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541593 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -93315520.000000 Penalty: 16178.054688
	Iteration 17Q: 3 clusters Score -9.331552e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542038 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -93315792.000000 Penalty: 16178.054688
	Iteration 18Q: 3 clusters Score -9.331579e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542271 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -93316024.000000 Penalty: 16178.054688
	Iteration 19Q: 3 clusters Score -9.331602e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542407 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -93316128.000000 Penalty: 16178.054688
	Iteration 20F: 3 clusters Score -9.331613e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542502 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -93316176.000000 Penalty: 16178.054688
	Iteration 21Q: 3 clusters Score -9.331618e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542577 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -93316376.000000 Penalty: 16178.054688
	Iteration 22Q: 3 clusters Score -9.331638e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542621 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -93316376.000000 Penalty: 16178.054688
	Iteration 23Q: 3 clusters Score -9.331638e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542649 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -93316384.000000 Penalty: 16178.054688
	Iteration 24Q: 3 clusters Score -9.331638e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542679 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -93316392.000000 Penalty: 16178.054688
	Iteration 25Q: 3 clusters Score -9.331639e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542707 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -93316432.000000 Penalty: 16178.054688
	Iteration 26Q: 3 clusters Score -9.331643e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542723 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -93316440.000000 Penalty: 16178.054688
	Iteration 27Q: 3 clusters Score -9.331644e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542732 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -93316424.000000 Penalty: 16178.054688
	Iteration 28Q: 3 clusters Score -9.331642e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542749 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -93316432.000000 Penalty: 16178.054688
	Iteration 29Q: 3 clusters Score -9.331643e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542756 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -93316416.000000 Penalty: 16178.054688
	Iteration 30Q: 3 clusters Score -9.331642e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542766 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -93316448.000000 Penalty: 16178.054688
	Iteration 31Q: 3 clusters Score -9.331645e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542776 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -93316512.000000 Penalty: 16178.054688
	Iteration 32Q: 3 clusters Score -9.331651e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542783 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -93316536.000000 Penalty: 16178.054688
	Iteration 33Q: 3 clusters Score -9.331654e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542787 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -93316560.000000 Penalty: 16178.054688
	Iteration 34Q: 3 clusters Score -9.331656e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542789 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -93316560.000000 Penalty: 16178.054688
	Iteration 35Q: 3 clusters Score -9.331656e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542790 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -93316528.000000 Penalty: 16178.054688
	Iteration 36Q: 3 clusters Score -9.331653e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542791 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -93316520.000000 Penalty: 16178.054688
	Iteration 37Q: 3 clusters Score -9.331652e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542791 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -93316520.000000 Penalty: 16178.054688
	Iteration 38F: 3 clusters Score -9.331652e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 95909 members 
Mstep: Class 3 contains 47070 members 
Mstep: Class 4 contains 1655 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55108 members 
Mstep: Class 7 contains 317102 members 
Mstep: Class 8 contains 2438 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 944 members 
Mstep: Class 11 contains 130654 members 
Mstep: Class 12 contains 10914 members 
Mstep: Class 13 contains 1159 members 
Mstep: Class 14 contains 39325 members 
Mstep: Class 15 contains 30864 members 
Mstep: Class 16 contains 69154 members 
Mstep: Class 17 contains 437 members 
Mstep: Class 20 contains 543930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304256.000000 Penalty: 173134.625000
Iteration 119Q: 21 clusters Score -2.333043e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 95915 members 
Mstep: Class 3 contains 47075 members 
Mstep: Class 4 contains 1656 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55109 members 
Mstep: Class 7 contains 317167 members 
Mstep: Class 8 contains 2440 members 
Mstep: Class 9 contains 1028 members 
Mstep: Class 10 contains 944 members 
Mstep: Class 11 contains 130670 members 
Mstep: Class 12 contains 10898 members 
Mstep: Class 13 contains 1163 members 
Mstep: Class 14 contains 39326 members 
Mstep: Class 15 contains 30865 members 
Mstep: Class 16 contains 69128 members 
Mstep: Class 17 contains 433 members 
Mstep: Class 18 contains 724 members 
Mstep: Class 19 contains 1666 members 
Mstep: Class 20 contains 543888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304576.000000 Penalty: 173134.625000
Iteration 120F: 21 clusters Score -2.333046e+08 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 95926 members 
Mstep: Class 3 contains 47038 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55109 members 
Mstep: Class 7 contains 317203 members 
Mstep: Class 8 contains 2438 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 944 members 
Mstep: Class 11 contains 130683 members 
Mstep: Class 12 contains 10876 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39318 members 
Mstep: Class 15 contains 30868 members 
Mstep: Class 16 contains 69098 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1865 members 
Mstep: Class 20 contains 543724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304912.000000 Penalty: 173134.625000
Iteration 121Q: 21 clusters Score -2.333049e+08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 95943 members 
Mstep: Class 3 contains 47039 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55104 members 
Mstep: Class 7 contains 317277 members 
Mstep: Class 8 contains 2437 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 944 members 
Mstep: Class 11 contains 130693 members 
Mstep: Class 12 contains 10852 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39316 members 
Mstep: Class 15 contains 30873 members 
Mstep: Class 16 contains 69069 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 543626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233305280.000000 Penalty: 173134.625000
Iteration 122Q: 21 clusters Score -2.333053e+08 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 95950 members 
Mstep: Class 3 contains 47040 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55107 members 
Mstep: Class 7 contains 317350 members 
Mstep: Class 8 contains 2438 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 944 members 
Mstep: Class 11 contains 130704 members 
Mstep: Class 12 contains 10829 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39319 members 
Mstep: Class 15 contains 30865 members 
Mstep: Class 16 contains 69041 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1936 members 
Mstep: Class 20 contains 543567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233305136.000000 Penalty: 173134.625000
Iteration 123Q: 21 clusters Score -2.333051e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 95963 members 
Mstep: Class 3 contains 47044 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20324 members 
Mstep: Class 6 contains 55101 members 
Mstep: Class 7 contains 317444 members 
Mstep: Class 8 contains 2438 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 944 members 
Mstep: Class 11 contains 130712 members 
Mstep: Class 12 contains 10811 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39316 members 
Mstep: Class 15 contains 30864 members 
Mstep: Class 16 contains 69023 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1944 members 
Mstep: Class 20 contains 543487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233305072.000000 Penalty: 173134.625000
Iteration 124Q: 21 clusters Score -2.333051e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 95970 members 
Mstep: Class 3 contains 47043 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20324 members 
Mstep: Class 6 contains 55100 members 
Mstep: Class 7 contains 317537 members 
Mstep: Class 8 contains 2438 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 944 members 
Mstep: Class 11 contains 130715 members 
Mstep: Class 12 contains 10797 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39315 members 
Mstep: Class 15 contains 30868 members 
Mstep: Class 16 contains 69015 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1951 members 
Mstep: Class 20 contains 543398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233305040.000000 Penalty: 173134.625000
Iteration 125Q: 21 clusters Score -2.33305e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 95984 members 
Mstep: Class 3 contains 47041 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55100 members 
Mstep: Class 7 contains 317645 members 
Mstep: Class 8 contains 2439 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 944 members 
Mstep: Class 11 contains 130712 members 
Mstep: Class 12 contains 10784 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39313 members 
Mstep: Class 15 contains 30870 members 
Mstep: Class 16 contains 68998 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1953 members 
Mstep: Class 20 contains 543307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233305008.000000 Penalty: 173134.625000
Iteration 126Q: 21 clusters Score -2.33305e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 95994 members 
Mstep: Class 3 contains 47036 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55109 members 
Mstep: Class 7 contains 317731 members 
Mstep: Class 8 contains 2439 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 944 members 
Mstep: Class 11 contains 130715 members 
Mstep: Class 12 contains 10768 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39310 members 
Mstep: Class 15 contains 30875 members 
Mstep: Class 16 contains 68973 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1953 members 
Mstep: Class 20 contains 543243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304624.000000 Penalty: 173134.625000
Iteration 127Q: 21 clusters Score -2.333046e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 96012 members 
Mstep: Class 3 contains 47033 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55111 members 
Mstep: Class 7 contains 317807 members 
Mstep: Class 8 contains 2439 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 944 members 
Mstep: Class 11 contains 130721 members 
Mstep: Class 12 contains 10746 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39309 members 
Mstep: Class 15 contains 30876 members 
Mstep: Class 16 contains 68955 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1954 members 
Mstep: Class 20 contains 543182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304704.000000 Penalty: 173134.625000
Iteration 128Q: 21 clusters Score -2.333047e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 96022 members 
Mstep: Class 3 contains 47032 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55110 members 
Mstep: Class 7 contains 317904 members 
Mstep: Class 8 contains 2439 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 944 members 
Mstep: Class 11 contains 130714 members 
Mstep: Class 12 contains 10729 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39306 members 
Mstep: Class 15 contains 30881 members 
Mstep: Class 16 contains 68938 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1954 members 
Mstep: Class 20 contains 543115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304896.000000 Penalty: 173134.625000
Iteration 129Q: 21 clusters Score -2.333049e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 96024 members 
Mstep: Class 3 contains 47030 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55114 members 
Mstep: Class 7 contains 317998 members 
Mstep: Class 8 contains 2440 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 944 members 
Mstep: Class 11 contains 130719 members 
Mstep: Class 12 contains 10711 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39306 members 
Mstep: Class 15 contains 30884 members 
Mstep: Class 16 contains 68921 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1954 members 
Mstep: Class 20 contains 543042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233305072.000000 Penalty: 173134.625000
Iteration 130Q: 21 clusters Score -2.333051e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 96039 members 
Mstep: Class 3 contains 47028 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55117 members 
Mstep: Class 7 contains 318105 members 
Mstep: Class 8 contains 2440 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 944 members 
Mstep: Class 11 contains 130720 members 
Mstep: Class 12 contains 10696 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39303 members 
Mstep: Class 15 contains 30886 members 
Mstep: Class 16 contains 68911 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1954 members 
Mstep: Class 20 contains 542944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304928.000000 Penalty: 173134.625000
Iteration 131Q: 21 clusters Score -2.333049e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 96050 members 
Mstep: Class 3 contains 47024 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55124 members 
Mstep: Class 7 contains 318188 members 
Mstep: Class 8 contains 2440 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 944 members 
Mstep: Class 11 contains 130722 members 
Mstep: Class 12 contains 10682 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39301 members 
Mstep: Class 15 contains 30888 members 
Mstep: Class 16 contains 68899 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1954 members 
Mstep: Class 20 contains 542871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304832.000000 Penalty: 173134.625000
Iteration 132Q: 21 clusters Score -2.333048e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 96055 members 
Mstep: Class 3 contains 47020 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55128 members 
Mstep: Class 7 contains 318260 members 
Mstep: Class 8 contains 2440 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 944 members 
Mstep: Class 11 contains 130722 members 
Mstep: Class 12 contains 10669 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39298 members 
Mstep: Class 15 contains 30885 members 
Mstep: Class 16 contains 68891 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 542820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304656.000000 Penalty: 173134.625000
Iteration 133Q: 21 clusters Score -2.333047e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 96061 members 
Mstep: Class 3 contains 47017 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55127 members 
Mstep: Class 7 contains 318330 members 
Mstep: Class 8 contains 2440 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 944 members 
Mstep: Class 11 contains 130723 members 
Mstep: Class 12 contains 10655 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39297 members 
Mstep: Class 15 contains 30889 members 
Mstep: Class 16 contains 68884 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 542765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304784.000000 Penalty: 173134.625000
Iteration 134Q: 21 clusters Score -2.333048e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 96058 members 
Mstep: Class 3 contains 47013 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55130 members 
Mstep: Class 7 contains 318401 members 
Mstep: Class 8 contains 2440 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 944 members 
Mstep: Class 11 contains 130726 members 
Mstep: Class 12 contains 10647 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39298 members 
Mstep: Class 15 contains 30889 members 
Mstep: Class 16 contains 68879 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 542707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304752.000000 Penalty: 173134.625000
Iteration 135Q: 21 clusters Score -2.333048e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 96052 members 
Mstep: Class 3 contains 47008 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55137 members 
Mstep: Class 7 contains 318463 members 
Mstep: Class 8 contains 2440 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 944 members 
Mstep: Class 11 contains 130725 members 
Mstep: Class 12 contains 10638 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39298 members 
Mstep: Class 15 contains 30890 members 
Mstep: Class 16 contains 68874 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 542663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304784.000000 Penalty: 173134.625000
Iteration 136Q: 21 clusters Score -2.333048e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 96043 members 
Mstep: Class 3 contains 47007 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55144 members 
Mstep: Class 7 contains 318526 members 
Mstep: Class 8 contains 2440 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 944 members 
Mstep: Class 11 contains 130727 members 
Mstep: Class 12 contains 10629 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39300 members 
Mstep: Class 15 contains 30882 members 
Mstep: Class 16 contains 68873 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 542617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304752.000000 Penalty: 173134.625000
Iteration 137Q: 21 clusters Score -2.333048e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 96042 members 
Mstep: Class 3 contains 47004 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55154 members 
Mstep: Class 7 contains 318597 members 
Mstep: Class 8 contains 2440 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 944 members 
Mstep: Class 11 contains 130731 members 
Mstep: Class 12 contains 10618 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39299 members 
Mstep: Class 15 contains 30876 members 
Mstep: Class 16 contains 68863 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 542564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304752.000000 Penalty: 173134.625000
Iteration 138Q: 21 clusters Score -2.333048e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 96036 members 
Mstep: Class 3 contains 47000 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55161 members 
Mstep: Class 7 contains 318659 members 
Mstep: Class 8 contains 2440 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 944 members 
Mstep: Class 11 contains 130739 members 
Mstep: Class 12 contains 10606 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39294 members 
Mstep: Class 15 contains 30872 members 
Mstep: Class 16 contains 68849 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 542532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304752.000000 Penalty: 173134.625000
Iteration 139Q: 21 clusters Score -2.333048e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 96029 members 
Mstep: Class 3 contains 47000 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20326 members 
Mstep: Class 6 contains 55169 members 
Mstep: Class 7 contains 318703 members 
Mstep: Class 8 contains 2440 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 944 members 
Mstep: Class 11 contains 130750 members 
Mstep: Class 12 contains 10600 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39293 members 
Mstep: Class 15 contains 30867 members 
Mstep: Class 16 contains 68837 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 542499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233305024.000000 Penalty: 173134.625000
Iteration 140F: 21 clusters Score -2.33305e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 96021 members 
Mstep: Class 3 contains 46998 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20324 members 
Mstep: Class 6 contains 55175 members 
Mstep: Class 7 contains 318737 members 
Mstep: Class 8 contains 2440 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 944 members 
Mstep: Class 11 contains 130754 members 
Mstep: Class 12 contains 10595 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39293 members 
Mstep: Class 15 contains 30867 members 
Mstep: Class 16 contains 68826 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 542483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233305024.000000 Penalty: 173134.625000
Iteration 141Q: 21 clusters Score -2.33305e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 96015 members 
Mstep: Class 3 contains 47000 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20324 members 
Mstep: Class 6 contains 55178 members 
Mstep: Class 7 contains 318766 members 
Mstep: Class 8 contains 2440 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 944 members 
Mstep: Class 11 contains 130756 members 
Mstep: Class 12 contains 10590 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39293 members 
Mstep: Class 15 contains 30867 members 
Mstep: Class 16 contains 68814 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1956 members 
Mstep: Class 20 contains 542469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304928.000000 Penalty: 173134.625000
Iteration 142Q: 21 clusters Score -2.333049e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 96010 members 
Mstep: Class 3 contains 47001 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20324 members 
Mstep: Class 6 contains 55178 members 
Mstep: Class 7 contains 318806 members 
Mstep: Class 8 contains 2440 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 944 members 
Mstep: Class 11 contains 130761 members 
Mstep: Class 12 contains 10584 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39293 members 
Mstep: Class 15 contains 30865 members 
Mstep: Class 16 contains 68810 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1956 members 
Mstep: Class 20 contains 542440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233305072.000000 Penalty: 173134.625000
Iteration 143Q: 21 clusters Score -2.333051e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 96000 members 
Mstep: Class 3 contains 47002 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20324 members 
Mstep: Class 6 contains 55184 members 
Mstep: Class 7 contains 318835 members 
Mstep: Class 8 contains 2440 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 944 members 
Mstep: Class 11 contains 130756 members 
Mstep: Class 12 contains 10581 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39292 members 
Mstep: Class 15 contains 30862 members 
Mstep: Class 16 contains 68798 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1956 members 
Mstep: Class 20 contains 542438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304880.000000 Penalty: 173134.625000
Iteration 144Q: 21 clusters Score -2.333049e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 95990 members 
Mstep: Class 3 contains 47000 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20324 members 
Mstep: Class 6 contains 55187 members 
Mstep: Class 7 contains 318867 members 
Mstep: Class 8 contains 2440 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 944 members 
Mstep: Class 11 contains 130750 members 
Mstep: Class 12 contains 10578 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39293 members 
Mstep: Class 15 contains 30863 members 
Mstep: Class 16 contains 68785 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1956 members 
Mstep: Class 20 contains 542435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304928.000000 Penalty: 173134.625000
Iteration 145Q: 21 clusters Score -2.333049e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 95986 members 
Mstep: Class 3 contains 47000 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20324 members 
Mstep: Class 6 contains 55189 members 
Mstep: Class 7 contains 318906 members 
Mstep: Class 8 contains 2440 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 944 members 
Mstep: Class 11 contains 130756 members 
Mstep: Class 12 contains 10571 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39290 members 
Mstep: Class 15 contains 30863 members 
Mstep: Class 16 contains 68774 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1956 members 
Mstep: Class 20 contains 542413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304928.000000 Penalty: 173134.625000
Iteration 146Q: 21 clusters Score -2.333049e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 95986 members 
Mstep: Class 3 contains 47000 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20324 members 
Mstep: Class 6 contains 55189 members 
Mstep: Class 7 contains 318952 members 
Mstep: Class 8 contains 2440 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 944 members 
Mstep: Class 11 contains 130755 members 
Mstep: Class 12 contains 10564 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39292 members 
Mstep: Class 15 contains 30863 members 
Mstep: Class 16 contains 68761 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1956 members 
Mstep: Class 20 contains 542386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304880.000000 Penalty: 173134.625000
Iteration 147Q: 21 clusters Score -2.333049e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 95982 members 
Mstep: Class 3 contains 47001 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20324 members 
Mstep: Class 6 contains 55189 members 
Mstep: Class 7 contains 318988 members 
Mstep: Class 8 contains 2440 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 944 members 
Mstep: Class 11 contains 130752 members 
Mstep: Class 12 contains 10557 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39295 members 
Mstep: Class 15 contains 30862 members 
Mstep: Class 16 contains 68750 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1956 members 
Mstep: Class 20 contains 542372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304768.000000 Penalty: 173134.625000
Iteration 148Q: 21 clusters Score -2.333048e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 95975 members 
Mstep: Class 3 contains 47001 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20324 members 
Mstep: Class 6 contains 55189 members 
Mstep: Class 7 contains 319017 members 
Mstep: Class 8 contains 2440 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 944 members 
Mstep: Class 11 contains 130752 members 
Mstep: Class 12 contains 10554 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39293 members 
Mstep: Class 15 contains 30862 members 
Mstep: Class 16 contains 68746 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1956 members 
Mstep: Class 20 contains 542359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304672.000000 Penalty: 173134.625000
Iteration 149Q: 21 clusters Score -2.333047e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 95966 members 
Mstep: Class 3 contains 47000 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20324 members 
Mstep: Class 6 contains 55190 members 
Mstep: Class 7 contains 319050 members 
Mstep: Class 8 contains 2440 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 944 members 
Mstep: Class 11 contains 130761 members 
Mstep: Class 12 contains 10553 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39293 members 
Mstep: Class 15 contains 30865 members 
Mstep: Class 16 contains 68740 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1956 members 
Mstep: Class 20 contains 542330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304592.000000 Penalty: 173134.625000
Iteration 150Q: 21 clusters Score -2.333046e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 95962 members 
Mstep: Class 3 contains 46997 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20324 members 
Mstep: Class 6 contains 55188 members 
Mstep: Class 7 contains 319089 members 
Mstep: Class 8 contains 2440 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 944 members 
Mstep: Class 11 contains 130768 members 
Mstep: Class 12 contains 10551 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39293 members 
Mstep: Class 15 contains 30862 members 
Mstep: Class 16 contains 68734 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1956 members 
Mstep: Class 20 contains 542304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304544.000000 Penalty: 173134.625000
Iteration 151Q: 21 clusters Score -2.333045e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 95958 members 
Mstep: Class 3 contains 46999 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20324 members 
Mstep: Class 6 contains 55189 members 
Mstep: Class 7 contains 319113 members 
Mstep: Class 8 contains 2440 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130774 members 
Mstep: Class 12 contains 10551 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39295 members 
Mstep: Class 15 contains 30858 members 
Mstep: Class 16 contains 68733 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1957 members 
Mstep: Class 20 contains 542278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304416.000000 Penalty: 173134.625000
Iteration 152Q: 21 clusters Score -2.333044e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 95953 members 
Mstep: Class 3 contains 47004 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20324 members 
Mstep: Class 6 contains 55189 members 
Mstep: Class 7 contains 319139 members 
Mstep: Class 8 contains 2440 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130773 members 
Mstep: Class 12 contains 10550 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39294 members 
Mstep: Class 15 contains 30858 members 
Mstep: Class 16 contains 68731 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1957 members 
Mstep: Class 20 contains 542257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304528.000000 Penalty: 173134.625000
Iteration 153Q: 21 clusters Score -2.333045e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 95949 members 
Mstep: Class 3 contains 47009 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20324 members 
Mstep: Class 6 contains 55189 members 
Mstep: Class 7 contains 319164 members 
Mstep: Class 8 contains 2440 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130771 members 
Mstep: Class 12 contains 10549 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39293 members 
Mstep: Class 15 contains 30860 members 
Mstep: Class 16 contains 68726 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1957 members 
Mstep: Class 20 contains 542238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304576.000000 Penalty: 173134.625000
Iteration 154Q: 21 clusters Score -2.333046e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 95946 members 
Mstep: Class 3 contains 47012 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20324 members 
Mstep: Class 6 contains 55189 members 
Mstep: Class 7 contains 319189 members 
Mstep: Class 8 contains 2440 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130781 members 
Mstep: Class 12 contains 10547 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39291 members 
Mstep: Class 15 contains 30860 members 
Mstep: Class 16 contains 68715 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1957 members 
Mstep: Class 20 contains 542218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304640.000000 Penalty: 173134.625000
Iteration 155Q: 21 clusters Score -2.333046e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 95942 members 
Mstep: Class 3 contains 47015 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20324 members 
Mstep: Class 6 contains 55191 members 
Mstep: Class 7 contains 319208 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130782 members 
Mstep: Class 12 contains 10544 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39291 members 
Mstep: Class 15 contains 30859 members 
Mstep: Class 16 contains 68715 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1957 members 
Mstep: Class 20 contains 542200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304736.000000 Penalty: 173134.625000
Iteration 156Q: 21 clusters Score -2.333047e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 95941 members 
Mstep: Class 3 contains 47018 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20324 members 
Mstep: Class 6 contains 55193 members 
Mstep: Class 7 contains 319230 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130785 members 
Mstep: Class 12 contains 10541 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39290 members 
Mstep: Class 15 contains 30857 members 
Mstep: Class 16 contains 68712 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1957 members 
Mstep: Class 20 contains 542180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304800.000000 Penalty: 173134.625000
Iteration 157Q: 21 clusters Score -2.333048e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 95939 members 
Mstep: Class 3 contains 47021 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20324 members 
Mstep: Class 6 contains 55194 members 
Mstep: Class 7 contains 319270 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130784 members 
Mstep: Class 12 contains 10535 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39289 members 
Mstep: Class 15 contains 30858 members 
Mstep: Class 16 contains 68704 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1957 members 
Mstep: Class 20 contains 542153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304688.000000 Penalty: 173134.625000
Iteration 158Q: 21 clusters Score -2.333047e+08 nChanged 115
Entering ConstructFrom: 
Score: -233304688.000000 Penalty: 173134.625000
Entering ConstructFrom: 
Trying to split cluster 1 (3835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Entering Unmasked Estep 
Score: -594377.625000 Penalty: 5054.303711
	Iteration 0F: 2 clusters Score -594377.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -588414.375000 Penalty: 10108.607422
	Iteration 0F: 3 clusters Score -588414.4 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -590937.562500 Penalty: 10108.607422
	Iteration 1F: 3 clusters Score -590937.6 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -593663.875000 Penalty: 10108.607422
	Iteration 2F: 3 clusters Score -593663.9 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -595705.125000 Penalty: 10108.607422
	Iteration 3F: 3 clusters Score -595705.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -596331.812500 Penalty: 10108.607422
	Iteration 4F: 3 clusters Score -596331.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -596496.187500 Penalty: 10108.607422
	Iteration 5Q: 3 clusters Score -596496.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -596546.937500 Penalty: 10108.607422
	Iteration 6Q: 3 clusters Score -596546.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -596559.375000 Penalty: 10108.607422
	Iteration 7Q: 3 clusters Score -596559.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -596568.750000 Penalty: 10108.607422
	Iteration 8Q: 3 clusters Score -596568.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -596572.437500 Penalty: 10108.607422
	Iteration 9Q: 3 clusters Score -596572.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -596574.500000 Penalty: 10108.607422
	Iteration 10Q: 3 clusters Score -596574.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -596578.000000 Penalty: 10108.607422
	Iteration 11Q: 3 clusters Score -596578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -596580.875000 Penalty: 10108.607422
	Iteration 12Q: 3 clusters Score -596580.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -596580.875000 Penalty: 10108.607422
	Iteration 13F: 3 clusters Score -596580.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 95941 members 
Mstep: Class 3 contains 47022 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20324 members 
Mstep: Class 6 contains 55194 members 
Mstep: Class 7 contains 319319 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130790 members 
Mstep: Class 12 contains 10530 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39288 members 
Mstep: Class 15 contains 30857 members 
Mstep: Class 16 contains 68701 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1957 members 
Mstep: Class 20 contains 542105 members 
Mstep: Class 21 contains 693 members 
Entering Unmasked Estep 
Score: -233303184.000000 Penalty: 181791.359375
Splitting cluster 1 changes total score from -233304688.000000 to -233303184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (95941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95941 members 
Entering Unmasked Estep 
Score: -16191174.000000 Penalty: 7026.287109
	Iteration 0F: 2 clusters Score -1.619117e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48009 members 
Mstep: Class 2 contains 47932 members 
Entering Unmasked Estep 
Score: -16125703.000000 Penalty: 14052.574219
	Iteration 0F: 3 clusters Score -1.61257e+07 nChanged 43610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48561 members 
Mstep: Class 2 contains 47380 members 
Entering Unmasked Estep 
Score: -16149298.000000 Penalty: 14052.574219
	Iteration 1F: 3 clusters Score -1.61493e+07 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49039 members 
Mstep: Class 2 contains 46902 members 
Entering Unmasked Estep 
Score: -16150283.000000 Penalty: 14052.574219
	Iteration 2Q: 3 clusters Score -1.615028e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49699 members 
Mstep: Class 2 contains 46242 members 
Entering Unmasked Estep 
Score: -16151168.000000 Penalty: 14052.574219
	Iteration 3Q: 3 clusters Score -1.615117e+07 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50745 members 
Mstep: Class 2 contains 45196 members 
Entering Unmasked Estep 
Score: -16152094.000000 Penalty: 14052.574219
	Iteration 4Q: 3 clusters Score -1.615209e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52074 members 
Mstep: Class 2 contains 43867 members 
Entering Unmasked Estep 
Score: -16153064.000000 Penalty: 14052.574219
	Iteration 5Q: 3 clusters Score -1.615306e+07 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53924 members 
Mstep: Class 2 contains 42017 members 
Entering Unmasked Estep 
Score: -16154159.000000 Penalty: 14052.574219
	Iteration 6Q: 3 clusters Score -1.615416e+07 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56409 members 
Mstep: Class 2 contains 39532 members 
Entering Unmasked Estep 
Score: -16155573.000000 Penalty: 14052.574219
	Iteration 7Q: 3 clusters Score -1.615557e+07 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59751 members 
Mstep: Class 2 contains 36190 members 
Entering Unmasked Estep 
Score: -16157446.000000 Penalty: 14052.574219
	Iteration 8Q: 3 clusters Score -1.615745e+07 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63809 members 
Mstep: Class 2 contains 32132 members 
Entering Unmasked Estep 
Score: -16160126.000000 Penalty: 14052.574219
	Iteration 9F: 3 clusters Score -1.616013e+07 nChanged 5397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68528 members 
Mstep: Class 2 contains 27413 members 
Entering Unmasked Estep 
Score: -16163302.000000 Penalty: 14052.574219
	Iteration 10F: 3 clusters Score -1.61633e+07 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73691 members 
Mstep: Class 2 contains 22250 members 
Entering Unmasked Estep 
Score: -16166915.000000 Penalty: 14052.574219
	Iteration 11F: 3 clusters Score -1.616692e+07 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78790 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -16170581.000000 Penalty: 14052.574219
	Iteration 12F: 3 clusters Score -1.617058e+07 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83392 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -16174242.000000 Penalty: 14052.574219
	Iteration 13Q: 3 clusters Score -1.617424e+07 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87478 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -16177906.000000 Penalty: 14052.574219
	Iteration 14Q: 3 clusters Score -1.617791e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90679 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -16181271.000000 Penalty: 14052.574219
	Iteration 15Q: 3 clusters Score -1.618127e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92798 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -16183368.000000 Penalty: 14052.574219
	Iteration 16Q: 3 clusters Score -1.618337e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93855 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -16184456.000000 Penalty: 14052.574219
	Iteration 17Q: 3 clusters Score -1.618446e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94365 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -16184895.000000 Penalty: 14052.574219
	Iteration 18Q: 3 clusters Score -1.61849e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94633 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -16185214.000000 Penalty: 14052.574219
	Iteration 19Q: 3 clusters Score -1.618521e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94770 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -16185309.000000 Penalty: 14052.574219
	Iteration 20F: 3 clusters Score -1.618531e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94852 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -16185370.000000 Penalty: 14052.574219
	Iteration 21Q: 3 clusters Score -1.618537e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94879 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -16185422.000000 Penalty: 14052.574219
	Iteration 22Q: 3 clusters Score -1.618542e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94898 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -16185447.000000 Penalty: 14052.574219
	Iteration 23Q: 3 clusters Score -1.618545e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94910 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -16185451.000000 Penalty: 14052.574219
	Iteration 24Q: 3 clusters Score -1.618545e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94925 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -16185479.000000 Penalty: 14052.574219
	Iteration 25Q: 3 clusters Score -1.618548e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94940 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -16185482.000000 Penalty: 14052.574219
	Iteration 26Q: 3 clusters Score -1.618548e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94951 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -16185500.000000 Penalty: 14052.574219
	Iteration 27Q: 3 clusters Score -1.61855e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94960 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -16185500.000000 Penalty: 14052.574219
	Iteration 28Q: 3 clusters Score -1.61855e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94965 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -16185533.000000 Penalty: 14052.574219
	Iteration 29Q: 3 clusters Score -1.618553e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94966 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -16185538.000000 Penalty: 14052.574219
	Iteration 30Q: 3 clusters Score -1.618554e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94972 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -16185544.000000 Penalty: 14052.574219
	Iteration 31Q: 3 clusters Score -1.618554e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94977 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -16185547.000000 Penalty: 14052.574219
	Iteration 32Q: 3 clusters Score -1.618555e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94983 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -16185557.000000 Penalty: 14052.574219
	Iteration 33Q: 3 clusters Score -1.618556e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94986 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -16185561.000000 Penalty: 14052.574219
	Iteration 34Q: 3 clusters Score -1.618556e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94990 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -16185556.000000 Penalty: 14052.574219
	Iteration 35Q: 3 clusters Score -1.618556e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94993 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -16185566.000000 Penalty: 14052.574219
	Iteration 36Q: 3 clusters Score -1.618557e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94994 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -16185568.000000 Penalty: 14052.574219
	Iteration 37Q: 3 clusters Score -1.618557e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94996 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -16185565.000000 Penalty: 14052.574219
	Iteration 38Q: 3 clusters Score -1.618556e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94998 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -16185562.000000 Penalty: 14052.574219
	Iteration 39Q: 3 clusters Score -1.618556e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94999 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -16185579.000000 Penalty: 14052.574219
	Iteration 40F: 3 clusters Score -1.618558e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94999 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -16185584.000000 Penalty: 14052.574219
	Iteration 41Q: 3 clusters Score -1.618558e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94998 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -16185583.000000 Penalty: 14052.574219
	Iteration 42Q: 3 clusters Score -1.618558e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94998 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -16185592.000000 Penalty: 14052.574219
	Iteration 43Q: 3 clusters Score -1.618559e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94997 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -16185593.000000 Penalty: 14052.574219
	Iteration 44Q: 3 clusters Score -1.618559e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94997 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -16185593.000000 Penalty: 14052.574219
	Iteration 45F: 3 clusters Score -1.618559e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (47022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47022 members 
Entering Unmasked Estep 
Score: -8160973.000000 Penalty: 6589.501953
	Iteration 0F: 2 clusters Score -8160973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -8127250.000000 Penalty: 13179.003906
	Iteration 0F: 3 clusters Score -8127250 nChanged 20656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -8138104.500000 Penalty: 13179.003906
	Iteration 1F: 3 clusters Score -8138104 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24479 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -8139055.500000 Penalty: 13179.003906
	Iteration 2F: 3 clusters Score -8139056 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -8139859.500000 Penalty: 13179.003906
	Iteration 3Q: 3 clusters Score -8139860 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -8140636.500000 Penalty: 13179.003906
	Iteration 4Q: 3 clusters Score -8140636 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -8141781.000000 Penalty: 13179.003906
	Iteration 5Q: 3 clusters Score -8141781 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27926 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -8143602.500000 Penalty: 13179.003906
	Iteration 6F: 3 clusters Score -8143602 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29844 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -8146110.500000 Penalty: 13179.003906
	Iteration 7F: 3 clusters Score -8146110 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32294 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -8149105.000000 Penalty: 13179.003906
	Iteration 8F: 3 clusters Score -8149105 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34844 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -8151903.500000 Penalty: 13179.003906
	Iteration 9F: 3 clusters Score -8151904 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37243 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -8154363.000000 Penalty: 13179.003906
	Iteration 10F: 3 clusters Score -8154363 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39152 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -8156003.000000 Penalty: 13179.003906
	Iteration 11Q: 3 clusters Score -8156003 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40432 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -8156975.000000 Penalty: 13179.003906
	Iteration 12Q: 3 clusters Score -8156975 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41300 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -8157495.000000 Penalty: 13179.003906
	Iteration 13Q: 3 clusters Score -8157495 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41918 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -8157799.500000 Penalty: 13179.003906
	Iteration 14Q: 3 clusters Score -8157800 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42371 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -8158018.500000 Penalty: 13179.003906
	Iteration 15Q: 3 clusters Score -8158018 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42738 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -8158189.000000 Penalty: 13179.003906
	Iteration 16Q: 3 clusters Score -8158189 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43011 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -8158338.500000 Penalty: 13179.003906
	Iteration 17Q: 3 clusters Score -8158338 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43243 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -8158424.500000 Penalty: 13179.003906
	Iteration 18Q: 3 clusters Score -8158424 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43401 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -8158473.000000 Penalty: 13179.003906
	Iteration 19Q: 3 clusters Score -8158473 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43514 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -8158501.000000 Penalty: 13179.003906
	Iteration 20F: 3 clusters Score -8158501 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43597 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -8158525.500000 Penalty: 13179.003906
	Iteration 21Q: 3 clusters Score -8158526 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43661 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -8158528.500000 Penalty: 13179.003906
	Iteration 22Q: 3 clusters Score -8158528 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43705 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -8158547.500000 Penalty: 13179.003906
	Iteration 23Q: 3 clusters Score -8158548 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43730 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -8158526.000000 Penalty: 13179.003906
	Iteration 24Q: 3 clusters Score -8158526 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43756 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -8158544.000000 Penalty: 13179.003906
	Iteration 25Q: 3 clusters Score -8158544 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43778 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -8158554.000000 Penalty: 13179.003906
	Iteration 26Q: 3 clusters Score -8158554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43792 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -8158556.500000 Penalty: 13179.003906
	Iteration 27Q: 3 clusters Score -8158556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43804 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -8158577.500000 Penalty: 13179.003906
	Iteration 28Q: 3 clusters Score -8158578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43814 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -8158567.500000 Penalty: 13179.003906
	Iteration 29Q: 3 clusters Score -8158568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43822 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -8158581.500000 Penalty: 13179.003906
	Iteration 30Q: 3 clusters Score -8158582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43828 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -8158578.500000 Penalty: 13179.003906
	Iteration 31Q: 3 clusters Score -8158578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43834 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -8158583.500000 Penalty: 13179.003906
	Iteration 32Q: 3 clusters Score -8158584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43838 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -8158592.000000 Penalty: 13179.003906
	Iteration 33Q: 3 clusters Score -8158592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43841 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -8158591.500000 Penalty: 13179.003906
	Iteration 34Q: 3 clusters Score -8158592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43845 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -8158599.500000 Penalty: 13179.003906
	Iteration 35Q: 3 clusters Score -8158600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43847 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -8158600.000000 Penalty: 13179.003906
	Iteration 36Q: 3 clusters Score -8158600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43847 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -8158600.000000 Penalty: 13179.003906
	Iteration 37F: 3 clusters Score -8158600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Entering Unmasked Estep 
Score: -264311.937500 Penalty: 4540.317871
	Iteration 0F: 2 clusters Score -264311.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -259587.250000 Penalty: 9080.635742
	Iteration 0F: 3 clusters Score -259587.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -260133.640625 Penalty: 9080.635742
	Iteration 1F: 3 clusters Score -260133.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -260366.125000 Penalty: 9080.635742
	Iteration 2F: 3 clusters Score -260366.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -260511.187500 Penalty: 9080.635742
	Iteration 3Q: 3 clusters Score -260511.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -260601.984375 Penalty: 9080.635742
	Iteration 4Q: 3 clusters Score -260602 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -260681.937500 Penalty: 9080.635742
	Iteration 5Q: 3 clusters Score -260681.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -260739.531250 Penalty: 9080.635742
	Iteration 6Q: 3 clusters Score -260739.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -260777.765625 Penalty: 9080.635742
	Iteration 7Q: 3 clusters Score -260777.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -260801.359375 Penalty: 9080.635742
	Iteration 8Q: 3 clusters Score -260801.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -260821.968750 Penalty: 9080.635742
	Iteration 9Q: 3 clusters Score -260822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -260858.500000 Penalty: 9080.635742
	Iteration 10Q: 3 clusters Score -260858.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -260887.906250 Penalty: 9080.635742
	Iteration 11Q: 3 clusters Score -260887.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -260900.000000 Penalty: 9080.635742
	Iteration 12Q: 3 clusters Score -260900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -260923.312500 Penalty: 9080.635742
	Iteration 13Q: 3 clusters Score -260923.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -260933.218750 Penalty: 9080.635742
	Iteration 14Q: 3 clusters Score -260933.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -260945.890625 Penalty: 9080.635742
	Iteration 15Q: 3 clusters Score -260945.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -260963.125000 Penalty: 9080.635742
	Iteration 16Q: 3 clusters Score -260963.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -260991.265625 Penalty: 9080.635742
	Iteration 17Q: 3 clusters Score -260991.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -261024.500000 Penalty: 9080.635742
	Iteration 18Q: 3 clusters Score -261024.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -261039.296875 Penalty: 9080.635742
	Iteration 19Q: 3 clusters Score -261039.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -261045.734375 Penalty: 9080.635742
	Iteration 20F: 3 clusters Score -261045.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -261051.625000 Penalty: 9080.635742
	Iteration 21Q: 3 clusters Score -261051.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -261062.093750 Penalty: 9080.635742
	Iteration 22Q: 3 clusters Score -261062.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -261078.921875 Penalty: 9080.635742
	Iteration 23Q: 3 clusters Score -261078.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -261095.015625 Penalty: 9080.635742
	Iteration 24Q: 3 clusters Score -261095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -261104.171875 Penalty: 9080.635742
	Iteration 25Q: 3 clusters Score -261104.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -261108.906250 Penalty: 9080.635742
	Iteration 26Q: 3 clusters Score -261108.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -261113.890625 Penalty: 9080.635742
	Iteration 27Q: 3 clusters Score -261113.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -261119.250000 Penalty: 9080.635742
	Iteration 28Q: 3 clusters Score -261119.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -261123.625000 Penalty: 9080.635742
	Iteration 29Q: 3 clusters Score -261123.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -261126.031250 Penalty: 9080.635742
	Iteration 30Q: 3 clusters Score -261126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -261129.421875 Penalty: 9080.635742
	Iteration 31Q: 3 clusters Score -261129.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -261129.421875 Penalty: 9080.635742
	Iteration 32F: 3 clusters Score -261129.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (20324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Entering Unmasked Estep 
Score: -3529136.000000 Penalty: 6075.729004
	Iteration 0F: 2 clusters Score -3529136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -3512377.500000 Penalty: 12151.458008
	Iteration 0F: 3 clusters Score -3512378 nChanged 8267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -3516821.750000 Penalty: 12151.458008
	Iteration 1F: 3 clusters Score -3516822 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -3517430.750000 Penalty: 12151.458008
	Iteration 2F: 3 clusters Score -3517431 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -3517905.750000 Penalty: 12151.458008
	Iteration 3Q: 3 clusters Score -3517906 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -3518365.000000 Penalty: 12151.458008
	Iteration 4Q: 3 clusters Score -3518365 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -3518820.000000 Penalty: 12151.458008
	Iteration 5Q: 3 clusters Score -3518820 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -3519310.750000 Penalty: 12151.458008
	Iteration 6Q: 3 clusters Score -3519311 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -3519761.000000 Penalty: 12151.458008
	Iteration 7Q: 3 clusters Score -3519761 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -3520199.250000 Penalty: 12151.458008
	Iteration 8Q: 3 clusters Score -3520199 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -3520554.750000 Penalty: 12151.458008
	Iteration 9Q: 3 clusters Score -3520555 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -3520913.500000 Penalty: 12151.458008
	Iteration 10Q: 3 clusters Score -3520914 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -3521193.000000 Penalty: 12151.458008
	Iteration 11Q: 3 clusters Score -3521193 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -3521479.500000 Penalty: 12151.458008
	Iteration 12Q: 3 clusters Score -3521480 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -3521750.250000 Penalty: 12151.458008
	Iteration 13Q: 3 clusters Score -3521750 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -3521984.000000 Penalty: 12151.458008
	Iteration 14Q: 3 clusters Score -3521984 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -3522227.000000 Penalty: 12151.458008
	Iteration 15Q: 3 clusters Score -3522227 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -3522450.750000 Penalty: 12151.458008
	Iteration 16Q: 3 clusters Score -3522451 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -3522619.750000 Penalty: 12151.458008
	Iteration 17Q: 3 clusters Score -3522620 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -3522799.000000 Penalty: 12151.458008
	Iteration 18Q: 3 clusters Score -3522799 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -3522937.000000 Penalty: 12151.458008
	Iteration 19Q: 3 clusters Score -3522937 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -3523077.750000 Penalty: 12151.458008
	Iteration 20F: 3 clusters Score -3523078 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -3523191.000000 Penalty: 12151.458008
	Iteration 21Q: 3 clusters Score -3523191 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -3523288.500000 Penalty: 12151.458008
	Iteration 22Q: 3 clusters Score -3523288 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -3523397.500000 Penalty: 12151.458008
	Iteration 23Q: 3 clusters Score -3523398 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -3523480.500000 Penalty: 12151.458008
	Iteration 24Q: 3 clusters Score -3523480 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -3523570.500000 Penalty: 12151.458008
	Iteration 25Q: 3 clusters Score -3523570 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -3523629.000000 Penalty: 12151.458008
	Iteration 26Q: 3 clusters Score -3523629 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -3523677.500000 Penalty: 12151.458008
	Iteration 27Q: 3 clusters Score -3523678 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -3523754.000000 Penalty: 12151.458008
	Iteration 28Q: 3 clusters Score -3523754 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -3523796.750000 Penalty: 12151.458008
	Iteration 29Q: 3 clusters Score -3523797 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -3523848.000000 Penalty: 12151.458008
	Iteration 30Q: 3 clusters Score -3523848 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -3523894.250000 Penalty: 12151.458008
	Iteration 31Q: 3 clusters Score -3523894 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -3523939.750000 Penalty: 12151.458008
	Iteration 32Q: 3 clusters Score -3523940 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -3523987.500000 Penalty: 12151.458008
	Iteration 33Q: 3 clusters Score -3523988 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -3524024.000000 Penalty: 12151.458008
	Iteration 34Q: 3 clusters Score -3524024 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -3524045.000000 Penalty: 12151.458008
	Iteration 35Q: 3 clusters Score -3524045 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -3524090.500000 Penalty: 12151.458008
	Iteration 36Q: 3 clusters Score -3524090 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -3524133.750000 Penalty: 12151.458008
	Iteration 37Q: 3 clusters Score -3524134 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -3524177.500000 Penalty: 12151.458008
	Iteration 38Q: 3 clusters Score -3524178 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -3524229.500000 Penalty: 12151.458008
	Iteration 39Q: 3 clusters Score -3524230 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -3524264.750000 Penalty: 12151.458008
	Iteration 40F: 3 clusters Score -3524265 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -3524302.250000 Penalty: 12151.458008
	Iteration 41Q: 3 clusters Score -3524302 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -3524343.250000 Penalty: 12151.458008
	Iteration 42Q: 3 clusters Score -3524343 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -3524384.000000 Penalty: 12151.458008
	Iteration 43Q: 3 clusters Score -3524384 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -3524410.500000 Penalty: 12151.458008
	Iteration 44Q: 3 clusters Score -3524410 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -3524429.000000 Penalty: 12151.458008
	Iteration 45Q: 3 clusters Score -3524429 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -3524457.750000 Penalty: 12151.458008
	Iteration 46Q: 3 clusters Score -3524458 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -3524470.750000 Penalty: 12151.458008
	Iteration 47Q: 3 clusters Score -3524471 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -3524498.000000 Penalty: 12151.458008
	Iteration 48Q: 3 clusters Score -3524498 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -3524511.000000 Penalty: 12151.458008
	Iteration 49Q: 3 clusters Score -3524511 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -3524531.750000 Penalty: 12151.458008
	Iteration 50Q: 3 clusters Score -3524532 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -3524559.500000 Penalty: 12151.458008
	Iteration 51Q: 3 clusters Score -3524560 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -3524579.250000 Penalty: 12151.458008
	Iteration 52Q: 3 clusters Score -3524579 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -3524608.750000 Penalty: 12151.458008
	Iteration 53Q: 3 clusters Score -3524609 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -3524636.750000 Penalty: 12151.458008
	Iteration 54Q: 3 clusters Score -3524637 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -3524659.500000 Penalty: 12151.458008
	Iteration 55Q: 3 clusters Score -3524660 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -3524672.000000 Penalty: 12151.458008
	Iteration 56Q: 3 clusters Score -3524672 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -3524686.750000 Penalty: 12151.458008
	Iteration 57Q: 3 clusters Score -3524687 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -3524709.750000 Penalty: 12151.458008
	Iteration 58Q: 3 clusters Score -3524710 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -3524723.000000 Penalty: 12151.458008
	Iteration 59Q: 3 clusters Score -3524723 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -3524733.500000 Penalty: 12151.458008
	Iteration 60F: 3 clusters Score -3524734 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -3524748.500000 Penalty: 12151.458008
	Iteration 61Q: 3 clusters Score -3524748 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -3524753.500000 Penalty: 12151.458008
	Iteration 62Q: 3 clusters Score -3524754 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -3524765.500000 Penalty: 12151.458008
	Iteration 63Q: 3 clusters Score -3524766 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -3524768.250000 Penalty: 12151.458008
	Iteration 64Q: 3 clusters Score -3524768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -3524781.250000 Penalty: 12151.458008
	Iteration 65Q: 3 clusters Score -3524781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -3524789.250000 Penalty: 12151.458008
	Iteration 66Q: 3 clusters Score -3524789 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -3524791.250000 Penalty: 12151.458008
	Iteration 67Q: 3 clusters Score -3524791 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -3524800.250000 Penalty: 12151.458008
	Iteration 68Q: 3 clusters Score -3524800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -3524802.750000 Penalty: 12151.458008
	Iteration 69Q: 3 clusters Score -3524803 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -3524814.250000 Penalty: 12151.458008
	Iteration 70Q: 3 clusters Score -3524814 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -3524819.750000 Penalty: 12151.458008
	Iteration 71Q: 3 clusters Score -3524820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -3524817.750000 Penalty: 12151.458008
	Iteration 72Q: 3 clusters Score -3524818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -3524819.500000 Penalty: 12151.458008
	Iteration 73Q: 3 clusters Score -3524820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -3524826.500000 Penalty: 12151.458008
	Iteration 74Q: 3 clusters Score -3524826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -3524822.250000 Penalty: 12151.458008
	Iteration 75Q: 3 clusters Score -3524822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -3524822.500000 Penalty: 12151.458008
	Iteration 76Q: 3 clusters Score -3524822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -3524825.250000 Penalty: 12151.458008
	Iteration 77Q: 3 clusters Score -3524825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -3524823.750000 Penalty: 12151.458008
	Iteration 78Q: 3 clusters Score -3524824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -3524832.750000 Penalty: 12151.458008
	Iteration 79Q: 3 clusters Score -3524833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -3524831.500000 Penalty: 12151.458008
	Iteration 80F: 3 clusters Score -3524832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -3524829.250000 Penalty: 12151.458008
	Iteration 81Q: 3 clusters Score -3524829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -3524827.750000 Penalty: 12151.458008
	Iteration 82Q: 3 clusters Score -3524828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -3524831.250000 Penalty: 12151.458008
	Iteration 83Q: 3 clusters Score -3524831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -3524835.500000 Penalty: 12151.458008
	Iteration 84Q: 3 clusters Score -3524836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -3524837.000000 Penalty: 12151.458008
	Iteration 85Q: 3 clusters Score -3524837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -3524842.250000 Penalty: 12151.458008
	Iteration 86Q: 3 clusters Score -3524842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -3524836.250000 Penalty: 12151.458008
	Iteration 87Q: 3 clusters Score -3524836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -3524839.500000 Penalty: 12151.458008
	Iteration 88Q: 3 clusters Score -3524840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -3524841.000000 Penalty: 12151.458008
	Iteration 89Q: 3 clusters Score -3524841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -3524842.750000 Penalty: 12151.458008
	Iteration 90Q: 3 clusters Score -3524843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -3524840.000000 Penalty: 12151.458008
	Iteration 91Q: 3 clusters Score -3524840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -3524844.500000 Penalty: 12151.458008
	Iteration 92Q: 3 clusters Score -3524844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -3524845.750000 Penalty: 12151.458008
	Iteration 93Q: 3 clusters Score -3524846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -3524846.750000 Penalty: 12151.458008
	Iteration 94Q: 3 clusters Score -3524847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -3524849.250000 Penalty: 12151.458008
	Iteration 95Q: 3 clusters Score -3524849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -3524849.250000 Penalty: 12151.458008
	Iteration 96F: 3 clusters Score -3524849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (55194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55194 members 
Entering Unmasked Estep 
Score: -9605504.000000 Penalty: 6687.648438
	Iteration 0F: 2 clusters Score -9605504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 27647 members 
Entering Unmasked Estep 
Score: -9566655.000000 Penalty: 13375.296875
	Iteration 0F: 3 clusters Score -9566655 nChanged 24389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27286 members 
Mstep: Class 2 contains 27908 members 
Entering Unmasked Estep 
Score: -9579642.000000 Penalty: 13375.296875
	Iteration 1F: 3 clusters Score -9579642 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -9580492.000000 Penalty: 13375.296875
	Iteration 2Q: 3 clusters Score -9580492 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 28395 members 
Entering Unmasked Estep 
Score: -9581165.000000 Penalty: 13375.296875
	Iteration 3Q: 3 clusters Score -9581165 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26499 members 
Mstep: Class 2 contains 28695 members 
Entering Unmasked Estep 
Score: -9581830.000000 Penalty: 13375.296875
	Iteration 4Q: 3 clusters Score -9581830 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 29079 members 
Entering Unmasked Estep 
Score: -9582438.000000 Penalty: 13375.296875
	Iteration 5Q: 3 clusters Score -9582438 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 29494 members 
Entering Unmasked Estep 
Score: -9583025.000000 Penalty: 13375.296875
	Iteration 6Q: 3 clusters Score -9583025 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 30029 members 
Entering Unmasked Estep 
Score: -9583713.000000 Penalty: 13375.296875
	Iteration 7Q: 3 clusters Score -9583713 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 30716 members 
Entering Unmasked Estep 
Score: -9584411.000000 Penalty: 13375.296875
	Iteration 8Q: 3 clusters Score -9584411 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 31487 members 
Entering Unmasked Estep 
Score: -9585059.000000 Penalty: 13375.296875
	Iteration 9Q: 3 clusters Score -9585059 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 32372 members 
Entering Unmasked Estep 
Score: -9585816.000000 Penalty: 13375.296875
	Iteration 10Q: 3 clusters Score -9585816 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 33439 members 
Entering Unmasked Estep 
Score: -9586692.000000 Penalty: 13375.296875
	Iteration 11Q: 3 clusters Score -9586692 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 34661 members 
Entering Unmasked Estep 
Score: -9587692.000000 Penalty: 13375.296875
	Iteration 12Q: 3 clusters Score -9587692 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 36069 members 
Entering Unmasked Estep 
Score: -9588715.000000 Penalty: 13375.296875
	Iteration 13Q: 3 clusters Score -9588715 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 37584 members 
Entering Unmasked Estep 
Score: -9589928.000000 Penalty: 13375.296875
	Iteration 14Q: 3 clusters Score -9589928 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 39212 members 
Entering Unmasked Estep 
Score: -9591180.000000 Penalty: 13375.296875
	Iteration 15Q: 3 clusters Score -9591180 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 40895 members 
Entering Unmasked Estep 
Score: -9592520.000000 Penalty: 13375.296875
	Iteration 16Q: 3 clusters Score -9592520 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 42485 members 
Entering Unmasked Estep 
Score: -9593702.000000 Penalty: 13375.296875
	Iteration 17Q: 3 clusters Score -9593702 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 44006 members 
Entering Unmasked Estep 
Score: -9594744.000000 Penalty: 13375.296875
	Iteration 18Q: 3 clusters Score -9594744 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 45352 members 
Entering Unmasked Estep 
Score: -9595683.000000 Penalty: 13375.296875
	Iteration 19Q: 3 clusters Score -9595683 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 46524 members 
Entering Unmasked Estep 
Score: -9596300.000000 Penalty: 13375.296875
	Iteration 20F: 3 clusters Score -9596300 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 47533 members 
Entering Unmasked Estep 
Score: -9596829.000000 Penalty: 13375.296875
	Iteration 21Q: 3 clusters Score -9596829 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 48379 members 
Entering Unmasked Estep 
Score: -9597271.000000 Penalty: 13375.296875
	Iteration 22Q: 3 clusters Score -9597271 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 49107 members 
Entering Unmasked Estep 
Score: -9597667.000000 Penalty: 13375.296875
	Iteration 23Q: 3 clusters Score -9597667 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 49738 members 
Entering Unmasked Estep 
Score: -9597997.000000 Penalty: 13375.296875
	Iteration 24Q: 3 clusters Score -9597997 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 50264 members 
Entering Unmasked Estep 
Score: -9598218.000000 Penalty: 13375.296875
	Iteration 25Q: 3 clusters Score -9598218 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 50663 members 
Entering Unmasked Estep 
Score: -9598406.000000 Penalty: 13375.296875
	Iteration 26Q: 3 clusters Score -9598406 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 51001 members 
Entering Unmasked Estep 
Score: -9598548.000000 Penalty: 13375.296875
	Iteration 27Q: 3 clusters Score -9598548 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 51301 members 
Entering Unmasked Estep 
Score: -9598690.000000 Penalty: 13375.296875
	Iteration 28Q: 3 clusters Score -9598690 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 51558 members 
Entering Unmasked Estep 
Score: -9598826.000000 Penalty: 13375.296875
	Iteration 29Q: 3 clusters Score -9598826 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 51791 members 
Entering Unmasked Estep 
Score: -9598915.000000 Penalty: 13375.296875
	Iteration 30Q: 3 clusters Score -9598915 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 51980 members 
Entering Unmasked Estep 
Score: -9599011.000000 Penalty: 13375.296875
	Iteration 31Q: 3 clusters Score -9599011 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 52129 members 
Entering Unmasked Estep 
Score: -9599075.000000 Penalty: 13375.296875
	Iteration 32Q: 3 clusters Score -9599075 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 52270 members 
Entering Unmasked Estep 
Score: -9599135.000000 Penalty: 13375.296875
	Iteration 33Q: 3 clusters Score -9599135 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 52384 members 
Entering Unmasked Estep 
Score: -9599186.000000 Penalty: 13375.296875
	Iteration 34Q: 3 clusters Score -9599186 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 52494 members 
Entering Unmasked Estep 
Score: -9599225.000000 Penalty: 13375.296875
	Iteration 35Q: 3 clusters Score -9599225 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 52597 members 
Entering Unmasked Estep 
Score: -9599277.000000 Penalty: 13375.296875
	Iteration 36Q: 3 clusters Score -9599277 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 52679 members 
Entering Unmasked Estep 
Score: -9599304.000000 Penalty: 13375.296875
	Iteration 37Q: 3 clusters Score -9599304 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 52769 members 
Entering Unmasked Estep 
Score: -9599339.000000 Penalty: 13375.296875
	Iteration 38Q: 3 clusters Score -9599339 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 52842 members 
Entering Unmasked Estep 
Score: -9599387.000000 Penalty: 13375.296875
	Iteration 39Q: 3 clusters Score -9599387 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 52904 members 
Entering Unmasked Estep 
Score: -9599417.000000 Penalty: 13375.296875
	Iteration 40F: 3 clusters Score -9599417 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 52970 members 
Entering Unmasked Estep 
Score: -9599430.000000 Penalty: 13375.296875
	Iteration 41Q: 3 clusters Score -9599430 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 53029 members 
Entering Unmasked Estep 
Score: -9599469.000000 Penalty: 13375.296875
	Iteration 42Q: 3 clusters Score -9599469 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 53091 members 
Entering Unmasked Estep 
Score: -9599518.000000 Penalty: 13375.296875
	Iteration 43Q: 3 clusters Score -9599518 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 53146 members 
Entering Unmasked Estep 
Score: -9599530.000000 Penalty: 13375.296875
	Iteration 44Q: 3 clusters Score -9599530 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 53191 members 
Entering Unmasked Estep 
Score: -9599556.000000 Penalty: 13375.296875
	Iteration 45Q: 3 clusters Score -9599556 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 53224 members 
Entering Unmasked Estep 
Score: -9599576.000000 Penalty: 13375.296875
	Iteration 46Q: 3 clusters Score -9599576 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 53255 members 
Entering Unmasked Estep 
Score: -9599594.000000 Penalty: 13375.296875
	Iteration 47Q: 3 clusters Score -9599594 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 53272 members 
Entering Unmasked Estep 
Score: -9599610.000000 Penalty: 13375.296875
	Iteration 48Q: 3 clusters Score -9599610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 53286 members 
Entering Unmasked Estep 
Score: -9599623.000000 Penalty: 13375.296875
	Iteration 49Q: 3 clusters Score -9599623 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 53301 members 
Entering Unmasked Estep 
Score: -9599626.000000 Penalty: 13375.296875
	Iteration 50Q: 3 clusters Score -9599626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 53312 members 
Entering Unmasked Estep 
Score: -9599616.000000 Penalty: 13375.296875
	Iteration 51Q: 3 clusters Score -9599616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 53326 members 
Entering Unmasked Estep 
Score: -9599619.000000 Penalty: 13375.296875
	Iteration 52Q: 3 clusters Score -9599619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 53334 members 
Entering Unmasked Estep 
Score: -9599630.000000 Penalty: 13375.296875
	Iteration 53Q: 3 clusters Score -9599630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 53345 members 
Entering Unmasked Estep 
Score: -9599635.000000 Penalty: 13375.296875
	Iteration 54Q: 3 clusters Score -9599635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 53351 members 
Entering Unmasked Estep 
Score: -9599639.000000 Penalty: 13375.296875
	Iteration 55Q: 3 clusters Score -9599639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 53355 members 
Entering Unmasked Estep 
Score: -9599642.000000 Penalty: 13375.296875
	Iteration 56Q: 3 clusters Score -9599642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 53360 members 
Entering Unmasked Estep 
Score: -9599643.000000 Penalty: 13375.296875
	Iteration 57Q: 3 clusters Score -9599643 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 53368 members 
Entering Unmasked Estep 
Score: -9599642.000000 Penalty: 13375.296875
	Iteration 58Q: 3 clusters Score -9599642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 53380 members 
Entering Unmasked Estep 
Score: -9599649.000000 Penalty: 13375.296875
	Iteration 59Q: 3 clusters Score -9599649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 53384 members 
Entering Unmasked Estep 
Score: -9599656.000000 Penalty: 13375.296875
	Iteration 60F: 3 clusters Score -9599656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 53389 members 
Entering Unmasked Estep 
Score: -9599657.000000 Penalty: 13375.296875
	Iteration 61Q: 3 clusters Score -9599657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 53391 members 
Entering Unmasked Estep 
Score: -9599650.000000 Penalty: 13375.296875
	Iteration 62Q: 3 clusters Score -9599650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 53393 members 
Entering Unmasked Estep 
Score: -9599658.000000 Penalty: 13375.296875
	Iteration 63Q: 3 clusters Score -9599658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 53394 members 
Entering Unmasked Estep 
Score: -9599659.000000 Penalty: 13375.296875
	Iteration 64Q: 3 clusters Score -9599659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 53395 members 
Entering Unmasked Estep 
Score: -9599657.000000 Penalty: 13375.296875
	Iteration 65Q: 3 clusters Score -9599657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 53397 members 
Entering Unmasked Estep 
Score: -9599662.000000 Penalty: 13375.296875
	Iteration 66Q: 3 clusters Score -9599662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 53400 members 
Entering Unmasked Estep 
Score: -9599658.000000 Penalty: 13375.296875
	Iteration 67Q: 3 clusters Score -9599658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 53402 members 
Entering Unmasked Estep 
Score: -9599655.000000 Penalty: 13375.296875
	Iteration 68Q: 3 clusters Score -9599655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 53404 members 
Entering Unmasked Estep 
Score: -9599656.000000 Penalty: 13375.296875
	Iteration 69Q: 3 clusters Score -9599656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 53406 members 
Entering Unmasked Estep 
Score: -9599666.000000 Penalty: 13375.296875
	Iteration 70Q: 3 clusters Score -9599666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 53409 members 
Entering Unmasked Estep 
Score: -9599670.000000 Penalty: 13375.296875
	Iteration 71Q: 3 clusters Score -9599670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 53410 members 
Entering Unmasked Estep 
Score: -9599664.000000 Penalty: 13375.296875
	Iteration 72Q: 3 clusters Score -9599664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 53411 members 
Entering Unmasked Estep 
Score: -9599671.000000 Penalty: 13375.296875
	Iteration 73Q: 3 clusters Score -9599671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 53411 members 
Entering Unmasked Estep 
Score: -9599671.000000 Penalty: 13375.296875
	Iteration 74F: 3 clusters Score -9599671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (319319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319319 members 
Entering Unmasked Estep 
Score: -54945744.000000 Penalty: 7762.791504
	Iteration 0F: 2 clusters Score -5.494574e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160013 members 
Mstep: Class 2 contains 159306 members 
Entering Unmasked Estep 
Score: -54738396.000000 Penalty: 15525.583008
	Iteration 0F: 3 clusters Score -5.47384e+07 nChanged 151767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165042 members 
Mstep: Class 2 contains 154277 members 
Entering Unmasked Estep 
Score: -54827084.000000 Penalty: 15525.583008
	Iteration 1F: 3 clusters Score -5.482708e+07 nChanged 10875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169059 members 
Mstep: Class 2 contains 150260 members 
Entering Unmasked Estep 
Score: -54830184.000000 Penalty: 15525.583008
	Iteration 2Q: 3 clusters Score -5.483018e+07 nChanged 12627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175340 members 
Mstep: Class 2 contains 143979 members 
Entering Unmasked Estep 
Score: -54834464.000000 Penalty: 15525.583008
	Iteration 3Q: 3 clusters Score -5.483446e+07 nChanged 15826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184936 members 
Mstep: Class 2 contains 134383 members 
Entering Unmasked Estep 
Score: -54841244.000000 Penalty: 15525.583008
	Iteration 4Q: 3 clusters Score -5.484124e+07 nChanged 19572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198578 members 
Mstep: Class 2 contains 120741 members 
Entering Unmasked Estep 
Score: -54852680.000000 Penalty: 15525.583008
	Iteration 5F: 3 clusters Score -5.485268e+07 nChanged 22898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216712 members 
Mstep: Class 2 contains 102607 members 
Entering Unmasked Estep 
Score: -54868000.000000 Penalty: 15525.583008
	Iteration 6F: 3 clusters Score -5.4868e+07 nChanged 24374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237872 members 
Mstep: Class 2 contains 81447 members 
Entering Unmasked Estep 
Score: -54885912.000000 Penalty: 15525.583008
	Iteration 7F: 3 clusters Score -5.488591e+07 nChanged 22680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258914 members 
Mstep: Class 2 contains 60405 members 
Entering Unmasked Estep 
Score: -54903116.000000 Penalty: 15525.583008
	Iteration 8F: 3 clusters Score -5.490312e+07 nChanged 18184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276392 members 
Mstep: Class 2 contains 42927 members 
Entering Unmasked Estep 
Score: -54916780.000000 Penalty: 15525.583008
	Iteration 9F: 3 clusters Score -5.491678e+07 nChanged 12435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288457 members 
Mstep: Class 2 contains 30862 members 
Entering Unmasked Estep 
Score: -54926072.000000 Penalty: 15525.583008
	Iteration 10Q: 3 clusters Score -5.492607e+07 nChanged 7951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296094 members 
Mstep: Class 2 contains 23225 members 
Entering Unmasked Estep 
Score: -54931872.000000 Penalty: 15525.583008
	Iteration 11Q: 3 clusters Score -5.493187e+07 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300981 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -54935084.000000 Penalty: 15525.583008
	Iteration 12Q: 3 clusters Score -5.493508e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304333 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -54936876.000000 Penalty: 15525.583008
	Iteration 13Q: 3 clusters Score -5.493688e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306785 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -54937920.000000 Penalty: 15525.583008
	Iteration 14Q: 3 clusters Score -5.493792e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308595 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -54938660.000000 Penalty: 15525.583008
	Iteration 15Q: 3 clusters Score -5.493866e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310086 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -54939220.000000 Penalty: 15525.583008
	Iteration 16Q: 3 clusters Score -5.493922e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311236 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -54939656.000000 Penalty: 15525.583008
	Iteration 17Q: 3 clusters Score -5.493966e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312144 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -54939968.000000 Penalty: 15525.583008
	Iteration 18Q: 3 clusters Score -5.493997e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312882 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -54940060.000000 Penalty: 15525.583008
	Iteration 19Q: 3 clusters Score -5.494006e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313451 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -54940136.000000 Penalty: 15525.583008
	Iteration 20F: 3 clusters Score -5.494014e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313871 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -54940376.000000 Penalty: 15525.583008
	Iteration 21Q: 3 clusters Score -5.494038e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314217 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -54940512.000000 Penalty: 15525.583008
	Iteration 22Q: 3 clusters Score -5.494051e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314511 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -54940568.000000 Penalty: 15525.583008
	Iteration 23Q: 3 clusters Score -5.494057e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314743 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -54940688.000000 Penalty: 15525.583008
	Iteration 24Q: 3 clusters Score -5.494069e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314956 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -54940824.000000 Penalty: 15525.583008
	Iteration 25Q: 3 clusters Score -5.494082e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315129 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -54940836.000000 Penalty: 15525.583008
	Iteration 26Q: 3 clusters Score -5.494084e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315263 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -54940808.000000 Penalty: 15525.583008
	Iteration 27Q: 3 clusters Score -5.494081e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315377 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -54940812.000000 Penalty: 15525.583008
	Iteration 28Q: 3 clusters Score -5.494081e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315471 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -54940804.000000 Penalty: 15525.583008
	Iteration 29Q: 3 clusters Score -5.49408e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315566 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -54940752.000000 Penalty: 15525.583008
	Iteration 30Q: 3 clusters Score -5.494075e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315638 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -54940776.000000 Penalty: 15525.583008
	Iteration 31Q: 3 clusters Score -5.494078e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315686 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -54940764.000000 Penalty: 15525.583008
	Iteration 32Q: 3 clusters Score -5.494076e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315739 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -54940780.000000 Penalty: 15525.583008
	Iteration 33Q: 3 clusters Score -5.494078e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315770 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -54940780.000000 Penalty: 15525.583008
	Iteration 34Q: 3 clusters Score -5.494078e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315784 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -54940792.000000 Penalty: 15525.583008
	Iteration 35Q: 3 clusters Score -5.494079e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315805 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -54940808.000000 Penalty: 15525.583008
	Iteration 36Q: 3 clusters Score -5.494081e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315817 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -54940812.000000 Penalty: 15525.583008
	Iteration 37Q: 3 clusters Score -5.494081e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315828 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -54940796.000000 Penalty: 15525.583008
	Iteration 38Q: 3 clusters Score -5.49408e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315834 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -54940780.000000 Penalty: 15525.583008
	Iteration 39Q: 3 clusters Score -5.494078e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315837 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -54940800.000000 Penalty: 15525.583008
	Iteration 40F: 3 clusters Score -5.49408e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315841 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -54940784.000000 Penalty: 15525.583008
	Iteration 41Q: 3 clusters Score -5.494078e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315849 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -54940796.000000 Penalty: 15525.583008
	Iteration 42Q: 3 clusters Score -5.49408e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315855 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -54940792.000000 Penalty: 15525.583008
	Iteration 43Q: 3 clusters Score -5.494079e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315862 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -54940752.000000 Penalty: 15525.583008
	Iteration 44Q: 3 clusters Score -5.494075e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315869 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -54940764.000000 Penalty: 15525.583008
	Iteration 45Q: 3 clusters Score -5.494076e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315875 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -54940744.000000 Penalty: 15525.583008
	Iteration 46Q: 3 clusters Score -5.494074e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315879 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -54940744.000000 Penalty: 15525.583008
	Iteration 47Q: 3 clusters Score -5.494074e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315881 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -54940736.000000 Penalty: 15525.583008
	Iteration 48Q: 3 clusters Score -5.494074e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315885 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -54940748.000000 Penalty: 15525.583008
	Iteration 49Q: 3 clusters Score -5.494075e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315888 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -54940740.000000 Penalty: 15525.583008
	Iteration 50Q: 3 clusters Score -5.494074e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315890 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -54940744.000000 Penalty: 15525.583008
	Iteration 51Q: 3 clusters Score -5.494074e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315891 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -54940732.000000 Penalty: 15525.583008
	Iteration 52Q: 3 clusters Score -5.494073e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315892 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -54940732.000000 Penalty: 15525.583008
	Iteration 53Q: 3 clusters Score -5.494073e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315892 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -54940732.000000 Penalty: 15525.583008
	Iteration 54F: 3 clusters Score -5.494073e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Entering Unmasked Estep 
Score: -391410.000000 Penalty: 4777.600098
	Iteration 0F: 2 clusters Score -391410 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 1213 members 
Entering Unmasked Estep 
Score: -386137.812500 Penalty: 9555.200195
	Iteration 0F: 3 clusters Score -386137.8 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -386814.343750 Penalty: 9555.200195
	Iteration 1F: 3 clusters Score -386814.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -387040.437500 Penalty: 9555.200195
	Iteration 2F: 3 clusters Score -387040.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -387198.250000 Penalty: 9555.200195
	Iteration 3Q: 3 clusters Score -387198.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -387364.718750 Penalty: 9555.200195
	Iteration 4Q: 3 clusters Score -387364.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -387574.343750 Penalty: 9555.200195
	Iteration 5Q: 3 clusters Score -387574.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -387824.125000 Penalty: 9555.200195
	Iteration 6Q: 3 clusters Score -387824.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -388079.343750 Penalty: 9555.200195
	Iteration 7Q: 3 clusters Score -388079.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -388299.625000 Penalty: 9555.200195
	Iteration 8Q: 3 clusters Score -388299.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -388462.375000 Penalty: 9555.200195
	Iteration 9Q: 3 clusters Score -388462.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -388583.375000 Penalty: 9555.200195
	Iteration 10Q: 3 clusters Score -388583.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -388718.750000 Penalty: 9555.200195
	Iteration 11Q: 3 clusters Score -388718.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -388843.531250 Penalty: 9555.200195
	Iteration 12Q: 3 clusters Score -388843.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -388964.625000 Penalty: 9555.200195
	Iteration 13Q: 3 clusters Score -388964.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -389055.812500 Penalty: 9555.200195
	Iteration 14Q: 3 clusters Score -389055.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -389157.812500 Penalty: 9555.200195
	Iteration 15Q: 3 clusters Score -389157.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -389265.968750 Penalty: 9555.200195
	Iteration 16Q: 3 clusters Score -389266 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -389364.906250 Penalty: 9555.200195
	Iteration 17Q: 3 clusters Score -389364.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -389447.593750 Penalty: 9555.200195
	Iteration 18Q: 3 clusters Score -389447.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -389528.093750 Penalty: 9555.200195
	Iteration 19Q: 3 clusters Score -389528.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -389634.500000 Penalty: 9555.200195
	Iteration 20F: 3 clusters Score -389634.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -389789.000000 Penalty: 9555.200195
	Iteration 21Q: 3 clusters Score -389789 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -389912.218750 Penalty: 9555.200195
	Iteration 22Q: 3 clusters Score -389912.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -389992.843750 Penalty: 9555.200195
	Iteration 23Q: 3 clusters Score -389992.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -390053.468750 Penalty: 9555.200195
	Iteration 24Q: 3 clusters Score -390053.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -390089.125000 Penalty: 9555.200195
	Iteration 25Q: 3 clusters Score -390089.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -390121.062500 Penalty: 9555.200195
	Iteration 26Q: 3 clusters Score -390121.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -390144.687500 Penalty: 9555.200195
	Iteration 27Q: 3 clusters Score -390144.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -390156.406250 Penalty: 9555.200195
	Iteration 28Q: 3 clusters Score -390156.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -390167.718750 Penalty: 9555.200195
	Iteration 29Q: 3 clusters Score -390167.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -390174.281250 Penalty: 9555.200195
	Iteration 30Q: 3 clusters Score -390174.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -390176.000000 Penalty: 9555.200195
	Iteration 31Q: 3 clusters Score -390176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -390177.812500 Penalty: 9555.200195
	Iteration 32Q: 3 clusters Score -390177.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -390177.812500 Penalty: 9555.200195
	Iteration 33F: 3 clusters Score -390177.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Entering Unmasked Estep 
Score: -158492.062500 Penalty: 4247.318359
	Iteration 0F: 2 clusters Score -158492.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -154426.406250 Penalty: 8494.636719
	Iteration 0F: 3 clusters Score -154426.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -154903.453125 Penalty: 8494.636719
	Iteration 1F: 3 clusters Score -154903.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -155088.562500 Penalty: 8494.636719
	Iteration 2Q: 3 clusters Score -155088.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -155234.578125 Penalty: 8494.636719
	Iteration 3Q: 3 clusters Score -155234.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -155322.062500 Penalty: 8494.636719
	Iteration 4Q: 3 clusters Score -155322.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -155379.359375 Penalty: 8494.636719
	Iteration 5Q: 3 clusters Score -155379.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -155438.703125 Penalty: 8494.636719
	Iteration 6Q: 3 clusters Score -155438.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -155513.140625 Penalty: 8494.636719
	Iteration 7Q: 3 clusters Score -155513.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -155575.796875 Penalty: 8494.636719
	Iteration 8Q: 3 clusters Score -155575.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -155612.312500 Penalty: 8494.636719
	Iteration 9Q: 3 clusters Score -155612.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -155638.000000 Penalty: 8494.636719
	Iteration 10Q: 3 clusters Score -155638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -155673.359375 Penalty: 8494.636719
	Iteration 11Q: 3 clusters Score -155673.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -155703.171875 Penalty: 8494.636719
	Iteration 12Q: 3 clusters Score -155703.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -155718.843750 Penalty: 8494.636719
	Iteration 13Q: 3 clusters Score -155718.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -155731.328125 Penalty: 8494.636719
	Iteration 14Q: 3 clusters Score -155731.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -155732.468750 Penalty: 8494.636719
	Iteration 15Q: 3 clusters Score -155732.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -155732.468750 Penalty: 8494.636719
	Iteration 16F: 3 clusters Score -155732.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Entering Unmasked Estep 
Score: -147363.015625 Penalty: 4195.053223
	Iteration 0F: 2 clusters Score -147363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -143424.343750 Penalty: 8390.106445
	Iteration 0F: 3 clusters Score -143424.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -143794.781250 Penalty: 8390.106445
	Iteration 1F: 3 clusters Score -143794.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -143921.531250 Penalty: 8390.106445
	Iteration 2Q: 3 clusters Score -143921.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -143969.390625 Penalty: 8390.106445
	Iteration 3Q: 3 clusters Score -143969.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -143983.265625 Penalty: 8390.106445
	Iteration 4Q: 3 clusters Score -143983.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -143997.093750 Penalty: 8390.106445
	Iteration 5Q: 3 clusters Score -143997.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -144005.828125 Penalty: 8390.106445
	Iteration 6Q: 3 clusters Score -144005.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -144005.828125 Penalty: 8390.106445
	Iteration 7F: 3 clusters Score -144005.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (130790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130790 members 
Entering Unmasked Estep 
Score: -22580464.000000 Penalty: 7216.075684
	Iteration 0F: 2 clusters Score -2.258046e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65190 members 
Mstep: Class 2 contains 65600 members 
Entering Unmasked Estep 
Score: -22492382.000000 Penalty: 14432.151367
	Iteration 0F: 3 clusters Score -2.249238e+07 nChanged 60203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63953 members 
Mstep: Class 2 contains 66837 members 
Entering Unmasked Estep 
Score: -22526018.000000 Penalty: 14432.151367
	Iteration 1F: 3 clusters Score -2.252602e+07 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63089 members 
Mstep: Class 2 contains 67701 members 
Entering Unmasked Estep 
Score: -22527418.000000 Penalty: 14432.151367
	Iteration 2Q: 3 clusters Score -2.252742e+07 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61730 members 
Mstep: Class 2 contains 69060 members 
Entering Unmasked Estep 
Score: -22528924.000000 Penalty: 14432.151367
	Iteration 3Q: 3 clusters Score -2.252892e+07 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59734 members 
Mstep: Class 2 contains 71056 members 
Entering Unmasked Estep 
Score: -22530396.000000 Penalty: 14432.151367
	Iteration 4Q: 3 clusters Score -2.25304e+07 nChanged 5428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56964 members 
Mstep: Class 2 contains 73826 members 
Entering Unmasked Estep 
Score: -22532840.000000 Penalty: 14432.151367
	Iteration 5Q: 3 clusters Score -2.253284e+07 nChanged 6361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53135 members 
Mstep: Class 2 contains 77655 members 
Entering Unmasked Estep 
Score: -22536048.000000 Penalty: 14432.151367
	Iteration 6Q: 3 clusters Score -2.253605e+07 nChanged 7583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48144 members 
Mstep: Class 2 contains 82646 members 
Entering Unmasked Estep 
Score: -22540670.000000 Penalty: 14432.151367
	Iteration 7F: 3 clusters Score -2.254067e+07 nChanged 8634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42136 members 
Mstep: Class 2 contains 88654 members 
Entering Unmasked Estep 
Score: -22546804.000000 Penalty: 14432.151367
	Iteration 8F: 3 clusters Score -2.25468e+07 nChanged 8948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36064 members 
Mstep: Class 2 contains 94726 members 
Entering Unmasked Estep 
Score: -22554126.000000 Penalty: 14432.151367
	Iteration 9F: 3 clusters Score -2.255413e+07 nChanged 7927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31049 members 
Mstep: Class 2 contains 99741 members 
Entering Unmasked Estep 
Score: -22561020.000000 Penalty: 14432.151367
	Iteration 10F: 3 clusters Score -2.256102e+07 nChanged 6203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28040 members 
Mstep: Class 2 contains 102750 members 
Entering Unmasked Estep 
Score: -22566522.000000 Penalty: 14432.151367
	Iteration 11Q: 3 clusters Score -2.256652e+07 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 104112 members 
Entering Unmasked Estep 
Score: -22569924.000000 Penalty: 14432.151367
	Iteration 12Q: 3 clusters Score -2.256992e+07 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26104 members 
Mstep: Class 2 contains 104686 members 
Entering Unmasked Estep 
Score: -22571844.000000 Penalty: 14432.151367
	Iteration 13Q: 3 clusters Score -2.257184e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 105006 members 
Entering Unmasked Estep 
Score: -22573222.000000 Penalty: 14432.151367
	Iteration 14Q: 3 clusters Score -2.257322e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 105135 members 
Entering Unmasked Estep 
Score: -22574182.000000 Penalty: 14432.151367
	Iteration 15Q: 3 clusters Score -2.257418e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 105190 members 
Entering Unmasked Estep 
Score: -22574794.000000 Penalty: 14432.151367
	Iteration 16Q: 3 clusters Score -2.257479e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 105207 members 
Entering Unmasked Estep 
Score: -22575304.000000 Penalty: 14432.151367
	Iteration 17Q: 3 clusters Score -2.25753e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 105202 members 
Entering Unmasked Estep 
Score: -22575570.000000 Penalty: 14432.151367
	Iteration 18Q: 3 clusters Score -2.257557e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25634 members 
Mstep: Class 2 contains 105156 members 
Entering Unmasked Estep 
Score: -22575684.000000 Penalty: 14432.151367
	Iteration 19Q: 3 clusters Score -2.257568e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 105100 members 
Entering Unmasked Estep 
Score: -22575794.000000 Penalty: 14432.151367
	Iteration 20F: 3 clusters Score -2.257579e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 105058 members 
Entering Unmasked Estep 
Score: -22575824.000000 Penalty: 14432.151367
	Iteration 21Q: 3 clusters Score -2.257582e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25759 members 
Mstep: Class 2 contains 105031 members 
Entering Unmasked Estep 
Score: -22575874.000000 Penalty: 14432.151367
	Iteration 22Q: 3 clusters Score -2.257587e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 105010 members 
Entering Unmasked Estep 
Score: -22575934.000000 Penalty: 14432.151367
	Iteration 23Q: 3 clusters Score -2.257593e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25808 members 
Mstep: Class 2 contains 104982 members 
Entering Unmasked Estep 
Score: -22575966.000000 Penalty: 14432.151367
	Iteration 24Q: 3 clusters Score -2.257597e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 104945 members 
Entering Unmasked Estep 
Score: -22576020.000000 Penalty: 14432.151367
	Iteration 25Q: 3 clusters Score -2.257602e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25862 members 
Mstep: Class 2 contains 104928 members 
Entering Unmasked Estep 
Score: -22576024.000000 Penalty: 14432.151367
	Iteration 26Q: 3 clusters Score -2.257602e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 104904 members 
Entering Unmasked Estep 
Score: -22576012.000000 Penalty: 14432.151367
	Iteration 27Q: 3 clusters Score -2.257601e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 104904 members 
Entering Unmasked Estep 
Score: -22575998.000000 Penalty: 14432.151367
	Iteration 28Q: 3 clusters Score -2.2576e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 104902 members 
Entering Unmasked Estep 
Score: -22576020.000000 Penalty: 14432.151367
	Iteration 29Q: 3 clusters Score -2.257602e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 104898 members 
Entering Unmasked Estep 
Score: -22576022.000000 Penalty: 14432.151367
	Iteration 30Q: 3 clusters Score -2.257602e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 104893 members 
Entering Unmasked Estep 
Score: -22576038.000000 Penalty: 14432.151367
	Iteration 31Q: 3 clusters Score -2.257604e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25900 members 
Mstep: Class 2 contains 104890 members 
Entering Unmasked Estep 
Score: -22576028.000000 Penalty: 14432.151367
	Iteration 32Q: 3 clusters Score -2.257603e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 104893 members 
Entering Unmasked Estep 
Score: -22576008.000000 Penalty: 14432.151367
	Iteration 33Q: 3 clusters Score -2.257601e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25903 members 
Mstep: Class 2 contains 104887 members 
Entering Unmasked Estep 
Score: -22576016.000000 Penalty: 14432.151367
	Iteration 34Q: 3 clusters Score -2.257602e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25909 members 
Mstep: Class 2 contains 104881 members 
Entering Unmasked Estep 
Score: -22576006.000000 Penalty: 14432.151367
	Iteration 35Q: 3 clusters Score -2.257601e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25912 members 
Mstep: Class 2 contains 104878 members 
Entering Unmasked Estep 
Score: -22576012.000000 Penalty: 14432.151367
	Iteration 36Q: 3 clusters Score -2.257601e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25922 members 
Mstep: Class 2 contains 104868 members 
Entering Unmasked Estep 
Score: -22576014.000000 Penalty: 14432.151367
	Iteration 37Q: 3 clusters Score -2.257601e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25932 members 
Mstep: Class 2 contains 104858 members 
Entering Unmasked Estep 
Score: -22576002.000000 Penalty: 14432.151367
	Iteration 38Q: 3 clusters Score -2.2576e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25938 members 
Mstep: Class 2 contains 104852 members 
Entering Unmasked Estep 
Score: -22576018.000000 Penalty: 14432.151367
	Iteration 39Q: 3 clusters Score -2.257602e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25941 members 
Mstep: Class 2 contains 104849 members 
Entering Unmasked Estep 
Score: -22576016.000000 Penalty: 14432.151367
	Iteration 40F: 3 clusters Score -2.257602e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25946 members 
Mstep: Class 2 contains 104844 members 
Entering Unmasked Estep 
Score: -22576004.000000 Penalty: 14432.151367
	Iteration 41Q: 3 clusters Score -2.2576e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 104836 members 
Entering Unmasked Estep 
Score: -22575984.000000 Penalty: 14432.151367
	Iteration 42Q: 3 clusters Score -2.257598e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 104833 members 
Entering Unmasked Estep 
Score: -22576000.000000 Penalty: 14432.151367
	Iteration 43Q: 3 clusters Score -2.2576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 104833 members 
Entering Unmasked Estep 
Score: -22576006.000000 Penalty: 14432.151367
	Iteration 44Q: 3 clusters Score -2.257601e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 104832 members 
Entering Unmasked Estep 
Score: -22576002.000000 Penalty: 14432.151367
	Iteration 45Q: 3 clusters Score -2.2576e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 104830 members 
Entering Unmasked Estep 
Score: -22576006.000000 Penalty: 14432.151367
	Iteration 46Q: 3 clusters Score -2.257601e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 104830 members 
Entering Unmasked Estep 
Score: -22576020.000000 Penalty: 14432.151367
	Iteration 47Q: 3 clusters Score -2.257602e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 104828 members 
Entering Unmasked Estep 
Score: -22576026.000000 Penalty: 14432.151367
	Iteration 48Q: 3 clusters Score -2.257603e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 104828 members 
Entering Unmasked Estep 
Score: -22576024.000000 Penalty: 14432.151367
	Iteration 49Q: 3 clusters Score -2.257602e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 104827 members 
Entering Unmasked Estep 
Score: -22576032.000000 Penalty: 14432.151367
	Iteration 50Q: 3 clusters Score -2.257603e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 104826 members 
Entering Unmasked Estep 
Score: -22576032.000000 Penalty: 14432.151367
	Iteration 51Q: 3 clusters Score -2.257603e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 104826 members 
Entering Unmasked Estep 
Score: -22576038.000000 Penalty: 14432.151367
	Iteration 52Q: 3 clusters Score -2.257604e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 104826 members 
Entering Unmasked Estep 
Score: -22576048.000000 Penalty: 14432.151367
	Iteration 53Q: 3 clusters Score -2.257605e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25966 members 
Mstep: Class 2 contains 104824 members 
Entering Unmasked Estep 
Score: -22576036.000000 Penalty: 14432.151367
	Iteration 54Q: 3 clusters Score -2.257604e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 104822 members 
Entering Unmasked Estep 
Score: -22576028.000000 Penalty: 14432.151367
	Iteration 55Q: 3 clusters Score -2.257603e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 104823 members 
Entering Unmasked Estep 
Score: -22576036.000000 Penalty: 14432.151367
	Iteration 56Q: 3 clusters Score -2.257604e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 104823 members 
Entering Unmasked Estep 
Score: -22576034.000000 Penalty: 14432.151367
	Iteration 57Q: 3 clusters Score -2.257603e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 104825 members 
Entering Unmasked Estep 
Score: -22576036.000000 Penalty: 14432.151367
	Iteration 58Q: 3 clusters Score -2.257604e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25966 members 
Mstep: Class 2 contains 104824 members 
Entering Unmasked Estep 
Score: -22576034.000000 Penalty: 14432.151367
	Iteration 59Q: 3 clusters Score -2.257603e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 104823 members 
Entering Unmasked Estep 
Score: -22576038.000000 Penalty: 14432.151367
	Iteration 60F: 3 clusters Score -2.257604e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25966 members 
Mstep: Class 2 contains 104824 members 
Entering Unmasked Estep 
Score: -22576030.000000 Penalty: 14432.151367
	Iteration 61Q: 3 clusters Score -2.257603e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25966 members 
Mstep: Class 2 contains 104824 members 
Entering Unmasked Estep 
Score: -22576030.000000 Penalty: 14432.151367
	Iteration 62F: 3 clusters Score -2.257603e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Entering Unmasked Estep 
Score: -1738727.875000 Penalty: 5672.965332
	Iteration 0F: 2 clusters Score -1738728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1728173.875000 Penalty: 11345.930664
	Iteration 0F: 3 clusters Score -1728174 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1730617.125000 Penalty: 11345.930664
	Iteration 1F: 3 clusters Score -1730617 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1731423.000000 Penalty: 11345.930664
	Iteration 2F: 3 clusters Score -1731423 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1732034.375000 Penalty: 11345.930664
	Iteration 3F: 3 clusters Score -1732034 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1732495.750000 Penalty: 11345.930664
	Iteration 4F: 3 clusters Score -1732496 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1732893.500000 Penalty: 11345.930664
	Iteration 5F: 3 clusters Score -1732894 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1733206.000000 Penalty: 11345.930664
	Iteration 6Q: 3 clusters Score -1733206 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1733453.125000 Penalty: 11345.930664
	Iteration 7Q: 3 clusters Score -1733453 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1733646.625000 Penalty: 11345.930664
	Iteration 8Q: 3 clusters Score -1733647 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1733811.750000 Penalty: 11345.930664
	Iteration 9Q: 3 clusters Score -1733812 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1733939.375000 Penalty: 11345.930664
	Iteration 10Q: 3 clusters Score -1733939 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1734039.500000 Penalty: 11345.930664
	Iteration 11Q: 3 clusters Score -1734040 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1734121.375000 Penalty: 11345.930664
	Iteration 12Q: 3 clusters Score -1734121 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1734209.000000 Penalty: 11345.930664
	Iteration 13Q: 3 clusters Score -1734209 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1734283.375000 Penalty: 11345.930664
	Iteration 14Q: 3 clusters Score -1734283 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1734335.500000 Penalty: 11345.930664
	Iteration 15Q: 3 clusters Score -1734336 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1734387.750000 Penalty: 11345.930664
	Iteration 16Q: 3 clusters Score -1734388 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1734443.000000 Penalty: 11345.930664
	Iteration 17Q: 3 clusters Score -1734443 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1734475.500000 Penalty: 11345.930664
	Iteration 18Q: 3 clusters Score -1734476 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1734504.625000 Penalty: 11345.930664
	Iteration 19Q: 3 clusters Score -1734505 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1734531.250000 Penalty: 11345.930664
	Iteration 20F: 3 clusters Score -1734531 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1734551.000000 Penalty: 11345.930664
	Iteration 21Q: 3 clusters Score -1734551 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1734568.375000 Penalty: 11345.930664
	Iteration 22Q: 3 clusters Score -1734568 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1734575.625000 Penalty: 11345.930664
	Iteration 23Q: 3 clusters Score -1734576 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1734589.250000 Penalty: 11345.930664
	Iteration 24Q: 3 clusters Score -1734589 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1734599.625000 Penalty: 11345.930664
	Iteration 25Q: 3 clusters Score -1734600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1734603.500000 Penalty: 11345.930664
	Iteration 26Q: 3 clusters Score -1734604 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1734618.875000 Penalty: 11345.930664
	Iteration 27Q: 3 clusters Score -1734619 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1734621.500000 Penalty: 11345.930664
	Iteration 28Q: 3 clusters Score -1734622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1734633.125000 Penalty: 11345.930664
	Iteration 29Q: 3 clusters Score -1734633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1734637.750000 Penalty: 11345.930664
	Iteration 30Q: 3 clusters Score -1734638 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1734647.125000 Penalty: 11345.930664
	Iteration 31Q: 3 clusters Score -1734647 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1734652.125000 Penalty: 11345.930664
	Iteration 32Q: 3 clusters Score -1734652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1734656.125000 Penalty: 11345.930664
	Iteration 33Q: 3 clusters Score -1734656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1734662.500000 Penalty: 11345.930664
	Iteration 34Q: 3 clusters Score -1734662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1734666.000000 Penalty: 11345.930664
	Iteration 35Q: 3 clusters Score -1734666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1734669.625000 Penalty: 11345.930664
	Iteration 36Q: 3 clusters Score -1734670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1734674.000000 Penalty: 11345.930664
	Iteration 37Q: 3 clusters Score -1734674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1734679.500000 Penalty: 11345.930664
	Iteration 38Q: 3 clusters Score -1734680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1734677.500000 Penalty: 11345.930664
	Iteration 39Q: 3 clusters Score -1734678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1734677.500000 Penalty: 11345.930664
	Iteration 40F: 3 clusters Score -1734678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Entering Unmasked Estep 
Score: -186080.890625 Penalty: 4324.015625
	Iteration 0F: 2 clusters Score -186080.9 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 594 members 
Entering Unmasked Estep 
Score: -181811.484375 Penalty: 8648.031250
	Iteration 0F: 3 clusters Score -181811.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -182190.703125 Penalty: 8648.031250
	Iteration 1F: 3 clusters Score -182190.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -182318.093750 Penalty: 8648.031250
	Iteration 2Q: 3 clusters Score -182318.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -182387.296875 Penalty: 8648.031250
	Iteration 3Q: 3 clusters Score -182387.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -182429.937500 Penalty: 8648.031250
	Iteration 4Q: 3 clusters Score -182429.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -182456.281250 Penalty: 8648.031250
	Iteration 5Q: 3 clusters Score -182456.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -182468.187500 Penalty: 8648.031250
	Iteration 6Q: 3 clusters Score -182468.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -182474.203125 Penalty: 8648.031250
	Iteration 7Q: 3 clusters Score -182474.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -182480.468750 Penalty: 8648.031250
	Iteration 8Q: 3 clusters Score -182480.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -182482.156250 Penalty: 8648.031250
	Iteration 9Q: 3 clusters Score -182482.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -182482.156250 Penalty: 8648.031250
	Iteration 10F: 3 clusters Score -182482.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (39288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39288 members 
Entering Unmasked Estep 
Score: -6599516.000000 Penalty: 6479.437988
	Iteration 0F: 2 clusters Score -6599516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -6570767.500000 Penalty: 12958.875977
	Iteration 0F: 3 clusters Score -6570768 nChanged 17036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -6579795.500000 Penalty: 12958.875977
	Iteration 1F: 3 clusters Score -6579796 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -6580726.000000 Penalty: 12958.875977
	Iteration 2F: 3 clusters Score -6580726 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -6581679.500000 Penalty: 12958.875977
	Iteration 3F: 3 clusters Score -6581680 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -6582749.000000 Penalty: 12958.875977
	Iteration 4F: 3 clusters Score -6582749 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -6583834.500000 Penalty: 12958.875977
	Iteration 5Q: 3 clusters Score -6583834 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 25125 members 
Entering Unmasked Estep 
Score: -6585050.500000 Penalty: 12958.875977
	Iteration 6F: 3 clusters Score -6585050 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -6586614.000000 Penalty: 12958.875977
	Iteration 7F: 3 clusters Score -6586614 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 28387 members 
Entering Unmasked Estep 
Score: -6588215.500000 Penalty: 12958.875977
	Iteration 8F: 3 clusters Score -6588216 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 30010 members 
Entering Unmasked Estep 
Score: -6589753.000000 Penalty: 12958.875977
	Iteration 9F: 3 clusters Score -6589753 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 31474 members 
Entering Unmasked Estep 
Score: -6591084.500000 Penalty: 12958.875977
	Iteration 10Q: 3 clusters Score -6591084 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 32708 members 
Entering Unmasked Estep 
Score: -6592025.500000 Penalty: 12958.875977
	Iteration 11Q: 3 clusters Score -6592026 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 33624 members 
Entering Unmasked Estep 
Score: -6592662.000000 Penalty: 12958.875977
	Iteration 12Q: 3 clusters Score -6592662 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 34323 members 
Entering Unmasked Estep 
Score: -6593164.000000 Penalty: 12958.875977
	Iteration 13Q: 3 clusters Score -6593164 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 34837 members 
Entering Unmasked Estep 
Score: -6593506.500000 Penalty: 12958.875977
	Iteration 14Q: 3 clusters Score -6593506 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 35220 members 
Entering Unmasked Estep 
Score: -6593735.000000 Penalty: 12958.875977
	Iteration 15Q: 3 clusters Score -6593735 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 35500 members 
Entering Unmasked Estep 
Score: -6593919.500000 Penalty: 12958.875977
	Iteration 16Q: 3 clusters Score -6593920 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 35707 members 
Entering Unmasked Estep 
Score: -6594051.000000 Penalty: 12958.875977
	Iteration 17Q: 3 clusters Score -6594051 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 35873 members 
Entering Unmasked Estep 
Score: -6594168.000000 Penalty: 12958.875977
	Iteration 18Q: 3 clusters Score -6594168 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 36003 members 
Entering Unmasked Estep 
Score: -6594280.500000 Penalty: 12958.875977
	Iteration 19Q: 3 clusters Score -6594280 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 36118 members 
Entering Unmasked Estep 
Score: -6594371.000000 Penalty: 12958.875977
	Iteration 20F: 3 clusters Score -6594371 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 36199 members 
Entering Unmasked Estep 
Score: -6594446.500000 Penalty: 12958.875977
	Iteration 21Q: 3 clusters Score -6594446 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 36259 members 
Entering Unmasked Estep 
Score: -6594511.000000 Penalty: 12958.875977
	Iteration 22Q: 3 clusters Score -6594511 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 36315 members 
Entering Unmasked Estep 
Score: -6594609.000000 Penalty: 12958.875977
	Iteration 23Q: 3 clusters Score -6594609 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 36367 members 
Entering Unmasked Estep 
Score: -6594669.500000 Penalty: 12958.875977
	Iteration 24Q: 3 clusters Score -6594670 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 36400 members 
Entering Unmasked Estep 
Score: -6594792.500000 Penalty: 12958.875977
	Iteration 25Q: 3 clusters Score -6594792 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 36409 members 
Entering Unmasked Estep 
Score: -6594896.000000 Penalty: 12958.875977
	Iteration 26Q: 3 clusters Score -6594896 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 36407 members 
Entering Unmasked Estep 
Score: -6594994.500000 Penalty: 12958.875977
	Iteration 27Q: 3 clusters Score -6594994 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 36351 members 
Entering Unmasked Estep 
Score: -6595151.000000 Penalty: 12958.875977
	Iteration 28Q: 3 clusters Score -6595151 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 36297 members 
Entering Unmasked Estep 
Score: -6595279.500000 Penalty: 12958.875977
	Iteration 29Q: 3 clusters Score -6595280 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 36221 members 
Entering Unmasked Estep 
Score: -6595399.500000 Penalty: 12958.875977
	Iteration 30Q: 3 clusters Score -6595400 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 36171 members 
Entering Unmasked Estep 
Score: -6595503.500000 Penalty: 12958.875977
	Iteration 31Q: 3 clusters Score -6595504 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 36111 members 
Entering Unmasked Estep 
Score: -6595600.000000 Penalty: 12958.875977
	Iteration 32Q: 3 clusters Score -6595600 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 36066 members 
Entering Unmasked Estep 
Score: -6595688.500000 Penalty: 12958.875977
	Iteration 33Q: 3 clusters Score -6595688 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 36027 members 
Entering Unmasked Estep 
Score: -6595743.500000 Penalty: 12958.875977
	Iteration 34Q: 3 clusters Score -6595744 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 35998 members 
Entering Unmasked Estep 
Score: -6595794.500000 Penalty: 12958.875977
	Iteration 35Q: 3 clusters Score -6595794 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 35979 members 
Entering Unmasked Estep 
Score: -6595823.500000 Penalty: 12958.875977
	Iteration 36Q: 3 clusters Score -6595824 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 35954 members 
Entering Unmasked Estep 
Score: -6595900.000000 Penalty: 12958.875977
	Iteration 37Q: 3 clusters Score -6595900 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 35935 members 
Entering Unmasked Estep 
Score: -6595914.000000 Penalty: 12958.875977
	Iteration 38Q: 3 clusters Score -6595914 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 35931 members 
Entering Unmasked Estep 
Score: -6595936.500000 Penalty: 12958.875977
	Iteration 39Q: 3 clusters Score -6595936 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 35927 members 
Entering Unmasked Estep 
Score: -6595947.500000 Penalty: 12958.875977
	Iteration 40F: 3 clusters Score -6595948 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 35923 members 
Entering Unmasked Estep 
Score: -6595964.500000 Penalty: 12958.875977
	Iteration 41Q: 3 clusters Score -6595964 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 35913 members 
Entering Unmasked Estep 
Score: -6595975.000000 Penalty: 12958.875977
	Iteration 42Q: 3 clusters Score -6595975 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 35902 members 
Entering Unmasked Estep 
Score: -6595995.500000 Penalty: 12958.875977
	Iteration 43Q: 3 clusters Score -6595996 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 35896 members 
Entering Unmasked Estep 
Score: -6596011.500000 Penalty: 12958.875977
	Iteration 44Q: 3 clusters Score -6596012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 35892 members 
Entering Unmasked Estep 
Score: -6596004.500000 Penalty: 12958.875977
	Iteration 45Q: 3 clusters Score -6596004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 35887 members 
Entering Unmasked Estep 
Score: -6596008.500000 Penalty: 12958.875977
	Iteration 46Q: 3 clusters Score -6596008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 35885 members 
Entering Unmasked Estep 
Score: -6596013.500000 Penalty: 12958.875977
	Iteration 47Q: 3 clusters Score -6596014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 35884 members 
Entering Unmasked Estep 
Score: -6596014.000000 Penalty: 12958.875977
	Iteration 48Q: 3 clusters Score -6596014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 35884 members 
Entering Unmasked Estep 
Score: -6596015.000000 Penalty: 12958.875977
	Iteration 49Q: 3 clusters Score -6596015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 35886 members 
Entering Unmasked Estep 
Score: -6596027.000000 Penalty: 12958.875977
	Iteration 50Q: 3 clusters Score -6596027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 35884 members 
Entering Unmasked Estep 
Score: -6596020.000000 Penalty: 12958.875977
	Iteration 51Q: 3 clusters Score -6596020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 35884 members 
Entering Unmasked Estep 
Score: -6596020.000000 Penalty: 12958.875977
	Iteration 52F: 3 clusters Score -6596020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (30857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30857 members 
Entering Unmasked Estep 
Score: -5079670.500000 Penalty: 6331.485352
	Iteration 0F: 2 clusters Score -5079670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -5056064.500000 Penalty: 12662.970703
	Iteration 0F: 3 clusters Score -5056064 nChanged 13118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -5062923.000000 Penalty: 12662.970703
	Iteration 1F: 3 clusters Score -5062923 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -5063705.000000 Penalty: 12662.970703
	Iteration 2F: 3 clusters Score -5063705 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -5064286.500000 Penalty: 12662.970703
	Iteration 3Q: 3 clusters Score -5064286 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -5064769.500000 Penalty: 12662.970703
	Iteration 4Q: 3 clusters Score -5064770 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -5065244.500000 Penalty: 12662.970703
	Iteration 5Q: 3 clusters Score -5065244 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -5065800.000000 Penalty: 12662.970703
	Iteration 6Q: 3 clusters Score -5065800 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -5066430.500000 Penalty: 12662.970703
	Iteration 7Q: 3 clusters Score -5066430 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -5067117.000000 Penalty: 12662.970703
	Iteration 8Q: 3 clusters Score -5067117 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -5067908.500000 Penalty: 12662.970703
	Iteration 9Q: 3 clusters Score -5067908 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -5068912.000000 Penalty: 12662.970703
	Iteration 10Q: 3 clusters Score -5068912 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -5069922.000000 Penalty: 12662.970703
	Iteration 11Q: 3 clusters Score -5069922 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24610 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -5071043.500000 Penalty: 12662.970703
	Iteration 12Q: 3 clusters Score -5071044 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25718 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -5071980.500000 Penalty: 12662.970703
	Iteration 13Q: 3 clusters Score -5071980 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26671 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -5072869.500000 Penalty: 12662.970703
	Iteration 14Q: 3 clusters Score -5072870 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -5073560.500000 Penalty: 12662.970703
	Iteration 15Q: 3 clusters Score -5073560 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28038 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -5074091.000000 Penalty: 12662.970703
	Iteration 16Q: 3 clusters Score -5074091 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28430 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -5074455.000000 Penalty: 12662.970703
	Iteration 17Q: 3 clusters Score -5074455 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -5074714.000000 Penalty: 12662.970703
	Iteration 18Q: 3 clusters Score -5074714 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28896 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -5074874.000000 Penalty: 12662.970703
	Iteration 19Q: 3 clusters Score -5074874 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29036 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -5074983.500000 Penalty: 12662.970703
	Iteration 20F: 3 clusters Score -5074984 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29124 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -5075074.000000 Penalty: 12662.970703
	Iteration 21Q: 3 clusters Score -5075074 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29189 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -5075110.500000 Penalty: 12662.970703
	Iteration 22Q: 3 clusters Score -5075110 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29233 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -5075164.000000 Penalty: 12662.970703
	Iteration 23Q: 3 clusters Score -5075164 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29265 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -5075200.500000 Penalty: 12662.970703
	Iteration 24Q: 3 clusters Score -5075200 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29309 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -5075239.000000 Penalty: 12662.970703
	Iteration 25Q: 3 clusters Score -5075239 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29340 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -5075268.000000 Penalty: 12662.970703
	Iteration 26Q: 3 clusters Score -5075268 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29366 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -5075300.000000 Penalty: 12662.970703
	Iteration 27Q: 3 clusters Score -5075300 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29388 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -5075324.500000 Penalty: 12662.970703
	Iteration 28Q: 3 clusters Score -5075324 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -5075336.000000 Penalty: 12662.970703
	Iteration 29Q: 3 clusters Score -5075336 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29424 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -5075336.000000 Penalty: 12662.970703
	Iteration 30Q: 3 clusters Score -5075336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29430 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -5075334.500000 Penalty: 12662.970703
	Iteration 31Q: 3 clusters Score -5075334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29439 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -5075340.500000 Penalty: 12662.970703
	Iteration 32Q: 3 clusters Score -5075340 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29449 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -5075359.000000 Penalty: 12662.970703
	Iteration 33Q: 3 clusters Score -5075359 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29463 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -5075368.500000 Penalty: 12662.970703
	Iteration 34Q: 3 clusters Score -5075368 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29481 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -5075388.500000 Penalty: 12662.970703
	Iteration 35Q: 3 clusters Score -5075388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29493 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -5075384.000000 Penalty: 12662.970703
	Iteration 36Q: 3 clusters Score -5075384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29503 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -5075404.500000 Penalty: 12662.970703
	Iteration 37Q: 3 clusters Score -5075404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29507 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -5075403.500000 Penalty: 12662.970703
	Iteration 38Q: 3 clusters Score -5075404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29509 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -5075403.500000 Penalty: 12662.970703
	Iteration 39Q: 3 clusters Score -5075404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29513 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -5075407.500000 Penalty: 12662.970703
	Iteration 40F: 3 clusters Score -5075408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29515 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -5075408.000000 Penalty: 12662.970703
	Iteration 41Q: 3 clusters Score -5075408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29515 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -5075408.000000 Penalty: 12662.970703
	Iteration 42F: 3 clusters Score -5075408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (68701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68701 members 
Entering Unmasked Estep 
Score: -11829516.000000 Penalty: 6821.730469
	Iteration 0F: 2 clusters Score -1.182952e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34281 members 
Mstep: Class 2 contains 34420 members 
Entering Unmasked Estep 
Score: -11781842.000000 Penalty: 13643.460938
	Iteration 0F: 3 clusters Score -1.178184e+07 nChanged 30754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33293 members 
Mstep: Class 2 contains 35408 members 
Entering Unmasked Estep 
Score: -11798773.000000 Penalty: 13643.460938
	Iteration 1F: 3 clusters Score -1.179877e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32587 members 
Mstep: Class 2 contains 36114 members 
Entering Unmasked Estep 
Score: -11800132.000000 Penalty: 13643.460938
	Iteration 2F: 3 clusters Score -1.180013e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31542 members 
Mstep: Class 2 contains 37159 members 
Entering Unmasked Estep 
Score: -11801723.000000 Penalty: 13643.460938
	Iteration 3Q: 3 clusters Score -1.180172e+07 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30202 members 
Mstep: Class 2 contains 38499 members 
Entering Unmasked Estep 
Score: -11803602.000000 Penalty: 13643.460938
	Iteration 4F: 3 clusters Score -1.18036e+07 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 40224 members 
Entering Unmasked Estep 
Score: -11805862.000000 Penalty: 13643.460938
	Iteration 5F: 3 clusters Score -1.180586e+07 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 42274 members 
Entering Unmasked Estep 
Score: -11808676.000000 Penalty: 13643.460938
	Iteration 6F: 3 clusters Score -1.180868e+07 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 44460 members 
Entering Unmasked Estep 
Score: -11811752.000000 Penalty: 13643.460938
	Iteration 7F: 3 clusters Score -1.181175e+07 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 46495 members 
Entering Unmasked Estep 
Score: -11814879.000000 Penalty: 13643.460938
	Iteration 8F: 3 clusters Score -1.181488e+07 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 48178 members 
Entering Unmasked Estep 
Score: -11817408.000000 Penalty: 13643.460938
	Iteration 9Q: 3 clusters Score -1.181741e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 49459 members 
Entering Unmasked Estep 
Score: -11819143.000000 Penalty: 13643.460938
	Iteration 10Q: 3 clusters Score -1.181914e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 50428 members 
Entering Unmasked Estep 
Score: -11820171.000000 Penalty: 13643.460938
	Iteration 11Q: 3 clusters Score -1.182017e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 51164 members 
Entering Unmasked Estep 
Score: -11820740.000000 Penalty: 13643.460938
	Iteration 12Q: 3 clusters Score -1.182074e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 51812 members 
Entering Unmasked Estep 
Score: -11821208.000000 Penalty: 13643.460938
	Iteration 13Q: 3 clusters Score -1.182121e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 52426 members 
Entering Unmasked Estep 
Score: -11821378.000000 Penalty: 13643.460938
	Iteration 14Q: 3 clusters Score -1.182138e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 52973 members 
Entering Unmasked Estep 
Score: -11821514.000000 Penalty: 13643.460938
	Iteration 15Q: 3 clusters Score -1.182151e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 53513 members 
Entering Unmasked Estep 
Score: -11821680.000000 Penalty: 13643.460938
	Iteration 16Q: 3 clusters Score -1.182168e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 54018 members 
Entering Unmasked Estep 
Score: -11821847.000000 Penalty: 13643.460938
	Iteration 17Q: 3 clusters Score -1.182185e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 54523 members 
Entering Unmasked Estep 
Score: -11821975.000000 Penalty: 13643.460938
	Iteration 18Q: 3 clusters Score -1.182198e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 55049 members 
Entering Unmasked Estep 
Score: -11822094.000000 Penalty: 13643.460938
	Iteration 19Q: 3 clusters Score -1.182209e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 55530 members 
Entering Unmasked Estep 
Score: -11822227.000000 Penalty: 13643.460938
	Iteration 20F: 3 clusters Score -1.182223e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 55989 members 
Entering Unmasked Estep 
Score: -11822358.000000 Penalty: 13643.460938
	Iteration 21Q: 3 clusters Score -1.182236e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 56454 members 
Entering Unmasked Estep 
Score: -11822496.000000 Penalty: 13643.460938
	Iteration 22Q: 3 clusters Score -1.18225e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 56905 members 
Entering Unmasked Estep 
Score: -11822564.000000 Penalty: 13643.460938
	Iteration 23Q: 3 clusters Score -1.182256e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 57302 members 
Entering Unmasked Estep 
Score: -11822679.000000 Penalty: 13643.460938
	Iteration 24Q: 3 clusters Score -1.182268e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 57648 members 
Entering Unmasked Estep 
Score: -11822779.000000 Penalty: 13643.460938
	Iteration 25Q: 3 clusters Score -1.182278e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 57932 members 
Entering Unmasked Estep 
Score: -11822869.000000 Penalty: 13643.460938
	Iteration 26Q: 3 clusters Score -1.182287e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 58228 members 
Entering Unmasked Estep 
Score: -11822957.000000 Penalty: 13643.460938
	Iteration 27Q: 3 clusters Score -1.182296e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 58505 members 
Entering Unmasked Estep 
Score: -11823007.000000 Penalty: 13643.460938
	Iteration 28Q: 3 clusters Score -1.182301e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 58787 members 
Entering Unmasked Estep 
Score: -11823070.000000 Penalty: 13643.460938
	Iteration 29Q: 3 clusters Score -1.182307e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 59029 members 
Entering Unmasked Estep 
Score: -11823095.000000 Penalty: 13643.460938
	Iteration 30Q: 3 clusters Score -1.18231e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 59234 members 
Entering Unmasked Estep 
Score: -11823153.000000 Penalty: 13643.460938
	Iteration 31Q: 3 clusters Score -1.182315e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 59439 members 
Entering Unmasked Estep 
Score: -11823192.000000 Penalty: 13643.460938
	Iteration 32Q: 3 clusters Score -1.182319e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 59637 members 
Entering Unmasked Estep 
Score: -11823246.000000 Penalty: 13643.460938
	Iteration 33Q: 3 clusters Score -1.182325e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 59822 members 
Entering Unmasked Estep 
Score: -11823277.000000 Penalty: 13643.460938
	Iteration 34Q: 3 clusters Score -1.182328e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 60015 members 
Entering Unmasked Estep 
Score: -11823318.000000 Penalty: 13643.460938
	Iteration 35Q: 3 clusters Score -1.182332e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 60204 members 
Entering Unmasked Estep 
Score: -11823366.000000 Penalty: 13643.460938
	Iteration 36Q: 3 clusters Score -1.182337e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 60398 members 
Entering Unmasked Estep 
Score: -11823418.000000 Penalty: 13643.460938
	Iteration 37Q: 3 clusters Score -1.182342e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 60583 members 
Entering Unmasked Estep 
Score: -11823457.000000 Penalty: 13643.460938
	Iteration 38Q: 3 clusters Score -1.182346e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 60745 members 
Entering Unmasked Estep 
Score: -11823474.000000 Penalty: 13643.460938
	Iteration 39Q: 3 clusters Score -1.182347e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 60906 members 
Entering Unmasked Estep 
Score: -11823497.000000 Penalty: 13643.460938
	Iteration 40F: 3 clusters Score -1.18235e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 61057 members 
Entering Unmasked Estep 
Score: -11823499.000000 Penalty: 13643.460938
	Iteration 41Q: 3 clusters Score -1.18235e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 61199 members 
Entering Unmasked Estep 
Score: -11823533.000000 Penalty: 13643.460938
	Iteration 42Q: 3 clusters Score -1.182353e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 61330 members 
Entering Unmasked Estep 
Score: -11823548.000000 Penalty: 13643.460938
	Iteration 43Q: 3 clusters Score -1.182355e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 61466 members 
Entering Unmasked Estep 
Score: -11823609.000000 Penalty: 13643.460938
	Iteration 44Q: 3 clusters Score -1.182361e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 61586 members 
Entering Unmasked Estep 
Score: -11823642.000000 Penalty: 13643.460938
	Iteration 45Q: 3 clusters Score -1.182364e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 61691 members 
Entering Unmasked Estep 
Score: -11823675.000000 Penalty: 13643.460938
	Iteration 46Q: 3 clusters Score -1.182368e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 61791 members 
Entering Unmasked Estep 
Score: -11823678.000000 Penalty: 13643.460938
	Iteration 47Q: 3 clusters Score -1.182368e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 61901 members 
Entering Unmasked Estep 
Score: -11823685.000000 Penalty: 13643.460938
	Iteration 48Q: 3 clusters Score -1.182368e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 61995 members 
Entering Unmasked Estep 
Score: -11823700.000000 Penalty: 13643.460938
	Iteration 49Q: 3 clusters Score -1.18237e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 62084 members 
Entering Unmasked Estep 
Score: -11823701.000000 Penalty: 13643.460938
	Iteration 50Q: 3 clusters Score -1.18237e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 62177 members 
Entering Unmasked Estep 
Score: -11823751.000000 Penalty: 13643.460938
	Iteration 51Q: 3 clusters Score -1.182375e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 62269 members 
Entering Unmasked Estep 
Score: -11823758.000000 Penalty: 13643.460938
	Iteration 52Q: 3 clusters Score -1.182376e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 62365 members 
Entering Unmasked Estep 
Score: -11823777.000000 Penalty: 13643.460938
	Iteration 53Q: 3 clusters Score -1.182378e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 62460 members 
Entering Unmasked Estep 
Score: -11823786.000000 Penalty: 13643.460938
	Iteration 54Q: 3 clusters Score -1.182379e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 62550 members 
Entering Unmasked Estep 
Score: -11823792.000000 Penalty: 13643.460938
	Iteration 55Q: 3 clusters Score -1.182379e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 62647 members 
Entering Unmasked Estep 
Score: -11823839.000000 Penalty: 13643.460938
	Iteration 56Q: 3 clusters Score -1.182384e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 62735 members 
Entering Unmasked Estep 
Score: -11823860.000000 Penalty: 13643.460938
	Iteration 57Q: 3 clusters Score -1.182386e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 62821 members 
Entering Unmasked Estep 
Score: -11823867.000000 Penalty: 13643.460938
	Iteration 58Q: 3 clusters Score -1.182387e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 62896 members 
Entering Unmasked Estep 
Score: -11823866.000000 Penalty: 13643.460938
	Iteration 59Q: 3 clusters Score -1.182387e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 62960 members 
Entering Unmasked Estep 
Score: -11823889.000000 Penalty: 13643.460938
	Iteration 60F: 3 clusters Score -1.182389e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 63015 members 
Entering Unmasked Estep 
Score: -11823899.000000 Penalty: 13643.460938
	Iteration 61Q: 3 clusters Score -1.18239e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 63072 members 
Entering Unmasked Estep 
Score: -11823925.000000 Penalty: 13643.460938
	Iteration 62Q: 3 clusters Score -1.182392e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 63136 members 
Entering Unmasked Estep 
Score: -11823967.000000 Penalty: 13643.460938
	Iteration 63Q: 3 clusters Score -1.182397e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 63190 members 
Entering Unmasked Estep 
Score: -11823963.000000 Penalty: 13643.460938
	Iteration 64Q: 3 clusters Score -1.182396e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 63248 members 
Entering Unmasked Estep 
Score: -11823985.000000 Penalty: 13643.460938
	Iteration 65Q: 3 clusters Score -1.182398e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 63309 members 
Entering Unmasked Estep 
Score: -11823991.000000 Penalty: 13643.460938
	Iteration 66Q: 3 clusters Score -1.182399e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 63371 members 
Entering Unmasked Estep 
Score: -11823996.000000 Penalty: 13643.460938
	Iteration 67Q: 3 clusters Score -1.1824e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 63427 members 
Entering Unmasked Estep 
Score: -11823998.000000 Penalty: 13643.460938
	Iteration 68Q: 3 clusters Score -1.1824e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 63477 members 
Entering Unmasked Estep 
Score: -11824012.000000 Penalty: 13643.460938
	Iteration 69Q: 3 clusters Score -1.182401e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 63519 members 
Entering Unmasked Estep 
Score: -11824035.000000 Penalty: 13643.460938
	Iteration 70Q: 3 clusters Score -1.182404e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 63559 members 
Entering Unmasked Estep 
Score: -11824041.000000 Penalty: 13643.460938
	Iteration 71Q: 3 clusters Score -1.182404e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 63589 members 
Entering Unmasked Estep 
Score: -11824034.000000 Penalty: 13643.460938
	Iteration 72Q: 3 clusters Score -1.182403e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 63618 members 
Entering Unmasked Estep 
Score: -11824031.000000 Penalty: 13643.460938
	Iteration 73Q: 3 clusters Score -1.182403e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 63649 members 
Entering Unmasked Estep 
Score: -11824036.000000 Penalty: 13643.460938
	Iteration 74Q: 3 clusters Score -1.182404e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 63676 members 
Entering Unmasked Estep 
Score: -11824064.000000 Penalty: 13643.460938
	Iteration 75Q: 3 clusters Score -1.182406e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 63707 members 
Entering Unmasked Estep 
Score: -11824060.000000 Penalty: 13643.460938
	Iteration 76Q: 3 clusters Score -1.182406e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 63737 members 
Entering Unmasked Estep 
Score: -11824087.000000 Penalty: 13643.460938
	Iteration 77Q: 3 clusters Score -1.182409e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 63758 members 
Entering Unmasked Estep 
Score: -11824080.000000 Penalty: 13643.460938
	Iteration 78Q: 3 clusters Score -1.182408e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 63782 members 
Entering Unmasked Estep 
Score: -11824065.000000 Penalty: 13643.460938
	Iteration 79Q: 3 clusters Score -1.182406e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 63809 members 
Entering Unmasked Estep 
Score: -11824060.000000 Penalty: 13643.460938
	Iteration 80F: 3 clusters Score -1.182406e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 63843 members 
Entering Unmasked Estep 
Score: -11824073.000000 Penalty: 13643.460938
	Iteration 81Q: 3 clusters Score -1.182407e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 63872 members 
Entering Unmasked Estep 
Score: -11824087.000000 Penalty: 13643.460938
	Iteration 82Q: 3 clusters Score -1.182409e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 63902 members 
Entering Unmasked Estep 
Score: -11824108.000000 Penalty: 13643.460938
	Iteration 83Q: 3 clusters Score -1.182411e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 63929 members 
Entering Unmasked Estep 
Score: -11824090.000000 Penalty: 13643.460938
	Iteration 84Q: 3 clusters Score -1.182409e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 63959 members 
Entering Unmasked Estep 
Score: -11824084.000000 Penalty: 13643.460938
	Iteration 85Q: 3 clusters Score -1.182408e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 63989 members 
Entering Unmasked Estep 
Score: -11824102.000000 Penalty: 13643.460938
	Iteration 86Q: 3 clusters Score -1.18241e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 64019 members 
Entering Unmasked Estep 
Score: -11824130.000000 Penalty: 13643.460938
	Iteration 87Q: 3 clusters Score -1.182413e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 64042 members 
Entering Unmasked Estep 
Score: -11824130.000000 Penalty: 13643.460938
	Iteration 88Q: 3 clusters Score -1.182413e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 64067 members 
Entering Unmasked Estep 
Score: -11824137.000000 Penalty: 13643.460938
	Iteration 89Q: 3 clusters Score -1.182414e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 64094 members 
Entering Unmasked Estep 
Score: -11824133.000000 Penalty: 13643.460938
	Iteration 90Q: 3 clusters Score -1.182413e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 64123 members 
Entering Unmasked Estep 
Score: -11824122.000000 Penalty: 13643.460938
	Iteration 91Q: 3 clusters Score -1.182412e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 64153 members 
Entering Unmasked Estep 
Score: -11824131.000000 Penalty: 13643.460938
	Iteration 92Q: 3 clusters Score -1.182413e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 64174 members 
Entering Unmasked Estep 
Score: -11824121.000000 Penalty: 13643.460938
	Iteration 93Q: 3 clusters Score -1.182412e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 64189 members 
Entering Unmasked Estep 
Score: -11824122.000000 Penalty: 13643.460938
	Iteration 94Q: 3 clusters Score -1.182412e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 64211 members 
Entering Unmasked Estep 
Score: -11824131.000000 Penalty: 13643.460938
	Iteration 95Q: 3 clusters Score -1.182413e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 64234 members 
Entering Unmasked Estep 
Score: -11824138.000000 Penalty: 13643.460938
	Iteration 96Q: 3 clusters Score -1.182414e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 64264 members 
Entering Unmasked Estep 
Score: -11824141.000000 Penalty: 13643.460938
	Iteration 97Q: 3 clusters Score -1.182414e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 64295 members 
Entering Unmasked Estep 
Score: -11824144.000000 Penalty: 13643.460938
	Iteration 98Q: 3 clusters Score -1.182414e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 64316 members 
Entering Unmasked Estep 
Score: -11824149.000000 Penalty: 13643.460938
	Iteration 99Q: 3 clusters Score -1.182415e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 64335 members 
Entering Unmasked Estep 
Score: -11824152.000000 Penalty: 13643.460938
	Iteration 100F: 3 clusters Score -1.182415e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 64350 members 
Entering Unmasked Estep 
Score: -11824157.000000 Penalty: 13643.460938
	Iteration 101Q: 3 clusters Score -1.182416e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 64366 members 
Entering Unmasked Estep 
Score: -11824135.000000 Penalty: 13643.460938
	Iteration 102Q: 3 clusters Score -1.182414e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 64383 members 
Entering Unmasked Estep 
Score: -11824174.000000 Penalty: 13643.460938
	Iteration 103Q: 3 clusters Score -1.182417e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 64399 members 
Entering Unmasked Estep 
Score: -11824177.000000 Penalty: 13643.460938
	Iteration 104Q: 3 clusters Score -1.182418e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 64416 members 
Entering Unmasked Estep 
Score: -11824180.000000 Penalty: 13643.460938
	Iteration 105Q: 3 clusters Score -1.182418e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 64431 members 
Entering Unmasked Estep 
Score: -11824178.000000 Penalty: 13643.460938
	Iteration 106Q: 3 clusters Score -1.182418e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 64451 members 
Entering Unmasked Estep 
Score: -11824200.000000 Penalty: 13643.460938
	Iteration 107Q: 3 clusters Score -1.18242e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 64467 members 
Entering Unmasked Estep 
Score: -11824187.000000 Penalty: 13643.460938
	Iteration 108Q: 3 clusters Score -1.182419e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 64488 members 
Entering Unmasked Estep 
Score: -11824190.000000 Penalty: 13643.460938
	Iteration 109Q: 3 clusters Score -1.182419e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 64515 members 
Entering Unmasked Estep 
Score: -11824189.000000 Penalty: 13643.460938
	Iteration 110Q: 3 clusters Score -1.182419e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 64534 members 
Entering Unmasked Estep 
Score: -11824189.000000 Penalty: 13643.460938
	Iteration 111Q: 3 clusters Score -1.182419e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 64555 members 
Entering Unmasked Estep 
Score: -11824198.000000 Penalty: 13643.460938
	Iteration 112Q: 3 clusters Score -1.18242e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 64570 members 
Entering Unmasked Estep 
Score: -11824198.000000 Penalty: 13643.460938
	Iteration 113Q: 3 clusters Score -1.18242e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 64587 members 
Entering Unmasked Estep 
Score: -11824194.000000 Penalty: 13643.460938
	Iteration 114Q: 3 clusters Score -1.182419e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 64606 members 
Entering Unmasked Estep 
Score: -11824198.000000 Penalty: 13643.460938
	Iteration 115Q: 3 clusters Score -1.18242e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 64619 members 
Entering Unmasked Estep 
Score: -11824224.000000 Penalty: 13643.460938
	Iteration 116Q: 3 clusters Score -1.182422e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 64637 members 
Entering Unmasked Estep 
Score: -11824218.000000 Penalty: 13643.460938
	Iteration 117Q: 3 clusters Score -1.182422e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 64649 members 
Entering Unmasked Estep 
Score: -11824230.000000 Penalty: 13643.460938
	Iteration 118Q: 3 clusters Score -1.182423e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 64664 members 
Entering Unmasked Estep 
Score: -11824225.000000 Penalty: 13643.460938
	Iteration 119Q: 3 clusters Score -1.182422e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 64680 members 
Entering Unmasked Estep 
Score: -11824230.000000 Penalty: 13643.460938
	Iteration 120F: 3 clusters Score -1.182423e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 64696 members 
Entering Unmasked Estep 
Score: -11824208.000000 Penalty: 13643.460938
	Iteration 121Q: 3 clusters Score -1.182421e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 64712 members 
Entering Unmasked Estep 
Score: -11824211.000000 Penalty: 13643.460938
	Iteration 122Q: 3 clusters Score -1.182421e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 64722 members 
Entering Unmasked Estep 
Score: -11824211.000000 Penalty: 13643.460938
	Iteration 123Q: 3 clusters Score -1.182421e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 64731 members 
Entering Unmasked Estep 
Score: -11824217.000000 Penalty: 13643.460938
	Iteration 124Q: 3 clusters Score -1.182422e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 64740 members 
Entering Unmasked Estep 
Score: -11824227.000000 Penalty: 13643.460938
	Iteration 125Q: 3 clusters Score -1.182423e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 64747 members 
Entering Unmasked Estep 
Score: -11824229.000000 Penalty: 13643.460938
	Iteration 126Q: 3 clusters Score -1.182423e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 64752 members 
Entering Unmasked Estep 
Score: -11824220.000000 Penalty: 13643.460938
	Iteration 127Q: 3 clusters Score -1.182422e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 64756 members 
Entering Unmasked Estep 
Score: -11824215.000000 Penalty: 13643.460938
	Iteration 128Q: 3 clusters Score -1.182422e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 64757 members 
Entering Unmasked Estep 
Score: -11824220.000000 Penalty: 13643.460938
	Iteration 129Q: 3 clusters Score -1.182422e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 64762 members 
Entering Unmasked Estep 
Score: -11824225.000000 Penalty: 13643.460938
	Iteration 130Q: 3 clusters Score -1.182422e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 64764 members 
Entering Unmasked Estep 
Score: -11824226.000000 Penalty: 13643.460938
	Iteration 131Q: 3 clusters Score -1.182423e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 64766 members 
Entering Unmasked Estep 
Score: -11824219.000000 Penalty: 13643.460938
	Iteration 132Q: 3 clusters Score -1.182422e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 64770 members 
Entering Unmasked Estep 
Score: -11824218.000000 Penalty: 13643.460938
	Iteration 133Q: 3 clusters Score -1.182422e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 64775 members 
Entering Unmasked Estep 
Score: -11824227.000000 Penalty: 13643.460938
	Iteration 134Q: 3 clusters Score -1.182423e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 64779 members 
Entering Unmasked Estep 
Score: -11824230.000000 Penalty: 13643.460938
	Iteration 135Q: 3 clusters Score -1.182423e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 64783 members 
Entering Unmasked Estep 
Score: -11824228.000000 Penalty: 13643.460938
	Iteration 136Q: 3 clusters Score -1.182423e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 64784 members 
Entering Unmasked Estep 
Score: -11824234.000000 Penalty: 13643.460938
	Iteration 137Q: 3 clusters Score -1.182423e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 64786 members 
Entering Unmasked Estep 
Score: -11824233.000000 Penalty: 13643.460938
	Iteration 138Q: 3 clusters Score -1.182423e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 64787 members 
Entering Unmasked Estep 
Score: -11824230.000000 Penalty: 13643.460938
	Iteration 139Q: 3 clusters Score -1.182423e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 64789 members 
Entering Unmasked Estep 
Score: -11824224.000000 Penalty: 13643.460938
	Iteration 140F: 3 clusters Score -1.182422e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 64792 members 
Entering Unmasked Estep 
Score: -11824228.000000 Penalty: 13643.460938
	Iteration 141Q: 3 clusters Score -1.182423e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 64797 members 
Entering Unmasked Estep 
Score: -11824248.000000 Penalty: 13643.460938
	Iteration 142Q: 3 clusters Score -1.182425e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 64800 members 
Entering Unmasked Estep 
Score: -11824247.000000 Penalty: 13643.460938
	Iteration 143Q: 3 clusters Score -1.182425e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 64803 members 
Entering Unmasked Estep 
Score: -11824256.000000 Penalty: 13643.460938
	Iteration 144Q: 3 clusters Score -1.182426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 64806 members 
Entering Unmasked Estep 
Score: -11824263.000000 Penalty: 13643.460938
	Iteration 145Q: 3 clusters Score -1.182426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 64808 members 
Entering Unmasked Estep 
Score: -11824250.000000 Penalty: 13643.460938
	Iteration 146Q: 3 clusters Score -1.182425e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 64811 members 
Entering Unmasked Estep 
Score: -11824261.000000 Penalty: 13643.460938
	Iteration 147Q: 3 clusters Score -1.182426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 64814 members 
Entering Unmasked Estep 
Score: -11824251.000000 Penalty: 13643.460938
	Iteration 148Q: 3 clusters Score -1.182425e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 64820 members 
Entering Unmasked Estep 
Score: -11824242.000000 Penalty: 13643.460938
	Iteration 149Q: 3 clusters Score -1.182424e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 64824 members 
Entering Unmasked Estep 
Score: -11824246.000000 Penalty: 13643.460938
	Iteration 150Q: 3 clusters Score -1.182425e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 64828 members 
Entering Unmasked Estep 
Score: -11824240.000000 Penalty: 13643.460938
	Iteration 151Q: 3 clusters Score -1.182424e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 64835 members 
Entering Unmasked Estep 
Score: -11824225.000000 Penalty: 13643.460938
	Iteration 152Q: 3 clusters Score -1.182422e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 64836 members 
Entering Unmasked Estep 
Score: -11824233.000000 Penalty: 13643.460938
	Iteration 153Q: 3 clusters Score -1.182423e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 64838 members 
Entering Unmasked Estep 
Score: -11824226.000000 Penalty: 13643.460938
	Iteration 154Q: 3 clusters Score -1.182423e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 64840 members 
Entering Unmasked Estep 
Score: -11824232.000000 Penalty: 13643.460938
	Iteration 155Q: 3 clusters Score -1.182423e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 64843 members 
Entering Unmasked Estep 
Score: -11824230.000000 Penalty: 13643.460938
	Iteration 156Q: 3 clusters Score -1.182423e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 64847 members 
Entering Unmasked Estep 
Score: -11824229.000000 Penalty: 13643.460938
	Iteration 157Q: 3 clusters Score -1.182423e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 64850 members 
Entering Unmasked Estep 
Score: -11824218.000000 Penalty: 13643.460938
	Iteration 158Q: 3 clusters Score -1.182422e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 64852 members 
Entering Unmasked Estep 
Score: -11824232.000000 Penalty: 13643.460938
	Iteration 159Q: 3 clusters Score -1.182423e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 64854 members 
Entering Unmasked Estep 
Score: -11824236.000000 Penalty: 13643.460938
	Iteration 160F: 3 clusters Score -1.182424e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 64857 members 
Entering Unmasked Estep 
Score: -11824245.000000 Penalty: 13643.460938
	Iteration 161Q: 3 clusters Score -1.182424e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 64860 members 
Entering Unmasked Estep 
Score: -11824232.000000 Penalty: 13643.460938
	Iteration 162Q: 3 clusters Score -1.182423e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 64860 members 
Entering Unmasked Estep 
Score: -11824232.000000 Penalty: 13643.460938
	Iteration 163F: 3 clusters Score -1.182423e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Entering Unmasked Estep 
Score: -61983.660156 Penalty: 3715.491211
	Iteration 0F: 2 clusters Score -61983.66 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 210 members 
Entering Unmasked Estep 
Score: -58825.445312 Penalty: 7430.982422
	Iteration 0F: 3 clusters Score -58825.45 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -58986.968750 Penalty: 7430.982422
	Iteration 1F: 3 clusters Score -58986.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -59054.746094 Penalty: 7430.982422
	Iteration 2Q: 3 clusters Score -59054.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -59102.996094 Penalty: 7430.982422
	Iteration 3Q: 3 clusters Score -59103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -59152.894531 Penalty: 7430.982422
	Iteration 4Q: 3 clusters Score -59152.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -59164.367188 Penalty: 7430.982422
	Iteration 5Q: 3 clusters Score -59164.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -59194.511719 Penalty: 7430.982422
	Iteration 6Q: 3 clusters Score -59194.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -59241.722656 Penalty: 7430.982422
	Iteration 7Q: 3 clusters Score -59241.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -59295.390625 Penalty: 7430.982422
	Iteration 8Q: 3 clusters Score -59295.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -59338.398438 Penalty: 7430.982422
	Iteration 9Q: 3 clusters Score -59338.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -59342.234375 Penalty: 7430.982422
	Iteration 10Q: 3 clusters Score -59342.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -59347.617188 Penalty: 7430.982422
	Iteration 11Q: 3 clusters Score -59347.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -59347.617188 Penalty: 7430.982422
	Iteration 12F: 3 clusters Score -59347.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Entering Unmasked Estep 
Score: -112498.796875 Penalty: 4034.874512
	Iteration 0F: 2 clusters Score -112498.8 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 379 members 
Entering Unmasked Estep 
Score: -108697.101562 Penalty: 8069.749023
	Iteration 0F: 3 clusters Score -108697.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -108958.078125 Penalty: 8069.749023
	Iteration 1F: 3 clusters Score -108958.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -109001.414062 Penalty: 8069.749023
	Iteration 2Q: 3 clusters Score -109001.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -109024.304688 Penalty: 8069.749023
	Iteration 3Q: 3 clusters Score -109024.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -109031.140625 Penalty: 8069.749023
	Iteration 4Q: 3 clusters Score -109031.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -109031.140625 Penalty: 8069.749023
	Iteration 5F: 3 clusters Score -109031.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -327034.062500 Penalty: 4642.240234
	Iteration 0F: 2 clusters Score -327034.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -322075.000000 Penalty: 9284.480469
	Iteration 0F: 3 clusters Score -322075 nChanged 433
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: -322796.218750 Penalty: 9284.480469
	Iteration 1F: 3 clusters Score -322796.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -323153.562500 Penalty: 9284.480469
	Iteration 2F: 3 clusters Score -323153.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -323362.468750 Penalty: 9284.480469
	Iteration 3Q: 3 clusters Score -323362.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -323573.718750 Penalty: 9284.480469
	Iteration 4Q: 3 clusters Score -323573.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -323923.187500 Penalty: 9284.480469
	Iteration 5Q: 3 clusters Score -323923.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -324534.156250 Penalty: 9284.480469
	Iteration 6F: 3 clusters Score -324534.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -325532.875000 Penalty: 9284.480469
	Iteration 7F: 3 clusters Score -325532.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -325891.468750 Penalty: 9284.480469
	Iteration 8F: 3 clusters Score -325891.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -326115.218750 Penalty: 9284.480469
	Iteration 9Q: 3 clusters Score -326115.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -326275.531250 Penalty: 9284.480469
	Iteration 10Q: 3 clusters Score -326275.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -326371.375000 Penalty: 9284.480469
	Iteration 11Q: 3 clusters Score -326371.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -326454.625000 Penalty: 9284.480469
	Iteration 12Q: 3 clusters Score -326454.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -326543.718750 Penalty: 9284.480469
	Iteration 13Q: 3 clusters Score -326543.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -326602.625000 Penalty: 9284.480469
	Iteration 14Q: 3 clusters Score -326602.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -326635.750000 Penalty: 9284.480469
	Iteration 15Q: 3 clusters Score -326635.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -326673.281250 Penalty: 9284.480469
	Iteration 16Q: 3 clusters Score -326673.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -326689.437500 Penalty: 9284.480469
	Iteration 17Q: 3 clusters Score -326689.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -326713.468750 Penalty: 9284.480469
	Iteration 18Q: 3 clusters Score -326713.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -326739.750000 Penalty: 9284.480469
	Iteration 19Q: 3 clusters Score -326739.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -326775.031250 Penalty: 9284.480469
	Iteration 20F: 3 clusters Score -326775 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -326865.781250 Penalty: 9284.480469
	Iteration 21Q: 3 clusters Score -326865.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -327003.718750 Penalty: 9284.480469
	Iteration 22Q: 3 clusters Score -327003.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -327516.531250 Penalty: 9284.480469
	Iteration 23Q: 3 clusters Score -327516.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -327876.500000 Penalty: 9284.480469
	Iteration 24Q: 3 clusters Score -327876.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -327909.750000 Penalty: 9284.480469
	Iteration 25Q: 3 clusters Score -327909.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -327909.750000 Penalty: 9284.480469
	Iteration 26F: 3 clusters Score -327909.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 95941 members 
Mstep: Class 3 contains 47022 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20324 members 
Mstep: Class 6 contains 55194 members 
Mstep: Class 7 contains 319319 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130790 members 
Mstep: Class 12 contains 10530 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39288 members 
Mstep: Class 15 contains 30857 members 
Mstep: Class 16 contains 68701 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 420 members 
Mstep: Class 20 contains 542105 members 
Mstep: Class 21 contains 1537 members 
Entering Unmasked Estep 
Score: -233302784.000000 Penalty: 181791.359375
Splitting cluster 19 changes total score from -233304688.000000 to -233302784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (542105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542105 members 
Entering Unmasked Estep 
Score: -93013512.000000 Penalty: 8086.968750
	Iteration 0F: 2 clusters Score -9.301351e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271117 members 
Mstep: Class 2 contains 270988 members 
Entering Unmasked Estep 
Score: -92689536.000000 Penalty: 16173.937500
	Iteration 0F: 3 clusters Score -9.268954e+07 nChanged 260890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270029 members 
Mstep: Class 2 contains 272076 members 
Entering Unmasked Estep 
Score: -92841064.000000 Penalty: 16173.937500
	Iteration 1F: 3 clusters Score -9.284106e+07 nChanged 11518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269673 members 
Mstep: Class 2 contains 272432 members 
Entering Unmasked Estep 
Score: -92842760.000000 Penalty: 16173.937500
	Iteration 2Q: 3 clusters Score -9.284276e+07 nChanged 11241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268924 members 
Mstep: Class 2 contains 273181 members 
Entering Unmasked Estep 
Score: -92844232.000000 Penalty: 16173.937500
	Iteration 3Q: 3 clusters Score -9.284423e+07 nChanged 11464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267822 members 
Mstep: Class 2 contains 274283 members 
Entering Unmasked Estep 
Score: -92845736.000000 Penalty: 16173.937500
	Iteration 4Q: 3 clusters Score -9.284574e+07 nChanged 12218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266120 members 
Mstep: Class 2 contains 275985 members 
Entering Unmasked Estep 
Score: -92847944.000000 Penalty: 16173.937500
	Iteration 5Q: 3 clusters Score -9.284794e+07 nChanged 13334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263708 members 
Mstep: Class 2 contains 278397 members 
Entering Unmasked Estep 
Score: -92851208.000000 Penalty: 16173.937500
	Iteration 6Q: 3 clusters Score -9.285121e+07 nChanged 15211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260449 members 
Mstep: Class 2 contains 281656 members 
Entering Unmasked Estep 
Score: -92855200.000000 Penalty: 16173.937500
	Iteration 7Q: 3 clusters Score -9.28552e+07 nChanged 17777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255934 members 
Mstep: Class 2 contains 286171 members 
Entering Unmasked Estep 
Score: -92862304.000000 Penalty: 16173.937500
	Iteration 8Q: 3 clusters Score -9.28623e+07 nChanged 21037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249967 members 
Mstep: Class 2 contains 292138 members 
Entering Unmasked Estep 
Score: -92871432.000000 Penalty: 16173.937500
	Iteration 9Q: 3 clusters Score -9.287143e+07 nChanged 24527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242986 members 
Mstep: Class 2 contains 299119 members 
Entering Unmasked Estep 
Score: -92883544.000000 Penalty: 16173.937500
	Iteration 10Q: 3 clusters Score -9.288354e+07 nChanged 28345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235233 members 
Mstep: Class 2 contains 306872 members 
Entering Unmasked Estep 
Score: -92900336.000000 Penalty: 16173.937500
	Iteration 11F: 3 clusters Score -9.290034e+07 nChanged 31156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227741 members 
Mstep: Class 2 contains 314364 members 
Entering Unmasked Estep 
Score: -92918936.000000 Penalty: 16173.937500
	Iteration 12F: 3 clusters Score -9.291894e+07 nChanged 31732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220845 members 
Mstep: Class 2 contains 321260 members 
Entering Unmasked Estep 
Score: -92936424.000000 Penalty: 16173.937500
	Iteration 13F: 3 clusters Score -9.293642e+07 nChanged 28405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214048 members 
Mstep: Class 2 contains 328057 members 
Entering Unmasked Estep 
Score: -92949136.000000 Penalty: 16173.937500
	Iteration 14F: 3 clusters Score -9.294914e+07 nChanged 22367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206853 members 
Mstep: Class 2 contains 335252 members 
Entering Unmasked Estep 
Score: -92957088.000000 Penalty: 16173.937500
	Iteration 15Q: 3 clusters Score -9.295709e+07 nChanged 16242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199565 members 
Mstep: Class 2 contains 342540 members 
Entering Unmasked Estep 
Score: -92961856.000000 Penalty: 16173.937500
	Iteration 16Q: 3 clusters Score -9.296186e+07 nChanged 12160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192523 members 
Mstep: Class 2 contains 349582 members 
Entering Unmasked Estep 
Score: -92964552.000000 Penalty: 16173.937500
	Iteration 17Q: 3 clusters Score -9.296455e+07 nChanged 9773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185634 members 
Mstep: Class 2 contains 356471 members 
Entering Unmasked Estep 
Score: -92966192.000000 Penalty: 16173.937500
	Iteration 18Q: 3 clusters Score -9.296619e+07 nChanged 8344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179078 members 
Mstep: Class 2 contains 363027 members 
Entering Unmasked Estep 
Score: -92967656.000000 Penalty: 16173.937500
	Iteration 19Q: 3 clusters Score -9.296766e+07 nChanged 7483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172687 members 
Mstep: Class 2 contains 369418 members 
Entering Unmasked Estep 
Score: -92968952.000000 Penalty: 16173.937500
	Iteration 20F: 3 clusters Score -9.296895e+07 nChanged 7086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166371 members 
Mstep: Class 2 contains 375734 members 
Entering Unmasked Estep 
Score: -92969992.000000 Penalty: 16173.937500
	Iteration 21Q: 3 clusters Score -9.296999e+07 nChanged 7050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159777 members 
Mstep: Class 2 contains 382328 members 
Entering Unmasked Estep 
Score: -92971392.000000 Penalty: 16173.937500
	Iteration 22Q: 3 clusters Score -9.297139e+07 nChanged 7154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152919 members 
Mstep: Class 2 contains 389186 members 
Entering Unmasked Estep 
Score: -92972416.000000 Penalty: 16173.937500
	Iteration 23Q: 3 clusters Score -9.297242e+07 nChanged 7081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146086 members 
Mstep: Class 2 contains 396019 members 
Entering Unmasked Estep 
Score: -92973656.000000 Penalty: 16173.937500
	Iteration 24Q: 3 clusters Score -9.297366e+07 nChanged 7186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139086 members 
Mstep: Class 2 contains 403019 members 
Entering Unmasked Estep 
Score: -92975576.000000 Penalty: 16173.937500
	Iteration 25Q: 3 clusters Score -9.297558e+07 nChanged 7573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131623 members 
Mstep: Class 2 contains 410482 members 
Entering Unmasked Estep 
Score: -92978688.000000 Penalty: 16173.937500
	Iteration 26Q: 3 clusters Score -9.297869e+07 nChanged 8281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123412 members 
Mstep: Class 2 contains 418693 members 
Entering Unmasked Estep 
Score: -92981016.000000 Penalty: 16173.937500
	Iteration 27Q: 3 clusters Score -9.298102e+07 nChanged 8929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114499 members 
Mstep: Class 2 contains 427606 members 
Entering Unmasked Estep 
Score: -92984728.000000 Penalty: 16173.937500
	Iteration 28Q: 3 clusters Score -9.298473e+07 nChanged 10165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104336 members 
Mstep: Class 2 contains 437769 members 
Entering Unmasked Estep 
Score: -92988288.000000 Penalty: 16173.937500
	Iteration 29Q: 3 clusters Score -9.298829e+07 nChanged 11302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93036 members 
Mstep: Class 2 contains 449069 members 
Entering Unmasked Estep 
Score: -92990672.000000 Penalty: 16173.937500
	Iteration 30Q: 3 clusters Score -9.299067e+07 nChanged 11806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81236 members 
Mstep: Class 2 contains 460869 members 
Entering Unmasked Estep 
Score: -92993432.000000 Penalty: 16173.937500
	Iteration 31Q: 3 clusters Score -9.299343e+07 nChanged 11868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69370 members 
Mstep: Class 2 contains 472735 members 
Entering Unmasked Estep 
Score: -92996016.000000 Penalty: 16173.937500
	Iteration 32Q: 3 clusters Score -9.299602e+07 nChanged 11937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57437 members 
Mstep: Class 2 contains 484668 members 
Entering Unmasked Estep 
Score: -92998328.000000 Penalty: 16173.937500
	Iteration 33Q: 3 clusters Score -9.299833e+07 nChanged 11411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46052 members 
Mstep: Class 2 contains 496053 members 
Entering Unmasked Estep 
Score: -93000096.000000 Penalty: 16173.937500
	Iteration 34Q: 3 clusters Score -9.30001e+07 nChanged 10499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35571 members 
Mstep: Class 2 contains 506534 members 
Entering Unmasked Estep 
Score: -93001760.000000 Penalty: 16173.937500
	Iteration 35Q: 3 clusters Score -9.300176e+07 nChanged 8796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26797 members 
Mstep: Class 2 contains 515308 members 
Entering Unmasked Estep 
Score: -93003320.000000 Penalty: 16173.937500
	Iteration 36Q: 3 clusters Score -9.300332e+07 nChanged 6895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 522185 members 
Entering Unmasked Estep 
Score: -93005408.000000 Penalty: 16173.937500
	Iteration 37Q: 3 clusters Score -9.300541e+07 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 527381 members 
Entering Unmasked Estep 
Score: -93007096.000000 Penalty: 16173.937500
	Iteration 38Q: 3 clusters Score -9.30071e+07 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 531034 members 
Entering Unmasked Estep 
Score: -93007672.000000 Penalty: 16173.937500
	Iteration 39Q: 3 clusters Score -9.300767e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 533564 members 
Entering Unmasked Estep 
Score: -93008088.000000 Penalty: 16173.937500
	Iteration 40F: 3 clusters Score -9.300809e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 535154 members 
Entering Unmasked Estep 
Score: -93008096.000000 Penalty: 16173.937500
	Iteration 41Q: 3 clusters Score -9.30081e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 536238 members 
Entering Unmasked Estep 
Score: -93008472.000000 Penalty: 16173.937500
	Iteration 42Q: 3 clusters Score -9.300847e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 536968 members 
Entering Unmasked Estep 
Score: -93008568.000000 Penalty: 16173.937500
	Iteration 43Q: 3 clusters Score -9.300857e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 537515 members 
Entering Unmasked Estep 
Score: -93008712.000000 Penalty: 16173.937500
	Iteration 44Q: 3 clusters Score -9.300871e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 537882 members 
Entering Unmasked Estep 
Score: -93008744.000000 Penalty: 16173.937500
	Iteration 45Q: 3 clusters Score -9.300874e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 538159 members 
Entering Unmasked Estep 
Score: -93008880.000000 Penalty: 16173.937500
	Iteration 46Q: 3 clusters Score -9.300888e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 538361 members 
Entering Unmasked Estep 
Score: -93008928.000000 Penalty: 16173.937500
	Iteration 47Q: 3 clusters Score -9.300893e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 538522 members 
Entering Unmasked Estep 
Score: -93009008.000000 Penalty: 16173.937500
	Iteration 48Q: 3 clusters Score -9.300901e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 538646 members 
Entering Unmasked Estep 
Score: -93009168.000000 Penalty: 16173.937500
	Iteration 49Q: 3 clusters Score -9.300917e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 538756 members 
Entering Unmasked Estep 
Score: -93009112.000000 Penalty: 16173.937500
	Iteration 50Q: 3 clusters Score -9.300911e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 538833 members 
Entering Unmasked Estep 
Score: -93009224.000000 Penalty: 16173.937500
	Iteration 51Q: 3 clusters Score -9.300922e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 538897 members 
Entering Unmasked Estep 
Score: -93009256.000000 Penalty: 16173.937500
	Iteration 52Q: 3 clusters Score -9.300926e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 538954 members 
Entering Unmasked Estep 
Score: -93009264.000000 Penalty: 16173.937500
	Iteration 53Q: 3 clusters Score -9.300926e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 538989 members 
Entering Unmasked Estep 
Score: -93009248.000000 Penalty: 16173.937500
	Iteration 54Q: 3 clusters Score -9.300925e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 539018 members 
Entering Unmasked Estep 
Score: -93009256.000000 Penalty: 16173.937500
	Iteration 55Q: 3 clusters Score -9.300926e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 539046 members 
Entering Unmasked Estep 
Score: -93009288.000000 Penalty: 16173.937500
	Iteration 56Q: 3 clusters Score -9.300929e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 539062 members 
Entering Unmasked Estep 
Score: -93009224.000000 Penalty: 16173.937500
	Iteration 57Q: 3 clusters Score -9.300922e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 539083 members 
Entering Unmasked Estep 
Score: -93009280.000000 Penalty: 16173.937500
	Iteration 58Q: 3 clusters Score -9.300928e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 539093 members 
Entering Unmasked Estep 
Score: -93009264.000000 Penalty: 16173.937500
	Iteration 59Q: 3 clusters Score -9.300926e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 539121 members 
Entering Unmasked Estep 
Score: -93009280.000000 Penalty: 16173.937500
	Iteration 60F: 3 clusters Score -9.300928e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 539135 members 
Entering Unmasked Estep 
Score: -93009256.000000 Penalty: 16173.937500
	Iteration 61Q: 3 clusters Score -9.300926e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 539151 members 
Entering Unmasked Estep 
Score: -93009288.000000 Penalty: 16173.937500
	Iteration 62Q: 3 clusters Score -9.300929e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 539167 members 
Entering Unmasked Estep 
Score: -93009264.000000 Penalty: 16173.937500
	Iteration 63Q: 3 clusters Score -9.300926e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 539189 members 
Entering Unmasked Estep 
Score: -93009304.000000 Penalty: 16173.937500
	Iteration 64Q: 3 clusters Score -9.30093e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 539218 members 
Entering Unmasked Estep 
Score: -93009352.000000 Penalty: 16173.937500
	Iteration 65Q: 3 clusters Score -9.300935e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 539235 members 
Entering Unmasked Estep 
Score: -93009320.000000 Penalty: 16173.937500
	Iteration 66Q: 3 clusters Score -9.300932e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 539249 members 
Entering Unmasked Estep 
Score: -93009296.000000 Penalty: 16173.937500
	Iteration 67Q: 3 clusters Score -9.30093e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 539266 members 
Entering Unmasked Estep 
Score: -93009368.000000 Penalty: 16173.937500
	Iteration 68Q: 3 clusters Score -9.300937e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 539281 members 
Entering Unmasked Estep 
Score: -93009408.000000 Penalty: 16173.937500
	Iteration 69Q: 3 clusters Score -9.300941e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 539293 members 
Entering Unmasked Estep 
Score: -93009360.000000 Penalty: 16173.937500
	Iteration 70Q: 3 clusters Score -9.300936e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 539306 members 
Entering Unmasked Estep 
Score: -93009360.000000 Penalty: 16173.937500
	Iteration 71Q: 3 clusters Score -9.300936e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 539320 members 
Entering Unmasked Estep 
Score: -93009416.000000 Penalty: 16173.937500
	Iteration 72Q: 3 clusters Score -9.300942e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 539333 members 
Entering Unmasked Estep 
Score: -93009424.000000 Penalty: 16173.937500
	Iteration 73Q: 3 clusters Score -9.300942e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 539341 members 
Entering Unmasked Estep 
Score: -93009464.000000 Penalty: 16173.937500
	Iteration 74Q: 3 clusters Score -9.300946e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 539349 members 
Entering Unmasked Estep 
Score: -93009464.000000 Penalty: 16173.937500
	Iteration 75Q: 3 clusters Score -9.300946e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 539354 members 
Entering Unmasked Estep 
Score: -93009472.000000 Penalty: 16173.937500
	Iteration 76Q: 3 clusters Score -9.300947e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 539358 members 
Entering Unmasked Estep 
Score: -93009448.000000 Penalty: 16173.937500
	Iteration 77Q: 3 clusters Score -9.300945e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 539369 members 
Entering Unmasked Estep 
Score: -93009424.000000 Penalty: 16173.937500
	Iteration 78Q: 3 clusters Score -9.300942e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 539378 members 
Entering Unmasked Estep 
Score: -93009408.000000 Penalty: 16173.937500
	Iteration 79Q: 3 clusters Score -9.300941e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 539381 members 
Entering Unmasked Estep 
Score: -93009448.000000 Penalty: 16173.937500
	Iteration 80F: 3 clusters Score -9.300945e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 539383 members 
Entering Unmasked Estep 
Score: -93009448.000000 Penalty: 16173.937500
	Iteration 81Q: 3 clusters Score -9.300945e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 539384 members 
Entering Unmasked Estep 
Score: -93009488.000000 Penalty: 16173.937500
	Iteration 82Q: 3 clusters Score -9.300949e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 539384 members 
Entering Unmasked Estep 
Score: -93009536.000000 Penalty: 16173.937500
	Iteration 83Q: 3 clusters Score -9.300954e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 539387 members 
Entering Unmasked Estep 
Score: -93009520.000000 Penalty: 16173.937500
	Iteration 84Q: 3 clusters Score -9.300952e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 539391 members 
Entering Unmasked Estep 
Score: -93009520.000000 Penalty: 16173.937500
	Iteration 85Q: 3 clusters Score -9.300952e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 539391 members 
Entering Unmasked Estep 
Score: -93009512.000000 Penalty: 16173.937500
	Iteration 86Q: 3 clusters Score -9.300951e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 539393 members 
Entering Unmasked Estep 
Score: -93009496.000000 Penalty: 16173.937500
	Iteration 87Q: 3 clusters Score -9.30095e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 539394 members 
Entering Unmasked Estep 
Score: -93009536.000000 Penalty: 16173.937500
	Iteration 88Q: 3 clusters Score -9.300954e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 539394 members 
Entering Unmasked Estep 
Score: -93009496.000000 Penalty: 16173.937500
	Iteration 89Q: 3 clusters Score -9.30095e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 539393 members 
Entering Unmasked Estep 
Score: -93009528.000000 Penalty: 16173.937500
	Iteration 90Q: 3 clusters Score -9.300953e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 539390 members 
Entering Unmasked Estep 
Score: -93009544.000000 Penalty: 16173.937500
	Iteration 91Q: 3 clusters Score -9.300954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 539389 members 
Entering Unmasked Estep 
Score: -93009528.000000 Penalty: 16173.937500
	Iteration 92Q: 3 clusters Score -9.300953e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 539390 members 
Entering Unmasked Estep 
Score: -93009544.000000 Penalty: 16173.937500
	Iteration 93Q: 3 clusters Score -9.300954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 539390 members 
Entering Unmasked Estep 
Score: -93009552.000000 Penalty: 16173.937500
	Iteration 94Q: 3 clusters Score -9.300955e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 539391 members 
Entering Unmasked Estep 
Score: -93009528.000000 Penalty: 16173.937500
	Iteration 95Q: 3 clusters Score -9.300953e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 539393 members 
Entering Unmasked Estep 
Score: -93009536.000000 Penalty: 16173.937500
	Iteration 96Q: 3 clusters Score -9.300954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 539394 members 
Entering Unmasked Estep 
Score: -93009568.000000 Penalty: 16173.937500
	Iteration 97Q: 3 clusters Score -9.300957e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 539397 members 
Entering Unmasked Estep 
Score: -93009592.000000 Penalty: 16173.937500
	Iteration 98Q: 3 clusters Score -9.300959e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 539400 members 
Entering Unmasked Estep 
Score: -93009584.000000 Penalty: 16173.937500
	Iteration 99Q: 3 clusters Score -9.300958e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 539401 members 
Entering Unmasked Estep 
Score: -93009536.000000 Penalty: 16173.937500
	Iteration 100F: 3 clusters Score -9.300954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 539401 members 
Entering Unmasked Estep 
Score: -93009544.000000 Penalty: 16173.937500
	Iteration 101Q: 3 clusters Score -9.300954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 539402 members 
Entering Unmasked Estep 
Score: -93009584.000000 Penalty: 16173.937500
	Iteration 102Q: 3 clusters Score -9.300958e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 539402 members 
Entering Unmasked Estep 
Score: -93009552.000000 Penalty: 16173.937500
	Iteration 103Q: 3 clusters Score -9.300955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 539404 members 
Entering Unmasked Estep 
Score: -93009536.000000 Penalty: 16173.937500
	Iteration 104Q: 3 clusters Score -9.300954e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 539404 members 
Entering Unmasked Estep 
Score: -93009536.000000 Penalty: 16173.937500
	Iteration 105F: 3 clusters Score -9.300954e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 95941 members 
Mstep: Class 3 contains 47022 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20324 members 
Mstep: Class 6 contains 55194 members 
Mstep: Class 7 contains 319319 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130790 members 
Mstep: Class 12 contains 10530 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39288 members 
Mstep: Class 15 contains 30857 members 
Mstep: Class 16 contains 68701 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1957 members 
Mstep: Class 20 contains 542105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304624.000000 Penalty: 173134.625000
Iteration 159Q: 21 clusters Score -2.333046e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 95937 members 
Mstep: Class 3 contains 47019 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20324 members 
Mstep: Class 6 contains 55196 members 
Mstep: Class 7 contains 319374 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130790 members 
Mstep: Class 12 contains 10525 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39289 members 
Mstep: Class 15 contains 30856 members 
Mstep: Class 16 contains 68699 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1957 members 
Mstep: Class 20 contains 542062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304736.000000 Penalty: 173134.625000
Iteration 160F: 21 clusters Score -2.333047e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 95939 members 
Mstep: Class 3 contains 47017 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20324 members 
Mstep: Class 6 contains 55197 members 
Mstep: Class 7 contains 319428 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130790 members 
Mstep: Class 12 contains 10517 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39285 members 
Mstep: Class 15 contains 30855 members 
Mstep: Class 16 contains 68694 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1957 members 
Mstep: Class 20 contains 542025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304544.000000 Penalty: 173134.625000
Iteration 161Q: 21 clusters Score -2.333045e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 95937 members 
Mstep: Class 3 contains 47019 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20324 members 
Mstep: Class 6 contains 55205 members 
Mstep: Class 7 contains 319474 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130787 members 
Mstep: Class 12 contains 10514 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39286 members 
Mstep: Class 15 contains 30857 members 
Mstep: Class 16 contains 68686 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1957 members 
Mstep: Class 20 contains 541982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304832.000000 Penalty: 173134.625000
Iteration 162Q: 21 clusters Score -2.333048e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 95935 members 
Mstep: Class 3 contains 47016 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20324 members 
Mstep: Class 6 contains 55208 members 
Mstep: Class 7 contains 319530 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130785 members 
Mstep: Class 12 contains 10511 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39283 members 
Mstep: Class 15 contains 30858 members 
Mstep: Class 16 contains 68681 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1957 members 
Mstep: Class 20 contains 541940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304880.000000 Penalty: 173134.625000
Iteration 163Q: 21 clusters Score -2.333049e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 95934 members 
Mstep: Class 3 contains 47014 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20324 members 
Mstep: Class 6 contains 55211 members 
Mstep: Class 7 contains 319597 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130779 members 
Mstep: Class 12 contains 10508 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39282 members 
Mstep: Class 15 contains 30860 members 
Mstep: Class 16 contains 68678 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1957 members 
Mstep: Class 20 contains 541884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304752.000000 Penalty: 173134.625000
Iteration 164Q: 21 clusters Score -2.333048e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 95931 members 
Mstep: Class 3 contains 47011 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20324 members 
Mstep: Class 6 contains 55219 members 
Mstep: Class 7 contains 319652 members 
Mstep: Class 8 contains 2442 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130777 members 
Mstep: Class 12 contains 10507 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39282 members 
Mstep: Class 15 contains 30858 members 
Mstep: Class 16 contains 68671 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1957 members 
Mstep: Class 20 contains 541838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304720.000000 Penalty: 173134.625000
Iteration 165Q: 21 clusters Score -2.333047e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 95928 members 
Mstep: Class 3 contains 47009 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20324 members 
Mstep: Class 6 contains 55225 members 
Mstep: Class 7 contains 319706 members 
Mstep: Class 8 contains 2442 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130775 members 
Mstep: Class 12 contains 10506 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39282 members 
Mstep: Class 15 contains 30856 members 
Mstep: Class 16 contains 68666 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1957 members 
Mstep: Class 20 contains 541793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304864.000000 Penalty: 173134.625000
Iteration 166Q: 21 clusters Score -2.333049e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 95926 members 
Mstep: Class 3 contains 47007 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20324 members 
Mstep: Class 6 contains 55231 members 
Mstep: Class 7 contains 319748 members 
Mstep: Class 8 contains 2442 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130777 members 
Mstep: Class 12 contains 10503 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39282 members 
Mstep: Class 15 contains 30857 members 
Mstep: Class 16 contains 68662 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1957 members 
Mstep: Class 20 contains 541753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304912.000000 Penalty: 173134.625000
Iteration 167Q: 21 clusters Score -2.333049e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 95921 members 
Mstep: Class 3 contains 47005 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20324 members 
Mstep: Class 6 contains 55231 members 
Mstep: Class 7 contains 319815 members 
Mstep: Class 8 contains 2442 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130782 members 
Mstep: Class 12 contains 10501 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39281 members 
Mstep: Class 15 contains 30858 members 
Mstep: Class 16 contains 68657 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1957 members 
Mstep: Class 20 contains 541695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304752.000000 Penalty: 173134.625000
Iteration 168Q: 21 clusters Score -2.333048e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 95916 members 
Mstep: Class 3 contains 47004 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20324 members 
Mstep: Class 6 contains 55230 members 
Mstep: Class 7 contains 319874 members 
Mstep: Class 8 contains 2442 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130786 members 
Mstep: Class 12 contains 10500 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39282 members 
Mstep: Class 15 contains 30855 members 
Mstep: Class 16 contains 68649 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1957 members 
Mstep: Class 20 contains 541650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304864.000000 Penalty: 173134.625000
Iteration 169Q: 21 clusters Score -2.333049e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 95914 members 
Mstep: Class 3 contains 47002 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20324 members 
Mstep: Class 6 contains 55231 members 
Mstep: Class 7 contains 319948 members 
Mstep: Class 8 contains 2442 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130779 members 
Mstep: Class 12 contains 10499 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39282 members 
Mstep: Class 15 contains 30856 members 
Mstep: Class 16 contains 68647 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1957 members 
Mstep: Class 20 contains 541588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304976.000000 Penalty: 173134.625000
Iteration 170Q: 21 clusters Score -2.33305e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 95912 members 
Mstep: Class 3 contains 47001 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55235 members 
Mstep: Class 7 contains 320008 members 
Mstep: Class 8 contains 2442 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130773 members 
Mstep: Class 12 contains 10497 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39283 members 
Mstep: Class 15 contains 30856 members 
Mstep: Class 16 contains 68642 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1957 members 
Mstep: Class 20 contains 541538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304864.000000 Penalty: 173134.625000
Iteration 171Q: 21 clusters Score -2.333049e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 95909 members 
Mstep: Class 3 contains 46998 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55241 members 
Mstep: Class 7 contains 320072 members 
Mstep: Class 8 contains 2442 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130774 members 
Mstep: Class 12 contains 10495 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39285 members 
Mstep: Class 15 contains 30857 members 
Mstep: Class 16 contains 68635 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1957 members 
Mstep: Class 20 contains 541479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304768.000000 Penalty: 173134.625000
Iteration 172Q: 21 clusters Score -2.333048e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 95907 members 
Mstep: Class 3 contains 46999 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55246 members 
Mstep: Class 7 contains 320128 members 
Mstep: Class 8 contains 2442 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130776 members 
Mstep: Class 12 contains 10491 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39285 members 
Mstep: Class 15 contains 30853 members 
Mstep: Class 16 contains 68623 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1957 members 
Mstep: Class 20 contains 541437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304752.000000 Penalty: 173134.625000
Iteration 173Q: 21 clusters Score -2.333048e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 95906 members 
Mstep: Class 3 contains 46992 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55250 members 
Mstep: Class 7 contains 320191 members 
Mstep: Class 8 contains 2442 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130774 members 
Mstep: Class 12 contains 10488 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39287 members 
Mstep: Class 15 contains 30852 members 
Mstep: Class 16 contains 68615 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1958 members 
Mstep: Class 20 contains 541389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304960.000000 Penalty: 173134.625000
Iteration 174Q: 21 clusters Score -2.33305e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 95902 members 
Mstep: Class 3 contains 46996 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55256 members 
Mstep: Class 7 contains 320240 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130777 members 
Mstep: Class 12 contains 10487 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39285 members 
Mstep: Class 15 contains 30849 members 
Mstep: Class 16 contains 68607 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 541344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233305056.000000 Penalty: 173134.625000
Iteration 175Q: 21 clusters Score -2.333051e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 95898 members 
Mstep: Class 3 contains 46994 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55264 members 
Mstep: Class 7 contains 320280 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130791 members 
Mstep: Class 12 contains 10486 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39284 members 
Mstep: Class 15 contains 30842 members 
Mstep: Class 16 contains 68597 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 541307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233305104.000000 Penalty: 173134.625000
Iteration 176Q: 21 clusters Score -2.333051e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 95892 members 
Mstep: Class 3 contains 46994 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55270 members 
Mstep: Class 7 contains 320330 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130794 members 
Mstep: Class 12 contains 10484 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39281 members 
Mstep: Class 15 contains 30838 members 
Mstep: Class 16 contains 68591 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 541269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233305120.000000 Penalty: 173134.625000
Iteration 177Q: 21 clusters Score -2.333051e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 95892 members 
Mstep: Class 3 contains 46994 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55272 members 
Mstep: Class 7 contains 320370 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130798 members 
Mstep: Class 12 contains 10482 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39279 members 
Mstep: Class 15 contains 30832 members 
Mstep: Class 16 contains 68585 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 541239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233305152.000000 Penalty: 173134.625000
Iteration 178Q: 21 clusters Score -2.333052e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 95891 members 
Mstep: Class 3 contains 46995 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55274 members 
Mstep: Class 7 contains 320404 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130807 members 
Mstep: Class 12 contains 10480 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39278 members 
Mstep: Class 15 contains 30833 members 
Mstep: Class 16 contains 68581 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 541200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233305216.000000 Penalty: 173134.625000
Iteration 179Q: 21 clusters Score -2.333052e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 95883 members 
Mstep: Class 3 contains 46997 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55274 members 
Mstep: Class 7 contains 320430 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130813 members 
Mstep: Class 12 contains 10477 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39278 members 
Mstep: Class 15 contains 30832 members 
Mstep: Class 16 contains 68568 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 541191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233305056.000000 Penalty: 173134.625000
Iteration 180F: 21 clusters Score -2.333051e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 95881 members 
Mstep: Class 3 contains 46997 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55275 members 
Mstep: Class 7 contains 320453 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130822 members 
Mstep: Class 12 contains 10474 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39278 members 
Mstep: Class 15 contains 30831 members 
Mstep: Class 16 contains 68554 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 541178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304912.000000 Penalty: 173134.625000
Iteration 181Q: 21 clusters Score -2.333049e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 95884 members 
Mstep: Class 3 contains 46996 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55279 members 
Mstep: Class 7 contains 320479 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130827 members 
Mstep: Class 12 contains 10469 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39278 members 
Mstep: Class 15 contains 30832 members 
Mstep: Class 16 contains 68538 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 541161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304960.000000 Penalty: 173134.625000
Iteration 182Q: 21 clusters Score -2.33305e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 95886 members 
Mstep: Class 3 contains 46995 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55280 members 
Mstep: Class 7 contains 320509 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130827 members 
Mstep: Class 12 contains 10466 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39278 members 
Mstep: Class 15 contains 30836 members 
Mstep: Class 16 contains 68524 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 541142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304960.000000 Penalty: 173134.625000
Iteration 183Q: 21 clusters Score -2.33305e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 95891 members 
Mstep: Class 3 contains 46993 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55282 members 
Mstep: Class 7 contains 320544 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130832 members 
Mstep: Class 12 contains 10463 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39277 members 
Mstep: Class 15 contains 30837 members 
Mstep: Class 16 contains 68514 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 541110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233305040.000000 Penalty: 173134.625000
Iteration 184Q: 21 clusters Score -2.33305e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 95891 members 
Mstep: Class 3 contains 46996 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55283 members 
Mstep: Class 7 contains 320566 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130838 members 
Mstep: Class 12 contains 10462 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39276 members 
Mstep: Class 15 contains 30836 members 
Mstep: Class 16 contains 68505 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 541090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304896.000000 Penalty: 173134.625000
Iteration 185Q: 21 clusters Score -2.333049e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 95891 members 
Mstep: Class 3 contains 46997 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55285 members 
Mstep: Class 7 contains 320586 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130837 members 
Mstep: Class 12 contains 10460 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39276 members 
Mstep: Class 15 contains 30835 members 
Mstep: Class 16 contains 68497 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 541079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304768.000000 Penalty: 173134.625000
Iteration 186Q: 21 clusters Score -2.333048e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 95888 members 
Mstep: Class 3 contains 46998 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55284 members 
Mstep: Class 7 contains 320598 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130841 members 
Mstep: Class 12 contains 10460 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39275 members 
Mstep: Class 15 contains 30835 members 
Mstep: Class 16 contains 68492 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 541072 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 187Q: 21 clusters Score -2.333048e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 95889 members 
Mstep: Class 3 contains 46999 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55281 members 
Mstep: Class 7 contains 320613 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130842 members 
Mstep: Class 12 contains 10460 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39275 members 
Mstep: Class 15 contains 30835 members 
Mstep: Class 16 contains 68489 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 541060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304912.000000 Penalty: 173134.625000
Iteration 188Q: 21 clusters Score -2.333049e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 95889 members 
Mstep: Class 3 contains 46999 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55281 members 
Mstep: Class 7 contains 320632 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130843 members 
Mstep: Class 12 contains 10460 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39275 members 
Mstep: Class 15 contains 30836 members 
Mstep: Class 16 contains 68484 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 541044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304960.000000 Penalty: 173134.625000
Iteration 189Q: 21 clusters Score -2.33305e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 95890 members 
Mstep: Class 3 contains 47001 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55281 members 
Mstep: Class 7 contains 320646 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130845 members 
Mstep: Class 12 contains 10460 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39276 members 
Mstep: Class 15 contains 30837 members 
Mstep: Class 16 contains 68478 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 541029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304912.000000 Penalty: 173134.625000
Iteration 190Q: 21 clusters Score -2.333049e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 95889 members 
Mstep: Class 3 contains 47000 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55279 members 
Mstep: Class 7 contains 320660 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130845 members 
Mstep: Class 12 contains 10460 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39275 members 
Mstep: Class 15 contains 30837 members 
Mstep: Class 16 contains 68474 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 541024 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 191Q: 21 clusters Score -2.33305e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 95888 members 
Mstep: Class 3 contains 47000 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55276 members 
Mstep: Class 7 contains 320679 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130844 members 
Mstep: Class 12 contains 10460 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39274 members 
Mstep: Class 15 contains 30839 members 
Mstep: Class 16 contains 68471 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 541012 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 192Q: 21 clusters Score -2.333049e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 95888 members 
Mstep: Class 3 contains 47000 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55275 members 
Mstep: Class 7 contains 320699 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130847 members 
Mstep: Class 12 contains 10460 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39273 members 
Mstep: Class 15 contains 30839 members 
Mstep: Class 16 contains 68470 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 540992 members 
Entering Unmasked Estep 
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Iteration 193Q: 21 clusters Score -2.333049e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 95886 members 
Mstep: Class 3 contains 47000 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55271 members 
Mstep: Class 7 contains 320719 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130844 members 
Mstep: Class 12 contains 10460 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39274 members 
Mstep: Class 15 contains 30839 members 
Mstep: Class 16 contains 68469 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 540981 members 
Entering Unmasked Estep 
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Iteration 194Q: 21 clusters Score -2.333049e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 95883 members 
Mstep: Class 3 contains 47000 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55268 members 
Mstep: Class 7 contains 320733 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130844 members 
Mstep: Class 12 contains 10460 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39273 members 
Mstep: Class 15 contains 30840 members 
Mstep: Class 16 contains 68466 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 540977 members 
Entering Unmasked Estep 
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Iteration 195Q: 21 clusters Score -2.333049e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 95883 members 
Mstep: Class 3 contains 47002 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55269 members 
Mstep: Class 7 contains 320750 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130845 members 
Mstep: Class 12 contains 10460 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39273 members 
Mstep: Class 15 contains 30839 members 
Mstep: Class 16 contains 68464 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 540959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304864.000000 Penalty: 173134.625000
Iteration 196Q: 21 clusters Score -2.333049e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 95884 members 
Mstep: Class 3 contains 47004 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55273 members 
Mstep: Class 7 contains 320762 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130845 members 
Mstep: Class 12 contains 10460 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39274 members 
Mstep: Class 15 contains 30837 members 
Mstep: Class 16 contains 68461 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 540944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304784.000000 Penalty: 173134.625000
Iteration 197Q: 21 clusters Score -2.333048e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 95882 members 
Mstep: Class 3 contains 47005 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55272 members 
Mstep: Class 7 contains 320775 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130846 members 
Mstep: Class 12 contains 10460 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39275 members 
Mstep: Class 15 contains 30837 members 
Mstep: Class 16 contains 68457 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 540935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304768.000000 Penalty: 173134.625000
Iteration 198Q: 21 clusters Score -2.333048e+08 nChanged 41
Entering ConstructFrom: 
Score: -233304768.000000 Penalty: 173134.625000
Entering ConstructFrom: 
Trying to split cluster 1 (3834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Entering Unmasked Estep 
Score: -594236.312500 Penalty: 5054.144531
	Iteration 0F: 2 clusters Score -594236.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -588186.937500 Penalty: 10108.289062
	Iteration 0F: 3 clusters Score -588186.9 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -589942.812500 Penalty: 10108.289062
	Iteration 1F: 3 clusters Score -589942.8 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -591476.812500 Penalty: 10108.289062
	Iteration 2F: 3 clusters Score -591476.8 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -593044.000000 Penalty: 10108.289062
	Iteration 3F: 3 clusters Score -593044 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -594426.187500 Penalty: 10108.289062
	Iteration 4F: 3 clusters Score -594426.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -595747.625000 Penalty: 10108.289062
	Iteration 5F: 3 clusters Score -595747.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -596197.812500 Penalty: 10108.289062
	Iteration 6Q: 3 clusters Score -596197.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -596369.812500 Penalty: 10108.289062
	Iteration 7Q: 3 clusters Score -596369.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -596408.625000 Penalty: 10108.289062
	Iteration 8Q: 3 clusters Score -596408.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -596420.437500 Penalty: 10108.289062
	Iteration 9Q: 3 clusters Score -596420.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -596427.687500 Penalty: 10108.289062
	Iteration 10Q: 3 clusters Score -596427.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -596436.375000 Penalty: 10108.289062
	Iteration 11Q: 3 clusters Score -596436.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -596439.625000 Penalty: 10108.289062
	Iteration 12Q: 3 clusters Score -596439.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -596440.500000 Penalty: 10108.289062
	Iteration 13Q: 3 clusters Score -596440.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -596440.500000 Penalty: 10108.289062
	Iteration 14F: 3 clusters Score -596440.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 95880 members 
Mstep: Class 3 contains 47003 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55271 members 
Mstep: Class 7 contains 320795 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130845 members 
Mstep: Class 12 contains 10460 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39275 members 
Mstep: Class 15 contains 30837 members 
Mstep: Class 16 contains 68454 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 540924 members 
Mstep: Class 21 contains 626 members 
Entering Unmasked Estep 
Score: -233303216.000000 Penalty: 181791.359375
Splitting cluster 1 changes total score from -233304768.000000 to -233303216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (95880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95880 members 
Entering Unmasked Estep 
Score: -16180124.000000 Penalty: 7025.897461
	Iteration 0F: 2 clusters Score -1.618012e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47647 members 
Mstep: Class 2 contains 48233 members 
Entering Unmasked Estep 
Score: -16114724.000000 Penalty: 14051.794922
	Iteration 0F: 3 clusters Score -1.611472e+07 nChanged 43755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45594 members 
Mstep: Class 2 contains 50286 members 
Entering Unmasked Estep 
Score: -16138643.000000 Penalty: 14051.794922
	Iteration 1F: 3 clusters Score -1.613864e+07 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44218 members 
Mstep: Class 2 contains 51662 members 
Entering Unmasked Estep 
Score: -16139775.000000 Penalty: 14051.794922
	Iteration 2Q: 3 clusters Score -1.613978e+07 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42324 members 
Mstep: Class 2 contains 53556 members 
Entering Unmasked Estep 
Score: -16140905.000000 Penalty: 14051.794922
	Iteration 3Q: 3 clusters Score -1.61409e+07 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39692 members 
Mstep: Class 2 contains 56188 members 
Entering Unmasked Estep 
Score: -16142170.000000 Penalty: 14051.794922
	Iteration 4Q: 3 clusters Score -1.614217e+07 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36157 members 
Mstep: Class 2 contains 59723 members 
Entering Unmasked Estep 
Score: -16143899.000000 Penalty: 14051.794922
	Iteration 5Q: 3 clusters Score -1.61439e+07 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31408 members 
Mstep: Class 2 contains 64472 members 
Entering Unmasked Estep 
Score: -16146526.000000 Penalty: 14051.794922
	Iteration 6F: 3 clusters Score -1.614653e+07 nChanged 6155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 70557 members 
Entering Unmasked Estep 
Score: -16150762.000000 Penalty: 14051.794922
	Iteration 7F: 3 clusters Score -1.615076e+07 nChanged 7272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 77795 members 
Entering Unmasked Estep 
Score: -16156707.000000 Penalty: 14051.794922
	Iteration 8F: 3 clusters Score -1.615671e+07 nChanged 7333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 85116 members 
Entering Unmasked Estep 
Score: -16163450.000000 Penalty: 14051.794922
	Iteration 9F: 3 clusters Score -1.616345e+07 nChanged 5636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 90748 members 
Entering Unmasked Estep 
Score: -16168971.000000 Penalty: 14051.794922
	Iteration 10F: 3 clusters Score -1.616897e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 93669 members 
Entering Unmasked Estep 
Score: -16171816.000000 Penalty: 14051.794922
	Iteration 11Q: 3 clusters Score -1.617182e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 94760 members 
Entering Unmasked Estep 
Score: -16172983.000000 Penalty: 14051.794922
	Iteration 12Q: 3 clusters Score -1.617298e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 95104 members 
Entering Unmasked Estep 
Score: -16173406.000000 Penalty: 14051.794922
	Iteration 13Q: 3 clusters Score -1.617341e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 95239 members 
Entering Unmasked Estep 
Score: -16173636.000000 Penalty: 14051.794922
	Iteration 14Q: 3 clusters Score -1.617364e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 95296 members 
Entering Unmasked Estep 
Score: -16173743.000000 Penalty: 14051.794922
	Iteration 15Q: 3 clusters Score -1.617374e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 95331 members 
Entering Unmasked Estep 
Score: -16173793.000000 Penalty: 14051.794922
	Iteration 16Q: 3 clusters Score -1.617379e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 95349 members 
Entering Unmasked Estep 
Score: -16173820.000000 Penalty: 14051.794922
	Iteration 17Q: 3 clusters Score -1.617382e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 95364 members 
Entering Unmasked Estep 
Score: -16173840.000000 Penalty: 14051.794922
	Iteration 18Q: 3 clusters Score -1.617384e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 95368 members 
Entering Unmasked Estep 
Score: -16173866.000000 Penalty: 14051.794922
	Iteration 19Q: 3 clusters Score -1.617387e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 95372 members 
Entering Unmasked Estep 
Score: -16173858.000000 Penalty: 14051.794922
	Iteration 20F: 3 clusters Score -1.617386e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 95378 members 
Entering Unmasked Estep 
Score: -16173879.000000 Penalty: 14051.794922
	Iteration 21Q: 3 clusters Score -1.617388e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 95383 members 
Entering Unmasked Estep 
Score: -16173885.000000 Penalty: 14051.794922
	Iteration 22Q: 3 clusters Score -1.617388e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 95383 members 
Entering Unmasked Estep 
Score: -16173886.000000 Penalty: 14051.794922
	Iteration 23Q: 3 clusters Score -1.617389e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 95385 members 
Entering Unmasked Estep 
Score: -16173896.000000 Penalty: 14051.794922
	Iteration 24Q: 3 clusters Score -1.61739e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 95387 members 
Entering Unmasked Estep 
Score: -16173896.000000 Penalty: 14051.794922
	Iteration 25Q: 3 clusters Score -1.61739e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 95392 members 
Entering Unmasked Estep 
Score: -16173916.000000 Penalty: 14051.794922
	Iteration 26Q: 3 clusters Score -1.617392e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 95393 members 
Entering Unmasked Estep 
Score: -16173922.000000 Penalty: 14051.794922
	Iteration 27Q: 3 clusters Score -1.617392e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 95395 members 
Entering Unmasked Estep 
Score: -16173921.000000 Penalty: 14051.794922
	Iteration 28Q: 3 clusters Score -1.617392e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 95395 members 
Entering Unmasked Estep 
Score: -16173921.000000 Penalty: 14051.794922
	Iteration 29F: 3 clusters Score -1.617392e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (47003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47003 members 
Entering Unmasked Estep 
Score: -8157586.500000 Penalty: 6589.254883
	Iteration 0F: 2 clusters Score -8157586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -8123986.500000 Penalty: 13178.509766
	Iteration 0F: 3 clusters Score -8123986 nChanged 20441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 24366 members 
Entering Unmasked Estep 
Score: -8134981.000000 Penalty: 13178.509766
	Iteration 1F: 3 clusters Score -8134981 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 24710 members 
Entering Unmasked Estep 
Score: -8136028.000000 Penalty: 13178.509766
	Iteration 2F: 3 clusters Score -8136028 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 25039 members 
Entering Unmasked Estep 
Score: -8137201.000000 Penalty: 13178.509766
	Iteration 3Q: 3 clusters Score -8137201 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -8138564.000000 Penalty: 13178.509766
	Iteration 4Q: 3 clusters Score -8138564 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 25342 members 
Entering Unmasked Estep 
Score: -8140103.000000 Penalty: 13178.509766
	Iteration 5Q: 3 clusters Score -8140103 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
Score: -8141373.000000 Penalty: 13178.509766
	Iteration 6F: 3 clusters Score -8141373 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
Score: -8142707.500000 Penalty: 13178.509766
	Iteration 7F: 3 clusters Score -8142708 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 23150 members 
Entering Unmasked Estep 
Score: -8144086.500000 Penalty: 13178.509766
	Iteration 8F: 3 clusters Score -8144086 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25173 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -8145363.000000 Penalty: 13178.509766
	Iteration 9F: 3 clusters Score -8145363 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26736 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -8146656.000000 Penalty: 13178.509766
	Iteration 10Q: 3 clusters Score -8146656 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28423 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -8147802.000000 Penalty: 13178.509766
	Iteration 11Q: 3 clusters Score -8147802 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30095 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -8148866.000000 Penalty: 13178.509766
	Iteration 12Q: 3 clusters Score -8148866 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31668 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -8149774.500000 Penalty: 13178.509766
	Iteration 13Q: 3 clusters Score -8149774 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33141 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -8150507.000000 Penalty: 13178.509766
	Iteration 14Q: 3 clusters Score -8150507 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34478 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -8151164.000000 Penalty: 13178.509766
	Iteration 15Q: 3 clusters Score -8151164 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35670 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -8151659.000000 Penalty: 13178.509766
	Iteration 16Q: 3 clusters Score -8151659 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36808 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -8152187.500000 Penalty: 13178.509766
	Iteration 17Q: 3 clusters Score -8152188 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37913 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -8152700.000000 Penalty: 13178.509766
	Iteration 18Q: 3 clusters Score -8152700 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38948 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -8153208.500000 Penalty: 13178.509766
	Iteration 19Q: 3 clusters Score -8153208 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39865 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -8153652.500000 Penalty: 13178.509766
	Iteration 20F: 3 clusters Score -8153652 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40620 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -8153984.000000 Penalty: 13178.509766
	Iteration 21Q: 3 clusters Score -8153984 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41190 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -8154210.500000 Penalty: 13178.509766
	Iteration 22Q: 3 clusters Score -8154210 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41687 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -8154427.500000 Penalty: 13178.509766
	Iteration 23Q: 3 clusters Score -8154428 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42090 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -8154569.500000 Penalty: 13178.509766
	Iteration 24Q: 3 clusters Score -8154570 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42441 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -8154735.000000 Penalty: 13178.509766
	Iteration 25Q: 3 clusters Score -8154735 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42716 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -8154860.500000 Penalty: 13178.509766
	Iteration 26Q: 3 clusters Score -8154860 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42951 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -8154949.000000 Penalty: 13178.509766
	Iteration 27Q: 3 clusters Score -8154949 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43139 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -8155014.500000 Penalty: 13178.509766
	Iteration 28Q: 3 clusters Score -8155014 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43281 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -8155051.500000 Penalty: 13178.509766
	Iteration 29Q: 3 clusters Score -8155052 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43384 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -8155087.500000 Penalty: 13178.509766
	Iteration 30Q: 3 clusters Score -8155088 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43461 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -8155111.000000 Penalty: 13178.509766
	Iteration 31Q: 3 clusters Score -8155111 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43531 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -8155141.000000 Penalty: 13178.509766
	Iteration 32Q: 3 clusters Score -8155141 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43594 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -8155169.000000 Penalty: 13178.509766
	Iteration 33Q: 3 clusters Score -8155169 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43649 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -8155164.000000 Penalty: 13178.509766
	Iteration 34Q: 3 clusters Score -8155164 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43685 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -8155173.500000 Penalty: 13178.509766
	Iteration 35Q: 3 clusters Score -8155174 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43702 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -8155192.000000 Penalty: 13178.509766
	Iteration 36Q: 3 clusters Score -8155192 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43722 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -8155197.500000 Penalty: 13178.509766
	Iteration 37Q: 3 clusters Score -8155198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43732 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -8155204.000000 Penalty: 13178.509766
	Iteration 38Q: 3 clusters Score -8155204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43743 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -8155195.500000 Penalty: 13178.509766
	Iteration 39Q: 3 clusters Score -8155196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43750 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -8155203.000000 Penalty: 13178.509766
	Iteration 40F: 3 clusters Score -8155203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43752 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -8155202.000000 Penalty: 13178.509766
	Iteration 41Q: 3 clusters Score -8155202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43753 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -8155200.000000 Penalty: 13178.509766
	Iteration 42Q: 3 clusters Score -8155200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43755 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -8155202.000000 Penalty: 13178.509766
	Iteration 43Q: 3 clusters Score -8155202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43756 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -8155207.500000 Penalty: 13178.509766
	Iteration 44Q: 3 clusters Score -8155208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43757 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -8155199.000000 Penalty: 13178.509766
	Iteration 45Q: 3 clusters Score -8155199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43760 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -8155196.500000 Penalty: 13178.509766
	Iteration 46Q: 3 clusters Score -8155196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43760 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -8155196.500000 Penalty: 13178.509766
	Iteration 47F: 3 clusters Score -8155196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Entering Unmasked Estep 
Score: -264311.937500 Penalty: 4540.317871
	Iteration 0F: 2 clusters Score -264311.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -259633.281250 Penalty: 9080.635742
	Iteration 0F: 3 clusters Score -259633.3 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -260225.234375 Penalty: 9080.635742
	Iteration 1F: 3 clusters Score -260225.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -260515.125000 Penalty: 9080.635742
	Iteration 2F: 3 clusters Score -260515.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -260707.484375 Penalty: 9080.635742
	Iteration 3Q: 3 clusters Score -260707.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -260832.218750 Penalty: 9080.635742
	Iteration 4Q: 3 clusters Score -260832.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -260983.703125 Penalty: 9080.635742
	Iteration 5Q: 3 clusters Score -260983.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -261126.906250 Penalty: 9080.635742
	Iteration 6Q: 3 clusters Score -261126.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -261261.015625 Penalty: 9080.635742
	Iteration 7Q: 3 clusters Score -261261 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -261399.578125 Penalty: 9080.635742
	Iteration 8Q: 3 clusters Score -261399.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -261459.453125 Penalty: 9080.635742
	Iteration 9Q: 3 clusters Score -261459.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -261515.093750 Penalty: 9080.635742
	Iteration 10Q: 3 clusters Score -261515.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -261571.546875 Penalty: 9080.635742
	Iteration 11Q: 3 clusters Score -261571.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -261651.093750 Penalty: 9080.635742
	Iteration 12Q: 3 clusters Score -261651.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -261730.140625 Penalty: 9080.635742
	Iteration 13Q: 3 clusters Score -261730.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -261819.062500 Penalty: 9080.635742
	Iteration 14Q: 3 clusters Score -261819.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -261946.984375 Penalty: 9080.635742
	Iteration 15Q: 3 clusters Score -261947 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -262156.500000 Penalty: 9080.635742
	Iteration 16Q: 3 clusters Score -262156.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -262277.625000 Penalty: 9080.635742
	Iteration 17Q: 3 clusters Score -262277.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -262389.000000 Penalty: 9080.635742
	Iteration 18Q: 3 clusters Score -262389 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -262508.562500 Penalty: 9080.635742
	Iteration 19Q: 3 clusters Score -262508.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -262608.343750 Penalty: 9080.635742
	Iteration 20F: 3 clusters Score -262608.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -262776.312500 Penalty: 9080.635742
	Iteration 21Q: 3 clusters Score -262776.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -262906.812500 Penalty: 9080.635742
	Iteration 22Q: 3 clusters Score -262906.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -263064.531250 Penalty: 9080.635742
	Iteration 23Q: 3 clusters Score -263064.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -263209.875000 Penalty: 9080.635742
	Iteration 24Q: 3 clusters Score -263209.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -263319.468750 Penalty: 9080.635742
	Iteration 25Q: 3 clusters Score -263319.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -263401.562500 Penalty: 9080.635742
	Iteration 26Q: 3 clusters Score -263401.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -263409.625000 Penalty: 9080.635742
	Iteration 27Q: 3 clusters Score -263409.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -263413.281250 Penalty: 9080.635742
	Iteration 28Q: 3 clusters Score -263413.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -263416.968750 Penalty: 9080.635742
	Iteration 29Q: 3 clusters Score -263417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -263424.343750 Penalty: 9080.635742
	Iteration 30Q: 3 clusters Score -263424.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -263432.750000 Penalty: 9080.635742
	Iteration 31Q: 3 clusters Score -263432.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -263443.031250 Penalty: 9080.635742
	Iteration 32Q: 3 clusters Score -263443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -263463.937500 Penalty: 9080.635742
	Iteration 33Q: 3 clusters Score -263463.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -263525.000000 Penalty: 9080.635742
	Iteration 34Q: 3 clusters Score -263525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -263653.281250 Penalty: 9080.635742
	Iteration 35Q: 3 clusters Score -263653.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -263842.562500 Penalty: 9080.635742
	Iteration 36Q: 3 clusters Score -263842.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -264080.656250 Penalty: 9080.635742
	Iteration 37Q: 3 clusters Score -264080.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -264126.312500 Penalty: 9080.635742
	Iteration 38Q: 3 clusters Score -264126.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -264172.750000 Penalty: 9080.635742
	Iteration 39F: 3 clusters Score -264172.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -264276.281250 Penalty: 9080.635742
	Iteration 40F: 3 clusters Score -264276.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -264338.468750 Penalty: 9080.635742
	Iteration 41Q: 3 clusters Score -264338.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -264338.468750 Penalty: 9080.635742
	Iteration 42F: 3 clusters Score -264338.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 95880 members 
Mstep: Class 3 contains 47003 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55271 members 
Mstep: Class 7 contains 320795 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130845 members 
Mstep: Class 12 contains 10460 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39275 members 
Mstep: Class 15 contains 30837 members 
Mstep: Class 16 contains 68454 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 540924 members 
Mstep: Class 21 contains 741 members 
Entering Unmasked Estep 
Score: -233299552.000000 Penalty: 181791.359375
Splitting cluster 4 changes total score from -233304768.000000 to -233299552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (20325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Entering Unmasked Estep 
Score: -3529304.750000 Penalty: 6075.759277
	Iteration 0F: 2 clusters Score -3529305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -3512604.250000 Penalty: 12151.518555
	Iteration 0F: 3 clusters Score -3512604 nChanged 8294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -3517007.000000 Penalty: 12151.518555
	Iteration 1F: 3 clusters Score -3517007 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -3517678.000000 Penalty: 12151.518555
	Iteration 2F: 3 clusters Score -3517678 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -3518202.500000 Penalty: 12151.518555
	Iteration 3F: 3 clusters Score -3518202 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -3518677.500000 Penalty: 12151.518555
	Iteration 4Q: 3 clusters Score -3518678 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -3519118.250000 Penalty: 12151.518555
	Iteration 5Q: 3 clusters Score -3519118 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -3519511.750000 Penalty: 12151.518555
	Iteration 6Q: 3 clusters Score -3519512 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -3519917.000000 Penalty: 12151.518555
	Iteration 7Q: 3 clusters Score -3519917 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -3520352.250000 Penalty: 12151.518555
	Iteration 8Q: 3 clusters Score -3520352 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -3520815.000000 Penalty: 12151.518555
	Iteration 9Q: 3 clusters Score -3520815 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -3521214.500000 Penalty: 12151.518555
	Iteration 10Q: 3 clusters Score -3521214 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -3521666.250000 Penalty: 12151.518555
	Iteration 11Q: 3 clusters Score -3521666 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -3522189.000000 Penalty: 12151.518555
	Iteration 12Q: 3 clusters Score -3522189 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -3522727.000000 Penalty: 12151.518555
	Iteration 13Q: 3 clusters Score -3522727 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -3523225.500000 Penalty: 12151.518555
	Iteration 14Q: 3 clusters Score -3523226 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -3523571.750000 Penalty: 12151.518555
	Iteration 15Q: 3 clusters Score -3523572 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -3523819.750000 Penalty: 12151.518555
	Iteration 16Q: 3 clusters Score -3523820 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -3523997.000000 Penalty: 12151.518555
	Iteration 17Q: 3 clusters Score -3523997 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -3524132.250000 Penalty: 12151.518555
	Iteration 18Q: 3 clusters Score -3524132 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -3524253.750000 Penalty: 12151.518555
	Iteration 19Q: 3 clusters Score -3524254 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -3524350.750000 Penalty: 12151.518555
	Iteration 20F: 3 clusters Score -3524351 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -3524442.500000 Penalty: 12151.518555
	Iteration 21Q: 3 clusters Score -3524442 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -3524502.500000 Penalty: 12151.518555
	Iteration 22Q: 3 clusters Score -3524502 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -3524573.500000 Penalty: 12151.518555
	Iteration 23Q: 3 clusters Score -3524574 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -3524619.500000 Penalty: 12151.518555
	Iteration 24Q: 3 clusters Score -3524620 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -3524648.750000 Penalty: 12151.518555
	Iteration 25Q: 3 clusters Score -3524649 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -3524681.000000 Penalty: 12151.518555
	Iteration 26Q: 3 clusters Score -3524681 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -3524710.750000 Penalty: 12151.518555
	Iteration 27Q: 3 clusters Score -3524711 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -3524742.750000 Penalty: 12151.518555
	Iteration 28Q: 3 clusters Score -3524743 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -3524783.000000 Penalty: 12151.518555
	Iteration 29Q: 3 clusters Score -3524783 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -3524789.000000 Penalty: 12151.518555
	Iteration 30Q: 3 clusters Score -3524789 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -3524836.500000 Penalty: 12151.518555
	Iteration 31Q: 3 clusters Score -3524836 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -3524854.000000 Penalty: 12151.518555
	Iteration 32Q: 3 clusters Score -3524854 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -3524870.750000 Penalty: 12151.518555
	Iteration 33Q: 3 clusters Score -3524871 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -3524887.250000 Penalty: 12151.518555
	Iteration 34Q: 3 clusters Score -3524887 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -3524901.750000 Penalty: 12151.518555
	Iteration 35Q: 3 clusters Score -3524902 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -3524901.250000 Penalty: 12151.518555
	Iteration 36Q: 3 clusters Score -3524901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -3524906.250000 Penalty: 12151.518555
	Iteration 37Q: 3 clusters Score -3524906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -3524907.250000 Penalty: 12151.518555
	Iteration 38Q: 3 clusters Score -3524907 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -3524917.500000 Penalty: 12151.518555
	Iteration 39Q: 3 clusters Score -3524918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -3524913.250000 Penalty: 12151.518555
	Iteration 40F: 3 clusters Score -3524913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -3524916.250000 Penalty: 12151.518555
	Iteration 41Q: 3 clusters Score -3524916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -3524919.500000 Penalty: 12151.518555
	Iteration 42Q: 3 clusters Score -3524920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -3524932.750000 Penalty: 12151.518555
	Iteration 43Q: 3 clusters Score -3524933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -3524935.250000 Penalty: 12151.518555
	Iteration 44Q: 3 clusters Score -3524935 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -3524936.250000 Penalty: 12151.518555
	Iteration 45Q: 3 clusters Score -3524936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -3524944.250000 Penalty: 12151.518555
	Iteration 46Q: 3 clusters Score -3524944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -3524949.000000 Penalty: 12151.518555
	Iteration 47Q: 3 clusters Score -3524949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -3524955.250000 Penalty: 12151.518555
	Iteration 48Q: 3 clusters Score -3524955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -3524957.000000 Penalty: 12151.518555
	Iteration 49Q: 3 clusters Score -3524957 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -3524970.500000 Penalty: 12151.518555
	Iteration 50Q: 3 clusters Score -3524970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -3524979.500000 Penalty: 12151.518555
	Iteration 51Q: 3 clusters Score -3524980 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -3525001.000000 Penalty: 12151.518555
	Iteration 52Q: 3 clusters Score -3525001 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -3525014.250000 Penalty: 12151.518555
	Iteration 53Q: 3 clusters Score -3525014 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -3525032.750000 Penalty: 12151.518555
	Iteration 54Q: 3 clusters Score -3525033 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -3525050.500000 Penalty: 12151.518555
	Iteration 55Q: 3 clusters Score -3525050 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -3525064.500000 Penalty: 12151.518555
	Iteration 56Q: 3 clusters Score -3525064 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -3525075.250000 Penalty: 12151.518555
	Iteration 57Q: 3 clusters Score -3525075 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -3525083.500000 Penalty: 12151.518555
	Iteration 58Q: 3 clusters Score -3525084 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -3525095.750000 Penalty: 12151.518555
	Iteration 59Q: 3 clusters Score -3525096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -3525101.250000 Penalty: 12151.518555
	Iteration 60F: 3 clusters Score -3525101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -3525107.750000 Penalty: 12151.518555
	Iteration 61Q: 3 clusters Score -3525108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -3525107.000000 Penalty: 12151.518555
	Iteration 62Q: 3 clusters Score -3525107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -3525121.500000 Penalty: 12151.518555
	Iteration 63Q: 3 clusters Score -3525122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -3525123.250000 Penalty: 12151.518555
	Iteration 64Q: 3 clusters Score -3525123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -3525122.000000 Penalty: 12151.518555
	Iteration 65Q: 3 clusters Score -3525122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -3525124.500000 Penalty: 12151.518555
	Iteration 66Q: 3 clusters Score -3525124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -3525122.000000 Penalty: 12151.518555
	Iteration 67Q: 3 clusters Score -3525122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -3525126.000000 Penalty: 12151.518555
	Iteration 68Q: 3 clusters Score -3525126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -3525128.000000 Penalty: 12151.518555
	Iteration 69Q: 3 clusters Score -3525128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -3525134.750000 Penalty: 12151.518555
	Iteration 70Q: 3 clusters Score -3525135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -3525137.500000 Penalty: 12151.518555
	Iteration 71Q: 3 clusters Score -3525138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -3525140.000000 Penalty: 12151.518555
	Iteration 72Q: 3 clusters Score -3525140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -3525141.750000 Penalty: 12151.518555
	Iteration 73Q: 3 clusters Score -3525142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -3525141.750000 Penalty: 12151.518555
	Iteration 74F: 3 clusters Score -3525142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (55271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55271 members 
Entering Unmasked Estep 
Score: -9618735.000000 Penalty: 6688.502441
	Iteration 0F: 2 clusters Score -9618735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 27493 members 
Entering Unmasked Estep 
Score: -9579697.000000 Penalty: 13377.004883
	Iteration 0F: 3 clusters Score -9579697 nChanged 24406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28178 members 
Mstep: Class 2 contains 27093 members 
Entering Unmasked Estep 
Score: -9592935.000000 Penalty: 13377.004883
	Iteration 1F: 3 clusters Score -9592935 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28533 members 
Mstep: Class 2 contains 26738 members 
Entering Unmasked Estep 
Score: -9594131.000000 Penalty: 13377.004883
	Iteration 2F: 3 clusters Score -9594131 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29005 members 
Mstep: Class 2 contains 26266 members 
Entering Unmasked Estep 
Score: -9595311.000000 Penalty: 13377.004883
	Iteration 3Q: 3 clusters Score -9595311 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29507 members 
Mstep: Class 2 contains 25764 members 
Entering Unmasked Estep 
Score: -9596573.000000 Penalty: 13377.004883
	Iteration 4Q: 3 clusters Score -9596573 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30138 members 
Mstep: Class 2 contains 25133 members 
Entering Unmasked Estep 
Score: -9597976.000000 Penalty: 13377.004883
	Iteration 5Q: 3 clusters Score -9597976 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30901 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -9599706.000000 Penalty: 13377.004883
	Iteration 6Q: 3 clusters Score -9599706 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31479 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -9601642.000000 Penalty: 13377.004883
	Iteration 7F: 3 clusters Score -9601642 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31914 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -9603822.000000 Penalty: 13377.004883
	Iteration 8F: 3 clusters Score -9603822 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32037 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -9606403.000000 Penalty: 13377.004883
	Iteration 9F: 3 clusters Score -9606403 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31863 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -9609050.000000 Penalty: 13377.004883
	Iteration 10F: 3 clusters Score -9609050 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31474 members 
Mstep: Class 2 contains 23797 members 
Entering Unmasked Estep 
Score: -9611803.000000 Penalty: 13377.004883
	Iteration 11F: 3 clusters Score -9611803 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30840 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -9614217.000000 Penalty: 13377.004883
	Iteration 12Q: 3 clusters Score -9614217 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30111 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -9615914.000000 Penalty: 13377.004883
	Iteration 13Q: 3 clusters Score -9615914 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 26045 members 
Entering Unmasked Estep 
Score: -9617378.000000 Penalty: 13377.004883
	Iteration 14Q: 3 clusters Score -9617378 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28312 members 
Mstep: Class 2 contains 26959 members 
Entering Unmasked Estep 
Score: -9618667.000000 Penalty: 13377.004883
	Iteration 15Q: 3 clusters Score -9618667 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27455 members 
Mstep: Class 2 contains 27816 members 
Entering Unmasked Estep 
Score: -9619543.000000 Penalty: 13377.004883
	Iteration 16Q: 3 clusters Score -9619543 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 28514 members 
Entering Unmasked Estep 
Score: -9619931.000000 Penalty: 13377.004883
	Iteration 17Q: 3 clusters Score -9619931 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26219 members 
Mstep: Class 2 contains 29052 members 
Entering Unmasked Estep 
Score: -9620082.000000 Penalty: 13377.004883
	Iteration 18Q: 3 clusters Score -9620082 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25787 members 
Mstep: Class 2 contains 29484 members 
Entering Unmasked Estep 
Score: -9620203.000000 Penalty: 13377.004883
	Iteration 19Q: 3 clusters Score -9620203 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25472 members 
Mstep: Class 2 contains 29799 members 
Entering Unmasked Estep 
Score: -9620285.000000 Penalty: 13377.004883
	Iteration 20F: 3 clusters Score -9620285 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25218 members 
Mstep: Class 2 contains 30053 members 
Entering Unmasked Estep 
Score: -9620314.000000 Penalty: 13377.004883
	Iteration 21Q: 3 clusters Score -9620314 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25038 members 
Mstep: Class 2 contains 30233 members 
Entering Unmasked Estep 
Score: -9620333.000000 Penalty: 13377.004883
	Iteration 22Q: 3 clusters Score -9620333 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 30361 members 
Entering Unmasked Estep 
Score: -9620361.000000 Penalty: 13377.004883
	Iteration 23Q: 3 clusters Score -9620361 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 30449 members 
Entering Unmasked Estep 
Score: -9620351.000000 Penalty: 13377.004883
	Iteration 24Q: 3 clusters Score -9620351 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Mstep: Class 2 contains 30548 members 
Entering Unmasked Estep 
Score: -9620380.000000 Penalty: 13377.004883
	Iteration 25Q: 3 clusters Score -9620380 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24642 members 
Mstep: Class 2 contains 30629 members 
Entering Unmasked Estep 
Score: -9620375.000000 Penalty: 13377.004883
	Iteration 26Q: 3 clusters Score -9620375 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 30690 members 
Entering Unmasked Estep 
Score: -9620383.000000 Penalty: 13377.004883
	Iteration 27Q: 3 clusters Score -9620383 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 30733 members 
Entering Unmasked Estep 
Score: -9620401.000000 Penalty: 13377.004883
	Iteration 28Q: 3 clusters Score -9620401 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24505 members 
Mstep: Class 2 contains 30766 members 
Entering Unmasked Estep 
Score: -9620383.000000 Penalty: 13377.004883
	Iteration 29Q: 3 clusters Score -9620383 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24480 members 
Mstep: Class 2 contains 30791 members 
Entering Unmasked Estep 
Score: -9620391.000000 Penalty: 13377.004883
	Iteration 30Q: 3 clusters Score -9620391 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 30807 members 
Entering Unmasked Estep 
Score: -9620389.000000 Penalty: 13377.004883
	Iteration 31Q: 3 clusters Score -9620389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 30818 members 
Entering Unmasked Estep 
Score: -9620387.000000 Penalty: 13377.004883
	Iteration 32Q: 3 clusters Score -9620387 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 30830 members 
Entering Unmasked Estep 
Score: -9620399.000000 Penalty: 13377.004883
	Iteration 33Q: 3 clusters Score -9620399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 30839 members 
Entering Unmasked Estep 
Score: -9620390.000000 Penalty: 13377.004883
	Iteration 34Q: 3 clusters Score -9620390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24421 members 
Mstep: Class 2 contains 30850 members 
Entering Unmasked Estep 
Score: -9620402.000000 Penalty: 13377.004883
	Iteration 35Q: 3 clusters Score -9620402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 30855 members 
Entering Unmasked Estep 
Score: -9620394.000000 Penalty: 13377.004883
	Iteration 36Q: 3 clusters Score -9620394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24414 members 
Mstep: Class 2 contains 30857 members 
Entering Unmasked Estep 
Score: -9620392.000000 Penalty: 13377.004883
	Iteration 37Q: 3 clusters Score -9620392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 30862 members 
Entering Unmasked Estep 
Score: -9620396.000000 Penalty: 13377.004883
	Iteration 38Q: 3 clusters Score -9620396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24406 members 
Mstep: Class 2 contains 30865 members 
Entering Unmasked Estep 
Score: -9620405.000000 Penalty: 13377.004883
	Iteration 39Q: 3 clusters Score -9620405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 30868 members 
Entering Unmasked Estep 
Score: -9620391.000000 Penalty: 13377.004883
	Iteration 40F: 3 clusters Score -9620391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 30872 members 
Entering Unmasked Estep 
Score: -9620395.000000 Penalty: 13377.004883
	Iteration 41Q: 3 clusters Score -9620395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 30876 members 
Entering Unmasked Estep 
Score: -9620392.000000 Penalty: 13377.004883
	Iteration 42Q: 3 clusters Score -9620392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 30877 members 
Entering Unmasked Estep 
Score: -9620383.000000 Penalty: 13377.004883
	Iteration 43Q: 3 clusters Score -9620383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 30880 members 
Entering Unmasked Estep 
Score: -9620384.000000 Penalty: 13377.004883
	Iteration 44Q: 3 clusters Score -9620384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 30884 members 
Entering Unmasked Estep 
Score: -9620393.000000 Penalty: 13377.004883
	Iteration 45Q: 3 clusters Score -9620393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 30887 members 
Entering Unmasked Estep 
Score: -9620397.000000 Penalty: 13377.004883
	Iteration 46Q: 3 clusters Score -9620397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 30889 members 
Entering Unmasked Estep 
Score: -9620408.000000 Penalty: 13377.004883
	Iteration 47Q: 3 clusters Score -9620408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 30890 members 
Entering Unmasked Estep 
Score: -9620405.000000 Penalty: 13377.004883
	Iteration 48Q: 3 clusters Score -9620405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 30890 members 
Entering Unmasked Estep 
Score: -9620405.000000 Penalty: 13377.004883
	Iteration 49F: 3 clusters Score -9620405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 95880 members 
Mstep: Class 3 contains 47003 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 24381 members 
Mstep: Class 7 contains 320795 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130845 members 
Mstep: Class 12 contains 10460 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39275 members 
Mstep: Class 15 contains 30837 members 
Mstep: Class 16 contains 68454 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 540924 members 
Mstep: Class 21 contains 30890 members 
Entering Unmasked Estep 
Score: -233303488.000000 Penalty: 181791.359375
Splitting cluster 6 changes total score from -233304768.000000 to -233303488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (320795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320795 members 
Entering Unmasked Estep 
Score: -55198656.000000 Penalty: 7765.616211
	Iteration 0F: 2 clusters Score -5.519866e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160160 members 
Mstep: Class 2 contains 160635 members 
Entering Unmasked Estep 
Score: -54990816.000000 Penalty: 15531.232422
	Iteration 0F: 3 clusters Score -5.499082e+07 nChanged 152401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157491 members 
Mstep: Class 2 contains 163304 members 
Entering Unmasked Estep 
Score: -55080136.000000 Penalty: 15531.232422
	Iteration 1F: 3 clusters Score -5.508014e+07 nChanged 10068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155727 members 
Mstep: Class 2 contains 165068 members 
Entering Unmasked Estep 
Score: -55082252.000000 Penalty: 15531.232422
	Iteration 2Q: 3 clusters Score -5.508225e+07 nChanged 10717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153186 members 
Mstep: Class 2 contains 167609 members 
Entering Unmasked Estep 
Score: -55085012.000000 Penalty: 15531.232422
	Iteration 3Q: 3 clusters Score -5.508501e+07 nChanged 11971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149267 members 
Mstep: Class 2 contains 171528 members 
Entering Unmasked Estep 
Score: -55089172.000000 Penalty: 15531.232422
	Iteration 4Q: 3 clusters Score -5.508917e+07 nChanged 13783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143724 members 
Mstep: Class 2 contains 177071 members 
Entering Unmasked Estep 
Score: -55095168.000000 Penalty: 15531.232422
	Iteration 5Q: 3 clusters Score -5.509517e+07 nChanged 16306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135772 members 
Mstep: Class 2 contains 185023 members 
Entering Unmasked Estep 
Score: -55103824.000000 Penalty: 15531.232422
	Iteration 6F: 3 clusters Score -5.510382e+07 nChanged 18822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124892 members 
Mstep: Class 2 contains 195903 members 
Entering Unmasked Estep 
Score: -55115544.000000 Penalty: 15531.232422
	Iteration 7F: 3 clusters Score -5.511554e+07 nChanged 20731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111699 members 
Mstep: Class 2 contains 209096 members 
Entering Unmasked Estep 
Score: -55129880.000000 Penalty: 15531.232422
	Iteration 8F: 3 clusters Score -5.512988e+07 nChanged 20268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98117 members 
Mstep: Class 2 contains 222678 members 
Entering Unmasked Estep 
Score: -55143680.000000 Penalty: 15531.232422
	Iteration 9F: 3 clusters Score -5.514368e+07 nChanged 17748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86093 members 
Mstep: Class 2 contains 234702 members 
Entering Unmasked Estep 
Score: -55154648.000000 Penalty: 15531.232422
	Iteration 10F: 3 clusters Score -5.515465e+07 nChanged 13956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76317 members 
Mstep: Class 2 contains 244478 members 
Entering Unmasked Estep 
Score: -55162120.000000 Penalty: 15531.232422
	Iteration 11Q: 3 clusters Score -5.516212e+07 nChanged 10969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67960 members 
Mstep: Class 2 contains 252835 members 
Entering Unmasked Estep 
Score: -55166804.000000 Penalty: 15531.232422
	Iteration 12Q: 3 clusters Score -5.51668e+07 nChanged 8575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60595 members 
Mstep: Class 2 contains 260200 members 
Entering Unmasked Estep 
Score: -55169616.000000 Penalty: 15531.232422
	Iteration 13Q: 3 clusters Score -5.516962e+07 nChanged 7057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53988 members 
Mstep: Class 2 contains 266807 members 
Entering Unmasked Estep 
Score: -55171972.000000 Penalty: 15531.232422
	Iteration 14Q: 3 clusters Score -5.517197e+07 nChanged 6204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48002 members 
Mstep: Class 2 contains 272793 members 
Entering Unmasked Estep 
Score: -55174384.000000 Penalty: 15531.232422
	Iteration 15Q: 3 clusters Score -5.517438e+07 nChanged 5618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42478 members 
Mstep: Class 2 contains 278317 members 
Entering Unmasked Estep 
Score: -55176408.000000 Penalty: 15531.232422
	Iteration 16Q: 3 clusters Score -5.517641e+07 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37551 members 
Mstep: Class 2 contains 283244 members 
Entering Unmasked Estep 
Score: -55178476.000000 Penalty: 15531.232422
	Iteration 17Q: 3 clusters Score -5.517848e+07 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33255 members 
Mstep: Class 2 contains 287540 members 
Entering Unmasked Estep 
Score: -55180432.000000 Penalty: 15531.232422
	Iteration 18Q: 3 clusters Score -5.518043e+07 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29485 members 
Mstep: Class 2 contains 291310 members 
Entering Unmasked Estep 
Score: -55181880.000000 Penalty: 15531.232422
	Iteration 19Q: 3 clusters Score -5.518188e+07 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 294735 members 
Entering Unmasked Estep 
Score: -55183272.000000 Penalty: 15531.232422
	Iteration 20F: 3 clusters Score -5.518327e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 297790 members 
Entering Unmasked Estep 
Score: -55184516.000000 Penalty: 15531.232422
	Iteration 21Q: 3 clusters Score -5.518452e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 300510 members 
Entering Unmasked Estep 
Score: -55185840.000000 Penalty: 15531.232422
	Iteration 22Q: 3 clusters Score -5.518584e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 302909 members 
Entering Unmasked Estep 
Score: -55186812.000000 Penalty: 15531.232422
	Iteration 23Q: 3 clusters Score -5.518681e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 305004 members 
Entering Unmasked Estep 
Score: -55187672.000000 Penalty: 15531.232422
	Iteration 24Q: 3 clusters Score -5.518767e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 306836 members 
Entering Unmasked Estep 
Score: -55188348.000000 Penalty: 15531.232422
	Iteration 25Q: 3 clusters Score -5.518835e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 308420 members 
Entering Unmasked Estep 
Score: -55189360.000000 Penalty: 15531.232422
	Iteration 26Q: 3 clusters Score -5.518936e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 309791 members 
Entering Unmasked Estep 
Score: -55190092.000000 Penalty: 15531.232422
	Iteration 27Q: 3 clusters Score -5.519009e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 310922 members 
Entering Unmasked Estep 
Score: -55190500.000000 Penalty: 15531.232422
	Iteration 28Q: 3 clusters Score -5.51905e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 311867 members 
Entering Unmasked Estep 
Score: -55191032.000000 Penalty: 15531.232422
	Iteration 29Q: 3 clusters Score -5.519103e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 312649 members 
Entering Unmasked Estep 
Score: -55191420.000000 Penalty: 15531.232422
	Iteration 30Q: 3 clusters Score -5.519142e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 313283 members 
Entering Unmasked Estep 
Score: -55191724.000000 Penalty: 15531.232422
	Iteration 31Q: 3 clusters Score -5.519172e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 313788 members 
Entering Unmasked Estep 
Score: -55192108.000000 Penalty: 15531.232422
	Iteration 32Q: 3 clusters Score -5.519211e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 314220 members 
Entering Unmasked Estep 
Score: -55192304.000000 Penalty: 15531.232422
	Iteration 33Q: 3 clusters Score -5.51923e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 314544 members 
Entering Unmasked Estep 
Score: -55192584.000000 Penalty: 15531.232422
	Iteration 34Q: 3 clusters Score -5.519258e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 314832 members 
Entering Unmasked Estep 
Score: -55192944.000000 Penalty: 15531.232422
	Iteration 35Q: 3 clusters Score -5.519294e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 315087 members 
Entering Unmasked Estep 
Score: -55193192.000000 Penalty: 15531.232422
	Iteration 36Q: 3 clusters Score -5.519319e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 315278 members 
Entering Unmasked Estep 
Score: -55193488.000000 Penalty: 15531.232422
	Iteration 37Q: 3 clusters Score -5.519349e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 315385 members 
Entering Unmasked Estep 
Score: -55193640.000000 Penalty: 15531.232422
	Iteration 38Q: 3 clusters Score -5.519364e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 315433 members 
Entering Unmasked Estep 
Score: -55193768.000000 Penalty: 15531.232422
	Iteration 39Q: 3 clusters Score -5.519377e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 315437 members 
Entering Unmasked Estep 
Score: -55193788.000000 Penalty: 15531.232422
	Iteration 40F: 3 clusters Score -5.519379e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 315445 members 
Entering Unmasked Estep 
Score: -55193852.000000 Penalty: 15531.232422
	Iteration 41Q: 3 clusters Score -5.519385e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 315433 members 
Entering Unmasked Estep 
Score: -55193952.000000 Penalty: 15531.232422
	Iteration 42Q: 3 clusters Score -5.519395e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 315425 members 
Entering Unmasked Estep 
Score: -55194040.000000 Penalty: 15531.232422
	Iteration 43Q: 3 clusters Score -5.519404e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 315425 members 
Entering Unmasked Estep 
Score: -55194028.000000 Penalty: 15531.232422
	Iteration 44Q: 3 clusters Score -5.519403e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 315429 members 
Entering Unmasked Estep 
Score: -55194000.000000 Penalty: 15531.232422
	Iteration 45Q: 3 clusters Score -5.5194e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 315414 members 
Entering Unmasked Estep 
Score: -55194012.000000 Penalty: 15531.232422
	Iteration 46Q: 3 clusters Score -5.519401e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 315403 members 
Entering Unmasked Estep 
Score: -55194040.000000 Penalty: 15531.232422
	Iteration 47Q: 3 clusters Score -5.519404e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 315390 members 
Entering Unmasked Estep 
Score: -55194060.000000 Penalty: 15531.232422
	Iteration 48Q: 3 clusters Score -5.519406e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 315384 members 
Entering Unmasked Estep 
Score: -55194080.000000 Penalty: 15531.232422
	Iteration 49Q: 3 clusters Score -5.519408e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 315383 members 
Entering Unmasked Estep 
Score: -55194108.000000 Penalty: 15531.232422
	Iteration 50Q: 3 clusters Score -5.519411e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 315377 members 
Entering Unmasked Estep 
Score: -55194068.000000 Penalty: 15531.232422
	Iteration 51Q: 3 clusters Score -5.519407e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 315370 members 
Entering Unmasked Estep 
Score: -55194116.000000 Penalty: 15531.232422
	Iteration 52Q: 3 clusters Score -5.519412e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 315367 members 
Entering Unmasked Estep 
Score: -55194156.000000 Penalty: 15531.232422
	Iteration 53Q: 3 clusters Score -5.519416e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 315367 members 
Entering Unmasked Estep 
Score: -55194092.000000 Penalty: 15531.232422
	Iteration 54Q: 3 clusters Score -5.519409e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 315366 members 
Entering Unmasked Estep 
Score: -55194140.000000 Penalty: 15531.232422
	Iteration 55Q: 3 clusters Score -5.519414e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 315361 members 
Entering Unmasked Estep 
Score: -55194140.000000 Penalty: 15531.232422
	Iteration 56Q: 3 clusters Score -5.519414e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 315364 members 
Entering Unmasked Estep 
Score: -55194112.000000 Penalty: 15531.232422
	Iteration 57Q: 3 clusters Score -5.519411e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 315360 members 
Entering Unmasked Estep 
Score: -55194120.000000 Penalty: 15531.232422
	Iteration 58Q: 3 clusters Score -5.519412e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 315357 members 
Entering Unmasked Estep 
Score: -55194152.000000 Penalty: 15531.232422
	Iteration 59Q: 3 clusters Score -5.519415e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 315355 members 
Entering Unmasked Estep 
Score: -55194136.000000 Penalty: 15531.232422
	Iteration 60F: 3 clusters Score -5.519414e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 315352 members 
Entering Unmasked Estep 
Score: -55194128.000000 Penalty: 15531.232422
	Iteration 61Q: 3 clusters Score -5.519413e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 315347 members 
Entering Unmasked Estep 
Score: -55194172.000000 Penalty: 15531.232422
	Iteration 62Q: 3 clusters Score -5.519417e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 315345 members 
Entering Unmasked Estep 
Score: -55194168.000000 Penalty: 15531.232422
	Iteration 63Q: 3 clusters Score -5.519417e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 315344 members 
Entering Unmasked Estep 
Score: -55194184.000000 Penalty: 15531.232422
	Iteration 64Q: 3 clusters Score -5.519418e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 315342 members 
Entering Unmasked Estep 
Score: -55194172.000000 Penalty: 15531.232422
	Iteration 65Q: 3 clusters Score -5.519417e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 315342 members 
Entering Unmasked Estep 
Score: -55194172.000000 Penalty: 15531.232422
	Iteration 66F: 3 clusters Score -5.519417e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Entering Unmasked Estep 
Score: -391415.718750 Penalty: 4777.600098
	Iteration 0F: 2 clusters Score -391415.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -386072.843750 Penalty: 9555.200195
	Iteration 0F: 3 clusters Score -386072.8 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -386887.000000 Penalty: 9555.200195
	Iteration 1F: 3 clusters Score -386887 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -387297.031250 Penalty: 9555.200195
	Iteration 2F: 3 clusters Score -387297 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -387656.093750 Penalty: 9555.200195
	Iteration 3F: 3 clusters Score -387656.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -387978.187500 Penalty: 9555.200195
	Iteration 4Q: 3 clusters Score -387978.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -388252.843750 Penalty: 9555.200195
	Iteration 5F: 3 clusters Score -388252.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -388441.906250 Penalty: 9555.200195
	Iteration 6Q: 3 clusters Score -388441.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -388621.468750 Penalty: 9555.200195
	Iteration 7Q: 3 clusters Score -388621.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -388831.468750 Penalty: 9555.200195
	Iteration 8Q: 3 clusters Score -388831.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -388961.281250 Penalty: 9555.200195
	Iteration 9Q: 3 clusters Score -388961.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -389061.937500 Penalty: 9555.200195
	Iteration 10Q: 3 clusters Score -389061.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -389139.812500 Penalty: 9555.200195
	Iteration 11Q: 3 clusters Score -389139.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -389197.093750 Penalty: 9555.200195
	Iteration 12Q: 3 clusters Score -389197.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -389244.656250 Penalty: 9555.200195
	Iteration 13Q: 3 clusters Score -389244.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -389291.968750 Penalty: 9555.200195
	Iteration 14Q: 3 clusters Score -389292 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -389326.468750 Penalty: 9555.200195
	Iteration 15Q: 3 clusters Score -389326.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -389340.812500 Penalty: 9555.200195
	Iteration 16Q: 3 clusters Score -389340.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -389350.218750 Penalty: 9555.200195
	Iteration 17Q: 3 clusters Score -389350.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -389359.937500 Penalty: 9555.200195
	Iteration 18Q: 3 clusters Score -389359.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -389368.812500 Penalty: 9555.200195
	Iteration 19Q: 3 clusters Score -389368.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -389376.812500 Penalty: 9555.200195
	Iteration 20F: 3 clusters Score -389376.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -389381.343750 Penalty: 9555.200195
	Iteration 21Q: 3 clusters Score -389381.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -389383.937500 Penalty: 9555.200195
	Iteration 22Q: 3 clusters Score -389383.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -389386.781250 Penalty: 9555.200195
	Iteration 23Q: 3 clusters Score -389386.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -389386.781250 Penalty: 9555.200195
	Iteration 24F: 3 clusters Score -389386.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Entering Unmasked Estep 
Score: -158492.062500 Penalty: 4247.318359
	Iteration 0F: 2 clusters Score -158492.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -154357.562500 Penalty: 8494.636719
	Iteration 0F: 3 clusters Score -154357.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -154756.625000 Penalty: 8494.636719
	Iteration 1F: 3 clusters Score -154756.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -154993.843750 Penalty: 8494.636719
	Iteration 2Q: 3 clusters Score -154993.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -155133.375000 Penalty: 8494.636719
	Iteration 3Q: 3 clusters Score -155133.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -155231.171875 Penalty: 8494.636719
	Iteration 4Q: 3 clusters Score -155231.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -155308.796875 Penalty: 8494.636719
	Iteration 5Q: 3 clusters Score -155308.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -155393.000000 Penalty: 8494.636719
	Iteration 6Q: 3 clusters Score -155393 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -155449.406250 Penalty: 8494.636719
	Iteration 7Q: 3 clusters Score -155449.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -155480.687500 Penalty: 8494.636719
	Iteration 8Q: 3 clusters Score -155480.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -155502.421875 Penalty: 8494.636719
	Iteration 9Q: 3 clusters Score -155502.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -155512.187500 Penalty: 8494.636719
	Iteration 10Q: 3 clusters Score -155512.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -155524.906250 Penalty: 8494.636719
	Iteration 11Q: 3 clusters Score -155524.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -155534.328125 Penalty: 8494.636719
	Iteration 12Q: 3 clusters Score -155534.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -155545.218750 Penalty: 8494.636719
	Iteration 13Q: 3 clusters Score -155545.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -155549.718750 Penalty: 8494.636719
	Iteration 14Q: 3 clusters Score -155549.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -155553.468750 Penalty: 8494.636719
	Iteration 15Q: 3 clusters Score -155553.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -155557.140625 Penalty: 8494.636719
	Iteration 16Q: 3 clusters Score -155557.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -155557.140625 Penalty: 8494.636719
	Iteration 17F: 3 clusters Score -155557.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Entering Unmasked Estep 
Score: -147363.015625 Penalty: 4195.053223
	Iteration 0F: 2 clusters Score -147363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -143420.265625 Penalty: 8390.106445
	Iteration 0F: 3 clusters Score -143420.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -143736.640625 Penalty: 8390.106445
	Iteration 1F: 3 clusters Score -143736.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -143841.562500 Penalty: 8390.106445
	Iteration 2Q: 3 clusters Score -143841.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -143892.406250 Penalty: 8390.106445
	Iteration 3Q: 3 clusters Score -143892.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -143937.484375 Penalty: 8390.106445
	Iteration 4Q: 3 clusters Score -143937.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -143969.656250 Penalty: 8390.106445
	Iteration 5Q: 3 clusters Score -143969.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -144011.796875 Penalty: 8390.106445
	Iteration 6Q: 3 clusters Score -144011.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -144021.968750 Penalty: 8390.106445
	Iteration 7Q: 3 clusters Score -144022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -144024.046875 Penalty: 8390.106445
	Iteration 8Q: 3 clusters Score -144024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -144025.984375 Penalty: 8390.106445
	Iteration 9Q: 3 clusters Score -144026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -144025.984375 Penalty: 8390.106445
	Iteration 10F: 3 clusters Score -144026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (130845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130845 members 
Entering Unmasked Estep 
Score: -22589772.000000 Penalty: 7216.333496
	Iteration 0F: 2 clusters Score -2.258977e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65520 members 
Mstep: Class 2 contains 65325 members 
Entering Unmasked Estep 
Score: -22501178.000000 Penalty: 14432.666992
	Iteration 0F: 3 clusters Score -2.250118e+07 nChanged 60579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66457 members 
Mstep: Class 2 contains 64388 members 
Entering Unmasked Estep 
Score: -22534514.000000 Penalty: 14432.666992
	Iteration 1F: 3 clusters Score -2.253451e+07 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67241 members 
Mstep: Class 2 contains 63604 members 
Entering Unmasked Estep 
Score: -22535794.000000 Penalty: 14432.666992
	Iteration 2Q: 3 clusters Score -2.253579e+07 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68371 members 
Mstep: Class 2 contains 62474 members 
Entering Unmasked Estep 
Score: -22537270.000000 Penalty: 14432.666992
	Iteration 3Q: 3 clusters Score -2.253727e+07 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70185 members 
Mstep: Class 2 contains 60660 members 
Entering Unmasked Estep 
Score: -22538774.000000 Penalty: 14432.666992
	Iteration 4Q: 3 clusters Score -2.253877e+07 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72848 members 
Mstep: Class 2 contains 57997 members 
Entering Unmasked Estep 
Score: -22541092.000000 Penalty: 14432.666992
	Iteration 5Q: 3 clusters Score -2.254109e+07 nChanged 6374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76744 members 
Mstep: Class 2 contains 54101 members 
Entering Unmasked Estep 
Score: -22544178.000000 Penalty: 14432.666992
	Iteration 6Q: 3 clusters Score -2.254418e+07 nChanged 7690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82204 members 
Mstep: Class 2 contains 48641 members 
Entering Unmasked Estep 
Score: -22548672.000000 Penalty: 14432.666992
	Iteration 7F: 3 clusters Score -2.254867e+07 nChanged 8574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89012 members 
Mstep: Class 2 contains 41833 members 
Entering Unmasked Estep 
Score: -22554666.000000 Penalty: 14432.666992
	Iteration 8F: 3 clusters Score -2.255467e+07 nChanged 9031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96573 members 
Mstep: Class 2 contains 34272 members 
Entering Unmasked Estep 
Score: -22561712.000000 Penalty: 14432.666992
	Iteration 9F: 3 clusters Score -2.256171e+07 nChanged 8131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103504 members 
Mstep: Class 2 contains 27341 members 
Entering Unmasked Estep 
Score: -22569286.000000 Penalty: 14432.666992
	Iteration 10F: 3 clusters Score -2.256929e+07 nChanged 6052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108298 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -22575024.000000 Penalty: 14432.666992
	Iteration 11Q: 3 clusters Score -2.257502e+07 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111098 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -22577874.000000 Penalty: 14432.666992
	Iteration 12Q: 3 clusters Score -2.257787e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112953 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -22579220.000000 Penalty: 14432.666992
	Iteration 13Q: 3 clusters Score -2.257922e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114356 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -22579802.000000 Penalty: 14432.666992
	Iteration 14Q: 3 clusters Score -2.25798e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115634 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -22580376.000000 Penalty: 14432.666992
	Iteration 15Q: 3 clusters Score -2.258038e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116680 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -22580736.000000 Penalty: 14432.666992
	Iteration 16Q: 3 clusters Score -2.258074e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117675 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -22581130.000000 Penalty: 14432.666992
	Iteration 17Q: 3 clusters Score -2.258113e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118553 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -22581352.000000 Penalty: 14432.666992
	Iteration 18Q: 3 clusters Score -2.258135e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119364 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -22581732.000000 Penalty: 14432.666992
	Iteration 19Q: 3 clusters Score -2.258173e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120085 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -22581926.000000 Penalty: 14432.666992
	Iteration 20F: 3 clusters Score -2.258193e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120759 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -22582118.000000 Penalty: 14432.666992
	Iteration 21Q: 3 clusters Score -2.258212e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121403 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -22582300.000000 Penalty: 14432.666992
	Iteration 22Q: 3 clusters Score -2.25823e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121962 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -22582442.000000 Penalty: 14432.666992
	Iteration 23Q: 3 clusters Score -2.258244e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122439 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -22582550.000000 Penalty: 14432.666992
	Iteration 24Q: 3 clusters Score -2.258255e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122894 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -22582730.000000 Penalty: 14432.666992
	Iteration 25Q: 3 clusters Score -2.258273e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123307 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -22582866.000000 Penalty: 14432.666992
	Iteration 26Q: 3 clusters Score -2.258287e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123677 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -22582960.000000 Penalty: 14432.666992
	Iteration 27Q: 3 clusters Score -2.258296e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124007 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -22583018.000000 Penalty: 14432.666992
	Iteration 28Q: 3 clusters Score -2.258302e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124333 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -22583150.000000 Penalty: 14432.666992
	Iteration 29Q: 3 clusters Score -2.258315e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124601 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -22583292.000000 Penalty: 14432.666992
	Iteration 30Q: 3 clusters Score -2.258329e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124835 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -22583278.000000 Penalty: 14432.666992
	Iteration 31Q: 3 clusters Score -2.258328e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125044 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -22583330.000000 Penalty: 14432.666992
	Iteration 32Q: 3 clusters Score -2.258333e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125213 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -22583338.000000 Penalty: 14432.666992
	Iteration 33Q: 3 clusters Score -2.258334e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125371 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -22583338.000000 Penalty: 14432.666992
	Iteration 34Q: 3 clusters Score -2.258334e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125529 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -22583422.000000 Penalty: 14432.666992
	Iteration 35Q: 3 clusters Score -2.258342e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125689 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -22583444.000000 Penalty: 14432.666992
	Iteration 36Q: 3 clusters Score -2.258344e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125832 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -22583532.000000 Penalty: 14432.666992
	Iteration 37Q: 3 clusters Score -2.258353e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125950 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -22583560.000000 Penalty: 14432.666992
	Iteration 38Q: 3 clusters Score -2.258356e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126048 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -22583548.000000 Penalty: 14432.666992
	Iteration 39Q: 3 clusters Score -2.258355e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126136 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -22583598.000000 Penalty: 14432.666992
	Iteration 40F: 3 clusters Score -2.25836e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126219 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -22583624.000000 Penalty: 14432.666992
	Iteration 41Q: 3 clusters Score -2.258362e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126303 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -22583632.000000 Penalty: 14432.666992
	Iteration 42Q: 3 clusters Score -2.258363e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126391 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -22583642.000000 Penalty: 14432.666992
	Iteration 43Q: 3 clusters Score -2.258364e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126475 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -22583666.000000 Penalty: 14432.666992
	Iteration 44Q: 3 clusters Score -2.258367e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126557 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -22583658.000000 Penalty: 14432.666992
	Iteration 45Q: 3 clusters Score -2.258366e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126628 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -22583664.000000 Penalty: 14432.666992
	Iteration 46Q: 3 clusters Score -2.258366e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126694 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -22583688.000000 Penalty: 14432.666992
	Iteration 47Q: 3 clusters Score -2.258369e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126762 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -22583712.000000 Penalty: 14432.666992
	Iteration 48Q: 3 clusters Score -2.258371e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126811 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -22583736.000000 Penalty: 14432.666992
	Iteration 49Q: 3 clusters Score -2.258374e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126853 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -22583758.000000 Penalty: 14432.666992
	Iteration 50Q: 3 clusters Score -2.258376e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126878 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -22583748.000000 Penalty: 14432.666992
	Iteration 51Q: 3 clusters Score -2.258375e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126902 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -22583742.000000 Penalty: 14432.666992
	Iteration 52Q: 3 clusters Score -2.258374e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126922 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -22583742.000000 Penalty: 14432.666992
	Iteration 53Q: 3 clusters Score -2.258374e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126937 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -22583754.000000 Penalty: 14432.666992
	Iteration 54Q: 3 clusters Score -2.258375e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126953 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -22583754.000000 Penalty: 14432.666992
	Iteration 55Q: 3 clusters Score -2.258375e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126967 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -22583744.000000 Penalty: 14432.666992
	Iteration 56Q: 3 clusters Score -2.258374e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126979 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -22583750.000000 Penalty: 14432.666992
	Iteration 57Q: 3 clusters Score -2.258375e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126991 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -22583762.000000 Penalty: 14432.666992
	Iteration 58Q: 3 clusters Score -2.258376e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126997 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -22583774.000000 Penalty: 14432.666992
	Iteration 59Q: 3 clusters Score -2.258377e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127002 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -22583770.000000 Penalty: 14432.666992
	Iteration 60F: 3 clusters Score -2.258377e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127013 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -22583782.000000 Penalty: 14432.666992
	Iteration 61Q: 3 clusters Score -2.258378e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127020 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -22583784.000000 Penalty: 14432.666992
	Iteration 62Q: 3 clusters Score -2.258378e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127027 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -22583782.000000 Penalty: 14432.666992
	Iteration 63Q: 3 clusters Score -2.258378e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127034 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -22583772.000000 Penalty: 14432.666992
	Iteration 64Q: 3 clusters Score -2.258377e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127038 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -22583784.000000 Penalty: 14432.666992
	Iteration 65Q: 3 clusters Score -2.258378e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127048 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -22583780.000000 Penalty: 14432.666992
	Iteration 66Q: 3 clusters Score -2.258378e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127057 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -22583772.000000 Penalty: 14432.666992
	Iteration 67Q: 3 clusters Score -2.258377e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127070 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -22583788.000000 Penalty: 14432.666992
	Iteration 68Q: 3 clusters Score -2.258379e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127077 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -22583816.000000 Penalty: 14432.666992
	Iteration 69Q: 3 clusters Score -2.258382e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127083 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -22583810.000000 Penalty: 14432.666992
	Iteration 70Q: 3 clusters Score -2.258381e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127094 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -22583828.000000 Penalty: 14432.666992
	Iteration 71Q: 3 clusters Score -2.258383e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127103 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -22583824.000000 Penalty: 14432.666992
	Iteration 72Q: 3 clusters Score -2.258382e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127114 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -22583822.000000 Penalty: 14432.666992
	Iteration 73Q: 3 clusters Score -2.258382e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127120 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -22583820.000000 Penalty: 14432.666992
	Iteration 74Q: 3 clusters Score -2.258382e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127125 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -22583798.000000 Penalty: 14432.666992
	Iteration 75Q: 3 clusters Score -2.25838e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127130 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -22583808.000000 Penalty: 14432.666992
	Iteration 76Q: 3 clusters Score -2.258381e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127133 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -22583838.000000 Penalty: 14432.666992
	Iteration 77Q: 3 clusters Score -2.258384e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127133 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -22583838.000000 Penalty: 14432.666992
	Iteration 78F: 3 clusters Score -2.258384e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Entering Unmasked Estep 
Score: -1727059.375000 Penalty: 5668.879883
	Iteration 0F: 2 clusters Score -1727059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1716574.250000 Penalty: 11337.759766
	Iteration 0F: 3 clusters Score -1716574 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1719150.750000 Penalty: 11337.759766
	Iteration 1F: 3 clusters Score -1719151 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1719951.375000 Penalty: 11337.759766
	Iteration 2F: 3 clusters Score -1719951 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1720529.625000 Penalty: 11337.759766
	Iteration 3F: 3 clusters Score -1720530 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1720967.500000 Penalty: 11337.759766
	Iteration 4F: 3 clusters Score -1720968 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1721329.875000 Penalty: 11337.759766
	Iteration 5Q: 3 clusters Score -1721330 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1721591.875000 Penalty: 11337.759766
	Iteration 6Q: 3 clusters Score -1721592 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1721805.500000 Penalty: 11337.759766
	Iteration 7Q: 3 clusters Score -1721806 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1721999.750000 Penalty: 11337.759766
	Iteration 8Q: 3 clusters Score -1722000 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1722138.125000 Penalty: 11337.759766
	Iteration 9Q: 3 clusters Score -1722138 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1722238.875000 Penalty: 11337.759766
	Iteration 10Q: 3 clusters Score -1722239 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1722333.500000 Penalty: 11337.759766
	Iteration 11Q: 3 clusters Score -1722334 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1722393.875000 Penalty: 11337.759766
	Iteration 12Q: 3 clusters Score -1722394 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1722459.125000 Penalty: 11337.759766
	Iteration 13Q: 3 clusters Score -1722459 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1722513.750000 Penalty: 11337.759766
	Iteration 14Q: 3 clusters Score -1722514 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1722560.000000 Penalty: 11337.759766
	Iteration 15Q: 3 clusters Score -1722560 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1722595.750000 Penalty: 11337.759766
	Iteration 16Q: 3 clusters Score -1722596 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1722625.125000 Penalty: 11337.759766
	Iteration 17Q: 3 clusters Score -1722625 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1722648.875000 Penalty: 11337.759766
	Iteration 18Q: 3 clusters Score -1722649 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1722669.125000 Penalty: 11337.759766
	Iteration 19Q: 3 clusters Score -1722669 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1722689.750000 Penalty: 11337.759766
	Iteration 20F: 3 clusters Score -1722690 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1722713.750000 Penalty: 11337.759766
	Iteration 21Q: 3 clusters Score -1722714 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1722736.250000 Penalty: 11337.759766
	Iteration 22Q: 3 clusters Score -1722736 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1722758.500000 Penalty: 11337.759766
	Iteration 23Q: 3 clusters Score -1722758 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1722773.250000 Penalty: 11337.759766
	Iteration 24Q: 3 clusters Score -1722773 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1722784.875000 Penalty: 11337.759766
	Iteration 25Q: 3 clusters Score -1722785 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1722794.250000 Penalty: 11337.759766
	Iteration 26Q: 3 clusters Score -1722794 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1722806.500000 Penalty: 11337.759766
	Iteration 27Q: 3 clusters Score -1722806 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1722817.875000 Penalty: 11337.759766
	Iteration 28Q: 3 clusters Score -1722818 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1722828.750000 Penalty: 11337.759766
	Iteration 29Q: 3 clusters Score -1722829 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1722835.875000 Penalty: 11337.759766
	Iteration 30Q: 3 clusters Score -1722836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1722835.250000 Penalty: 11337.759766
	Iteration 31Q: 3 clusters Score -1722835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1722839.125000 Penalty: 11337.759766
	Iteration 32Q: 3 clusters Score -1722839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1722837.750000 Penalty: 11337.759766
	Iteration 33Q: 3 clusters Score -1722838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1722842.875000 Penalty: 11337.759766
	Iteration 34Q: 3 clusters Score -1722843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1722846.250000 Penalty: 11337.759766
	Iteration 35Q: 3 clusters Score -1722846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1722850.250000 Penalty: 11337.759766
	Iteration 36Q: 3 clusters Score -1722850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1722855.500000 Penalty: 11337.759766
	Iteration 37Q: 3 clusters Score -1722856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1722853.625000 Penalty: 11337.759766
	Iteration 38Q: 3 clusters Score -1722854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1722861.750000 Penalty: 11337.759766
	Iteration 39Q: 3 clusters Score -1722862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1722860.625000 Penalty: 11337.759766
	Iteration 40F: 3 clusters Score -1722861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1722860.250000 Penalty: 11337.759766
	Iteration 41Q: 3 clusters Score -1722860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1722858.750000 Penalty: 11337.759766
	Iteration 42Q: 3 clusters Score -1722859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1722859.125000 Penalty: 11337.759766
	Iteration 43Q: 3 clusters Score -1722859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1722861.000000 Penalty: 11337.759766
	Iteration 44Q: 3 clusters Score -1722861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1722864.375000 Penalty: 11337.759766
	Iteration 45Q: 3 clusters Score -1722864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1722864.750000 Penalty: 11337.759766
	Iteration 46Q: 3 clusters Score -1722865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1722867.375000 Penalty: 11337.759766
	Iteration 47Q: 3 clusters Score -1722867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1722874.750000 Penalty: 11337.759766
	Iteration 48Q: 3 clusters Score -1722875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1722873.000000 Penalty: 11337.759766
	Iteration 49Q: 3 clusters Score -1722873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1722875.000000 Penalty: 11337.759766
	Iteration 50Q: 3 clusters Score -1722875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1722878.500000 Penalty: 11337.759766
	Iteration 51Q: 3 clusters Score -1722878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1722879.125000 Penalty: 11337.759766
	Iteration 52Q: 3 clusters Score -1722879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1722881.875000 Penalty: 11337.759766
	Iteration 53Q: 3 clusters Score -1722882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1722880.000000 Penalty: 11337.759766
	Iteration 54Q: 3 clusters Score -1722880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1722882.625000 Penalty: 11337.759766
	Iteration 55Q: 3 clusters Score -1722883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1722882.625000 Penalty: 11337.759766
	Iteration 56F: 3 clusters Score -1722883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Entering Unmasked Estep 
Score: -186080.890625 Penalty: 4324.015625
	Iteration 0F: 2 clusters Score -186080.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -181834.265625 Penalty: 8648.031250
	Iteration 0F: 3 clusters Score -181834.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -182270.656250 Penalty: 8648.031250
	Iteration 1F: 3 clusters Score -182270.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -182446.750000 Penalty: 8648.031250
	Iteration 2F: 3 clusters Score -182446.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -182532.921875 Penalty: 8648.031250
	Iteration 3Q: 3 clusters Score -182532.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -182573.328125 Penalty: 8648.031250
	Iteration 4Q: 3 clusters Score -182573.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -182584.640625 Penalty: 8648.031250
	Iteration 5Q: 3 clusters Score -182584.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -182597.656250 Penalty: 8648.031250
	Iteration 6Q: 3 clusters Score -182597.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -182614.953125 Penalty: 8648.031250
	Iteration 7Q: 3 clusters Score -182615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -182625.828125 Penalty: 8648.031250
	Iteration 8Q: 3 clusters Score -182625.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -182634.593750 Penalty: 8648.031250
	Iteration 9Q: 3 clusters Score -182634.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -182639.703125 Penalty: 8648.031250
	Iteration 10Q: 3 clusters Score -182639.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -182643.734375 Penalty: 8648.031250
	Iteration 11Q: 3 clusters Score -182643.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -182643.734375 Penalty: 8648.031250
	Iteration 12F: 3 clusters Score -182643.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (39275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39275 members 
Entering Unmasked Estep 
Score: -6597312.000000 Penalty: 6479.235352
	Iteration 0F: 2 clusters Score -6597312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -6568533.000000 Penalty: 12958.470703
	Iteration 0F: 3 clusters Score -6568533 nChanged 16947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -6577507.500000 Penalty: 12958.470703
	Iteration 1F: 3 clusters Score -6577508 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -6578390.000000 Penalty: 12958.470703
	Iteration 2F: 3 clusters Score -6578390 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -6579068.000000 Penalty: 12958.470703
	Iteration 3Q: 3 clusters Score -6579068 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -6579764.500000 Penalty: 12958.470703
	Iteration 4Q: 3 clusters Score -6579764 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -6580552.500000 Penalty: 12958.470703
	Iteration 5Q: 3 clusters Score -6580552 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -6581496.000000 Penalty: 12958.470703
	Iteration 6Q: 3 clusters Score -6581496 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -6582700.000000 Penalty: 12958.470703
	Iteration 7F: 3 clusters Score -6582700 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 26131 members 
Entering Unmasked Estep 
Score: -6584044.000000 Penalty: 12958.470703
	Iteration 8F: 3 clusters Score -6584044 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 27809 members 
Entering Unmasked Estep 
Score: -6585536.000000 Penalty: 12958.470703
	Iteration 9F: 3 clusters Score -6585536 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 29548 members 
Entering Unmasked Estep 
Score: -6587004.000000 Penalty: 12958.470703
	Iteration 10F: 3 clusters Score -6587004 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 31060 members 
Entering Unmasked Estep 
Score: -6588302.000000 Penalty: 12958.470703
	Iteration 11Q: 3 clusters Score -6588302 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 32268 members 
Entering Unmasked Estep 
Score: -6589340.000000 Penalty: 12958.470703
	Iteration 12Q: 3 clusters Score -6589340 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 33162 members 
Entering Unmasked Estep 
Score: -6590207.500000 Penalty: 12958.470703
	Iteration 13Q: 3 clusters Score -6590208 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 33851 members 
Entering Unmasked Estep 
Score: -6590854.500000 Penalty: 12958.470703
	Iteration 14Q: 3 clusters Score -6590854 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 34313 members 
Entering Unmasked Estep 
Score: -6591376.000000 Penalty: 12958.470703
	Iteration 15Q: 3 clusters Score -6591376 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 34666 members 
Entering Unmasked Estep 
Score: -6591709.000000 Penalty: 12958.470703
	Iteration 16Q: 3 clusters Score -6591709 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 34967 members 
Entering Unmasked Estep 
Score: -6591984.500000 Penalty: 12958.470703
	Iteration 17Q: 3 clusters Score -6591984 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 35196 members 
Entering Unmasked Estep 
Score: -6592255.000000 Penalty: 12958.470703
	Iteration 18Q: 3 clusters Score -6592255 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 35398 members 
Entering Unmasked Estep 
Score: -6592476.500000 Penalty: 12958.470703
	Iteration 19Q: 3 clusters Score -6592476 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 35548 members 
Entering Unmasked Estep 
Score: -6592663.000000 Penalty: 12958.470703
	Iteration 20F: 3 clusters Score -6592663 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 35659 members 
Entering Unmasked Estep 
Score: -6592847.000000 Penalty: 12958.470703
	Iteration 21Q: 3 clusters Score -6592847 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 35750 members 
Entering Unmasked Estep 
Score: -6592985.500000 Penalty: 12958.470703
	Iteration 22Q: 3 clusters Score -6592986 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 35816 members 
Entering Unmasked Estep 
Score: -6593132.000000 Penalty: 12958.470703
	Iteration 23Q: 3 clusters Score -6593132 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 35839 members 
Entering Unmasked Estep 
Score: -6593227.000000 Penalty: 12958.470703
	Iteration 24Q: 3 clusters Score -6593227 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 35861 members 
Entering Unmasked Estep 
Score: -6593291.500000 Penalty: 12958.470703
	Iteration 25Q: 3 clusters Score -6593292 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 35858 members 
Entering Unmasked Estep 
Score: -6593361.500000 Penalty: 12958.470703
	Iteration 26Q: 3 clusters Score -6593362 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 35841 members 
Entering Unmasked Estep 
Score: -6593410.500000 Penalty: 12958.470703
	Iteration 27Q: 3 clusters Score -6593410 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 35841 members 
Entering Unmasked Estep 
Score: -6593451.500000 Penalty: 12958.470703
	Iteration 28Q: 3 clusters Score -6593452 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 35832 members 
Entering Unmasked Estep 
Score: -6593507.500000 Penalty: 12958.470703
	Iteration 29Q: 3 clusters Score -6593508 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 35825 members 
Entering Unmasked Estep 
Score: -6593525.500000 Penalty: 12958.470703
	Iteration 30Q: 3 clusters Score -6593526 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 35819 members 
Entering Unmasked Estep 
Score: -6593563.500000 Penalty: 12958.470703
	Iteration 31Q: 3 clusters Score -6593564 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 35817 members 
Entering Unmasked Estep 
Score: -6593585.000000 Penalty: 12958.470703
	Iteration 32Q: 3 clusters Score -6593585 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 35814 members 
Entering Unmasked Estep 
Score: -6593593.000000 Penalty: 12958.470703
	Iteration 33Q: 3 clusters Score -6593593 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 35818 members 
Entering Unmasked Estep 
Score: -6593621.000000 Penalty: 12958.470703
	Iteration 34Q: 3 clusters Score -6593621 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 35816 members 
Entering Unmasked Estep 
Score: -6593619.000000 Penalty: 12958.470703
	Iteration 35Q: 3 clusters Score -6593619 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -6593623.000000 Penalty: 12958.470703
	Iteration 36Q: 3 clusters Score -6593623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 35804 members 
Entering Unmasked Estep 
Score: -6593623.000000 Penalty: 12958.470703
	Iteration 37Q: 3 clusters Score -6593623 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 35795 members 
Entering Unmasked Estep 
Score: -6593625.000000 Penalty: 12958.470703
	Iteration 38Q: 3 clusters Score -6593625 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 35790 members 
Entering Unmasked Estep 
Score: -6593635.000000 Penalty: 12958.470703
	Iteration 39Q: 3 clusters Score -6593635 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 35783 members 
Entering Unmasked Estep 
Score: -6593642.000000 Penalty: 12958.470703
	Iteration 40F: 3 clusters Score -6593642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 35775 members 
Entering Unmasked Estep 
Score: -6593652.000000 Penalty: 12958.470703
	Iteration 41Q: 3 clusters Score -6593652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 35766 members 
Entering Unmasked Estep 
Score: -6593657.000000 Penalty: 12958.470703
	Iteration 42Q: 3 clusters Score -6593657 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 35760 members 
Entering Unmasked Estep 
Score: -6593655.000000 Penalty: 12958.470703
	Iteration 43Q: 3 clusters Score -6593655 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 35753 members 
Entering Unmasked Estep 
Score: -6593668.000000 Penalty: 12958.470703
	Iteration 44Q: 3 clusters Score -6593668 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 35745 members 
Entering Unmasked Estep 
Score: -6593676.500000 Penalty: 12958.470703
	Iteration 45Q: 3 clusters Score -6593676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 35741 members 
Entering Unmasked Estep 
Score: -6593683.500000 Penalty: 12958.470703
	Iteration 46Q: 3 clusters Score -6593684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 35735 members 
Entering Unmasked Estep 
Score: -6593677.000000 Penalty: 12958.470703
	Iteration 47Q: 3 clusters Score -6593677 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 35732 members 
Entering Unmasked Estep 
Score: -6593696.500000 Penalty: 12958.470703
	Iteration 48Q: 3 clusters Score -6593696 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 35730 members 
Entering Unmasked Estep 
Score: -6593704.500000 Penalty: 12958.470703
	Iteration 49Q: 3 clusters Score -6593704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 35722 members 
Entering Unmasked Estep 
Score: -6593704.000000 Penalty: 12958.470703
	Iteration 50Q: 3 clusters Score -6593704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 35720 members 
Entering Unmasked Estep 
Score: -6593710.000000 Penalty: 12958.470703
	Iteration 51Q: 3 clusters Score -6593710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 35714 members 
Entering Unmasked Estep 
Score: -6593708.500000 Penalty: 12958.470703
	Iteration 52Q: 3 clusters Score -6593708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 35714 members 
Entering Unmasked Estep 
Score: -6593699.500000 Penalty: 12958.470703
	Iteration 53Q: 3 clusters Score -6593700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 35713 members 
Entering Unmasked Estep 
Score: -6593707.500000 Penalty: 12958.470703
	Iteration 54Q: 3 clusters Score -6593708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 35711 members 
Entering Unmasked Estep 
Score: -6593702.000000 Penalty: 12958.470703
	Iteration 55Q: 3 clusters Score -6593702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 35710 members 
Entering Unmasked Estep 
Score: -6593709.000000 Penalty: 12958.470703
	Iteration 56Q: 3 clusters Score -6593709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 35711 members 
Entering Unmasked Estep 
Score: -6593702.500000 Penalty: 12958.470703
	Iteration 57Q: 3 clusters Score -6593702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 35712 members 
Entering Unmasked Estep 
Score: -6593703.500000 Penalty: 12958.470703
	Iteration 58Q: 3 clusters Score -6593704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 35711 members 
Entering Unmasked Estep 
Score: -6593706.000000 Penalty: 12958.470703
	Iteration 59Q: 3 clusters Score -6593706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 35711 members 
Entering Unmasked Estep 
Score: -6593706.000000 Penalty: 12958.470703
	Iteration 60F: 3 clusters Score -6593706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (30837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30837 members 
Entering Unmasked Estep 
Score: -5076165.000000 Penalty: 6331.088379
	Iteration 0F: 2 clusters Score -5076165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -5052676.000000 Penalty: 12662.176758
	Iteration 0F: 3 clusters Score -5052676 nChanged 13058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -5059666.500000 Penalty: 12662.176758
	Iteration 1F: 3 clusters Score -5059666 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -5060529.500000 Penalty: 12662.176758
	Iteration 2F: 3 clusters Score -5060530 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -5061302.500000 Penalty: 12662.176758
	Iteration 3F: 3 clusters Score -5061302 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -5061898.500000 Penalty: 12662.176758
	Iteration 4Q: 3 clusters Score -5061898 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -5062521.000000 Penalty: 12662.176758
	Iteration 5Q: 3 clusters Score -5062521 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -5063099.000000 Penalty: 12662.176758
	Iteration 6Q: 3 clusters Score -5063099 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -5063662.000000 Penalty: 12662.176758
	Iteration 7Q: 3 clusters Score -5063662 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -5064171.000000 Penalty: 12662.176758
	Iteration 8Q: 3 clusters Score -5064171 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -5064764.500000 Penalty: 12662.176758
	Iteration 9Q: 3 clusters Score -5064764 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -5065338.500000 Penalty: 12662.176758
	Iteration 10Q: 3 clusters Score -5065338 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -5065993.000000 Penalty: 12662.176758
	Iteration 11Q: 3 clusters Score -5065993 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -5066652.000000 Penalty: 12662.176758
	Iteration 12Q: 3 clusters Score -5066652 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -5067274.500000 Penalty: 12662.176758
	Iteration 13Q: 3 clusters Score -5067274 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -5067879.500000 Penalty: 12662.176758
	Iteration 14Q: 3 clusters Score -5067880 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -5068372.500000 Penalty: 12662.176758
	Iteration 15Q: 3 clusters Score -5068372 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 23897 members 
Entering Unmasked Estep 
Score: -5068793.000000 Penalty: 12662.176758
	Iteration 16Q: 3 clusters Score -5068793 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -5069196.000000 Penalty: 12662.176758
	Iteration 17Q: 3 clusters Score -5069196 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 25070 members 
Entering Unmasked Estep 
Score: -5069535.500000 Penalty: 12662.176758
	Iteration 18Q: 3 clusters Score -5069536 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 25562 members 
Entering Unmasked Estep 
Score: -5069788.500000 Penalty: 12662.176758
	Iteration 19Q: 3 clusters Score -5069788 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 25984 members 
Entering Unmasked Estep 
Score: -5070007.500000 Penalty: 12662.176758
	Iteration 20F: 3 clusters Score -5070008 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -5070242.000000 Penalty: 12662.176758
	Iteration 21Q: 3 clusters Score -5070242 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 26765 members 
Entering Unmasked Estep 
Score: -5070442.500000 Penalty: 12662.176758
	Iteration 22Q: 3 clusters Score -5070442 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 27099 members 
Entering Unmasked Estep 
Score: -5070606.000000 Penalty: 12662.176758
	Iteration 23Q: 3 clusters Score -5070606 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -5070763.000000 Penalty: 12662.176758
	Iteration 24Q: 3 clusters Score -5070763 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 27597 members 
Entering Unmasked Estep 
Score: -5070886.000000 Penalty: 12662.176758
	Iteration 25Q: 3 clusters Score -5070886 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 27790 members 
Entering Unmasked Estep 
Score: -5070981.500000 Penalty: 12662.176758
	Iteration 26Q: 3 clusters Score -5070982 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 27951 members 
Entering Unmasked Estep 
Score: -5071062.500000 Penalty: 12662.176758
	Iteration 27Q: 3 clusters Score -5071062 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 28089 members 
Entering Unmasked Estep 
Score: -5071130.500000 Penalty: 12662.176758
	Iteration 28Q: 3 clusters Score -5071130 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 28214 members 
Entering Unmasked Estep 
Score: -5071201.500000 Penalty: 12662.176758
	Iteration 29Q: 3 clusters Score -5071202 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 28317 members 
Entering Unmasked Estep 
Score: -5071250.000000 Penalty: 12662.176758
	Iteration 30Q: 3 clusters Score -5071250 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 28379 members 
Entering Unmasked Estep 
Score: -5071303.500000 Penalty: 12662.176758
	Iteration 31Q: 3 clusters Score -5071304 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 28442 members 
Entering Unmasked Estep 
Score: -5071343.000000 Penalty: 12662.176758
	Iteration 32Q: 3 clusters Score -5071343 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 28519 members 
Entering Unmasked Estep 
Score: -5071375.000000 Penalty: 12662.176758
	Iteration 33Q: 3 clusters Score -5071375 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 28600 members 
Entering Unmasked Estep 
Score: -5071436.000000 Penalty: 12662.176758
	Iteration 34Q: 3 clusters Score -5071436 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 28673 members 
Entering Unmasked Estep 
Score: -5071457.000000 Penalty: 12662.176758
	Iteration 35Q: 3 clusters Score -5071457 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 28722 members 
Entering Unmasked Estep 
Score: -5071484.000000 Penalty: 12662.176758
	Iteration 36Q: 3 clusters Score -5071484 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 28765 members 
Entering Unmasked Estep 
Score: -5071495.000000 Penalty: 12662.176758
	Iteration 37Q: 3 clusters Score -5071495 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 28794 members 
Entering Unmasked Estep 
Score: -5071529.500000 Penalty: 12662.176758
	Iteration 38Q: 3 clusters Score -5071530 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 28828 members 
Entering Unmasked Estep 
Score: -5071548.000000 Penalty: 12662.176758
	Iteration 39Q: 3 clusters Score -5071548 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 28855 members 
Entering Unmasked Estep 
Score: -5071564.500000 Penalty: 12662.176758
	Iteration 40F: 3 clusters Score -5071564 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 28883 members 
Entering Unmasked Estep 
Score: -5071573.000000 Penalty: 12662.176758
	Iteration 41Q: 3 clusters Score -5071573 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 28914 members 
Entering Unmasked Estep 
Score: -5071604.000000 Penalty: 12662.176758
	Iteration 42Q: 3 clusters Score -5071604 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 28935 members 
Entering Unmasked Estep 
Score: -5071609.500000 Penalty: 12662.176758
	Iteration 43Q: 3 clusters Score -5071610 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 28955 members 
Entering Unmasked Estep 
Score: -5071635.500000 Penalty: 12662.176758
	Iteration 44Q: 3 clusters Score -5071636 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 28981 members 
Entering Unmasked Estep 
Score: -5071644.000000 Penalty: 12662.176758
	Iteration 45Q: 3 clusters Score -5071644 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 28998 members 
Entering Unmasked Estep 
Score: -5071659.500000 Penalty: 12662.176758
	Iteration 46Q: 3 clusters Score -5071660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 29010 members 
Entering Unmasked Estep 
Score: -5071669.000000 Penalty: 12662.176758
	Iteration 47Q: 3 clusters Score -5071669 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 29028 members 
Entering Unmasked Estep 
Score: -5071676.000000 Penalty: 12662.176758
	Iteration 48Q: 3 clusters Score -5071676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 29034 members 
Entering Unmasked Estep 
Score: -5071685.000000 Penalty: 12662.176758
	Iteration 49Q: 3 clusters Score -5071685 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 29041 members 
Entering Unmasked Estep 
Score: -5071682.000000 Penalty: 12662.176758
	Iteration 50Q: 3 clusters Score -5071682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 29054 members 
Entering Unmasked Estep 
Score: -5071681.000000 Penalty: 12662.176758
	Iteration 51Q: 3 clusters Score -5071681 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 29076 members 
Entering Unmasked Estep 
Score: -5071699.000000 Penalty: 12662.176758
	Iteration 52Q: 3 clusters Score -5071699 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 29097 members 
Entering Unmasked Estep 
Score: -5071727.500000 Penalty: 12662.176758
	Iteration 53Q: 3 clusters Score -5071728 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 29121 members 
Entering Unmasked Estep 
Score: -5071728.000000 Penalty: 12662.176758
	Iteration 54Q: 3 clusters Score -5071728 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 29139 members 
Entering Unmasked Estep 
Score: -5071732.500000 Penalty: 12662.176758
	Iteration 55Q: 3 clusters Score -5071732 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 29155 members 
Entering Unmasked Estep 
Score: -5071743.500000 Penalty: 12662.176758
	Iteration 56Q: 3 clusters Score -5071744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 29166 members 
Entering Unmasked Estep 
Score: -5071760.000000 Penalty: 12662.176758
	Iteration 57Q: 3 clusters Score -5071760 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 29178 members 
Entering Unmasked Estep 
Score: -5071767.000000 Penalty: 12662.176758
	Iteration 58Q: 3 clusters Score -5071767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 29185 members 
Entering Unmasked Estep 
Score: -5071765.000000 Penalty: 12662.176758
	Iteration 59Q: 3 clusters Score -5071765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 29191 members 
Entering Unmasked Estep 
Score: -5071768.500000 Penalty: 12662.176758
	Iteration 60F: 3 clusters Score -5071768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 29198 members 
Entering Unmasked Estep 
Score: -5071771.000000 Penalty: 12662.176758
	Iteration 61Q: 3 clusters Score -5071771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 29204 members 
Entering Unmasked Estep 
Score: -5071770.000000 Penalty: 12662.176758
	Iteration 62Q: 3 clusters Score -5071770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 29209 members 
Entering Unmasked Estep 
Score: -5071773.000000 Penalty: 12662.176758
	Iteration 63Q: 3 clusters Score -5071773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 29213 members 
Entering Unmasked Estep 
Score: -5071784.500000 Penalty: 12662.176758
	Iteration 64Q: 3 clusters Score -5071784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 29217 members 
Entering Unmasked Estep 
Score: -5071780.000000 Penalty: 12662.176758
	Iteration 65Q: 3 clusters Score -5071780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 29226 members 
Entering Unmasked Estep 
Score: -5071785.000000 Penalty: 12662.176758
	Iteration 66Q: 3 clusters Score -5071785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
Score: -5071790.000000 Penalty: 12662.176758
	Iteration 67Q: 3 clusters Score -5071790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 29239 members 
Entering Unmasked Estep 
Score: -5071790.500000 Penalty: 12662.176758
	Iteration 68Q: 3 clusters Score -5071790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 29242 members 
Entering Unmasked Estep 
Score: -5071797.000000 Penalty: 12662.176758
	Iteration 69Q: 3 clusters Score -5071797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 29250 members 
Entering Unmasked Estep 
Score: -5071797.500000 Penalty: 12662.176758
	Iteration 70Q: 3 clusters Score -5071798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 29258 members 
Entering Unmasked Estep 
Score: -5071796.500000 Penalty: 12662.176758
	Iteration 71Q: 3 clusters Score -5071796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 29265 members 
Entering Unmasked Estep 
Score: -5071804.500000 Penalty: 12662.176758
	Iteration 72Q: 3 clusters Score -5071804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 29268 members 
Entering Unmasked Estep 
Score: -5071817.000000 Penalty: 12662.176758
	Iteration 73Q: 3 clusters Score -5071817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 29272 members 
Entering Unmasked Estep 
Score: -5071818.000000 Penalty: 12662.176758
	Iteration 74Q: 3 clusters Score -5071818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 29275 members 
Entering Unmasked Estep 
Score: -5071826.500000 Penalty: 12662.176758
	Iteration 75Q: 3 clusters Score -5071826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 29278 members 
Entering Unmasked Estep 
Score: -5071829.000000 Penalty: 12662.176758
	Iteration 76Q: 3 clusters Score -5071829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 29281 members 
Entering Unmasked Estep 
Score: -5071833.000000 Penalty: 12662.176758
	Iteration 77Q: 3 clusters Score -5071833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 29284 members 
Entering Unmasked Estep 
Score: -5071833.500000 Penalty: 12662.176758
	Iteration 78Q: 3 clusters Score -5071834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 29289 members 
Entering Unmasked Estep 
Score: -5071835.500000 Penalty: 12662.176758
	Iteration 79Q: 3 clusters Score -5071836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 29291 members 
Entering Unmasked Estep 
Score: -5071839.000000 Penalty: 12662.176758
	Iteration 80F: 3 clusters Score -5071839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 29292 members 
Entering Unmasked Estep 
Score: -5071836.500000 Penalty: 12662.176758
	Iteration 81Q: 3 clusters Score -5071836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 29298 members 
Entering Unmasked Estep 
Score: -5071832.500000 Penalty: 12662.176758
	Iteration 82Q: 3 clusters Score -5071832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 29304 members 
Entering Unmasked Estep 
Score: -5071843.000000 Penalty: 12662.176758
	Iteration 83Q: 3 clusters Score -5071843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 29307 members 
Entering Unmasked Estep 
Score: -5071838.500000 Penalty: 12662.176758
	Iteration 84Q: 3 clusters Score -5071838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 29308 members 
Entering Unmasked Estep 
Score: -5071839.000000 Penalty: 12662.176758
	Iteration 85Q: 3 clusters Score -5071839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 29311 members 
Entering Unmasked Estep 
Score: -5071840.000000 Penalty: 12662.176758
	Iteration 86Q: 3 clusters Score -5071840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 29315 members 
Entering Unmasked Estep 
Score: -5071848.500000 Penalty: 12662.176758
	Iteration 87Q: 3 clusters Score -5071848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 29321 members 
Entering Unmasked Estep 
Score: -5071846.000000 Penalty: 12662.176758
	Iteration 88Q: 3 clusters Score -5071846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 29324 members 
Entering Unmasked Estep 
Score: -5071851.000000 Penalty: 12662.176758
	Iteration 89Q: 3 clusters Score -5071851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 29328 members 
Entering Unmasked Estep 
Score: -5071854.500000 Penalty: 12662.176758
	Iteration 90Q: 3 clusters Score -5071854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 29330 members 
Entering Unmasked Estep 
Score: -5071853.000000 Penalty: 12662.176758
	Iteration 91Q: 3 clusters Score -5071853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 29333 members 
Entering Unmasked Estep 
Score: -5071856.000000 Penalty: 12662.176758
	Iteration 92Q: 3 clusters Score -5071856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 29336 members 
Entering Unmasked Estep 
Score: -5071852.000000 Penalty: 12662.176758
	Iteration 93Q: 3 clusters Score -5071852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 29338 members 
Entering Unmasked Estep 
Score: -5071850.000000 Penalty: 12662.176758
	Iteration 94Q: 3 clusters Score -5071850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 29338 members 
Entering Unmasked Estep 
Score: -5071850.000000 Penalty: 12662.176758
	Iteration 95F: 3 clusters Score -5071850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (68454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68454 members 
Entering Unmasked Estep 
Score: -11787032.000000 Penalty: 6819.523926
	Iteration 0F: 2 clusters Score -1.178703e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33966 members 
Mstep: Class 2 contains 34488 members 
Entering Unmasked Estep 
Score: -11739397.000000 Penalty: 13639.047852
	Iteration 0F: 3 clusters Score -1.17394e+07 nChanged 30745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32371 members 
Mstep: Class 2 contains 36083 members 
Entering Unmasked Estep 
Score: -11756028.000000 Penalty: 13639.047852
	Iteration 1F: 3 clusters Score -1.175603e+07 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31421 members 
Mstep: Class 2 contains 37033 members 
Entering Unmasked Estep 
Score: -11757094.000000 Penalty: 13639.047852
	Iteration 2Q: 3 clusters Score -1.175709e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30202 members 
Mstep: Class 2 contains 38252 members 
Entering Unmasked Estep 
Score: -11758087.000000 Penalty: 13639.047852
	Iteration 3Q: 3 clusters Score -1.175809e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28633 members 
Mstep: Class 2 contains 39821 members 
Entering Unmasked Estep 
Score: -11759086.000000 Penalty: 13639.047852
	Iteration 4Q: 3 clusters Score -1.175909e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 41952 members 
Entering Unmasked Estep 
Score: -11760595.000000 Penalty: 13639.047852
	Iteration 5Q: 3 clusters Score -1.17606e+07 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 44623 members 
Entering Unmasked Estep 
Score: -11762433.000000 Penalty: 13639.047852
	Iteration 6Q: 3 clusters Score -1.176243e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 47963 members 
Entering Unmasked Estep 
Score: -11765070.000000 Penalty: 13639.047852
	Iteration 7F: 3 clusters Score -1.176507e+07 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 51835 members 
Entering Unmasked Estep 
Score: -11768358.000000 Penalty: 13639.047852
	Iteration 8F: 3 clusters Score -1.176836e+07 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 55695 members 
Entering Unmasked Estep 
Score: -11771824.000000 Penalty: 13639.047852
	Iteration 9F: 3 clusters Score -1.177182e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 59009 members 
Entering Unmasked Estep 
Score: -11774889.000000 Penalty: 13639.047852
	Iteration 10F: 3 clusters Score -1.177489e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 61523 members 
Entering Unmasked Estep 
Score: -11777299.000000 Penalty: 13639.047852
	Iteration 11Q: 3 clusters Score -1.17773e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 63091 members 
Entering Unmasked Estep 
Score: -11779141.000000 Penalty: 13639.047852
	Iteration 12Q: 3 clusters Score -1.177914e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 63955 members 
Entering Unmasked Estep 
Score: -11780583.000000 Penalty: 13639.047852
	Iteration 13Q: 3 clusters Score -1.178058e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 64344 members 
Entering Unmasked Estep 
Score: -11781558.000000 Penalty: 13639.047852
	Iteration 14Q: 3 clusters Score -1.178156e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 64428 members 
Entering Unmasked Estep 
Score: -11782121.000000 Penalty: 13639.047852
	Iteration 15Q: 3 clusters Score -1.178212e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 64344 members 
Entering Unmasked Estep 
Score: -11782437.000000 Penalty: 13639.047852
	Iteration 16Q: 3 clusters Score -1.178244e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 64200 members 
Entering Unmasked Estep 
Score: -11782679.000000 Penalty: 13639.047852
	Iteration 17Q: 3 clusters Score -1.178268e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 64050 members 
Entering Unmasked Estep 
Score: -11782836.000000 Penalty: 13639.047852
	Iteration 18Q: 3 clusters Score -1.178284e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 63903 members 
Entering Unmasked Estep 
Score: -11782910.000000 Penalty: 13639.047852
	Iteration 19Q: 3 clusters Score -1.178291e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 63776 members 
Entering Unmasked Estep 
Score: -11782967.000000 Penalty: 13639.047852
	Iteration 20F: 3 clusters Score -1.178297e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 63647 members 
Entering Unmasked Estep 
Score: -11783024.000000 Penalty: 13639.047852
	Iteration 21Q: 3 clusters Score -1.178302e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 63514 members 
Entering Unmasked Estep 
Score: -11783106.000000 Penalty: 13639.047852
	Iteration 22Q: 3 clusters Score -1.178311e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 63381 members 
Entering Unmasked Estep 
Score: -11783168.000000 Penalty: 13639.047852
	Iteration 23Q: 3 clusters Score -1.178317e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 63241 members 
Entering Unmasked Estep 
Score: -11783227.000000 Penalty: 13639.047852
	Iteration 24Q: 3 clusters Score -1.178323e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 63095 members 
Entering Unmasked Estep 
Score: -11783300.000000 Penalty: 13639.047852
	Iteration 25Q: 3 clusters Score -1.17833e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 62959 members 
Entering Unmasked Estep 
Score: -11783370.000000 Penalty: 13639.047852
	Iteration 26Q: 3 clusters Score -1.178337e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 62821 members 
Entering Unmasked Estep 
Score: -11783426.000000 Penalty: 13639.047852
	Iteration 27Q: 3 clusters Score -1.178343e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 62681 members 
Entering Unmasked Estep 
Score: -11783490.000000 Penalty: 13639.047852
	Iteration 28Q: 3 clusters Score -1.178349e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 62533 members 
Entering Unmasked Estep 
Score: -11783573.000000 Penalty: 13639.047852
	Iteration 29Q: 3 clusters Score -1.178357e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 62364 members 
Entering Unmasked Estep 
Score: -11783613.000000 Penalty: 13639.047852
	Iteration 30Q: 3 clusters Score -1.178361e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 62183 members 
Entering Unmasked Estep 
Score: -11783686.000000 Penalty: 13639.047852
	Iteration 31Q: 3 clusters Score -1.178369e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 61992 members 
Entering Unmasked Estep 
Score: -11783769.000000 Penalty: 13639.047852
	Iteration 32Q: 3 clusters Score -1.178377e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 61793 members 
Entering Unmasked Estep 
Score: -11783841.000000 Penalty: 13639.047852
	Iteration 33Q: 3 clusters Score -1.178384e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 61576 members 
Entering Unmasked Estep 
Score: -11783848.000000 Penalty: 13639.047852
	Iteration 34Q: 3 clusters Score -1.178385e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 61365 members 
Entering Unmasked Estep 
Score: -11783905.000000 Penalty: 13639.047852
	Iteration 35Q: 3 clusters Score -1.17839e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 61144 members 
Entering Unmasked Estep 
Score: -11783954.000000 Penalty: 13639.047852
	Iteration 36Q: 3 clusters Score -1.178395e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 60917 members 
Entering Unmasked Estep 
Score: -11784044.000000 Penalty: 13639.047852
	Iteration 37Q: 3 clusters Score -1.178404e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 60669 members 
Entering Unmasked Estep 
Score: -11784145.000000 Penalty: 13639.047852
	Iteration 38Q: 3 clusters Score -1.178414e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 60416 members 
Entering Unmasked Estep 
Score: -11784243.000000 Penalty: 13639.047852
	Iteration 39Q: 3 clusters Score -1.178424e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 60160 members 
Entering Unmasked Estep 
Score: -11784310.000000 Penalty: 13639.047852
	Iteration 40F: 3 clusters Score -1.178431e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 59911 members 
Entering Unmasked Estep 
Score: -11784395.000000 Penalty: 13639.047852
	Iteration 41Q: 3 clusters Score -1.17844e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 59651 members 
Entering Unmasked Estep 
Score: -11784453.000000 Penalty: 13639.047852
	Iteration 42Q: 3 clusters Score -1.178445e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 59410 members 
Entering Unmasked Estep 
Score: -11784522.000000 Penalty: 13639.047852
	Iteration 43Q: 3 clusters Score -1.178452e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 59171 members 
Entering Unmasked Estep 
Score: -11784599.000000 Penalty: 13639.047852
	Iteration 44Q: 3 clusters Score -1.17846e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 58921 members 
Entering Unmasked Estep 
Score: -11784657.000000 Penalty: 13639.047852
	Iteration 45Q: 3 clusters Score -1.178466e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 58676 members 
Entering Unmasked Estep 
Score: -11784708.000000 Penalty: 13639.047852
	Iteration 46Q: 3 clusters Score -1.178471e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 58444 members 
Entering Unmasked Estep 
Score: -11784760.000000 Penalty: 13639.047852
	Iteration 47Q: 3 clusters Score -1.178476e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 58206 members 
Entering Unmasked Estep 
Score: -11784812.000000 Penalty: 13639.047852
	Iteration 48Q: 3 clusters Score -1.178481e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 57968 members 
Entering Unmasked Estep 
Score: -11784879.000000 Penalty: 13639.047852
	Iteration 49Q: 3 clusters Score -1.178488e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 57745 members 
Entering Unmasked Estep 
Score: -11784954.000000 Penalty: 13639.047852
	Iteration 50Q: 3 clusters Score -1.178495e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 57574 members 
Entering Unmasked Estep 
Score: -11784981.000000 Penalty: 13639.047852
	Iteration 51Q: 3 clusters Score -1.178498e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 57411 members 
Entering Unmasked Estep 
Score: -11785011.000000 Penalty: 13639.047852
	Iteration 52Q: 3 clusters Score -1.178501e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 57256 members 
Entering Unmasked Estep 
Score: -11785043.000000 Penalty: 13639.047852
	Iteration 53Q: 3 clusters Score -1.178504e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 57117 members 
Entering Unmasked Estep 
Score: -11785056.000000 Penalty: 13639.047852
	Iteration 54Q: 3 clusters Score -1.178506e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 56988 members 
Entering Unmasked Estep 
Score: -11785047.000000 Penalty: 13639.047852
	Iteration 55Q: 3 clusters Score -1.178505e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 56879 members 
Entering Unmasked Estep 
Score: -11785093.000000 Penalty: 13639.047852
	Iteration 56Q: 3 clusters Score -1.178509e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 56807 members 
Entering Unmasked Estep 
Score: -11785110.000000 Penalty: 13639.047852
	Iteration 57Q: 3 clusters Score -1.178511e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 56752 members 
Entering Unmasked Estep 
Score: -11785114.000000 Penalty: 13639.047852
	Iteration 58Q: 3 clusters Score -1.178511e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 56702 members 
Entering Unmasked Estep 
Score: -11785099.000000 Penalty: 13639.047852
	Iteration 59Q: 3 clusters Score -1.17851e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 56659 members 
Entering Unmasked Estep 
Score: -11785087.000000 Penalty: 13639.047852
	Iteration 60F: 3 clusters Score -1.178509e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 56623 members 
Entering Unmasked Estep 
Score: -11785090.000000 Penalty: 13639.047852
	Iteration 61Q: 3 clusters Score -1.178509e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 56593 members 
Entering Unmasked Estep 
Score: -11785082.000000 Penalty: 13639.047852
	Iteration 62Q: 3 clusters Score -1.178508e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 56563 members 
Entering Unmasked Estep 
Score: -11785085.000000 Penalty: 13639.047852
	Iteration 63Q: 3 clusters Score -1.178508e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 56539 members 
Entering Unmasked Estep 
Score: -11785078.000000 Penalty: 13639.047852
	Iteration 64Q: 3 clusters Score -1.178508e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 56517 members 
Entering Unmasked Estep 
Score: -11785069.000000 Penalty: 13639.047852
	Iteration 65Q: 3 clusters Score -1.178507e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 56504 members 
Entering Unmasked Estep 
Score: -11785060.000000 Penalty: 13639.047852
	Iteration 66Q: 3 clusters Score -1.178506e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 56483 members 
Entering Unmasked Estep 
Score: -11785074.000000 Penalty: 13639.047852
	Iteration 67Q: 3 clusters Score -1.178507e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 56453 members 
Entering Unmasked Estep 
Score: -11785090.000000 Penalty: 13639.047852
	Iteration 68Q: 3 clusters Score -1.178509e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 56424 members 
Entering Unmasked Estep 
Score: -11785100.000000 Penalty: 13639.047852
	Iteration 69Q: 3 clusters Score -1.17851e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 56395 members 
Entering Unmasked Estep 
Score: -11785082.000000 Penalty: 13639.047852
	Iteration 70Q: 3 clusters Score -1.178508e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 56369 members 
Entering Unmasked Estep 
Score: -11785082.000000 Penalty: 13639.047852
	Iteration 71Q: 3 clusters Score -1.178508e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 56349 members 
Entering Unmasked Estep 
Score: -11785096.000000 Penalty: 13639.047852
	Iteration 72Q: 3 clusters Score -1.17851e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 56329 members 
Entering Unmasked Estep 
Score: -11785112.000000 Penalty: 13639.047852
	Iteration 73Q: 3 clusters Score -1.178511e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 56308 members 
Entering Unmasked Estep 
Score: -11785117.000000 Penalty: 13639.047852
	Iteration 74Q: 3 clusters Score -1.178512e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 56292 members 
Entering Unmasked Estep 
Score: -11785121.000000 Penalty: 13639.047852
	Iteration 75Q: 3 clusters Score -1.178512e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 56281 members 
Entering Unmasked Estep 
Score: -11785122.000000 Penalty: 13639.047852
	Iteration 76Q: 3 clusters Score -1.178512e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 56272 members 
Entering Unmasked Estep 
Score: -11785128.000000 Penalty: 13639.047852
	Iteration 77Q: 3 clusters Score -1.178513e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 56265 members 
Entering Unmasked Estep 
Score: -11785138.000000 Penalty: 13639.047852
	Iteration 78Q: 3 clusters Score -1.178514e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 56260 members 
Entering Unmasked Estep 
Score: -11785133.000000 Penalty: 13639.047852
	Iteration 79Q: 3 clusters Score -1.178513e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 56253 members 
Entering Unmasked Estep 
Score: -11785149.000000 Penalty: 13639.047852
	Iteration 80F: 3 clusters Score -1.178515e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 56243 members 
Entering Unmasked Estep 
Score: -11785134.000000 Penalty: 13639.047852
	Iteration 81Q: 3 clusters Score -1.178513e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 56232 members 
Entering Unmasked Estep 
Score: -11785128.000000 Penalty: 13639.047852
	Iteration 82Q: 3 clusters Score -1.178513e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 56222 members 
Entering Unmasked Estep 
Score: -11785129.000000 Penalty: 13639.047852
	Iteration 83Q: 3 clusters Score -1.178513e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 56208 members 
Entering Unmasked Estep 
Score: -11785133.000000 Penalty: 13639.047852
	Iteration 84Q: 3 clusters Score -1.178513e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 56197 members 
Entering Unmasked Estep 
Score: -11785135.000000 Penalty: 13639.047852
	Iteration 85Q: 3 clusters Score -1.178514e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 56179 members 
Entering Unmasked Estep 
Score: -11785127.000000 Penalty: 13639.047852
	Iteration 86Q: 3 clusters Score -1.178513e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 56163 members 
Entering Unmasked Estep 
Score: -11785128.000000 Penalty: 13639.047852
	Iteration 87Q: 3 clusters Score -1.178513e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 56148 members 
Entering Unmasked Estep 
Score: -11785158.000000 Penalty: 13639.047852
	Iteration 88Q: 3 clusters Score -1.178516e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 56140 members 
Entering Unmasked Estep 
Score: -11785153.000000 Penalty: 13639.047852
	Iteration 89Q: 3 clusters Score -1.178515e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 56128 members 
Entering Unmasked Estep 
Score: -11785149.000000 Penalty: 13639.047852
	Iteration 90Q: 3 clusters Score -1.178515e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 56118 members 
Entering Unmasked Estep 
Score: -11785142.000000 Penalty: 13639.047852
	Iteration 91Q: 3 clusters Score -1.178514e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 56109 members 
Entering Unmasked Estep 
Score: -11785134.000000 Penalty: 13639.047852
	Iteration 92Q: 3 clusters Score -1.178513e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 56106 members 
Entering Unmasked Estep 
Score: -11785138.000000 Penalty: 13639.047852
	Iteration 93Q: 3 clusters Score -1.178514e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 56102 members 
Entering Unmasked Estep 
Score: -11785153.000000 Penalty: 13639.047852
	Iteration 94Q: 3 clusters Score -1.178515e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 56099 members 
Entering Unmasked Estep 
Score: -11785155.000000 Penalty: 13639.047852
	Iteration 95Q: 3 clusters Score -1.178516e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 56095 members 
Entering Unmasked Estep 
Score: -11785154.000000 Penalty: 13639.047852
	Iteration 96Q: 3 clusters Score -1.178515e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 56092 members 
Entering Unmasked Estep 
Score: -11785144.000000 Penalty: 13639.047852
	Iteration 97Q: 3 clusters Score -1.178514e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 56084 members 
Entering Unmasked Estep 
Score: -11785141.000000 Penalty: 13639.047852
	Iteration 98Q: 3 clusters Score -1.178514e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 56078 members 
Entering Unmasked Estep 
Score: -11785155.000000 Penalty: 13639.047852
	Iteration 99Q: 3 clusters Score -1.178516e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 56073 members 
Entering Unmasked Estep 
Score: -11785162.000000 Penalty: 13639.047852
	Iteration 100F: 3 clusters Score -1.178516e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 56070 members 
Entering Unmasked Estep 
Score: -11785158.000000 Penalty: 13639.047852
	Iteration 101Q: 3 clusters Score -1.178516e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 56067 members 
Entering Unmasked Estep 
Score: -11785160.000000 Penalty: 13639.047852
	Iteration 102Q: 3 clusters Score -1.178516e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 56066 members 
Entering Unmasked Estep 
Score: -11785167.000000 Penalty: 13639.047852
	Iteration 103Q: 3 clusters Score -1.178517e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 56066 members 
Entering Unmasked Estep 
Score: -11785167.000000 Penalty: 13639.047852
	Iteration 104F: 3 clusters Score -1.178517e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Entering Unmasked Estep 
Score: -61983.660156 Penalty: 3715.491211
	Iteration 0F: 2 clusters Score -61983.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -58928.148438 Penalty: 7430.982422
	Iteration 0F: 3 clusters Score -58928.15 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -59153.761719 Penalty: 7430.982422
	Iteration 1F: 3 clusters Score -59153.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -59202.980469 Penalty: 7430.982422
	Iteration 2Q: 3 clusters Score -59202.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -59228.453125 Penalty: 7430.982422
	Iteration 3Q: 3 clusters Score -59228.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -59255.320312 Penalty: 7430.982422
	Iteration 4Q: 3 clusters Score -59255.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -59303.542969 Penalty: 7430.982422
	Iteration 5Q: 3 clusters Score -59303.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -59308.632812 Penalty: 7430.982422
	Iteration 6Q: 3 clusters Score -59308.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -59314.320312 Penalty: 7430.982422
	Iteration 7Q: 3 clusters Score -59314.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -59314.320312 Penalty: 7430.982422
	Iteration 8F: 3 clusters Score -59314.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Entering Unmasked Estep 
Score: -112498.796875 Penalty: 4034.874512
	Iteration 0F: 2 clusters Score -112498.8 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 351 members 
Entering Unmasked Estep 
Score: -108743.343750 Penalty: 8069.749023
	Iteration 0F: 3 clusters Score -108743.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -108972.460938 Penalty: 8069.749023
	Iteration 1F: 3 clusters Score -108972.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -109047.062500 Penalty: 8069.749023
	Iteration 2Q: 3 clusters Score -109047.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -109095.921875 Penalty: 8069.749023
	Iteration 3Q: 3 clusters Score -109095.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -109113.359375 Penalty: 8069.749023
	Iteration 4Q: 3 clusters Score -109113.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -109121.757812 Penalty: 8069.749023
	Iteration 5Q: 3 clusters Score -109121.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -109121.757812 Penalty: 8069.749023
	Iteration 6F: 3 clusters Score -109121.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Entering Unmasked Estep 
Score: -327534.406250 Penalty: 4643.178711
	Iteration 0F: 2 clusters Score -327534.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -322486.437500 Penalty: 9286.357422
	Iteration 0F: 3 clusters Score -322486.4 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -323060.781250 Penalty: 9286.357422
	Iteration 1F: 3 clusters Score -323060.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -323250.781250 Penalty: 9286.357422
	Iteration 2F: 3 clusters Score -323250.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -323504.562500 Penalty: 9286.357422
	Iteration 3Q: 3 clusters Score -323504.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -323787.343750 Penalty: 9286.357422
	Iteration 4Q: 3 clusters Score -323787.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -323951.843750 Penalty: 9286.357422
	Iteration 5Q: 3 clusters Score -323951.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -324073.031250 Penalty: 9286.357422
	Iteration 6Q: 3 clusters Score -324073 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -324175.750000 Penalty: 9286.357422
	Iteration 7Q: 3 clusters Score -324175.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -324266.843750 Penalty: 9286.357422
	Iteration 8Q: 3 clusters Score -324266.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -324373.875000 Penalty: 9286.357422
	Iteration 9Q: 3 clusters Score -324373.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -324451.250000 Penalty: 9286.357422
	Iteration 10Q: 3 clusters Score -324451.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -324483.562500 Penalty: 9286.357422
	Iteration 11Q: 3 clusters Score -324483.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -324513.250000 Penalty: 9286.357422
	Iteration 12Q: 3 clusters Score -324513.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -324537.906250 Penalty: 9286.357422
	Iteration 13Q: 3 clusters Score -324537.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -324555.718750 Penalty: 9286.357422
	Iteration 14Q: 3 clusters Score -324555.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -324580.281250 Penalty: 9286.357422
	Iteration 15Q: 3 clusters Score -324580.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -324598.218750 Penalty: 9286.357422
	Iteration 16Q: 3 clusters Score -324598.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -324605.562500 Penalty: 9286.357422
	Iteration 17Q: 3 clusters Score -324605.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -324614.281250 Penalty: 9286.357422
	Iteration 18Q: 3 clusters Score -324614.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -324622.625000 Penalty: 9286.357422
	Iteration 19Q: 3 clusters Score -324622.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -324627.531250 Penalty: 9286.357422
	Iteration 20F: 3 clusters Score -324627.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -324628.531250 Penalty: 9286.357422
	Iteration 21Q: 3 clusters Score -324628.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -324631.156250 Penalty: 9286.357422
	Iteration 22Q: 3 clusters Score -324631.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -324632.781250 Penalty: 9286.357422
	Iteration 23Q: 3 clusters Score -324632.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -324633.968750 Penalty: 9286.357422
	Iteration 24Q: 3 clusters Score -324634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -324633.968750 Penalty: 9286.357422
	Iteration 25F: 3 clusters Score -324634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (540924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540924 members 
Entering Unmasked Estep 
Score: -92812336.000000 Penalty: 8085.633789
	Iteration 0F: 2 clusters Score -9.281234e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270088 members 
Mstep: Class 2 contains 270836 members 
Entering Unmasked Estep 
Score: -92487768.000000 Penalty: 16171.267578
	Iteration 0F: 3 clusters Score -9.248777e+07 nChanged 260621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265227 members 
Mstep: Class 2 contains 275697 members 
Entering Unmasked Estep 
Score: -92639312.000000 Penalty: 16171.267578
	Iteration 1F: 3 clusters Score -9.263931e+07 nChanged 11660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262011 members 
Mstep: Class 2 contains 278913 members 
Entering Unmasked Estep 
Score: -92641144.000000 Penalty: 16171.267578
	Iteration 2Q: 3 clusters Score -9.264114e+07 nChanged 11701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257036 members 
Mstep: Class 2 contains 283888 members 
Entering Unmasked Estep 
Score: -92643072.000000 Penalty: 16171.267578
	Iteration 3Q: 3 clusters Score -9.264307e+07 nChanged 12651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249211 members 
Mstep: Class 2 contains 291713 members 
Entering Unmasked Estep 
Score: -92645776.000000 Penalty: 16171.267578
	Iteration 4Q: 3 clusters Score -9.264578e+07 nChanged 15158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237203 members 
Mstep: Class 2 contains 303721 members 
Entering Unmasked Estep 
Score: -92649264.000000 Penalty: 16171.267578
	Iteration 5Q: 3 clusters Score -9.264926e+07 nChanged 20245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218632 members 
Mstep: Class 2 contains 322292 members 
Entering Unmasked Estep 
Score: -92656872.000000 Penalty: 16171.267578
	Iteration 6Q: 3 clusters Score -9.265687e+07 nChanged 28735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190597 members 
Mstep: Class 2 contains 350327 members 
Entering Unmasked Estep 
Score: -92671504.000000 Penalty: 16171.267578
	Iteration 7F: 3 clusters Score -9.26715e+07 nChanged 39915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150878 members 
Mstep: Class 2 contains 390046 members 
Entering Unmasked Estep 
Score: -92700736.000000 Penalty: 16171.267578
	Iteration 8F: 3 clusters Score -9.270074e+07 nChanged 49969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100969 members 
Mstep: Class 2 contains 439955 members 
Entering Unmasked Estep 
Score: -92743832.000000 Penalty: 16171.267578
	Iteration 9F: 3 clusters Score -9.274383e+07 nChanged 48762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52217 members 
Mstep: Class 2 contains 488707 members 
Entering Unmasked Estep 
Score: -92780896.000000 Penalty: 16171.267578
	Iteration 10F: 3 clusters Score -9.27809e+07 nChanged 31703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 520394 members 
Entering Unmasked Estep 
Score: -92797504.000000 Penalty: 16171.267578
	Iteration 11F: 3 clusters Score -9.27975e+07 nChanged 13420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 533810 members 
Entering Unmasked Estep 
Score: -92803440.000000 Penalty: 16171.267578
	Iteration 12Q: 3 clusters Score -9.280344e+07 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 537901 members 
Entering Unmasked Estep 
Score: -92804824.000000 Penalty: 16171.267578
	Iteration 13Q: 3 clusters Score -9.280482e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 539088 members 
Entering Unmasked Estep 
Score: -92805360.000000 Penalty: 16171.267578
	Iteration 14Q: 3 clusters Score -9.280536e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 539500 members 
Entering Unmasked Estep 
Score: -92805856.000000 Penalty: 16171.267578
	Iteration 15Q: 3 clusters Score -9.280586e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 539653 members 
Entering Unmasked Estep 
Score: -92805968.000000 Penalty: 16171.267578
	Iteration 16Q: 3 clusters Score -9.280597e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 539715 members 
Entering Unmasked Estep 
Score: -92806152.000000 Penalty: 16171.267578
	Iteration 17Q: 3 clusters Score -9.280615e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 539725 members 
Entering Unmasked Estep 
Score: -92806280.000000 Penalty: 16171.267578
	Iteration 18Q: 3 clusters Score -9.280628e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 539727 members 
Entering Unmasked Estep 
Score: -92806328.000000 Penalty: 16171.267578
	Iteration 19Q: 3 clusters Score -9.280633e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 539712 members 
Entering Unmasked Estep 
Score: -92806464.000000 Penalty: 16171.267578
	Iteration 20F: 3 clusters Score -9.280646e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 539709 members 
Entering Unmasked Estep 
Score: -92806464.000000 Penalty: 16171.267578
	Iteration 21Q: 3 clusters Score -9.280646e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 539702 members 
Entering Unmasked Estep 
Score: -92806584.000000 Penalty: 16171.267578
	Iteration 22Q: 3 clusters Score -9.280658e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 539692 members 
Entering Unmasked Estep 
Score: -92806640.000000 Penalty: 16171.267578
	Iteration 23Q: 3 clusters Score -9.280664e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 539690 members 
Entering Unmasked Estep 
Score: -92806664.000000 Penalty: 16171.267578
	Iteration 24Q: 3 clusters Score -9.280666e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 539681 members 
Entering Unmasked Estep 
Score: -92806656.000000 Penalty: 16171.267578
	Iteration 25Q: 3 clusters Score -9.280666e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 539673 members 
Entering Unmasked Estep 
Score: -92806664.000000 Penalty: 16171.267578
	Iteration 26Q: 3 clusters Score -9.280666e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 539666 members 
Entering Unmasked Estep 
Score: -92806688.000000 Penalty: 16171.267578
	Iteration 27Q: 3 clusters Score -9.280669e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 539655 members 
Entering Unmasked Estep 
Score: -92806680.000000 Penalty: 16171.267578
	Iteration 28Q: 3 clusters Score -9.280668e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 539645 members 
Entering Unmasked Estep 
Score: -92806752.000000 Penalty: 16171.267578
	Iteration 29Q: 3 clusters Score -9.280675e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 539635 members 
Entering Unmasked Estep 
Score: -92806768.000000 Penalty: 16171.267578
	Iteration 30Q: 3 clusters Score -9.280677e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 539631 members 
Entering Unmasked Estep 
Score: -92806744.000000 Penalty: 16171.267578
	Iteration 31Q: 3 clusters Score -9.280674e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 539624 members 
Entering Unmasked Estep 
Score: -92806848.000000 Penalty: 16171.267578
	Iteration 32Q: 3 clusters Score -9.280685e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 539623 members 
Entering Unmasked Estep 
Score: -92806896.000000 Penalty: 16171.267578
	Iteration 33Q: 3 clusters Score -9.28069e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 539624 members 
Entering Unmasked Estep 
Score: -92806968.000000 Penalty: 16171.267578
	Iteration 34Q: 3 clusters Score -9.280697e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 539624 members 
Entering Unmasked Estep 
Score: -92806928.000000 Penalty: 16171.267578
	Iteration 35Q: 3 clusters Score -9.280693e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 539625 members 
Entering Unmasked Estep 
Score: -92806968.000000 Penalty: 16171.267578
	Iteration 36Q: 3 clusters Score -9.280697e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 539626 members 
Entering Unmasked Estep 
Score: -92806904.000000 Penalty: 16171.267578
	Iteration 37Q: 3 clusters Score -9.28069e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 539623 members 
Entering Unmasked Estep 
Score: -92806976.000000 Penalty: 16171.267578
	Iteration 38Q: 3 clusters Score -9.280698e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 539621 members 
Entering Unmasked Estep 
Score: -92807024.000000 Penalty: 16171.267578
	Iteration 39Q: 3 clusters Score -9.280702e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 539619 members 
Entering Unmasked Estep 
Score: -92806992.000000 Penalty: 16171.267578
	Iteration 40F: 3 clusters Score -9.280699e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 539615 members 
Entering Unmasked Estep 
Score: -92807096.000000 Penalty: 16171.267578
	Iteration 41Q: 3 clusters Score -9.28071e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 539611 members 
Entering Unmasked Estep 
Score: -92807064.000000 Penalty: 16171.267578
	Iteration 42Q: 3 clusters Score -9.280706e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 539607 members 
Entering Unmasked Estep 
Score: -92807048.000000 Penalty: 16171.267578
	Iteration 43Q: 3 clusters Score -9.280705e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 539599 members 
Entering Unmasked Estep 
Score: -92807024.000000 Penalty: 16171.267578
	Iteration 44Q: 3 clusters Score -9.280702e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 539590 members 
Entering Unmasked Estep 
Score: -92807096.000000 Penalty: 16171.267578
	Iteration 45Q: 3 clusters Score -9.28071e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 539589 members 
Entering Unmasked Estep 
Score: -92807064.000000 Penalty: 16171.267578
	Iteration 46Q: 3 clusters Score -9.280706e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 539585 members 
Entering Unmasked Estep 
Score: -92807072.000000 Penalty: 16171.267578
	Iteration 47Q: 3 clusters Score -9.280707e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 539582 members 
Entering Unmasked Estep 
Score: -92807120.000000 Penalty: 16171.267578
	Iteration 48Q: 3 clusters Score -9.280712e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 539573 members 
Entering Unmasked Estep 
Score: -92807104.000000 Penalty: 16171.267578
	Iteration 49Q: 3 clusters Score -9.28071e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 539571 members 
Entering Unmasked Estep 
Score: -92807088.000000 Penalty: 16171.267578
	Iteration 50Q: 3 clusters Score -9.280709e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 539569 members 
Entering Unmasked Estep 
Score: -92807088.000000 Penalty: 16171.267578
	Iteration 51Q: 3 clusters Score -9.280709e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 539568 members 
Entering Unmasked Estep 
Score: -92807096.000000 Penalty: 16171.267578
	Iteration 52Q: 3 clusters Score -9.28071e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 539563 members 
Entering Unmasked Estep 
Score: -92807128.000000 Penalty: 16171.267578
	Iteration 53Q: 3 clusters Score -9.280713e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 539561 members 
Entering Unmasked Estep 
Score: -92807088.000000 Penalty: 16171.267578
	Iteration 54Q: 3 clusters Score -9.280709e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 539554 members 
Entering Unmasked Estep 
Score: -92807152.000000 Penalty: 16171.267578
	Iteration 55Q: 3 clusters Score -9.280715e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 539548 members 
Entering Unmasked Estep 
Score: -92807160.000000 Penalty: 16171.267578
	Iteration 56Q: 3 clusters Score -9.280716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 539547 members 
Entering Unmasked Estep 
Score: -92807168.000000 Penalty: 16171.267578
	Iteration 57Q: 3 clusters Score -9.280717e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 539546 members 
Entering Unmasked Estep 
Score: -92807128.000000 Penalty: 16171.267578
	Iteration 58Q: 3 clusters Score -9.280713e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 539545 members 
Entering Unmasked Estep 
Score: -92807176.000000 Penalty: 16171.267578
	Iteration 59Q: 3 clusters Score -9.280718e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 539544 members 
Entering Unmasked Estep 
Score: -92807176.000000 Penalty: 16171.267578
	Iteration 60F: 3 clusters Score -9.280718e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 539541 members 
Entering Unmasked Estep 
Score: -92807168.000000 Penalty: 16171.267578
	Iteration 61Q: 3 clusters Score -9.280717e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 539537 members 
Entering Unmasked Estep 
Score: -92807104.000000 Penalty: 16171.267578
	Iteration 62Q: 3 clusters Score -9.28071e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 539536 members 
Entering Unmasked Estep 
Score: -92807120.000000 Penalty: 16171.267578
	Iteration 63Q: 3 clusters Score -9.280712e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 539536 members 
Entering Unmasked Estep 
Score: -92807120.000000 Penalty: 16171.267578
	Iteration 64F: 3 clusters Score -9.280712e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 95880 members 
Mstep: Class 3 contains 47003 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55271 members 
Mstep: Class 7 contains 320795 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130845 members 
Mstep: Class 12 contains 10460 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39275 members 
Mstep: Class 15 contains 30837 members 
Mstep: Class 16 contains 68454 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 540924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304784.000000 Penalty: 173134.625000
Iteration 199Q: 21 clusters Score -2.333048e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 95880 members 
Mstep: Class 3 contains 47003 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55271 members 
Mstep: Class 7 contains 320813 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130845 members 
Mstep: Class 12 contains 10460 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39275 members 
Mstep: Class 15 contains 30837 members 
Mstep: Class 16 contains 68455 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 540905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304800.000000 Penalty: 173134.625000
Iteration 200F: 21 clusters Score -2.333048e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 95882 members 
Mstep: Class 3 contains 47004 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55270 members 
Mstep: Class 7 contains 320827 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130842 members 
Mstep: Class 12 contains 10460 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39276 members 
Mstep: Class 15 contains 30836 members 
Mstep: Class 16 contains 68454 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 540893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304992.000000 Penalty: 173134.625000
Iteration 201Q: 21 clusters Score -2.33305e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 95884 members 
Mstep: Class 3 contains 47004 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55270 members 
Mstep: Class 7 contains 320838 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130844 members 
Mstep: Class 12 contains 10460 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39276 members 
Mstep: Class 15 contains 30836 members 
Mstep: Class 16 contains 68453 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 540879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304944.000000 Penalty: 173134.625000
Iteration 202Q: 21 clusters Score -2.333049e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 95883 members 
Mstep: Class 3 contains 47004 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55270 members 
Mstep: Class 7 contains 320845 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130846 members 
Mstep: Class 12 contains 10460 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39275 members 
Mstep: Class 15 contains 30837 members 
Mstep: Class 16 contains 68452 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 540872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233305040.000000 Penalty: 173134.625000
Iteration 203Q: 21 clusters Score -2.33305e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 95882 members 
Mstep: Class 3 contains 47004 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55270 members 
Mstep: Class 7 contains 320860 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130846 members 
Mstep: Class 12 contains 10460 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39274 members 
Mstep: Class 15 contains 30835 members 
Mstep: Class 16 contains 68449 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 540864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304944.000000 Penalty: 173134.625000
Iteration 204Q: 21 clusters Score -2.333049e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 95881 members 
Mstep: Class 3 contains 47006 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55270 members 
Mstep: Class 7 contains 320874 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130847 members 
Mstep: Class 12 contains 10460 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39274 members 
Mstep: Class 15 contains 30835 members 
Mstep: Class 16 contains 68448 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 540849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304896.000000 Penalty: 173134.625000
Iteration 205Q: 21 clusters Score -2.333049e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 95882 members 
Mstep: Class 3 contains 47006 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55268 members 
Mstep: Class 7 contains 320891 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130844 members 
Mstep: Class 12 contains 10460 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39273 members 
Mstep: Class 15 contains 30834 members 
Mstep: Class 16 contains 68449 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 540837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304960.000000 Penalty: 173134.625000
Iteration 206Q: 21 clusters Score -2.33305e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 95880 members 
Mstep: Class 3 contains 47006 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55268 members 
Mstep: Class 7 contains 320911 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130841 members 
Mstep: Class 12 contains 10460 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39273 members 
Mstep: Class 15 contains 30835 members 
Mstep: Class 16 contains 68449 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 540821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304944.000000 Penalty: 173134.625000
Iteration 207Q: 21 clusters Score -2.333049e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 95877 members 
Mstep: Class 3 contains 47006 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55267 members 
Mstep: Class 7 contains 320937 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130842 members 
Mstep: Class 12 contains 10460 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39272 members 
Mstep: Class 15 contains 30834 members 
Mstep: Class 16 contains 68447 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 540802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304848.000000 Penalty: 173134.625000
Iteration 208Q: 21 clusters Score -2.333048e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 95877 members 
Mstep: Class 3 contains 47007 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55268 members 
Mstep: Class 7 contains 320954 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130842 members 
Mstep: Class 12 contains 10460 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39271 members 
Mstep: Class 15 contains 30834 members 
Mstep: Class 16 contains 68445 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 540786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304896.000000 Penalty: 173134.625000
Iteration 209Q: 21 clusters Score -2.333049e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 95876 members 
Mstep: Class 3 contains 47007 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55268 members 
Mstep: Class 7 contains 320967 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130843 members 
Mstep: Class 12 contains 10460 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39270 members 
Mstep: Class 15 contains 30835 members 
Mstep: Class 16 contains 68443 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 540775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304912.000000 Penalty: 173134.625000
Iteration 210Q: 21 clusters Score -2.333049e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 95876 members 
Mstep: Class 3 contains 47007 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55267 members 
Mstep: Class 7 contains 320974 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130846 members 
Mstep: Class 12 contains 10460 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39269 members 
Mstep: Class 15 contains 30833 members 
Mstep: Class 16 contains 68440 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 540772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304880.000000 Penalty: 173134.625000
Iteration 211Q: 21 clusters Score -2.333049e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 95872 members 
Mstep: Class 3 contains 47007 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55265 members 
Mstep: Class 7 contains 320991 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130849 members 
Mstep: Class 12 contains 10460 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39269 members 
Mstep: Class 15 contains 30832 members 
Mstep: Class 16 contains 68439 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 540760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304960.000000 Penalty: 173134.625000
Iteration 212Q: 21 clusters Score -2.33305e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 95868 members 
Mstep: Class 3 contains 47006 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55265 members 
Mstep: Class 7 contains 321005 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130852 members 
Mstep: Class 12 contains 10460 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39268 members 
Mstep: Class 15 contains 30833 members 
Mstep: Class 16 contains 68438 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 540749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304992.000000 Penalty: 173134.625000
Iteration 213Q: 21 clusters Score -2.33305e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 95869 members 
Mstep: Class 3 contains 47006 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55265 members 
Mstep: Class 7 contains 321024 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130852 members 
Mstep: Class 12 contains 10460 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39268 members 
Mstep: Class 15 contains 30833 members 
Mstep: Class 16 contains 68435 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 540732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233305040.000000 Penalty: 173134.625000
Iteration 214Q: 21 clusters Score -2.33305e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 95867 members 
Mstep: Class 3 contains 47006 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55265 members 
Mstep: Class 7 contains 321041 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130853 members 
Mstep: Class 12 contains 10460 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39267 members 
Mstep: Class 15 contains 30833 members 
Mstep: Class 16 contains 68434 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 540718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304976.000000 Penalty: 173134.625000
Iteration 215Q: 21 clusters Score -2.33305e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 95865 members 
Mstep: Class 3 contains 47005 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55266 members 
Mstep: Class 7 contains 321052 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130854 members 
Mstep: Class 12 contains 10460 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39267 members 
Mstep: Class 15 contains 30833 members 
Mstep: Class 16 contains 68433 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 540709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233305024.000000 Penalty: 173134.625000
Iteration 216Q: 21 clusters Score -2.33305e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 95865 members 
Mstep: Class 3 contains 47004 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55269 members 
Mstep: Class 7 contains 321058 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130856 members 
Mstep: Class 12 contains 10460 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39268 members 
Mstep: Class 15 contains 30833 members 
Mstep: Class 16 contains 68432 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 540699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233305056.000000 Penalty: 173134.625000
Iteration 217Q: 21 clusters Score -2.333051e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 95865 members 
Mstep: Class 3 contains 47005 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55270 members 
Mstep: Class 7 contains 321068 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130858 members 
Mstep: Class 12 contains 10460 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39269 members 
Mstep: Class 15 contains 30833 members 
Mstep: Class 16 contains 68432 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 540684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233305168.000000 Penalty: 173134.625000
Iteration 218Q: 21 clusters Score -2.333052e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 95865 members 
Mstep: Class 3 contains 47007 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55272 members 
Mstep: Class 7 contains 321072 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130859 members 
Mstep: Class 12 contains 10460 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39269 members 
Mstep: Class 15 contains 30832 members 
Mstep: Class 16 contains 68431 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 540677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233305152.000000 Penalty: 173134.625000
Iteration 219Q: 21 clusters Score -2.333052e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 95864 members 
Mstep: Class 3 contains 47007 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55272 members 
Mstep: Class 7 contains 321085 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130861 members 
Mstep: Class 12 contains 10460 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39269 members 
Mstep: Class 15 contains 30832 members 
Mstep: Class 16 contains 68425 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 540669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233305184.000000 Penalty: 173134.625000
Iteration 220F: 21 clusters Score -2.333052e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 95865 members 
Mstep: Class 3 contains 47008 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55273 members 
Mstep: Class 7 contains 321092 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130861 members 
Mstep: Class 12 contains 10460 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39269 members 
Mstep: Class 15 contains 30833 members 
Mstep: Class 16 contains 68423 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 540660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233305216.000000 Penalty: 173134.625000
Iteration 221Q: 21 clusters Score -2.333052e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 95865 members 
Mstep: Class 3 contains 47008 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55274 members 
Mstep: Class 7 contains 321094 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130861 members 
Mstep: Class 12 contains 10460 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39268 members 
Mstep: Class 15 contains 30833 members 
Mstep: Class 16 contains 68420 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 540661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233305232.000000 Penalty: 173134.625000
Iteration 222Q: 21 clusters Score -2.333052e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 95865 members 
Mstep: Class 3 contains 47008 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55277 members 
Mstep: Class 7 contains 321105 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130863 members 
Mstep: Class 12 contains 10460 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39268 members 
Mstep: Class 15 contains 30832 members 
Mstep: Class 16 contains 68414 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 540652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233305264.000000 Penalty: 173134.625000
Iteration 223Q: 21 clusters Score -2.333053e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 95865 members 
Mstep: Class 3 contains 47008 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55279 members 
Mstep: Class 7 contains 321114 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130863 members 
Mstep: Class 12 contains 10460 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39268 members 
Mstep: Class 15 contains 30832 members 
Mstep: Class 16 contains 68412 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 540643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233305248.000000 Penalty: 173134.625000
Iteration 224Q: 21 clusters Score -2.333052e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 95865 members 
Mstep: Class 3 contains 47009 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55281 members 
Mstep: Class 7 contains 321118 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130864 members 
Mstep: Class 12 contains 10460 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39268 members 
Mstep: Class 15 contains 30832 members 
Mstep: Class 16 contains 68409 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 540638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233305200.000000 Penalty: 173134.625000
Iteration 225Q: 21 clusters Score -2.333052e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 95865 members 
Mstep: Class 3 contains 47008 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55284 members 
Mstep: Class 7 contains 321120 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130865 members 
Mstep: Class 12 contains 10460 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39267 members 
Mstep: Class 15 contains 30832 members 
Mstep: Class 16 contains 68407 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 540636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233305312.000000 Penalty: 173134.625000
Iteration 226Q: 21 clusters Score -2.333053e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 95867 members 
Mstep: Class 3 contains 47008 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55285 members 
Mstep: Class 7 contains 321127 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130865 members 
Mstep: Class 12 contains 10460 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39266 members 
Mstep: Class 15 contains 30832 members 
Mstep: Class 16 contains 68406 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 540628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233305376.000000 Penalty: 173134.625000
Iteration 227Q: 21 clusters Score -2.333054e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 95869 members 
Mstep: Class 3 contains 47008 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55285 members 
Mstep: Class 7 contains 321131 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 130865 members 
Mstep: Class 12 contains 10460 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39265 members 
Mstep: Class 15 contains 30832 members 
Mstep: Class 16 contains 68404 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 540625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233305264.000000 Penalty: 173134.625000
Iteration 228Q: 21 clusters Score -2.333053e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 95868 members 
Mstep: Class 3 contains 47008 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55284 members 
Mstep: Class 7 contains 321136 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 130864 members 
Mstep: Class 12 contains 10460 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39265 members 
Mstep: Class 15 contains 30832 members 
Mstep: Class 16 contains 68404 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 540624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233305280.000000 Penalty: 173134.625000
Iteration 229Q: 21 clusters Score -2.333053e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 95868 members 
Mstep: Class 3 contains 47008 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55282 members 
Mstep: Class 7 contains 321138 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 130865 members 
Mstep: Class 12 contains 10460 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39265 members 
Mstep: Class 15 contains 30832 members 
Mstep: Class 16 contains 68405 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 540622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233305232.000000 Penalty: 173134.625000
Iteration 230Q: 21 clusters Score -2.333052e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 95867 members 
Mstep: Class 3 contains 47008 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55282 members 
Mstep: Class 7 contains 321138 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 130865 members 
Mstep: Class 12 contains 10460 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39265 members 
Mstep: Class 15 contains 30832 members 
Mstep: Class 16 contains 68404 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 540624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233305296.000000 Penalty: 173134.625000
Iteration 231Q: 21 clusters Score -2.333053e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 95867 members 
Mstep: Class 3 contains 47008 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55282 members 
Mstep: Class 7 contains 321139 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 130865 members 
Mstep: Class 12 contains 10460 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39265 members 
Mstep: Class 15 contains 30832 members 
Mstep: Class 16 contains 68404 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 540623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233305328.000000 Penalty: 173134.625000
Iteration 232Q: 21 clusters Score -2.333053e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 95867 members 
Mstep: Class 3 contains 47008 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55282 members 
Mstep: Class 7 contains 321142 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 130865 members 
Mstep: Class 12 contains 10460 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39265 members 
Mstep: Class 15 contains 30832 members 
Mstep: Class 16 contains 68404 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 540620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233305232.000000 Penalty: 173134.625000
Iteration 233Q: 21 clusters Score -2.333052e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 95867 members 
Mstep: Class 3 contains 47008 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55282 members 
Mstep: Class 7 contains 321144 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 130865 members 
Mstep: Class 12 contains 10460 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39265 members 
Mstep: Class 15 contains 30832 members 
Mstep: Class 16 contains 68404 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 540618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233305280.000000 Penalty: 173134.625000
Iteration 234Q: 21 clusters Score -2.333053e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 95867 members 
Mstep: Class 3 contains 47008 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55282 members 
Mstep: Class 7 contains 321146 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 130864 members 
Mstep: Class 12 contains 10460 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39264 members 
Mstep: Class 15 contains 30832 members 
Mstep: Class 16 contains 68404 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 540618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233305232.000000 Penalty: 173134.625000
Iteration 235Q: 21 clusters Score -2.333052e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 95867 members 
Mstep: Class 3 contains 47008 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55282 members 
Mstep: Class 7 contains 321146 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 130865 members 
Mstep: Class 12 contains 10460 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39263 members 
Mstep: Class 15 contains 30832 members 
Mstep: Class 16 contains 68404 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 540618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233305232.000000 Penalty: 173134.625000
Iteration 236Q: 21 clusters Score -2.333052e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 95867 members 
Mstep: Class 3 contains 47008 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55282 members 
Mstep: Class 7 contains 321145 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 130866 members 
Mstep: Class 12 contains 10460 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39263 members 
Mstep: Class 15 contains 30832 members 
Mstep: Class 16 contains 68404 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 540618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233305232.000000 Penalty: 173134.625000
Iteration 237Q: 21 clusters Score -2.333052e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 95867 members 
Mstep: Class 3 contains 47008 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55282 members 
Mstep: Class 7 contains 321147 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 130867 members 
Mstep: Class 12 contains 10460 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39263 members 
Mstep: Class 15 contains 30832 members 
Mstep: Class 16 contains 68404 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 540615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233305200.000000 Penalty: 173134.625000
Iteration 238Q: 21 clusters Score -2.333052e+08 nChanged 3
Entering ConstructFrom: 
Score: -233305200.000000 Penalty: 173134.625000
Entering ConstructFrom: 
Trying to split cluster 1 (3834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Entering Unmasked Estep 
Score: -594236.312500 Penalty: 5054.144531
	Iteration 0F: 2 clusters Score -594236.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -588181.500000 Penalty: 10108.289062
	Iteration 0F: 3 clusters Score -588181.5 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -590421.937500 Penalty: 10108.289062
	Iteration 1F: 3 clusters Score -590421.9 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -591732.500000 Penalty: 10108.289062
	Iteration 2F: 3 clusters Score -591732.5 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -593007.625000 Penalty: 10108.289062
	Iteration 3F: 3 clusters Score -593007.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -594322.812500 Penalty: 10108.289062
	Iteration 4F: 3 clusters Score -594322.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -595418.312500 Penalty: 10108.289062
	Iteration 5F: 3 clusters Score -595418.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -596118.437500 Penalty: 10108.289062
	Iteration 6Q: 3 clusters Score -596118.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -596318.437500 Penalty: 10108.289062
	Iteration 7Q: 3 clusters Score -596318.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -596395.312500 Penalty: 10108.289062
	Iteration 8Q: 3 clusters Score -596395.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -596424.250000 Penalty: 10108.289062
	Iteration 9Q: 3 clusters Score -596424.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -596430.812500 Penalty: 10108.289062
	Iteration 10Q: 3 clusters Score -596430.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -596435.625000 Penalty: 10108.289062
	Iteration 11Q: 3 clusters Score -596435.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -596440.812500 Penalty: 10108.289062
	Iteration 12Q: 3 clusters Score -596440.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -596443.937500 Penalty: 10108.289062
	Iteration 13Q: 3 clusters Score -596443.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -596444.125000 Penalty: 10108.289062
	Iteration 14F: 3 clusters Score -596444.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -596446.125000 Penalty: 10108.289062
	Iteration 15Q: 3 clusters Score -596446.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -596446.125000 Penalty: 10108.289062
	Iteration 16F: 3 clusters Score -596446.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 95867 members 
Mstep: Class 3 contains 47008 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55282 members 
Mstep: Class 7 contains 321148 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 130868 members 
Mstep: Class 12 contains 10460 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39263 members 
Mstep: Class 15 contains 30832 members 
Mstep: Class 16 contains 68404 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 540613 members 
Mstep: Class 21 contains 3209 members 
Entering Unmasked Estep 
Score: -233303920.000000 Penalty: 181791.359375
Splitting cluster 1 changes total score from -233305200.000000 to -233303920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (95867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95867 members 
Entering Unmasked Estep 
Score: -16177850.000000 Penalty: 7025.814453
	Iteration 0F: 2 clusters Score -1.617785e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47917 members 
Mstep: Class 2 contains 47950 members 
Entering Unmasked Estep 
Score: -16111920.000000 Penalty: 14051.628906
	Iteration 0F: 3 clusters Score -1.611192e+07 nChanged 43997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47904 members 
Mstep: Class 2 contains 47963 members 
Entering Unmasked Estep 
Score: -16136030.000000 Penalty: 14051.628906
	Iteration 1F: 3 clusters Score -1.613603e+07 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47807 members 
Mstep: Class 2 contains 48060 members 
Entering Unmasked Estep 
Score: -16136989.000000 Penalty: 14051.628906
	Iteration 2Q: 3 clusters Score -1.613699e+07 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47614 members 
Mstep: Class 2 contains 48253 members 
Entering Unmasked Estep 
Score: -16137764.000000 Penalty: 14051.628906
	Iteration 3Q: 3 clusters Score -1.613776e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47371 members 
Mstep: Class 2 contains 48496 members 
Entering Unmasked Estep 
Score: -16138462.000000 Penalty: 14051.628906
	Iteration 4Q: 3 clusters Score -1.613846e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47043 members 
Mstep: Class 2 contains 48824 members 
Entering Unmasked Estep 
Score: -16139034.000000 Penalty: 14051.628906
	Iteration 5Q: 3 clusters Score -1.613903e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46583 members 
Mstep: Class 2 contains 49284 members 
Entering Unmasked Estep 
Score: -16139494.000000 Penalty: 14051.628906
	Iteration 6Q: 3 clusters Score -1.613949e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45973 members 
Mstep: Class 2 contains 49894 members 
Entering Unmasked Estep 
Score: -16140010.000000 Penalty: 14051.628906
	Iteration 7Q: 3 clusters Score -1.614001e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45062 members 
Mstep: Class 2 contains 50805 members 
Entering Unmasked Estep 
Score: -16140525.000000 Penalty: 14051.628906
	Iteration 8Q: 3 clusters Score -1.614052e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43850 members 
Mstep: Class 2 contains 52017 members 
Entering Unmasked Estep 
Score: -16141028.000000 Penalty: 14051.628906
	Iteration 9Q: 3 clusters Score -1.614103e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42216 members 
Mstep: Class 2 contains 53651 members 
Entering Unmasked Estep 
Score: -16141732.000000 Penalty: 14051.628906
	Iteration 10Q: 3 clusters Score -1.614173e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39944 members 
Mstep: Class 2 contains 55923 members 
Entering Unmasked Estep 
Score: -16142548.000000 Penalty: 14051.628906
	Iteration 11Q: 3 clusters Score -1.614255e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36981 members 
Mstep: Class 2 contains 58886 members 
Entering Unmasked Estep 
Score: -16143823.000000 Penalty: 14051.628906
	Iteration 12Q: 3 clusters Score -1.614382e+07 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33071 members 
Mstep: Class 2 contains 62796 members 
Entering Unmasked Estep 
Score: -16145832.000000 Penalty: 14051.628906
	Iteration 13Q: 3 clusters Score -1.614583e+07 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28054 members 
Mstep: Class 2 contains 67813 members 
Entering Unmasked Estep 
Score: -16148850.000000 Penalty: 14051.628906
	Iteration 14F: 3 clusters Score -1.614885e+07 nChanged 6135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 73838 members 
Entering Unmasked Estep 
Score: -16153311.000000 Penalty: 14051.628906
	Iteration 15F: 3 clusters Score -1.615331e+07 nChanged 6454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 80214 members 
Entering Unmasked Estep 
Score: -16158623.000000 Penalty: 14051.628906
	Iteration 16F: 3 clusters Score -1.615862e+07 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 86095 members 
Entering Unmasked Estep 
Score: -16164173.000000 Penalty: 14051.628906
	Iteration 17F: 3 clusters Score -1.616417e+07 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 90350 members 
Entering Unmasked Estep 
Score: -16168238.000000 Penalty: 14051.628906
	Iteration 18Q: 3 clusters Score -1.616824e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 92721 members 
Entering Unmasked Estep 
Score: -16170293.000000 Penalty: 14051.628906
	Iteration 19Q: 3 clusters Score -1.617029e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 93827 members 
Entering Unmasked Estep 
Score: -16171238.000000 Penalty: 14051.628906
	Iteration 20F: 3 clusters Score -1.617124e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 94293 members 
Entering Unmasked Estep 
Score: -16171670.000000 Penalty: 14051.628906
	Iteration 21Q: 3 clusters Score -1.617167e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 94524 members 
Entering Unmasked Estep 
Score: -16171919.000000 Penalty: 14051.628906
	Iteration 22Q: 3 clusters Score -1.617192e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 94653 members 
Entering Unmasked Estep 
Score: -16172078.000000 Penalty: 14051.628906
	Iteration 23Q: 3 clusters Score -1.617208e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 94735 members 
Entering Unmasked Estep 
Score: -16172157.000000 Penalty: 14051.628906
	Iteration 24Q: 3 clusters Score -1.617216e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 94792 members 
Entering Unmasked Estep 
Score: -16172243.000000 Penalty: 14051.628906
	Iteration 25Q: 3 clusters Score -1.617224e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 94822 members 
Entering Unmasked Estep 
Score: -16172283.000000 Penalty: 14051.628906
	Iteration 26Q: 3 clusters Score -1.617228e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 94846 members 
Entering Unmasked Estep 
Score: -16172315.000000 Penalty: 14051.628906
	Iteration 27Q: 3 clusters Score -1.617232e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 94862 members 
Entering Unmasked Estep 
Score: -16172313.000000 Penalty: 14051.628906
	Iteration 28Q: 3 clusters Score -1.617231e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 94872 members 
Entering Unmasked Estep 
Score: -16172322.000000 Penalty: 14051.628906
	Iteration 29Q: 3 clusters Score -1.617232e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 94878 members 
Entering Unmasked Estep 
Score: -16172327.000000 Penalty: 14051.628906
	Iteration 30Q: 3 clusters Score -1.617233e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 94877 members 
Entering Unmasked Estep 
Score: -16172335.000000 Penalty: 14051.628906
	Iteration 31Q: 3 clusters Score -1.617234e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 94883 members 
Entering Unmasked Estep 
Score: -16172338.000000 Penalty: 14051.628906
	Iteration 32Q: 3 clusters Score -1.617234e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 94885 members 
Entering Unmasked Estep 
Score: -16172352.000000 Penalty: 14051.628906
	Iteration 33Q: 3 clusters Score -1.617235e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 94888 members 
Entering Unmasked Estep 
Score: -16172354.000000 Penalty: 14051.628906
	Iteration 34Q: 3 clusters Score -1.617235e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 94891 members 
Entering Unmasked Estep 
Score: -16172358.000000 Penalty: 14051.628906
	Iteration 35Q: 3 clusters Score -1.617236e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 94894 members 
Entering Unmasked Estep 
Score: -16172337.000000 Penalty: 14051.628906
	Iteration 36Q: 3 clusters Score -1.617234e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 94896 members 
Entering Unmasked Estep 
Score: -16172349.000000 Penalty: 14051.628906
	Iteration 37Q: 3 clusters Score -1.617235e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 94896 members 
Entering Unmasked Estep 
Score: -16172349.000000 Penalty: 14051.628906
	Iteration 38F: 3 clusters Score -1.617235e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (47008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47008 members 
Entering Unmasked Estep 
Score: -8158474.000000 Penalty: 6589.319824
	Iteration 0F: 2 clusters Score -8158474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -8124876.000000 Penalty: 13178.639648
	Iteration 0F: 3 clusters Score -8124876 nChanged 20560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 23926 members 
Entering Unmasked Estep 
Score: -8135866.500000 Penalty: 13178.639648
	Iteration 1F: 3 clusters Score -8135866 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 24217 members 
Entering Unmasked Estep 
Score: -8136965.500000 Penalty: 13178.639648
	Iteration 2F: 3 clusters Score -8136966 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
Score: -8137981.000000 Penalty: 13178.639648
	Iteration 3F: 3 clusters Score -8137981 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -8139217.500000 Penalty: 13178.639648
	Iteration 4Q: 3 clusters Score -8139218 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 26731 members 
Entering Unmasked Estep 
Score: -8140775.500000 Penalty: 13178.639648
	Iteration 5F: 3 clusters Score -8140776 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 28448 members 
Entering Unmasked Estep 
Score: -8142960.500000 Penalty: 13178.639648
	Iteration 6F: 3 clusters Score -8142960 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 30630 members 
Entering Unmasked Estep 
Score: -8145762.500000 Penalty: 13178.639648
	Iteration 7F: 3 clusters Score -8145762 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 33124 members 
Entering Unmasked Estep 
Score: -8148598.000000 Penalty: 13178.639648
	Iteration 8F: 3 clusters Score -8148598 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 35470 members 
Entering Unmasked Estep 
Score: -8150940.000000 Penalty: 13178.639648
	Iteration 9F: 3 clusters Score -8150940 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 37437 members 
Entering Unmasked Estep 
Score: -8152532.000000 Penalty: 13178.639648
	Iteration 10Q: 3 clusters Score -8152532 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 38964 members 
Entering Unmasked Estep 
Score: -8153654.500000 Penalty: 13178.639648
	Iteration 11Q: 3 clusters Score -8153654 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 40133 members 
Entering Unmasked Estep 
Score: -8154424.000000 Penalty: 13178.639648
	Iteration 12Q: 3 clusters Score -8154424 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 40975 members 
Entering Unmasked Estep 
Score: -8154883.500000 Penalty: 13178.639648
	Iteration 13Q: 3 clusters Score -8154884 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 41628 members 
Entering Unmasked Estep 
Score: -8155217.500000 Penalty: 13178.639648
	Iteration 14Q: 3 clusters Score -8155218 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 42132 members 
Entering Unmasked Estep 
Score: -8155448.000000 Penalty: 13178.639648
	Iteration 15Q: 3 clusters Score -8155448 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 42527 members 
Entering Unmasked Estep 
Score: -8155604.000000 Penalty: 13178.639648
	Iteration 16Q: 3 clusters Score -8155604 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 42821 members 
Entering Unmasked Estep 
Score: -8155763.000000 Penalty: 13178.639648
	Iteration 17Q: 3 clusters Score -8155763 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 43035 members 
Entering Unmasked Estep 
Score: -8155842.000000 Penalty: 13178.639648
	Iteration 18Q: 3 clusters Score -8155842 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 43205 members 
Entering Unmasked Estep 
Score: -8155893.000000 Penalty: 13178.639648
	Iteration 19Q: 3 clusters Score -8155893 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 43338 members 
Entering Unmasked Estep 
Score: -8155947.500000 Penalty: 13178.639648
	Iteration 20F: 3 clusters Score -8155948 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 43435 members 
Entering Unmasked Estep 
Score: -8155966.500000 Penalty: 13178.639648
	Iteration 21Q: 3 clusters Score -8155966 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 43502 members 
Entering Unmasked Estep 
Score: -8156001.000000 Penalty: 13178.639648
	Iteration 22Q: 3 clusters Score -8156001 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 43572 members 
Entering Unmasked Estep 
Score: -8155993.000000 Penalty: 13178.639648
	Iteration 23Q: 3 clusters Score -8155993 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 43621 members 
Entering Unmasked Estep 
Score: -8156016.000000 Penalty: 13178.639648
	Iteration 24Q: 3 clusters Score -8156016 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 43661 members 
Entering Unmasked Estep 
Score: -8156044.000000 Penalty: 13178.639648
	Iteration 25Q: 3 clusters Score -8156044 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 43696 members 
Entering Unmasked Estep 
Score: -8156051.000000 Penalty: 13178.639648
	Iteration 26Q: 3 clusters Score -8156051 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 43727 members 
Entering Unmasked Estep 
Score: -8156059.000000 Penalty: 13178.639648
	Iteration 27Q: 3 clusters Score -8156059 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 43746 members 
Entering Unmasked Estep 
Score: -8156059.000000 Penalty: 13178.639648
	Iteration 28Q: 3 clusters Score -8156059 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 43756 members 
Entering Unmasked Estep 
Score: -8156060.000000 Penalty: 13178.639648
	Iteration 29Q: 3 clusters Score -8156060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 43763 members 
Entering Unmasked Estep 
Score: -8156072.500000 Penalty: 13178.639648
	Iteration 30Q: 3 clusters Score -8156072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 43772 members 
Entering Unmasked Estep 
Score: -8156072.000000 Penalty: 13178.639648
	Iteration 31Q: 3 clusters Score -8156072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 43779 members 
Entering Unmasked Estep 
Score: -8156072.500000 Penalty: 13178.639648
	Iteration 32Q: 3 clusters Score -8156072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 43780 members 
Entering Unmasked Estep 
Score: -8156069.000000 Penalty: 13178.639648
	Iteration 33Q: 3 clusters Score -8156069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 43782 members 
Entering Unmasked Estep 
Score: -8156066.500000 Penalty: 13178.639648
	Iteration 34Q: 3 clusters Score -8156066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 43783 members 
Entering Unmasked Estep 
Score: -8156071.500000 Penalty: 13178.639648
	Iteration 35Q: 3 clusters Score -8156072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 43782 members 
Entering Unmasked Estep 
Score: -8156071.500000 Penalty: 13178.639648
	Iteration 36Q: 3 clusters Score -8156072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 43782 members 
Entering Unmasked Estep 
Score: -8156071.500000 Penalty: 13178.639648
	Iteration 37F: 3 clusters Score -8156072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Entering Unmasked Estep 
Score: -264311.937500 Penalty: 4540.317871
	Iteration 0F: 2 clusters Score -264311.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -259590.593750 Penalty: 9080.635742
	Iteration 0F: 3 clusters Score -259590.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -260157.250000 Penalty: 9080.635742
	Iteration 1F: 3 clusters Score -260157.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -260443.218750 Penalty: 9080.635742
	Iteration 2F: 3 clusters Score -260443.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -260659.875000 Penalty: 9080.635742
	Iteration 3Q: 3 clusters Score -260659.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -260797.390625 Penalty: 9080.635742
	Iteration 4Q: 3 clusters Score -260797.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -260939.796875 Penalty: 9080.635742
	Iteration 5Q: 3 clusters Score -260939.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -261061.328125 Penalty: 9080.635742
	Iteration 6Q: 3 clusters Score -261061.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -261175.656250 Penalty: 9080.635742
	Iteration 7Q: 3 clusters Score -261175.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -261279.968750 Penalty: 9080.635742
	Iteration 8Q: 3 clusters Score -261280 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -261366.000000 Penalty: 9080.635742
	Iteration 9Q: 3 clusters Score -261366 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -261435.109375 Penalty: 9080.635742
	Iteration 10Q: 3 clusters Score -261435.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -261498.906250 Penalty: 9080.635742
	Iteration 11Q: 3 clusters Score -261498.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -261553.750000 Penalty: 9080.635742
	Iteration 12Q: 3 clusters Score -261553.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -261614.375000 Penalty: 9080.635742
	Iteration 13Q: 3 clusters Score -261614.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -261689.218750 Penalty: 9080.635742
	Iteration 14Q: 3 clusters Score -261689.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -261739.593750 Penalty: 9080.635742
	Iteration 15Q: 3 clusters Score -261739.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -261784.125000 Penalty: 9080.635742
	Iteration 16Q: 3 clusters Score -261784.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -261816.906250 Penalty: 9080.635742
	Iteration 17Q: 3 clusters Score -261816.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -261840.250000 Penalty: 9080.635742
	Iteration 18Q: 3 clusters Score -261840.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -261861.796875 Penalty: 9080.635742
	Iteration 19Q: 3 clusters Score -261861.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -261880.828125 Penalty: 9080.635742
	Iteration 20F: 3 clusters Score -261880.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -261910.625000 Penalty: 9080.635742
	Iteration 21Q: 3 clusters Score -261910.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -261933.218750 Penalty: 9080.635742
	Iteration 22Q: 3 clusters Score -261933.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -261962.078125 Penalty: 9080.635742
	Iteration 23Q: 3 clusters Score -261962.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -261976.718750 Penalty: 9080.635742
	Iteration 24Q: 3 clusters Score -261976.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -261989.296875 Penalty: 9080.635742
	Iteration 25Q: 3 clusters Score -261989.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -261993.296875 Penalty: 9080.635742
	Iteration 26Q: 3 clusters Score -261993.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -261993.296875 Penalty: 9080.635742
	Iteration 27F: 3 clusters Score -261993.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (20325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Entering Unmasked Estep 
Score: -3529304.750000 Penalty: 6075.759277
	Iteration 0F: 2 clusters Score -3529305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -3512649.250000 Penalty: 12151.518555
	Iteration 0F: 3 clusters Score -3512649 nChanged 8209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -3516979.000000 Penalty: 12151.518555
	Iteration 1F: 3 clusters Score -3516979 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -3517597.000000 Penalty: 12151.518555
	Iteration 2F: 3 clusters Score -3517597 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -3517977.750000 Penalty: 12151.518555
	Iteration 3Q: 3 clusters Score -3517978 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -3518241.000000 Penalty: 12151.518555
	Iteration 4Q: 3 clusters Score -3518241 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -3518487.750000 Penalty: 12151.518555
	Iteration 5Q: 3 clusters Score -3518488 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -3518715.250000 Penalty: 12151.518555
	Iteration 6Q: 3 clusters Score -3518715 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -3519001.750000 Penalty: 12151.518555
	Iteration 7Q: 3 clusters Score -3519002 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -3519402.750000 Penalty: 12151.518555
	Iteration 8Q: 3 clusters Score -3519403 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -3519844.500000 Penalty: 12151.518555
	Iteration 9Q: 3 clusters Score -3519844 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -3520341.500000 Penalty: 12151.518555
	Iteration 10Q: 3 clusters Score -3520342 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -3520900.750000 Penalty: 12151.518555
	Iteration 11Q: 3 clusters Score -3520901 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -3521468.000000 Penalty: 12151.518555
	Iteration 12Q: 3 clusters Score -3521468 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -3522079.000000 Penalty: 12151.518555
	Iteration 13Q: 3 clusters Score -3522079 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -3522615.500000 Penalty: 12151.518555
	Iteration 14Q: 3 clusters Score -3522616 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -3523079.750000 Penalty: 12151.518555
	Iteration 15Q: 3 clusters Score -3523080 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -3523464.500000 Penalty: 12151.518555
	Iteration 16Q: 3 clusters Score -3523464 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -3523770.750000 Penalty: 12151.518555
	Iteration 17Q: 3 clusters Score -3523771 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -3524010.500000 Penalty: 12151.518555
	Iteration 18Q: 3 clusters Score -3524010 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -3524191.250000 Penalty: 12151.518555
	Iteration 19Q: 3 clusters Score -3524191 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -3524344.000000 Penalty: 12151.518555
	Iteration 20F: 3 clusters Score -3524344 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -3524460.250000 Penalty: 12151.518555
	Iteration 21Q: 3 clusters Score -3524460 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -3524546.750000 Penalty: 12151.518555
	Iteration 22Q: 3 clusters Score -3524547 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -3524605.750000 Penalty: 12151.518555
	Iteration 23Q: 3 clusters Score -3524606 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -3524661.250000 Penalty: 12151.518555
	Iteration 24Q: 3 clusters Score -3524661 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -3524732.500000 Penalty: 12151.518555
	Iteration 25Q: 3 clusters Score -3524732 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -3524808.500000 Penalty: 12151.518555
	Iteration 26Q: 3 clusters Score -3524808 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -3524867.500000 Penalty: 12151.518555
	Iteration 27Q: 3 clusters Score -3524868 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -3524919.000000 Penalty: 12151.518555
	Iteration 28Q: 3 clusters Score -3524919 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -3524974.250000 Penalty: 12151.518555
	Iteration 29Q: 3 clusters Score -3524974 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -3525022.500000 Penalty: 12151.518555
	Iteration 30Q: 3 clusters Score -3525022 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -3525060.250000 Penalty: 12151.518555
	Iteration 31Q: 3 clusters Score -3525060 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -3525075.750000 Penalty: 12151.518555
	Iteration 32Q: 3 clusters Score -3525076 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -3525103.250000 Penalty: 12151.518555
	Iteration 33Q: 3 clusters Score -3525103 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -3525118.250000 Penalty: 12151.518555
	Iteration 34Q: 3 clusters Score -3525118 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -3525133.750000 Penalty: 12151.518555
	Iteration 35Q: 3 clusters Score -3525134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -3525142.000000 Penalty: 12151.518555
	Iteration 36Q: 3 clusters Score -3525142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -3525139.250000 Penalty: 12151.518555
	Iteration 37Q: 3 clusters Score -3525139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -3525145.500000 Penalty: 12151.518555
	Iteration 38Q: 3 clusters Score -3525146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -3525145.250000 Penalty: 12151.518555
	Iteration 39Q: 3 clusters Score -3525145 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -3525157.000000 Penalty: 12151.518555
	Iteration 40F: 3 clusters Score -3525157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -3525161.000000 Penalty: 12151.518555
	Iteration 41Q: 3 clusters Score -3525161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -3525156.750000 Penalty: 12151.518555
	Iteration 42Q: 3 clusters Score -3525157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -3525160.000000 Penalty: 12151.518555
	Iteration 43Q: 3 clusters Score -3525160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -3525163.750000 Penalty: 12151.518555
	Iteration 44Q: 3 clusters Score -3525164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -3525164.000000 Penalty: 12151.518555
	Iteration 45Q: 3 clusters Score -3525164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -3525162.750000 Penalty: 12151.518555
	Iteration 46Q: 3 clusters Score -3525163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -3525164.500000 Penalty: 12151.518555
	Iteration 47Q: 3 clusters Score -3525164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -3525163.000000 Penalty: 12151.518555
	Iteration 48Q: 3 clusters Score -3525163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -3525163.000000 Penalty: 12151.518555
	Iteration 49F: 3 clusters Score -3525163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (55282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55282 members 
Entering Unmasked Estep 
Score: -9620579.000000 Penalty: 6688.624023
	Iteration 0F: 2 clusters Score -9620579 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27566 members 
Mstep: Class 2 contains 27716 members 
Entering Unmasked Estep 
Score: -9581422.000000 Penalty: 13377.248047
	Iteration 0F: 3 clusters Score -9581422 nChanged 24375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27331 members 
Mstep: Class 2 contains 27951 members 
Entering Unmasked Estep 
Score: -9594497.000000 Penalty: 13377.248047
	Iteration 1F: 3 clusters Score -9594497 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 27980 members 
Entering Unmasked Estep 
Score: -9595309.000000 Penalty: 13377.248047
	Iteration 2Q: 3 clusters Score -9595309 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 28045 members 
Entering Unmasked Estep 
Score: -9595963.000000 Penalty: 13377.248047
	Iteration 3Q: 3 clusters Score -9595963 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 28124 members 
Entering Unmasked Estep 
Score: -9596656.000000 Penalty: 13377.248047
	Iteration 4Q: 3 clusters Score -9596656 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26972 members 
Mstep: Class 2 contains 28310 members 
Entering Unmasked Estep 
Score: -9597420.000000 Penalty: 13377.248047
	Iteration 5Q: 3 clusters Score -9597420 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26719 members 
Mstep: Class 2 contains 28563 members 
Entering Unmasked Estep 
Score: -9598107.000000 Penalty: 13377.248047
	Iteration 6Q: 3 clusters Score -9598107 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26310 members 
Mstep: Class 2 contains 28972 members 
Entering Unmasked Estep 
Score: -9598850.000000 Penalty: 13377.248047
	Iteration 7Q: 3 clusters Score -9598850 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25684 members 
Mstep: Class 2 contains 29598 members 
Entering Unmasked Estep 
Score: -9599825.000000 Penalty: 13377.248047
	Iteration 8Q: 3 clusters Score -9599825 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24809 members 
Mstep: Class 2 contains 30473 members 
Entering Unmasked Estep 
Score: -9600904.000000 Penalty: 13377.248047
	Iteration 9Q: 3 clusters Score -9600904 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 31691 members 
Entering Unmasked Estep 
Score: -9602229.000000 Penalty: 13377.248047
	Iteration 10Q: 3 clusters Score -9602229 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 33209 members 
Entering Unmasked Estep 
Score: -9603777.000000 Penalty: 13377.248047
	Iteration 11Q: 3 clusters Score -9603777 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 34990 members 
Entering Unmasked Estep 
Score: -9605634.000000 Penalty: 13377.248047
	Iteration 12F: 3 clusters Score -9605634 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 36889 members 
Entering Unmasked Estep 
Score: -9607750.000000 Penalty: 13377.248047
	Iteration 13F: 3 clusters Score -9607750 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 38575 members 
Entering Unmasked Estep 
Score: -9609501.000000 Penalty: 13377.248047
	Iteration 14Q: 3 clusters Score -9609501 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 39905 members 
Entering Unmasked Estep 
Score: -9610818.000000 Penalty: 13377.248047
	Iteration 15Q: 3 clusters Score -9610818 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 40964 members 
Entering Unmasked Estep 
Score: -9611661.000000 Penalty: 13377.248047
	Iteration 16Q: 3 clusters Score -9611661 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 41844 members 
Entering Unmasked Estep 
Score: -9612217.000000 Penalty: 13377.248047
	Iteration 17Q: 3 clusters Score -9612217 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 42618 members 
Entering Unmasked Estep 
Score: -9612682.000000 Penalty: 13377.248047
	Iteration 18Q: 3 clusters Score -9612682 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 43314 members 
Entering Unmasked Estep 
Score: -9613039.000000 Penalty: 13377.248047
	Iteration 19Q: 3 clusters Score -9613039 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 43967 members 
Entering Unmasked Estep 
Score: -9613424.000000 Penalty: 13377.248047
	Iteration 20F: 3 clusters Score -9613424 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 44522 members 
Entering Unmasked Estep 
Score: -9613788.000000 Penalty: 13377.248047
	Iteration 21Q: 3 clusters Score -9613788 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 45031 members 
Entering Unmasked Estep 
Score: -9614249.000000 Penalty: 13377.248047
	Iteration 22Q: 3 clusters Score -9614249 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 45514 members 
Entering Unmasked Estep 
Score: -9614910.000000 Penalty: 13377.248047
	Iteration 23Q: 3 clusters Score -9614910 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 45944 members 
Entering Unmasked Estep 
Score: -9615907.000000 Penalty: 13377.248047
	Iteration 24Q: 3 clusters Score -9615907 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 46250 members 
Entering Unmasked Estep 
Score: -9617141.000000 Penalty: 13377.248047
	Iteration 25Q: 3 clusters Score -9617141 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 46319 members 
Entering Unmasked Estep 
Score: -9617670.000000 Penalty: 13377.248047
	Iteration 26Q: 3 clusters Score -9617670 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 46219 members 
Entering Unmasked Estep 
Score: -9617927.000000 Penalty: 13377.248047
	Iteration 27Q: 3 clusters Score -9617927 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 46053 members 
Entering Unmasked Estep 
Score: -9618062.000000 Penalty: 13377.248047
	Iteration 28Q: 3 clusters Score -9618062 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 45869 members 
Entering Unmasked Estep 
Score: -9618151.000000 Penalty: 13377.248047
	Iteration 29Q: 3 clusters Score -9618151 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 45653 members 
Entering Unmasked Estep 
Score: -9618307.000000 Penalty: 13377.248047
	Iteration 30Q: 3 clusters Score -9618307 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 45432 members 
Entering Unmasked Estep 
Score: -9618358.000000 Penalty: 13377.248047
	Iteration 31Q: 3 clusters Score -9618358 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 45240 members 
Entering Unmasked Estep 
Score: -9618408.000000 Penalty: 13377.248047
	Iteration 32Q: 3 clusters Score -9618408 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 45055 members 
Entering Unmasked Estep 
Score: -9618445.000000 Penalty: 13377.248047
	Iteration 33Q: 3 clusters Score -9618445 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 44875 members 
Entering Unmasked Estep 
Score: -9618504.000000 Penalty: 13377.248047
	Iteration 34Q: 3 clusters Score -9618504 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 44710 members 
Entering Unmasked Estep 
Score: -9618512.000000 Penalty: 13377.248047
	Iteration 35Q: 3 clusters Score -9618512 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 44567 members 
Entering Unmasked Estep 
Score: -9618548.000000 Penalty: 13377.248047
	Iteration 36Q: 3 clusters Score -9618548 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 44425 members 
Entering Unmasked Estep 
Score: -9618566.000000 Penalty: 13377.248047
	Iteration 37Q: 3 clusters Score -9618566 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 44291 members 
Entering Unmasked Estep 
Score: -9618582.000000 Penalty: 13377.248047
	Iteration 38Q: 3 clusters Score -9618582 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 44160 members 
Entering Unmasked Estep 
Score: -9618598.000000 Penalty: 13377.248047
	Iteration 39Q: 3 clusters Score -9618598 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 44037 members 
Entering Unmasked Estep 
Score: -9618671.000000 Penalty: 13377.248047
	Iteration 40F: 3 clusters Score -9618671 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 43884 members 
Entering Unmasked Estep 
Score: -9618700.000000 Penalty: 13377.248047
	Iteration 41Q: 3 clusters Score -9618700 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 43719 members 
Entering Unmasked Estep 
Score: -9618742.000000 Penalty: 13377.248047
	Iteration 42Q: 3 clusters Score -9618742 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 43543 members 
Entering Unmasked Estep 
Score: -9618801.000000 Penalty: 13377.248047
	Iteration 43Q: 3 clusters Score -9618801 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 43340 members 
Entering Unmasked Estep 
Score: -9618866.000000 Penalty: 13377.248047
	Iteration 44Q: 3 clusters Score -9618866 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 43127 members 
Entering Unmasked Estep 
Score: -9618904.000000 Penalty: 13377.248047
	Iteration 45Q: 3 clusters Score -9618904 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 42919 members 
Entering Unmasked Estep 
Score: -9618931.000000 Penalty: 13377.248047
	Iteration 46Q: 3 clusters Score -9618931 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 42717 members 
Entering Unmasked Estep 
Score: -9619023.000000 Penalty: 13377.248047
	Iteration 47Q: 3 clusters Score -9619023 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 42504 members 
Entering Unmasked Estep 
Score: -9619077.000000 Penalty: 13377.248047
	Iteration 48Q: 3 clusters Score -9619077 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 42285 members 
Entering Unmasked Estep 
Score: -9619157.000000 Penalty: 13377.248047
	Iteration 49Q: 3 clusters Score -9619157 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 42050 members 
Entering Unmasked Estep 
Score: -9619213.000000 Penalty: 13377.248047
	Iteration 50Q: 3 clusters Score -9619213 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 41829 members 
Entering Unmasked Estep 
Score: -9619254.000000 Penalty: 13377.248047
	Iteration 51Q: 3 clusters Score -9619254 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 41586 members 
Entering Unmasked Estep 
Score: -9619306.000000 Penalty: 13377.248047
	Iteration 52Q: 3 clusters Score -9619306 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 41362 members 
Entering Unmasked Estep 
Score: -9619332.000000 Penalty: 13377.248047
	Iteration 53Q: 3 clusters Score -9619332 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 41132 members 
Entering Unmasked Estep 
Score: -9619398.000000 Penalty: 13377.248047
	Iteration 54Q: 3 clusters Score -9619398 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 40877 members 
Entering Unmasked Estep 
Score: -9619419.000000 Penalty: 13377.248047
	Iteration 55Q: 3 clusters Score -9619419 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 40616 members 
Entering Unmasked Estep 
Score: -9619483.000000 Penalty: 13377.248047
	Iteration 56Q: 3 clusters Score -9619483 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 40364 members 
Entering Unmasked Estep 
Score: -9619562.000000 Penalty: 13377.248047
	Iteration 57Q: 3 clusters Score -9619562 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 40096 members 
Entering Unmasked Estep 
Score: -9619611.000000 Penalty: 13377.248047
	Iteration 58Q: 3 clusters Score -9619611 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 39808 members 
Entering Unmasked Estep 
Score: -9619679.000000 Penalty: 13377.248047
	Iteration 59Q: 3 clusters Score -9619679 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 39455 members 
Entering Unmasked Estep 
Score: -9619775.000000 Penalty: 13377.248047
	Iteration 60F: 3 clusters Score -9619775 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 39112 members 
Entering Unmasked Estep 
Score: -9619904.000000 Penalty: 13377.248047
	Iteration 61Q: 3 clusters Score -9619904 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 38761 members 
Entering Unmasked Estep 
Score: -9620032.000000 Penalty: 13377.248047
	Iteration 62Q: 3 clusters Score -9620032 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 38353 members 
Entering Unmasked Estep 
Score: -9620206.000000 Penalty: 13377.248047
	Iteration 63Q: 3 clusters Score -9620206 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 37876 members 
Entering Unmasked Estep 
Score: -9620371.000000 Penalty: 13377.248047
	Iteration 64Q: 3 clusters Score -9620371 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 37359 members 
Entering Unmasked Estep 
Score: -9620582.000000 Penalty: 13377.248047
	Iteration 65Q: 3 clusters Score -9620582 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 36829 members 
Entering Unmasked Estep 
Score: -9620775.000000 Penalty: 13377.248047
	Iteration 66Q: 3 clusters Score -9620775 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 36314 members 
Entering Unmasked Estep 
Score: -9621014.000000 Penalty: 13377.248047
	Iteration 67Q: 3 clusters Score -9621014 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 35805 members 
Entering Unmasked Estep 
Score: -9621199.000000 Penalty: 13377.248047
	Iteration 68Q: 3 clusters Score -9621199 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 35296 members 
Entering Unmasked Estep 
Score: -9621405.000000 Penalty: 13377.248047
	Iteration 69Q: 3 clusters Score -9621405 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 34785 members 
Entering Unmasked Estep 
Score: -9621623.000000 Penalty: 13377.248047
	Iteration 70Q: 3 clusters Score -9621623 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 34311 members 
Entering Unmasked Estep 
Score: -9621744.000000 Penalty: 13377.248047
	Iteration 71Q: 3 clusters Score -9621744 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 33906 members 
Entering Unmasked Estep 
Score: -9621819.000000 Penalty: 13377.248047
	Iteration 72Q: 3 clusters Score -9621819 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 33533 members 
Entering Unmasked Estep 
Score: -9621910.000000 Penalty: 13377.248047
	Iteration 73Q: 3 clusters Score -9621910 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 33207 members 
Entering Unmasked Estep 
Score: -9622007.000000 Penalty: 13377.248047
	Iteration 74Q: 3 clusters Score -9622007 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22367 members 
Mstep: Class 2 contains 32915 members 
Entering Unmasked Estep 
Score: -9622065.000000 Penalty: 13377.248047
	Iteration 75Q: 3 clusters Score -9622065 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 32636 members 
Entering Unmasked Estep 
Score: -9622156.000000 Penalty: 13377.248047
	Iteration 76Q: 3 clusters Score -9622156 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22857 members 
Mstep: Class 2 contains 32425 members 
Entering Unmasked Estep 
Score: -9622182.000000 Penalty: 13377.248047
	Iteration 77Q: 3 clusters Score -9622182 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 32256 members 
Entering Unmasked Estep 
Score: -9622187.000000 Penalty: 13377.248047
	Iteration 78Q: 3 clusters Score -9622187 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 32109 members 
Entering Unmasked Estep 
Score: -9622173.000000 Penalty: 13377.248047
	Iteration 79Q: 3 clusters Score -9622173 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 31992 members 
Entering Unmasked Estep 
Score: -9622186.000000 Penalty: 13377.248047
	Iteration 80F: 3 clusters Score -9622186 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23382 members 
Mstep: Class 2 contains 31900 members 
Entering Unmasked Estep 
Score: -9622188.000000 Penalty: 13377.248047
	Iteration 81Q: 3 clusters Score -9622188 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 31819 members 
Entering Unmasked Estep 
Score: -9622185.000000 Penalty: 13377.248047
	Iteration 82Q: 3 clusters Score -9622185 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 31759 members 
Entering Unmasked Estep 
Score: -9622220.000000 Penalty: 13377.248047
	Iteration 83Q: 3 clusters Score -9622220 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 31717 members 
Entering Unmasked Estep 
Score: -9622200.000000 Penalty: 13377.248047
	Iteration 84Q: 3 clusters Score -9622200 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 31686 members 
Entering Unmasked Estep 
Score: -9622208.000000 Penalty: 13377.248047
	Iteration 85Q: 3 clusters Score -9622208 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 31669 members 
Entering Unmasked Estep 
Score: -9622209.000000 Penalty: 13377.248047
	Iteration 86Q: 3 clusters Score -9622209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 31660 members 
Entering Unmasked Estep 
Score: -9622218.000000 Penalty: 13377.248047
	Iteration 87Q: 3 clusters Score -9622218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 31653 members 
Entering Unmasked Estep 
Score: -9622217.000000 Penalty: 13377.248047
	Iteration 88Q: 3 clusters Score -9622217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 31650 members 
Entering Unmasked Estep 
Score: -9622215.000000 Penalty: 13377.248047
	Iteration 89Q: 3 clusters Score -9622215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 31649 members 
Entering Unmasked Estep 
Score: -9622215.000000 Penalty: 13377.248047
	Iteration 90Q: 3 clusters Score -9622215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 31648 members 
Entering Unmasked Estep 
Score: -9622223.000000 Penalty: 13377.248047
	Iteration 91Q: 3 clusters Score -9622223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 31646 members 
Entering Unmasked Estep 
Score: -9622215.000000 Penalty: 13377.248047
	Iteration 92Q: 3 clusters Score -9622215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 31646 members 
Entering Unmasked Estep 
Score: -9622215.000000 Penalty: 13377.248047
	Iteration 93F: 3 clusters Score -9622215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 95867 members 
Mstep: Class 3 contains 47008 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 23636 members 
Mstep: Class 7 contains 321148 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 130868 members 
Mstep: Class 12 contains 10460 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39263 members 
Mstep: Class 15 contains 30832 members 
Mstep: Class 16 contains 68404 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 540613 members 
Mstep: Class 21 contains 31646 members 
Entering Unmasked Estep 
Score: -233304368.000000 Penalty: 181791.359375
Splitting cluster 6 changes total score from -233305200.000000 to -233304368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (321148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321148 members 
Entering Unmasked Estep 
Score: -55258848.000000 Penalty: 7766.290039
	Iteration 0F: 2 clusters Score -5.525885e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160532 members 
Mstep: Class 2 contains 160616 members 
Entering Unmasked Estep 
Score: -55050568.000000 Penalty: 15532.580078
	Iteration 0F: 3 clusters Score -5.505057e+07 nChanged 152840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159642 members 
Mstep: Class 2 contains 161506 members 
Entering Unmasked Estep 
Score: -55140196.000000 Penalty: 15532.580078
	Iteration 1F: 3 clusters Score -5.51402e+07 nChanged 9801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159233 members 
Mstep: Class 2 contains 161915 members 
Entering Unmasked Estep 
Score: -55142548.000000 Penalty: 15532.580078
	Iteration 2Q: 3 clusters Score -5.514255e+07 nChanged 10318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158575 members 
Mstep: Class 2 contains 162573 members 
Entering Unmasked Estep 
Score: -55145060.000000 Penalty: 15532.580078
	Iteration 3Q: 3 clusters Score -5.514506e+07 nChanged 11217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157468 members 
Mstep: Class 2 contains 163680 members 
Entering Unmasked Estep 
Score: -55148036.000000 Penalty: 15532.580078
	Iteration 4Q: 3 clusters Score -5.514804e+07 nChanged 12656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155546 members 
Mstep: Class 2 contains 165602 members 
Entering Unmasked Estep 
Score: -55152760.000000 Penalty: 15532.580078
	Iteration 5Q: 3 clusters Score -5.515276e+07 nChanged 14894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152664 members 
Mstep: Class 2 contains 168484 members 
Entering Unmasked Estep 
Score: -55159356.000000 Penalty: 15532.580078
	Iteration 6Q: 3 clusters Score -5.515936e+07 nChanged 16958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149050 members 
Mstep: Class 2 contains 172098 members 
Entering Unmasked Estep 
Score: -55168172.000000 Penalty: 15532.580078
	Iteration 7F: 3 clusters Score -5.516817e+07 nChanged 18464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145040 members 
Mstep: Class 2 contains 176108 members 
Entering Unmasked Estep 
Score: -55178896.000000 Penalty: 15532.580078
	Iteration 8F: 3 clusters Score -5.51789e+07 nChanged 19308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141346 members 
Mstep: Class 2 contains 179802 members 
Entering Unmasked Estep 
Score: -55191056.000000 Penalty: 15532.580078
	Iteration 9F: 3 clusters Score -5.519106e+07 nChanged 19069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138205 members 
Mstep: Class 2 contains 182943 members 
Entering Unmasked Estep 
Score: -55203044.000000 Penalty: 15532.580078
	Iteration 10F: 3 clusters Score -5.520304e+07 nChanged 16839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135588 members 
Mstep: Class 2 contains 185560 members 
Entering Unmasked Estep 
Score: -55212360.000000 Penalty: 15532.580078
	Iteration 11F: 3 clusters Score -5.521236e+07 nChanged 13376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133302 members 
Mstep: Class 2 contains 187846 members 
Entering Unmasked Estep 
Score: -55217968.000000 Penalty: 15532.580078
	Iteration 12Q: 3 clusters Score -5.521797e+07 nChanged 9461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131103 members 
Mstep: Class 2 contains 190045 members 
Entering Unmasked Estep 
Score: -55220816.000000 Penalty: 15532.580078
	Iteration 13Q: 3 clusters Score -5.522082e+07 nChanged 6490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128923 members 
Mstep: Class 2 contains 192225 members 
Entering Unmasked Estep 
Score: -55222228.000000 Penalty: 15532.580078
	Iteration 14Q: 3 clusters Score -5.522223e+07 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126729 members 
Mstep: Class 2 contains 194419 members 
Entering Unmasked Estep 
Score: -55223124.000000 Penalty: 15532.580078
	Iteration 15Q: 3 clusters Score -5.522312e+07 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124533 members 
Mstep: Class 2 contains 196615 members 
Entering Unmasked Estep 
Score: -55223548.000000 Penalty: 15532.580078
	Iteration 16Q: 3 clusters Score -5.522355e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122291 members 
Mstep: Class 2 contains 198857 members 
Entering Unmasked Estep 
Score: -55223812.000000 Penalty: 15532.580078
	Iteration 17Q: 3 clusters Score -5.522381e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119907 members 
Mstep: Class 2 contains 201241 members 
Entering Unmasked Estep 
Score: -55224512.000000 Penalty: 15532.580078
	Iteration 18Q: 3 clusters Score -5.522451e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117376 members 
Mstep: Class 2 contains 203772 members 
Entering Unmasked Estep 
Score: -55224800.000000 Penalty: 15532.580078
	Iteration 19Q: 3 clusters Score -5.52248e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114695 members 
Mstep: Class 2 contains 206453 members 
Entering Unmasked Estep 
Score: -55225184.000000 Penalty: 15532.580078
	Iteration 20F: 3 clusters Score -5.522518e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111876 members 
Mstep: Class 2 contains 209272 members 
Entering Unmasked Estep 
Score: -55225592.000000 Penalty: 15532.580078
	Iteration 21Q: 3 clusters Score -5.522559e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108951 members 
Mstep: Class 2 contains 212197 members 
Entering Unmasked Estep 
Score: -55226024.000000 Penalty: 15532.580078
	Iteration 22Q: 3 clusters Score -5.522602e+07 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105897 members 
Mstep: Class 2 contains 215251 members 
Entering Unmasked Estep 
Score: -55226492.000000 Penalty: 15532.580078
	Iteration 23Q: 3 clusters Score -5.522649e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102674 members 
Mstep: Class 2 contains 218474 members 
Entering Unmasked Estep 
Score: -55227076.000000 Penalty: 15532.580078
	Iteration 24Q: 3 clusters Score -5.522708e+07 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99269 members 
Mstep: Class 2 contains 221879 members 
Entering Unmasked Estep 
Score: -55227328.000000 Penalty: 15532.580078
	Iteration 25Q: 3 clusters Score -5.522733e+07 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95577 members 
Mstep: Class 2 contains 225571 members 
Entering Unmasked Estep 
Score: -55227892.000000 Penalty: 15532.580078
	Iteration 26Q: 3 clusters Score -5.522789e+07 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91966 members 
Mstep: Class 2 contains 229182 members 
Entering Unmasked Estep 
Score: -55228536.000000 Penalty: 15532.580078
	Iteration 27Q: 3 clusters Score -5.522854e+07 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88262 members 
Mstep: Class 2 contains 232886 members 
Entering Unmasked Estep 
Score: -55229084.000000 Penalty: 15532.580078
	Iteration 28Q: 3 clusters Score -5.522908e+07 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84505 members 
Mstep: Class 2 contains 236643 members 
Entering Unmasked Estep 
Score: -55229528.000000 Penalty: 15532.580078
	Iteration 29Q: 3 clusters Score -5.522953e+07 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80707 members 
Mstep: Class 2 contains 240441 members 
Entering Unmasked Estep 
Score: -55230064.000000 Penalty: 15532.580078
	Iteration 30Q: 3 clusters Score -5.523006e+07 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76843 members 
Mstep: Class 2 contains 244305 members 
Entering Unmasked Estep 
Score: -55230440.000000 Penalty: 15532.580078
	Iteration 31Q: 3 clusters Score -5.523044e+07 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72953 members 
Mstep: Class 2 contains 248195 members 
Entering Unmasked Estep 
Score: -55231084.000000 Penalty: 15532.580078
	Iteration 32Q: 3 clusters Score -5.523108e+07 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69016 members 
Mstep: Class 2 contains 252132 members 
Entering Unmasked Estep 
Score: -55231832.000000 Penalty: 15532.580078
	Iteration 33Q: 3 clusters Score -5.523183e+07 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65127 members 
Mstep: Class 2 contains 256021 members 
Entering Unmasked Estep 
Score: -55232728.000000 Penalty: 15532.580078
	Iteration 34Q: 3 clusters Score -5.523273e+07 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61220 members 
Mstep: Class 2 contains 259928 members 
Entering Unmasked Estep 
Score: -55233404.000000 Penalty: 15532.580078
	Iteration 35Q: 3 clusters Score -5.52334e+07 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57391 members 
Mstep: Class 2 contains 263757 members 
Entering Unmasked Estep 
Score: -55234252.000000 Penalty: 15532.580078
	Iteration 36Q: 3 clusters Score -5.523425e+07 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53543 members 
Mstep: Class 2 contains 267605 members 
Entering Unmasked Estep 
Score: -55235064.000000 Penalty: 15532.580078
	Iteration 37Q: 3 clusters Score -5.523506e+07 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49725 members 
Mstep: Class 2 contains 271423 members 
Entering Unmasked Estep 
Score: -55236300.000000 Penalty: 15532.580078
	Iteration 38Q: 3 clusters Score -5.52363e+07 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46053 members 
Mstep: Class 2 contains 275095 members 
Entering Unmasked Estep 
Score: -55237580.000000 Penalty: 15532.580078
	Iteration 39Q: 3 clusters Score -5.523758e+07 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42434 members 
Mstep: Class 2 contains 278714 members 
Entering Unmasked Estep 
Score: -55238788.000000 Penalty: 15532.580078
	Iteration 40F: 3 clusters Score -5.523879e+07 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38960 members 
Mstep: Class 2 contains 282188 members 
Entering Unmasked Estep 
Score: -55240188.000000 Penalty: 15532.580078
	Iteration 41Q: 3 clusters Score -5.524019e+07 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35584 members 
Mstep: Class 2 contains 285564 members 
Entering Unmasked Estep 
Score: -55241356.000000 Penalty: 15532.580078
	Iteration 42Q: 3 clusters Score -5.524136e+07 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32359 members 
Mstep: Class 2 contains 288789 members 
Entering Unmasked Estep 
Score: -55242588.000000 Penalty: 15532.580078
	Iteration 43Q: 3 clusters Score -5.524259e+07 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29260 members 
Mstep: Class 2 contains 291888 members 
Entering Unmasked Estep 
Score: -55243912.000000 Penalty: 15532.580078
	Iteration 44Q: 3 clusters Score -5.524391e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26307 members 
Mstep: Class 2 contains 294841 members 
Entering Unmasked Estep 
Score: -55245164.000000 Penalty: 15532.580078
	Iteration 45Q: 3 clusters Score -5.524516e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 297491 members 
Entering Unmasked Estep 
Score: -55246412.000000 Penalty: 15532.580078
	Iteration 46Q: 3 clusters Score -5.524641e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 299881 members 
Entering Unmasked Estep 
Score: -55247252.000000 Penalty: 15532.580078
	Iteration 47Q: 3 clusters Score -5.524725e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 301962 members 
Entering Unmasked Estep 
Score: -55248224.000000 Penalty: 15532.580078
	Iteration 48Q: 3 clusters Score -5.524822e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 303792 members 
Entering Unmasked Estep 
Score: -55249020.000000 Penalty: 15532.580078
	Iteration 49Q: 3 clusters Score -5.524902e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 305393 members 
Entering Unmasked Estep 
Score: -55249852.000000 Penalty: 15532.580078
	Iteration 50Q: 3 clusters Score -5.524985e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 306705 members 
Entering Unmasked Estep 
Score: -55250592.000000 Penalty: 15532.580078
	Iteration 51Q: 3 clusters Score -5.525059e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 307804 members 
Entering Unmasked Estep 
Score: -55250956.000000 Penalty: 15532.580078
	Iteration 52Q: 3 clusters Score -5.525096e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 308744 members 
Entering Unmasked Estep 
Score: -55251412.000000 Penalty: 15532.580078
	Iteration 53Q: 3 clusters Score -5.525141e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 309549 members 
Entering Unmasked Estep 
Score: -55251556.000000 Penalty: 15532.580078
	Iteration 54Q: 3 clusters Score -5.525156e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 310251 members 
Entering Unmasked Estep 
Score: -55251856.000000 Penalty: 15532.580078
	Iteration 55Q: 3 clusters Score -5.525186e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 310822 members 
Entering Unmasked Estep 
Score: -55252208.000000 Penalty: 15532.580078
	Iteration 56Q: 3 clusters Score -5.525221e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 311331 members 
Entering Unmasked Estep 
Score: -55252480.000000 Penalty: 15532.580078
	Iteration 57Q: 3 clusters Score -5.525248e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 311757 members 
Entering Unmasked Estep 
Score: -55252612.000000 Penalty: 15532.580078
	Iteration 58Q: 3 clusters Score -5.525261e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 312130 members 
Entering Unmasked Estep 
Score: -55252728.000000 Penalty: 15532.580078
	Iteration 59Q: 3 clusters Score -5.525273e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 312444 members 
Entering Unmasked Estep 
Score: -55252788.000000 Penalty: 15532.580078
	Iteration 60F: 3 clusters Score -5.525279e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 312713 members 
Entering Unmasked Estep 
Score: -55252904.000000 Penalty: 15532.580078
	Iteration 61Q: 3 clusters Score -5.52529e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 312942 members 
Entering Unmasked Estep 
Score: -55253080.000000 Penalty: 15532.580078
	Iteration 62Q: 3 clusters Score -5.525308e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 313112 members 
Entering Unmasked Estep 
Score: -55253076.000000 Penalty: 15532.580078
	Iteration 63Q: 3 clusters Score -5.525308e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 313251 members 
Entering Unmasked Estep 
Score: -55253168.000000 Penalty: 15532.580078
	Iteration 64Q: 3 clusters Score -5.525317e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 313370 members 
Entering Unmasked Estep 
Score: -55253208.000000 Penalty: 15532.580078
	Iteration 65Q: 3 clusters Score -5.525321e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 313478 members 
Entering Unmasked Estep 
Score: -55253168.000000 Penalty: 15532.580078
	Iteration 66Q: 3 clusters Score -5.525317e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 313567 members 
Entering Unmasked Estep 
Score: -55253180.000000 Penalty: 15532.580078
	Iteration 67Q: 3 clusters Score -5.525318e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 313651 members 
Entering Unmasked Estep 
Score: -55253180.000000 Penalty: 15532.580078
	Iteration 68Q: 3 clusters Score -5.525318e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 313726 members 
Entering Unmasked Estep 
Score: -55253236.000000 Penalty: 15532.580078
	Iteration 69Q: 3 clusters Score -5.525324e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 313791 members 
Entering Unmasked Estep 
Score: -55253236.000000 Penalty: 15532.580078
	Iteration 70Q: 3 clusters Score -5.525324e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 313846 members 
Entering Unmasked Estep 
Score: -55253244.000000 Penalty: 15532.580078
	Iteration 71Q: 3 clusters Score -5.525324e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 313899 members 
Entering Unmasked Estep 
Score: -55253284.000000 Penalty: 15532.580078
	Iteration 72Q: 3 clusters Score -5.525328e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 313951 members 
Entering Unmasked Estep 
Score: -55253288.000000 Penalty: 15532.580078
	Iteration 73Q: 3 clusters Score -5.525329e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 313994 members 
Entering Unmasked Estep 
Score: -55253248.000000 Penalty: 15532.580078
	Iteration 74Q: 3 clusters Score -5.525325e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 314030 members 
Entering Unmasked Estep 
Score: -55253248.000000 Penalty: 15532.580078
	Iteration 75Q: 3 clusters Score -5.525325e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 314056 members 
Entering Unmasked Estep 
Score: -55253276.000000 Penalty: 15532.580078
	Iteration 76Q: 3 clusters Score -5.525328e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 314085 members 
Entering Unmasked Estep 
Score: -55253300.000000 Penalty: 15532.580078
	Iteration 77Q: 3 clusters Score -5.52533e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 314107 members 
Entering Unmasked Estep 
Score: -55253316.000000 Penalty: 15532.580078
	Iteration 78Q: 3 clusters Score -5.525332e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 314129 members 
Entering Unmasked Estep 
Score: -55253316.000000 Penalty: 15532.580078
	Iteration 79Q: 3 clusters Score -5.525332e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 314146 members 
Entering Unmasked Estep 
Score: -55253316.000000 Penalty: 15532.580078
	Iteration 80F: 3 clusters Score -5.525332e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 314164 members 
Entering Unmasked Estep 
Score: -55253316.000000 Penalty: 15532.580078
	Iteration 81Q: 3 clusters Score -5.525332e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 314176 members 
Entering Unmasked Estep 
Score: -55253284.000000 Penalty: 15532.580078
	Iteration 82Q: 3 clusters Score -5.525328e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 314186 members 
Entering Unmasked Estep 
Score: -55253312.000000 Penalty: 15532.580078
	Iteration 83Q: 3 clusters Score -5.525331e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 314191 members 
Entering Unmasked Estep 
Score: -55253332.000000 Penalty: 15532.580078
	Iteration 84Q: 3 clusters Score -5.525333e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 314196 members 
Entering Unmasked Estep 
Score: -55253336.000000 Penalty: 15532.580078
	Iteration 85Q: 3 clusters Score -5.525334e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 314197 members 
Entering Unmasked Estep 
Score: -55253336.000000 Penalty: 15532.580078
	Iteration 86Q: 3 clusters Score -5.525334e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 314199 members 
Entering Unmasked Estep 
Score: -55253348.000000 Penalty: 15532.580078
	Iteration 87Q: 3 clusters Score -5.525335e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 314202 members 
Entering Unmasked Estep 
Score: -55253328.000000 Penalty: 15532.580078
	Iteration 88Q: 3 clusters Score -5.525333e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 314206 members 
Entering Unmasked Estep 
Score: -55253356.000000 Penalty: 15532.580078
	Iteration 89Q: 3 clusters Score -5.525336e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 314212 members 
Entering Unmasked Estep 
Score: -55253292.000000 Penalty: 15532.580078
	Iteration 90Q: 3 clusters Score -5.525329e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 314215 members 
Entering Unmasked Estep 
Score: -55253316.000000 Penalty: 15532.580078
	Iteration 91Q: 3 clusters Score -5.525332e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 314216 members 
Entering Unmasked Estep 
Score: -55253316.000000 Penalty: 15532.580078
	Iteration 92Q: 3 clusters Score -5.525332e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 314216 members 
Entering Unmasked Estep 
Score: -55253316.000000 Penalty: 15532.580078
	Iteration 93F: 3 clusters Score -5.525332e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Entering Unmasked Estep 
Score: -391415.718750 Penalty: 4777.600098
	Iteration 0F: 2 clusters Score -391415.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -386095.968750 Penalty: 9555.200195
	Iteration 0F: 3 clusters Score -386096 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -387011.937500 Penalty: 9555.200195
	Iteration 1F: 3 clusters Score -387011.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -387584.875000 Penalty: 9555.200195
	Iteration 2F: 3 clusters Score -387584.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -388083.250000 Penalty: 9555.200195
	Iteration 3F: 3 clusters Score -388083.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -388526.437500 Penalty: 9555.200195
	Iteration 4F: 3 clusters Score -388526.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -388937.781250 Penalty: 9555.200195
	Iteration 5F: 3 clusters Score -388937.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -389259.906250 Penalty: 9555.200195
	Iteration 6F: 3 clusters Score -389259.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -389490.875000 Penalty: 9555.200195
	Iteration 7Q: 3 clusters Score -389490.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -389662.343750 Penalty: 9555.200195
	Iteration 8Q: 3 clusters Score -389662.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -389793.093750 Penalty: 9555.200195
	Iteration 9Q: 3 clusters Score -389793.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -389866.406250 Penalty: 9555.200195
	Iteration 10Q: 3 clusters Score -389866.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -389920.562500 Penalty: 9555.200195
	Iteration 11Q: 3 clusters Score -389920.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -389969.656250 Penalty: 9555.200195
	Iteration 12Q: 3 clusters Score -389969.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -390023.125000 Penalty: 9555.200195
	Iteration 13Q: 3 clusters Score -390023.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -390081.812500 Penalty: 9555.200195
	Iteration 14Q: 3 clusters Score -390081.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -390193.843750 Penalty: 9555.200195
	Iteration 15Q: 3 clusters Score -390193.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -390327.125000 Penalty: 9555.200195
	Iteration 16Q: 3 clusters Score -390327.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -390373.343750 Penalty: 9555.200195
	Iteration 17Q: 3 clusters Score -390373.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -390393.281250 Penalty: 9555.200195
	Iteration 18Q: 3 clusters Score -390393.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -390397.625000 Penalty: 9555.200195
	Iteration 19Q: 3 clusters Score -390397.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -390397.625000 Penalty: 9555.200195
	Iteration 20F: 3 clusters Score -390397.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Entering Unmasked Estep 
Score: -158492.062500 Penalty: 4247.318359
	Iteration 0F: 2 clusters Score -158492.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -154338.484375 Penalty: 8494.636719
	Iteration 0F: 3 clusters Score -154338.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -154709.296875 Penalty: 8494.636719
	Iteration 1F: 3 clusters Score -154709.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -154808.578125 Penalty: 8494.636719
	Iteration 2Q: 3 clusters Score -154808.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -154940.625000 Penalty: 8494.636719
	Iteration 3Q: 3 clusters Score -154940.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -155034.468750 Penalty: 8494.636719
	Iteration 4Q: 3 clusters Score -155034.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -155156.687500 Penalty: 8494.636719
	Iteration 5Q: 3 clusters Score -155156.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -155301.046875 Penalty: 8494.636719
	Iteration 6Q: 3 clusters Score -155301 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -155356.218750 Penalty: 8494.636719
	Iteration 7Q: 3 clusters Score -155356.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -155404.234375 Penalty: 8494.636719
	Iteration 8Q: 3 clusters Score -155404.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -155448.906250 Penalty: 8494.636719
	Iteration 9Q: 3 clusters Score -155448.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -155509.546875 Penalty: 8494.636719
	Iteration 10Q: 3 clusters Score -155509.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -155543.015625 Penalty: 8494.636719
	Iteration 11Q: 3 clusters Score -155543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -155565.109375 Penalty: 8494.636719
	Iteration 12Q: 3 clusters Score -155565.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -155571.125000 Penalty: 8494.636719
	Iteration 13Q: 3 clusters Score -155571.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -155582.203125 Penalty: 8494.636719
	Iteration 14Q: 3 clusters Score -155582.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -155586.531250 Penalty: 8494.636719
	Iteration 15Q: 3 clusters Score -155586.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -155591.359375 Penalty: 8494.636719
	Iteration 16Q: 3 clusters Score -155591.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -155603.843750 Penalty: 8494.636719
	Iteration 17Q: 3 clusters Score -155603.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -155617.812500 Penalty: 8494.636719
	Iteration 18Q: 3 clusters Score -155617.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -155641.468750 Penalty: 8494.636719
	Iteration 19Q: 3 clusters Score -155641.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -155661.781250 Penalty: 8494.636719
	Iteration 20F: 3 clusters Score -155661.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -155669.296875 Penalty: 8494.636719
	Iteration 21Q: 3 clusters Score -155669.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -155672.687500 Penalty: 8494.636719
	Iteration 22Q: 3 clusters Score -155672.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -155672.687500 Penalty: 8494.636719
	Iteration 23F: 3 clusters Score -155672.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Entering Unmasked Estep 
Score: -147202.093750 Penalty: 4194.403320
	Iteration 0F: 2 clusters Score -147202.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -143206.406250 Penalty: 8388.806641
	Iteration 0F: 3 clusters Score -143206.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -143560.781250 Penalty: 8388.806641
	Iteration 1F: 3 clusters Score -143560.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -143675.359375 Penalty: 8388.806641
	Iteration 2Q: 3 clusters Score -143675.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -143733.562500 Penalty: 8388.806641
	Iteration 3Q: 3 clusters Score -143733.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -143773.734375 Penalty: 8388.806641
	Iteration 4Q: 3 clusters Score -143773.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -143799.906250 Penalty: 8388.806641
	Iteration 5Q: 3 clusters Score -143799.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -143806.984375 Penalty: 8388.806641
	Iteration 6Q: 3 clusters Score -143807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -143814.968750 Penalty: 8388.806641
	Iteration 7Q: 3 clusters Score -143815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -143819.062500 Penalty: 8388.806641
	Iteration 8Q: 3 clusters Score -143819.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -143825.500000 Penalty: 8388.806641
	Iteration 9Q: 3 clusters Score -143825.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -143827.843750 Penalty: 8388.806641
	Iteration 10Q: 3 clusters Score -143827.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -143830.796875 Penalty: 8388.806641
	Iteration 11Q: 3 clusters Score -143830.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -143830.796875 Penalty: 8388.806641
	Iteration 12F: 3 clusters Score -143830.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (130868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130868 members 
Entering Unmasked Estep 
Score: -22593776.000000 Penalty: 7216.440918
	Iteration 0F: 2 clusters Score -2.259378e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65216 members 
Mstep: Class 2 contains 65652 members 
Entering Unmasked Estep 
Score: -22505468.000000 Penalty: 14432.881836
	Iteration 0F: 3 clusters Score -2.250547e+07 nChanged 60640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63138 members 
Mstep: Class 2 contains 67730 members 
Entering Unmasked Estep 
Score: -22538744.000000 Penalty: 14432.881836
	Iteration 1F: 3 clusters Score -2.253874e+07 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61634 members 
Mstep: Class 2 contains 69234 members 
Entering Unmasked Estep 
Score: -22540156.000000 Penalty: 14432.881836
	Iteration 2Q: 3 clusters Score -2.254016e+07 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59489 members 
Mstep: Class 2 contains 71379 members 
Entering Unmasked Estep 
Score: -22541262.000000 Penalty: 14432.881836
	Iteration 3Q: 3 clusters Score -2.254126e+07 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56326 members 
Mstep: Class 2 contains 74542 members 
Entering Unmasked Estep 
Score: -22542896.000000 Penalty: 14432.881836
	Iteration 4Q: 3 clusters Score -2.25429e+07 nChanged 5478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51892 members 
Mstep: Class 2 contains 78976 members 
Entering Unmasked Estep 
Score: -22545162.000000 Penalty: 14432.881836
	Iteration 5Q: 3 clusters Score -2.254516e+07 nChanged 6748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45768 members 
Mstep: Class 2 contains 85100 members 
Entering Unmasked Estep 
Score: -22548616.000000 Penalty: 14432.881836
	Iteration 6F: 3 clusters Score -2.254862e+07 nChanged 8694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37540 members 
Mstep: Class 2 contains 93328 members 
Entering Unmasked Estep 
Score: -22554524.000000 Penalty: 14432.881836
	Iteration 7F: 3 clusters Score -2.255452e+07 nChanged 10196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 103208 members 
Entering Unmasked Estep 
Score: -22562790.000000 Penalty: 14432.881836
	Iteration 8F: 3 clusters Score -2.256279e+07 nChanged 10128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 113110 members 
Entering Unmasked Estep 
Score: -22572240.000000 Penalty: 14432.881836
	Iteration 9F: 3 clusters Score -2.257224e+07 nChanged 7666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 120640 members 
Entering Unmasked Estep 
Score: -22579752.000000 Penalty: 14432.881836
	Iteration 10F: 3 clusters Score -2.257975e+07 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 124921 members 
Entering Unmasked Estep 
Score: -22584200.000000 Penalty: 14432.881836
	Iteration 11Q: 3 clusters Score -2.25842e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 126777 members 
Entering Unmasked Estep 
Score: -22586294.000000 Penalty: 14432.881836
	Iteration 12Q: 3 clusters Score -2.258629e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 127480 members 
Entering Unmasked Estep 
Score: -22587208.000000 Penalty: 14432.881836
	Iteration 13Q: 3 clusters Score -2.258721e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 127781 members 
Entering Unmasked Estep 
Score: -22587590.000000 Penalty: 14432.881836
	Iteration 14Q: 3 clusters Score -2.258759e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 127947 members 
Entering Unmasked Estep 
Score: -22587814.000000 Penalty: 14432.881836
	Iteration 15Q: 3 clusters Score -2.258781e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 128031 members 
Entering Unmasked Estep 
Score: -22587992.000000 Penalty: 14432.881836
	Iteration 16Q: 3 clusters Score -2.258799e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 128073 members 
Entering Unmasked Estep 
Score: -22588036.000000 Penalty: 14432.881836
	Iteration 17Q: 3 clusters Score -2.258804e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 128091 members 
Entering Unmasked Estep 
Score: -22588130.000000 Penalty: 14432.881836
	Iteration 18Q: 3 clusters Score -2.258813e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 128111 members 
Entering Unmasked Estep 
Score: -22588154.000000 Penalty: 14432.881836
	Iteration 19Q: 3 clusters Score -2.258815e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 128123 members 
Entering Unmasked Estep 
Score: -22588142.000000 Penalty: 14432.881836
	Iteration 20F: 3 clusters Score -2.258814e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 128125 members 
Entering Unmasked Estep 
Score: -22588182.000000 Penalty: 14432.881836
	Iteration 21Q: 3 clusters Score -2.258818e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 128125 members 
Entering Unmasked Estep 
Score: -22588230.000000 Penalty: 14432.881836
	Iteration 22Q: 3 clusters Score -2.258823e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 128150 members 
Entering Unmasked Estep 
Score: -22588246.000000 Penalty: 14432.881836
	Iteration 23Q: 3 clusters Score -2.258825e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 128163 members 
Entering Unmasked Estep 
Score: -22588266.000000 Penalty: 14432.881836
	Iteration 24Q: 3 clusters Score -2.258827e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 128172 members 
Entering Unmasked Estep 
Score: -22588260.000000 Penalty: 14432.881836
	Iteration 25Q: 3 clusters Score -2.258826e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 128175 members 
Entering Unmasked Estep 
Score: -22588264.000000 Penalty: 14432.881836
	Iteration 26Q: 3 clusters Score -2.258826e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 128169 members 
Entering Unmasked Estep 
Score: -22588266.000000 Penalty: 14432.881836
	Iteration 27Q: 3 clusters Score -2.258827e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 128170 members 
Entering Unmasked Estep 
Score: -22588266.000000 Penalty: 14432.881836
	Iteration 28Q: 3 clusters Score -2.258827e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 128173 members 
Entering Unmasked Estep 
Score: -22588256.000000 Penalty: 14432.881836
	Iteration 29Q: 3 clusters Score -2.258826e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 128176 members 
Entering Unmasked Estep 
Score: -22588256.000000 Penalty: 14432.881836
	Iteration 30Q: 3 clusters Score -2.258826e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 128172 members 
Entering Unmasked Estep 
Score: -22588282.000000 Penalty: 14432.881836
	Iteration 31Q: 3 clusters Score -2.258828e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 128173 members 
Entering Unmasked Estep 
Score: -22588274.000000 Penalty: 14432.881836
	Iteration 32Q: 3 clusters Score -2.258827e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 128176 members 
Entering Unmasked Estep 
Score: -22588298.000000 Penalty: 14432.881836
	Iteration 33Q: 3 clusters Score -2.25883e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 128176 members 
Entering Unmasked Estep 
Score: -22588296.000000 Penalty: 14432.881836
	Iteration 34Q: 3 clusters Score -2.25883e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 128179 members 
Entering Unmasked Estep 
Score: -22588302.000000 Penalty: 14432.881836
	Iteration 35Q: 3 clusters Score -2.25883e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 128182 members 
Entering Unmasked Estep 
Score: -22588316.000000 Penalty: 14432.881836
	Iteration 36Q: 3 clusters Score -2.258832e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 128184 members 
Entering Unmasked Estep 
Score: -22588316.000000 Penalty: 14432.881836
	Iteration 37Q: 3 clusters Score -2.258832e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 128187 members 
Entering Unmasked Estep 
Score: -22588306.000000 Penalty: 14432.881836
	Iteration 38Q: 3 clusters Score -2.258831e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 128191 members 
Entering Unmasked Estep 
Score: -22588302.000000 Penalty: 14432.881836
	Iteration 39Q: 3 clusters Score -2.25883e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 128191 members 
Entering Unmasked Estep 
Score: -22588304.000000 Penalty: 14432.881836
	Iteration 40F: 3 clusters Score -2.25883e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 128187 members 
Entering Unmasked Estep 
Score: -22588312.000000 Penalty: 14432.881836
	Iteration 41Q: 3 clusters Score -2.258831e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 128185 members 
Entering Unmasked Estep 
Score: -22588314.000000 Penalty: 14432.881836
	Iteration 42Q: 3 clusters Score -2.258831e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 128183 members 
Entering Unmasked Estep 
Score: -22588302.000000 Penalty: 14432.881836
	Iteration 43Q: 3 clusters Score -2.25883e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 128179 members 
Entering Unmasked Estep 
Score: -22588318.000000 Penalty: 14432.881836
	Iteration 44Q: 3 clusters Score -2.258832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 128177 members 
Entering Unmasked Estep 
Score: -22588322.000000 Penalty: 14432.881836
	Iteration 45Q: 3 clusters Score -2.258832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 128173 members 
Entering Unmasked Estep 
Score: -22588316.000000 Penalty: 14432.881836
	Iteration 46Q: 3 clusters Score -2.258832e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 128172 members 
Entering Unmasked Estep 
Score: -22588312.000000 Penalty: 14432.881836
	Iteration 47Q: 3 clusters Score -2.258831e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 128171 members 
Entering Unmasked Estep 
Score: -22588308.000000 Penalty: 14432.881836
	Iteration 48Q: 3 clusters Score -2.258831e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 128171 members 
Entering Unmasked Estep 
Score: -22588310.000000 Penalty: 14432.881836
	Iteration 49Q: 3 clusters Score -2.258831e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 128172 members 
Entering Unmasked Estep 
Score: -22588320.000000 Penalty: 14432.881836
	Iteration 50Q: 3 clusters Score -2.258832e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 128175 members 
Entering Unmasked Estep 
Score: -22588324.000000 Penalty: 14432.881836
	Iteration 51Q: 3 clusters Score -2.258832e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 128178 members 
Entering Unmasked Estep 
Score: -22588324.000000 Penalty: 14432.881836
	Iteration 52Q: 3 clusters Score -2.258832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 128177 members 
Entering Unmasked Estep 
Score: -22588316.000000 Penalty: 14432.881836
	Iteration 53Q: 3 clusters Score -2.258832e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 128178 members 
Entering Unmasked Estep 
Score: -22588334.000000 Penalty: 14432.881836
	Iteration 54Q: 3 clusters Score -2.258833e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 128177 members 
Entering Unmasked Estep 
Score: -22588342.000000 Penalty: 14432.881836
	Iteration 55Q: 3 clusters Score -2.258834e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 128177 members 
Entering Unmasked Estep 
Score: -22588340.000000 Penalty: 14432.881836
	Iteration 56Q: 3 clusters Score -2.258834e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 128177 members 
Entering Unmasked Estep 
Score: -22588338.000000 Penalty: 14432.881836
	Iteration 57Q: 3 clusters Score -2.258834e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 128178 members 
Entering Unmasked Estep 
Score: -22588354.000000 Penalty: 14432.881836
	Iteration 58Q: 3 clusters Score -2.258835e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 128178 members 
Entering Unmasked Estep 
Score: -22588354.000000 Penalty: 14432.881836
	Iteration 59F: 3 clusters Score -2.258835e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Entering Unmasked Estep 
Score: -1727059.375000 Penalty: 5668.879883
	Iteration 0F: 2 clusters Score -1727059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1716646.375000 Penalty: 11337.759766
	Iteration 0F: 3 clusters Score -1716646 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1718872.000000 Penalty: 11337.759766
	Iteration 1F: 3 clusters Score -1718872 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1719453.500000 Penalty: 11337.759766
	Iteration 2F: 3 clusters Score -1719454 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1719913.000000 Penalty: 11337.759766
	Iteration 3F: 3 clusters Score -1719913 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1720277.750000 Penalty: 11337.759766
	Iteration 4Q: 3 clusters Score -1720278 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1720615.500000 Penalty: 11337.759766
	Iteration 5Q: 3 clusters Score -1720616 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1720939.000000 Penalty: 11337.759766
	Iteration 6Q: 3 clusters Score -1720939 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1721270.000000 Penalty: 11337.759766
	Iteration 7Q: 3 clusters Score -1721270 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1721554.750000 Penalty: 11337.759766
	Iteration 8Q: 3 clusters Score -1721555 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1721797.500000 Penalty: 11337.759766
	Iteration 9Q: 3 clusters Score -1721798 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1722001.250000 Penalty: 11337.759766
	Iteration 10Q: 3 clusters Score -1722001 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1722178.250000 Penalty: 11337.759766
	Iteration 11Q: 3 clusters Score -1722178 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1722316.875000 Penalty: 11337.759766
	Iteration 12Q: 3 clusters Score -1722317 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1722432.500000 Penalty: 11337.759766
	Iteration 13Q: 3 clusters Score -1722432 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1722531.375000 Penalty: 11337.759766
	Iteration 14Q: 3 clusters Score -1722531 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1722609.500000 Penalty: 11337.759766
	Iteration 15Q: 3 clusters Score -1722610 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1722671.000000 Penalty: 11337.759766
	Iteration 16Q: 3 clusters Score -1722671 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1722708.875000 Penalty: 11337.759766
	Iteration 17Q: 3 clusters Score -1722709 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1722763.375000 Penalty: 11337.759766
	Iteration 18Q: 3 clusters Score -1722763 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1722809.500000 Penalty: 11337.759766
	Iteration 19Q: 3 clusters Score -1722810 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1722850.625000 Penalty: 11337.759766
	Iteration 20F: 3 clusters Score -1722851 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1722879.500000 Penalty: 11337.759766
	Iteration 21Q: 3 clusters Score -1722880 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1722903.875000 Penalty: 11337.759766
	Iteration 22Q: 3 clusters Score -1722904 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1722925.125000 Penalty: 11337.759766
	Iteration 23Q: 3 clusters Score -1722925 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1722940.375000 Penalty: 11337.759766
	Iteration 24Q: 3 clusters Score -1722940 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1722956.875000 Penalty: 11337.759766
	Iteration 25Q: 3 clusters Score -1722957 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1722974.000000 Penalty: 11337.759766
	Iteration 26Q: 3 clusters Score -1722974 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1722981.500000 Penalty: 11337.759766
	Iteration 27Q: 3 clusters Score -1722982 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1722991.375000 Penalty: 11337.759766
	Iteration 28Q: 3 clusters Score -1722991 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1723007.625000 Penalty: 11337.759766
	Iteration 29Q: 3 clusters Score -1723008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1723019.125000 Penalty: 11337.759766
	Iteration 30Q: 3 clusters Score -1723019 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1723023.875000 Penalty: 11337.759766
	Iteration 31Q: 3 clusters Score -1723024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1723030.000000 Penalty: 11337.759766
	Iteration 32Q: 3 clusters Score -1723030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1723034.625000 Penalty: 11337.759766
	Iteration 33Q: 3 clusters Score -1723035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1723037.375000 Penalty: 11337.759766
	Iteration 34Q: 3 clusters Score -1723037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1723036.000000 Penalty: 11337.759766
	Iteration 35Q: 3 clusters Score -1723036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1723036.125000 Penalty: 11337.759766
	Iteration 36Q: 3 clusters Score -1723036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1723041.000000 Penalty: 11337.759766
	Iteration 37Q: 3 clusters Score -1723041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1723044.500000 Penalty: 11337.759766
	Iteration 38Q: 3 clusters Score -1723044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1723047.875000 Penalty: 11337.759766
	Iteration 39Q: 3 clusters Score -1723048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1723051.125000 Penalty: 11337.759766
	Iteration 40F: 3 clusters Score -1723051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1723047.250000 Penalty: 11337.759766
	Iteration 41Q: 3 clusters Score -1723047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1723052.500000 Penalty: 11337.759766
	Iteration 42Q: 3 clusters Score -1723052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1723052.500000 Penalty: 11337.759766
	Iteration 43F: 3 clusters Score -1723052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Entering Unmasked Estep 
Score: -186080.890625 Penalty: 4324.015625
	Iteration 0F: 2 clusters Score -186080.9 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 565 members 
Entering Unmasked Estep 
Score: -181797.140625 Penalty: 8648.031250
	Iteration 0F: 3 clusters Score -181797.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -182256.781250 Penalty: 8648.031250
	Iteration 1F: 3 clusters Score -182256.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -182391.015625 Penalty: 8648.031250
	Iteration 2Q: 3 clusters Score -182391 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -182434.750000 Penalty: 8648.031250
	Iteration 3Q: 3 clusters Score -182434.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -182472.500000 Penalty: 8648.031250
	Iteration 4Q: 3 clusters Score -182472.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -182485.718750 Penalty: 8648.031250
	Iteration 5Q: 3 clusters Score -182485.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -182498.390625 Penalty: 8648.031250
	Iteration 6Q: 3 clusters Score -182498.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -182502.531250 Penalty: 8648.031250
	Iteration 7Q: 3 clusters Score -182502.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -182502.531250 Penalty: 8648.031250
	Iteration 8F: 3 clusters Score -182502.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (39263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39263 members 
Entering Unmasked Estep 
Score: -6595259.500000 Penalty: 6479.048340
	Iteration 0F: 2 clusters Score -6595260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -6566483.500000 Penalty: 12958.096680
	Iteration 0F: 3 clusters Score -6566484 nChanged 16982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -6575310.500000 Penalty: 12958.096680
	Iteration 1F: 3 clusters Score -6575310 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -6576140.500000 Penalty: 12958.096680
	Iteration 2F: 3 clusters Score -6576140 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -6576854.000000 Penalty: 12958.096680
	Iteration 3Q: 3 clusters Score -6576854 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -6577458.000000 Penalty: 12958.096680
	Iteration 4Q: 3 clusters Score -6577458 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -6578178.000000 Penalty: 12958.096680
	Iteration 5Q: 3 clusters Score -6578178 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -6578867.500000 Penalty: 12958.096680
	Iteration 6Q: 3 clusters Score -6578868 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -6579720.500000 Penalty: 12958.096680
	Iteration 7Q: 3 clusters Score -6579720 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -6580607.500000 Penalty: 12958.096680
	Iteration 8Q: 3 clusters Score -6580608 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -6581529.000000 Penalty: 12958.096680
	Iteration 9Q: 3 clusters Score -6581529 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -6582545.500000 Penalty: 12958.096680
	Iteration 10Q: 3 clusters Score -6582546 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -6583669.000000 Penalty: 12958.096680
	Iteration 11Q: 3 clusters Score -6583669 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25758 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -6584727.000000 Penalty: 12958.096680
	Iteration 12Q: 3 clusters Score -6584727 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27019 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -6585604.500000 Penalty: 12958.096680
	Iteration 13Q: 3 clusters Score -6585604 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -6586447.000000 Penalty: 12958.096680
	Iteration 14Q: 3 clusters Score -6586447 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29222 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -6587080.000000 Penalty: 12958.096680
	Iteration 15Q: 3 clusters Score -6587080 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30175 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -6587622.000000 Penalty: 12958.096680
	Iteration 16Q: 3 clusters Score -6587622 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31015 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -6588190.000000 Penalty: 12958.096680
	Iteration 17Q: 3 clusters Score -6588190 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31746 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -6588641.000000 Penalty: 12958.096680
	Iteration 18Q: 3 clusters Score -6588641 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32360 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -6589140.500000 Penalty: 12958.096680
	Iteration 19Q: 3 clusters Score -6589140 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32836 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -6589611.500000 Penalty: 12958.096680
	Iteration 20F: 3 clusters Score -6589612 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33198 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -6590137.500000 Penalty: 12958.096680
	Iteration 21Q: 3 clusters Score -6590138 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33477 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -6590529.000000 Penalty: 12958.096680
	Iteration 22Q: 3 clusters Score -6590529 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33692 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -6590795.000000 Penalty: 12958.096680
	Iteration 23Q: 3 clusters Score -6590795 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33887 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -6591000.000000 Penalty: 12958.096680
	Iteration 24Q: 3 clusters Score -6591000 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34099 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -6591170.000000 Penalty: 12958.096680
	Iteration 25Q: 3 clusters Score -6591170 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34244 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -6591298.000000 Penalty: 12958.096680
	Iteration 26Q: 3 clusters Score -6591298 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34344 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -6591391.000000 Penalty: 12958.096680
	Iteration 27Q: 3 clusters Score -6591391 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34452 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -6591434.500000 Penalty: 12958.096680
	Iteration 28Q: 3 clusters Score -6591434 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34531 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -6591485.500000 Penalty: 12958.096680
	Iteration 29Q: 3 clusters Score -6591486 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34599 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -6591540.000000 Penalty: 12958.096680
	Iteration 30Q: 3 clusters Score -6591540 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34650 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -6591562.000000 Penalty: 12958.096680
	Iteration 31Q: 3 clusters Score -6591562 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34695 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -6591587.500000 Penalty: 12958.096680
	Iteration 32Q: 3 clusters Score -6591588 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34744 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -6591601.000000 Penalty: 12958.096680
	Iteration 33Q: 3 clusters Score -6591601 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34780 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -6591605.000000 Penalty: 12958.096680
	Iteration 34Q: 3 clusters Score -6591605 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34817 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -6591639.500000 Penalty: 12958.096680
	Iteration 35Q: 3 clusters Score -6591640 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34830 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -6591645.500000 Penalty: 12958.096680
	Iteration 36Q: 3 clusters Score -6591646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34837 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -6591656.500000 Penalty: 12958.096680
	Iteration 37Q: 3 clusters Score -6591656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34845 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -6591650.000000 Penalty: 12958.096680
	Iteration 38Q: 3 clusters Score -6591650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34852 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -6591655.500000 Penalty: 12958.096680
	Iteration 39Q: 3 clusters Score -6591656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34859 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -6591669.500000 Penalty: 12958.096680
	Iteration 40F: 3 clusters Score -6591670 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34870 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -6591678.500000 Penalty: 12958.096680
	Iteration 41Q: 3 clusters Score -6591678 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34884 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -6591687.500000 Penalty: 12958.096680
	Iteration 42Q: 3 clusters Score -6591688 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34901 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -6591692.000000 Penalty: 12958.096680
	Iteration 43Q: 3 clusters Score -6591692 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34914 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -6591675.000000 Penalty: 12958.096680
	Iteration 44Q: 3 clusters Score -6591675 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34917 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -6591694.500000 Penalty: 12958.096680
	Iteration 45Q: 3 clusters Score -6591694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34918 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -6591701.000000 Penalty: 12958.096680
	Iteration 46Q: 3 clusters Score -6591701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34920 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -6591689.500000 Penalty: 12958.096680
	Iteration 47Q: 3 clusters Score -6591690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34920 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -6591696.500000 Penalty: 12958.096680
	Iteration 48Q: 3 clusters Score -6591696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34924 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -6591698.500000 Penalty: 12958.096680
	Iteration 49Q: 3 clusters Score -6591698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34927 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -6591694.500000 Penalty: 12958.096680
	Iteration 50Q: 3 clusters Score -6591694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34928 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -6591699.500000 Penalty: 12958.096680
	Iteration 51Q: 3 clusters Score -6591700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34928 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -6591701.000000 Penalty: 12958.096680
	Iteration 52Q: 3 clusters Score -6591701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34928 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -6591701.000000 Penalty: 12958.096680
	Iteration 53F: 3 clusters Score -6591701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (30832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30832 members 
Entering Unmasked Estep 
Score: -5075305.500000 Penalty: 6330.988770
	Iteration 0F: 2 clusters Score -5075306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -5051883.000000 Penalty: 12661.977539
	Iteration 0F: 3 clusters Score -5051883 nChanged 13103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -5058905.000000 Penalty: 12661.977539
	Iteration 1F: 3 clusters Score -5058905 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -5059953.000000 Penalty: 12661.977539
	Iteration 2F: 3 clusters Score -5059953 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -5060732.000000 Penalty: 12661.977539
	Iteration 3F: 3 clusters Score -5060732 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -5061268.500000 Penalty: 12661.977539
	Iteration 4Q: 3 clusters Score -5061268 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -5061665.500000 Penalty: 12661.977539
	Iteration 5Q: 3 clusters Score -5061666 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -5062004.500000 Penalty: 12661.977539
	Iteration 6Q: 3 clusters Score -5062004 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -5062294.000000 Penalty: 12661.977539
	Iteration 7Q: 3 clusters Score -5062294 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -5062510.500000 Penalty: 12661.977539
	Iteration 8Q: 3 clusters Score -5062510 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -5062709.000000 Penalty: 12661.977539
	Iteration 9Q: 3 clusters Score -5062709 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -5062935.500000 Penalty: 12661.977539
	Iteration 10Q: 3 clusters Score -5062936 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -5063136.500000 Penalty: 12661.977539
	Iteration 11Q: 3 clusters Score -5063136 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -5063358.500000 Penalty: 12661.977539
	Iteration 12Q: 3 clusters Score -5063358 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -5063580.500000 Penalty: 12661.977539
	Iteration 13Q: 3 clusters Score -5063580 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -5063860.000000 Penalty: 12661.977539
	Iteration 14Q: 3 clusters Score -5063860 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -5064134.500000 Penalty: 12661.977539
	Iteration 15Q: 3 clusters Score -5064134 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -5064453.000000 Penalty: 12661.977539
	Iteration 16Q: 3 clusters Score -5064453 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -5064758.000000 Penalty: 12661.977539
	Iteration 17Q: 3 clusters Score -5064758 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -5065036.500000 Penalty: 12661.977539
	Iteration 18Q: 3 clusters Score -5065036 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -5065302.500000 Penalty: 12661.977539
	Iteration 19Q: 3 clusters Score -5065302 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -5065614.500000 Penalty: 12661.977539
	Iteration 20F: 3 clusters Score -5065614 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -5065935.000000 Penalty: 12661.977539
	Iteration 21Q: 3 clusters Score -5065935 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -5066224.500000 Penalty: 12661.977539
	Iteration 22Q: 3 clusters Score -5066224 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -5066518.000000 Penalty: 12661.977539
	Iteration 23Q: 3 clusters Score -5066518 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -5066844.000000 Penalty: 12661.977539
	Iteration 24Q: 3 clusters Score -5066844 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -5067126.000000 Penalty: 12661.977539
	Iteration 25Q: 3 clusters Score -5067126 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -5067361.000000 Penalty: 12661.977539
	Iteration 26Q: 3 clusters Score -5067361 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -5067588.500000 Penalty: 12661.977539
	Iteration 27Q: 3 clusters Score -5067588 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -5067816.500000 Penalty: 12661.977539
	Iteration 28Q: 3 clusters Score -5067816 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -5068001.500000 Penalty: 12661.977539
	Iteration 29Q: 3 clusters Score -5068002 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -5068181.500000 Penalty: 12661.977539
	Iteration 30Q: 3 clusters Score -5068182 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -5068378.500000 Penalty: 12661.977539
	Iteration 31Q: 3 clusters Score -5068378 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -5068495.000000 Penalty: 12661.977539
	Iteration 32Q: 3 clusters Score -5068495 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -5068610.000000 Penalty: 12661.977539
	Iteration 33Q: 3 clusters Score -5068610 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -5068740.500000 Penalty: 12661.977539
	Iteration 34Q: 3 clusters Score -5068740 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -5068858.500000 Penalty: 12661.977539
	Iteration 35Q: 3 clusters Score -5068858 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -5068970.000000 Penalty: 12661.977539
	Iteration 36Q: 3 clusters Score -5068970 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -5069078.000000 Penalty: 12661.977539
	Iteration 37Q: 3 clusters Score -5069078 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -5069199.500000 Penalty: 12661.977539
	Iteration 38Q: 3 clusters Score -5069200 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 23857 members 
Entering Unmasked Estep 
Score: -5069295.500000 Penalty: 12661.977539
	Iteration 39Q: 3 clusters Score -5069296 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
Score: -5069349.000000 Penalty: 12661.977539
	Iteration 40F: 3 clusters Score -5069349 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -5069451.500000 Penalty: 12661.977539
	Iteration 41Q: 3 clusters Score -5069452 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 24506 members 
Entering Unmasked Estep 
Score: -5069524.500000 Penalty: 12661.977539
	Iteration 42Q: 3 clusters Score -5069524 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 24714 members 
Entering Unmasked Estep 
Score: -5069615.000000 Penalty: 12661.977539
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 24909 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5069676 nChanged 170
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Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5069738 nChanged 175
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Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5069784 nChanged 166
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Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 25386 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5069824 nChanged 137
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Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5069850 nChanged 124
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Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5069904 nChanged 121
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Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 25754 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5069958 nChanged 129
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Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5069988 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 25998 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 26129 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5070072 nChanged 117
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Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5070102 nChanged 116
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Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 26344 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5070146 nChanged 115
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Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 26453 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5070191 nChanged 121
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Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 26570 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5070252 nChanged 119
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Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 26689 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5070264 nChanged 115
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Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 26800 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5070314 nChanged 93
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Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 26885 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5070366 nChanged 92
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Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 26969 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5070386 nChanged 90
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Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 27055 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5070428 nChanged 69
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Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 27120 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5070443 nChanged 60
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Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 27176 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5070463 nChanged 61
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Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 27229 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5070492 nChanged 63
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Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 27282 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5070523 nChanged 69
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Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 27345 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5070543 nChanged 55
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Mstep: Class 1 contains 3436 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5070562 nChanged 50
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Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 27444 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5070572 nChanged 38
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Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 27478 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5070593 nChanged 42
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	Iteration 71Q: 3 clusters Score -5070612 nChanged 25
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5070623 nChanged 29
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Mstep: Class 1 contains 3260 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5070630 nChanged 17
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Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5070633 nChanged 21
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Mstep: Class 1 contains 3222 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5070632 nChanged 21
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Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 27631 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3176 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 27679 members 
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	Iteration 78Q: 3 clusters Score -5070647 nChanged 38
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Mstep: Class 1 contains 3119 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5070664 nChanged 29
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Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 27738 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5070656 nChanged 23
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Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 27761 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5070672 nChanged 19
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Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 27778 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5070675 nChanged 22
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Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5070678 nChanged 19
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Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 27817 members 
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	Iteration 84Q: 3 clusters Score -5070684 nChanged 21
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Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 27830 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5070694 nChanged 11
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Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 27837 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5070679 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 27845 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5070688 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 27850 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5070700 nChanged 6
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Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 27856 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5070700 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 27863 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5070702 nChanged 8
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Mstep: Class 1 contains 2961 members 
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	Iteration 91Q: 3 clusters Score -5070706 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 27876 members 
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	Iteration 92Q: 3 clusters Score -5070694 nChanged 7
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Mstep: Class 1 contains 2951 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5070696 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2943 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5070710 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2933 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5070708 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2930 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5070718 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2927 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5070716 nChanged 6
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Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 27911 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5070717 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2918 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5070718 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2915 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5070728 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2913 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5070724 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5070740 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2904 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5070736 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 27934 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5070730 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 27935 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5070733 nChanged 3
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Mstep: Class 1 contains 2894 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5070736 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2891 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5070736 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 27944 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5070738 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 27949 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5070736 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 27955 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5070733 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 27963 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5070741 nChanged 7
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Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 27968 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5070742 nChanged 5
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Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 27973 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5070747 nChanged 7
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Mstep: Class 1 contains 2852 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5070738 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 27986 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5070743 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 27993 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5070748 nChanged 4
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Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 27997 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5070741 nChanged 6
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Mstep: Class 1 contains 2829 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5070744 nChanged 7
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Mstep: Class 1 contains 2822 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5070741 nChanged 6
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Mstep: Class 1 contains 2816 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5070754 nChanged 3
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5070756 nChanged 2
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	Iteration 122Q: 3 clusters Score -5070756 nChanged 3
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Mstep: Class 1 contains 2808 members 
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5070753 nChanged 5
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Mstep: Class 1 contains 2803 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5070763 nChanged 5
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5070760 nChanged 7
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Mstep: Class 1 contains 2791 members 
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5070772 nChanged 5
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Mstep: Class 1 contains 2788 members 
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5070766 nChanged 4
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Mstep: Class 1 contains 2784 members 
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5070767 nChanged 5
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Mstep: Class 1 contains 2779 members 
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5070777 nChanged 6
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	Iteration 130Q: 3 clusters Score -5070777 nChanged 10
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5070780 nChanged 5
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5070784 nChanged 5
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -5070782 nChanged 4
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	Iteration 134Q: 3 clusters Score -5070787 nChanged 2
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	Iteration 135Q: 3 clusters Score -5070786 nChanged 4
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -5070776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 28088 members 
Entering Unmasked Estep 
Score: -5070779.500000 Penalty: 12661.977539
	Iteration 137Q: 3 clusters Score -5070780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 28089 members 
Entering Unmasked Estep 
Score: -5070777.500000 Penalty: 12661.977539
	Iteration 138Q: 3 clusters Score -5070778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 28089 members 
Entering Unmasked Estep 
Score: -5070777.500000 Penalty: 12661.977539
	Iteration 139F: 3 clusters Score -5070778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (68404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68404 members 
Entering Unmasked Estep 
Score: -11778409.000000 Penalty: 6819.076660
	Iteration 0F: 2 clusters Score -1.177841e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34293 members 
Mstep: Class 2 contains 34111 members 
Entering Unmasked Estep 
Score: -11730948.000000 Penalty: 13638.153320
	Iteration 0F: 3 clusters Score -1.173095e+07 nChanged 30524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34611 members 
Mstep: Class 2 contains 33793 members 
Entering Unmasked Estep 
Score: -11747553.000000 Penalty: 13638.153320
	Iteration 1F: 3 clusters Score -1.174755e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34873 members 
Mstep: Class 2 contains 33531 members 
Entering Unmasked Estep 
Score: -11748471.000000 Penalty: 13638.153320
	Iteration 2Q: 3 clusters Score -1.174847e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35144 members 
Mstep: Class 2 contains 33260 members 
Entering Unmasked Estep 
Score: -11749274.000000 Penalty: 13638.153320
	Iteration 3Q: 3 clusters Score -1.174927e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35539 members 
Mstep: Class 2 contains 32865 members 
Entering Unmasked Estep 
Score: -11749922.000000 Penalty: 13638.153320
	Iteration 4Q: 3 clusters Score -1.174992e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36069 members 
Mstep: Class 2 contains 32335 members 
Entering Unmasked Estep 
Score: -11750545.000000 Penalty: 13638.153320
	Iteration 5Q: 3 clusters Score -1.175054e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36810 members 
Mstep: Class 2 contains 31594 members 
Entering Unmasked Estep 
Score: -11751267.000000 Penalty: 13638.153320
	Iteration 6Q: 3 clusters Score -1.175127e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37843 members 
Mstep: Class 2 contains 30561 members 
Entering Unmasked Estep 
Score: -11752081.000000 Penalty: 13638.153320
	Iteration 7Q: 3 clusters Score -1.175208e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39280 members 
Mstep: Class 2 contains 29124 members 
Entering Unmasked Estep 
Score: -11753196.000000 Penalty: 13638.153320
	Iteration 8Q: 3 clusters Score -1.17532e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41197 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -11754521.000000 Penalty: 13638.153320
	Iteration 9Q: 3 clusters Score -1.175452e+07 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43631 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
Score: -11756530.000000 Penalty: 13638.153320
	Iteration 10Q: 3 clusters Score -1.175653e+07 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46583 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -11759266.000000 Penalty: 13638.153320
	Iteration 11F: 3 clusters Score -1.175927e+07 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49721 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -11762588.000000 Penalty: 13638.153320
	Iteration 12F: 3 clusters Score -1.176259e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52585 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -11765863.000000 Penalty: 13638.153320
	Iteration 13F: 3 clusters Score -1.176586e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54672 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -11768583.000000 Penalty: 13638.153320
	Iteration 14Q: 3 clusters Score -1.176858e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56102 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -11770177.000000 Penalty: 13638.153320
	Iteration 15Q: 3 clusters Score -1.177018e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57068 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -11771053.000000 Penalty: 13638.153320
	Iteration 16Q: 3 clusters Score -1.177105e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57727 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -11771440.000000 Penalty: 13638.153320
	Iteration 17Q: 3 clusters Score -1.177144e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58276 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -11771655.000000 Penalty: 13638.153320
	Iteration 18Q: 3 clusters Score -1.177166e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58727 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -11771828.000000 Penalty: 13638.153320
	Iteration 19Q: 3 clusters Score -1.177183e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59111 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -11771963.000000 Penalty: 13638.153320
	Iteration 20F: 3 clusters Score -1.177196e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59450 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -11772036.000000 Penalty: 13638.153320
	Iteration 21Q: 3 clusters Score -1.177204e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59760 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -11772122.000000 Penalty: 13638.153320
	Iteration 22Q: 3 clusters Score -1.177212e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60026 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -11772193.000000 Penalty: 13638.153320
	Iteration 23Q: 3 clusters Score -1.177219e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60267 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -11772281.000000 Penalty: 13638.153320
	Iteration 24Q: 3 clusters Score -1.177228e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60494 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -11772329.000000 Penalty: 13638.153320
	Iteration 25Q: 3 clusters Score -1.177233e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60679 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -11772398.000000 Penalty: 13638.153320
	Iteration 26Q: 3 clusters Score -1.17724e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60857 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -11772375.000000 Penalty: 13638.153320
	Iteration 27Q: 3 clusters Score -1.177238e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61037 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -11772428.000000 Penalty: 13638.153320
	Iteration 28Q: 3 clusters Score -1.177243e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61202 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -11772474.000000 Penalty: 13638.153320
	Iteration 29Q: 3 clusters Score -1.177247e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61346 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -11772488.000000 Penalty: 13638.153320
	Iteration 30Q: 3 clusters Score -1.177249e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61479 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -11772528.000000 Penalty: 13638.153320
	Iteration 31Q: 3 clusters Score -1.177253e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61580 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -11772524.000000 Penalty: 13638.153320
	Iteration 32Q: 3 clusters Score -1.177252e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61687 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -11772557.000000 Penalty: 13638.153320
	Iteration 33Q: 3 clusters Score -1.177256e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61792 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -11772566.000000 Penalty: 13638.153320
	Iteration 34Q: 3 clusters Score -1.177257e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61883 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -11772593.000000 Penalty: 13638.153320
	Iteration 35Q: 3 clusters Score -1.177259e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61968 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -11772627.000000 Penalty: 13638.153320
	Iteration 36Q: 3 clusters Score -1.177263e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62058 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -11772629.000000 Penalty: 13638.153320
	Iteration 37Q: 3 clusters Score -1.177263e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62147 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -11772662.000000 Penalty: 13638.153320
	Iteration 38Q: 3 clusters Score -1.177266e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62227 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -11772694.000000 Penalty: 13638.153320
	Iteration 39Q: 3 clusters Score -1.177269e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62323 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -11772693.000000 Penalty: 13638.153320
	Iteration 40F: 3 clusters Score -1.177269e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62398 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -11772708.000000 Penalty: 13638.153320
	Iteration 41Q: 3 clusters Score -1.177271e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62478 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -11772699.000000 Penalty: 13638.153320
	Iteration 42Q: 3 clusters Score -1.17727e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62564 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -11772762.000000 Penalty: 13638.153320
	Iteration 43Q: 3 clusters Score -1.177276e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62658 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -11772742.000000 Penalty: 13638.153320
	Iteration 44Q: 3 clusters Score -1.177274e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62729 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -11772770.000000 Penalty: 13638.153320
	Iteration 45Q: 3 clusters Score -1.177277e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62786 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -11772781.000000 Penalty: 13638.153320
	Iteration 46Q: 3 clusters Score -1.177278e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62841 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -11772777.000000 Penalty: 13638.153320
	Iteration 47Q: 3 clusters Score -1.177278e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62898 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -11772790.000000 Penalty: 13638.153320
	Iteration 48Q: 3 clusters Score -1.177279e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62955 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -11772788.000000 Penalty: 13638.153320
	Iteration 49Q: 3 clusters Score -1.177279e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63016 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -11772800.000000 Penalty: 13638.153320
	Iteration 50Q: 3 clusters Score -1.17728e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63073 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -11772803.000000 Penalty: 13638.153320
	Iteration 51Q: 3 clusters Score -1.17728e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63121 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -11772820.000000 Penalty: 13638.153320
	Iteration 52Q: 3 clusters Score -1.177282e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63167 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -11772843.000000 Penalty: 13638.153320
	Iteration 53Q: 3 clusters Score -1.177284e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63206 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -11772840.000000 Penalty: 13638.153320
	Iteration 54Q: 3 clusters Score -1.177284e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63250 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -11772873.000000 Penalty: 13638.153320
	Iteration 55Q: 3 clusters Score -1.177287e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63297 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -11772875.000000 Penalty: 13638.153320
	Iteration 56Q: 3 clusters Score -1.177288e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63346 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -11772881.000000 Penalty: 13638.153320
	Iteration 57Q: 3 clusters Score -1.177288e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63399 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -11772899.000000 Penalty: 13638.153320
	Iteration 58Q: 3 clusters Score -1.17729e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63441 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -11772916.000000 Penalty: 13638.153320
	Iteration 59Q: 3 clusters Score -1.177292e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63486 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -11772953.000000 Penalty: 13638.153320
	Iteration 60F: 3 clusters Score -1.177295e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63524 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -11772968.000000 Penalty: 13638.153320
	Iteration 61Q: 3 clusters Score -1.177297e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63551 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -11772966.000000 Penalty: 13638.153320
	Iteration 62Q: 3 clusters Score -1.177297e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63587 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -11772951.000000 Penalty: 13638.153320
	Iteration 63Q: 3 clusters Score -1.177295e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63624 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -11772962.000000 Penalty: 13638.153320
	Iteration 64Q: 3 clusters Score -1.177296e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63650 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -11772972.000000 Penalty: 13638.153320
	Iteration 65Q: 3 clusters Score -1.177297e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63680 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -11772966.000000 Penalty: 13638.153320
	Iteration 66Q: 3 clusters Score -1.177297e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63711 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -11772962.000000 Penalty: 13638.153320
	Iteration 67Q: 3 clusters Score -1.177296e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63737 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -11772967.000000 Penalty: 13638.153320
	Iteration 68Q: 3 clusters Score -1.177297e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63765 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -11772952.000000 Penalty: 13638.153320
	Iteration 69Q: 3 clusters Score -1.177295e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63798 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -11772975.000000 Penalty: 13638.153320
	Iteration 70Q: 3 clusters Score -1.177298e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63829 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -11772981.000000 Penalty: 13638.153320
	Iteration 71Q: 3 clusters Score -1.177298e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63853 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -11772991.000000 Penalty: 13638.153320
	Iteration 72Q: 3 clusters Score -1.177299e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63885 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -11772986.000000 Penalty: 13638.153320
	Iteration 73Q: 3 clusters Score -1.177299e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63913 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -11772998.000000 Penalty: 13638.153320
	Iteration 74Q: 3 clusters Score -1.1773e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63954 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -11773000.000000 Penalty: 13638.153320
	Iteration 75Q: 3 clusters Score -1.1773e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63987 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -11772988.000000 Penalty: 13638.153320
	Iteration 76Q: 3 clusters Score -1.177299e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64012 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -11772993.000000 Penalty: 13638.153320
	Iteration 77Q: 3 clusters Score -1.177299e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64036 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -11772999.000000 Penalty: 13638.153320
	Iteration 78Q: 3 clusters Score -1.1773e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64048 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -11773006.000000 Penalty: 13638.153320
	Iteration 79Q: 3 clusters Score -1.177301e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64062 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -11773013.000000 Penalty: 13638.153320
	Iteration 80F: 3 clusters Score -1.177301e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64077 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -11773016.000000 Penalty: 13638.153320
	Iteration 81Q: 3 clusters Score -1.177302e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64097 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -11773011.000000 Penalty: 13638.153320
	Iteration 82Q: 3 clusters Score -1.177301e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64114 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -11773015.000000 Penalty: 13638.153320
	Iteration 83Q: 3 clusters Score -1.177302e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64134 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -11773022.000000 Penalty: 13638.153320
	Iteration 84Q: 3 clusters Score -1.177302e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64153 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -11773035.000000 Penalty: 13638.153320
	Iteration 85Q: 3 clusters Score -1.177304e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64168 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -11773045.000000 Penalty: 13638.153320
	Iteration 86Q: 3 clusters Score -1.177304e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64188 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -11773045.000000 Penalty: 13638.153320
	Iteration 87Q: 3 clusters Score -1.177304e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64205 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -11773040.000000 Penalty: 13638.153320
	Iteration 88Q: 3 clusters Score -1.177304e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64224 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -11773031.000000 Penalty: 13638.153320
	Iteration 89Q: 3 clusters Score -1.177303e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64243 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -11773050.000000 Penalty: 13638.153320
	Iteration 90Q: 3 clusters Score -1.177305e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64258 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -11773058.000000 Penalty: 13638.153320
	Iteration 91Q: 3 clusters Score -1.177306e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64269 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -11773065.000000 Penalty: 13638.153320
	Iteration 92Q: 3 clusters Score -1.177306e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64280 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -11773049.000000 Penalty: 13638.153320
	Iteration 93Q: 3 clusters Score -1.177305e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64292 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -11773053.000000 Penalty: 13638.153320
	Iteration 94Q: 3 clusters Score -1.177305e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64302 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -11773068.000000 Penalty: 13638.153320
	Iteration 95Q: 3 clusters Score -1.177307e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64315 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -11773081.000000 Penalty: 13638.153320
	Iteration 96Q: 3 clusters Score -1.177308e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64326 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -11773070.000000 Penalty: 13638.153320
	Iteration 97Q: 3 clusters Score -1.177307e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64336 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -11773086.000000 Penalty: 13638.153320
	Iteration 98Q: 3 clusters Score -1.177309e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64352 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -11773097.000000 Penalty: 13638.153320
	Iteration 99Q: 3 clusters Score -1.17731e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64363 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -11773097.000000 Penalty: 13638.153320
	Iteration 100F: 3 clusters Score -1.17731e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64368 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -11773081.000000 Penalty: 13638.153320
	Iteration 101Q: 3 clusters Score -1.177308e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64377 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -11773088.000000 Penalty: 13638.153320
	Iteration 102Q: 3 clusters Score -1.177309e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64386 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -11773101.000000 Penalty: 13638.153320
	Iteration 103Q: 3 clusters Score -1.17731e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64392 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -11773102.000000 Penalty: 13638.153320
	Iteration 104Q: 3 clusters Score -1.17731e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64402 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -11773095.000000 Penalty: 13638.153320
	Iteration 105Q: 3 clusters Score -1.17731e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64407 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -11773078.000000 Penalty: 13638.153320
	Iteration 106Q: 3 clusters Score -1.177308e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64413 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -11773083.000000 Penalty: 13638.153320
	Iteration 107Q: 3 clusters Score -1.177308e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64421 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -11773102.000000 Penalty: 13638.153320
	Iteration 108Q: 3 clusters Score -1.17731e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64430 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -11773097.000000 Penalty: 13638.153320
	Iteration 109Q: 3 clusters Score -1.17731e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64441 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -11773100.000000 Penalty: 13638.153320
	Iteration 110Q: 3 clusters Score -1.17731e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64448 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -11773107.000000 Penalty: 13638.153320
	Iteration 111Q: 3 clusters Score -1.177311e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64455 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -11773118.000000 Penalty: 13638.153320
	Iteration 112Q: 3 clusters Score -1.177312e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64459 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -11773111.000000 Penalty: 13638.153320
	Iteration 113Q: 3 clusters Score -1.177311e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64462 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -11773122.000000 Penalty: 13638.153320
	Iteration 114Q: 3 clusters Score -1.177312e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64464 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -11773122.000000 Penalty: 13638.153320
	Iteration 115Q: 3 clusters Score -1.177312e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64465 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -11773114.000000 Penalty: 13638.153320
	Iteration 116Q: 3 clusters Score -1.177311e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64467 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -11773120.000000 Penalty: 13638.153320
	Iteration 117Q: 3 clusters Score -1.177312e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64470 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -11773132.000000 Penalty: 13638.153320
	Iteration 118Q: 3 clusters Score -1.177313e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64474 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -11773126.000000 Penalty: 13638.153320
	Iteration 119Q: 3 clusters Score -1.177313e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64480 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -11773125.000000 Penalty: 13638.153320
	Iteration 120F: 3 clusters Score -1.177312e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64485 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -11773126.000000 Penalty: 13638.153320
	Iteration 121Q: 3 clusters Score -1.177313e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64488 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -11773131.000000 Penalty: 13638.153320
	Iteration 122Q: 3 clusters Score -1.177313e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64490 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -11773123.000000 Penalty: 13638.153320
	Iteration 123Q: 3 clusters Score -1.177312e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64490 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -11773123.000000 Penalty: 13638.153320
	Iteration 124F: 3 clusters Score -1.177312e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Entering Unmasked Estep 
Score: -61983.660156 Penalty: 3715.491211
	Iteration 0F: 2 clusters Score -61983.66 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 216 members 
Entering Unmasked Estep 
Score: -58881.144531 Penalty: 7430.982422
	Iteration 0F: 3 clusters Score -58881.14 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -58986.683594 Penalty: 7430.982422
	Iteration 1Q: 3 clusters Score -58986.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -59014.585938 Penalty: 7430.982422
	Iteration 2Q: 3 clusters Score -59014.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -59019.914062 Penalty: 7430.982422
	Iteration 3Q: 3 clusters Score -59019.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -59019.914062 Penalty: 7430.982422
	Iteration 4F: 3 clusters Score -59019.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Entering Unmasked Estep 
Score: -112498.796875 Penalty: 4034.874512
	Iteration 0F: 2 clusters Score -112498.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -108766.539062 Penalty: 8069.749023
	Iteration 0F: 3 clusters Score -108766.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -109057.195312 Penalty: 8069.749023
	Iteration 1F: 3 clusters Score -109057.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -109100.390625 Penalty: 8069.749023
	Iteration 2Q: 3 clusters Score -109100.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -109125.890625 Penalty: 8069.749023
	Iteration 3Q: 3 clusters Score -109125.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -109136.632812 Penalty: 8069.749023
	Iteration 4Q: 3 clusters Score -109136.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -109148.546875 Penalty: 8069.749023
	Iteration 5Q: 3 clusters Score -109148.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -109156.031250 Penalty: 8069.749023
	Iteration 6Q: 3 clusters Score -109156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -109158.531250 Penalty: 8069.749023
	Iteration 7Q: 3 clusters Score -109158.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -109162.601562 Penalty: 8069.749023
	Iteration 8Q: 3 clusters Score -109162.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -109165.820312 Penalty: 8069.749023
	Iteration 9Q: 3 clusters Score -109165.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -109165.820312 Penalty: 8069.749023
	Iteration 10F: 3 clusters Score -109165.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Entering Unmasked Estep 
Score: -327534.406250 Penalty: 4643.178711
	Iteration 0F: 2 clusters Score -327534.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -322585.468750 Penalty: 9286.357422
	Iteration 0F: 3 clusters Score -322585.5 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -323320.031250 Penalty: 9286.357422
	Iteration 1F: 3 clusters Score -323320 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -323809.750000 Penalty: 9286.357422
	Iteration 2F: 3 clusters Score -323809.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -324107.312500 Penalty: 9286.357422
	Iteration 3F: 3 clusters Score -324107.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -324285.312500 Penalty: 9286.357422
	Iteration 4Q: 3 clusters Score -324285.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -324367.437500 Penalty: 9286.357422
	Iteration 5Q: 3 clusters Score -324367.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -324407.625000 Penalty: 9286.357422
	Iteration 6Q: 3 clusters Score -324407.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -324437.656250 Penalty: 9286.357422
	Iteration 7Q: 3 clusters Score -324437.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -324456.343750 Penalty: 9286.357422
	Iteration 8Q: 3 clusters Score -324456.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -324471.031250 Penalty: 9286.357422
	Iteration 9Q: 3 clusters Score -324471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -324480.968750 Penalty: 9286.357422
	Iteration 10Q: 3 clusters Score -324481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -324489.531250 Penalty: 9286.357422
	Iteration 11Q: 3 clusters Score -324489.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -324494.281250 Penalty: 9286.357422
	Iteration 12Q: 3 clusters Score -324494.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -324501.125000 Penalty: 9286.357422
	Iteration 13Q: 3 clusters Score -324501.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -324503.187500 Penalty: 9286.357422
	Iteration 14Q: 3 clusters Score -324503.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -324505.937500 Penalty: 9286.357422
	Iteration 15Q: 3 clusters Score -324505.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -324508.750000 Penalty: 9286.357422
	Iteration 16Q: 3 clusters Score -324508.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -324511.625000 Penalty: 9286.357422
	Iteration 17Q: 3 clusters Score -324511.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -324513.531250 Penalty: 9286.357422
	Iteration 18Q: 3 clusters Score -324513.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -324516.156250 Penalty: 9286.357422
	Iteration 19Q: 3 clusters Score -324516.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -324517.375000 Penalty: 9286.357422
	Iteration 20F: 3 clusters Score -324517.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -324518.437500 Penalty: 9286.357422
	Iteration 21Q: 3 clusters Score -324518.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -324519.968750 Penalty: 9286.357422
	Iteration 22Q: 3 clusters Score -324520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -324519.968750 Penalty: 9286.357422
	Iteration 23F: 3 clusters Score -324520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (540613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540613 members 
Entering Unmasked Estep 
Score: -92759472.000000 Penalty: 8085.280762
	Iteration 0F: 2 clusters Score -9.275947e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270093 members 
Mstep: Class 2 contains 270520 members 
Entering Unmasked Estep 
Score: -92435304.000000 Penalty: 16170.561523
	Iteration 0F: 3 clusters Score -9.24353e+07 nChanged 259865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268654 members 
Mstep: Class 2 contains 271959 members 
Entering Unmasked Estep 
Score: -92587112.000000 Penalty: 16170.561523
	Iteration 1F: 3 clusters Score -9.258711e+07 nChanged 12229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267111 members 
Mstep: Class 2 contains 273502 members 
Entering Unmasked Estep 
Score: -92589040.000000 Penalty: 16170.561523
	Iteration 2Q: 3 clusters Score -9.258904e+07 nChanged 13103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264454 members 
Mstep: Class 2 contains 276159 members 
Entering Unmasked Estep 
Score: -92591848.000000 Penalty: 16170.561523
	Iteration 3Q: 3 clusters Score -9.259185e+07 nChanged 14362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260268 members 
Mstep: Class 2 contains 280345 members 
Entering Unmasked Estep 
Score: -92595168.000000 Penalty: 16170.561523
	Iteration 4Q: 3 clusters Score -9.259517e+07 nChanged 16872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253442 members 
Mstep: Class 2 contains 287171 members 
Entering Unmasked Estep 
Score: -92599592.000000 Penalty: 16170.561523
	Iteration 5Q: 3 clusters Score -9.259959e+07 nChanged 20944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242930 members 
Mstep: Class 2 contains 297683 members 
Entering Unmasked Estep 
Score: -92606520.000000 Penalty: 16170.561523
	Iteration 6Q: 3 clusters Score -9.260652e+07 nChanged 26188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227354 members 
Mstep: Class 2 contains 313259 members 
Entering Unmasked Estep 
Score: -92618120.000000 Penalty: 16170.561523
	Iteration 7Q: 3 clusters Score -9.261812e+07 nChanged 31929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205789 members 
Mstep: Class 2 contains 334824 members 
Entering Unmasked Estep 
Score: -92635416.000000 Penalty: 16170.561523
	Iteration 8F: 3 clusters Score -9.263542e+07 nChanged 36890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178255 members 
Mstep: Class 2 contains 362358 members 
Entering Unmasked Estep 
Score: -92658160.000000 Penalty: 16170.561523
	Iteration 9F: 3 clusters Score -9.265816e+07 nChanged 37919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148434 members 
Mstep: Class 2 contains 392179 members 
Entering Unmasked Estep 
Score: -92685688.000000 Penalty: 16170.561523
	Iteration 10F: 3 clusters Score -9.268569e+07 nChanged 33354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122236 members 
Mstep: Class 2 contains 418377 members 
Entering Unmasked Estep 
Score: -92713968.000000 Penalty: 16170.561523
	Iteration 11F: 3 clusters Score -9.271397e+07 nChanged 25402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104114 members 
Mstep: Class 2 contains 436499 members 
Entering Unmasked Estep 
Score: -92733968.000000 Penalty: 16170.561523
	Iteration 12Q: 3 clusters Score -9.273397e+07 nChanged 18117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92871 members 
Mstep: Class 2 contains 447742 members 
Entering Unmasked Estep 
Score: -92746128.000000 Penalty: 16170.561523
	Iteration 13Q: 3 clusters Score -9.274613e+07 nChanged 12211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84070 members 
Mstep: Class 2 contains 456543 members 
Entering Unmasked Estep 
Score: -92750864.000000 Penalty: 16170.561523
	Iteration 14Q: 3 clusters Score -9.275086e+07 nChanged 8890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76122 members 
Mstep: Class 2 contains 464491 members 
Entering Unmasked Estep 
Score: -92753008.000000 Penalty: 16170.561523
	Iteration 15Q: 3 clusters Score -9.275301e+07 nChanged 7443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68847 members 
Mstep: Class 2 contains 471766 members 
Entering Unmasked Estep 
Score: -92753472.000000 Penalty: 16170.561523
	Iteration 16Q: 3 clusters Score -9.275347e+07 nChanged 6883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62042 members 
Mstep: Class 2 contains 478571 members 
Entering Unmasked Estep 
Score: -92753760.000000 Penalty: 16170.561523
	Iteration 17Q: 3 clusters Score -9.275376e+07 nChanged 6242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55824 members 
Mstep: Class 2 contains 484789 members 
Entering Unmasked Estep 
Score: -92753696.000000 Penalty: 16170.561523
	Iteration 18Q: 3 clusters Score -9.27537e+07 nChanged 5661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50187 members 
Mstep: Class 2 contains 490426 members 
Entering Unmasked Estep 
Score: -92752600.000000 Penalty: 16170.561523
	Iteration 19Q: 3 clusters Score -9.27526e+07 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44964 members 
Mstep: Class 2 contains 495649 members 
Entering Unmasked Estep 
Score: -92752232.000000 Penalty: 16170.561523
	Iteration 20F: 3 clusters Score -9.275223e+07 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40334 members 
Mstep: Class 2 contains 500279 members 
Entering Unmasked Estep 
Score: -92751928.000000 Penalty: 16170.561523
	Iteration 21Q: 3 clusters Score -9.275193e+07 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 504597 members 
Entering Unmasked Estep 
Score: -92751976.000000 Penalty: 16170.561523
	Iteration 22Q: 3 clusters Score -9.275198e+07 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32176 members 
Mstep: Class 2 contains 508437 members 
Entering Unmasked Estep 
Score: -92752008.000000 Penalty: 16170.561523
	Iteration 23Q: 3 clusters Score -9.275201e+07 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28638 members 
Mstep: Class 2 contains 511975 members 
Entering Unmasked Estep 
Score: -92751504.000000 Penalty: 16170.561523
	Iteration 24Q: 3 clusters Score -9.27515e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25362 members 
Mstep: Class 2 contains 515251 members 
Entering Unmasked Estep 
Score: -92751424.000000 Penalty: 16170.561523
	Iteration 25Q: 3 clusters Score -9.275142e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22367 members 
Mstep: Class 2 contains 518246 members 
Entering Unmasked Estep 
Score: -92751728.000000 Penalty: 16170.561523
	Iteration 26Q: 3 clusters Score -9.275173e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 520927 members 
Entering Unmasked Estep 
Score: -92751960.000000 Penalty: 16170.561523
	Iteration 27Q: 3 clusters Score -9.275196e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 523301 members 
Entering Unmasked Estep 
Score: -92752288.000000 Penalty: 16170.561523
	Iteration 28Q: 3 clusters Score -9.275229e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 525419 members 
Entering Unmasked Estep 
Score: -92752584.000000 Penalty: 16170.561523
	Iteration 29Q: 3 clusters Score -9.275258e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 527303 members 
Entering Unmasked Estep 
Score: -92752656.000000 Penalty: 16170.561523
	Iteration 30Q: 3 clusters Score -9.275266e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 528970 members 
Entering Unmasked Estep 
Score: -92752616.000000 Penalty: 16170.561523
	Iteration 31Q: 3 clusters Score -9.275262e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 530478 members 
Entering Unmasked Estep 
Score: -92752936.000000 Penalty: 16170.561523
	Iteration 32Q: 3 clusters Score -9.275294e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 531739 members 
Entering Unmasked Estep 
Score: -92752800.000000 Penalty: 16170.561523
	Iteration 33Q: 3 clusters Score -9.27528e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 532878 members 
Entering Unmasked Estep 
Score: -92752816.000000 Penalty: 16170.561523
	Iteration 34Q: 3 clusters Score -9.275282e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 533907 members 
Entering Unmasked Estep 
Score: -92752744.000000 Penalty: 16170.561523
	Iteration 35Q: 3 clusters Score -9.275274e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 534786 members 
Entering Unmasked Estep 
Score: -92752624.000000 Penalty: 16170.561523
	Iteration 36Q: 3 clusters Score -9.275262e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 535556 members 
Entering Unmasked Estep 
Score: -92752672.000000 Penalty: 16170.561523
	Iteration 37Q: 3 clusters Score -9.275267e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 536176 members 
Entering Unmasked Estep 
Score: -92752640.000000 Penalty: 16170.561523
	Iteration 38Q: 3 clusters Score -9.275264e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 536700 members 
Entering Unmasked Estep 
Score: -92752528.000000 Penalty: 16170.561523
	Iteration 39Q: 3 clusters Score -9.275253e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 537124 members 
Entering Unmasked Estep 
Score: -92752728.000000 Penalty: 16170.561523
	Iteration 40F: 3 clusters Score -9.275273e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 537465 members 
Entering Unmasked Estep 
Score: -92752720.000000 Penalty: 16170.561523
	Iteration 41Q: 3 clusters Score -9.275272e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 537739 members 
Entering Unmasked Estep 
Score: -92752936.000000 Penalty: 16170.561523
	Iteration 42Q: 3 clusters Score -9.275294e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 537960 members 
Entering Unmasked Estep 
Score: -92753024.000000 Penalty: 16170.561523
	Iteration 43Q: 3 clusters Score -9.275302e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 538126 members 
Entering Unmasked Estep 
Score: -92753056.000000 Penalty: 16170.561523
	Iteration 44Q: 3 clusters Score -9.275306e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 538288 members 
Entering Unmasked Estep 
Score: -92753016.000000 Penalty: 16170.561523
	Iteration 45Q: 3 clusters Score -9.275302e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 538421 members 
Entering Unmasked Estep 
Score: -92753080.000000 Penalty: 16170.561523
	Iteration 46Q: 3 clusters Score -9.275308e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 538538 members 
Entering Unmasked Estep 
Score: -92753088.000000 Penalty: 16170.561523
	Iteration 47Q: 3 clusters Score -9.275309e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 538638 members 
Entering Unmasked Estep 
Score: -92752944.000000 Penalty: 16170.561523
	Iteration 48Q: 3 clusters Score -9.275294e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 538714 members 
Entering Unmasked Estep 
Score: -92752952.000000 Penalty: 16170.561523
	Iteration 49Q: 3 clusters Score -9.275295e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 538783 members 
Entering Unmasked Estep 
Score: -92752968.000000 Penalty: 16170.561523
	Iteration 50Q: 3 clusters Score -9.275297e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 538836 members 
Entering Unmasked Estep 
Score: -92752912.000000 Penalty: 16170.561523
	Iteration 51Q: 3 clusters Score -9.275291e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 538895 members 
Entering Unmasked Estep 
Score: -92752816.000000 Penalty: 16170.561523
	Iteration 52Q: 3 clusters Score -9.275282e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 538935 members 
Entering Unmasked Estep 
Score: -92752784.000000 Penalty: 16170.561523
	Iteration 53Q: 3 clusters Score -9.275278e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 538975 members 
Entering Unmasked Estep 
Score: -92752720.000000 Penalty: 16170.561523
	Iteration 54Q: 3 clusters Score -9.275272e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 539006 members 
Entering Unmasked Estep 
Score: -92752720.000000 Penalty: 16170.561523
	Iteration 55Q: 3 clusters Score -9.275272e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 539033 members 
Entering Unmasked Estep 
Score: -92752776.000000 Penalty: 16170.561523
	Iteration 56Q: 3 clusters Score -9.275278e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 539053 members 
Entering Unmasked Estep 
Score: -92752776.000000 Penalty: 16170.561523
	Iteration 57Q: 3 clusters Score -9.275278e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 539074 members 
Entering Unmasked Estep 
Score: -92752776.000000 Penalty: 16170.561523
	Iteration 58Q: 3 clusters Score -9.275278e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 539087 members 
Entering Unmasked Estep 
Score: -92752888.000000 Penalty: 16170.561523
	Iteration 59Q: 3 clusters Score -9.275289e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 539094 members 
Entering Unmasked Estep 
Score: -92752816.000000 Penalty: 16170.561523
	Iteration 60F: 3 clusters Score -9.275282e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 539100 members 
Entering Unmasked Estep 
Score: -92752832.000000 Penalty: 16170.561523
	Iteration 61Q: 3 clusters Score -9.275283e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 539103 members 
Entering Unmasked Estep 
Score: -92752816.000000 Penalty: 16170.561523
	Iteration 62Q: 3 clusters Score -9.275282e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 539107 members 
Entering Unmasked Estep 
Score: -92752840.000000 Penalty: 16170.561523
	Iteration 63Q: 3 clusters Score -9.275284e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 539112 members 
Entering Unmasked Estep 
Score: -92752832.000000 Penalty: 16170.561523
	Iteration 64Q: 3 clusters Score -9.275283e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 539115 members 
Entering Unmasked Estep 
Score: -92752816.000000 Penalty: 16170.561523
	Iteration 65Q: 3 clusters Score -9.275282e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 539119 members 
Entering Unmasked Estep 
Score: -92752784.000000 Penalty: 16170.561523
	Iteration 66Q: 3 clusters Score -9.275278e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 539121 members 
Entering Unmasked Estep 
Score: -92752840.000000 Penalty: 16170.561523
	Iteration 67Q: 3 clusters Score -9.275284e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 539122 members 
Entering Unmasked Estep 
Score: -92752808.000000 Penalty: 16170.561523
	Iteration 68Q: 3 clusters Score -9.275281e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 539126 members 
Entering Unmasked Estep 
Score: -92752808.000000 Penalty: 16170.561523
	Iteration 69Q: 3 clusters Score -9.275281e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 539131 members 
Entering Unmasked Estep 
Score: -92752848.000000 Penalty: 16170.561523
	Iteration 70Q: 3 clusters Score -9.275285e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 539133 members 
Entering Unmasked Estep 
Score: -92752856.000000 Penalty: 16170.561523
	Iteration 71Q: 3 clusters Score -9.275286e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 539133 members 
Entering Unmasked Estep 
Score: -92752856.000000 Penalty: 16170.561523
	Iteration 72F: 3 clusters Score -9.275286e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 95867 members 
Mstep: Class 3 contains 47008 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55282 members 
Mstep: Class 7 contains 321148 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 130868 members 
Mstep: Class 12 contains 10460 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39263 members 
Mstep: Class 15 contains 30832 members 
Mstep: Class 16 contains 68404 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 540613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233305376.000000 Penalty: 173134.625000
Iteration 239Q: 21 clusters Score -2.333054e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 95867 members 
Mstep: Class 3 contains 47008 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55282 members 
Mstep: Class 7 contains 321148 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 130869 members 
Mstep: Class 12 contains 10460 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39263 members 
Mstep: Class 15 contains 30832 members 
Mstep: Class 16 contains 68404 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 540612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233305376.000000 Penalty: 173134.625000
Iteration 240F: 21 clusters Score -2.333054e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 95867 members 
Mstep: Class 3 contains 47008 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55282 members 
Mstep: Class 7 contains 321149 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 130869 members 
Mstep: Class 12 contains 10460 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39263 members 
Mstep: Class 15 contains 30832 members 
Mstep: Class 16 contains 68404 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 540611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233305376.000000 Penalty: 173134.625000
Iteration 241Q: 21 clusters Score -2.333054e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 95867 members 
Mstep: Class 3 contains 47008 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55282 members 
Mstep: Class 7 contains 321152 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 130869 members 
Mstep: Class 12 contains 10460 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39263 members 
Mstep: Class 15 contains 30832 members 
Mstep: Class 16 contains 68404 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 540608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233305344.000000 Penalty: 173134.625000
Iteration 242Q: 21 clusters Score -2.333053e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 95867 members 
Mstep: Class 3 contains 47008 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55282 members 
Mstep: Class 7 contains 321152 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 130869 members 
Mstep: Class 12 contains 10460 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39263 members 
Mstep: Class 15 contains 30832 members 
Mstep: Class 16 contains 68404 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 540608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233305344.000000 Penalty: 173134.625000
Iteration 243F: 21 clusters Score -2.333053e+08 nChanged 0
Entering ConstructFrom: 
Score: -233305344.000000 Penalty: 173134.625000
Entering ConstructFrom: 
Trying to split cluster 1 (3834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Entering Unmasked Estep 
Score: -594236.312500 Penalty: 5054.144531
	Iteration 0F: 2 clusters Score -594236.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -588156.437500 Penalty: 10108.289062
	Iteration 0F: 3 clusters Score -588156.4 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -589585.062500 Penalty: 10108.289062
	Iteration 1F: 3 clusters Score -589585.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -590360.562500 Penalty: 10108.289062
	Iteration 2F: 3 clusters Score -590360.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -591258.187500 Penalty: 10108.289062
	Iteration 3F: 3 clusters Score -591258.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -592602.750000 Penalty: 10108.289062
	Iteration 4F: 3 clusters Score -592602.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -593270.750000 Penalty: 10108.289062
	Iteration 5F: 3 clusters Score -593270.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -593580.500000 Penalty: 10108.289062
	Iteration 6Q: 3 clusters Score -593580.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -593776.812500 Penalty: 10108.289062
	Iteration 7Q: 3 clusters Score -593776.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -593943.375000 Penalty: 10108.289062
	Iteration 8Q: 3 clusters Score -593943.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -594110.687500 Penalty: 10108.289062
	Iteration 9Q: 3 clusters Score -594110.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -594293.625000 Penalty: 10108.289062
	Iteration 10Q: 3 clusters Score -594293.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -594521.562500 Penalty: 10108.289062
	Iteration 11Q: 3 clusters Score -594521.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -594709.812500 Penalty: 10108.289062
	Iteration 12Q: 3 clusters Score -594709.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -594949.250000 Penalty: 10108.289062
	Iteration 13Q: 3 clusters Score -594949.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -595097.937500 Penalty: 10108.289062
	Iteration 14Q: 3 clusters Score -595097.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -595245.625000 Penalty: 10108.289062
	Iteration 15Q: 3 clusters Score -595245.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -595339.125000 Penalty: 10108.289062
	Iteration 16Q: 3 clusters Score -595339.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -595367.375000 Penalty: 10108.289062
	Iteration 17Q: 3 clusters Score -595367.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -595419.312500 Penalty: 10108.289062
	Iteration 18Q: 3 clusters Score -595419.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -595449.500000 Penalty: 10108.289062
	Iteration 19Q: 3 clusters Score -595449.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -595797.000000 Penalty: 10108.289062
	Iteration 20F: 3 clusters Score -595797 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -596026.062500 Penalty: 10108.289062
	Iteration 21Q: 3 clusters Score -596026.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -596155.500000 Penalty: 10108.289062
	Iteration 22Q: 3 clusters Score -596155.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -596250.437500 Penalty: 10108.289062
	Iteration 23Q: 3 clusters Score -596250.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -596345.687500 Penalty: 10108.289062
	Iteration 24Q: 3 clusters Score -596345.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -596379.937500 Penalty: 10108.289062
	Iteration 25Q: 3 clusters Score -596379.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -596399.875000 Penalty: 10108.289062
	Iteration 26Q: 3 clusters Score -596399.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -596408.687500 Penalty: 10108.289062
	Iteration 27Q: 3 clusters Score -596408.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -596414.750000 Penalty: 10108.289062
	Iteration 28Q: 3 clusters Score -596414.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -596415.625000 Penalty: 10108.289062
	Iteration 29Q: 3 clusters Score -596415.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -596417.125000 Penalty: 10108.289062
	Iteration 30Q: 3 clusters Score -596417.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -596417.125000 Penalty: 10108.289062
	Iteration 31F: 3 clusters Score -596417.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 95867 members 
Mstep: Class 3 contains 47008 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55282 members 
Mstep: Class 7 contains 321152 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 130869 members 
Mstep: Class 12 contains 10460 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39263 members 
Mstep: Class 15 contains 30832 members 
Mstep: Class 16 contains 68404 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 540608 members 
Mstep: Class 21 contains 3286 members 
Entering Unmasked Estep 
Score: -233303680.000000 Penalty: 181791.359375
Splitting cluster 1 changes total score from -233305344.000000 to -233303680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (95867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95867 members 
Entering Unmasked Estep 
Score: -16177850.000000 Penalty: 7025.814453
	Iteration 0F: 2 clusters Score -1.617785e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47802 members 
Mstep: Class 2 contains 48065 members 
Entering Unmasked Estep 
Score: -16112224.000000 Penalty: 14051.628906
	Iteration 0F: 3 clusters Score -1.611222e+07 nChanged 43771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46501 members 
Mstep: Class 2 contains 49366 members 
Entering Unmasked Estep 
Score: -16136267.000000 Penalty: 14051.628906
	Iteration 1F: 3 clusters Score -1.613627e+07 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45632 members 
Mstep: Class 2 contains 50235 members 
Entering Unmasked Estep 
Score: -16137390.000000 Penalty: 14051.628906
	Iteration 2Q: 3 clusters Score -1.613739e+07 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44371 members 
Mstep: Class 2 contains 51496 members 
Entering Unmasked Estep 
Score: -16138330.000000 Penalty: 14051.628906
	Iteration 3Q: 3 clusters Score -1.613833e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42679 members 
Mstep: Class 2 contains 53188 members 
Entering Unmasked Estep 
Score: -16139453.000000 Penalty: 14051.628906
	Iteration 4Q: 3 clusters Score -1.613945e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40350 members 
Mstep: Class 2 contains 55517 members 
Entering Unmasked Estep 
Score: -16140554.000000 Penalty: 14051.628906
	Iteration 5Q: 3 clusters Score -1.614055e+07 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37216 members 
Mstep: Class 2 contains 58651 members 
Entering Unmasked Estep 
Score: -16142278.000000 Penalty: 14051.628906
	Iteration 6Q: 3 clusters Score -1.614228e+07 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32978 members 
Mstep: Class 2 contains 62889 members 
Entering Unmasked Estep 
Score: -16144671.000000 Penalty: 14051.628906
	Iteration 7F: 3 clusters Score -1.614467e+07 nChanged 5697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27687 members 
Mstep: Class 2 contains 68180 members 
Entering Unmasked Estep 
Score: -16148227.000000 Penalty: 14051.628906
	Iteration 8F: 3 clusters Score -1.614823e+07 nChanged 6310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 74282 members 
Entering Unmasked Estep 
Score: -16152682.000000 Penalty: 14051.628906
	Iteration 9F: 3 clusters Score -1.615268e+07 nChanged 6433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 80635 members 
Entering Unmasked Estep 
Score: -16157977.000000 Penalty: 14051.628906
	Iteration 10F: 3 clusters Score -1.615798e+07 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 86134 members 
Entering Unmasked Estep 
Score: -16162803.000000 Penalty: 14051.628906
	Iteration 11F: 3 clusters Score -1.61628e+07 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 90249 members 
Entering Unmasked Estep 
Score: -16166939.000000 Penalty: 14051.628906
	Iteration 12Q: 3 clusters Score -1.616694e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 92852 members 
Entering Unmasked Estep 
Score: -16169674.000000 Penalty: 14051.628906
	Iteration 13Q: 3 clusters Score -1.616967e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 94095 members 
Entering Unmasked Estep 
Score: -16170948.000000 Penalty: 14051.628906
	Iteration 14Q: 3 clusters Score -1.617095e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 94617 members 
Entering Unmasked Estep 
Score: -16171530.000000 Penalty: 14051.628906
	Iteration 15Q: 3 clusters Score -1.617153e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 94809 members 
Entering Unmasked Estep 
Score: -16171794.000000 Penalty: 14051.628906
	Iteration 16Q: 3 clusters Score -1.617179e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 94911 members 
Entering Unmasked Estep 
Score: -16171914.000000 Penalty: 14051.628906
	Iteration 17Q: 3 clusters Score -1.617191e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 94961 members 
Entering Unmasked Estep 
Score: -16171999.000000 Penalty: 14051.628906
	Iteration 18Q: 3 clusters Score -1.6172e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 95003 members 
Entering Unmasked Estep 
Score: -16172072.000000 Penalty: 14051.628906
	Iteration 19Q: 3 clusters Score -1.617207e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 95035 members 
Entering Unmasked Estep 
Score: -16172126.000000 Penalty: 14051.628906
	Iteration 20F: 3 clusters Score -1.617213e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 95052 members 
Entering Unmasked Estep 
Score: -16172132.000000 Penalty: 14051.628906
	Iteration 21Q: 3 clusters Score -1.617213e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 95066 members 
Entering Unmasked Estep 
Score: -16172167.000000 Penalty: 14051.628906
	Iteration 22Q: 3 clusters Score -1.617217e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 95070 members 
Entering Unmasked Estep 
Score: -16172167.000000 Penalty: 14051.628906
	Iteration 23Q: 3 clusters Score -1.617217e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 95083 members 
Entering Unmasked Estep 
Score: -16172191.000000 Penalty: 14051.628906
	Iteration 24Q: 3 clusters Score -1.617219e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 95089 members 
Entering Unmasked Estep 
Score: -16172213.000000 Penalty: 14051.628906
	Iteration 25Q: 3 clusters Score -1.617221e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 95096 members 
Entering Unmasked Estep 
Score: -16172223.000000 Penalty: 14051.628906
	Iteration 26Q: 3 clusters Score -1.617222e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 95101 members 
Entering Unmasked Estep 
Score: -16172236.000000 Penalty: 14051.628906
	Iteration 27Q: 3 clusters Score -1.617224e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 95102 members 
Entering Unmasked Estep 
Score: -16172237.000000 Penalty: 14051.628906
	Iteration 28Q: 3 clusters Score -1.617224e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 95102 members 
Entering Unmasked Estep 
Score: -16172227.000000 Penalty: 14051.628906
	Iteration 29Q: 3 clusters Score -1.617223e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 95102 members 
Entering Unmasked Estep 
Score: -16172224.000000 Penalty: 14051.628906
	Iteration 30Q: 3 clusters Score -1.617222e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 95102 members 
Entering Unmasked Estep 
Score: -16172224.000000 Penalty: 14051.628906
	Iteration 31F: 3 clusters Score -1.617222e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (47008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47008 members 
Entering Unmasked Estep 
Score: -8158474.000000 Penalty: 6589.319824
	Iteration 0F: 2 clusters Score -8158474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 23473 members 
Entering Unmasked Estep 
Score: -8124941.500000 Penalty: 13178.639648
	Iteration 0F: 3 clusters Score -8124942 nChanged 20456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -8136207.500000 Penalty: 13178.639648
	Iteration 1F: 3 clusters Score -8136208 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -8138315.000000 Penalty: 13178.639648
	Iteration 2F: 3 clusters Score -8138315 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -8140657.000000 Penalty: 13178.639648
	Iteration 3F: 3 clusters Score -8140657 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 26605 members 
Entering Unmasked Estep 
Score: -8143400.500000 Penalty: 13178.639648
	Iteration 4F: 3 clusters Score -8143400 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 28871 members 
Entering Unmasked Estep 
Score: -8146207.000000 Penalty: 13178.639648
	Iteration 5F: 3 clusters Score -8146207 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 31369 members 
Entering Unmasked Estep 
Score: -8148749.500000 Penalty: 13178.639648
	Iteration 6F: 3 clusters Score -8148750 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 33735 members 
Entering Unmasked Estep 
Score: -8150750.500000 Penalty: 13178.639648
	Iteration 7F: 3 clusters Score -8150750 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 35648 members 
Entering Unmasked Estep 
Score: -8152156.000000 Penalty: 13178.639648
	Iteration 8Q: 3 clusters Score -8152156 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 37199 members 
Entering Unmasked Estep 
Score: -8153086.500000 Penalty: 13178.639648
	Iteration 9Q: 3 clusters Score -8153086 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 38444 members 
Entering Unmasked Estep 
Score: -8153748.000000 Penalty: 13178.639648
	Iteration 10Q: 3 clusters Score -8153748 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 39471 members 
Entering Unmasked Estep 
Score: -8154292.000000 Penalty: 13178.639648
	Iteration 11Q: 3 clusters Score -8154292 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 40337 members 
Entering Unmasked Estep 
Score: -8154718.500000 Penalty: 13178.639648
	Iteration 12Q: 3 clusters Score -8154718 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 41010 members 
Entering Unmasked Estep 
Score: -8154999.000000 Penalty: 13178.639648
	Iteration 13Q: 3 clusters Score -8154999 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 41565 members 
Entering Unmasked Estep 
Score: -8155216.000000 Penalty: 13178.639648
	Iteration 14Q: 3 clusters Score -8155216 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 42012 members 
Entering Unmasked Estep 
Score: -8155436.000000 Penalty: 13178.639648
	Iteration 15Q: 3 clusters Score -8155436 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 42384 members 
Entering Unmasked Estep 
Score: -8155587.000000 Penalty: 13178.639648
	Iteration 16Q: 3 clusters Score -8155587 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 42685 members 
Entering Unmasked Estep 
Score: -8155728.500000 Penalty: 13178.639648
	Iteration 17Q: 3 clusters Score -8155728 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 42931 members 
Entering Unmasked Estep 
Score: -8155823.000000 Penalty: 13178.639648
	Iteration 18Q: 3 clusters Score -8155823 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 43125 members 
Entering Unmasked Estep 
Score: -8155881.500000 Penalty: 13178.639648
	Iteration 19Q: 3 clusters Score -8155882 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 43271 members 
Entering Unmasked Estep 
Score: -8155938.000000 Penalty: 13178.639648
	Iteration 20F: 3 clusters Score -8155938 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 43377 members 
Entering Unmasked Estep 
Score: -8155974.500000 Penalty: 13178.639648
	Iteration 21Q: 3 clusters Score -8155974 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 43470 members 
Entering Unmasked Estep 
Score: -8155977.500000 Penalty: 13178.639648
	Iteration 22Q: 3 clusters Score -8155978 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 43540 members 
Entering Unmasked Estep 
Score: -8156006.500000 Penalty: 13178.639648
	Iteration 23Q: 3 clusters Score -8156006 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 43600 members 
Entering Unmasked Estep 
Score: -8156044.000000 Penalty: 13178.639648
	Iteration 24Q: 3 clusters Score -8156044 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 43637 members 
Entering Unmasked Estep 
Score: -8156038.500000 Penalty: 13178.639648
	Iteration 25Q: 3 clusters Score -8156038 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 43665 members 
Entering Unmasked Estep 
Score: -8156044.000000 Penalty: 13178.639648
	Iteration 26Q: 3 clusters Score -8156044 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 43687 members 
Entering Unmasked Estep 
Score: -8156048.000000 Penalty: 13178.639648
	Iteration 27Q: 3 clusters Score -8156048 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 43709 members 
Entering Unmasked Estep 
Score: -8156058.500000 Penalty: 13178.639648
	Iteration 28Q: 3 clusters Score -8156058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 43724 members 
Entering Unmasked Estep 
Score: -8156062.000000 Penalty: 13178.639648
	Iteration 29Q: 3 clusters Score -8156062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 43738 members 
Entering Unmasked Estep 
Score: -8156060.500000 Penalty: 13178.639648
	Iteration 30Q: 3 clusters Score -8156060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 43754 members 
Entering Unmasked Estep 
Score: -8156067.000000 Penalty: 13178.639648
	Iteration 31Q: 3 clusters Score -8156067 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 43775 members 
Entering Unmasked Estep 
Score: -8156069.500000 Penalty: 13178.639648
	Iteration 32Q: 3 clusters Score -8156070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 43786 members 
Entering Unmasked Estep 
Score: -8156079.500000 Penalty: 13178.639648
	Iteration 33Q: 3 clusters Score -8156080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 43797 members 
Entering Unmasked Estep 
Score: -8156094.500000 Penalty: 13178.639648
	Iteration 34Q: 3 clusters Score -8156094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 43804 members 
Entering Unmasked Estep 
Score: -8156084.500000 Penalty: 13178.639648
	Iteration 35Q: 3 clusters Score -8156084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 43807 members 
Entering Unmasked Estep 
Score: -8156083.500000 Penalty: 13178.639648
	Iteration 36Q: 3 clusters Score -8156084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 43814 members 
Entering Unmasked Estep 
Score: -8156095.000000 Penalty: 13178.639648
	Iteration 37Q: 3 clusters Score -8156095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 43816 members 
Entering Unmasked Estep 
Score: -8156087.000000 Penalty: 13178.639648
	Iteration 38Q: 3 clusters Score -8156087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 43818 members 
Entering Unmasked Estep 
Score: -8156095.000000 Penalty: 13178.639648
	Iteration 39Q: 3 clusters Score -8156095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 43820 members 
Entering Unmasked Estep 
Score: -8156092.500000 Penalty: 13178.639648
	Iteration 40F: 3 clusters Score -8156092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 43822 members 
Entering Unmasked Estep 
Score: -8156090.500000 Penalty: 13178.639648
	Iteration 41Q: 3 clusters Score -8156090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 43824 members 
Entering Unmasked Estep 
Score: -8156087.500000 Penalty: 13178.639648
	Iteration 42Q: 3 clusters Score -8156088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 43824 members 
Entering Unmasked Estep 
Score: -8156087.500000 Penalty: 13178.639648
	Iteration 43F: 3 clusters Score -8156088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Entering Unmasked Estep 
Score: -264311.937500 Penalty: 4540.317871
	Iteration 0F: 2 clusters Score -264311.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -259620.171875 Penalty: 9080.635742
	Iteration 0F: 3 clusters Score -259620.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -260127.000000 Penalty: 9080.635742
	Iteration 1F: 3 clusters Score -260127 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -260392.187500 Penalty: 9080.635742
	Iteration 2F: 3 clusters Score -260392.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -260737.203125 Penalty: 9080.635742
	Iteration 3F: 3 clusters Score -260737.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -261048.843750 Penalty: 9080.635742
	Iteration 4Q: 3 clusters Score -261048.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -261262.171875 Penalty: 9080.635742
	Iteration 5F: 3 clusters Score -261262.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -261393.765625 Penalty: 9080.635742
	Iteration 6Q: 3 clusters Score -261393.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -261518.156250 Penalty: 9080.635742
	Iteration 7Q: 3 clusters Score -261518.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -261633.156250 Penalty: 9080.635742
	Iteration 8Q: 3 clusters Score -261633.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -261741.125000 Penalty: 9080.635742
	Iteration 9Q: 3 clusters Score -261741.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -261857.171875 Penalty: 9080.635742
	Iteration 10Q: 3 clusters Score -261857.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -261923.375000 Penalty: 9080.635742
	Iteration 11Q: 3 clusters Score -261923.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -261945.609375 Penalty: 9080.635742
	Iteration 12Q: 3 clusters Score -261945.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -261956.937500 Penalty: 9080.635742
	Iteration 13Q: 3 clusters Score -261956.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -261969.765625 Penalty: 9080.635742
	Iteration 14Q: 3 clusters Score -261969.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -261978.453125 Penalty: 9080.635742
	Iteration 15Q: 3 clusters Score -261978.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -261988.859375 Penalty: 9080.635742
	Iteration 16Q: 3 clusters Score -261988.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -261991.218750 Penalty: 9080.635742
	Iteration 17Q: 3 clusters Score -261991.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -261991.218750 Penalty: 9080.635742
	Iteration 18F: 3 clusters Score -261991.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (20325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Entering Unmasked Estep 
Score: -3529304.750000 Penalty: 6075.759277
	Iteration 0F: 2 clusters Score -3529305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -3512615.000000 Penalty: 12151.518555
	Iteration 0F: 3 clusters Score -3512615 nChanged 8174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -3516902.500000 Penalty: 12151.518555
	Iteration 1F: 3 clusters Score -3516902 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -3517512.250000 Penalty: 12151.518555
	Iteration 2F: 3 clusters Score -3517512 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -3517939.500000 Penalty: 12151.518555
	Iteration 3Q: 3 clusters Score -3517940 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -3518362.750000 Penalty: 12151.518555
	Iteration 4Q: 3 clusters Score -3518363 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -3518844.250000 Penalty: 12151.518555
	Iteration 5Q: 3 clusters Score -3518844 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -3519342.000000 Penalty: 12151.518555
	Iteration 6Q: 3 clusters Score -3519342 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -3519846.750000 Penalty: 12151.518555
	Iteration 7Q: 3 clusters Score -3519847 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -3520329.250000 Penalty: 12151.518555
	Iteration 8Q: 3 clusters Score -3520329 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -3520849.250000 Penalty: 12151.518555
	Iteration 9Q: 3 clusters Score -3520849 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -3521392.500000 Penalty: 12151.518555
	Iteration 10Q: 3 clusters Score -3521392 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -3521898.000000 Penalty: 12151.518555
	Iteration 11Q: 3 clusters Score -3521898 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -3522325.250000 Penalty: 12151.518555
	Iteration 12Q: 3 clusters Score -3522325 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -3522719.750000 Penalty: 12151.518555
	Iteration 13Q: 3 clusters Score -3522720 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -3523077.250000 Penalty: 12151.518555
	Iteration 14Q: 3 clusters Score -3523077 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -3523389.750000 Penalty: 12151.518555
	Iteration 15Q: 3 clusters Score -3523390 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -3523650.250000 Penalty: 12151.518555
	Iteration 16Q: 3 clusters Score -3523650 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -3523887.000000 Penalty: 12151.518555
	Iteration 17Q: 3 clusters Score -3523887 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -3524070.750000 Penalty: 12151.518555
	Iteration 18Q: 3 clusters Score -3524071 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -3524233.000000 Penalty: 12151.518555
	Iteration 19Q: 3 clusters Score -3524233 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -3524353.750000 Penalty: 12151.518555
	Iteration 20F: 3 clusters Score -3524354 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -3524460.750000 Penalty: 12151.518555
	Iteration 21Q: 3 clusters Score -3524461 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -3524574.500000 Penalty: 12151.518555
	Iteration 22Q: 3 clusters Score -3524574 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -3524705.250000 Penalty: 12151.518555
	Iteration 23Q: 3 clusters Score -3524705 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -3524812.500000 Penalty: 12151.518555
	Iteration 24Q: 3 clusters Score -3524812 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -3524864.000000 Penalty: 12151.518555
	Iteration 25Q: 3 clusters Score -3524864 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -3524897.250000 Penalty: 12151.518555
	Iteration 26Q: 3 clusters Score -3524897 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -3524943.750000 Penalty: 12151.518555
	Iteration 27Q: 3 clusters Score -3524944 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -3524972.000000 Penalty: 12151.518555
	Iteration 28Q: 3 clusters Score -3524972 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -3524995.750000 Penalty: 12151.518555
	Iteration 29Q: 3 clusters Score -3524996 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -3525016.750000 Penalty: 12151.518555
	Iteration 30Q: 3 clusters Score -3525017 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -3525012.000000 Penalty: 12151.518555
	Iteration 31Q: 3 clusters Score -3525012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -3525022.000000 Penalty: 12151.518555
	Iteration 32Q: 3 clusters Score -3525022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -3525022.000000 Penalty: 12151.518555
	Iteration 33Q: 3 clusters Score -3525022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -3525030.500000 Penalty: 12151.518555
	Iteration 34Q: 3 clusters Score -3525030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -3525038.500000 Penalty: 12151.518555
	Iteration 35Q: 3 clusters Score -3525038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -3525044.000000 Penalty: 12151.518555
	Iteration 36Q: 3 clusters Score -3525044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -3525045.250000 Penalty: 12151.518555
	Iteration 37Q: 3 clusters Score -3525045 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -3525051.500000 Penalty: 12151.518555
	Iteration 38Q: 3 clusters Score -3525052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -3525053.000000 Penalty: 12151.518555
	Iteration 39Q: 3 clusters Score -3525053 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -3525067.750000 Penalty: 12151.518555
	Iteration 40F: 3 clusters Score -3525068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -3525072.750000 Penalty: 12151.518555
	Iteration 41Q: 3 clusters Score -3525073 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -3525080.750000 Penalty: 12151.518555
	Iteration 42Q: 3 clusters Score -3525081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -3525079.250000 Penalty: 12151.518555
	Iteration 43Q: 3 clusters Score -3525079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -3525086.000000 Penalty: 12151.518555
	Iteration 44Q: 3 clusters Score -3525086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -3525088.000000 Penalty: 12151.518555
	Iteration 45Q: 3 clusters Score -3525088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -3525091.500000 Penalty: 12151.518555
	Iteration 46Q: 3 clusters Score -3525092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -3525097.250000 Penalty: 12151.518555
	Iteration 47Q: 3 clusters Score -3525097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -3525099.500000 Penalty: 12151.518555
	Iteration 48Q: 3 clusters Score -3525100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -3525090.500000 Penalty: 12151.518555
	Iteration 49Q: 3 clusters Score -3525090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -3525097.750000 Penalty: 12151.518555
	Iteration 50Q: 3 clusters Score -3525098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -3525097.750000 Penalty: 12151.518555
	Iteration 51F: 3 clusters Score -3525098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (55282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55282 members 
Entering Unmasked Estep 
Score: -9620579.000000 Penalty: 6688.624023
	Iteration 0F: 2 clusters Score -9620579 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27513 members 
Mstep: Class 2 contains 27769 members 
Entering Unmasked Estep 
Score: -9581651.000000 Penalty: 13377.248047
	Iteration 0F: 3 clusters Score -9581651 nChanged 24244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26993 members 
Mstep: Class 2 contains 28289 members 
Entering Unmasked Estep 
Score: -9594511.000000 Penalty: 13377.248047
	Iteration 1F: 3 clusters Score -9594511 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 28520 members 
Entering Unmasked Estep 
Score: -9595451.000000 Penalty: 13377.248047
	Iteration 2Q: 3 clusters Score -9595451 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Mstep: Class 2 contains 28900 members 
Entering Unmasked Estep 
Score: -9596185.000000 Penalty: 13377.248047
	Iteration 3Q: 3 clusters Score -9596185 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 29371 members 
Entering Unmasked Estep 
Score: -9597013.000000 Penalty: 13377.248047
	Iteration 4Q: 3 clusters Score -9597013 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 30076 members 
Entering Unmasked Estep 
Score: -9597853.000000 Penalty: 13377.248047
	Iteration 5Q: 3 clusters Score -9597853 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 31020 members 
Entering Unmasked Estep 
Score: -9598740.000000 Penalty: 13377.248047
	Iteration 6Q: 3 clusters Score -9598740 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22938 members 
Mstep: Class 2 contains 32344 members 
Entering Unmasked Estep 
Score: -9599986.000000 Penalty: 13377.248047
	Iteration 7Q: 3 clusters Score -9599986 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 34133 members 
Entering Unmasked Estep 
Score: -9601554.000000 Penalty: 13377.248047
	Iteration 8F: 3 clusters Score -9601554 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 36403 members 
Entering Unmasked Estep 
Score: -9603560.000000 Penalty: 13377.248047
	Iteration 9F: 3 clusters Score -9603560 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 39012 members 
Entering Unmasked Estep 
Score: -9606134.000000 Penalty: 13377.248047
	Iteration 10F: 3 clusters Score -9606134 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 41656 members 
Entering Unmasked Estep 
Score: -9609080.000000 Penalty: 13377.248047
	Iteration 11F: 3 clusters Score -9609080 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 43875 members 
Entering Unmasked Estep 
Score: -9612349.000000 Penalty: 13377.248047
	Iteration 12F: 3 clusters Score -9612349 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 45073 members 
Entering Unmasked Estep 
Score: -9615014.000000 Penalty: 13377.248047
	Iteration 13Q: 3 clusters Score -9615014 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 45562 members 
Entering Unmasked Estep 
Score: -9616765.000000 Penalty: 13377.248047
	Iteration 14Q: 3 clusters Score -9616765 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 45609 members 
Entering Unmasked Estep 
Score: -9617696.000000 Penalty: 13377.248047
	Iteration 15Q: 3 clusters Score -9617696 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 45483 members 
Entering Unmasked Estep 
Score: -9618081.000000 Penalty: 13377.248047
	Iteration 16Q: 3 clusters Score -9618081 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 45335 members 
Entering Unmasked Estep 
Score: -9618208.000000 Penalty: 13377.248047
	Iteration 17Q: 3 clusters Score -9618208 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 45161 members 
Entering Unmasked Estep 
Score: -9618343.000000 Penalty: 13377.248047
	Iteration 18Q: 3 clusters Score -9618343 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 44973 members 
Entering Unmasked Estep 
Score: -9618434.000000 Penalty: 13377.248047
	Iteration 19Q: 3 clusters Score -9618434 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 44786 members 
Entering Unmasked Estep 
Score: -9618466.000000 Penalty: 13377.248047
	Iteration 20F: 3 clusters Score -9618466 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 44600 members 
Entering Unmasked Estep 
Score: -9618537.000000 Penalty: 13377.248047
	Iteration 21Q: 3 clusters Score -9618537 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 44414 members 
Entering Unmasked Estep 
Score: -9618574.000000 Penalty: 13377.248047
	Iteration 22Q: 3 clusters Score -9618574 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 44239 members 
Entering Unmasked Estep 
Score: -9618604.000000 Penalty: 13377.248047
	Iteration 23Q: 3 clusters Score -9618604 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 44069 members 
Entering Unmasked Estep 
Score: -9618645.000000 Penalty: 13377.248047
	Iteration 24Q: 3 clusters Score -9618645 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 43910 members 
Entering Unmasked Estep 
Score: -9618683.000000 Penalty: 13377.248047
	Iteration 25Q: 3 clusters Score -9618683 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 43750 members 
Entering Unmasked Estep 
Score: -9618732.000000 Penalty: 13377.248047
	Iteration 26Q: 3 clusters Score -9618732 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 43569 members 
Entering Unmasked Estep 
Score: -9618800.000000 Penalty: 13377.248047
	Iteration 27Q: 3 clusters Score -9618800 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 43358 members 
Entering Unmasked Estep 
Score: -9618863.000000 Penalty: 13377.248047
	Iteration 28Q: 3 clusters Score -9618863 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 43147 members 
Entering Unmasked Estep 
Score: -9618887.000000 Penalty: 13377.248047
	Iteration 29Q: 3 clusters Score -9618887 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 42961 members 
Entering Unmasked Estep 
Score: -9618925.000000 Penalty: 13377.248047
	Iteration 30Q: 3 clusters Score -9618925 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 42784 members 
Entering Unmasked Estep 
Score: -9618982.000000 Penalty: 13377.248047
	Iteration 31Q: 3 clusters Score -9618982 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 42575 members 
Entering Unmasked Estep 
Score: -9619051.000000 Penalty: 13377.248047
	Iteration 32Q: 3 clusters Score -9619051 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 42361 members 
Entering Unmasked Estep 
Score: -9619146.000000 Penalty: 13377.248047
	Iteration 33Q: 3 clusters Score -9619146 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 42134 members 
Entering Unmasked Estep 
Score: -9619203.000000 Penalty: 13377.248047
	Iteration 34Q: 3 clusters Score -9619203 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 41909 members 
Entering Unmasked Estep 
Score: -9619259.000000 Penalty: 13377.248047
	Iteration 35Q: 3 clusters Score -9619259 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 41672 members 
Entering Unmasked Estep 
Score: -9619278.000000 Penalty: 13377.248047
	Iteration 36Q: 3 clusters Score -9619278 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 41421 members 
Entering Unmasked Estep 
Score: -9619341.000000 Penalty: 13377.248047
	Iteration 37Q: 3 clusters Score -9619341 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 41186 members 
Entering Unmasked Estep 
Score: -9619380.000000 Penalty: 13377.248047
	Iteration 38Q: 3 clusters Score -9619380 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 40938 members 
Entering Unmasked Estep 
Score: -9619407.000000 Penalty: 13377.248047
	Iteration 39Q: 3 clusters Score -9619407 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 40676 members 
Entering Unmasked Estep 
Score: -9619471.000000 Penalty: 13377.248047
	Iteration 40F: 3 clusters Score -9619471 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 40419 members 
Entering Unmasked Estep 
Score: -9619538.000000 Penalty: 13377.248047
	Iteration 41Q: 3 clusters Score -9619538 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 40152 members 
Entering Unmasked Estep 
Score: -9619626.000000 Penalty: 13377.248047
	Iteration 42Q: 3 clusters Score -9619626 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 39868 members 
Entering Unmasked Estep 
Score: -9619667.000000 Penalty: 13377.248047
	Iteration 43Q: 3 clusters Score -9619667 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 39512 members 
Entering Unmasked Estep 
Score: -9619761.000000 Penalty: 13377.248047
	Iteration 44Q: 3 clusters Score -9619761 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 39160 members 
Entering Unmasked Estep 
Score: -9619876.000000 Penalty: 13377.248047
	Iteration 45Q: 3 clusters Score -9619876 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 38813 members 
Entering Unmasked Estep 
Score: -9620031.000000 Penalty: 13377.248047
	Iteration 46Q: 3 clusters Score -9620031 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 38420 members 
Entering Unmasked Estep 
Score: -9620178.000000 Penalty: 13377.248047
	Iteration 47Q: 3 clusters Score -9620178 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 37961 members 
Entering Unmasked Estep 
Score: -9620331.000000 Penalty: 13377.248047
	Iteration 48Q: 3 clusters Score -9620331 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 37461 members 
Entering Unmasked Estep 
Score: -9620554.000000 Penalty: 13377.248047
	Iteration 49Q: 3 clusters Score -9620554 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 36949 members 
Entering Unmasked Estep 
Score: -9620719.000000 Penalty: 13377.248047
	Iteration 50Q: 3 clusters Score -9620719 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 36429 members 
Entering Unmasked Estep 
Score: -9620967.000000 Penalty: 13377.248047
	Iteration 51Q: 3 clusters Score -9620967 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 35921 members 
Entering Unmasked Estep 
Score: -9621186.000000 Penalty: 13377.248047
	Iteration 52Q: 3 clusters Score -9621186 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 35419 members 
Entering Unmasked Estep 
Score: -9621355.000000 Penalty: 13377.248047
	Iteration 53Q: 3 clusters Score -9621355 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 34907 members 
Entering Unmasked Estep 
Score: -9621553.000000 Penalty: 13377.248047
	Iteration 54Q: 3 clusters Score -9621553 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 34420 members 
Entering Unmasked Estep 
Score: -9621730.000000 Penalty: 13377.248047
	Iteration 55Q: 3 clusters Score -9621730 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 33999 members 
Entering Unmasked Estep 
Score: -9621790.000000 Penalty: 13377.248047
	Iteration 56Q: 3 clusters Score -9621790 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 33611 members 
Entering Unmasked Estep 
Score: -9621912.000000 Penalty: 13377.248047
	Iteration 57Q: 3 clusters Score -9621912 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 33279 members 
Entering Unmasked Estep 
Score: -9621973.000000 Penalty: 13377.248047
	Iteration 58Q: 3 clusters Score -9621973 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 33003 members 
Entering Unmasked Estep 
Score: -9622055.000000 Penalty: 13377.248047
	Iteration 59Q: 3 clusters Score -9622055 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 32738 members 
Entering Unmasked Estep 
Score: -9622128.000000 Penalty: 13377.248047
	Iteration 60F: 3 clusters Score -9622128 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 32508 members 
Entering Unmasked Estep 
Score: -9622172.000000 Penalty: 13377.248047
	Iteration 61Q: 3 clusters Score -9622172 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 32314 members 
Entering Unmasked Estep 
Score: -9622185.000000 Penalty: 13377.248047
	Iteration 62Q: 3 clusters Score -9622185 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 32153 members 
Entering Unmasked Estep 
Score: -9622190.000000 Penalty: 13377.248047
	Iteration 63Q: 3 clusters Score -9622190 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 32026 members 
Entering Unmasked Estep 
Score: -9622204.000000 Penalty: 13377.248047
	Iteration 64Q: 3 clusters Score -9622204 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 31927 members 
Entering Unmasked Estep 
Score: -9622218.000000 Penalty: 13377.248047
	Iteration 65Q: 3 clusters Score -9622218 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 31850 members 
Entering Unmasked Estep 
Score: -9622182.000000 Penalty: 13377.248047
	Iteration 66Q: 3 clusters Score -9622182 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23501 members 
Mstep: Class 2 contains 31781 members 
Entering Unmasked Estep 
Score: -9622215.000000 Penalty: 13377.248047
	Iteration 67Q: 3 clusters Score -9622215 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 31730 members 
Entering Unmasked Estep 
Score: -9622208.000000 Penalty: 13377.248047
	Iteration 68Q: 3 clusters Score -9622208 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 31694 members 
Entering Unmasked Estep 
Score: -9622202.000000 Penalty: 13377.248047
	Iteration 69Q: 3 clusters Score -9622202 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 31673 members 
Entering Unmasked Estep 
Score: -9622204.000000 Penalty: 13377.248047
	Iteration 70Q: 3 clusters Score -9622204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 31661 members 
Entering Unmasked Estep 
Score: -9622220.000000 Penalty: 13377.248047
	Iteration 71Q: 3 clusters Score -9622220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 31656 members 
Entering Unmasked Estep 
Score: -9622216.000000 Penalty: 13377.248047
	Iteration 72Q: 3 clusters Score -9622216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 31654 members 
Entering Unmasked Estep 
Score: -9622213.000000 Penalty: 13377.248047
	Iteration 73Q: 3 clusters Score -9622213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 31654 members 
Entering Unmasked Estep 
Score: -9622213.000000 Penalty: 13377.248047
	Iteration 74F: 3 clusters Score -9622213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 95867 members 
Mstep: Class 3 contains 47008 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 23628 members 
Mstep: Class 7 contains 321152 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 130869 members 
Mstep: Class 12 contains 10460 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39263 members 
Mstep: Class 15 contains 30832 members 
Mstep: Class 16 contains 68404 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 540608 members 
Mstep: Class 21 contains 31654 members 
Entering Unmasked Estep 
Score: -233304288.000000 Penalty: 181791.359375
Splitting cluster 6 changes total score from -233305344.000000 to -233304288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (321152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321152 members 
Entering Unmasked Estep 
Score: -55259532.000000 Penalty: 7766.297363
	Iteration 0F: 2 clusters Score -5.525953e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160184 members 
Mstep: Class 2 contains 160968 members 
Entering Unmasked Estep 
Score: -55051380.000000 Penalty: 15532.594727
	Iteration 0F: 3 clusters Score -5.505138e+07 nChanged 152708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153868 members 
Mstep: Class 2 contains 167284 members 
Entering Unmasked Estep 
Score: -55138412.000000 Penalty: 15532.594727
	Iteration 1F: 3 clusters Score -5.513841e+07 nChanged 9695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149745 members 
Mstep: Class 2 contains 171407 members 
Entering Unmasked Estep 
Score: -55141004.000000 Penalty: 15532.594727
	Iteration 2Q: 3 clusters Score -5.5141e+07 nChanged 10987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143290 members 
Mstep: Class 2 contains 177862 members 
Entering Unmasked Estep 
Score: -55144012.000000 Penalty: 15532.594727
	Iteration 3Q: 3 clusters Score -5.514401e+07 nChanged 13383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133573 members 
Mstep: Class 2 contains 187579 members 
Entering Unmasked Estep 
Score: -55149324.000000 Penalty: 15532.594727
	Iteration 4Q: 3 clusters Score -5.514932e+07 nChanged 17000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119427 members 
Mstep: Class 2 contains 201725 members 
Entering Unmasked Estep 
Score: -55157812.000000 Penalty: 15532.594727
	Iteration 5F: 3 clusters Score -5.515781e+07 nChanged 21678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100039 members 
Mstep: Class 2 contains 221113 members 
Entering Unmasked Estep 
Score: -55172648.000000 Penalty: 15532.594727
	Iteration 6F: 3 clusters Score -5.517265e+07 nChanged 24918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76951 members 
Mstep: Class 2 contains 244201 members 
Entering Unmasked Estep 
Score: -55192308.000000 Penalty: 15532.594727
	Iteration 7F: 3 clusters Score -5.519231e+07 nChanged 24106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54277 members 
Mstep: Class 2 contains 266875 members 
Entering Unmasked Estep 
Score: -55212700.000000 Penalty: 15532.594727
	Iteration 8F: 3 clusters Score -5.52127e+07 nChanged 18588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36863 members 
Mstep: Class 2 contains 284289 members 
Entering Unmasked Estep 
Score: -55229548.000000 Penalty: 15532.594727
	Iteration 9F: 3 clusters Score -5.522955e+07 nChanged 11898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 294879 members 
Entering Unmasked Estep 
Score: -55239896.000000 Penalty: 15532.594727
	Iteration 10Q: 3 clusters Score -5.52399e+07 nChanged 6964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 300519 members 
Entering Unmasked Estep 
Score: -55245076.000000 Penalty: 15532.594727
	Iteration 11Q: 3 clusters Score -5.524508e+07 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 303817 members 
Entering Unmasked Estep 
Score: -55247672.000000 Penalty: 15532.594727
	Iteration 12Q: 3 clusters Score -5.524767e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 306084 members 
Entering Unmasked Estep 
Score: -55249112.000000 Penalty: 15532.594727
	Iteration 13Q: 3 clusters Score -5.524911e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 307850 members 
Entering Unmasked Estep 
Score: -55250008.000000 Penalty: 15532.594727
	Iteration 14Q: 3 clusters Score -5.525001e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 309209 members 
Entering Unmasked Estep 
Score: -55250768.000000 Penalty: 15532.594727
	Iteration 15Q: 3 clusters Score -5.525077e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 310283 members 
Entering Unmasked Estep 
Score: -55251288.000000 Penalty: 15532.594727
	Iteration 16Q: 3 clusters Score -5.525129e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 311168 members 
Entering Unmasked Estep 
Score: -55251708.000000 Penalty: 15532.594727
	Iteration 17Q: 3 clusters Score -5.525171e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 311935 members 
Entering Unmasked Estep 
Score: -55252020.000000 Penalty: 15532.594727
	Iteration 18Q: 3 clusters Score -5.525202e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 312546 members 
Entering Unmasked Estep 
Score: -55252268.000000 Penalty: 15532.594727
	Iteration 19Q: 3 clusters Score -5.525227e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 313060 members 
Entering Unmasked Estep 
Score: -55252472.000000 Penalty: 15532.594727
	Iteration 20F: 3 clusters Score -5.525247e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 313505 members 
Entering Unmasked Estep 
Score: -55252640.000000 Penalty: 15532.594727
	Iteration 21Q: 3 clusters Score -5.525264e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 313894 members 
Entering Unmasked Estep 
Score: -55252804.000000 Penalty: 15532.594727
	Iteration 22Q: 3 clusters Score -5.52528e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 314221 members 
Entering Unmasked Estep 
Score: -55252980.000000 Penalty: 15532.594727
	Iteration 23Q: 3 clusters Score -5.525298e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 314477 members 
Entering Unmasked Estep 
Score: -55253156.000000 Penalty: 15532.594727
	Iteration 24Q: 3 clusters Score -5.525316e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 314685 members 
Entering Unmasked Estep 
Score: -55253128.000000 Penalty: 15532.594727
	Iteration 25Q: 3 clusters Score -5.525313e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 314887 members 
Entering Unmasked Estep 
Score: -55253268.000000 Penalty: 15532.594727
	Iteration 26Q: 3 clusters Score -5.525327e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 315061 members 
Entering Unmasked Estep 
Score: -55253280.000000 Penalty: 15532.594727
	Iteration 27Q: 3 clusters Score -5.525328e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 315207 members 
Entering Unmasked Estep 
Score: -55253244.000000 Penalty: 15532.594727
	Iteration 28Q: 3 clusters Score -5.525324e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 315326 members 
Entering Unmasked Estep 
Score: -55253304.000000 Penalty: 15532.594727
	Iteration 29Q: 3 clusters Score -5.52533e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 315418 members 
Entering Unmasked Estep 
Score: -55253304.000000 Penalty: 15532.594727
	Iteration 30Q: 3 clusters Score -5.52533e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 315505 members 
Entering Unmasked Estep 
Score: -55253388.000000 Penalty: 15532.594727
	Iteration 31Q: 3 clusters Score -5.525339e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 315577 members 
Entering Unmasked Estep 
Score: -55253468.000000 Penalty: 15532.594727
	Iteration 32Q: 3 clusters Score -5.525347e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 315664 members 
Entering Unmasked Estep 
Score: -55253476.000000 Penalty: 15532.594727
	Iteration 33Q: 3 clusters Score -5.525348e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 315731 members 
Entering Unmasked Estep 
Score: -55253536.000000 Penalty: 15532.594727
	Iteration 34Q: 3 clusters Score -5.525354e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 315801 members 
Entering Unmasked Estep 
Score: -55253572.000000 Penalty: 15532.594727
	Iteration 35Q: 3 clusters Score -5.525357e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 315883 members 
Entering Unmasked Estep 
Score: -55253624.000000 Penalty: 15532.594727
	Iteration 36Q: 3 clusters Score -5.525362e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 315951 members 
Entering Unmasked Estep 
Score: -55253608.000000 Penalty: 15532.594727
	Iteration 37Q: 3 clusters Score -5.525361e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 315992 members 
Entering Unmasked Estep 
Score: -55253616.000000 Penalty: 15532.594727
	Iteration 38Q: 3 clusters Score -5.525362e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 316038 members 
Entering Unmasked Estep 
Score: -55253624.000000 Penalty: 15532.594727
	Iteration 39Q: 3 clusters Score -5.525362e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 316093 members 
Entering Unmasked Estep 
Score: -55253700.000000 Penalty: 15532.594727
	Iteration 40F: 3 clusters Score -5.52537e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 316125 members 
Entering Unmasked Estep 
Score: -55253660.000000 Penalty: 15532.594727
	Iteration 41Q: 3 clusters Score -5.525366e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 316166 members 
Entering Unmasked Estep 
Score: -55253712.000000 Penalty: 15532.594727
	Iteration 42Q: 3 clusters Score -5.525371e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 316194 members 
Entering Unmasked Estep 
Score: -55253660.000000 Penalty: 15532.594727
	Iteration 43Q: 3 clusters Score -5.525366e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 316224 members 
Entering Unmasked Estep 
Score: -55253748.000000 Penalty: 15532.594727
	Iteration 44Q: 3 clusters Score -5.525375e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 316256 members 
Entering Unmasked Estep 
Score: -55253808.000000 Penalty: 15532.594727
	Iteration 45Q: 3 clusters Score -5.525381e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 316292 members 
Entering Unmasked Estep 
Score: -55253844.000000 Penalty: 15532.594727
	Iteration 46Q: 3 clusters Score -5.525384e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 316317 members 
Entering Unmasked Estep 
Score: -55253856.000000 Penalty: 15532.594727
	Iteration 47Q: 3 clusters Score -5.525386e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 316343 members 
Entering Unmasked Estep 
Score: -55253844.000000 Penalty: 15532.594727
	Iteration 48Q: 3 clusters Score -5.525384e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 316363 members 
Entering Unmasked Estep 
Score: -55253860.000000 Penalty: 15532.594727
	Iteration 49Q: 3 clusters Score -5.525386e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 316375 members 
Entering Unmasked Estep 
Score: -55253852.000000 Penalty: 15532.594727
	Iteration 50Q: 3 clusters Score -5.525385e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 316389 members 
Entering Unmasked Estep 
Score: -55253852.000000 Penalty: 15532.594727
	Iteration 51Q: 3 clusters Score -5.525385e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 316406 members 
Entering Unmasked Estep 
Score: -55253868.000000 Penalty: 15532.594727
	Iteration 52Q: 3 clusters Score -5.525387e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 316415 members 
Entering Unmasked Estep 
Score: -55253872.000000 Penalty: 15532.594727
	Iteration 53Q: 3 clusters Score -5.525387e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 316421 members 
Entering Unmasked Estep 
Score: -55253864.000000 Penalty: 15532.594727
	Iteration 54Q: 3 clusters Score -5.525386e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 316429 members 
Entering Unmasked Estep 
Score: -55253868.000000 Penalty: 15532.594727
	Iteration 55Q: 3 clusters Score -5.525387e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 316436 members 
Entering Unmasked Estep 
Score: -55253852.000000 Penalty: 15532.594727
	Iteration 56Q: 3 clusters Score -5.525385e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 316442 members 
Entering Unmasked Estep 
Score: -55253836.000000 Penalty: 15532.594727
	Iteration 57Q: 3 clusters Score -5.525384e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 316449 members 
Entering Unmasked Estep 
Score: -55253840.000000 Penalty: 15532.594727
	Iteration 58Q: 3 clusters Score -5.525384e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 316458 members 
Entering Unmasked Estep 
Score: -55253820.000000 Penalty: 15532.594727
	Iteration 59Q: 3 clusters Score -5.525382e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 316464 members 
Entering Unmasked Estep 
Score: -55253796.000000 Penalty: 15532.594727
	Iteration 60F: 3 clusters Score -5.52538e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 316470 members 
Entering Unmasked Estep 
Score: -55253840.000000 Penalty: 15532.594727
	Iteration 61Q: 3 clusters Score -5.525384e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 316477 members 
Entering Unmasked Estep 
Score: -55253844.000000 Penalty: 15532.594727
	Iteration 62Q: 3 clusters Score -5.525384e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 316486 members 
Entering Unmasked Estep 
Score: -55253852.000000 Penalty: 15532.594727
	Iteration 63Q: 3 clusters Score -5.525385e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 316491 members 
Entering Unmasked Estep 
Score: -55253832.000000 Penalty: 15532.594727
	Iteration 64Q: 3 clusters Score -5.525383e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 316498 members 
Entering Unmasked Estep 
Score: -55253896.000000 Penalty: 15532.594727
	Iteration 65Q: 3 clusters Score -5.52539e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 316507 members 
Entering Unmasked Estep 
Score: -55253848.000000 Penalty: 15532.594727
	Iteration 66Q: 3 clusters Score -5.525385e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 316507 members 
Entering Unmasked Estep 
Score: -55253864.000000 Penalty: 15532.594727
	Iteration 67Q: 3 clusters Score -5.525386e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 316516 members 
Entering Unmasked Estep 
Score: -55253848.000000 Penalty: 15532.594727
	Iteration 68Q: 3 clusters Score -5.525385e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 316517 members 
Entering Unmasked Estep 
Score: -55253852.000000 Penalty: 15532.594727
	Iteration 69Q: 3 clusters Score -5.525385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 316518 members 
Entering Unmasked Estep 
Score: -55253848.000000 Penalty: 15532.594727
	Iteration 70Q: 3 clusters Score -5.525385e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 316519 members 
Entering Unmasked Estep 
Score: -55253852.000000 Penalty: 15532.594727
	Iteration 71Q: 3 clusters Score -5.525385e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 316524 members 
Entering Unmasked Estep 
Score: -55253848.000000 Penalty: 15532.594727
	Iteration 72Q: 3 clusters Score -5.525385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 316525 members 
Entering Unmasked Estep 
Score: -55253876.000000 Penalty: 15532.594727
	Iteration 73Q: 3 clusters Score -5.525388e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 316526 members 
Entering Unmasked Estep 
Score: -55253868.000000 Penalty: 15532.594727
	Iteration 74Q: 3 clusters Score -5.525387e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 316526 members 
Entering Unmasked Estep 
Score: -55253868.000000 Penalty: 15532.594727
	Iteration 75F: 3 clusters Score -5.525387e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Entering Unmasked Estep 
Score: -391415.718750 Penalty: 4777.600098
	Iteration 0F: 2 clusters Score -391415.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -386144.531250 Penalty: 9555.200195
	Iteration 0F: 3 clusters Score -386144.5 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -386822.750000 Penalty: 9555.200195
	Iteration 1F: 3 clusters Score -386822.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -387057.906250 Penalty: 9555.200195
	Iteration 2F: 3 clusters Score -387057.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -387234.687500 Penalty: 9555.200195
	Iteration 3Q: 3 clusters Score -387234.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -387403.062500 Penalty: 9555.200195
	Iteration 4Q: 3 clusters Score -387403.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -387622.156250 Penalty: 9555.200195
	Iteration 5Q: 3 clusters Score -387622.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -387835.281250 Penalty: 9555.200195
	Iteration 6Q: 3 clusters Score -387835.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -388021.625000 Penalty: 9555.200195
	Iteration 7Q: 3 clusters Score -388021.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -388166.437500 Penalty: 9555.200195
	Iteration 8Q: 3 clusters Score -388166.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -388275.687500 Penalty: 9555.200195
	Iteration 9Q: 3 clusters Score -388275.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -388365.375000 Penalty: 9555.200195
	Iteration 10Q: 3 clusters Score -388365.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -388459.656250 Penalty: 9555.200195
	Iteration 11Q: 3 clusters Score -388459.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -388540.500000 Penalty: 9555.200195
	Iteration 12Q: 3 clusters Score -388540.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -388608.375000 Penalty: 9555.200195
	Iteration 13Q: 3 clusters Score -388608.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -388702.718750 Penalty: 9555.200195
	Iteration 14Q: 3 clusters Score -388702.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -388816.187500 Penalty: 9555.200195
	Iteration 15Q: 3 clusters Score -388816.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -388948.718750 Penalty: 9555.200195
	Iteration 16Q: 3 clusters Score -388948.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -389132.343750 Penalty: 9555.200195
	Iteration 17Q: 3 clusters Score -389132.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -389330.500000 Penalty: 9555.200195
	Iteration 18Q: 3 clusters Score -389330.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -389495.562500 Penalty: 9555.200195
	Iteration 19Q: 3 clusters Score -389495.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -389660.218750 Penalty: 9555.200195
	Iteration 20F: 3 clusters Score -389660.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -389775.906250 Penalty: 9555.200195
	Iteration 21Q: 3 clusters Score -389775.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -389835.250000 Penalty: 9555.200195
	Iteration 22Q: 3 clusters Score -389835.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -389878.937500 Penalty: 9555.200195
	Iteration 23Q: 3 clusters Score -389878.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -389890.906250 Penalty: 9555.200195
	Iteration 24Q: 3 clusters Score -389890.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -389893.125000 Penalty: 9555.200195
	Iteration 25Q: 3 clusters Score -389893.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -389895.468750 Penalty: 9555.200195
	Iteration 26Q: 3 clusters Score -389895.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -389897.656250 Penalty: 9555.200195
	Iteration 27Q: 3 clusters Score -389897.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -389902.375000 Penalty: 9555.200195
	Iteration 28Q: 3 clusters Score -389902.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -389905.812500 Penalty: 9555.200195
	Iteration 29Q: 3 clusters Score -389905.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -389908.343750 Penalty: 9555.200195
	Iteration 30Q: 3 clusters Score -389908.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -389915.906250 Penalty: 9555.200195
	Iteration 31Q: 3 clusters Score -389915.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -389920.687500 Penalty: 9555.200195
	Iteration 32Q: 3 clusters Score -389920.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -389925.968750 Penalty: 9555.200195
	Iteration 33Q: 3 clusters Score -389926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -389932.031250 Penalty: 9555.200195
	Iteration 34Q: 3 clusters Score -389932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -389937.156250 Penalty: 9555.200195
	Iteration 35Q: 3 clusters Score -389937.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -389940.656250 Penalty: 9555.200195
	Iteration 36Q: 3 clusters Score -389940.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -389942.281250 Penalty: 9555.200195
	Iteration 37Q: 3 clusters Score -389942.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -389945.218750 Penalty: 9555.200195
	Iteration 38Q: 3 clusters Score -389945.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -389945.218750 Penalty: 9555.200195
	Iteration 39F: 3 clusters Score -389945.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Entering Unmasked Estep 
Score: -158492.062500 Penalty: 4247.318359
	Iteration 0F: 2 clusters Score -158492.1 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 508 members 
Entering Unmasked Estep 
Score: -154419.140625 Penalty: 8494.636719
	Iteration 0F: 3 clusters Score -154419.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -154751.640625 Penalty: 8494.636719
	Iteration 1F: 3 clusters Score -154751.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -154942.687500 Penalty: 8494.636719
	Iteration 2Q: 3 clusters Score -154942.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -155089.796875 Penalty: 8494.636719
	Iteration 3Q: 3 clusters Score -155089.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -155187.437500 Penalty: 8494.636719
	Iteration 4Q: 3 clusters Score -155187.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -155263.156250 Penalty: 8494.636719
	Iteration 5Q: 3 clusters Score -155263.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -155375.062500 Penalty: 8494.636719
	Iteration 6Q: 3 clusters Score -155375.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -155526.296875 Penalty: 8494.636719
	Iteration 7Q: 3 clusters Score -155526.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -155678.921875 Penalty: 8494.636719
	Iteration 8Q: 3 clusters Score -155678.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -155809.234375 Penalty: 8494.636719
	Iteration 9Q: 3 clusters Score -155809.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -155947.531250 Penalty: 8494.636719
	Iteration 10Q: 3 clusters Score -155947.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -156031.875000 Penalty: 8494.636719
	Iteration 11Q: 3 clusters Score -156031.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -156086.375000 Penalty: 8494.636719
	Iteration 12Q: 3 clusters Score -156086.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -156139.750000 Penalty: 8494.636719
	Iteration 13Q: 3 clusters Score -156139.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -156168.234375 Penalty: 8494.636719
	Iteration 14Q: 3 clusters Score -156168.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -156193.171875 Penalty: 8494.636719
	Iteration 15Q: 3 clusters Score -156193.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -156207.468750 Penalty: 8494.636719
	Iteration 16Q: 3 clusters Score -156207.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -156224.078125 Penalty: 8494.636719
	Iteration 17Q: 3 clusters Score -156224.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -156240.187500 Penalty: 8494.636719
	Iteration 18Q: 3 clusters Score -156240.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -156253.437500 Penalty: 8494.636719
	Iteration 19Q: 3 clusters Score -156253.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -156268.875000 Penalty: 8494.636719
	Iteration 20F: 3 clusters Score -156268.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -156286.031250 Penalty: 8494.636719
	Iteration 21Q: 3 clusters Score -156286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -156295.328125 Penalty: 8494.636719
	Iteration 22Q: 3 clusters Score -156295.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -156304.718750 Penalty: 8494.636719
	Iteration 23Q: 3 clusters Score -156304.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -156313.343750 Penalty: 8494.636719
	Iteration 24Q: 3 clusters Score -156313.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -156319.734375 Penalty: 8494.636719
	Iteration 25Q: 3 clusters Score -156319.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -156327.015625 Penalty: 8494.636719
	Iteration 26Q: 3 clusters Score -156327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -156332.906250 Penalty: 8494.636719
	Iteration 27Q: 3 clusters Score -156332.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -156342.687500 Penalty: 8494.636719
	Iteration 28Q: 3 clusters Score -156342.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -156347.093750 Penalty: 8494.636719
	Iteration 29Q: 3 clusters Score -156347.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -156352.609375 Penalty: 8494.636719
	Iteration 30Q: 3 clusters Score -156352.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -156354.234375 Penalty: 8494.636719
	Iteration 31Q: 3 clusters Score -156354.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -156354.234375 Penalty: 8494.636719
	Iteration 32F: 3 clusters Score -156354.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Entering Unmasked Estep 
Score: -147202.093750 Penalty: 4194.403320
	Iteration 0F: 2 clusters Score -147202.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -143254.781250 Penalty: 8388.806641
	Iteration 0F: 3 clusters Score -143254.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -143619.031250 Penalty: 8388.806641
	Iteration 1F: 3 clusters Score -143619 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -143714.359375 Penalty: 8388.806641
	Iteration 2Q: 3 clusters Score -143714.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -143759.953125 Penalty: 8388.806641
	Iteration 3Q: 3 clusters Score -143760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -143774.375000 Penalty: 8388.806641
	Iteration 4Q: 3 clusters Score -143774.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -143780.562500 Penalty: 8388.806641
	Iteration 5Q: 3 clusters Score -143780.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -143790.703125 Penalty: 8388.806641
	Iteration 6Q: 3 clusters Score -143790.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -143799.656250 Penalty: 8388.806641
	Iteration 7Q: 3 clusters Score -143799.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -143803.734375 Penalty: 8388.806641
	Iteration 8Q: 3 clusters Score -143803.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -143803.734375 Penalty: 8388.806641
	Iteration 9F: 3 clusters Score -143803.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (130869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130869 members 
Entering Unmasked Estep 
Score: -22593938.000000 Penalty: 7216.445312
	Iteration 0F: 2 clusters Score -2.259394e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65122 members 
Mstep: Class 2 contains 65747 members 
Entering Unmasked Estep 
Score: -22505740.000000 Penalty: 14432.890625
	Iteration 0F: 3 clusters Score -2.250574e+07 nChanged 60455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62507 members 
Mstep: Class 2 contains 68362 members 
Entering Unmasked Estep 
Score: -22539416.000000 Penalty: 14432.890625
	Iteration 1F: 3 clusters Score -2.253942e+07 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60628 members 
Mstep: Class 2 contains 70241 members 
Entering Unmasked Estep 
Score: -22540724.000000 Penalty: 14432.890625
	Iteration 2Q: 3 clusters Score -2.254072e+07 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57872 members 
Mstep: Class 2 contains 72997 members 
Entering Unmasked Estep 
Score: -22542474.000000 Penalty: 14432.890625
	Iteration 3Q: 3 clusters Score -2.254247e+07 nChanged 5951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53897 members 
Mstep: Class 2 contains 76972 members 
Entering Unmasked Estep 
Score: -22544950.000000 Penalty: 14432.890625
	Iteration 4Q: 3 clusters Score -2.254495e+07 nChanged 7077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48472 members 
Mstep: Class 2 contains 82397 members 
Entering Unmasked Estep 
Score: -22548786.000000 Penalty: 14432.890625
	Iteration 5F: 3 clusters Score -2.254879e+07 nChanged 8508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41454 members 
Mstep: Class 2 contains 89415 members 
Entering Unmasked Estep 
Score: -22554474.000000 Penalty: 14432.890625
	Iteration 6F: 3 clusters Score -2.255447e+07 nChanged 9437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33145 members 
Mstep: Class 2 contains 97724 members 
Entering Unmasked Estep 
Score: -22561482.000000 Penalty: 14432.890625
	Iteration 7F: 3 clusters Score -2.256148e+07 nChanged 9114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 106062 members 
Entering Unmasked Estep 
Score: -22568878.000000 Penalty: 14432.890625
	Iteration 8F: 3 clusters Score -2.256888e+07 nChanged 7650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 113232 members 
Entering Unmasked Estep 
Score: -22575584.000000 Penalty: 14432.890625
	Iteration 9F: 3 clusters Score -2.257558e+07 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 118358 members 
Entering Unmasked Estep 
Score: -22580420.000000 Penalty: 14432.890625
	Iteration 10Q: 3 clusters Score -2.258042e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 121469 members 
Entering Unmasked Estep 
Score: -22583460.000000 Penalty: 14432.890625
	Iteration 11Q: 3 clusters Score -2.258346e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 123222 members 
Entering Unmasked Estep 
Score: -22585212.000000 Penalty: 14432.890625
	Iteration 12Q: 3 clusters Score -2.258521e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 124226 members 
Entering Unmasked Estep 
Score: -22586222.000000 Penalty: 14432.890625
	Iteration 13Q: 3 clusters Score -2.258622e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 124882 members 
Entering Unmasked Estep 
Score: -22586812.000000 Penalty: 14432.890625
	Iteration 14Q: 3 clusters Score -2.258681e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 125349 members 
Entering Unmasked Estep 
Score: -22587146.000000 Penalty: 14432.890625
	Iteration 15Q: 3 clusters Score -2.258715e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 125676 members 
Entering Unmasked Estep 
Score: -22587326.000000 Penalty: 14432.890625
	Iteration 16Q: 3 clusters Score -2.258733e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 125963 members 
Entering Unmasked Estep 
Score: -22587524.000000 Penalty: 14432.890625
	Iteration 17Q: 3 clusters Score -2.258752e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 126156 members 
Entering Unmasked Estep 
Score: -22587620.000000 Penalty: 14432.890625
	Iteration 18Q: 3 clusters Score -2.258762e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 126302 members 
Entering Unmasked Estep 
Score: -22587682.000000 Penalty: 14432.890625
	Iteration 19Q: 3 clusters Score -2.258768e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 126429 members 
Entering Unmasked Estep 
Score: -22587740.000000 Penalty: 14432.890625
	Iteration 20F: 3 clusters Score -2.258774e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 126540 members 
Entering Unmasked Estep 
Score: -22587768.000000 Penalty: 14432.890625
	Iteration 21Q: 3 clusters Score -2.258777e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 126642 members 
Entering Unmasked Estep 
Score: -22587822.000000 Penalty: 14432.890625
	Iteration 22Q: 3 clusters Score -2.258782e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 126732 members 
Entering Unmasked Estep 
Score: -22587852.000000 Penalty: 14432.890625
	Iteration 23Q: 3 clusters Score -2.258785e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 126822 members 
Entering Unmasked Estep 
Score: -22587868.000000 Penalty: 14432.890625
	Iteration 24Q: 3 clusters Score -2.258787e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 126898 members 
Entering Unmasked Estep 
Score: -22587902.000000 Penalty: 14432.890625
	Iteration 25Q: 3 clusters Score -2.25879e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 126962 members 
Entering Unmasked Estep 
Score: -22587918.000000 Penalty: 14432.890625
	Iteration 26Q: 3 clusters Score -2.258792e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 127022 members 
Entering Unmasked Estep 
Score: -22587962.000000 Penalty: 14432.890625
	Iteration 27Q: 3 clusters Score -2.258796e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 127073 members 
Entering Unmasked Estep 
Score: -22587980.000000 Penalty: 14432.890625
	Iteration 28Q: 3 clusters Score -2.258798e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 127113 members 
Entering Unmasked Estep 
Score: -22587996.000000 Penalty: 14432.890625
	Iteration 29Q: 3 clusters Score -2.2588e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 127142 members 
Entering Unmasked Estep 
Score: -22587990.000000 Penalty: 14432.890625
	Iteration 30Q: 3 clusters Score -2.258799e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 127170 members 
Entering Unmasked Estep 
Score: -22587988.000000 Penalty: 14432.890625
	Iteration 31Q: 3 clusters Score -2.258799e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 127191 members 
Entering Unmasked Estep 
Score: -22588042.000000 Penalty: 14432.890625
	Iteration 32Q: 3 clusters Score -2.258804e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 127221 members 
Entering Unmasked Estep 
Score: -22588054.000000 Penalty: 14432.890625
	Iteration 33Q: 3 clusters Score -2.258805e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 127251 members 
Entering Unmasked Estep 
Score: -22588068.000000 Penalty: 14432.890625
	Iteration 34Q: 3 clusters Score -2.258807e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 127279 members 
Entering Unmasked Estep 
Score: -22588060.000000 Penalty: 14432.890625
	Iteration 35Q: 3 clusters Score -2.258806e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 127311 members 
Entering Unmasked Estep 
Score: -22588062.000000 Penalty: 14432.890625
	Iteration 36Q: 3 clusters Score -2.258806e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 127344 members 
Entering Unmasked Estep 
Score: -22588064.000000 Penalty: 14432.890625
	Iteration 37Q: 3 clusters Score -2.258806e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 127373 members 
Entering Unmasked Estep 
Score: -22588088.000000 Penalty: 14432.890625
	Iteration 38Q: 3 clusters Score -2.258809e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 127399 members 
Entering Unmasked Estep 
Score: -22588094.000000 Penalty: 14432.890625
	Iteration 39Q: 3 clusters Score -2.258809e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 127422 members 
Entering Unmasked Estep 
Score: -22588120.000000 Penalty: 14432.890625
	Iteration 40F: 3 clusters Score -2.258812e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 127441 members 
Entering Unmasked Estep 
Score: -22588110.000000 Penalty: 14432.890625
	Iteration 41Q: 3 clusters Score -2.258811e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 127456 members 
Entering Unmasked Estep 
Score: -22588112.000000 Penalty: 14432.890625
	Iteration 42Q: 3 clusters Score -2.258811e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 127473 members 
Entering Unmasked Estep 
Score: -22588102.000000 Penalty: 14432.890625
	Iteration 43Q: 3 clusters Score -2.25881e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 127486 members 
Entering Unmasked Estep 
Score: -22588130.000000 Penalty: 14432.890625
	Iteration 44Q: 3 clusters Score -2.258813e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 127495 members 
Entering Unmasked Estep 
Score: -22588140.000000 Penalty: 14432.890625
	Iteration 45Q: 3 clusters Score -2.258814e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 127499 members 
Entering Unmasked Estep 
Score: -22588126.000000 Penalty: 14432.890625
	Iteration 46Q: 3 clusters Score -2.258813e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 127505 members 
Entering Unmasked Estep 
Score: -22588130.000000 Penalty: 14432.890625
	Iteration 47Q: 3 clusters Score -2.258813e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 127509 members 
Entering Unmasked Estep 
Score: -22588136.000000 Penalty: 14432.890625
	Iteration 48Q: 3 clusters Score -2.258814e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 127514 members 
Entering Unmasked Estep 
Score: -22588138.000000 Penalty: 14432.890625
	Iteration 49Q: 3 clusters Score -2.258814e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 127514 members 
Entering Unmasked Estep 
Score: -22588138.000000 Penalty: 14432.890625
	Iteration 50F: 3 clusters Score -2.258814e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Entering Unmasked Estep 
Score: -1727059.375000 Penalty: 5668.879883
	Iteration 0F: 2 clusters Score -1727059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1716510.500000 Penalty: 11337.759766
	Iteration 0F: 3 clusters Score -1716510 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1718758.250000 Penalty: 11337.759766
	Iteration 1F: 3 clusters Score -1718758 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1719258.750000 Penalty: 11337.759766
	Iteration 2F: 3 clusters Score -1719259 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1719614.625000 Penalty: 11337.759766
	Iteration 3F: 3 clusters Score -1719615 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1719906.625000 Penalty: 11337.759766
	Iteration 4Q: 3 clusters Score -1719907 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1720249.250000 Penalty: 11337.759766
	Iteration 5Q: 3 clusters Score -1720249 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1720586.375000 Penalty: 11337.759766
	Iteration 6Q: 3 clusters Score -1720586 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1720903.125000 Penalty: 11337.759766
	Iteration 7Q: 3 clusters Score -1720903 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1721178.375000 Penalty: 11337.759766
	Iteration 8Q: 3 clusters Score -1721178 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1721442.000000 Penalty: 11337.759766
	Iteration 9Q: 3 clusters Score -1721442 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1721694.000000 Penalty: 11337.759766
	Iteration 10Q: 3 clusters Score -1721694 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1721952.125000 Penalty: 11337.759766
	Iteration 11Q: 3 clusters Score -1721952 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1722172.500000 Penalty: 11337.759766
	Iteration 12Q: 3 clusters Score -1722172 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1722331.125000 Penalty: 11337.759766
	Iteration 13Q: 3 clusters Score -1722331 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1722464.125000 Penalty: 11337.759766
	Iteration 14Q: 3 clusters Score -1722464 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1722561.500000 Penalty: 11337.759766
	Iteration 15Q: 3 clusters Score -1722562 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1722650.875000 Penalty: 11337.759766
	Iteration 16Q: 3 clusters Score -1722651 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1722722.625000 Penalty: 11337.759766
	Iteration 17Q: 3 clusters Score -1722723 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1722787.625000 Penalty: 11337.759766
	Iteration 18Q: 3 clusters Score -1722788 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1722842.250000 Penalty: 11337.759766
	Iteration 19Q: 3 clusters Score -1722842 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1722882.375000 Penalty: 11337.759766
	Iteration 20F: 3 clusters Score -1722882 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1722911.750000 Penalty: 11337.759766
	Iteration 21Q: 3 clusters Score -1722912 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1722930.750000 Penalty: 11337.759766
	Iteration 22Q: 3 clusters Score -1722931 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1722947.250000 Penalty: 11337.759766
	Iteration 23Q: 3 clusters Score -1722947 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1722961.500000 Penalty: 11337.759766
	Iteration 24Q: 3 clusters Score -1722962 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1722973.000000 Penalty: 11337.759766
	Iteration 25Q: 3 clusters Score -1722973 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1722995.000000 Penalty: 11337.759766
	Iteration 26Q: 3 clusters Score -1722995 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1723005.500000 Penalty: 11337.759766
	Iteration 27Q: 3 clusters Score -1723006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1723015.375000 Penalty: 11337.759766
	Iteration 28Q: 3 clusters Score -1723015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1723019.500000 Penalty: 11337.759766
	Iteration 29Q: 3 clusters Score -1723020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1723018.750000 Penalty: 11337.759766
	Iteration 30Q: 3 clusters Score -1723019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1723020.250000 Penalty: 11337.759766
	Iteration 31Q: 3 clusters Score -1723020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1723023.875000 Penalty: 11337.759766
	Iteration 32Q: 3 clusters Score -1723024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1723023.750000 Penalty: 11337.759766
	Iteration 33Q: 3 clusters Score -1723024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1723025.750000 Penalty: 11337.759766
	Iteration 34Q: 3 clusters Score -1723026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1723026.875000 Penalty: 11337.759766
	Iteration 35Q: 3 clusters Score -1723027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1723026.875000 Penalty: 11337.759766
	Iteration 36F: 3 clusters Score -1723027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Entering Unmasked Estep 
Score: -186080.890625 Penalty: 4324.015625
	Iteration 0F: 2 clusters Score -186080.9 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 562 members 
Entering Unmasked Estep 
Score: -181719.250000 Penalty: 8648.031250
	Iteration 0F: 3 clusters Score -181719.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -182111.859375 Penalty: 8648.031250
	Iteration 1F: 3 clusters Score -182111.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -182229.953125 Penalty: 8648.031250
	Iteration 2Q: 3 clusters Score -182230 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -182298.671875 Penalty: 8648.031250
	Iteration 3Q: 3 clusters Score -182298.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -182352.375000 Penalty: 8648.031250
	Iteration 4Q: 3 clusters Score -182352.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -182370.562500 Penalty: 8648.031250
	Iteration 5Q: 3 clusters Score -182370.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -182382.093750 Penalty: 8648.031250
	Iteration 6Q: 3 clusters Score -182382.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -182396.031250 Penalty: 8648.031250
	Iteration 7Q: 3 clusters Score -182396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -182402.796875 Penalty: 8648.031250
	Iteration 8Q: 3 clusters Score -182402.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -182407.984375 Penalty: 8648.031250
	Iteration 9Q: 3 clusters Score -182408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -182409.218750 Penalty: 8648.031250
	Iteration 10Q: 3 clusters Score -182409.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -182410.937500 Penalty: 8648.031250
	Iteration 11Q: 3 clusters Score -182410.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -182410.937500 Penalty: 8648.031250
	Iteration 12F: 3 clusters Score -182410.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (39263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39263 members 
Entering Unmasked Estep 
Score: -6595259.500000 Penalty: 6479.048340
	Iteration 0F: 2 clusters Score -6595260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -6566471.000000 Penalty: 12958.096680
	Iteration 0F: 3 clusters Score -6566471 nChanged 16981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -6575270.500000 Penalty: 12958.096680
	Iteration 1F: 3 clusters Score -6575270 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -6576076.500000 Penalty: 12958.096680
	Iteration 2F: 3 clusters Score -6576076 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -6576795.000000 Penalty: 12958.096680
	Iteration 3Q: 3 clusters Score -6576795 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -6577457.000000 Penalty: 12958.096680
	Iteration 4Q: 3 clusters Score -6577457 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -6578310.000000 Penalty: 12958.096680
	Iteration 5Q: 3 clusters Score -6578310 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -6579614.500000 Penalty: 12958.096680
	Iteration 6Q: 3 clusters Score -6579614 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -6581610.000000 Penalty: 12958.096680
	Iteration 7F: 3 clusters Score -6581610 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 25872 members 
Entering Unmasked Estep 
Score: -6584061.500000 Penalty: 12958.096680
	Iteration 8F: 3 clusters Score -6584062 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 27500 members 
Entering Unmasked Estep 
Score: -6586264.500000 Penalty: 12958.096680
	Iteration 9F: 3 clusters Score -6586264 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 28789 members 
Entering Unmasked Estep 
Score: -6587817.000000 Penalty: 12958.096680
	Iteration 10F: 3 clusters Score -6587817 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 29612 members 
Entering Unmasked Estep 
Score: -6588719.500000 Penalty: 12958.096680
	Iteration 11Q: 3 clusters Score -6588720 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 30055 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -6589280 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 30234 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -6589624 nChanged 623
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 30283 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -6589828 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 30279 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -6589990 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 30224 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -6590100 nChanged 274
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 30166 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -6590162 nChanged 202
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 30100 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -6590216 nChanged 161
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -6590246 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 29981 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -6590280 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 29934 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6590276 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 29894 members 
Entering Unmasked Estep 
Score: -6590286.500000 Penalty: 12958.096680
	Iteration 22Q: 3 clusters Score -6590286 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 29865 members 
Entering Unmasked Estep 
Score: -6590302.000000 Penalty: 12958.096680
	Iteration 23Q: 3 clusters Score -6590302 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 29838 members 
Entering Unmasked Estep 
Score: -6590316.500000 Penalty: 12958.096680
	Iteration 24Q: 3 clusters Score -6590316 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 29813 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -6590326 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 29783 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6590328 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 29755 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6590328 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6590328 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 29704 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6590339 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 29686 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6590339 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 29669 members 
Entering Unmasked Estep 
Score: -6590338.500000 Penalty: 12958.096680
	Iteration 31Q: 3 clusters Score -6590338 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 29649 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6590340 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 29632 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6590348 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 29614 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6590356 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 29588 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6590366 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 29557 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6590364 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 29529 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6590364 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 29496 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6590365 nChanged 27
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Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 29475 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6590384 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 29446 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6590382 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 29418 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6590394 nChanged 31
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Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 29389 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6590386 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6590390 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 29336 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6590392 nChanged 31
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Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 29307 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6590400 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 29272 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6590404 nChanged 38
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Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 29236 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6590392 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 29199 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6590422 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 29160 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6590422 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 29114 members 
Entering Unmasked Estep 
Score: -6590421.500000 Penalty: 12958.096680
	Iteration 50Q: 3 clusters Score -6590422 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 29075 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6590428 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 29033 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6590442 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 28994 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6590431 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 28942 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6590439 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 28903 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6590448 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 28873 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6590437 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 28848 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6590446 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 28818 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6590442 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 28795 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6590438 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6590446 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 28746 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6590443 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 28720 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6590435 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 28700 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6590438 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 28684 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6590436 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 28670 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6590446 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6590463 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10625 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6590458 nChanged 20
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Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 28620 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6590450 nChanged 24
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Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 28596 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6590459 nChanged 28
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Mstep: Class 1 contains 10691 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6590448 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 28550 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6590453 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10743 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6590468 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 28494 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6590468 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 28470 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6590472 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10817 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6590469 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 28421 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6590478 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 28397 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6590478 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 28376 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6590482 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 28352 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6590490 nChanged 20
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Mstep: Class 1 contains 10929 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6590482 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 28308 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6590506 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 28279 members 
Entering Unmasked Estep 
Score: -6590518.500000 Penalty: 12958.096680
	Iteration 82Q: 3 clusters Score -6590518 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 28256 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6590518 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
Score: -6590520.500000 Penalty: 12958.096680
	Iteration 84Q: 3 clusters Score -6590520 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 28213 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6590529 nChanged 18
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Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 28197 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6590527 nChanged 21
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Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 28176 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6590538 nChanged 34
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Mstep: Class 1 contains 11121 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6590560 nChanged 35
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Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 28107 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6590557 nChanged 34
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Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 28075 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6590564 nChanged 34
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Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 28045 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6590563 nChanged 36
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Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6590564 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 27977 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6590568 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 27934 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6590580 nChanged 42
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Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6590564 nChanged 31
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Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 27863 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6590588 nChanged 32
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Mstep: Class 1 contains 11430 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6590598 nChanged 22
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Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 27811 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6590586 nChanged 14
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Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6590595 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 27785 members 
Entering Unmasked Estep 
Score: -6590603.500000 Penalty: 12958.096680
	Iteration 100F: 3 clusters Score -6590604 nChanged 19
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Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 27766 members 
Entering Unmasked Estep 
Score: -6590602.500000 Penalty: 12958.096680
	Iteration 101Q: 3 clusters Score -6590602 nChanged 23
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Mstep: Class 1 contains 11520 members 
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Entering Unmasked Estep 
Score: -6590621.500000 Penalty: 12958.096680
	Iteration 102Q: 3 clusters Score -6590622 nChanged 20
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Entering Unmasked Estep 
Score: -6590621.500000 Penalty: 12958.096680
	Iteration 103Q: 3 clusters Score -6590622 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 27705 members 
Entering Unmasked Estep 
Score: -6590613.000000 Penalty: 12958.096680
	Iteration 104Q: 3 clusters Score -6590613 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 27685 members 
Entering Unmasked Estep 
Score: -6590615.500000 Penalty: 12958.096680
	Iteration 105Q: 3 clusters Score -6590616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 27669 members 
Entering Unmasked Estep 
Score: -6590614.000000 Penalty: 12958.096680
	Iteration 106Q: 3 clusters Score -6590614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 27656 members 
Entering Unmasked Estep 
Score: -6590616.000000 Penalty: 12958.096680
	Iteration 107Q: 3 clusters Score -6590616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 27644 members 
Entering Unmasked Estep 
Score: -6590605.500000 Penalty: 12958.096680
	Iteration 108Q: 3 clusters Score -6590606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
Score: -6590616.500000 Penalty: 12958.096680
	Iteration 109Q: 3 clusters Score -6590616 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 27613 members 
Entering Unmasked Estep 
Score: -6590642.500000 Penalty: 12958.096680
	Iteration 110Q: 3 clusters Score -6590642 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -6590631.000000 Penalty: 12958.096680
	Iteration 111Q: 3 clusters Score -6590631 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 27570 members 
Entering Unmasked Estep 
Score: -6590647.500000 Penalty: 12958.096680
	Iteration 112Q: 3 clusters Score -6590648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -6590641.000000 Penalty: 12958.096680
	Iteration 113Q: 3 clusters Score -6590641 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 27533 members 
Entering Unmasked Estep 
Score: -6590634.500000 Penalty: 12958.096680
	Iteration 114Q: 3 clusters Score -6590634 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 27511 members 
Entering Unmasked Estep 
Score: -6590640.000000 Penalty: 12958.096680
	Iteration 115Q: 3 clusters Score -6590640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 27495 members 
Entering Unmasked Estep 
Score: -6590639.000000 Penalty: 12958.096680
	Iteration 116Q: 3 clusters Score -6590639 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 27482 members 
Entering Unmasked Estep 
Score: -6590627.000000 Penalty: 12958.096680
	Iteration 117Q: 3 clusters Score -6590627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 27473 members 
Entering Unmasked Estep 
Score: -6590642.500000 Penalty: 12958.096680
	Iteration 118Q: 3 clusters Score -6590642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -6590633.500000 Penalty: 12958.096680
	Iteration 119Q: 3 clusters Score -6590634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 27456 members 
Entering Unmasked Estep 
Score: -6590634.500000 Penalty: 12958.096680
	Iteration 120F: 3 clusters Score -6590634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 27449 members 
Entering Unmasked Estep 
Score: -6590626.500000 Penalty: 12958.096680
	Iteration 121Q: 3 clusters Score -6590626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 27443 members 
Entering Unmasked Estep 
Score: -6590632.000000 Penalty: 12958.096680
	Iteration 122Q: 3 clusters Score -6590632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 27440 members 
Entering Unmasked Estep 
Score: -6590637.500000 Penalty: 12958.096680
	Iteration 123Q: 3 clusters Score -6590638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -6590631.000000 Penalty: 12958.096680
	Iteration 124Q: 3 clusters Score -6590631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -6590639.500000 Penalty: 12958.096680
	Iteration 125Q: 3 clusters Score -6590640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -6590636.500000 Penalty: 12958.096680
	Iteration 126Q: 3 clusters Score -6590636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
Score: -6590649.000000 Penalty: 12958.096680
	Iteration 127Q: 3 clusters Score -6590649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 27421 members 
Entering Unmasked Estep 
Score: -6590651.000000 Penalty: 12958.096680
	Iteration 128Q: 3 clusters Score -6590651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 27418 members 
Entering Unmasked Estep 
Score: -6590652.500000 Penalty: 12958.096680
	Iteration 129Q: 3 clusters Score -6590652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -6590650.500000 Penalty: 12958.096680
	Iteration 130Q: 3 clusters Score -6590650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -6590652.000000 Penalty: 12958.096680
	Iteration 131Q: 3 clusters Score -6590652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
Score: -6590649.500000 Penalty: 12958.096680
	Iteration 132Q: 3 clusters Score -6590650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
Score: -6590649.500000 Penalty: 12958.096680
	Iteration 133F: 3 clusters Score -6590650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (30832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30832 members 
Entering Unmasked Estep 
Score: -5075305.500000 Penalty: 6330.988770
	Iteration 0F: 2 clusters Score -5075306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -5051990.000000 Penalty: 12661.977539
	Iteration 0F: 3 clusters Score -5051990 nChanged 12933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -5058902.000000 Penalty: 12661.977539
	Iteration 1F: 3 clusters Score -5058902 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -5059663.000000 Penalty: 12661.977539
	Iteration 2F: 3 clusters Score -5059663 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -5060233.000000 Penalty: 12661.977539
	Iteration 3Q: 3 clusters Score -5060233 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -5060705.500000 Penalty: 12661.977539
	Iteration 4Q: 3 clusters Score -5060706 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -5061138.500000 Penalty: 12661.977539
	Iteration 5Q: 3 clusters Score -5061138 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -5061556.500000 Penalty: 12661.977539
	Iteration 6Q: 3 clusters Score -5061556 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -5061962.500000 Penalty: 12661.977539
	Iteration 7Q: 3 clusters Score -5061962 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -5062509.500000 Penalty: 12661.977539
	Iteration 8Q: 3 clusters Score -5062510 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -5063046.000000 Penalty: 12661.977539
	Iteration 9Q: 3 clusters Score -5063046 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -5063675.000000 Penalty: 12661.977539
	Iteration 10Q: 3 clusters Score -5063675 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -5064423.000000 Penalty: 12661.977539
	Iteration 11Q: 3 clusters Score -5064423 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
Score: -5065308.500000 Penalty: 12661.977539
	Iteration 12Q: 3 clusters Score -5065308 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 24281 members 
Entering Unmasked Estep 
Score: -5066331.500000 Penalty: 12661.977539
	Iteration 13Q: 3 clusters Score -5066332 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -5067348.500000 Penalty: 12661.977539
	Iteration 14Q: 3 clusters Score -5067348 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 26657 members 
Entering Unmasked Estep 
Score: -5068290.500000 Penalty: 12661.977539
	Iteration 15Q: 3 clusters Score -5068290 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 27549 members 
Entering Unmasked Estep 
Score: -5069029.000000 Penalty: 12661.977539
	Iteration 16Q: 3 clusters Score -5069029 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 28166 members 
Entering Unmasked Estep 
Score: -5069567.500000 Penalty: 12661.977539
	Iteration 17Q: 3 clusters Score -5069568 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
Score: -5069896.500000 Penalty: 12661.977539
	Iteration 18Q: 3 clusters Score -5069896 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 28888 members 
Entering Unmasked Estep 
Score: -5070142.500000 Penalty: 12661.977539
	Iteration 19Q: 3 clusters Score -5070142 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 29132 members 
Entering Unmasked Estep 
Score: -5070376.000000 Penalty: 12661.977539
	Iteration 20F: 3 clusters Score -5070376 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 29280 members 
Entering Unmasked Estep 
Score: -5070513.000000 Penalty: 12661.977539
	Iteration 21Q: 3 clusters Score -5070513 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 29400 members 
Entering Unmasked Estep 
Score: -5070654.500000 Penalty: 12661.977539
	Iteration 22Q: 3 clusters Score -5070654 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 29481 members 
Entering Unmasked Estep 
Score: -5070717.500000 Penalty: 12661.977539
	Iteration 23Q: 3 clusters Score -5070718 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 29546 members 
Entering Unmasked Estep 
Score: -5070805.500000 Penalty: 12661.977539
	Iteration 24Q: 3 clusters Score -5070806 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 29594 members 
Entering Unmasked Estep 
Score: -5070861.500000 Penalty: 12661.977539
	Iteration 25Q: 3 clusters Score -5070862 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 29626 members 
Entering Unmasked Estep 
Score: -5070890.000000 Penalty: 12661.977539
	Iteration 26Q: 3 clusters Score -5070890 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 29653 members 
Entering Unmasked Estep 
Score: -5070935.000000 Penalty: 12661.977539
	Iteration 27Q: 3 clusters Score -5070935 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 29670 members 
Entering Unmasked Estep 
Score: -5070953.000000 Penalty: 12661.977539
	Iteration 28Q: 3 clusters Score -5070953 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 29686 members 
Entering Unmasked Estep 
Score: -5070975.000000 Penalty: 12661.977539
	Iteration 29Q: 3 clusters Score -5070975 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 29704 members 
Entering Unmasked Estep 
Score: -5070996.500000 Penalty: 12661.977539
	Iteration 30Q: 3 clusters Score -5070996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 29715 members 
Entering Unmasked Estep 
Score: -5071019.000000 Penalty: 12661.977539
	Iteration 31Q: 3 clusters Score -5071019 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 29726 members 
Entering Unmasked Estep 
Score: -5071027.500000 Penalty: 12661.977539
	Iteration 32Q: 3 clusters Score -5071028 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 29734 members 
Entering Unmasked Estep 
Score: -5071041.000000 Penalty: 12661.977539
	Iteration 33Q: 3 clusters Score -5071041 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 29748 members 
Entering Unmasked Estep 
Score: -5071053.000000 Penalty: 12661.977539
	Iteration 34Q: 3 clusters Score -5071053 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 29761 members 
Entering Unmasked Estep 
Score: -5071068.000000 Penalty: 12661.977539
	Iteration 35Q: 3 clusters Score -5071068 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 29780 members 
Entering Unmasked Estep 
Score: -5071080.500000 Penalty: 12661.977539
	Iteration 36Q: 3 clusters Score -5071080 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 29797 members 
Entering Unmasked Estep 
Score: -5071096.000000 Penalty: 12661.977539
	Iteration 37Q: 3 clusters Score -5071096 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 29812 members 
Entering Unmasked Estep 
Score: -5071125.000000 Penalty: 12661.977539
	Iteration 38Q: 3 clusters Score -5071125 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 29824 members 
Entering Unmasked Estep 
Score: -5071136.500000 Penalty: 12661.977539
	Iteration 39Q: 3 clusters Score -5071136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 29832 members 
Entering Unmasked Estep 
Score: -5071149.500000 Penalty: 12661.977539
	Iteration 40F: 3 clusters Score -5071150 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 29844 members 
Entering Unmasked Estep 
Score: -5071165.000000 Penalty: 12661.977539
	Iteration 41Q: 3 clusters Score -5071165 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 29847 members 
Entering Unmasked Estep 
Score: -5071184.500000 Penalty: 12661.977539
	Iteration 42Q: 3 clusters Score -5071184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 29850 members 
Entering Unmasked Estep 
Score: -5071195.000000 Penalty: 12661.977539
	Iteration 43Q: 3 clusters Score -5071195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 29855 members 
Entering Unmasked Estep 
Score: -5071195.500000 Penalty: 12661.977539
	Iteration 44Q: 3 clusters Score -5071196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 29861 members 
Entering Unmasked Estep 
Score: -5071211.000000 Penalty: 12661.977539
	Iteration 45Q: 3 clusters Score -5071211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 29863 members 
Entering Unmasked Estep 
Score: -5071220.500000 Penalty: 12661.977539
	Iteration 46Q: 3 clusters Score -5071220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 29865 members 
Entering Unmasked Estep 
Score: -5071220.000000 Penalty: 12661.977539
	Iteration 47Q: 3 clusters Score -5071220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 29867 members 
Entering Unmasked Estep 
Score: -5071221.000000 Penalty: 12661.977539
	Iteration 48Q: 3 clusters Score -5071221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 29867 members 
Entering Unmasked Estep 
Score: -5071221.000000 Penalty: 12661.977539
	Iteration 49F: 3 clusters Score -5071221 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (68404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68404 members 
Entering Unmasked Estep 
Score: -11778409.000000 Penalty: 6819.076660
	Iteration 0F: 2 clusters Score -1.177841e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34218 members 
Mstep: Class 2 contains 34186 members 
Entering Unmasked Estep 
Score: -11730780.000000 Penalty: 13638.153320
	Iteration 0F: 3 clusters Score -1.173078e+07 nChanged 30505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33951 members 
Mstep: Class 2 contains 34453 members 
Entering Unmasked Estep 
Score: -11747263.000000 Penalty: 13638.153320
	Iteration 1F: 3 clusters Score -1.174726e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33745 members 
Mstep: Class 2 contains 34659 members 
Entering Unmasked Estep 
Score: -11748091.000000 Penalty: 13638.153320
	Iteration 2Q: 3 clusters Score -1.174809e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33482 members 
Mstep: Class 2 contains 34922 members 
Entering Unmasked Estep 
Score: -11748812.000000 Penalty: 13638.153320
	Iteration 3Q: 3 clusters Score -1.174881e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33157 members 
Mstep: Class 2 contains 35247 members 
Entering Unmasked Estep 
Score: -11749446.000000 Penalty: 13638.153320
	Iteration 4Q: 3 clusters Score -1.174945e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32732 members 
Mstep: Class 2 contains 35672 members 
Entering Unmasked Estep 
Score: -11750176.000000 Penalty: 13638.153320
	Iteration 5Q: 3 clusters Score -1.175018e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32127 members 
Mstep: Class 2 contains 36277 members 
Entering Unmasked Estep 
Score: -11750983.000000 Penalty: 13638.153320
	Iteration 6Q: 3 clusters Score -1.175098e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31270 members 
Mstep: Class 2 contains 37134 members 
Entering Unmasked Estep 
Score: -11751952.000000 Penalty: 13638.153320
	Iteration 7Q: 3 clusters Score -1.175195e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30111 members 
Mstep: Class 2 contains 38293 members 
Entering Unmasked Estep 
Score: -11753083.000000 Penalty: 13638.153320
	Iteration 8Q: 3 clusters Score -1.175308e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28528 members 
Mstep: Class 2 contains 39876 members 
Entering Unmasked Estep 
Score: -11754534.000000 Penalty: 13638.153320
	Iteration 9Q: 3 clusters Score -1.175453e+07 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26478 members 
Mstep: Class 2 contains 41926 members 
Entering Unmasked Estep 
Score: -11756433.000000 Penalty: 13638.153320
	Iteration 10F: 3 clusters Score -1.175643e+07 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 44411 members 
Entering Unmasked Estep 
Score: -11758894.000000 Penalty: 13638.153320
	Iteration 11F: 3 clusters Score -1.175889e+07 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 47113 members 
Entering Unmasked Estep 
Score: -11761905.000000 Penalty: 13638.153320
	Iteration 12F: 3 clusters Score -1.17619e+07 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 49559 members 
Entering Unmasked Estep 
Score: -11765173.000000 Penalty: 13638.153320
	Iteration 13F: 3 clusters Score -1.176517e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 51527 members 
Entering Unmasked Estep 
Score: -11767908.000000 Penalty: 13638.153320
	Iteration 14Q: 3 clusters Score -1.176791e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 52848 members 
Entering Unmasked Estep 
Score: -11769356.000000 Penalty: 13638.153320
	Iteration 15Q: 3 clusters Score -1.176936e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 53808 members 
Entering Unmasked Estep 
Score: -11770055.000000 Penalty: 13638.153320
	Iteration 16Q: 3 clusters Score -1.177006e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 54608 members 
Entering Unmasked Estep 
Score: -11770531.000000 Penalty: 13638.153320
	Iteration 17Q: 3 clusters Score -1.177053e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 55310 members 
Entering Unmasked Estep 
Score: -11770901.000000 Penalty: 13638.153320
	Iteration 18Q: 3 clusters Score -1.17709e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 55926 members 
Entering Unmasked Estep 
Score: -11771188.000000 Penalty: 13638.153320
	Iteration 19Q: 3 clusters Score -1.177119e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 56448 members 
Entering Unmasked Estep 
Score: -11771348.000000 Penalty: 13638.153320
	Iteration 20F: 3 clusters Score -1.177135e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 56914 members 
Entering Unmasked Estep 
Score: -11771502.000000 Penalty: 13638.153320
	Iteration 21Q: 3 clusters Score -1.17715e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 57354 members 
Entering Unmasked Estep 
Score: -11771624.000000 Penalty: 13638.153320
	Iteration 22Q: 3 clusters Score -1.177162e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 57754 members 
Entering Unmasked Estep 
Score: -11771721.000000 Penalty: 13638.153320
	Iteration 23Q: 3 clusters Score -1.177172e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 58093 members 
Entering Unmasked Estep 
Score: -11771802.000000 Penalty: 13638.153320
	Iteration 24Q: 3 clusters Score -1.17718e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 58391 members 
Entering Unmasked Estep 
Score: -11771870.000000 Penalty: 13638.153320
	Iteration 25Q: 3 clusters Score -1.177187e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 58686 members 
Entering Unmasked Estep 
Score: -11771938.000000 Penalty: 13638.153320
	Iteration 26Q: 3 clusters Score -1.177194e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 58979 members 
Entering Unmasked Estep 
Score: -11772017.000000 Penalty: 13638.153320
	Iteration 27Q: 3 clusters Score -1.177202e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 59241 members 
Entering Unmasked Estep 
Score: -11772071.000000 Penalty: 13638.153320
	Iteration 28Q: 3 clusters Score -1.177207e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 59458 members 
Entering Unmasked Estep 
Score: -11772108.000000 Penalty: 13638.153320
	Iteration 29Q: 3 clusters Score -1.177211e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 59665 members 
Entering Unmasked Estep 
Score: -11772157.000000 Penalty: 13638.153320
	Iteration 30Q: 3 clusters Score -1.177216e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 59855 members 
Entering Unmasked Estep 
Score: -11772212.000000 Penalty: 13638.153320
	Iteration 31Q: 3 clusters Score -1.177221e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 60041 members 
Entering Unmasked Estep 
Score: -11772263.000000 Penalty: 13638.153320
	Iteration 32Q: 3 clusters Score -1.177226e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 60221 members 
Entering Unmasked Estep 
Score: -11772287.000000 Penalty: 13638.153320
	Iteration 33Q: 3 clusters Score -1.177229e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 60399 members 
Entering Unmasked Estep 
Score: -11772356.000000 Penalty: 13638.153320
	Iteration 34Q: 3 clusters Score -1.177236e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 60572 members 
Entering Unmasked Estep 
Score: -11772338.000000 Penalty: 13638.153320
	Iteration 35Q: 3 clusters Score -1.177234e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 60742 members 
Entering Unmasked Estep 
Score: -11772389.000000 Penalty: 13638.153320
	Iteration 36Q: 3 clusters Score -1.177239e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 60892 members 
Entering Unmasked Estep 
Score: -11772414.000000 Penalty: 13638.153320
	Iteration 37Q: 3 clusters Score -1.177241e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 61031 members 
Entering Unmasked Estep 
Score: -11772440.000000 Penalty: 13638.153320
	Iteration 38Q: 3 clusters Score -1.177244e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 61150 members 
Entering Unmasked Estep 
Score: -11772477.000000 Penalty: 13638.153320
	Iteration 39Q: 3 clusters Score -1.177248e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 61259 members 
Entering Unmasked Estep 
Score: -11772513.000000 Penalty: 13638.153320
	Iteration 40F: 3 clusters Score -1.177251e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 61359 members 
Entering Unmasked Estep 
Score: -11772547.000000 Penalty: 13638.153320
	Iteration 41Q: 3 clusters Score -1.177255e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 61445 members 
Entering Unmasked Estep 
Score: -11772574.000000 Penalty: 13638.153320
	Iteration 42Q: 3 clusters Score -1.177257e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 61534 members 
Entering Unmasked Estep 
Score: -11772581.000000 Penalty: 13638.153320
	Iteration 43Q: 3 clusters Score -1.177258e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 61615 members 
Entering Unmasked Estep 
Score: -11772607.000000 Penalty: 13638.153320
	Iteration 44Q: 3 clusters Score -1.177261e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 61690 members 
Entering Unmasked Estep 
Score: -11772611.000000 Penalty: 13638.153320
	Iteration 45Q: 3 clusters Score -1.177261e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 61760 members 
Entering Unmasked Estep 
Score: -11772621.000000 Penalty: 13638.153320
	Iteration 46Q: 3 clusters Score -1.177262e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 61851 members 
Entering Unmasked Estep 
Score: -11772648.000000 Penalty: 13638.153320
	Iteration 47Q: 3 clusters Score -1.177265e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 61940 members 
Entering Unmasked Estep 
Score: -11772668.000000 Penalty: 13638.153320
	Iteration 48Q: 3 clusters Score -1.177267e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 62021 members 
Entering Unmasked Estep 
Score: -11772706.000000 Penalty: 13638.153320
	Iteration 49Q: 3 clusters Score -1.177271e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 62094 members 
Entering Unmasked Estep 
Score: -11772714.000000 Penalty: 13638.153320
	Iteration 50Q: 3 clusters Score -1.177271e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 62167 members 
Entering Unmasked Estep 
Score: -11772726.000000 Penalty: 13638.153320
	Iteration 51Q: 3 clusters Score -1.177273e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 62250 members 
Entering Unmasked Estep 
Score: -11772725.000000 Penalty: 13638.153320
	Iteration 52Q: 3 clusters Score -1.177272e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 62332 members 
Entering Unmasked Estep 
Score: -11772752.000000 Penalty: 13638.153320
	Iteration 53Q: 3 clusters Score -1.177275e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 62408 members 
Entering Unmasked Estep 
Score: -11772731.000000 Penalty: 13638.153320
	Iteration 54Q: 3 clusters Score -1.177273e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 62489 members 
Entering Unmasked Estep 
Score: -11772748.000000 Penalty: 13638.153320
	Iteration 55Q: 3 clusters Score -1.177275e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 62571 members 
Entering Unmasked Estep 
Score: -11772766.000000 Penalty: 13638.153320
	Iteration 56Q: 3 clusters Score -1.177277e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 62646 members 
Entering Unmasked Estep 
Score: -11772793.000000 Penalty: 13638.153320
	Iteration 57Q: 3 clusters Score -1.177279e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 62720 members 
Entering Unmasked Estep 
Score: -11772784.000000 Penalty: 13638.153320
	Iteration 58Q: 3 clusters Score -1.177278e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 62786 members 
Entering Unmasked Estep 
Score: -11772799.000000 Penalty: 13638.153320
	Iteration 59Q: 3 clusters Score -1.17728e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 62845 members 
Entering Unmasked Estep 
Score: -11772832.000000 Penalty: 13638.153320
	Iteration 60F: 3 clusters Score -1.177283e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 62900 members 
Entering Unmasked Estep 
Score: -11772838.000000 Penalty: 13638.153320
	Iteration 61Q: 3 clusters Score -1.177284e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 62946 members 
Entering Unmasked Estep 
Score: -11772853.000000 Penalty: 13638.153320
	Iteration 62Q: 3 clusters Score -1.177285e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 62997 members 
Entering Unmasked Estep 
Score: -11772844.000000 Penalty: 13638.153320
	Iteration 63Q: 3 clusters Score -1.177284e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 63051 members 
Entering Unmasked Estep 
Score: -11772866.000000 Penalty: 13638.153320
	Iteration 64Q: 3 clusters Score -1.177287e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 63100 members 
Entering Unmasked Estep 
Score: -11772899.000000 Penalty: 13638.153320
	Iteration 65Q: 3 clusters Score -1.17729e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 63148 members 
Entering Unmasked Estep 
Score: -11772913.000000 Penalty: 13638.153320
	Iteration 66Q: 3 clusters Score -1.177291e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 63199 members 
Entering Unmasked Estep 
Score: -11772914.000000 Penalty: 13638.153320
	Iteration 67Q: 3 clusters Score -1.177291e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 63254 members 
Entering Unmasked Estep 
Score: -11772937.000000 Penalty: 13638.153320
	Iteration 68Q: 3 clusters Score -1.177294e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 63303 members 
Entering Unmasked Estep 
Score: -11772936.000000 Penalty: 13638.153320
	Iteration 69Q: 3 clusters Score -1.177294e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 63358 members 
Entering Unmasked Estep 
Score: -11772918.000000 Penalty: 13638.153320
	Iteration 70Q: 3 clusters Score -1.177292e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 63408 members 
Entering Unmasked Estep 
Score: -11772933.000000 Penalty: 13638.153320
	Iteration 71Q: 3 clusters Score -1.177293e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 63457 members 
Entering Unmasked Estep 
Score: -11772933.000000 Penalty: 13638.153320
	Iteration 72Q: 3 clusters Score -1.177293e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 63503 members 
Entering Unmasked Estep 
Score: -11772942.000000 Penalty: 13638.153320
	Iteration 73Q: 3 clusters Score -1.177294e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 63548 members 
Entering Unmasked Estep 
Score: -11772945.000000 Penalty: 13638.153320
	Iteration 74Q: 3 clusters Score -1.177294e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 63591 members 
Entering Unmasked Estep 
Score: -11772954.000000 Penalty: 13638.153320
	Iteration 75Q: 3 clusters Score -1.177295e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 63625 members 
Entering Unmasked Estep 
Score: -11772977.000000 Penalty: 13638.153320
	Iteration 76Q: 3 clusters Score -1.177298e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 63649 members 
Entering Unmasked Estep 
Score: -11772974.000000 Penalty: 13638.153320
	Iteration 77Q: 3 clusters Score -1.177297e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 63672 members 
Entering Unmasked Estep 
Score: -11772978.000000 Penalty: 13638.153320
	Iteration 78Q: 3 clusters Score -1.177298e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 63700 members 
Entering Unmasked Estep 
Score: -11772979.000000 Penalty: 13638.153320
	Iteration 79Q: 3 clusters Score -1.177298e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 63729 members 
Entering Unmasked Estep 
Score: -11772976.000000 Penalty: 13638.153320
	Iteration 80F: 3 clusters Score -1.177298e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 63758 members 
Entering Unmasked Estep 
Score: -11772989.000000 Penalty: 13638.153320
	Iteration 81Q: 3 clusters Score -1.177299e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 63782 members 
Entering Unmasked Estep 
Score: -11773006.000000 Penalty: 13638.153320
	Iteration 82Q: 3 clusters Score -1.177301e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 63799 members 
Entering Unmasked Estep 
Score: -11772987.000000 Penalty: 13638.153320
	Iteration 83Q: 3 clusters Score -1.177299e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 63816 members 
Entering Unmasked Estep 
Score: -11773005.000000 Penalty: 13638.153320
	Iteration 84Q: 3 clusters Score -1.1773e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 63836 members 
Entering Unmasked Estep 
Score: -11773006.000000 Penalty: 13638.153320
	Iteration 85Q: 3 clusters Score -1.177301e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 63853 members 
Entering Unmasked Estep 
Score: -11773023.000000 Penalty: 13638.153320
	Iteration 86Q: 3 clusters Score -1.177302e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 63868 members 
Entering Unmasked Estep 
Score: -11773007.000000 Penalty: 13638.153320
	Iteration 87Q: 3 clusters Score -1.177301e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 63886 members 
Entering Unmasked Estep 
Score: -11773004.000000 Penalty: 13638.153320
	Iteration 88Q: 3 clusters Score -1.1773e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 63903 members 
Entering Unmasked Estep 
Score: -11773022.000000 Penalty: 13638.153320
	Iteration 89Q: 3 clusters Score -1.177302e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 63925 members 
Entering Unmasked Estep 
Score: -11773015.000000 Penalty: 13638.153320
	Iteration 90Q: 3 clusters Score -1.177302e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 63949 members 
Entering Unmasked Estep 
Score: -11773020.000000 Penalty: 13638.153320
	Iteration 91Q: 3 clusters Score -1.177302e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 63979 members 
Entering Unmasked Estep 
Score: -11773039.000000 Penalty: 13638.153320
	Iteration 92Q: 3 clusters Score -1.177304e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 64009 members 
Entering Unmasked Estep 
Score: -11773023.000000 Penalty: 13638.153320
	Iteration 93Q: 3 clusters Score -1.177302e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 64041 members 
Entering Unmasked Estep 
Score: -11773021.000000 Penalty: 13638.153320
	Iteration 94Q: 3 clusters Score -1.177302e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 64066 members 
Entering Unmasked Estep 
Score: -11773034.000000 Penalty: 13638.153320
	Iteration 95Q: 3 clusters Score -1.177303e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 64082 members 
Entering Unmasked Estep 
Score: -11773055.000000 Penalty: 13638.153320
	Iteration 96Q: 3 clusters Score -1.177306e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 64098 members 
Entering Unmasked Estep 
Score: -11773045.000000 Penalty: 13638.153320
	Iteration 97Q: 3 clusters Score -1.177304e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 64108 members 
Entering Unmasked Estep 
Score: -11773028.000000 Penalty: 13638.153320
	Iteration 98Q: 3 clusters Score -1.177303e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 64122 members 
Entering Unmasked Estep 
Score: -11773043.000000 Penalty: 13638.153320
	Iteration 99Q: 3 clusters Score -1.177304e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 64140 members 
Entering Unmasked Estep 
Score: -11773044.000000 Penalty: 13638.153320
	Iteration 100F: 3 clusters Score -1.177304e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 64163 members 
Entering Unmasked Estep 
Score: -11773066.000000 Penalty: 13638.153320
	Iteration 101Q: 3 clusters Score -1.177307e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 64187 members 
Entering Unmasked Estep 
Score: -11773053.000000 Penalty: 13638.153320
	Iteration 102Q: 3 clusters Score -1.177305e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 64206 members 
Entering Unmasked Estep 
Score: -11773068.000000 Penalty: 13638.153320
	Iteration 103Q: 3 clusters Score -1.177307e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 64225 members 
Entering Unmasked Estep 
Score: -11773063.000000 Penalty: 13638.153320
	Iteration 104Q: 3 clusters Score -1.177306e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 64242 members 
Entering Unmasked Estep 
Score: -11773065.000000 Penalty: 13638.153320
	Iteration 105Q: 3 clusters Score -1.177306e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 64266 members 
Entering Unmasked Estep 
Score: -11773056.000000 Penalty: 13638.153320
	Iteration 106Q: 3 clusters Score -1.177306e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 64284 members 
Entering Unmasked Estep 
Score: -11773081.000000 Penalty: 13638.153320
	Iteration 107Q: 3 clusters Score -1.177308e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 64301 members 
Entering Unmasked Estep 
Score: -11773087.000000 Penalty: 13638.153320
	Iteration 108Q: 3 clusters Score -1.177309e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 64319 members 
Entering Unmasked Estep 
Score: -11773083.000000 Penalty: 13638.153320
	Iteration 109Q: 3 clusters Score -1.177308e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 64331 members 
Entering Unmasked Estep 
Score: -11773082.000000 Penalty: 13638.153320
	Iteration 110Q: 3 clusters Score -1.177308e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 64337 members 
Entering Unmasked Estep 
Score: -11773082.000000 Penalty: 13638.153320
	Iteration 111Q: 3 clusters Score -1.177308e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 64345 members 
Entering Unmasked Estep 
Score: -11773077.000000 Penalty: 13638.153320
	Iteration 112Q: 3 clusters Score -1.177308e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 64352 members 
Entering Unmasked Estep 
Score: -11773088.000000 Penalty: 13638.153320
	Iteration 113Q: 3 clusters Score -1.177309e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 64364 members 
Entering Unmasked Estep 
Score: -11773076.000000 Penalty: 13638.153320
	Iteration 114Q: 3 clusters Score -1.177308e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 64375 members 
Entering Unmasked Estep 
Score: -11773085.000000 Penalty: 13638.153320
	Iteration 115Q: 3 clusters Score -1.177308e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 64385 members 
Entering Unmasked Estep 
Score: -11773092.000000 Penalty: 13638.153320
	Iteration 116Q: 3 clusters Score -1.177309e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 64401 members 
Entering Unmasked Estep 
Score: -11773077.000000 Penalty: 13638.153320
	Iteration 117Q: 3 clusters Score -1.177308e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 64413 members 
Entering Unmasked Estep 
Score: -11773094.000000 Penalty: 13638.153320
	Iteration 118Q: 3 clusters Score -1.177309e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 64423 members 
Entering Unmasked Estep 
Score: -11773102.000000 Penalty: 13638.153320
	Iteration 119Q: 3 clusters Score -1.17731e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 64436 members 
Entering Unmasked Estep 
Score: -11773095.000000 Penalty: 13638.153320
	Iteration 120F: 3 clusters Score -1.17731e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 64445 members 
Entering Unmasked Estep 
Score: -11773094.000000 Penalty: 13638.153320
	Iteration 121Q: 3 clusters Score -1.177309e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 64455 members 
Entering Unmasked Estep 
Score: -11773111.000000 Penalty: 13638.153320
	Iteration 122Q: 3 clusters Score -1.177311e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 64459 members 
Entering Unmasked Estep 
Score: -11773113.000000 Penalty: 13638.153320
	Iteration 123Q: 3 clusters Score -1.177311e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 64467 members 
Entering Unmasked Estep 
Score: -11773105.000000 Penalty: 13638.153320
	Iteration 124Q: 3 clusters Score -1.17731e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 64477 members 
Entering Unmasked Estep 
Score: -11773116.000000 Penalty: 13638.153320
	Iteration 125Q: 3 clusters Score -1.177312e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 64486 members 
Entering Unmasked Estep 
Score: -11773115.000000 Penalty: 13638.153320
	Iteration 126Q: 3 clusters Score -1.177312e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 64488 members 
Entering Unmasked Estep 
Score: -11773103.000000 Penalty: 13638.153320
	Iteration 127Q: 3 clusters Score -1.17731e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 64492 members 
Entering Unmasked Estep 
Score: -11773098.000000 Penalty: 13638.153320
	Iteration 128Q: 3 clusters Score -1.17731e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 64496 members 
Entering Unmasked Estep 
Score: -11773100.000000 Penalty: 13638.153320
	Iteration 129Q: 3 clusters Score -1.17731e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 64499 members 
Entering Unmasked Estep 
Score: -11773108.000000 Penalty: 13638.153320
	Iteration 130Q: 3 clusters Score -1.177311e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 64500 members 
Entering Unmasked Estep 
Score: -11773103.000000 Penalty: 13638.153320
	Iteration 131Q: 3 clusters Score -1.17731e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 64502 members 
Entering Unmasked Estep 
Score: -11773102.000000 Penalty: 13638.153320
	Iteration 132Q: 3 clusters Score -1.17731e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 64505 members 
Entering Unmasked Estep 
Score: -11773100.000000 Penalty: 13638.153320
	Iteration 133Q: 3 clusters Score -1.17731e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 64505 members 
Entering Unmasked Estep 
Score: -11773100.000000 Penalty: 13638.153320
	Iteration 134F: 3 clusters Score -1.17731e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Entering Unmasked Estep 
Score: -61983.660156 Penalty: 3715.491211
	Iteration 0F: 2 clusters Score -61983.66 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 221 members 
Entering Unmasked Estep 
Score: -58837.882812 Penalty: 7430.982422
	Iteration 0F: 3 clusters Score -58837.88 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -59053.921875 Penalty: 7430.982422
	Iteration 1F: 3 clusters Score -59053.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -59124.140625 Penalty: 7430.982422
	Iteration 2Q: 3 clusters Score -59124.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -59192.707031 Penalty: 7430.982422
	Iteration 3Q: 3 clusters Score -59192.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -59286.832031 Penalty: 7430.982422
	Iteration 4Q: 3 clusters Score -59286.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -59331.425781 Penalty: 7430.982422
	Iteration 5Q: 3 clusters Score -59331.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -59331.425781 Penalty: 7430.982422
	Iteration 6F: 3 clusters Score -59331.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Entering Unmasked Estep 
Score: -112498.796875 Penalty: 4034.874512
	Iteration 0F: 2 clusters Score -112498.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -108700.835938 Penalty: 8069.749023
	Iteration 0F: 3 clusters Score -108700.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -108906.625000 Penalty: 8069.749023
	Iteration 1F: 3 clusters Score -108906.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -108980.421875 Penalty: 8069.749023
	Iteration 2Q: 3 clusters Score -108980.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -109000.976562 Penalty: 8069.749023
	Iteration 3Q: 3 clusters Score -109001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -109014.968750 Penalty: 8069.749023
	Iteration 4Q: 3 clusters Score -109015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -109021.468750 Penalty: 8069.749023
	Iteration 5Q: 3 clusters Score -109021.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -109021.468750 Penalty: 8069.749023
	Iteration 6F: 3 clusters Score -109021.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Entering Unmasked Estep 
Score: -327534.406250 Penalty: 4643.178711
	Iteration 0F: 2 clusters Score -327534.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -322617.625000 Penalty: 9286.357422
	Iteration 0F: 3 clusters Score -322617.6 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -323427.468750 Penalty: 9286.357422
	Iteration 1F: 3 clusters Score -323427.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -323872.468750 Penalty: 9286.357422
	Iteration 2F: 3 clusters Score -323872.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -324173.781250 Penalty: 9286.357422
	Iteration 3F: 3 clusters Score -324173.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -324463.281250 Penalty: 9286.357422
	Iteration 4F: 3 clusters Score -324463.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -324741.062500 Penalty: 9286.357422
	Iteration 5F: 3 clusters Score -324741.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -325065.406250 Penalty: 9286.357422
	Iteration 6Q: 3 clusters Score -325065.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -325870.562500 Penalty: 9286.357422
	Iteration 7F: 3 clusters Score -325870.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -326504.750000 Penalty: 9286.357422
	Iteration 8F: 3 clusters Score -326504.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -326706.218750 Penalty: 9286.357422
	Iteration 9Q: 3 clusters Score -326706.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -326833.000000 Penalty: 9286.357422
	Iteration 10Q: 3 clusters Score -326833 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -326923.906250 Penalty: 9286.357422
	Iteration 11Q: 3 clusters Score -326923.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -326995.781250 Penalty: 9286.357422
	Iteration 12Q: 3 clusters Score -326995.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -327102.906250 Penalty: 9286.357422
	Iteration 13Q: 3 clusters Score -327102.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -327235.406250 Penalty: 9286.357422
	Iteration 14Q: 3 clusters Score -327235.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -327413.812500 Penalty: 9286.357422
	Iteration 15Q: 3 clusters Score -327413.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -327839.000000 Penalty: 9286.357422
	Iteration 16Q: 3 clusters Score -327839 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -328381.000000 Penalty: 9286.357422
	Iteration 17Q: 3 clusters Score -328381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -328403.718750 Penalty: 9286.357422
	Iteration 18Q: 3 clusters Score -328403.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -328411.281250 Penalty: 9286.357422
	Iteration 19Q: 3 clusters Score -328411.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -328416.437500 Penalty: 9286.357422
	Iteration 20F: 3 clusters Score -328416.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 95867 members 
Mstep: Class 3 contains 47008 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 55282 members 
Mstep: Class 7 contains 321152 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 130869 members 
Mstep: Class 12 contains 10460 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 39263 members 
Mstep: Class 15 contains 30832 members 
Mstep: Class 16 contains 68404 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 422 members 
Mstep: Class 20 contains 540608 members 
Mstep: Class 21 contains 1538 members 
Entering Unmasked Estep 
Score: -233303520.000000 Penalty: 181791.359375
Splitting cluster 19 changes total score from -233305344.000000 to -233303520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (540608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540608 members 
Entering Unmasked Estep 
Score: -92758600.000000 Penalty: 8085.275391
	Iteration 0F: 2 clusters Score -9.27586e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270428 members 
Mstep: Class 2 contains 270180 members 
Entering Unmasked Estep 
Score: -92434304.000000 Penalty: 16170.550781
	Iteration 0F: 3 clusters Score -9.24343e+07 nChanged 260083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270271 members 
Mstep: Class 2 contains 270337 members 
Entering Unmasked Estep 
Score: -92585136.000000 Penalty: 16170.550781
	Iteration 1F: 3 clusters Score -9.258514e+07 nChanged 11663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270444 members 
Mstep: Class 2 contains 270164 members 
Entering Unmasked Estep 
Score: -92586848.000000 Penalty: 16170.550781
	Iteration 2Q: 3 clusters Score -9.258685e+07 nChanged 11308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270678 members 
Mstep: Class 2 contains 269930 members 
Entering Unmasked Estep 
Score: -92588496.000000 Penalty: 16170.550781
	Iteration 3Q: 3 clusters Score -9.25885e+07 nChanged 11045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271265 members 
Mstep: Class 2 contains 269343 members 
Entering Unmasked Estep 
Score: -92589976.000000 Penalty: 16170.550781
	Iteration 4Q: 3 clusters Score -9.258998e+07 nChanged 11136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272347 members 
Mstep: Class 2 contains 268261 members 
Entering Unmasked Estep 
Score: -92591520.000000 Penalty: 16170.550781
	Iteration 5Q: 3 clusters Score -9.259152e+07 nChanged 11635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274180 members 
Mstep: Class 2 contains 266428 members 
Entering Unmasked Estep 
Score: -92593600.000000 Penalty: 16170.550781
	Iteration 6Q: 3 clusters Score -9.25936e+07 nChanged 12626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276904 members 
Mstep: Class 2 contains 263704 members 
Entering Unmasked Estep 
Score: -92596208.000000 Penalty: 16170.550781
	Iteration 7Q: 3 clusters Score -9.259621e+07 nChanged 14007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281133 members 
Mstep: Class 2 contains 259475 members 
Entering Unmasked Estep 
Score: -92599008.000000 Penalty: 16170.550781
	Iteration 8Q: 3 clusters Score -9.259901e+07 nChanged 16124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287589 members 
Mstep: Class 2 contains 253019 members 
Entering Unmasked Estep 
Score: -92603816.000000 Penalty: 16170.550781
	Iteration 9Q: 3 clusters Score -9.260382e+07 nChanged 18899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297390 members 
Mstep: Class 2 contains 243218 members 
Entering Unmasked Estep 
Score: -92610696.000000 Penalty: 16170.550781
	Iteration 10Q: 3 clusters Score -9.26107e+07 nChanged 22303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311157 members 
Mstep: Class 2 contains 229451 members 
Entering Unmasked Estep 
Score: -92621272.000000 Penalty: 16170.550781
	Iteration 11Q: 3 clusters Score -9.262127e+07 nChanged 26583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329648 members 
Mstep: Class 2 contains 210960 members 
Entering Unmasked Estep 
Score: -92637248.000000 Penalty: 16170.550781
	Iteration 12Q: 3 clusters Score -9.263725e+07 nChanged 30416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352028 members 
Mstep: Class 2 contains 188580 members 
Entering Unmasked Estep 
Score: -92658360.000000 Penalty: 16170.550781
	Iteration 13F: 3 clusters Score -9.265836e+07 nChanged 31738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376006 members 
Mstep: Class 2 contains 164602 members 
Entering Unmasked Estep 
Score: -92680936.000000 Penalty: 16170.550781
	Iteration 14F: 3 clusters Score -9.268094e+07 nChanged 29864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398014 members 
Mstep: Class 2 contains 142594 members 
Entering Unmasked Estep 
Score: -92701040.000000 Penalty: 16170.550781
	Iteration 15F: 3 clusters Score -9.270104e+07 nChanged 24570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416276 members 
Mstep: Class 2 contains 124332 members 
Entering Unmasked Estep 
Score: -92714928.000000 Penalty: 16170.550781
	Iteration 16Q: 3 clusters Score -9.271493e+07 nChanged 19214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432014 members 
Mstep: Class 2 contains 108594 members 
Entering Unmasked Estep 
Score: -92723944.000000 Penalty: 16170.550781
	Iteration 17Q: 3 clusters Score -9.272394e+07 nChanged 15926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446680 members 
Mstep: Class 2 contains 93928 members 
Entering Unmasked Estep 
Score: -92729440.000000 Penalty: 16170.550781
	Iteration 18Q: 3 clusters Score -9.272944e+07 nChanged 13926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460294 members 
Mstep: Class 2 contains 80314 members 
Entering Unmasked Estep 
Score: -92734248.000000 Penalty: 16170.550781
	Iteration 19Q: 3 clusters Score -9.273425e+07 nChanged 12435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472627 members 
Mstep: Class 2 contains 67981 members 
Entering Unmasked Estep 
Score: -92738168.000000 Penalty: 16170.550781
	Iteration 20F: 3 clusters Score -9.273817e+07 nChanged 11518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484119 members 
Mstep: Class 2 contains 56489 members 
Entering Unmasked Estep 
Score: -92740896.000000 Penalty: 16170.550781
	Iteration 21Q: 3 clusters Score -9.27409e+07 nChanged 10400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494497 members 
Mstep: Class 2 contains 46111 members 
Entering Unmasked Estep 
Score: -92743200.000000 Penalty: 16170.550781
	Iteration 22Q: 3 clusters Score -9.27432e+07 nChanged 9046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503531 members 
Mstep: Class 2 contains 37077 members 
Entering Unmasked Estep 
Score: -92745328.000000 Penalty: 16170.550781
	Iteration 23Q: 3 clusters Score -9.274533e+07 nChanged 7715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511228 members 
Mstep: Class 2 contains 29380 members 
Entering Unmasked Estep 
Score: -92746296.000000 Penalty: 16170.550781
	Iteration 24Q: 3 clusters Score -9.27463e+07 nChanged 6314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517514 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -92748088.000000 Penalty: 16170.550781
	Iteration 25Q: 3 clusters Score -9.274809e+07 nChanged 4976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522474 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -92749536.000000 Penalty: 16170.550781
	Iteration 26Q: 3 clusters Score -9.274954e+07 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526310 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -92750240.000000 Penalty: 16170.550781
	Iteration 27Q: 3 clusters Score -9.275024e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529187 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -92750792.000000 Penalty: 16170.550781
	Iteration 28Q: 3 clusters Score -9.275079e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531365 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -92751344.000000 Penalty: 16170.550781
	Iteration 29Q: 3 clusters Score -9.275134e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532952 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -92751744.000000 Penalty: 16170.550781
	Iteration 30Q: 3 clusters Score -9.275174e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534177 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -92752112.000000 Penalty: 16170.550781
	Iteration 31Q: 3 clusters Score -9.275211e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535075 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -92752016.000000 Penalty: 16170.550781
	Iteration 32Q: 3 clusters Score -9.275202e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535704 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -92752056.000000 Penalty: 16170.550781
	Iteration 33Q: 3 clusters Score -9.275206e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536167 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -92752128.000000 Penalty: 16170.550781
	Iteration 34Q: 3 clusters Score -9.275213e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536495 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -92752240.000000 Penalty: 16170.550781
	Iteration 35Q: 3 clusters Score -9.275224e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536734 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -92752304.000000 Penalty: 16170.550781
	Iteration 36Q: 3 clusters Score -9.27523e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536918 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -92752312.000000 Penalty: 16170.550781
	Iteration 37Q: 3 clusters Score -9.275231e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537050 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -92752304.000000 Penalty: 16170.550781
	Iteration 38Q: 3 clusters Score -9.27523e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537167 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -92752344.000000 Penalty: 16170.550781
	Iteration 39Q: 3 clusters Score -9.275234e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537266 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -92752512.000000 Penalty: 16170.550781
	Iteration 40F: 3 clusters Score -9.275251e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537359 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -92752504.000000 Penalty: 16170.550781
	Iteration 41Q: 3 clusters Score -9.27525e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537446 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -92752552.000000 Penalty: 16170.550781
	Iteration 42Q: 3 clusters Score -9.275255e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537517 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -92752480.000000 Penalty: 16170.550781
	Iteration 43Q: 3 clusters Score -9.275248e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537555 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -92752536.000000 Penalty: 16170.550781
	Iteration 44Q: 3 clusters Score -9.275254e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537596 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -92752568.000000 Penalty: 16170.550781
	Iteration 45Q: 3 clusters Score -9.275257e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537627 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -92752640.000000 Penalty: 16170.550781
	Iteration 46Q: 3 clusters Score -9.275264e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537657 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -92752584.000000 Penalty: 16170.550781
	Iteration 47Q: 3 clusters Score -9.275258e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537686 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -92752536.000000 Penalty: 16170.550781
	Iteration 48Q: 3 clusters Score -9.275254e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537713 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -92752608.000000 Penalty: 16170.550781
	Iteration 49Q: 3 clusters Score -9.275261e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537729 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -92752600.000000 Penalty: 16170.550781
	Iteration 50Q: 3 clusters Score -9.27526e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537753 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -92752664.000000 Penalty: 16170.550781
	Iteration 51Q: 3 clusters Score -9.275266e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537771 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -92752648.000000 Penalty: 16170.550781
	Iteration 52Q: 3 clusters Score -9.275265e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537785 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -92752712.000000 Penalty: 16170.550781
	Iteration 53Q: 3 clusters Score -9.275271e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537795 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -92752752.000000 Penalty: 16170.550781
	Iteration 54Q: 3 clusters Score -9.275275e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537805 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -92752832.000000 Penalty: 16170.550781
	Iteration 55Q: 3 clusters Score -9.275283e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537812 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -92752832.000000 Penalty: 16170.550781
	Iteration 56Q: 3 clusters Score -9.275283e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537818 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -92752792.000000 Penalty: 16170.550781
	Iteration 57Q: 3 clusters Score -9.275279e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537823 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -92752768.000000 Penalty: 16170.550781
	Iteration 58Q: 3 clusters Score -9.275277e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537833 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -92752768.000000 Penalty: 16170.550781
	Iteration 59Q: 3 clusters Score -9.275277e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537836 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -92752800.000000 Penalty: 16170.550781
	Iteration 60F: 3 clusters Score -9.27528e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537837 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -92752840.000000 Penalty: 16170.550781
	Iteration 61Q: 3 clusters Score -9.275284e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537838 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -92752872.000000 Penalty: 16170.550781
	Iteration 62Q: 3 clusters Score -9.275287e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537840 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -92752856.000000 Penalty: 16170.550781
	Iteration 63Q: 3 clusters Score -9.275286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537842 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -92752776.000000 Penalty: 16170.550781
	Iteration 64Q: 3 clusters Score -9.275278e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537846 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -92752800.000000 Penalty: 16170.550781
	Iteration 65Q: 3 clusters Score -9.27528e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537850 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -92752824.000000 Penalty: 16170.550781
	Iteration 66Q: 3 clusters Score -9.275282e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537852 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -92752808.000000 Penalty: 16170.550781
	Iteration 67Q: 3 clusters Score -9.275281e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537855 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -92752816.000000 Penalty: 16170.550781
	Iteration 68Q: 3 clusters Score -9.275282e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537855 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -92752832.000000 Penalty: 16170.550781
	Iteration 69Q: 3 clusters Score -9.275283e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537856 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -92752800.000000 Penalty: 16170.550781
	Iteration 70Q: 3 clusters Score -9.27528e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537857 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -92752832.000000 Penalty: 16170.550781
	Iteration 71Q: 3 clusters Score -9.275283e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537858 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -92752792.000000 Penalty: 16170.550781
	Iteration 72Q: 3 clusters Score -9.275279e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537857 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -92752808.000000 Penalty: 16170.550781
	Iteration 73Q: 3 clusters Score -9.275281e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537857 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -92752808.000000 Penalty: 16170.550781
	Iteration 74F: 3 clusters Score -9.275281e+07 nChanged 0
--- Evaluating fit on full set of 4122835 points ---
Entering Unmasked Estep 
Score: -706598592.000000 Penalty: 186592.640625
21->21 Clusters: Score -706598592.000000, best is -706644608.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 1374278 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65711 members 
Mstep: Class 2 contains 65568 members 
Mstep: Class 3 contains 65168 members 
Mstep: Class 4 contains 65632 members 
Mstep: Class 5 contains 65244 members 
Mstep: Class 6 contains 65820 members 
Mstep: Class 7 contains 65572 members 
Mstep: Class 8 contains 65358 members 
Mstep: Class 9 contains 65676 members 
Mstep: Class 10 contains 65612 members 
Mstep: Class 11 contains 65517 members 
Mstep: Class 12 contains 65290 members 
Mstep: Class 13 contains 64986 members 
Mstep: Class 14 contains 65245 members 
Mstep: Class 15 contains 65514 members 
Mstep: Class 16 contains 65485 members 
Mstep: Class 17 contains 65284 members 
Mstep: Class 18 contains 65014 members 
Mstep: Class 19 contains 65720 members 
Mstep: Class 20 contains 65581 members 
Mstep: Class 21 contains 65281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 136.012314 but Gain 8656.734375
Score: -223612928.000000 Penalty: 173134.625000
Iteration 0F: 21 clusters Score -2.236129e+08 nChanged 1298211
Entering Unmasked Mstep 
Mstep: Class 0 contains 3812 members 
Mstep: Class 1 contains 169716 members 
Mstep: Class 2 contains 42511 members 
Mstep: Class 3 contains 56782 members 
Mstep: Class 4 contains 95900 members 
Mstep: Class 5 contains 167243 members 
Mstep: Class 6 contains 10742 members 
Mstep: Class 7 contains 38644 members 
Mstep: Class 8 contains 11986 members 
Mstep: Class 9 contains 28487 members 
Mstep: Class 10 contains 10543 members 
Mstep: Class 11 contains 27853 members 
Mstep: Class 12 contains 33871 members 
Mstep: Class 13 contains 42948 members 
Mstep: Class 14 contains 24915 members 
Mstep: Class 15 contains 93743 members 
Mstep: Class 17 contains 70437 members 
Mstep: Class 18 contains 16867 members 
Mstep: Class 19 contains 373346 members 
Mstep: Class 20 contains 36532 members 
Mstep: Class 21 contains 17400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 5799.154297 but Gain 8656.734375
Score: -230873392.000000 Penalty: 164477.890625
Iteration 1F: 20 clusters Score -2.308734e+08 nChanged 480095
Entering Unmasked Mstep 
Mstep: Class 0 contains 2094 members 
Mstep: Class 1 contains 158603 members 
Mstep: Class 2 contains 43188 members 
Mstep: Class 3 contains 30579 members 
Mstep: Class 4 contains 90246 members 
Mstep: Class 5 contains 187631 members 
Mstep: Class 6 contains 5858 members 
Mstep: Class 7 contains 16848 members 
Mstep: Class 9 contains 22442 members 
Mstep: Class 10 contains 3177 members 
Mstep: Class 11 contains 23182 members 
Mstep: Class 12 contains 16921 members 
Mstep: Class 13 contains 27639 members 
Mstep: Class 14 contains 15575 members 
Mstep: Class 15 contains 91299 members 
Mstep: Class 17 contains 42295 members 
Mstep: Class 18 contains 7605 members 
Mstep: Class 19 contains 558291 members 
Mstep: Class 20 contains 18879 members 
Mstep: Class 21 contains 11926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -231899184.000000 Penalty: 164477.890625
Iteration 2F: 20 clusters Score -2.318992e+08 nChanged 330112
Entering Unmasked Mstep 
Mstep: Class 0 contains 1211 members 
Mstep: Class 1 contains 139923 members 
Mstep: Class 2 contains 49375 members 
Mstep: Class 3 contains 22959 members 
Mstep: Class 4 contains 69552 members 
Mstep: Class 5 contains 170673 members 
Mstep: Class 6 contains 3964 members 
Mstep: Class 7 contains 8994 members 
Mstep: Class 9 contains 18932 members 
Mstep: Class 10 contains 2745 members 
Mstep: Class 11 contains 31881 members 
Mstep: Class 12 contains 8825 members 
Mstep: Class 13 contains 15336 members 
Mstep: Class 14 contains 13978 members 
Mstep: Class 15 contains 79755 members 
Mstep: Class 17 contains 28818 members 
Mstep: Class 18 contains 3390 members 
Mstep: Class 19 contains 676333 members 
Mstep: Class 20 contains 19040 members 
Mstep: Class 21 contains 8594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 7603.819824 but Gain 8656.718750
Score: -232329504.000000 Penalty: 155821.171875
Iteration 3F: 19 clusters Score -2.323295e+08 nChanged 229179
Entering Unmasked Mstep 
Mstep: Class 0 contains 903 members 
Mstep: Class 1 contains 125875 members 
Mstep: Class 2 contains 56731 members 
Mstep: Class 3 contains 21950 members 
Mstep: Class 4 contains 56243 members 
Mstep: Class 5 contains 153538 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 5006 members 
Mstep: Class 9 contains 19451 members 
Mstep: Class 10 contains 2644 members 
Mstep: Class 11 contains 39814 members 
Mstep: Class 12 contains 3157 members 
Mstep: Class 13 contains 8570 members 
Mstep: Class 14 contains 18176 members 
Mstep: Class 15 contains 78262 members 
Mstep: Class 17 contains 28096 members 
Mstep: Class 19 contains 726328 members 
Mstep: Class 20 contains 19477 members 
Mstep: Class 21 contains 6225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 6331.726562 but Gain 8656.734375
Score: -232697472.000000 Penalty: 147164.437500
Iteration 4F: 18 clusters Score -2.326975e+08 nChanged 163880
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 117376 members 
Mstep: Class 2 contains 61337 members 
Mstep: Class 3 contains 20119 members 
Mstep: Class 4 contains 51507 members 
Mstep: Class 5 contains 144315 members 
Mstep: Class 6 contains 4666 members 
Mstep: Class 7 contains 2988 members 
Mstep: Class 9 contains 21283 members 
Mstep: Class 10 contains 2633 members 
Mstep: Class 11 contains 40338 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 14 contains 21697 members 
Mstep: Class 15 contains 86225 members 
Mstep: Class 17 contains 29450 members 
Mstep: Class 19 contains 747473 members 
Mstep: Class 20 contains 17077 members 
Mstep: Class 21 contains 3904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -232865904.000000 Penalty: 147164.437500
Iteration 5F: 18 clusters Score -2.328659e+08 nChanged 114493
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 110847 members 
Mstep: Class 2 contains 62747 members 
Mstep: Class 3 contains 16836 members 
Mstep: Class 4 contains 50572 members 
Mstep: Class 5 contains 140801 members 
Mstep: Class 6 contains 5511 members 
Mstep: Class 7 contains 2014 members 
Mstep: Class 9 contains 22156 members 
Mstep: Class 10 contains 2627 members 
Mstep: Class 11 contains 36697 members 
Mstep: Class 12 contains 1455 members 
Mstep: Class 14 contains 24351 members 
Mstep: Class 15 contains 98277 members 
Mstep: Class 17 contains 30945 members 
Mstep: Class 19 contains 751363 members 
Mstep: Class 20 contains 14342 members 
Mstep: Class 21 contains 2694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -232952704.000000 Penalty: 147164.437500
Iteration 6F: 18 clusters Score -2.329527e+08 nChanged 86602
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 106343 members 
Mstep: Class 2 contains 63146 members 
Mstep: Class 3 contains 13996 members 
Mstep: Class 4 contains 51272 members 
Mstep: Class 5 contains 139987 members 
Mstep: Class 6 contains 5682 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 9 contains 22693 members 
Mstep: Class 10 contains 2611 members 
Mstep: Class 11 contains 32508 members 
Mstep: Class 12 contains 1389 members 
Mstep: Class 14 contains 26420 members 
Mstep: Class 15 contains 111988 members 
Mstep: Class 17 contains 32389 members 
Mstep: Class 19 contains 747513 members 
Mstep: Class 20 contains 12232 members 
Mstep: Class 21 contains 2201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233008816.000000 Penalty: 147164.437500
Iteration 7F: 18 clusters Score -2.330088e+08 nChanged 66005
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 102608 members 
Mstep: Class 2 contains 63404 members 
Mstep: Class 3 contains 11946 members 
Mstep: Class 4 contains 51655 members 
Mstep: Class 5 contains 140064 members 
Mstep: Class 6 contains 5613 members 
Mstep: Class 7 contains 1849 members 
Mstep: Class 9 contains 23152 members 
Mstep: Class 10 contains 2605 members 
Mstep: Class 11 contains 29181 members 
Mstep: Class 12 contains 1379 members 
Mstep: Class 14 contains 28161 members 
Mstep: Class 15 contains 125632 members 
Mstep: Class 17 contains 33939 members 
Mstep: Class 19 contains 740423 members 
Mstep: Class 20 contains 10579 members 
Mstep: Class 21 contains 2050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233046128.000000 Penalty: 147164.437500
Iteration 8Q: 18 clusters Score -2.330461e+08 nChanged 51572
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 98974 members 
Mstep: Class 2 contains 63698 members 
Mstep: Class 3 contains 10304 members 
Mstep: Class 4 contains 51760 members 
Mstep: Class 5 contains 139656 members 
Mstep: Class 6 contains 5489 members 
Mstep: Class 7 contains 1825 members 
Mstep: Class 9 contains 23523 members 
Mstep: Class 10 contains 2604 members 
Mstep: Class 11 contains 26818 members 
Mstep: Class 12 contains 1377 members 
Mstep: Class 14 contains 29785 members 
Mstep: Class 15 contains 139092 members 
Mstep: Class 17 contains 35559 members 
Mstep: Class 19 contains 732428 members 
Mstep: Class 20 contains 9317 members 
Mstep: Class 21 contains 2032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233076416.000000 Penalty: 147164.437500
Iteration 9Q: 18 clusters Score -2.330764e+08 nChanged 42284
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 95447 members 
Mstep: Class 2 contains 63984 members 
Mstep: Class 3 contains 8889 members 
Mstep: Class 4 contains 51763 members 
Mstep: Class 5 contains 138823 members 
Mstep: Class 6 contains 5357 members 
Mstep: Class 7 contains 1811 members 
Mstep: Class 9 contains 23846 members 
Mstep: Class 10 contains 2604 members 
Mstep: Class 11 contains 25095 members 
Mstep: Class 12 contains 1377 members 
Mstep: Class 14 contains 31365 members 
Mstep: Class 15 contains 152584 members 
Mstep: Class 17 contains 37073 members 
Mstep: Class 19 contains 723848 members 
Mstep: Class 20 contains 8277 members 
Mstep: Class 21 contains 2098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233098720.000000 Penalty: 147164.437500
Iteration 10Q: 18 clusters Score -2.330987e+08 nChanged 35961
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 92097 members 
Mstep: Class 2 contains 64291 members 
Mstep: Class 3 contains 7640 members 
Mstep: Class 4 contains 51779 members 
Mstep: Class 5 contains 137769 members 
Mstep: Class 6 contains 5241 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 9 contains 24081 members 
Mstep: Class 10 contains 2605 members 
Mstep: Class 11 contains 23926 members 
Mstep: Class 12 contains 1378 members 
Mstep: Class 14 contains 32826 members 
Mstep: Class 15 contains 165764 members 
Mstep: Class 17 contains 38436 members 
Mstep: Class 19 contains 715016 members 
Mstep: Class 20 contains 7437 members 
Mstep: Class 21 contains 2177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 8634.561523 but Gain 8656.734375
Score: -233116384.000000 Penalty: 138507.703125
Iteration 11Q: 17 clusters Score -2.331164e+08 nChanged 37857
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 90279 members 
Mstep: Class 2 contains 67372 members 
Mstep: Class 3 contains 6476 members 
Mstep: Class 4 contains 51920 members 
Mstep: Class 5 contains 136741 members 
Mstep: Class 6 contains 5109 members 
Mstep: Class 7 contains 1764 members 
Mstep: Class 9 contains 24243 members 
Mstep: Class 10 contains 2605 members 
Mstep: Class 11 contains 23079 members 
Mstep: Class 12 contains 1377 members 
Mstep: Class 14 contains 34337 members 
Mstep: Class 15 contains 178495 members 
Mstep: Class 17 contains 40925 members 
Mstep: Class 19 contains 707126 members 
Mstep: Class 21 contains 2394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233142368.000000 Penalty: 138507.703125
Iteration 12Q: 17 clusters Score -2.331424e+08 nChanged 28971
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 87014 members 
Mstep: Class 2 contains 67310 members 
Mstep: Class 3 contains 5500 members 
Mstep: Class 4 contains 52065 members 
Mstep: Class 5 contains 135842 members 
Mstep: Class 6 contains 4956 members 
Mstep: Class 7 contains 1754 members 
Mstep: Class 9 contains 24341 members 
Mstep: Class 10 contains 2605 members 
Mstep: Class 11 contains 22543 members 
Mstep: Class 12 contains 1377 members 
Mstep: Class 14 contains 35702 members 
Mstep: Class 15 contains 190791 members 
Mstep: Class 17 contains 42253 members 
Mstep: Class 19 contains 697734 members 
Mstep: Class 21 contains 2455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233155232.000000 Penalty: 138507.703125
Iteration 13Q: 17 clusters Score -2.331552e+08 nChanged 25796
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 83889 members 
Mstep: Class 2 contains 67125 members 
Mstep: Class 3 contains 4747 members 
Mstep: Class 4 contains 52240 members 
Mstep: Class 5 contains 134854 members 
Mstep: Class 6 contains 4799 members 
Mstep: Class 7 contains 1743 members 
Mstep: Class 9 contains 24414 members 
Mstep: Class 10 contains 2605 members 
Mstep: Class 11 contains 22225 members 
Mstep: Class 12 contains 1377 members 
Mstep: Class 14 contains 36829 members 
Mstep: Class 15 contains 202511 members 
Mstep: Class 17 contains 43462 members 
Mstep: Class 19 contains 688939 members 
Mstep: Class 21 contains 2483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233165504.000000 Penalty: 138507.703125
Iteration 14Q: 17 clusters Score -2.331655e+08 nChanged 24048
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 80625 members 
Mstep: Class 2 contains 66909 members 
Mstep: Class 3 contains 4177 members 
Mstep: Class 4 contains 52413 members 
Mstep: Class 5 contains 134030 members 
Mstep: Class 6 contains 4677 members 
Mstep: Class 7 contains 1740 members 
Mstep: Class 9 contains 24452 members 
Mstep: Class 10 contains 2606 members 
Mstep: Class 11 contains 22081 members 
Mstep: Class 12 contains 1377 members 
Mstep: Class 14 contains 37725 members 
Mstep: Class 15 contains 213721 members 
Mstep: Class 17 contains 44584 members 
Mstep: Class 19 contains 680633 members 
Mstep: Class 21 contains 2492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233173184.000000 Penalty: 138507.703125
Iteration 15Q: 17 clusters Score -2.331732e+08 nChanged 22559
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 77266 members 
Mstep: Class 2 contains 66732 members 
Mstep: Class 3 contains 3783 members 
Mstep: Class 4 contains 52552 members 
Mstep: Class 5 contains 133419 members 
Mstep: Class 6 contains 4570 members 
Mstep: Class 7 contains 1734 members 
Mstep: Class 9 contains 24486 members 
Mstep: Class 10 contains 2606 members 
Mstep: Class 11 contains 22009 members 
Mstep: Class 12 contains 1377 members 
Mstep: Class 14 contains 38380 members 
Mstep: Class 15 contains 224629 members 
Mstep: Class 17 contains 45699 members 
Mstep: Class 19 contains 672502 members 
Mstep: Class 21 contains 2498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233181696.000000 Penalty: 138507.703125
Iteration 16Q: 17 clusters Score -2.331817e+08 nChanged 21027
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 73934 members 
Mstep: Class 2 contains 66546 members 
Mstep: Class 3 contains 3544 members 
Mstep: Class 4 contains 52689 members 
Mstep: Class 5 contains 133003 members 
Mstep: Class 6 contains 4487 members 
Mstep: Class 7 contains 1731 members 
Mstep: Class 9 contains 24510 members 
Mstep: Class 10 contains 2606 members 
Mstep: Class 11 contains 21984 members 
Mstep: Class 12 contains 1377 members 
Mstep: Class 14 contains 38845 members 
Mstep: Class 15 contains 234821 members 
Mstep: Class 17 contains 46755 members 
Mstep: Class 19 contains 664912 members 
Mstep: Class 21 contains 2498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233189936.000000 Penalty: 138507.703125
Iteration 17Q: 17 clusters Score -2.331899e+08 nChanged 19699
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 70571 members 
Mstep: Class 2 contains 66324 members 
Mstep: Class 3 contains 3465 members 
Mstep: Class 4 contains 52834 members 
Mstep: Class 5 contains 132740 members 
Mstep: Class 6 contains 4417 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 9 contains 24498 members 
Mstep: Class 10 contains 2606 members 
Mstep: Class 11 contains 22010 members 
Mstep: Class 12 contains 1377 members 
Mstep: Class 14 contains 39128 members 
Mstep: Class 15 contains 244298 members 
Mstep: Class 17 contains 47824 members 
Mstep: Class 19 contains 657942 members 
Mstep: Class 21 contains 2487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233196176.000000 Penalty: 138507.703125
Iteration 18Q: 17 clusters Score -2.331962e+08 nChanged 18486
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 67180 members 
Mstep: Class 2 contains 66131 members 
Mstep: Class 3 contains 3437 members 
Mstep: Class 4 contains 52955 members 
Mstep: Class 5 contains 132599 members 
Mstep: Class 6 contains 4350 members 
Mstep: Class 7 contains 1717 members 
Mstep: Class 9 contains 24496 members 
Mstep: Class 10 contains 2606 members 
Mstep: Class 11 contains 22042 members 
Mstep: Class 12 contains 1376 members 
Mstep: Class 14 contains 39319 members 
Mstep: Class 15 contains 252890 members 
Mstep: Class 17 contains 48951 members 
Mstep: Class 19 contains 651715 members 
Mstep: Class 21 contains 2478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233200976.000000 Penalty: 138507.703125
Iteration 19Q: 17 clusters Score -2.33201e+08 nChanged 17321
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 63677 members 
Mstep: Class 2 contains 65828 members 
Mstep: Class 3 contains 3417 members 
Mstep: Class 4 contains 53068 members 
Mstep: Class 5 contains 132547 members 
Mstep: Class 6 contains 4317 members 
Mstep: Class 7 contains 1714 members 
Mstep: Class 9 contains 24477 members 
Mstep: Class 10 contains 2606 members 
Mstep: Class 11 contains 22093 members 
Mstep: Class 12 contains 1376 members 
Mstep: Class 14 contains 39500 members 
Mstep: Class 15 contains 260590 members 
Mstep: Class 17 contains 50233 members 
Mstep: Class 19 contains 646327 members 
Mstep: Class 21 contains 2472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233206896.000000 Penalty: 138507.703125
Iteration 20F: 17 clusters Score -2.332069e+08 nChanged 16474
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 60235 members 
Mstep: Class 2 contains 65461 members 
Mstep: Class 3 contains 3697 members 
Mstep: Class 4 contains 53163 members 
Mstep: Class 5 contains 132559 members 
Mstep: Class 6 contains 4026 members 
Mstep: Class 7 contains 1671 members 
Mstep: Class 9 contains 24449 members 
Mstep: Class 10 contains 2606 members 
Mstep: Class 11 contains 22142 members 
Mstep: Class 12 contains 1374 members 
Mstep: Class 14 contains 39616 members 
Mstep: Class 15 contains 267527 members 
Mstep: Class 17 contains 51585 members 
Mstep: Class 19 contains 641628 members 
Mstep: Class 21 contains 2503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233211632.000000 Penalty: 138507.703125
Iteration 21Q: 17 clusters Score -2.332116e+08 nChanged 15333
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 56852 members 
Mstep: Class 2 contains 64916 members 
Mstep: Class 3 contains 3935 members 
Mstep: Class 4 contains 53223 members 
Mstep: Class 5 contains 132683 members 
Mstep: Class 6 contains 3809 members 
Mstep: Class 7 contains 1629 members 
Mstep: Class 9 contains 24428 members 
Mstep: Class 10 contains 2606 members 
Mstep: Class 11 contains 22203 members 
Mstep: Class 12 contains 1374 members 
Mstep: Class 14 contains 39669 members 
Mstep: Class 15 contains 273606 members 
Mstep: Class 17 contains 53129 members 
Mstep: Class 19 contains 637647 members 
Mstep: Class 21 contains 2533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233216560.000000 Penalty: 138507.703125
Iteration 22Q: 17 clusters Score -2.332166e+08 nChanged 14525
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 53384 members 
Mstep: Class 2 contains 64316 members 
Mstep: Class 3 contains 4163 members 
Mstep: Class 4 contains 53295 members 
Mstep: Class 5 contains 132903 members 
Mstep: Class 6 contains 3607 members 
Mstep: Class 7 contains 1592 members 
Mstep: Class 9 contains 24391 members 
Mstep: Class 10 contains 2606 members 
Mstep: Class 11 contains 22254 members 
Mstep: Class 12 contains 1374 members 
Mstep: Class 14 contains 39728 members 
Mstep: Class 15 contains 278957 members 
Mstep: Class 17 contains 54766 members 
Mstep: Class 19 contains 634383 members 
Mstep: Class 21 contains 2523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233221584.000000 Penalty: 138507.703125
Iteration 23Q: 17 clusters Score -2.332216e+08 nChanged 13595
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 49880 members 
Mstep: Class 2 contains 63675 members 
Mstep: Class 3 contains 4414 members 
Mstep: Class 4 contains 53361 members 
Mstep: Class 5 contains 133029 members 
Mstep: Class 6 contains 3397 members 
Mstep: Class 7 contains 1565 members 
Mstep: Class 9 contains 24365 members 
Mstep: Class 10 contains 2606 members 
Mstep: Class 11 contains 22299 members 
Mstep: Class 12 contains 1374 members 
Mstep: Class 14 contains 39748 members 
Mstep: Class 15 contains 283709 members 
Mstep: Class 17 contains 56496 members 
Mstep: Class 19 contains 631832 members 
Mstep: Class 21 contains 2492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233226880.000000 Penalty: 138507.703125
Iteration 24Q: 17 clusters Score -2.332269e+08 nChanged 13015
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 46566 members 
Mstep: Class 2 contains 62933 members 
Mstep: Class 3 contains 4680 members 
Mstep: Class 4 contains 53405 members 
Mstep: Class 5 contains 133249 members 
Mstep: Class 6 contains 3184 members 
Mstep: Class 7 contains 1545 members 
Mstep: Class 9 contains 24351 members 
Mstep: Class 10 contains 2606 members 
Mstep: Class 11 contains 22360 members 
Mstep: Class 12 contains 1374 members 
Mstep: Class 14 contains 39763 members 
Mstep: Class 15 contains 288091 members 
Mstep: Class 17 contains 58327 members 
Mstep: Class 19 contains 629376 members 
Mstep: Class 21 contains 2432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233232368.000000 Penalty: 138507.703125
Iteration 25Q: 17 clusters Score -2.332324e+08 nChanged 12403
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 43348 members 
Mstep: Class 2 contains 62054 members 
Mstep: Class 3 contains 4901 members 
Mstep: Class 4 contains 53425 members 
Mstep: Class 5 contains 133408 members 
Mstep: Class 6 contains 3010 members 
Mstep: Class 7 contains 1515 members 
Mstep: Class 9 contains 24325 members 
Mstep: Class 10 contains 2606 members 
Mstep: Class 11 contains 22418 members 
Mstep: Class 12 contains 1374 members 
Mstep: Class 14 contains 39783 members 
Mstep: Class 15 contains 292090 members 
Mstep: Class 17 contains 60208 members 
Mstep: Class 19 contains 627389 members 
Mstep: Class 21 contains 2388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233236896.000000 Penalty: 138507.703125
Iteration 26Q: 17 clusters Score -2.332369e+08 nChanged 11895
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 40265 members 
Mstep: Class 2 contains 61109 members 
Mstep: Class 3 contains 5080 members 
Mstep: Class 4 contains 53426 members 
Mstep: Class 5 contains 133554 members 
Mstep: Class 6 contains 2879 members 
Mstep: Class 7 contains 1493 members 
Mstep: Class 9 contains 24308 members 
Mstep: Class 10 contains 2606 members 
Mstep: Class 11 contains 22473 members 
Mstep: Class 12 contains 1373 members 
Mstep: Class 14 contains 39778 members 
Mstep: Class 15 contains 295746 members 
Mstep: Class 17 contains 62137 members 
Mstep: Class 19 contains 625709 members 
Mstep: Class 21 contains 2306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233240288.000000 Penalty: 138507.703125
Iteration 27Q: 17 clusters Score -2.332403e+08 nChanged 11304
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 37313 members 
Mstep: Class 2 contains 60143 members 
Mstep: Class 3 contains 5216 members 
Mstep: Class 4 contains 53401 members 
Mstep: Class 5 contains 133635 members 
Mstep: Class 6 contains 2793 members 
Mstep: Class 7 contains 1478 members 
Mstep: Class 9 contains 24309 members 
Mstep: Class 10 contains 2606 members 
Mstep: Class 11 contains 22540 members 
Mstep: Class 12 contains 1372 members 
Mstep: Class 14 contains 39749 members 
Mstep: Class 15 contains 298981 members 
Mstep: Class 17 contains 64041 members 
Mstep: Class 19 contains 624442 members 
Mstep: Class 21 contains 2223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233244272.000000 Penalty: 138507.703125
Iteration 28Q: 17 clusters Score -2.332443e+08 nChanged 11017
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 34499 members 
Mstep: Class 2 contains 59105 members 
Mstep: Class 3 contains 5327 members 
Mstep: Class 4 contains 53377 members 
Mstep: Class 5 contains 133667 members 
Mstep: Class 6 contains 2731 members 
Mstep: Class 7 contains 1469 members 
Mstep: Class 9 contains 24309 members 
Mstep: Class 10 contains 2606 members 
Mstep: Class 11 contains 22578 members 
Mstep: Class 12 contains 1370 members 
Mstep: Class 14 contains 39747 members 
Mstep: Class 15 contains 301899 members 
Mstep: Class 17 contains 65929 members 
Mstep: Class 19 contains 623482 members 
Mstep: Class 21 contains 2147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233248240.000000 Penalty: 138507.703125
Iteration 29Q: 17 clusters Score -2.332482e+08 nChanged 10631
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 31850 members 
Mstep: Class 2 contains 58044 members 
Mstep: Class 3 contains 5391 members 
Mstep: Class 4 contains 53340 members 
Mstep: Class 5 contains 133692 members 
Mstep: Class 6 contains 2692 members 
Mstep: Class 7 contains 1459 members 
Mstep: Class 9 contains 24302 members 
Mstep: Class 10 contains 2606 members 
Mstep: Class 11 contains 22610 members 
Mstep: Class 12 contains 1370 members 
Mstep: Class 14 contains 39743 members 
Mstep: Class 15 contains 304591 members 
Mstep: Class 17 contains 67729 members 
Mstep: Class 19 contains 622755 members 
Mstep: Class 21 contains 2068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233251664.000000 Penalty: 138507.703125
Iteration 30Q: 17 clusters Score -2.332517e+08 nChanged 10472
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 29443 members 
Mstep: Class 2 contains 56954 members 
Mstep: Class 3 contains 5451 members 
Mstep: Class 4 contains 53312 members 
Mstep: Class 5 contains 133659 members 
Mstep: Class 6 contains 2661 members 
Mstep: Class 7 contains 1446 members 
Mstep: Class 9 contains 24294 members 
Mstep: Class 10 contains 2606 members 
Mstep: Class 11 contains 22656 members 
Mstep: Class 12 contains 1370 members 
Mstep: Class 14 contains 39733 members 
Mstep: Class 15 contains 307111 members 
Mstep: Class 17 contains 69481 members 
Mstep: Class 19 contains 622061 members 
Mstep: Class 21 contains 2003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233255104.000000 Penalty: 138507.703125
Iteration 31Q: 17 clusters Score -2.332551e+08 nChanged 10372
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 55824 members 
Mstep: Class 3 contains 5487 members 
Mstep: Class 4 contains 53238 members 
Mstep: Class 5 contains 133657 members 
Mstep: Class 6 contains 2651 members 
Mstep: Class 7 contains 1431 members 
Mstep: Class 9 contains 24288 members 
Mstep: Class 10 contains 2606 members 
Mstep: Class 11 contains 22689 members 
Mstep: Class 12 contains 1369 members 
Mstep: Class 14 contains 39716 members 
Mstep: Class 15 contains 309407 members 
Mstep: Class 17 contains 71161 members 
Mstep: Class 19 contains 621429 members 
Mstep: Class 21 contains 1964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233258896.000000 Penalty: 138507.703125
Iteration 32Q: 17 clusters Score -2.332589e+08 nChanged 10259
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 54748 members 
Mstep: Class 3 contains 5522 members 
Mstep: Class 4 contains 53189 members 
Mstep: Class 5 contains 133703 members 
Mstep: Class 6 contains 2628 members 
Mstep: Class 7 contains 1425 members 
Mstep: Class 9 contains 24280 members 
Mstep: Class 10 contains 2606 members 
Mstep: Class 11 contains 22700 members 
Mstep: Class 12 contains 1367 members 
Mstep: Class 14 contains 39678 members 
Mstep: Class 15 contains 311500 members 
Mstep: Class 17 contains 72660 members 
Mstep: Class 19 contains 620826 members 
Mstep: Class 21 contains 1942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233262848.000000 Penalty: 138507.703125
Iteration 33Q: 17 clusters Score -2.332628e+08 nChanged 9847
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 53701 members 
Mstep: Class 3 contains 5548 members 
Mstep: Class 4 contains 53144 members 
Mstep: Class 5 contains 133696 members 
Mstep: Class 6 contains 2604 members 
Mstep: Class 7 contains 1427 members 
Mstep: Class 9 contains 24283 members 
Mstep: Class 10 contains 2606 members 
Mstep: Class 11 contains 22716 members 
Mstep: Class 12 contains 1363 members 
Mstep: Class 14 contains 39671 members 
Mstep: Class 15 contains 313458 members 
Mstep: Class 17 contains 74047 members 
Mstep: Class 19 contains 620187 members 
Mstep: Class 21 contains 1914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233265104.000000 Penalty: 138507.703125
Iteration 34Q: 17 clusters Score -2.332651e+08 nChanged 9385
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 52673 members 
Mstep: Class 3 contains 5573 members 
Mstep: Class 4 contains 53086 members 
Mstep: Class 5 contains 133725 members 
Mstep: Class 6 contains 2590 members 
Mstep: Class 7 contains 1429 members 
Mstep: Class 9 contains 24272 members 
Mstep: Class 10 contains 2607 members 
Mstep: Class 11 contains 22722 members 
Mstep: Class 12 contains 1361 members 
Mstep: Class 14 contains 39673 members 
Mstep: Class 15 contains 315354 members 
Mstep: Class 17 contains 75226 members 
Mstep: Class 19 contains 619359 members 
Mstep: Class 21 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233267664.000000 Penalty: 138507.703125
Iteration 35Q: 17 clusters Score -2.332677e+08 nChanged 8964
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 51686 members 
Mstep: Class 3 contains 5579 members 
Mstep: Class 4 contains 53048 members 
Mstep: Class 5 contains 133717 members 
Mstep: Class 6 contains 2582 members 
Mstep: Class 7 contains 1430 members 
Mstep: Class 9 contains 24270 members 
Mstep: Class 10 contains 2607 members 
Mstep: Class 11 contains 22732 members 
Mstep: Class 12 contains 1360 members 
Mstep: Class 14 contains 39649 members 
Mstep: Class 15 contains 317367 members 
Mstep: Class 17 contains 76220 members 
Mstep: Class 19 contains 618268 members 
Mstep: Class 21 contains 1887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233270016.000000 Penalty: 138507.703125
Iteration 36Q: 17 clusters Score -2.3327e+08 nChanged 8385
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 50738 members 
Mstep: Class 3 contains 5593 members 
Mstep: Class 4 contains 52974 members 
Mstep: Class 5 contains 133710 members 
Mstep: Class 6 contains 2577 members 
Mstep: Class 7 contains 1430 members 
Mstep: Class 9 contains 24258 members 
Mstep: Class 10 contains 2607 members 
Mstep: Class 11 contains 22750 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 14 contains 39612 members 
Mstep: Class 15 contains 319417 members 
Mstep: Class 17 contains 77005 members 
Mstep: Class 19 contains 617115 members 
Mstep: Class 21 contains 1880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233272256.000000 Penalty: 138507.703125
Iteration 37Q: 17 clusters Score -2.332723e+08 nChanged 7695
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 49847 members 
Mstep: Class 3 contains 5589 members 
Mstep: Class 4 contains 52883 members 
Mstep: Class 5 contains 133694 members 
Mstep: Class 6 contains 2574 members 
Mstep: Class 7 contains 1430 members 
Mstep: Class 9 contains 24259 members 
Mstep: Class 10 contains 2607 members 
Mstep: Class 11 contains 22769 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 14 contains 39590 members 
Mstep: Class 15 contains 321482 members 
Mstep: Class 17 contains 77662 members 
Mstep: Class 19 contains 615864 members 
Mstep: Class 21 contains 1874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233273824.000000 Penalty: 138507.703125
Iteration 38Q: 17 clusters Score -2.332738e+08 nChanged 7185
Entering ConstructFrom: 
Score: -233273824.000000 Penalty: 138507.703125
Entering ConstructFrom: 
Trying to split cluster 1 (20511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Entering Unmasked Estep 
Score: -3359308.250000 Penalty: 6081.338867
	Iteration 0F: 2 clusters Score -3359308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -3342493.750000 Penalty: 12162.677734
	Iteration 0F: 3 clusters Score -3342494 nChanged 8281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -3346939.000000 Penalty: 12162.677734
	Iteration 1F: 3 clusters Score -3346939 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -3347573.750000 Penalty: 12162.677734
	Iteration 2F: 3 clusters Score -3347574 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -3348089.500000 Penalty: 12162.677734
	Iteration 3Q: 3 clusters Score -3348090 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -3348745.500000 Penalty: 12162.677734
	Iteration 4Q: 3 clusters Score -3348746 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -3349578.750000 Penalty: 12162.677734
	Iteration 5Q: 3 clusters Score -3349579 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -3350312.000000 Penalty: 12162.677734
	Iteration 6Q: 3 clusters Score -3350312 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -3350876.500000 Penalty: 12162.677734
	Iteration 7Q: 3 clusters Score -3350876 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -3351375.500000 Penalty: 12162.677734
	Iteration 8Q: 3 clusters Score -3351376 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -3351860.000000 Penalty: 12162.677734
	Iteration 9Q: 3 clusters Score -3351860 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -3352394.000000 Penalty: 12162.677734
	Iteration 10Q: 3 clusters Score -3352394 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -3352985.250000 Penalty: 12162.677734
	Iteration 11Q: 3 clusters Score -3352985 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -3353570.500000 Penalty: 12162.677734
	Iteration 12Q: 3 clusters Score -3353570 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -3354207.500000 Penalty: 12162.677734
	Iteration 13Q: 3 clusters Score -3354208 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -3354907.250000 Penalty: 12162.677734
	Iteration 14Q: 3 clusters Score -3354907 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -3355656.000000 Penalty: 12162.677734
	Iteration 15Q: 3 clusters Score -3355656 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -3356467.000000 Penalty: 12162.677734
	Iteration 16Q: 3 clusters Score -3356467 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -3357256.750000 Penalty: 12162.677734
	Iteration 17Q: 3 clusters Score -3357257 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -3357929.000000 Penalty: 12162.677734
	Iteration 18Q: 3 clusters Score -3357929 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -3358468.500000 Penalty: 12162.677734
	Iteration 19Q: 3 clusters Score -3358468 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -3358874.500000 Penalty: 12162.677734
	Iteration 20F: 3 clusters Score -3358874 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -3359201.000000 Penalty: 12162.677734
	Iteration 21Q: 3 clusters Score -3359201 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -3359444.000000 Penalty: 12162.677734
	Iteration 22Q: 3 clusters Score -3359444 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -3359626.750000 Penalty: 12162.677734
	Iteration 23Q: 3 clusters Score -3359627 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -3359760.750000 Penalty: 12162.677734
	Iteration 24Q: 3 clusters Score -3359761 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -3359870.500000 Penalty: 12162.677734
	Iteration 25Q: 3 clusters Score -3359870 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -3359952.750000 Penalty: 12162.677734
	Iteration 26Q: 3 clusters Score -3359953 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -3360019.250000 Penalty: 12162.677734
	Iteration 27Q: 3 clusters Score -3360019 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -3360083.750000 Penalty: 12162.677734
	Iteration 28Q: 3 clusters Score -3360084 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -3360132.250000 Penalty: 12162.677734
	Iteration 29Q: 3 clusters Score -3360132 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -3360150.500000 Penalty: 12162.677734
	Iteration 30Q: 3 clusters Score -3360150 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -3360172.500000 Penalty: 12162.677734
	Iteration 31Q: 3 clusters Score -3360172 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -3360196.000000 Penalty: 12162.677734
	Iteration 32Q: 3 clusters Score -3360196 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -3360201.750000 Penalty: 12162.677734
	Iteration 33Q: 3 clusters Score -3360202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -3360209.250000 Penalty: 12162.677734
	Iteration 34Q: 3 clusters Score -3360209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -3360213.000000 Penalty: 12162.677734
	Iteration 35Q: 3 clusters Score -3360213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -3360221.500000 Penalty: 12162.677734
	Iteration 36Q: 3 clusters Score -3360222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -3360222.750000 Penalty: 12162.677734
	Iteration 37Q: 3 clusters Score -3360223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -3360222.750000 Penalty: 12162.677734
	Iteration 38F: 3 clusters Score -3360223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 48984 members 
Mstep: Class 3 contains 5591 members 
Mstep: Class 4 contains 52800 members 
Mstep: Class 5 contains 133740 members 
Mstep: Class 6 contains 2571 members 
Mstep: Class 7 contains 1430 members 
Mstep: Class 8 contains 18733 members 
Mstep: Class 9 contains 24269 members 
Mstep: Class 10 contains 2607 members 
Mstep: Class 11 contains 22800 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 14 contains 39577 members 
Mstep: Class 15 contains 323587 members 
Mstep: Class 17 contains 78208 members 
Mstep: Class 19 contains 614333 members 
Mstep: Class 21 contains 1875 members 
Entering Unmasked Estep 
Score: -233276176.000000 Penalty: 147164.437500
Splitting cluster 1 changes total score from -233273824.000000 to -233276176.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 2 (48984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48984 members 
Entering Unmasked Estep 
Score: -8162081.000000 Penalty: 6614.540039
	Iteration 0F: 2 clusters Score -8162081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -8127079.500000 Penalty: 13229.080078
	Iteration 0F: 3 clusters Score -8127080 nChanged 21462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 24788 members 
Entering Unmasked Estep 
Score: -8138535.500000 Penalty: 13229.080078
	Iteration 1F: 3 clusters Score -8138536 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 25103 members 
Entering Unmasked Estep 
Score: -8140132.000000 Penalty: 13229.080078
	Iteration 2F: 3 clusters Score -8140132 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23196 members 
Mstep: Class 2 contains 25788 members 
Entering Unmasked Estep 
Score: -8141808.500000 Penalty: 13229.080078
	Iteration 3F: 3 clusters Score -8141808 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 26989 members 
Entering Unmasked Estep 
Score: -8143517.000000 Penalty: 13229.080078
	Iteration 4F: 3 clusters Score -8143517 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 28777 members 
Entering Unmasked Estep 
Score: -8145278.000000 Penalty: 13229.080078
	Iteration 5F: 3 clusters Score -8145278 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 31129 members 
Entering Unmasked Estep 
Score: -8147242.500000 Penalty: 13229.080078
	Iteration 6F: 3 clusters Score -8147242 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 33904 members 
Entering Unmasked Estep 
Score: -8149497.500000 Penalty: 13229.080078
	Iteration 7F: 3 clusters Score -8149498 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 36806 members 
Entering Unmasked Estep 
Score: -8152013.500000 Penalty: 13229.080078
	Iteration 8F: 3 clusters Score -8152014 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 39581 members 
Entering Unmasked Estep 
Score: -8154373.000000 Penalty: 13229.080078
	Iteration 9F: 3 clusters Score -8154373 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 41901 members 
Entering Unmasked Estep 
Score: -8156491.500000 Penalty: 13229.080078
	Iteration 10Q: 3 clusters Score -8156492 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 43603 members 
Entering Unmasked Estep 
Score: -8157977.500000 Penalty: 13229.080078
	Iteration 11Q: 3 clusters Score -8157978 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 44713 members 
Entering Unmasked Estep 
Score: -8158873.500000 Penalty: 13229.080078
	Iteration 12Q: 3 clusters Score -8158874 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 45375 members 
Entering Unmasked Estep 
Score: -8159414.500000 Penalty: 13229.080078
	Iteration 13Q: 3 clusters Score -8159414 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 45790 members 
Entering Unmasked Estep 
Score: -8159713.000000 Penalty: 13229.080078
	Iteration 14Q: 3 clusters Score -8159713 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 46040 members 
Entering Unmasked Estep 
Score: -8159872.000000 Penalty: 13229.080078
	Iteration 15Q: 3 clusters Score -8159872 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 46179 members 
Entering Unmasked Estep 
Score: -8159975.500000 Penalty: 13229.080078
	Iteration 16Q: 3 clusters Score -8159976 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 46270 members 
Entering Unmasked Estep 
Score: -8159999.000000 Penalty: 13229.080078
	Iteration 17Q: 3 clusters Score -8159999 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 46334 members 
Entering Unmasked Estep 
Score: -8160038.000000 Penalty: 13229.080078
	Iteration 18Q: 3 clusters Score -8160038 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 46374 members 
Entering Unmasked Estep 
Score: -8160051.000000 Penalty: 13229.080078
	Iteration 19Q: 3 clusters Score -8160051 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 46396 members 
Entering Unmasked Estep 
Score: -8160052.500000 Penalty: 13229.080078
	Iteration 20F: 3 clusters Score -8160052 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 46413 members 
Entering Unmasked Estep 
Score: -8160066.500000 Penalty: 13229.080078
	Iteration 21Q: 3 clusters Score -8160066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 46428 members 
Entering Unmasked Estep 
Score: -8160066.000000 Penalty: 13229.080078
	Iteration 22Q: 3 clusters Score -8160066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 46439 members 
Entering Unmasked Estep 
Score: -8160063.500000 Penalty: 13229.080078
	Iteration 23Q: 3 clusters Score -8160064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 46453 members 
Entering Unmasked Estep 
Score: -8160064.500000 Penalty: 13229.080078
	Iteration 24Q: 3 clusters Score -8160064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 46459 members 
Entering Unmasked Estep 
Score: -8160067.500000 Penalty: 13229.080078
	Iteration 25Q: 3 clusters Score -8160068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 46463 members 
Entering Unmasked Estep 
Score: -8160064.500000 Penalty: 13229.080078
	Iteration 26Q: 3 clusters Score -8160064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 46463 members 
Entering Unmasked Estep 
Score: -8160075.500000 Penalty: 13229.080078
	Iteration 27Q: 3 clusters Score -8160076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 46464 members 
Entering Unmasked Estep 
Score: -8160078.500000 Penalty: 13229.080078
	Iteration 28Q: 3 clusters Score -8160078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 46465 members 
Entering Unmasked Estep 
Score: -8160083.000000 Penalty: 13229.080078
	Iteration 29Q: 3 clusters Score -8160083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 46467 members 
Entering Unmasked Estep 
Score: -8160080.000000 Penalty: 13229.080078
	Iteration 30Q: 3 clusters Score -8160080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 46467 members 
Entering Unmasked Estep 
Score: -8160080.000000 Penalty: 13229.080078
	Iteration 31F: 3 clusters Score -8160080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Entering Unmasked Estep 
Score: -916028.187500 Penalty: 5285.209961
	Iteration 0F: 2 clusters Score -916028.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -908537.687500 Penalty: 10570.419922
	Iteration 0F: 3 clusters Score -908537.7 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -909772.625000 Penalty: 10570.419922
	Iteration 1F: 3 clusters Score -909772.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -910083.687500 Penalty: 10570.419922
	Iteration 2F: 3 clusters Score -910083.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -910251.562500 Penalty: 10570.419922
	Iteration 3Q: 3 clusters Score -910251.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -910367.750000 Penalty: 10570.419922
	Iteration 4Q: 3 clusters Score -910367.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -910450.312500 Penalty: 10570.419922
	Iteration 5Q: 3 clusters Score -910450.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -910506.250000 Penalty: 10570.419922
	Iteration 6Q: 3 clusters Score -910506.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -910554.625000 Penalty: 10570.419922
	Iteration 7Q: 3 clusters Score -910554.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -910614.812500 Penalty: 10570.419922
	Iteration 8Q: 3 clusters Score -910614.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -910670.812500 Penalty: 10570.419922
	Iteration 9Q: 3 clusters Score -910670.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -910722.250000 Penalty: 10570.419922
	Iteration 10Q: 3 clusters Score -910722.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -910771.375000 Penalty: 10570.419922
	Iteration 11Q: 3 clusters Score -910771.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -910821.187500 Penalty: 10570.419922
	Iteration 12Q: 3 clusters Score -910821.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -910905.250000 Penalty: 10570.419922
	Iteration 13Q: 3 clusters Score -910905.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -910991.250000 Penalty: 10570.419922
	Iteration 14Q: 3 clusters Score -910991.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -911086.250000 Penalty: 10570.419922
	Iteration 15Q: 3 clusters Score -911086.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -911195.687500 Penalty: 10570.419922
	Iteration 16Q: 3 clusters Score -911195.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -911331.187500 Penalty: 10570.419922
	Iteration 17Q: 3 clusters Score -911331.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -911473.875000 Penalty: 10570.419922
	Iteration 18Q: 3 clusters Score -911473.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -911652.125000 Penalty: 10570.419922
	Iteration 19Q: 3 clusters Score -911652.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -911825.000000 Penalty: 10570.419922
	Iteration 20F: 3 clusters Score -911825 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -912019.125000 Penalty: 10570.419922
	Iteration 21Q: 3 clusters Score -912019.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -912230.187500 Penalty: 10570.419922
	Iteration 22Q: 3 clusters Score -912230.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -912417.562500 Penalty: 10570.419922
	Iteration 23Q: 3 clusters Score -912417.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -912578.062500 Penalty: 10570.419922
	Iteration 24Q: 3 clusters Score -912578.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -912695.125000 Penalty: 10570.419922
	Iteration 25Q: 3 clusters Score -912695.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -912783.125000 Penalty: 10570.419922
	Iteration 26Q: 3 clusters Score -912783.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -912831.000000 Penalty: 10570.419922
	Iteration 27Q: 3 clusters Score -912831 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -912866.750000 Penalty: 10570.419922
	Iteration 28Q: 3 clusters Score -912866.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -912889.125000 Penalty: 10570.419922
	Iteration 29Q: 3 clusters Score -912889.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -912908.937500 Penalty: 10570.419922
	Iteration 30Q: 3 clusters Score -912908.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -912920.312500 Penalty: 10570.419922
	Iteration 31Q: 3 clusters Score -912920.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -912927.625000 Penalty: 10570.419922
	Iteration 32Q: 3 clusters Score -912927.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -912932.125000 Penalty: 10570.419922
	Iteration 33Q: 3 clusters Score -912932.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -912937.125000 Penalty: 10570.419922
	Iteration 34Q: 3 clusters Score -912937.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -912938.250000 Penalty: 10570.419922
	Iteration 35Q: 3 clusters Score -912938.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -912941.375000 Penalty: 10570.419922
	Iteration 36Q: 3 clusters Score -912941.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -912940.000000 Penalty: 10570.419922
	Iteration 37Q: 3 clusters Score -912940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -912941.250000 Penalty: 10570.419922
	Iteration 38Q: 3 clusters Score -912941.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -912939.125000 Penalty: 10570.419922
	Iteration 39Q: 3 clusters Score -912939.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -912939.187500 Penalty: 10570.419922
	Iteration 40F: 3 clusters Score -912939.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -912941.000000 Penalty: 10570.419922
	Iteration 41Q: 3 clusters Score -912941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -912941.312500 Penalty: 10570.419922
	Iteration 42Q: 3 clusters Score -912941.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -912941.312500 Penalty: 10570.419922
	Iteration 43F: 3 clusters Score -912941.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (52800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52800 members 
Entering Unmasked Estep 
Score: -9167021.000000 Penalty: 6660.488281
	Iteration 0F: 2 clusters Score -9167021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 26318 members 
Entering Unmasked Estep 
Score: -9129664.000000 Penalty: 13320.976562
	Iteration 0F: 3 clusters Score -9129664 nChanged 23292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
Score: -9142154.000000 Penalty: 13320.976562
	Iteration 1F: 3 clusters Score -9142154 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 25951 members 
Entering Unmasked Estep 
Score: -9143286.000000 Penalty: 13320.976562
	Iteration 2F: 3 clusters Score -9143286 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 25788 members 
Entering Unmasked Estep 
Score: -9144106.000000 Penalty: 13320.976562
	Iteration 3Q: 3 clusters Score -9144106 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27284 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -9144896.000000 Penalty: 13320.976562
	Iteration 4Q: 3 clusters Score -9144896 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27608 members 
Mstep: Class 2 contains 25192 members 
Entering Unmasked Estep 
Score: -9145575.000000 Penalty: 13320.976562
	Iteration 5Q: 3 clusters Score -9145575 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 24827 members 
Entering Unmasked Estep 
Score: -9146201.000000 Penalty: 13320.976562
	Iteration 6Q: 3 clusters Score -9146201 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28388 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -9146695.000000 Penalty: 13320.976562
	Iteration 7Q: 3 clusters Score -9146695 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28851 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
Score: -9147228.000000 Penalty: 13320.976562
	Iteration 8Q: 3 clusters Score -9147228 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29353 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -9147630.000000 Penalty: 13320.976562
	Iteration 9Q: 3 clusters Score -9147630 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29947 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -9148154.000000 Penalty: 13320.976562
	Iteration 10Q: 3 clusters Score -9148154 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30646 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -9148818.000000 Penalty: 13320.976562
	Iteration 11Q: 3 clusters Score -9148818 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31447 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -9149675.000000 Penalty: 13320.976562
	Iteration 12Q: 3 clusters Score -9149675 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32343 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -9150809.000000 Penalty: 13320.976562
	Iteration 13Q: 3 clusters Score -9150809 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33360 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -9152137.000000 Penalty: 13320.976562
	Iteration 14Q: 3 clusters Score -9152137 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34321 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -9153278.000000 Penalty: 13320.976562
	Iteration 15Q: 3 clusters Score -9153278 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35163 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -9154154.000000 Penalty: 13320.976562
	Iteration 16Q: 3 clusters Score -9154154 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35927 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -9154846.000000 Penalty: 13320.976562
	Iteration 17Q: 3 clusters Score -9154846 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36593 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -9155401.000000 Penalty: 13320.976562
	Iteration 18Q: 3 clusters Score -9155401 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37280 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -9155923.000000 Penalty: 13320.976562
	Iteration 19Q: 3 clusters Score -9155923 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37895 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -9156332.000000 Penalty: 13320.976562
	Iteration 20F: 3 clusters Score -9156332 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38477 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -9156656.000000 Penalty: 13320.976562
	Iteration 21Q: 3 clusters Score -9156656 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39069 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -9156911.000000 Penalty: 13320.976562
	Iteration 22Q: 3 clusters Score -9156911 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39627 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -9157104.000000 Penalty: 13320.976562
	Iteration 23Q: 3 clusters Score -9157104 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40164 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -9157255.000000 Penalty: 13320.976562
	Iteration 24Q: 3 clusters Score -9157255 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40702 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -9157443.000000 Penalty: 13320.976562
	Iteration 25Q: 3 clusters Score -9157443 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41233 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -9157631.000000 Penalty: 13320.976562
	Iteration 26Q: 3 clusters Score -9157631 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41704 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -9157847.000000 Penalty: 13320.976562
	Iteration 27Q: 3 clusters Score -9157847 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42158 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -9157918.000000 Penalty: 13320.976562
	Iteration 28Q: 3 clusters Score -9157918 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42625 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -9158084.000000 Penalty: 13320.976562
	Iteration 29Q: 3 clusters Score -9158084 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43112 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -9158259.000000 Penalty: 13320.976562
	Iteration 30Q: 3 clusters Score -9158259 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43557 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -9158407.000000 Penalty: 13320.976562
	Iteration 31Q: 3 clusters Score -9158407 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44009 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -9158572.000000 Penalty: 13320.976562
	Iteration 32Q: 3 clusters Score -9158572 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44454 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -9158741.000000 Penalty: 13320.976562
	Iteration 33Q: 3 clusters Score -9158741 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44828 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -9158876.000000 Penalty: 13320.976562
	Iteration 34Q: 3 clusters Score -9158876 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45214 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -9159004.000000 Penalty: 13320.976562
	Iteration 35Q: 3 clusters Score -9159004 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45602 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -9159120.000000 Penalty: 13320.976562
	Iteration 36Q: 3 clusters Score -9159120 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45983 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -9159281.000000 Penalty: 13320.976562
	Iteration 37Q: 3 clusters Score -9159281 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46366 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -9159455.000000 Penalty: 13320.976562
	Iteration 38Q: 3 clusters Score -9159455 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46725 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -9159554.000000 Penalty: 13320.976562
	Iteration 39Q: 3 clusters Score -9159554 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47090 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -9159676.000000 Penalty: 13320.976562
	Iteration 40F: 3 clusters Score -9159676 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47413 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -9159791.000000 Penalty: 13320.976562
	Iteration 41Q: 3 clusters Score -9159791 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47715 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -9159896.000000 Penalty: 13320.976562
	Iteration 42Q: 3 clusters Score -9159896 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47979 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -9159957.000000 Penalty: 13320.976562
	Iteration 43Q: 3 clusters Score -9159957 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48220 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -9160073.000000 Penalty: 13320.976562
	Iteration 44Q: 3 clusters Score -9160073 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48427 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -9160149.000000 Penalty: 13320.976562
	Iteration 45Q: 3 clusters Score -9160149 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48628 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -9160224.000000 Penalty: 13320.976562
	Iteration 46Q: 3 clusters Score -9160224 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48813 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -9160284.000000 Penalty: 13320.976562
	Iteration 47Q: 3 clusters Score -9160284 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48987 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -9160376.000000 Penalty: 13320.976562
	Iteration 48Q: 3 clusters Score -9160376 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49154 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -9160414.000000 Penalty: 13320.976562
	Iteration 49Q: 3 clusters Score -9160414 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49311 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -9160487.000000 Penalty: 13320.976562
	Iteration 50Q: 3 clusters Score -9160487 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49445 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -9160554.000000 Penalty: 13320.976562
	Iteration 51Q: 3 clusters Score -9160554 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49568 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -9160646.000000 Penalty: 13320.976562
	Iteration 52Q: 3 clusters Score -9160646 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49680 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -9160674.000000 Penalty: 13320.976562
	Iteration 53Q: 3 clusters Score -9160674 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49776 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -9160705.000000 Penalty: 13320.976562
	Iteration 54Q: 3 clusters Score -9160705 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49865 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -9160762.000000 Penalty: 13320.976562
	Iteration 55Q: 3 clusters Score -9160762 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49947 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -9160795.000000 Penalty: 13320.976562
	Iteration 56Q: 3 clusters Score -9160795 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50014 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -9160820.000000 Penalty: 13320.976562
	Iteration 57Q: 3 clusters Score -9160820 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50075 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -9160838.000000 Penalty: 13320.976562
	Iteration 58Q: 3 clusters Score -9160838 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50144 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -9160856.000000 Penalty: 13320.976562
	Iteration 59Q: 3 clusters Score -9160856 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50192 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -9160881.000000 Penalty: 13320.976562
	Iteration 60F: 3 clusters Score -9160881 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50238 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -9160916.000000 Penalty: 13320.976562
	Iteration 61Q: 3 clusters Score -9160916 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50274 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -9160923.000000 Penalty: 13320.976562
	Iteration 62Q: 3 clusters Score -9160923 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50304 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -9160938.000000 Penalty: 13320.976562
	Iteration 63Q: 3 clusters Score -9160938 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50345 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -9160953.000000 Penalty: 13320.976562
	Iteration 64Q: 3 clusters Score -9160953 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50383 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -9160981.000000 Penalty: 13320.976562
	Iteration 65Q: 3 clusters Score -9160981 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50418 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -9160995.000000 Penalty: 13320.976562
	Iteration 66Q: 3 clusters Score -9160995 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50450 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -9160989.000000 Penalty: 13320.976562
	Iteration 67Q: 3 clusters Score -9160989 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50490 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -9161025.000000 Penalty: 13320.976562
	Iteration 68Q: 3 clusters Score -9161025 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50524 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -9161045.000000 Penalty: 13320.976562
	Iteration 69Q: 3 clusters Score -9161045 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50553 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -9161047.000000 Penalty: 13320.976562
	Iteration 70Q: 3 clusters Score -9161047 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50584 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -9161071.000000 Penalty: 13320.976562
	Iteration 71Q: 3 clusters Score -9161071 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50606 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -9161090.000000 Penalty: 13320.976562
	Iteration 72Q: 3 clusters Score -9161090 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50626 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -9161089.000000 Penalty: 13320.976562
	Iteration 73Q: 3 clusters Score -9161089 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50642 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -9161093.000000 Penalty: 13320.976562
	Iteration 74Q: 3 clusters Score -9161093 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50656 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -9161102.000000 Penalty: 13320.976562
	Iteration 75Q: 3 clusters Score -9161102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50666 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -9161111.000000 Penalty: 13320.976562
	Iteration 76Q: 3 clusters Score -9161111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50673 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -9161113.000000 Penalty: 13320.976562
	Iteration 77Q: 3 clusters Score -9161113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50681 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -9161118.000000 Penalty: 13320.976562
	Iteration 78Q: 3 clusters Score -9161118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50690 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -9161112.000000 Penalty: 13320.976562
	Iteration 79Q: 3 clusters Score -9161112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50699 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -9161136.000000 Penalty: 13320.976562
	Iteration 80F: 3 clusters Score -9161136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50710 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -9161133.000000 Penalty: 13320.976562
	Iteration 81Q: 3 clusters Score -9161133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50716 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -9161132.000000 Penalty: 13320.976562
	Iteration 82Q: 3 clusters Score -9161132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50721 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -9161139.000000 Penalty: 13320.976562
	Iteration 83Q: 3 clusters Score -9161139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50723 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -9161134.000000 Penalty: 13320.976562
	Iteration 84Q: 3 clusters Score -9161134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50724 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -9161130.000000 Penalty: 13320.976562
	Iteration 85Q: 3 clusters Score -9161130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50723 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -9161140.000000 Penalty: 13320.976562
	Iteration 86Q: 3 clusters Score -9161140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50723 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -9161140.000000 Penalty: 13320.976562
	Iteration 87F: 3 clusters Score -9161140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (133740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133740 members 
Entering Unmasked Estep 
Score: -22959182.000000 Penalty: 7229.737305
	Iteration 0F: 2 clusters Score -2.295918e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66496 members 
Mstep: Class 2 contains 67244 members 
Entering Unmasked Estep 
Score: -22868532.000000 Penalty: 14459.474609
	Iteration 0F: 3 clusters Score -2.286853e+07 nChanged 62084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62852 members 
Mstep: Class 2 contains 70888 members 
Entering Unmasked Estep 
Score: -22903616.000000 Penalty: 14459.474609
	Iteration 1F: 3 clusters Score -2.290362e+07 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60371 members 
Mstep: Class 2 contains 73369 members 
Entering Unmasked Estep 
Score: -22905438.000000 Penalty: 14459.474609
	Iteration 2Q: 3 clusters Score -2.290544e+07 nChanged 6042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56857 members 
Mstep: Class 2 contains 76883 members 
Entering Unmasked Estep 
Score: -22908014.000000 Penalty: 14459.474609
	Iteration 3Q: 3 clusters Score -2.290801e+07 nChanged 6950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51929 members 
Mstep: Class 2 contains 81811 members 
Entering Unmasked Estep 
Score: -22911856.000000 Penalty: 14459.474609
	Iteration 4F: 3 clusters Score -2.291186e+07 nChanged 8504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45371 members 
Mstep: Class 2 contains 88369 members 
Entering Unmasked Estep 
Score: -22917722.000000 Penalty: 14459.474609
	Iteration 5F: 3 clusters Score -2.291772e+07 nChanged 9843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37528 members 
Mstep: Class 2 contains 96212 members 
Entering Unmasked Estep 
Score: -22925758.000000 Penalty: 14459.474609
	Iteration 6F: 3 clusters Score -2.292576e+07 nChanged 9728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29694 members 
Mstep: Class 2 contains 104046 members 
Entering Unmasked Estep 
Score: -22933976.000000 Penalty: 14459.474609
	Iteration 7F: 3 clusters Score -2.293398e+07 nChanged 8325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 110855 members 
Entering Unmasked Estep 
Score: -22940712.000000 Penalty: 14459.474609
	Iteration 8F: 3 clusters Score -2.294071e+07 nChanged 6065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 115926 members 
Entering Unmasked Estep 
Score: -22945288.000000 Penalty: 14459.474609
	Iteration 9Q: 3 clusters Score -2.294529e+07 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 119229 members 
Entering Unmasked Estep 
Score: -22948312.000000 Penalty: 14459.474609
	Iteration 10Q: 3 clusters Score -2.294831e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 121421 members 
Entering Unmasked Estep 
Score: -22950216.000000 Penalty: 14459.474609
	Iteration 11Q: 3 clusters Score -2.295022e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 122809 members 
Entering Unmasked Estep 
Score: -22951220.000000 Penalty: 14459.474609
	Iteration 12Q: 3 clusters Score -2.295122e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 123751 members 
Entering Unmasked Estep 
Score: -22951892.000000 Penalty: 14459.474609
	Iteration 13Q: 3 clusters Score -2.295189e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 124408 members 
Entering Unmasked Estep 
Score: -22952228.000000 Penalty: 14459.474609
	Iteration 14Q: 3 clusters Score -2.295223e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 124906 members 
Entering Unmasked Estep 
Score: -22952442.000000 Penalty: 14459.474609
	Iteration 15Q: 3 clusters Score -2.295244e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 125341 members 
Entering Unmasked Estep 
Score: -22952564.000000 Penalty: 14459.474609
	Iteration 16Q: 3 clusters Score -2.295256e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 125708 members 
Entering Unmasked Estep 
Score: -22952690.000000 Penalty: 14459.474609
	Iteration 17Q: 3 clusters Score -2.295269e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 126037 members 
Entering Unmasked Estep 
Score: -22952896.000000 Penalty: 14459.474609
	Iteration 18Q: 3 clusters Score -2.29529e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 126325 members 
Entering Unmasked Estep 
Score: -22953018.000000 Penalty: 14459.474609
	Iteration 19Q: 3 clusters Score -2.295302e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 126558 members 
Entering Unmasked Estep 
Score: -22953068.000000 Penalty: 14459.474609
	Iteration 20F: 3 clusters Score -2.295307e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 126770 members 
Entering Unmasked Estep 
Score: -22953136.000000 Penalty: 14459.474609
	Iteration 21Q: 3 clusters Score -2.295314e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 126971 members 
Entering Unmasked Estep 
Score: -22953192.000000 Penalty: 14459.474609
	Iteration 22Q: 3 clusters Score -2.295319e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 127139 members 
Entering Unmasked Estep 
Score: -22953276.000000 Penalty: 14459.474609
	Iteration 23Q: 3 clusters Score -2.295328e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 127269 members 
Entering Unmasked Estep 
Score: -22953344.000000 Penalty: 14459.474609
	Iteration 24Q: 3 clusters Score -2.295334e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 127392 members 
Entering Unmasked Estep 
Score: -22953382.000000 Penalty: 14459.474609
	Iteration 25Q: 3 clusters Score -2.295338e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 127503 members 
Entering Unmasked Estep 
Score: -22953424.000000 Penalty: 14459.474609
	Iteration 26Q: 3 clusters Score -2.295342e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 127598 members 
Entering Unmasked Estep 
Score: -22953400.000000 Penalty: 14459.474609
	Iteration 27Q: 3 clusters Score -2.29534e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 127708 members 
Entering Unmasked Estep 
Score: -22953438.000000 Penalty: 14459.474609
	Iteration 28Q: 3 clusters Score -2.295344e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 127810 members 
Entering Unmasked Estep 
Score: -22953468.000000 Penalty: 14459.474609
	Iteration 29Q: 3 clusters Score -2.295347e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 127921 members 
Entering Unmasked Estep 
Score: -22953448.000000 Penalty: 14459.474609
	Iteration 30Q: 3 clusters Score -2.295345e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 128026 members 
Entering Unmasked Estep 
Score: -22953452.000000 Penalty: 14459.474609
	Iteration 31Q: 3 clusters Score -2.295345e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 128109 members 
Entering Unmasked Estep 
Score: -22953432.000000 Penalty: 14459.474609
	Iteration 32Q: 3 clusters Score -2.295343e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 128195 members 
Entering Unmasked Estep 
Score: -22953418.000000 Penalty: 14459.474609
	Iteration 33Q: 3 clusters Score -2.295342e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 128264 members 
Entering Unmasked Estep 
Score: -22953406.000000 Penalty: 14459.474609
	Iteration 34Q: 3 clusters Score -2.295341e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 128329 members 
Entering Unmasked Estep 
Score: -22953448.000000 Penalty: 14459.474609
	Iteration 35Q: 3 clusters Score -2.295345e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 128387 members 
Entering Unmasked Estep 
Score: -22953486.000000 Penalty: 14459.474609
	Iteration 36Q: 3 clusters Score -2.295349e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 128451 members 
Entering Unmasked Estep 
Score: -22953484.000000 Penalty: 14459.474609
	Iteration 37Q: 3 clusters Score -2.295348e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 128519 members 
Entering Unmasked Estep 
Score: -22953514.000000 Penalty: 14459.474609
	Iteration 38Q: 3 clusters Score -2.295351e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 128570 members 
Entering Unmasked Estep 
Score: -22953542.000000 Penalty: 14459.474609
	Iteration 39Q: 3 clusters Score -2.295354e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 128618 members 
Entering Unmasked Estep 
Score: -22953548.000000 Penalty: 14459.474609
	Iteration 40F: 3 clusters Score -2.295355e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 128659 members 
Entering Unmasked Estep 
Score: -22953584.000000 Penalty: 14459.474609
	Iteration 41Q: 3 clusters Score -2.295358e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 128687 members 
Entering Unmasked Estep 
Score: -22953636.000000 Penalty: 14459.474609
	Iteration 42Q: 3 clusters Score -2.295364e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 128713 members 
Entering Unmasked Estep 
Score: -22953638.000000 Penalty: 14459.474609
	Iteration 43Q: 3 clusters Score -2.295364e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 128745 members 
Entering Unmasked Estep 
Score: -22953620.000000 Penalty: 14459.474609
	Iteration 44Q: 3 clusters Score -2.295362e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 128772 members 
Entering Unmasked Estep 
Score: -22953628.000000 Penalty: 14459.474609
	Iteration 45Q: 3 clusters Score -2.295363e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 128784 members 
Entering Unmasked Estep 
Score: -22953632.000000 Penalty: 14459.474609
	Iteration 46Q: 3 clusters Score -2.295363e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 128801 members 
Entering Unmasked Estep 
Score: -22953656.000000 Penalty: 14459.474609
	Iteration 47Q: 3 clusters Score -2.295366e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 128824 members 
Entering Unmasked Estep 
Score: -22953666.000000 Penalty: 14459.474609
	Iteration 48Q: 3 clusters Score -2.295367e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 128843 members 
Entering Unmasked Estep 
Score: -22953668.000000 Penalty: 14459.474609
	Iteration 49Q: 3 clusters Score -2.295367e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 128863 members 
Entering Unmasked Estep 
Score: -22953670.000000 Penalty: 14459.474609
	Iteration 50Q: 3 clusters Score -2.295367e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 128890 members 
Entering Unmasked Estep 
Score: -22953666.000000 Penalty: 14459.474609
	Iteration 51Q: 3 clusters Score -2.295367e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 128909 members 
Entering Unmasked Estep 
Score: -22953666.000000 Penalty: 14459.474609
	Iteration 52Q: 3 clusters Score -2.295367e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 128924 members 
Entering Unmasked Estep 
Score: -22953668.000000 Penalty: 14459.474609
	Iteration 53Q: 3 clusters Score -2.295367e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 128937 members 
Entering Unmasked Estep 
Score: -22953686.000000 Penalty: 14459.474609
	Iteration 54Q: 3 clusters Score -2.295369e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 128950 members 
Entering Unmasked Estep 
Score: -22953664.000000 Penalty: 14459.474609
	Iteration 55Q: 3 clusters Score -2.295366e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 128961 members 
Entering Unmasked Estep 
Score: -22953656.000000 Penalty: 14459.474609
	Iteration 56Q: 3 clusters Score -2.295366e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 128981 members 
Entering Unmasked Estep 
Score: -22953672.000000 Penalty: 14459.474609
	Iteration 57Q: 3 clusters Score -2.295367e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 129003 members 
Entering Unmasked Estep 
Score: -22953674.000000 Penalty: 14459.474609
	Iteration 58Q: 3 clusters Score -2.295367e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 129023 members 
Entering Unmasked Estep 
Score: -22953702.000000 Penalty: 14459.474609
	Iteration 59Q: 3 clusters Score -2.29537e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 129039 members 
Entering Unmasked Estep 
Score: -22953718.000000 Penalty: 14459.474609
	Iteration 60F: 3 clusters Score -2.295372e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 129048 members 
Entering Unmasked Estep 
Score: -22953708.000000 Penalty: 14459.474609
	Iteration 61Q: 3 clusters Score -2.295371e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 129058 members 
Entering Unmasked Estep 
Score: -22953722.000000 Penalty: 14459.474609
	Iteration 62Q: 3 clusters Score -2.295372e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 129069 members 
Entering Unmasked Estep 
Score: -22953698.000000 Penalty: 14459.474609
	Iteration 63Q: 3 clusters Score -2.29537e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 129082 members 
Entering Unmasked Estep 
Score: -22953700.000000 Penalty: 14459.474609
	Iteration 64Q: 3 clusters Score -2.29537e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 129100 members 
Entering Unmasked Estep 
Score: -22953700.000000 Penalty: 14459.474609
	Iteration 65Q: 3 clusters Score -2.29537e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 129118 members 
Entering Unmasked Estep 
Score: -22953704.000000 Penalty: 14459.474609
	Iteration 66Q: 3 clusters Score -2.29537e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 129133 members 
Entering Unmasked Estep 
Score: -22953694.000000 Penalty: 14459.474609
	Iteration 67Q: 3 clusters Score -2.295369e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 129142 members 
Entering Unmasked Estep 
Score: -22953708.000000 Penalty: 14459.474609
	Iteration 68Q: 3 clusters Score -2.295371e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 129150 members 
Entering Unmasked Estep 
Score: -22953702.000000 Penalty: 14459.474609
	Iteration 69Q: 3 clusters Score -2.29537e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 129161 members 
Entering Unmasked Estep 
Score: -22953706.000000 Penalty: 14459.474609
	Iteration 70Q: 3 clusters Score -2.295371e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 129167 members 
Entering Unmasked Estep 
Score: -22953706.000000 Penalty: 14459.474609
	Iteration 71Q: 3 clusters Score -2.295371e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 129171 members 
Entering Unmasked Estep 
Score: -22953720.000000 Penalty: 14459.474609
	Iteration 72Q: 3 clusters Score -2.295372e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 129174 members 
Entering Unmasked Estep 
Score: -22953718.000000 Penalty: 14459.474609
	Iteration 73Q: 3 clusters Score -2.295372e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 129175 members 
Entering Unmasked Estep 
Score: -22953728.000000 Penalty: 14459.474609
	Iteration 74Q: 3 clusters Score -2.295373e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 129176 members 
Entering Unmasked Estep 
Score: -22953712.000000 Penalty: 14459.474609
	Iteration 75Q: 3 clusters Score -2.295371e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 129176 members 
Entering Unmasked Estep 
Score: -22953712.000000 Penalty: 14459.474609
	Iteration 76F: 3 clusters Score -2.295371e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Entering Unmasked Estep 
Score: -393605.156250 Penalty: 4809.380859
	Iteration 0F: 2 clusters Score -393605.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -388334.375000 Penalty: 9618.761719
	Iteration 0F: 3 clusters Score -388334.4 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -389388.062500 Penalty: 9618.761719
	Iteration 1F: 3 clusters Score -389388.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -390057.375000 Penalty: 9618.761719
	Iteration 2F: 3 clusters Score -390057.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -390710.343750 Penalty: 9618.761719
	Iteration 3F: 3 clusters Score -390710.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -391398.125000 Penalty: 9618.761719
	Iteration 4F: 3 clusters Score -391398.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -392041.281250 Penalty: 9618.761719
	Iteration 5F: 3 clusters Score -392041.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -392490.718750 Penalty: 9618.761719
	Iteration 6F: 3 clusters Score -392490.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -392696.437500 Penalty: 9618.761719
	Iteration 7Q: 3 clusters Score -392696.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -392791.437500 Penalty: 9618.761719
	Iteration 8Q: 3 clusters Score -392791.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -392864.187500 Penalty: 9618.761719
	Iteration 9Q: 3 clusters Score -392864.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -392899.562500 Penalty: 9618.761719
	Iteration 10Q: 3 clusters Score -392899.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -392908.156250 Penalty: 9618.761719
	Iteration 11Q: 3 clusters Score -392908.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -392916.156250 Penalty: 9618.761719
	Iteration 12Q: 3 clusters Score -392916.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -392920.187500 Penalty: 9618.761719
	Iteration 13Q: 3 clusters Score -392920.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -392924.593750 Penalty: 9618.761719
	Iteration 14Q: 3 clusters Score -392924.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -392927.781250 Penalty: 9618.761719
	Iteration 15F: 3 clusters Score -392927.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -392967.156250 Penalty: 9618.761719
	Iteration 16Q: 3 clusters Score -392967.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -393015.875000 Penalty: 9618.761719
	Iteration 17Q: 3 clusters Score -393015.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -393050.062500 Penalty: 9618.761719
	Iteration 18Q: 3 clusters Score -393050.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -393098.468750 Penalty: 9618.761719
	Iteration 19Q: 3 clusters Score -393098.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -393135.531250 Penalty: 9618.761719
	Iteration 20F: 3 clusters Score -393135.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -393146.250000 Penalty: 9618.761719
	Iteration 21Q: 3 clusters Score -393146.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -393157.031250 Penalty: 9618.761719
	Iteration 22Q: 3 clusters Score -393157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -393170.531250 Penalty: 9618.761719
	Iteration 23Q: 3 clusters Score -393170.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -393176.156250 Penalty: 9618.761719
	Iteration 24Q: 3 clusters Score -393176.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -393180.000000 Penalty: 9618.761719
	Iteration 25Q: 3 clusters Score -393180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -393180.000000 Penalty: 9618.761719
	Iteration 26F: 3 clusters Score -393180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Entering Unmasked Estep 
Score: -229032.171875 Penalty: 4450.075684
	Iteration 0F: 2 clusters Score -229032.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -224577.125000 Penalty: 8900.151367
	Iteration 0F: 3 clusters Score -224577.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -225268.812500 Penalty: 8900.151367
	Iteration 1F: 3 clusters Score -225268.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -225544.937500 Penalty: 8900.151367
	Iteration 2F: 3 clusters Score -225544.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -225676.968750 Penalty: 8900.151367
	Iteration 3Q: 3 clusters Score -225677 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -225758.953125 Penalty: 8900.151367
	Iteration 4Q: 3 clusters Score -225759 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -225787.546875 Penalty: 8900.151367
	Iteration 5Q: 3 clusters Score -225787.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -225810.531250 Penalty: 8900.151367
	Iteration 6Q: 3 clusters Score -225810.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -225829.468750 Penalty: 8900.151367
	Iteration 7Q: 3 clusters Score -225829.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -225852.109375 Penalty: 8900.151367
	Iteration 8Q: 3 clusters Score -225852.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -225865.437500 Penalty: 8900.151367
	Iteration 9Q: 3 clusters Score -225865.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -225872.171875 Penalty: 8900.151367
	Iteration 10Q: 3 clusters Score -225872.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -225879.515625 Penalty: 8900.151367
	Iteration 11Q: 3 clusters Score -225879.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -225885.281250 Penalty: 8900.151367
	Iteration 12Q: 3 clusters Score -225885.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -225890.453125 Penalty: 8900.151367
	Iteration 13Q: 3 clusters Score -225890.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -225895.703125 Penalty: 8900.151367
	Iteration 14Q: 3 clusters Score -225895.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -225899.515625 Penalty: 8900.151367
	Iteration 15Q: 3 clusters Score -225899.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -225905.171875 Penalty: 8900.151367
	Iteration 16Q: 3 clusters Score -225905.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -225907.796875 Penalty: 8900.151367
	Iteration 17Q: 3 clusters Score -225907.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -225910.546875 Penalty: 8900.151367
	Iteration 18Q: 3 clusters Score -225910.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -225914.500000 Penalty: 8900.151367
	Iteration 19Q: 3 clusters Score -225914.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -225916.656250 Penalty: 8900.151367
	Iteration 20F: 3 clusters Score -225916.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (24269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24269 members 
Entering Unmasked Estep 
Score: -4228798.000000 Penalty: 6184.385254
	Iteration 0F: 2 clusters Score -4228798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -4209713.000000 Penalty: 12368.770508
	Iteration 0F: 3 clusters Score -4209713 nChanged 9997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -4214905.000000 Penalty: 12368.770508
	Iteration 1F: 3 clusters Score -4214905 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -4215556.000000 Penalty: 12368.770508
	Iteration 2F: 3 clusters Score -4215556 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -4215931.500000 Penalty: 12368.770508
	Iteration 3Q: 3 clusters Score -4215932 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -4216240.500000 Penalty: 12368.770508
	Iteration 4Q: 3 clusters Score -4216240 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -4216479.000000 Penalty: 12368.770508
	Iteration 5Q: 3 clusters Score -4216479 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -4216684.500000 Penalty: 12368.770508
	Iteration 6Q: 3 clusters Score -4216684 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -4216871.000000 Penalty: 12368.770508
	Iteration 7Q: 3 clusters Score -4216871 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -4217025.000000 Penalty: 12368.770508
	Iteration 8Q: 3 clusters Score -4217025 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -4217261.500000 Penalty: 12368.770508
	Iteration 9Q: 3 clusters Score -4217262 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -4217495.500000 Penalty: 12368.770508
	Iteration 10Q: 3 clusters Score -4217496 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -4217737.000000 Penalty: 12368.770508
	Iteration 11Q: 3 clusters Score -4217737 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -4218031.000000 Penalty: 12368.770508
	Iteration 12Q: 3 clusters Score -4218031 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -4218398.500000 Penalty: 12368.770508
	Iteration 13Q: 3 clusters Score -4218398 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -4218854.000000 Penalty: 12368.770508
	Iteration 14Q: 3 clusters Score -4218854 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -4219418.500000 Penalty: 12368.770508
	Iteration 15Q: 3 clusters Score -4219418 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -4220117.000000 Penalty: 12368.770508
	Iteration 16Q: 3 clusters Score -4220117 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -4220838.500000 Penalty: 12368.770508
	Iteration 17Q: 3 clusters Score -4220838 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -4221561.500000 Penalty: 12368.770508
	Iteration 18Q: 3 clusters Score -4221562 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -4222131.500000 Penalty: 12368.770508
	Iteration 19Q: 3 clusters Score -4222132 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -4222535.000000 Penalty: 12368.770508
	Iteration 20F: 3 clusters Score -4222535 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -4222769.500000 Penalty: 12368.770508
	Iteration 21Q: 3 clusters Score -4222770 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -4222941.500000 Penalty: 12368.770508
	Iteration 22Q: 3 clusters Score -4222942 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -4223050.500000 Penalty: 12368.770508
	Iteration 23Q: 3 clusters Score -4223050 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -4223109.500000 Penalty: 12368.770508
	Iteration 24Q: 3 clusters Score -4223110 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -4223147.000000 Penalty: 12368.770508
	Iteration 25Q: 3 clusters Score -4223147 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23480 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -4223178.500000 Penalty: 12368.770508
	Iteration 26Q: 3 clusters Score -4223178 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4223216.000000 Penalty: 12368.770508
	Iteration 27Q: 3 clusters Score -4223216 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23537 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -4223239.000000 Penalty: 12368.770508
	Iteration 28Q: 3 clusters Score -4223239 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -4223256.000000 Penalty: 12368.770508
	Iteration 29Q: 3 clusters Score -4223256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23566 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -4223271.000000 Penalty: 12368.770508
	Iteration 30Q: 3 clusters Score -4223271 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -4223288.000000 Penalty: 12368.770508
	Iteration 31Q: 3 clusters Score -4223288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -4223301.500000 Penalty: 12368.770508
	Iteration 32Q: 3 clusters Score -4223302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -4223312.000000 Penalty: 12368.770508
	Iteration 33Q: 3 clusters Score -4223312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -4223322.500000 Penalty: 12368.770508
	Iteration 34Q: 3 clusters Score -4223322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -4223325.500000 Penalty: 12368.770508
	Iteration 35Q: 3 clusters Score -4223326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -4223330.000000 Penalty: 12368.770508
	Iteration 36Q: 3 clusters Score -4223330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -4223333.500000 Penalty: 12368.770508
	Iteration 37Q: 3 clusters Score -4223334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -4223330.500000 Penalty: 12368.770508
	Iteration 38Q: 3 clusters Score -4223330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -4223342.500000 Penalty: 12368.770508
	Iteration 39Q: 3 clusters Score -4223342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23618 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -4223347.000000 Penalty: 12368.770508
	Iteration 40F: 3 clusters Score -4223347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -4223349.500000 Penalty: 12368.770508
	Iteration 41Q: 3 clusters Score -4223350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -4223361.500000 Penalty: 12368.770508
	Iteration 42Q: 3 clusters Score -4223362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -4223361.500000 Penalty: 12368.770508
	Iteration 43Q: 3 clusters Score -4223362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -4223370.000000 Penalty: 12368.770508
	Iteration 44Q: 3 clusters Score -4223370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -4223376.000000 Penalty: 12368.770508
	Iteration 45Q: 3 clusters Score -4223376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -4223377.000000 Penalty: 12368.770508
	Iteration 46Q: 3 clusters Score -4223377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -4223381.000000 Penalty: 12368.770508
	Iteration 47Q: 3 clusters Score -4223381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -4223385.500000 Penalty: 12368.770508
	Iteration 48Q: 3 clusters Score -4223386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -4223388.000000 Penalty: 12368.770508
	Iteration 49Q: 3 clusters Score -4223388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -4223386.000000 Penalty: 12368.770508
	Iteration 50Q: 3 clusters Score -4223386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -4223387.500000 Penalty: 12368.770508
	Iteration 51Q: 3 clusters Score -4223388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -4223392.000000 Penalty: 12368.770508
	Iteration 52Q: 3 clusters Score -4223392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -4223392.000000 Penalty: 12368.770508
	Iteration 53F: 3 clusters Score -4223392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Entering Unmasked Estep 
Score: -400458.718750 Penalty: 4817.897461
	Iteration 0F: 2 clusters Score -400458.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -395310.312500 Penalty: 9635.794922
	Iteration 0F: 3 clusters Score -395310.3 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -397767.937500 Penalty: 9635.794922
	Iteration 1F: 3 clusters Score -397767.9 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -399417.593750 Penalty: 9635.794922
	Iteration 2F: 3 clusters Score -399417.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -400395.031250 Penalty: 9635.794922
	Iteration 3F: 3 clusters Score -400395 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -401055.375000 Penalty: 9635.794922
	Iteration 4F: 3 clusters Score -401055.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -401551.218750 Penalty: 9635.794922
	Iteration 5Q: 3 clusters Score -401551.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -402040.906250 Penalty: 9635.794922
	Iteration 6Q: 3 clusters Score -402040.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -402710.687500 Penalty: 9635.794922
	Iteration 7Q: 3 clusters Score -402710.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -403453.718750 Penalty: 9635.794922
	Iteration 8Q: 3 clusters Score -403453.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -403974.250000 Penalty: 9635.794922
	Iteration 9Q: 3 clusters Score -403974.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -404167.593750 Penalty: 9635.794922
	Iteration 10Q: 3 clusters Score -404167.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -404254.312500 Penalty: 9635.794922
	Iteration 11Q: 3 clusters Score -404254.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -404313.843750 Penalty: 9635.794922
	Iteration 12Q: 3 clusters Score -404313.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -404377.468750 Penalty: 9635.794922
	Iteration 13Q: 3 clusters Score -404377.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -404454.093750 Penalty: 9635.794922
	Iteration 14Q: 3 clusters Score -404454.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -404544.375000 Penalty: 9635.794922
	Iteration 15Q: 3 clusters Score -404544.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -404631.968750 Penalty: 9635.794922
	Iteration 16Q: 3 clusters Score -404632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -404756.843750 Penalty: 9635.794922
	Iteration 17Q: 3 clusters Score -404756.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -404989.968750 Penalty: 9635.794922
	Iteration 18Q: 3 clusters Score -404990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -405171.437500 Penalty: 9635.794922
	Iteration 19Q: 3 clusters Score -405171.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -405206.000000 Penalty: 9635.794922
	Iteration 20F: 3 clusters Score -405206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -405220.093750 Penalty: 9635.794922
	Iteration 21Q: 3 clusters Score -405220.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -405220.093750 Penalty: 9635.794922
	Iteration 22F: 3 clusters Score -405220.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 48984 members 
Mstep: Class 3 contains 5591 members 
Mstep: Class 4 contains 52800 members 
Mstep: Class 5 contains 133740 members 
Mstep: Class 6 contains 2571 members 
Mstep: Class 7 contains 1430 members 
Mstep: Class 8 contains 18733 members 
Mstep: Class 9 contains 24269 members 
Mstep: Class 10 contains 1676 members 
Mstep: Class 11 contains 22800 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 39577 members 
Mstep: Class 15 contains 323587 members 
Mstep: Class 17 contains 78208 members 
Mstep: Class 19 contains 614333 members 
Mstep: Class 21 contains 1875 members 
Entering Unmasked Estep 
Score: -233276752.000000 Penalty: 155821.171875
Splitting cluster 10 changes total score from -233273824.000000 to -233276752.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 11 (22800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Entering Unmasked Estep 
Score: -3940346.750000 Penalty: 6146.140625
	Iteration 0F: 2 clusters Score -3940347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -3922180.000000 Penalty: 12292.281250
	Iteration 0F: 3 clusters Score -3922180 nChanged 9319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -3927623.250000 Penalty: 12292.281250
	Iteration 1F: 3 clusters Score -3927623 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -3928876.250000 Penalty: 12292.281250
	Iteration 2F: 3 clusters Score -3928876 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -3930331.250000 Penalty: 12292.281250
	Iteration 3F: 3 clusters Score -3930331 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -3932330.500000 Penalty: 12292.281250
	Iteration 4F: 3 clusters Score -3932330 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -3934668.750000 Penalty: 12292.281250
	Iteration 5F: 3 clusters Score -3934669 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -3936640.750000 Penalty: 12292.281250
	Iteration 6F: 3 clusters Score -3936641 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -3937885.500000 Penalty: 12292.281250
	Iteration 7F: 3 clusters Score -3937886 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -3938500.250000 Penalty: 12292.281250
	Iteration 8Q: 3 clusters Score -3938500 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -3938762.000000 Penalty: 12292.281250
	Iteration 9Q: 3 clusters Score -3938762 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -3938922.500000 Penalty: 12292.281250
	Iteration 10Q: 3 clusters Score -3938922 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -3939011.500000 Penalty: 12292.281250
	Iteration 11Q: 3 clusters Score -3939012 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -3939059.500000 Penalty: 12292.281250
	Iteration 12Q: 3 clusters Score -3939060 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -3939106.000000 Penalty: 12292.281250
	Iteration 13Q: 3 clusters Score -3939106 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -3939128.250000 Penalty: 12292.281250
	Iteration 14Q: 3 clusters Score -3939128 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -3939150.500000 Penalty: 12292.281250
	Iteration 15Q: 3 clusters Score -3939150 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -3939151.750000 Penalty: 12292.281250
	Iteration 16Q: 3 clusters Score -3939152 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -3939177.000000 Penalty: 12292.281250
	Iteration 17Q: 3 clusters Score -3939177 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -3939179.500000 Penalty: 12292.281250
	Iteration 18Q: 3 clusters Score -3939180 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -3939186.000000 Penalty: 12292.281250
	Iteration 19Q: 3 clusters Score -3939186 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -3939186.250000 Penalty: 12292.281250
	Iteration 20F: 3 clusters Score -3939186 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -3939209.500000 Penalty: 12292.281250
	Iteration 21Q: 3 clusters Score -3939210 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -3939224.000000 Penalty: 12292.281250
	Iteration 22Q: 3 clusters Score -3939224 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -3939223.250000 Penalty: 12292.281250
	Iteration 23Q: 3 clusters Score -3939223 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -3939235.750000 Penalty: 12292.281250
	Iteration 24Q: 3 clusters Score -3939236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -3939242.250000 Penalty: 12292.281250
	Iteration 25Q: 3 clusters Score -3939242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -3939236.250000 Penalty: 12292.281250
	Iteration 26Q: 3 clusters Score -3939236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -3939248.500000 Penalty: 12292.281250
	Iteration 27Q: 3 clusters Score -3939248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -3939249.750000 Penalty: 12292.281250
	Iteration 28Q: 3 clusters Score -3939250 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -3939250.750000 Penalty: 12292.281250
	Iteration 29Q: 3 clusters Score -3939251 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -3939263.750000 Penalty: 12292.281250
	Iteration 30Q: 3 clusters Score -3939264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -3939266.750000 Penalty: 12292.281250
	Iteration 31Q: 3 clusters Score -3939267 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -3939274.000000 Penalty: 12292.281250
	Iteration 32Q: 3 clusters Score -3939274 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -3939270.000000 Penalty: 12292.281250
	Iteration 33Q: 3 clusters Score -3939270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -3939278.000000 Penalty: 12292.281250
	Iteration 34Q: 3 clusters Score -3939278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -3939286.000000 Penalty: 12292.281250
	Iteration 35Q: 3 clusters Score -3939286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -3939290.750000 Penalty: 12292.281250
	Iteration 36Q: 3 clusters Score -3939291 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -3939296.750000 Penalty: 12292.281250
	Iteration 37Q: 3 clusters Score -3939297 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -3939289.500000 Penalty: 12292.281250
	Iteration 38Q: 3 clusters Score -3939290 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -3939312.500000 Penalty: 12292.281250
	Iteration 39Q: 3 clusters Score -3939312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -3939327.250000 Penalty: 12292.281250
	Iteration 40F: 3 clusters Score -3939327 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19830 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -3939333.000000 Penalty: 12292.281250
	Iteration 41Q: 3 clusters Score -3939333 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -3939333.000000 Penalty: 12292.281250
	Iteration 42Q: 3 clusters Score -3939333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -3939329.750000 Penalty: 12292.281250
	Iteration 43Q: 3 clusters Score -3939330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -3939331.250000 Penalty: 12292.281250
	Iteration 44Q: 3 clusters Score -3939331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -3939336.500000 Penalty: 12292.281250
	Iteration 45Q: 3 clusters Score -3939336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -3939336.250000 Penalty: 12292.281250
	Iteration 46Q: 3 clusters Score -3939336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -3939337.750000 Penalty: 12292.281250
	Iteration 47Q: 3 clusters Score -3939338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -3939338.000000 Penalty: 12292.281250
	Iteration 48Q: 3 clusters Score -3939338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -3939338.500000 Penalty: 12292.281250
	Iteration 49Q: 3 clusters Score -3939338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -3939342.000000 Penalty: 12292.281250
	Iteration 50Q: 3 clusters Score -3939342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -3939342.750000 Penalty: 12292.281250
	Iteration 51Q: 3 clusters Score -3939343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -3939349.250000 Penalty: 12292.281250
	Iteration 52Q: 3 clusters Score -3939349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -3939351.000000 Penalty: 12292.281250
	Iteration 53Q: 3 clusters Score -3939351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -3939348.500000 Penalty: 12292.281250
	Iteration 54Q: 3 clusters Score -3939348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -3939351.500000 Penalty: 12292.281250
	Iteration 55Q: 3 clusters Score -3939352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -3939348.500000 Penalty: 12292.281250
	Iteration 56Q: 3 clusters Score -3939348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -3939344.250000 Penalty: 12292.281250
	Iteration 57Q: 3 clusters Score -3939344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -3939349.250000 Penalty: 12292.281250
	Iteration 58Q: 3 clusters Score -3939349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -3939346.750000 Penalty: 12292.281250
	Iteration 59Q: 3 clusters Score -3939347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -3939343.500000 Penalty: 12292.281250
	Iteration 60F: 3 clusters Score -3939344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -3939345.500000 Penalty: 12292.281250
	Iteration 61Q: 3 clusters Score -3939346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -3939341.500000 Penalty: 12292.281250
	Iteration 62Q: 3 clusters Score -3939342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -3939344.000000 Penalty: 12292.281250
	Iteration 63Q: 3 clusters Score -3939344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -3939344.000000 Penalty: 12292.281250
	Iteration 64F: 3 clusters Score -3939344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Entering Unmasked Estep 
Score: -205576.171875 Penalty: 4418.883789
	Iteration 0F: 2 clusters Score -205576.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -201188.515625 Penalty: 8837.767578
	Iteration 0F: 3 clusters Score -201188.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -201738.781250 Penalty: 8837.767578
	Iteration 1F: 3 clusters Score -201738.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -201967.796875 Penalty: 8837.767578
	Iteration 2F: 3 clusters Score -201967.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -202189.390625 Penalty: 8837.767578
	Iteration 3Q: 3 clusters Score -202189.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -202448.921875 Penalty: 8837.767578
	Iteration 4Q: 3 clusters Score -202448.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -202818.906250 Penalty: 8837.767578
	Iteration 5Q: 3 clusters Score -202818.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -203336.921875 Penalty: 8837.767578
	Iteration 6Q: 3 clusters Score -203336.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -203864.828125 Penalty: 8837.767578
	Iteration 7Q: 3 clusters Score -203864.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -204244.265625 Penalty: 8837.767578
	Iteration 8Q: 3 clusters Score -204244.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -204792.078125 Penalty: 8837.767578
	Iteration 9Q: 3 clusters Score -204792.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -204978.421875 Penalty: 8837.767578
	Iteration 10Q: 3 clusters Score -204978.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -205137.406250 Penalty: 8837.767578
	Iteration 11Q: 3 clusters Score -205137.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -205256.453125 Penalty: 8837.767578
	Iteration 12Q: 3 clusters Score -205256.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -205351.609375 Penalty: 8837.767578
	Iteration 13Q: 3 clusters Score -205351.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -205447.171875 Penalty: 8837.767578
	Iteration 14Q: 3 clusters Score -205447.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -205497.812500 Penalty: 8837.767578
	Iteration 15Q: 3 clusters Score -205497.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -205505.515625 Penalty: 8837.767578
	Iteration 16Q: 3 clusters Score -205505.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -205511.234375 Penalty: 8837.767578
	Iteration 17Q: 3 clusters Score -205511.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -205515.093750 Penalty: 8837.767578
	Iteration 18Q: 3 clusters Score -205515.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -205519.453125 Penalty: 8837.767578
	Iteration 19Q: 3 clusters Score -205519.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -205519.453125 Penalty: 8837.767578
	Iteration 20F: 3 clusters Score -205519.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (39577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39577 members 
Entering Unmasked Estep 
Score: -6690178.000000 Penalty: 6483.927246
	Iteration 0F: 2 clusters Score -6690178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -6661258.500000 Penalty: 12967.854492
	Iteration 0F: 3 clusters Score -6661258 nChanged 17063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -6670298.500000 Penalty: 12967.854492
	Iteration 1F: 3 clusters Score -6670298 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -6671146.000000 Penalty: 12967.854492
	Iteration 2F: 3 clusters Score -6671146 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -6671784.000000 Penalty: 12967.854492
	Iteration 3Q: 3 clusters Score -6671784 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -6672508.000000 Penalty: 12967.854492
	Iteration 4Q: 3 clusters Score -6672508 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -6673337.500000 Penalty: 12967.854492
	Iteration 5Q: 3 clusters Score -6673338 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -6674494.500000 Penalty: 12967.854492
	Iteration 6Q: 3 clusters Score -6674494 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -6675944.000000 Penalty: 12967.854492
	Iteration 7F: 3 clusters Score -6675944 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -6677697.000000 Penalty: 12967.854492
	Iteration 8F: 3 clusters Score -6677697 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -6679379.500000 Penalty: 12967.854492
	Iteration 9F: 3 clusters Score -6679380 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -6680840.500000 Penalty: 12967.854492
	Iteration 10F: 3 clusters Score -6680840 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -6681896.500000 Penalty: 12967.854492
	Iteration 11Q: 3 clusters Score -6681896 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -6682572.500000 Penalty: 12967.854492
	Iteration 12Q: 3 clusters Score -6682572 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -6682953.500000 Penalty: 12967.854492
	Iteration 13Q: 3 clusters Score -6682954 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -6683205.000000 Penalty: 12967.854492
	Iteration 14Q: 3 clusters Score -6683205 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -6683368.500000 Penalty: 12967.854492
	Iteration 15Q: 3 clusters Score -6683368 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -6683469.500000 Penalty: 12967.854492
	Iteration 16Q: 3 clusters Score -6683470 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -6683555.000000 Penalty: 12967.854492
	Iteration 17Q: 3 clusters Score -6683555 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -6683644.000000 Penalty: 12967.854492
	Iteration 18Q: 3 clusters Score -6683644 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -6683712.500000 Penalty: 12967.854492
	Iteration 19Q: 3 clusters Score -6683712 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 22739 members 
Entering Unmasked Estep 
Score: -6683803.000000 Penalty: 12967.854492
	Iteration 20F: 3 clusters Score -6683803 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -6683861.500000 Penalty: 12967.854492
	Iteration 21Q: 3 clusters Score -6683862 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -6683882.500000 Penalty: 12967.854492
	Iteration 22Q: 3 clusters Score -6683882 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -6683940.500000 Penalty: 12967.854492
	Iteration 23Q: 3 clusters Score -6683940 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 23742 members 
Entering Unmasked Estep 
Score: -6683976.000000 Penalty: 12967.854492
	Iteration 24Q: 3 clusters Score -6683976 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -6684000.000000 Penalty: 12967.854492
	Iteration 25Q: 3 clusters Score -6684000 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -6684034.000000 Penalty: 12967.854492
	Iteration 26Q: 3 clusters Score -6684034 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -6684063.500000 Penalty: 12967.854492
	Iteration 27Q: 3 clusters Score -6684064 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
Score: -6684118.500000 Penalty: 12967.854492
	Iteration 28Q: 3 clusters Score -6684118 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 24815 members 
Entering Unmasked Estep 
Score: -6684140.000000 Penalty: 12967.854492
	Iteration 29Q: 3 clusters Score -6684140 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -6684163.000000 Penalty: 12967.854492
	Iteration 30Q: 3 clusters Score -6684163 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -6684194.500000 Penalty: 12967.854492
	Iteration 31Q: 3 clusters Score -6684194 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -6684242.000000 Penalty: 12967.854492
	Iteration 32Q: 3 clusters Score -6684242 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -6684282.500000 Penalty: 12967.854492
	Iteration 33Q: 3 clusters Score -6684282 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 25886 members 
Entering Unmasked Estep 
Score: -6684313.000000 Penalty: 12967.854492
	Iteration 34Q: 3 clusters Score -6684313 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 26095 members 
Entering Unmasked Estep 
Score: -6684351.500000 Penalty: 12967.854492
	Iteration 35Q: 3 clusters Score -6684352 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -6684411.000000 Penalty: 12967.854492
	Iteration 36Q: 3 clusters Score -6684411 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 26498 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6684438 nChanged 199
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 26697 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 26925 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6684508 nChanged 202
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 27125 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6684520 nChanged 206
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Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 27325 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6684563 nChanged 214
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Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 27539 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6684605 nChanged 201
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 27738 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6684631 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 27906 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6684662 nChanged 147
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6684719 nChanged 143
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Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 28326 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6684730 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 28458 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6684740 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 28571 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6684774 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 28708 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6684794 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 28829 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6684830 nChanged 142
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Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 28969 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 29099 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6684864 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 29217 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6684882 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 29327 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6684916 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 29423 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6684934 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 29513 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6684940 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 29614 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6684952 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 29705 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6684956 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 29795 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6684958 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 29875 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6684986 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 29963 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6685012 nChanged 99
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 30060 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6685044 nChanged 103
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 30159 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6685090 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 30238 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6685086 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 30311 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6685095 nChanged 72
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 30383 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6685104 nChanged 78
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Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 30457 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6685100 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 30522 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6685110 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 30585 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6685120 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 30640 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6685125 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 30708 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6685148 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 30762 members 
Entering Unmasked Estep 
Score: -6685151.500000 Penalty: 12967.854492
	Iteration 73Q: 3 clusters Score -6685152 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 30811 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6685151 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 30863 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6685148 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 30912 members 
Entering Unmasked Estep 
Score: -6685145.000000 Penalty: 12967.854492
	Iteration 76Q: 3 clusters Score -6685145 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 30959 members 
Entering Unmasked Estep 
Score: -6685164.500000 Penalty: 12967.854492
	Iteration 77Q: 3 clusters Score -6685164 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 31010 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6685177 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 31050 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6685172 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 31100 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6685185 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 31144 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6685177 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 31186 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6685194 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 31230 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6685208 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 31275 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6685212 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 31319 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6685204 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 31357 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6685196 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 31395 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6685214 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 31439 members 
Entering Unmasked Estep 
Score: -6685232.000000 Penalty: 12967.854492
	Iteration 88Q: 3 clusters Score -6685232 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 31474 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6685236 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 31508 members 
Entering Unmasked Estep 
Score: -6685240.000000 Penalty: 12967.854492
	Iteration 90Q: 3 clusters Score -6685240 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 31549 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6685258 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 31578 members 
Entering Unmasked Estep 
Score: -6685259.000000 Penalty: 12967.854492
	Iteration 92Q: 3 clusters Score -6685259 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 31606 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6685258 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 31631 members 
Entering Unmasked Estep 
Score: -6685277.500000 Penalty: 12967.854492
	Iteration 94Q: 3 clusters Score -6685278 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 31651 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6685272 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 31672 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6685271 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 31696 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6685280 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -6685291.500000 Penalty: 12967.854492
	Iteration 98Q: 3 clusters Score -6685292 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 31759 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6685292 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 31797 members 
Entering Unmasked Estep 
Score: -6685298.500000 Penalty: 12967.854492
	Iteration 100F: 3 clusters Score -6685298 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7739 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6685290 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 31876 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6685293 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 31909 members 
Entering Unmasked Estep 
Score: -6685304.000000 Penalty: 12967.854492
	Iteration 103Q: 3 clusters Score -6685304 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 31945 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6685316 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 31976 members 
Entering Unmasked Estep 
Score: -6685328.000000 Penalty: 12967.854492
	Iteration 105Q: 3 clusters Score -6685328 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7577 members 
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Entering Unmasked Estep 
Score: -6685339.500000 Penalty: 12967.854492
	Iteration 106Q: 3 clusters Score -6685340 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 32027 members 
Entering Unmasked Estep 
Score: -6685350.500000 Penalty: 12967.854492
	Iteration 107Q: 3 clusters Score -6685350 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 32057 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6685365 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 32090 members 
Entering Unmasked Estep 
Score: -6685361.500000 Penalty: 12967.854492
	Iteration 109Q: 3 clusters Score -6685362 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 32121 members 
Entering Unmasked Estep 
Score: -6685376.000000 Penalty: 12967.854492
	Iteration 110Q: 3 clusters Score -6685376 nChanged 26
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Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 32147 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6685372 nChanged 18
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Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 32165 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6685372 nChanged 15
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Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 32180 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -6685390 nChanged 16
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Mstep: Class 1 contains 7383 members 
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	Iteration 114Q: 3 clusters Score -6685390 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 32213 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -6685385 nChanged 19
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -6685402 nChanged 19
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Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 32247 members 
Entering Unmasked Estep 
Score: -6685412.000000 Penalty: 12967.854492
	Iteration 117Q: 3 clusters Score -6685412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 32261 members 
Entering Unmasked Estep 
Score: -6685405.500000 Penalty: 12967.854492
	Iteration 118Q: 3 clusters Score -6685406 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 32271 members 
Entering Unmasked Estep 
Score: -6685392.500000 Penalty: 12967.854492
	Iteration 119Q: 3 clusters Score -6685392 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 32283 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -6685406 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 32297 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -6685406 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 32311 members 
Entering Unmasked Estep 
Score: -6685408.500000 Penalty: 12967.854492
	Iteration 122Q: 3 clusters Score -6685408 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 32333 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -6685406 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 32350 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -6685406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 32365 members 
Entering Unmasked Estep 
Score: -6685416.500000 Penalty: 12967.854492
	Iteration 125Q: 3 clusters Score -6685416 nChanged 20
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Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 32383 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -6685416 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 32402 members 
Entering Unmasked Estep 
Score: -6685426.000000 Penalty: 12967.854492
	Iteration 127Q: 3 clusters Score -6685426 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 32420 members 
Entering Unmasked Estep 
Score: -6685436.500000 Penalty: 12967.854492
	Iteration 128Q: 3 clusters Score -6685436 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 32439 members 
Entering Unmasked Estep 
Score: -6685422.500000 Penalty: 12967.854492
	Iteration 129Q: 3 clusters Score -6685422 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 32461 members 
Entering Unmasked Estep 
Score: -6685436.000000 Penalty: 12967.854492
	Iteration 130Q: 3 clusters Score -6685436 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 32486 members 
Entering Unmasked Estep 
Score: -6685430.000000 Penalty: 12967.854492
	Iteration 131Q: 3 clusters Score -6685430 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 32517 members 
Entering Unmasked Estep 
Score: -6685445.500000 Penalty: 12967.854492
	Iteration 132Q: 3 clusters Score -6685446 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 32539 members 
Entering Unmasked Estep 
Score: -6685435.000000 Penalty: 12967.854492
	Iteration 133Q: 3 clusters Score -6685435 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 32557 members 
Entering Unmasked Estep 
Score: -6685446.500000 Penalty: 12967.854492
	Iteration 134Q: 3 clusters Score -6685446 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 32574 members 
Entering Unmasked Estep 
Score: -6685441.000000 Penalty: 12967.854492
	Iteration 135Q: 3 clusters Score -6685441 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 32593 members 
Entering Unmasked Estep 
Score: -6685439.500000 Penalty: 12967.854492
	Iteration 136Q: 3 clusters Score -6685440 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -6685448.500000 Penalty: 12967.854492
	Iteration 137Q: 3 clusters Score -6685448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 32620 members 
Entering Unmasked Estep 
Score: -6685435.500000 Penalty: 12967.854492
	Iteration 138Q: 3 clusters Score -6685436 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 32635 members 
Entering Unmasked Estep 
Score: -6685446.500000 Penalty: 12967.854492
	Iteration 139Q: 3 clusters Score -6685446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 32644 members 
Entering Unmasked Estep 
Score: -6685445.000000 Penalty: 12967.854492
	Iteration 140F: 3 clusters Score -6685445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 32655 members 
Entering Unmasked Estep 
Score: -6685448.500000 Penalty: 12967.854492
	Iteration 141Q: 3 clusters Score -6685448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 32662 members 
Entering Unmasked Estep 
Score: -6685450.500000 Penalty: 12967.854492
	Iteration 142Q: 3 clusters Score -6685450 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 32677 members 
Entering Unmasked Estep 
Score: -6685450.000000 Penalty: 12967.854492
	Iteration 143Q: 3 clusters Score -6685450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 32685 members 
Entering Unmasked Estep 
Score: -6685451.500000 Penalty: 12967.854492
	Iteration 144Q: 3 clusters Score -6685452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 32692 members 
Entering Unmasked Estep 
Score: -6685448.500000 Penalty: 12967.854492
	Iteration 145Q: 3 clusters Score -6685448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 32699 members 
Entering Unmasked Estep 
Score: -6685447.500000 Penalty: 12967.854492
	Iteration 146Q: 3 clusters Score -6685448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 32707 members 
Entering Unmasked Estep 
Score: -6685446.500000 Penalty: 12967.854492
	Iteration 147Q: 3 clusters Score -6685446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 32712 members 
Entering Unmasked Estep 
Score: -6685453.000000 Penalty: 12967.854492
	Iteration 148Q: 3 clusters Score -6685453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 32717 members 
Entering Unmasked Estep 
Score: -6685452.000000 Penalty: 12967.854492
	Iteration 149Q: 3 clusters Score -6685452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 32723 members 
Entering Unmasked Estep 
Score: -6685447.000000 Penalty: 12967.854492
	Iteration 150Q: 3 clusters Score -6685447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 32729 members 
Entering Unmasked Estep 
Score: -6685452.500000 Penalty: 12967.854492
	Iteration 151Q: 3 clusters Score -6685452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 32736 members 
Entering Unmasked Estep 
Score: -6685460.000000 Penalty: 12967.854492
	Iteration 152Q: 3 clusters Score -6685460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 32744 members 
Entering Unmasked Estep 
Score: -6685461.000000 Penalty: 12967.854492
	Iteration 153Q: 3 clusters Score -6685461 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 32756 members 
Entering Unmasked Estep 
Score: -6685451.000000 Penalty: 12967.854492
	Iteration 154Q: 3 clusters Score -6685451 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 32773 members 
Entering Unmasked Estep 
Score: -6685456.000000 Penalty: 12967.854492
	Iteration 155Q: 3 clusters Score -6685456 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 32789 members 
Entering Unmasked Estep 
Score: -6685477.500000 Penalty: 12967.854492
	Iteration 156Q: 3 clusters Score -6685478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 32803 members 
Entering Unmasked Estep 
Score: -6685469.500000 Penalty: 12967.854492
	Iteration 157Q: 3 clusters Score -6685470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 32812 members 
Entering Unmasked Estep 
Score: -6685473.500000 Penalty: 12967.854492
	Iteration 158Q: 3 clusters Score -6685474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 32819 members 
Entering Unmasked Estep 
Score: -6685474.000000 Penalty: 12967.854492
	Iteration 159Q: 3 clusters Score -6685474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 32827 members 
Entering Unmasked Estep 
Score: -6685488.500000 Penalty: 12967.854492
	Iteration 160F: 3 clusters Score -6685488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 32831 members 
Entering Unmasked Estep 
Score: -6685493.500000 Penalty: 12967.854492
	Iteration 161Q: 3 clusters Score -6685494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 32837 members 
Entering Unmasked Estep 
Score: -6685487.000000 Penalty: 12967.854492
	Iteration 162Q: 3 clusters Score -6685487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 32842 members 
Entering Unmasked Estep 
Score: -6685487.500000 Penalty: 12967.854492
	Iteration 163Q: 3 clusters Score -6685488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 32848 members 
Entering Unmasked Estep 
Score: -6685487.000000 Penalty: 12967.854492
	Iteration 164Q: 3 clusters Score -6685487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 32853 members 
Entering Unmasked Estep 
Score: -6685486.500000 Penalty: 12967.854492
	Iteration 165Q: 3 clusters Score -6685486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 32855 members 
Entering Unmasked Estep 
Score: -6685485.500000 Penalty: 12967.854492
	Iteration 166Q: 3 clusters Score -6685486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 32857 members 
Entering Unmasked Estep 
Score: -6685488.500000 Penalty: 12967.854492
	Iteration 167Q: 3 clusters Score -6685488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 32858 members 
Entering Unmasked Estep 
Score: -6685488.500000 Penalty: 12967.854492
	Iteration 168Q: 3 clusters Score -6685488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 32860 members 
Entering Unmasked Estep 
Score: -6685498.500000 Penalty: 12967.854492
	Iteration 169Q: 3 clusters Score -6685498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 32861 members 
Entering Unmasked Estep 
Score: -6685499.000000 Penalty: 12967.854492
	Iteration 170Q: 3 clusters Score -6685499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 32862 members 
Entering Unmasked Estep 
Score: -6685496.500000 Penalty: 12967.854492
	Iteration 171Q: 3 clusters Score -6685496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 32862 members 
Entering Unmasked Estep 
Score: -6685496.500000 Penalty: 12967.854492
	Iteration 172F: 3 clusters Score -6685496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (323587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323587 members 
Entering Unmasked Estep 
Score: -55510176.000000 Penalty: 7770.924316
	Iteration 0F: 2 clusters Score -5.551018e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162176 members 
Mstep: Class 2 contains 161411 members 
Entering Unmasked Estep 
Score: -55304148.000000 Penalty: 15541.848633
	Iteration 0F: 3 clusters Score -5.530415e+07 nChanged 154045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167609 members 
Mstep: Class 2 contains 155978 members 
Entering Unmasked Estep 
Score: -55393924.000000 Penalty: 15541.848633
	Iteration 1F: 3 clusters Score -5.539392e+07 nChanged 10941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171764 members 
Mstep: Class 2 contains 151823 members 
Entering Unmasked Estep 
Score: -55397320.000000 Penalty: 15541.848633
	Iteration 2Q: 3 clusters Score -5.539732e+07 nChanged 13362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178240 members 
Mstep: Class 2 contains 145347 members 
Entering Unmasked Estep 
Score: -55402860.000000 Penalty: 15541.848633
	Iteration 3Q: 3 clusters Score -5.540286e+07 nChanged 16910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187782 members 
Mstep: Class 2 contains 135805 members 
Entering Unmasked Estep 
Score: -55411756.000000 Penalty: 15541.848633
	Iteration 4F: 3 clusters Score -5.541176e+07 nChanged 21758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201396 members 
Mstep: Class 2 contains 122191 members 
Entering Unmasked Estep 
Score: -55424864.000000 Penalty: 15541.848633
	Iteration 5F: 3 clusters Score -5.542486e+07 nChanged 25620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218788 members 
Mstep: Class 2 contains 104799 members 
Entering Unmasked Estep 
Score: -55442792.000000 Penalty: 15541.848633
	Iteration 6F: 3 clusters Score -5.544279e+07 nChanged 24944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236880 members 
Mstep: Class 2 contains 86707 members 
Entering Unmasked Estep 
Score: -55458684.000000 Penalty: 15541.848633
	Iteration 7F: 3 clusters Score -5.545868e+07 nChanged 20712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253220 members 
Mstep: Class 2 contains 70367 members 
Entering Unmasked Estep 
Score: -55471128.000000 Penalty: 15541.848633
	Iteration 8F: 3 clusters Score -5.547113e+07 nChanged 15745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266863 members 
Mstep: Class 2 contains 56724 members 
Entering Unmasked Estep 
Score: -55479528.000000 Penalty: 15541.848633
	Iteration 9Q: 3 clusters Score -5.547953e+07 nChanged 11982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278099 members 
Mstep: Class 2 contains 45488 members 
Entering Unmasked Estep 
Score: -55485840.000000 Penalty: 15541.848633
	Iteration 10Q: 3 clusters Score -5.548584e+07 nChanged 9514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287407 members 
Mstep: Class 2 contains 36180 members 
Entering Unmasked Estep 
Score: -55490956.000000 Penalty: 15541.848633
	Iteration 11Q: 3 clusters Score -5.549096e+07 nChanged 7641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294984 members 
Mstep: Class 2 contains 28603 members 
Entering Unmasked Estep 
Score: -55494856.000000 Penalty: 15541.848633
	Iteration 12Q: 3 clusters Score -5.549486e+07 nChanged 5905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300869 members 
Mstep: Class 2 contains 22718 members 
Entering Unmasked Estep 
Score: -55497836.000000 Penalty: 15541.848633
	Iteration 13Q: 3 clusters Score -5.549784e+07 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305369 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -55500568.000000 Penalty: 15541.848633
	Iteration 14Q: 3 clusters Score -5.550057e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308662 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -55501988.000000 Penalty: 15541.848633
	Iteration 15Q: 3 clusters Score -5.550199e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311097 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -55503256.000000 Penalty: 15541.848633
	Iteration 16Q: 3 clusters Score -5.550326e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312856 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -55504040.000000 Penalty: 15541.848633
	Iteration 17Q: 3 clusters Score -5.550404e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314195 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -55504440.000000 Penalty: 15541.848633
	Iteration 18Q: 3 clusters Score -5.550444e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315107 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -55504852.000000 Penalty: 15541.848633
	Iteration 19Q: 3 clusters Score -5.550485e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315755 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -55505044.000000 Penalty: 15541.848633
	Iteration 20F: 3 clusters Score -5.550504e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316241 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -55505044.000000 Penalty: 15541.848633
	Iteration 21Q: 3 clusters Score -5.550504e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316604 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -55505216.000000 Penalty: 15541.848633
	Iteration 22Q: 3 clusters Score -5.550522e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316886 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -55505328.000000 Penalty: 15541.848633
	Iteration 23Q: 3 clusters Score -5.550533e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317078 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -55505372.000000 Penalty: 15541.848633
	Iteration 24Q: 3 clusters Score -5.550537e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317236 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -55505516.000000 Penalty: 15541.848633
	Iteration 25Q: 3 clusters Score -5.550552e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317401 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -55505584.000000 Penalty: 15541.848633
	Iteration 26Q: 3 clusters Score -5.550558e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317522 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -55505632.000000 Penalty: 15541.848633
	Iteration 27Q: 3 clusters Score -5.550563e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317621 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -55505588.000000 Penalty: 15541.848633
	Iteration 28Q: 3 clusters Score -5.550559e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317709 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -55505648.000000 Penalty: 15541.848633
	Iteration 29Q: 3 clusters Score -5.550565e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317787 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -55505712.000000 Penalty: 15541.848633
	Iteration 30Q: 3 clusters Score -5.550571e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317854 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -55505668.000000 Penalty: 15541.848633
	Iteration 31Q: 3 clusters Score -5.550567e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317906 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -55505700.000000 Penalty: 15541.848633
	Iteration 32Q: 3 clusters Score -5.55057e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317955 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -55505632.000000 Penalty: 15541.848633
	Iteration 33Q: 3 clusters Score -5.550563e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317984 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -55505628.000000 Penalty: 15541.848633
	Iteration 34Q: 3 clusters Score -5.550563e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318016 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -55505620.000000 Penalty: 15541.848633
	Iteration 35Q: 3 clusters Score -5.550562e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318040 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -55505612.000000 Penalty: 15541.848633
	Iteration 36Q: 3 clusters Score -5.550561e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318071 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -55505688.000000 Penalty: 15541.848633
	Iteration 37Q: 3 clusters Score -5.550569e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318092 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -55505688.000000 Penalty: 15541.848633
	Iteration 38Q: 3 clusters Score -5.550569e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318112 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -55505740.000000 Penalty: 15541.848633
	Iteration 39Q: 3 clusters Score -5.550574e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318126 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -55505740.000000 Penalty: 15541.848633
	Iteration 40F: 3 clusters Score -5.550574e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318141 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -55505732.000000 Penalty: 15541.848633
	Iteration 41Q: 3 clusters Score -5.550573e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318150 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -55505724.000000 Penalty: 15541.848633
	Iteration 42Q: 3 clusters Score -5.550572e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318159 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -55505708.000000 Penalty: 15541.848633
	Iteration 43Q: 3 clusters Score -5.550571e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318162 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -55505712.000000 Penalty: 15541.848633
	Iteration 44Q: 3 clusters Score -5.550571e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318166 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -55505680.000000 Penalty: 15541.848633
	Iteration 45Q: 3 clusters Score -5.550568e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318169 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -55505684.000000 Penalty: 15541.848633
	Iteration 46Q: 3 clusters Score -5.550568e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318173 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -55505660.000000 Penalty: 15541.848633
	Iteration 47Q: 3 clusters Score -5.550566e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318175 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -55505692.000000 Penalty: 15541.848633
	Iteration 48Q: 3 clusters Score -5.550569e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318176 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -55505684.000000 Penalty: 15541.848633
	Iteration 49Q: 3 clusters Score -5.550568e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318175 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -55505704.000000 Penalty: 15541.848633
	Iteration 50Q: 3 clusters Score -5.55057e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318174 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -55505732.000000 Penalty: 15541.848633
	Iteration 51Q: 3 clusters Score -5.550573e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318176 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -55505700.000000 Penalty: 15541.848633
	Iteration 52Q: 3 clusters Score -5.55057e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318178 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -55505756.000000 Penalty: 15541.848633
	Iteration 53Q: 3 clusters Score -5.550576e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318178 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -55505756.000000 Penalty: 15541.848633
	Iteration 54F: 3 clusters Score -5.550576e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (78208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78208 members 
Entering Unmasked Estep 
Score: -13373645.000000 Penalty: 6901.115234
	Iteration 0F: 2 clusters Score -1.337364e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39249 members 
Mstep: Class 2 contains 38959 members 
Entering Unmasked Estep 
Score: -13319686.000000 Penalty: 13802.230469
	Iteration 0F: 3 clusters Score -1.331969e+07 nChanged 35436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40017 members 
Mstep: Class 2 contains 38191 members 
Entering Unmasked Estep 
Score: -13338781.000000 Penalty: 13802.230469
	Iteration 1F: 3 clusters Score -1.333878e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40631 members 
Mstep: Class 2 contains 37577 members 
Entering Unmasked Estep 
Score: -13339827.000000 Penalty: 13802.230469
	Iteration 2Q: 3 clusters Score -1.333983e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41479 members 
Mstep: Class 2 contains 36729 members 
Entering Unmasked Estep 
Score: -13340649.000000 Penalty: 13802.230469
	Iteration 3Q: 3 clusters Score -1.334065e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42649 members 
Mstep: Class 2 contains 35559 members 
Entering Unmasked Estep 
Score: -13341262.000000 Penalty: 13802.230469
	Iteration 4Q: 3 clusters Score -1.334126e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44177 members 
Mstep: Class 2 contains 34031 members 
Entering Unmasked Estep 
Score: -13341938.000000 Penalty: 13802.230469
	Iteration 5Q: 3 clusters Score -1.334194e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46214 members 
Mstep: Class 2 contains 31994 members 
Entering Unmasked Estep 
Score: -13342782.000000 Penalty: 13802.230469
	Iteration 6Q: 3 clusters Score -1.334278e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48981 members 
Mstep: Class 2 contains 29227 members 
Entering Unmasked Estep 
Score: -13344031.000000 Penalty: 13802.230469
	Iteration 7Q: 3 clusters Score -1.334403e+07 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52687 members 
Mstep: Class 2 contains 25521 members 
Entering Unmasked Estep 
Score: -13345998.000000 Penalty: 13802.230469
	Iteration 8Q: 3 clusters Score -1.3346e+07 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57357 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -13349147.000000 Penalty: 13802.230469
	Iteration 9F: 3 clusters Score -1.334915e+07 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62883 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -13353403.000000 Penalty: 13802.230469
	Iteration 10F: 3 clusters Score -1.33534e+07 nChanged 5618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68497 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -13358385.000000 Penalty: 13802.230469
	Iteration 11F: 3 clusters Score -1.335838e+07 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73033 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -13362667.000000 Penalty: 13802.230469
	Iteration 12F: 3 clusters Score -1.336267e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75688 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -13365237.000000 Penalty: 13802.230469
	Iteration 13Q: 3 clusters Score -1.336524e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76941 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -13366495.000000 Penalty: 13802.230469
	Iteration 14Q: 3 clusters Score -1.33665e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77396 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -13367016.000000 Penalty: 13802.230469
	Iteration 15Q: 3 clusters Score -1.336702e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77541 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -13367224.000000 Penalty: 13802.230469
	Iteration 16Q: 3 clusters Score -1.336722e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77605 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -13367342.000000 Penalty: 13802.230469
	Iteration 17Q: 3 clusters Score -1.336734e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77641 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -13367416.000000 Penalty: 13802.230469
	Iteration 18Q: 3 clusters Score -1.336742e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77663 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -13367467.000000 Penalty: 13802.230469
	Iteration 19Q: 3 clusters Score -1.336747e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77678 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -13367510.000000 Penalty: 13802.230469
	Iteration 20F: 3 clusters Score -1.336751e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77688 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -13367510.000000 Penalty: 13802.230469
	Iteration 21Q: 3 clusters Score -1.336751e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77691 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -13367529.000000 Penalty: 13802.230469
	Iteration 22Q: 3 clusters Score -1.336753e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77693 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -13367528.000000 Penalty: 13802.230469
	Iteration 23Q: 3 clusters Score -1.336753e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77694 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -13367531.000000 Penalty: 13802.230469
	Iteration 24Q: 3 clusters Score -1.336753e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77693 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -13367540.000000 Penalty: 13802.230469
	Iteration 25Q: 3 clusters Score -1.336754e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77693 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -13367540.000000 Penalty: 13802.230469
	Iteration 26F: 3 clusters Score -1.336754e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (614333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614333 members 
Entering Unmasked Estep 
Score: -105408344.000000 Penalty: 8163.579590
	Iteration 0F: 2 clusters Score -1.054083e+08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306896 members 
Mstep: Class 2 contains 307437 members 
Entering Unmasked Estep 
Score: -105093504.000000 Penalty: 16327.159180
	Iteration 0F: 3 clusters Score -1.050935e+08 nChanged 295884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302946 members 
Mstep: Class 2 contains 311387 members 
Entering Unmasked Estep 
Score: -105268232.000000 Penalty: 16327.159180
	Iteration 1F: 3 clusters Score -1.052682e+08 nChanged 14870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300478 members 
Mstep: Class 2 contains 313855 members 
Entering Unmasked Estep 
Score: -105271168.000000 Penalty: 16327.159180
	Iteration 2Q: 3 clusters Score -1.052712e+08 nChanged 15963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296617 members 
Mstep: Class 2 contains 317716 members 
Entering Unmasked Estep 
Score: -105274656.000000 Penalty: 16327.159180
	Iteration 3Q: 3 clusters Score -1.052747e+08 nChanged 17756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290739 members 
Mstep: Class 2 contains 323594 members 
Entering Unmasked Estep 
Score: -105279112.000000 Penalty: 16327.159180
	Iteration 4Q: 3 clusters Score -1.052791e+08 nChanged 20275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282044 members 
Mstep: Class 2 contains 332289 members 
Entering Unmasked Estep 
Score: -105285056.000000 Penalty: 16327.159180
	Iteration 5Q: 3 clusters Score -1.052851e+08 nChanged 23781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269269 members 
Mstep: Class 2 contains 345064 members 
Entering Unmasked Estep 
Score: -105293784.000000 Penalty: 16327.159180
	Iteration 6Q: 3 clusters Score -1.052938e+08 nChanged 28185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251442 members 
Mstep: Class 2 contains 362891 members 
Entering Unmasked Estep 
Score: -105305576.000000 Penalty: 16327.159180
	Iteration 7Q: 3 clusters Score -1.053056e+08 nChanged 32623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227809 members 
Mstep: Class 2 contains 386524 members 
Entering Unmasked Estep 
Score: -105322720.000000 Penalty: 16327.159180
	Iteration 8F: 3 clusters Score -1.053227e+08 nChanged 36571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199124 members 
Mstep: Class 2 contains 415209 members 
Entering Unmasked Estep 
Score: -105346384.000000 Penalty: 16327.159180
	Iteration 9F: 3 clusters Score -1.053464e+08 nChanged 38738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166486 members 
Mstep: Class 2 contains 447847 members 
Entering Unmasked Estep 
Score: -105369464.000000 Penalty: 16327.159180
	Iteration 10F: 3 clusters Score -1.053695e+08 nChanged 38948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131028 members 
Mstep: Class 2 contains 483305 members 
Entering Unmasked Estep 
Score: -105386088.000000 Penalty: 16327.159180
	Iteration 11F: 3 clusters Score -1.053861e+08 nChanged 36568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96042 members 
Mstep: Class 2 contains 518291 members 
Entering Unmasked Estep 
Score: -105395424.000000 Penalty: 16327.159180
	Iteration 12F: 3 clusters Score -1.053954e+08 nChanged 29761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66979 members 
Mstep: Class 2 contains 547354 members 
Entering Unmasked Estep 
Score: -105399064.000000 Penalty: 16327.159180
	Iteration 13Q: 3 clusters Score -1.053991e+08 nChanged 21983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45278 members 
Mstep: Class 2 contains 569055 members 
Entering Unmasked Estep 
Score: -105401008.000000 Penalty: 16327.159180
	Iteration 14Q: 3 clusters Score -1.05401e+08 nChanged 14938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30462 members 
Mstep: Class 2 contains 583871 members 
Entering Unmasked Estep 
Score: -105400912.000000 Penalty: 16327.159180
	Iteration 15Q: 3 clusters Score -1.054009e+08 nChanged 10049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 593860 members 
Entering Unmasked Estep 
Score: -105401032.000000 Penalty: 16327.159180
	Iteration 16Q: 3 clusters Score -1.05401e+08 nChanged 6709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 600541 members 
Entering Unmasked Estep 
Score: -105401896.000000 Penalty: 16327.159180
	Iteration 17Q: 3 clusters Score -1.054019e+08 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 604918 members 
Entering Unmasked Estep 
Score: -105402272.000000 Penalty: 16327.159180
	Iteration 18Q: 3 clusters Score -1.054023e+08 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 607581 members 
Entering Unmasked Estep 
Score: -105402120.000000 Penalty: 16327.159180
	Iteration 19Q: 3 clusters Score -1.054021e+08 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 609174 members 
Entering Unmasked Estep 
Score: -105402120.000000 Penalty: 16327.159180
	Iteration 20F: 3 clusters Score -1.054021e+08 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 610135 members 
Entering Unmasked Estep 
Score: -105402352.000000 Penalty: 16327.159180
	Iteration 21Q: 3 clusters Score -1.054024e+08 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 610743 members 
Entering Unmasked Estep 
Score: -105402432.000000 Penalty: 16327.159180
	Iteration 22Q: 3 clusters Score -1.054024e+08 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 611172 members 
Entering Unmasked Estep 
Score: -105402512.000000 Penalty: 16327.159180
	Iteration 23Q: 3 clusters Score -1.054025e+08 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 611461 members 
Entering Unmasked Estep 
Score: -105402800.000000 Penalty: 16327.159180
	Iteration 24Q: 3 clusters Score -1.054028e+08 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 611666 members 
Entering Unmasked Estep 
Score: -105402968.000000 Penalty: 16327.159180
	Iteration 25Q: 3 clusters Score -1.05403e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 611804 members 
Entering Unmasked Estep 
Score: -105403064.000000 Penalty: 16327.159180
	Iteration 26Q: 3 clusters Score -1.054031e+08 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 611903 members 
Entering Unmasked Estep 
Score: -105403352.000000 Penalty: 16327.159180
	Iteration 27Q: 3 clusters Score -1.054034e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 611956 members 
Entering Unmasked Estep 
Score: -105403512.000000 Penalty: 16327.159180
	Iteration 28Q: 3 clusters Score -1.054035e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 611990 members 
Entering Unmasked Estep 
Score: -105403696.000000 Penalty: 16327.159180
	Iteration 29Q: 3 clusters Score -1.054037e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 611971 members 
Entering Unmasked Estep 
Score: -105403920.000000 Penalty: 16327.159180
	Iteration 30Q: 3 clusters Score -1.054039e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 611937 members 
Entering Unmasked Estep 
Score: -105404056.000000 Penalty: 16327.159180
	Iteration 31Q: 3 clusters Score -1.054041e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 611924 members 
Entering Unmasked Estep 
Score: -105404344.000000 Penalty: 16327.159180
	Iteration 32Q: 3 clusters Score -1.054043e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 611897 members 
Entering Unmasked Estep 
Score: -105404376.000000 Penalty: 16327.159180
	Iteration 33Q: 3 clusters Score -1.054044e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 611871 members 
Entering Unmasked Estep 
Score: -105404568.000000 Penalty: 16327.159180
	Iteration 34Q: 3 clusters Score -1.054046e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 611838 members 
Entering Unmasked Estep 
Score: -105404552.000000 Penalty: 16327.159180
	Iteration 35Q: 3 clusters Score -1.054046e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 611799 members 
Entering Unmasked Estep 
Score: -105404648.000000 Penalty: 16327.159180
	Iteration 36Q: 3 clusters Score -1.054046e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 611775 members 
Entering Unmasked Estep 
Score: -105404784.000000 Penalty: 16327.159180
	Iteration 37Q: 3 clusters Score -1.054048e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 611754 members 
Entering Unmasked Estep 
Score: -105404824.000000 Penalty: 16327.159180
	Iteration 38Q: 3 clusters Score -1.054048e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 611729 members 
Entering Unmasked Estep 
Score: -105404832.000000 Penalty: 16327.159180
	Iteration 39Q: 3 clusters Score -1.054048e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 611709 members 
Entering Unmasked Estep 
Score: -105404976.000000 Penalty: 16327.159180
	Iteration 40F: 3 clusters Score -1.05405e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 611626 members 
Entering Unmasked Estep 
Score: -105405136.000000 Penalty: 16327.159180
	Iteration 41Q: 3 clusters Score -1.054051e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 611538 members 
Entering Unmasked Estep 
Score: -105405248.000000 Penalty: 16327.159180
	Iteration 42Q: 3 clusters Score -1.054052e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 611470 members 
Entering Unmasked Estep 
Score: -105405480.000000 Penalty: 16327.159180
	Iteration 43Q: 3 clusters Score -1.054055e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 611425 members 
Entering Unmasked Estep 
Score: -105405504.000000 Penalty: 16327.159180
	Iteration 44Q: 3 clusters Score -1.054055e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 611382 members 
Entering Unmasked Estep 
Score: -105405568.000000 Penalty: 16327.159180
	Iteration 45Q: 3 clusters Score -1.054056e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 611353 members 
Entering Unmasked Estep 
Score: -105405656.000000 Penalty: 16327.159180
	Iteration 46Q: 3 clusters Score -1.054057e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 611336 members 
Entering Unmasked Estep 
Score: -105405728.000000 Penalty: 16327.159180
	Iteration 47Q: 3 clusters Score -1.054057e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 611321 members 
Entering Unmasked Estep 
Score: -105405896.000000 Penalty: 16327.159180
	Iteration 48Q: 3 clusters Score -1.054059e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 611313 members 
Entering Unmasked Estep 
Score: -105405872.000000 Penalty: 16327.159180
	Iteration 49Q: 3 clusters Score -1.054059e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 611292 members 
Entering Unmasked Estep 
Score: -105405904.000000 Penalty: 16327.159180
	Iteration 50Q: 3 clusters Score -1.054059e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 611284 members 
Entering Unmasked Estep 
Score: -105405912.000000 Penalty: 16327.159180
	Iteration 51Q: 3 clusters Score -1.054059e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 611275 members 
Entering Unmasked Estep 
Score: -105406016.000000 Penalty: 16327.159180
	Iteration 52Q: 3 clusters Score -1.05406e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 611265 members 
Entering Unmasked Estep 
Score: -105406120.000000 Penalty: 16327.159180
	Iteration 53Q: 3 clusters Score -1.054061e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 611248 members 
Entering Unmasked Estep 
Score: -105406120.000000 Penalty: 16327.159180
	Iteration 54Q: 3 clusters Score -1.054061e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 611238 members 
Entering Unmasked Estep 
Score: -105406136.000000 Penalty: 16327.159180
	Iteration 55Q: 3 clusters Score -1.054061e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 611232 members 
Entering Unmasked Estep 
Score: -105406168.000000 Penalty: 16327.159180
	Iteration 56Q: 3 clusters Score -1.054062e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 611227 members 
Entering Unmasked Estep 
Score: -105406136.000000 Penalty: 16327.159180
	Iteration 57Q: 3 clusters Score -1.054061e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 611217 members 
Entering Unmasked Estep 
Score: -105406136.000000 Penalty: 16327.159180
	Iteration 58Q: 3 clusters Score -1.054061e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 611213 members 
Entering Unmasked Estep 
Score: -105406144.000000 Penalty: 16327.159180
	Iteration 59Q: 3 clusters Score -1.054061e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 611206 members 
Entering Unmasked Estep 
Score: -105406256.000000 Penalty: 16327.159180
	Iteration 60F: 3 clusters Score -1.054063e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 611207 members 
Entering Unmasked Estep 
Score: -105406272.000000 Penalty: 16327.159180
	Iteration 61Q: 3 clusters Score -1.054063e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 611192 members 
Entering Unmasked Estep 
Score: -105406208.000000 Penalty: 16327.159180
	Iteration 62Q: 3 clusters Score -1.054062e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 611185 members 
Entering Unmasked Estep 
Score: -105406240.000000 Penalty: 16327.159180
	Iteration 63Q: 3 clusters Score -1.054062e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 611178 members 
Entering Unmasked Estep 
Score: -105406264.000000 Penalty: 16327.159180
	Iteration 64Q: 3 clusters Score -1.054063e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 611176 members 
Entering Unmasked Estep 
Score: -105406256.000000 Penalty: 16327.159180
	Iteration 65Q: 3 clusters Score -1.054063e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 611171 members 
Entering Unmasked Estep 
Score: -105406256.000000 Penalty: 16327.159180
	Iteration 66Q: 3 clusters Score -1.054063e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 611168 members 
Entering Unmasked Estep 
Score: -105406320.000000 Penalty: 16327.159180
	Iteration 67Q: 3 clusters Score -1.054063e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 611166 members 
Entering Unmasked Estep 
Score: -105406304.000000 Penalty: 16327.159180
	Iteration 68Q: 3 clusters Score -1.054063e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 611163 members 
Entering Unmasked Estep 
Score: -105406328.000000 Penalty: 16327.159180
	Iteration 69Q: 3 clusters Score -1.054063e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 611161 members 
Entering Unmasked Estep 
Score: -105406312.000000 Penalty: 16327.159180
	Iteration 70Q: 3 clusters Score -1.054063e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 611161 members 
Entering Unmasked Estep 
Score: -105406312.000000 Penalty: 16327.159180
	Iteration 71F: 3 clusters Score -1.054063e+08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Entering Unmasked Estep 
Score: -294638.968750 Penalty: 4616.022949
	Iteration 0F: 2 clusters Score -294639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -289859.906250 Penalty: 9232.045898
	Iteration 0F: 3 clusters Score -289859.9 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -290689.250000 Penalty: 9232.045898
	Iteration 1F: 3 clusters Score -290689.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -291420.906250 Penalty: 9232.045898
	Iteration 2F: 3 clusters Score -291420.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -292371.281250 Penalty: 9232.045898
	Iteration 3F: 3 clusters Score -292371.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -293381.937500 Penalty: 9232.045898
	Iteration 4F: 3 clusters Score -293381.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -294100.718750 Penalty: 9232.045898
	Iteration 5F: 3 clusters Score -294100.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -294625.531250 Penalty: 9232.045898
	Iteration 6F: 3 clusters Score -294625.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -294913.781250 Penalty: 9232.045898
	Iteration 7Q: 3 clusters Score -294913.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -295200.218750 Penalty: 9232.045898
	Iteration 8Q: 3 clusters Score -295200.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -295334.812500 Penalty: 9232.045898
	Iteration 9Q: 3 clusters Score -295334.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -295378.093750 Penalty: 9232.045898
	Iteration 10Q: 3 clusters Score -295378.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -295384.906250 Penalty: 9232.045898
	Iteration 11Q: 3 clusters Score -295384.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -295384.906250 Penalty: 9232.045898
	Iteration 12F: 3 clusters Score -295384.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 48984 members 
Mstep: Class 3 contains 5591 members 
Mstep: Class 4 contains 52800 members 
Mstep: Class 5 contains 133740 members 
Mstep: Class 6 contains 2571 members 
Mstep: Class 7 contains 1430 members 
Mstep: Class 8 contains 18733 members 
Mstep: Class 9 contains 24269 members 
Mstep: Class 10 contains 1676 members 
Mstep: Class 11 contains 22800 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 39577 members 
Mstep: Class 15 contains 323587 members 
Mstep: Class 16 contains 883 members 
Mstep: Class 17 contains 78208 members 
Mstep: Class 19 contains 614333 members 
Mstep: Class 21 contains 992 members 
Entering Unmasked Estep 
Score: -233272608.000000 Penalty: 164477.890625
Splitting cluster 21 changes total score from -233273824.000000 to -233272608.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 48984 members 
Mstep: Class 3 contains 5591 members 
Mstep: Class 4 contains 52800 members 
Mstep: Class 5 contains 133740 members 
Mstep: Class 6 contains 2571 members 
Mstep: Class 7 contains 1430 members 
Mstep: Class 9 contains 24269 members 
Mstep: Class 10 contains 1676 members 
Mstep: Class 11 contains 22800 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 14 contains 39577 members 
Mstep: Class 15 contains 323587 members 
Mstep: Class 17 contains 78208 members 
Mstep: Class 19 contains 614333 members 
Mstep: Class 21 contains 1875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233278704.000000 Penalty: 155821.171875
Iteration 39Q: 19 clusters Score -2.332787e+08 nChanged 8099
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 48130 members 
Mstep: Class 3 contains 5590 members 
Mstep: Class 4 contains 52692 members 
Mstep: Class 5 contains 133718 members 
Mstep: Class 6 contains 2569 members 
Mstep: Class 7 contains 1430 members 
Mstep: Class 8 contains 18180 members 
Mstep: Class 9 contains 24281 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22850 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 39543 members 
Mstep: Class 15 contains 325762 members 
Mstep: Class 17 contains 78792 members 
Mstep: Class 19 contains 612836 members 
Mstep: Class 21 contains 1874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233282912.000000 Penalty: 155821.171875
Iteration 40F: 19 clusters Score -2.332829e+08 nChanged 9177
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 47250 members 
Mstep: Class 3 contains 6030 members 
Mstep: Class 4 contains 52629 members 
Mstep: Class 5 contains 133283 members 
Mstep: Class 6 contains 2210 members 
Mstep: Class 7 contains 1429 members 
Mstep: Class 8 contains 19531 members 
Mstep: Class 9 contains 24268 members 
Mstep: Class 10 contains 1674 members 
Mstep: Class 11 contains 22747 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 39438 members 
Mstep: Class 15 contains 327047 members 
Mstep: Class 17 contains 79356 members 
Mstep: Class 19 contains 611102 members 
Mstep: Class 21 contains 1866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233285408.000000 Penalty: 155821.171875
Iteration 41Q: 19 clusters Score -2.332854e+08 nChanged 9334
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 46435 members 
Mstep: Class 3 contains 6457 members 
Mstep: Class 4 contains 52569 members 
Mstep: Class 5 contains 132969 members 
Mstep: Class 6 contains 1865 members 
Mstep: Class 7 contains 1429 members 
Mstep: Class 8 contains 20714 members 
Mstep: Class 9 contains 24247 members 
Mstep: Class 10 contains 1674 members 
Mstep: Class 11 contains 22637 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 39347 members 
Mstep: Class 15 contains 328535 members 
Mstep: Class 17 contains 79889 members 
Mstep: Class 19 contains 609211 members 
Mstep: Class 21 contains 1861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233288000.000000 Penalty: 155821.171875
Iteration 42Q: 19 clusters Score -2.33288e+08 nChanged 9113
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 45590 members 
Mstep: Class 3 contains 6735 members 
Mstep: Class 4 contains 52490 members 
Mstep: Class 5 contains 132715 members 
Mstep: Class 6 contains 1632 members 
Mstep: Class 7 contains 1429 members 
Mstep: Class 8 contains 21801 members 
Mstep: Class 9 contains 24240 members 
Mstep: Class 10 contains 1674 members 
Mstep: Class 11 contains 22532 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 39309 members 
Mstep: Class 15 contains 330134 members 
Mstep: Class 17 contains 80478 members 
Mstep: Class 19 contains 607195 members 
Mstep: Class 21 contains 1868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233289888.000000 Penalty: 155821.171875
Iteration 43Q: 19 clusters Score -2.332899e+08 nChanged 8650
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 44785 members 
Mstep: Class 3 contains 6891 members 
Mstep: Class 4 contains 52410 members 
Mstep: Class 5 contains 132437 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 1429 members 
Mstep: Class 8 contains 22774 members 
Mstep: Class 9 contains 24236 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22453 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 39286 members 
Mstep: Class 15 contains 331765 members 
Mstep: Class 17 contains 80986 members 
Mstep: Class 19 contains 605323 members 
Mstep: Class 21 contains 1864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233291376.000000 Penalty: 155821.171875
Iteration 44Q: 19 clusters Score -2.332914e+08 nChanged 8121
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 43993 members 
Mstep: Class 3 contains 6970 members 
Mstep: Class 4 contains 52316 members 
Mstep: Class 5 contains 132162 members 
Mstep: Class 6 contains 1413 members 
Mstep: Class 7 contains 1429 members 
Mstep: Class 8 contains 23614 members 
Mstep: Class 9 contains 24239 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22401 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 39247 members 
Mstep: Class 15 contains 333460 members 
Mstep: Class 17 contains 81462 members 
Mstep: Class 19 contains 603553 members 
Mstep: Class 21 contains 1869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233291312.000000 Penalty: 155821.171875
Iteration 45Q: 19 clusters Score -2.332913e+08 nChanged 7398
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 43226 members 
Mstep: Class 3 contains 7019 members 
Mstep: Class 4 contains 52230 members 
Mstep: Class 5 contains 131940 members 
Mstep: Class 6 contains 1359 members 
Mstep: Class 7 contains 1429 members 
Mstep: Class 8 contains 24391 members 
Mstep: Class 9 contains 24247 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22364 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 39226 members 
Mstep: Class 15 contains 335135 members 
Mstep: Class 17 contains 81925 members 
Mstep: Class 19 contains 601762 members 
Mstep: Class 21 contains 1870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233291968.000000 Penalty: 155821.171875
Iteration 46Q: 19 clusters Score -2.33292e+08 nChanged 7276
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 42461 members 
Mstep: Class 3 contains 7036 members 
Mstep: Class 4 contains 52146 members 
Mstep: Class 5 contains 131702 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 1429 members 
Mstep: Class 8 contains 25135 members 
Mstep: Class 9 contains 24255 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22341 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 39248 members 
Mstep: Class 15 contains 336931 members 
Mstep: Class 17 contains 82348 members 
Mstep: Class 19 contains 599896 members 
Mstep: Class 21 contains 1871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233292544.000000 Penalty: 155821.171875
Iteration 47Q: 19 clusters Score -2.332925e+08 nChanged 6808
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 41755 members 
Mstep: Class 3 contains 7045 members 
Mstep: Class 4 contains 52034 members 
Mstep: Class 5 contains 131559 members 
Mstep: Class 6 contains 1305 members 
Mstep: Class 7 contains 1429 members 
Mstep: Class 8 contains 25729 members 
Mstep: Class 9 contains 24263 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22333 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 39259 members 
Mstep: Class 15 contains 338731 members 
Mstep: Class 17 contains 82671 members 
Mstep: Class 19 contains 598140 members 
Mstep: Class 21 contains 1871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233293072.000000 Penalty: 155821.171875
Iteration 48Q: 19 clusters Score -2.332931e+08 nChanged 6481
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 41074 members 
Mstep: Class 3 contains 7043 members 
Mstep: Class 4 contains 51954 members 
Mstep: Class 5 contains 131430 members 
Mstep: Class 6 contains 1295 members 
Mstep: Class 7 contains 1429 members 
Mstep: Class 8 contains 26243 members 
Mstep: Class 9 contains 24251 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22341 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 39237 members 
Mstep: Class 15 contains 340493 members 
Mstep: Class 17 contains 82978 members 
Mstep: Class 19 contains 596480 members 
Mstep: Class 21 contains 1874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233294048.000000 Penalty: 155821.171875
Iteration 49Q: 19 clusters Score -2.33294e+08 nChanged 6148
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 40430 members 
Mstep: Class 3 contains 7046 members 
Mstep: Class 4 contains 51876 members 
Mstep: Class 5 contains 131303 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1429 members 
Mstep: Class 8 contains 26704 members 
Mstep: Class 9 contains 24233 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22357 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 39214 members 
Mstep: Class 15 contains 342284 members 
Mstep: Class 17 contains 83189 members 
Mstep: Class 19 contains 594891 members 
Mstep: Class 21 contains 1875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233295088.000000 Penalty: 155821.171875
Iteration 50Q: 19 clusters Score -2.332951e+08 nChanged 5895
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 39756 members 
Mstep: Class 3 contains 7050 members 
Mstep: Class 4 contains 51815 members 
Mstep: Class 5 contains 131131 members 
Mstep: Class 6 contains 1278 members 
Mstep: Class 7 contains 1429 members 
Mstep: Class 8 contains 27152 members 
Mstep: Class 9 contains 24237 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22373 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 39179 members 
Mstep: Class 15 contains 343964 members 
Mstep: Class 17 contains 83445 members 
Mstep: Class 19 contains 593425 members 
Mstep: Class 21 contains 1877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233295808.000000 Penalty: 155821.171875
Iteration 51Q: 19 clusters Score -2.332958e+08 nChanged 5604
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 39093 members 
Mstep: Class 3 contains 7050 members 
Mstep: Class 4 contains 51733 members 
Mstep: Class 5 contains 130954 members 
Mstep: Class 6 contains 1274 members 
Mstep: Class 7 contains 1429 members 
Mstep: Class 8 contains 27558 members 
Mstep: Class 9 contains 24247 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22382 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 39140 members 
Mstep: Class 15 contains 345588 members 
Mstep: Class 17 contains 83688 members 
Mstep: Class 19 contains 592094 members 
Mstep: Class 21 contains 1880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233296960.000000 Penalty: 155821.171875
Iteration 52Q: 19 clusters Score -2.33297e+08 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 38439 members 
Mstep: Class 3 contains 7040 members 
Mstep: Class 4 contains 51641 members 
Mstep: Class 5 contains 130782 members 
Mstep: Class 6 contains 1273 members 
Mstep: Class 7 contains 1429 members 
Mstep: Class 8 contains 27950 members 
Mstep: Class 9 contains 24257 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22390 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 39110 members 
Mstep: Class 15 contains 347261 members 
Mstep: Class 17 contains 83948 members 
Mstep: Class 19 contains 590709 members 
Mstep: Class 21 contains 1879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233297344.000000 Penalty: 155821.171875
Iteration 53Q: 19 clusters Score -2.332973e+08 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 37845 members 
Mstep: Class 3 contains 7033 members 
Mstep: Class 4 contains 51572 members 
Mstep: Class 5 contains 130635 members 
Mstep: Class 6 contains 1271 members 
Mstep: Class 7 contains 1429 members 
Mstep: Class 8 contains 28373 members 
Mstep: Class 9 contains 24247 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22405 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 39088 members 
Mstep: Class 15 contains 348817 members 
Mstep: Class 17 contains 84132 members 
Mstep: Class 19 contains 589382 members 
Mstep: Class 21 contains 1878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233298208.000000 Penalty: 155821.171875
Iteration 54Q: 19 clusters Score -2.332982e+08 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 37261 members 
Mstep: Class 3 contains 7025 members 
Mstep: Class 4 contains 51492 members 
Mstep: Class 5 contains 130515 members 
Mstep: Class 6 contains 1271 members 
Mstep: Class 7 contains 1429 members 
Mstep: Class 8 contains 28730 members 
Mstep: Class 9 contains 24254 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22409 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 39059 members 
Mstep: Class 15 contains 350221 members 
Mstep: Class 17 contains 84290 members 
Mstep: Class 19 contains 588271 members 
Mstep: Class 21 contains 1878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233298448.000000 Penalty: 155821.171875
Iteration 55Q: 19 clusters Score -2.332984e+08 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 36685 members 
Mstep: Class 3 contains 7020 members 
Mstep: Class 4 contains 51437 members 
Mstep: Class 5 contains 130375 members 
Mstep: Class 6 contains 1271 members 
Mstep: Class 7 contains 1429 members 
Mstep: Class 8 contains 29082 members 
Mstep: Class 9 contains 24270 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22436 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38988 members 
Mstep: Class 15 contains 351476 members 
Mstep: Class 17 contains 84458 members 
Mstep: Class 19 contains 587296 members 
Mstep: Class 21 contains 1880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233298272.000000 Penalty: 155821.171875
Iteration 56Q: 19 clusters Score -2.332983e+08 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 36070 members 
Mstep: Class 3 contains 7018 members 
Mstep: Class 4 contains 51368 members 
Mstep: Class 5 contains 130263 members 
Mstep: Class 6 contains 1271 members 
Mstep: Class 7 contains 1429 members 
Mstep: Class 8 contains 29401 members 
Mstep: Class 9 contains 24287 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22469 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38916 members 
Mstep: Class 15 contains 352536 members 
Mstep: Class 17 contains 84645 members 
Mstep: Class 19 contains 586549 members 
Mstep: Class 21 contains 1881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233298272.000000 Penalty: 155821.171875
Iteration 57Q: 19 clusters Score -2.332983e+08 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 35445 members 
Mstep: Class 3 contains 7016 members 
Mstep: Class 4 contains 51332 members 
Mstep: Class 5 contains 130220 members 
Mstep: Class 6 contains 1271 members 
Mstep: Class 7 contains 1429 members 
Mstep: Class 8 contains 29683 members 
Mstep: Class 9 contains 24299 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22510 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38850 members 
Mstep: Class 15 contains 353421 members 
Mstep: Class 17 contains 84877 members 
Mstep: Class 19 contains 585864 members 
Mstep: Class 21 contains 1884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233298688.000000 Penalty: 155821.171875
Iteration 58Q: 19 clusters Score -2.332987e+08 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 34804 members 
Mstep: Class 3 contains 7012 members 
Mstep: Class 4 contains 51286 members 
Mstep: Class 5 contains 130192 members 
Mstep: Class 6 contains 1271 members 
Mstep: Class 7 contains 1429 members 
Mstep: Class 8 contains 29928 members 
Mstep: Class 9 contains 24320 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22550 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38794 members 
Mstep: Class 15 contains 354152 members 
Mstep: Class 17 contains 85168 members 
Mstep: Class 19 contains 585308 members 
Mstep: Class 21 contains 1884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233297904.000000 Penalty: 155821.171875
Iteration 59Q: 19 clusters Score -2.332979e+08 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 34195 members 
Mstep: Class 3 contains 7005 members 
Mstep: Class 4 contains 51244 members 
Mstep: Class 5 contains 130205 members 
Mstep: Class 6 contains 1271 members 
Mstep: Class 7 contains 1429 members 
Mstep: Class 8 contains 30173 members 
Mstep: Class 9 contains 24339 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22597 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38745 members 
Mstep: Class 15 contains 354725 members 
Mstep: Class 17 contains 85388 members 
Mstep: Class 19 contains 584896 members 
Mstep: Class 21 contains 1884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233298160.000000 Penalty: 155821.171875
Iteration 60F: 19 clusters Score -2.332982e+08 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 33561 members 
Mstep: Class 3 contains 7031 members 
Mstep: Class 4 contains 51196 members 
Mstep: Class 5 contains 130234 members 
Mstep: Class 6 contains 1247 members 
Mstep: Class 7 contains 1429 members 
Mstep: Class 8 contains 30412 members 
Mstep: Class 9 contains 24358 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22625 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38703 members 
Mstep: Class 15 contains 355194 members 
Mstep: Class 17 contains 85700 members 
Mstep: Class 19 contains 584523 members 
Mstep: Class 21 contains 1883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233298176.000000 Penalty: 155821.171875
Iteration 61Q: 19 clusters Score -2.332982e+08 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 32932 members 
Mstep: Class 3 contains 7048 members 
Mstep: Class 4 contains 51187 members 
Mstep: Class 5 contains 130239 members 
Mstep: Class 6 contains 1208 members 
Mstep: Class 7 contains 1429 members 
Mstep: Class 8 contains 30622 members 
Mstep: Class 9 contains 24378 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22637 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38672 members 
Mstep: Class 15 contains 355562 members 
Mstep: Class 17 contains 86019 members 
Mstep: Class 19 contains 584278 members 
Mstep: Class 21 contains 1884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233298960.000000 Penalty: 155821.171875
Iteration 62Q: 19 clusters Score -2.33299e+08 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 32330 members 
Mstep: Class 3 contains 7037 members 
Mstep: Class 4 contains 51178 members 
Mstep: Class 5 contains 130273 members 
Mstep: Class 6 contains 1197 members 
Mstep: Class 7 contains 1429 members 
Mstep: Class 8 contains 30819 members 
Mstep: Class 9 contains 24390 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22656 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38646 members 
Mstep: Class 15 contains 355858 members 
Mstep: Class 17 contains 86313 members 
Mstep: Class 19 contains 584084 members 
Mstep: Class 21 contains 1885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233299152.000000 Penalty: 155821.171875
Iteration 63Q: 19 clusters Score -2.332992e+08 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 31715 members 
Mstep: Class 3 contains 7029 members 
Mstep: Class 4 contains 51172 members 
Mstep: Class 5 contains 130302 members 
Mstep: Class 6 contains 1191 members 
Mstep: Class 7 contains 1429 members 
Mstep: Class 8 contains 30994 members 
Mstep: Class 9 contains 24407 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22671 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38624 members 
Mstep: Class 15 contains 356068 members 
Mstep: Class 17 contains 86633 members 
Mstep: Class 19 contains 583974 members 
Mstep: Class 21 contains 1886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233298896.000000 Penalty: 155821.171875
Iteration 64Q: 19 clusters Score -2.332989e+08 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 31151 members 
Mstep: Class 3 contains 7020 members 
Mstep: Class 4 contains 51156 members 
Mstep: Class 5 contains 130352 members 
Mstep: Class 6 contains 1185 members 
Mstep: Class 7 contains 1429 members 
Mstep: Class 8 contains 31127 members 
Mstep: Class 9 contains 24412 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22684 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38610 members 
Mstep: Class 15 contains 356325 members 
Mstep: Class 17 contains 86903 members 
Mstep: Class 19 contains 583851 members 
Mstep: Class 21 contains 1890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233299072.000000 Penalty: 155821.171875
Iteration 65Q: 19 clusters Score -2.332991e+08 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 30572 members 
Mstep: Class 3 contains 7020 members 
Mstep: Class 4 contains 51152 members 
Mstep: Class 5 contains 130441 members 
Mstep: Class 6 contains 1177 members 
Mstep: Class 7 contains 1429 members 
Mstep: Class 8 contains 31247 members 
Mstep: Class 9 contains 24427 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22698 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38590 members 
Mstep: Class 15 contains 356550 members 
Mstep: Class 17 contains 87213 members 
Mstep: Class 19 contains 583686 members 
Mstep: Class 21 contains 1893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233299632.000000 Penalty: 155821.171875
Iteration 66Q: 19 clusters Score -2.332996e+08 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 29999 members 
Mstep: Class 3 contains 7019 members 
Mstep: Class 4 contains 51135 members 
Mstep: Class 5 contains 130547 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 1429 members 
Mstep: Class 8 contains 31414 members 
Mstep: Class 9 contains 24434 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22718 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38557 members 
Mstep: Class 15 contains 356692 members 
Mstep: Class 17 contains 87533 members 
Mstep: Class 19 contains 583548 members 
Mstep: Class 21 contains 1897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233299984.000000 Penalty: 155821.171875
Iteration 67Q: 19 clusters Score -2.333e+08 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 29375 members 
Mstep: Class 3 contains 7013 members 
Mstep: Class 4 contains 51115 members 
Mstep: Class 5 contains 130643 members 
Mstep: Class 6 contains 1171 members 
Mstep: Class 7 contains 1429 members 
Mstep: Class 8 contains 31563 members 
Mstep: Class 9 contains 24440 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22735 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38526 members 
Mstep: Class 15 contains 356766 members 
Mstep: Class 17 contains 87926 members 
Mstep: Class 19 contains 583495 members 
Mstep: Class 21 contains 1897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233300352.000000 Penalty: 155821.171875
Iteration 68Q: 19 clusters Score -2.333004e+08 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 28757 members 
Mstep: Class 3 contains 7009 members 
Mstep: Class 4 contains 51089 members 
Mstep: Class 5 contains 130742 members 
Mstep: Class 6 contains 1168 members 
Mstep: Class 7 contains 1429 members 
Mstep: Class 8 contains 31690 members 
Mstep: Class 9 contains 24442 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22743 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38501 members 
Mstep: Class 15 contains 356813 members 
Mstep: Class 17 contains 88347 members 
Mstep: Class 19 contains 583465 members 
Mstep: Class 21 contains 1899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233300224.000000 Penalty: 155821.171875
Iteration 69Q: 19 clusters Score -2.333002e+08 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 28155 members 
Mstep: Class 3 contains 7004 members 
Mstep: Class 4 contains 51064 members 
Mstep: Class 5 contains 130833 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 1429 members 
Mstep: Class 8 contains 31820 members 
Mstep: Class 9 contains 24450 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22750 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38485 members 
Mstep: Class 15 contains 356840 members 
Mstep: Class 17 contains 88774 members 
Mstep: Class 19 contains 583423 members 
Mstep: Class 21 contains 1899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233300464.000000 Penalty: 155821.171875
Iteration 70Q: 19 clusters Score -2.333005e+08 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 27572 members 
Mstep: Class 3 contains 7004 members 
Mstep: Class 4 contains 51048 members 
Mstep: Class 5 contains 130945 members 
Mstep: Class 6 contains 1161 members 
Mstep: Class 7 contains 1429 members 
Mstep: Class 8 contains 31919 members 
Mstep: Class 9 contains 24465 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22753 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38469 members 
Mstep: Class 15 contains 356862 members 
Mstep: Class 17 contains 89154 members 
Mstep: Class 19 contains 583407 members 
Mstep: Class 21 contains 1900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233300912.000000 Penalty: 155821.171875
Iteration 71Q: 19 clusters Score -2.333009e+08 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 26959 members 
Mstep: Class 3 contains 7006 members 
Mstep: Class 4 contains 51040 members 
Mstep: Class 5 contains 131028 members 
Mstep: Class 6 contains 1158 members 
Mstep: Class 7 contains 1429 members 
Mstep: Class 8 contains 32004 members 
Mstep: Class 9 contains 24478 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22764 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38459 members 
Mstep: Class 15 contains 356886 members 
Mstep: Class 17 contains 89565 members 
Mstep: Class 19 contains 583411 members 
Mstep: Class 21 contains 1901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233300944.000000 Penalty: 155821.171875
Iteration 72Q: 19 clusters Score -2.333009e+08 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 26362 members 
Mstep: Class 3 contains 7000 members 
Mstep: Class 4 contains 51034 members 
Mstep: Class 5 contains 131077 members 
Mstep: Class 6 contains 1155 members 
Mstep: Class 7 contains 1430 members 
Mstep: Class 8 contains 32072 members 
Mstep: Class 9 contains 24489 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22769 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38448 members 
Mstep: Class 15 contains 356939 members 
Mstep: Class 17 contains 89968 members 
Mstep: Class 19 contains 583439 members 
Mstep: Class 21 contains 1903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233301120.000000 Penalty: 155821.171875
Iteration 73Q: 19 clusters Score -2.333011e+08 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 25760 members 
Mstep: Class 3 contains 6994 members 
Mstep: Class 4 contains 51028 members 
Mstep: Class 5 contains 131139 members 
Mstep: Class 6 contains 1153 members 
Mstep: Class 7 contains 1431 members 
Mstep: Class 8 contains 32122 members 
Mstep: Class 9 contains 24504 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22776 members 
Mstep: Class 12 contains 1358 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38439 members 
Mstep: Class 15 contains 357028 members 
Mstep: Class 17 contains 90412 members 
Mstep: Class 19 contains 583391 members 
Mstep: Class 21 contains 1906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233301424.000000 Penalty: 155821.171875
Iteration 74Q: 19 clusters Score -2.333014e+08 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 25170 members 
Mstep: Class 3 contains 6987 members 
Mstep: Class 4 contains 51027 members 
Mstep: Class 5 contains 131164 members 
Mstep: Class 6 contains 1152 members 
Mstep: Class 7 contains 1433 members 
Mstep: Class 8 contains 32169 members 
Mstep: Class 9 contains 24508 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22780 members 
Mstep: Class 12 contains 1356 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38436 members 
Mstep: Class 15 contains 357108 members 
Mstep: Class 17 contains 90826 members 
Mstep: Class 19 contains 583415 members 
Mstep: Class 21 contains 1909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233301584.000000 Penalty: 155821.171875
Iteration 75Q: 19 clusters Score -2.333016e+08 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 24573 members 
Mstep: Class 3 contains 6983 members 
Mstep: Class 4 contains 51013 members 
Mstep: Class 5 contains 131211 members 
Mstep: Class 6 contains 1151 members 
Mstep: Class 7 contains 1435 members 
Mstep: Class 8 contains 32210 members 
Mstep: Class 9 contains 24514 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22784 members 
Mstep: Class 12 contains 1354 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38424 members 
Mstep: Class 15 contains 357170 members 
Mstep: Class 17 contains 91220 members 
Mstep: Class 19 contains 583486 members 
Mstep: Class 21 contains 1911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233301616.000000 Penalty: 155821.171875
Iteration 76Q: 19 clusters Score -2.333016e+08 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 23989 members 
Mstep: Class 3 contains 6977 members 
Mstep: Class 4 contains 50991 members 
Mstep: Class 5 contains 131266 members 
Mstep: Class 6 contains 1151 members 
Mstep: Class 7 contains 1436 members 
Mstep: Class 8 contains 32253 members 
Mstep: Class 9 contains 24523 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22790 members 
Mstep: Class 12 contains 1353 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38415 members 
Mstep: Class 15 contains 357218 members 
Mstep: Class 17 contains 91609 members 
Mstep: Class 19 contains 583555 members 
Mstep: Class 21 contains 1912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233301616.000000 Penalty: 155821.171875
Iteration 77Q: 19 clusters Score -2.333016e+08 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 23423 members 
Mstep: Class 3 contains 6967 members 
Mstep: Class 4 contains 50980 members 
Mstep: Class 5 contains 131302 members 
Mstep: Class 6 contains 1150 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 32313 members 
Mstep: Class 9 contains 24534 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22792 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38416 members 
Mstep: Class 15 contains 357261 members 
Mstep: Class 17 contains 91996 members 
Mstep: Class 19 contains 583603 members 
Mstep: Class 21 contains 1911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233301568.000000 Penalty: 155821.171875
Iteration 78Q: 19 clusters Score -2.333016e+08 nChanged 1652
Entering ConstructFrom: 
Score: -233301568.000000 Penalty: 155821.171875
Entering ConstructFrom: 
Trying to split cluster 1 (2211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Entering Unmasked Estep 
Score: -379717.750000 Penalty: 4716.984863
	Iteration 0F: 2 clusters Score -379717.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -374474.437500 Penalty: 9433.969727
	Iteration 0F: 3 clusters Score -374474.4 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -375081.593750 Penalty: 9433.969727
	Iteration 1F: 3 clusters Score -375081.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -375260.531250 Penalty: 9433.969727
	Iteration 2F: 3 clusters Score -375260.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -375338.406250 Penalty: 9433.969727
	Iteration 3Q: 3 clusters Score -375338.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -375384.656250 Penalty: 9433.969727
	Iteration 4Q: 3 clusters Score -375384.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -375409.375000 Penalty: 9433.969727
	Iteration 5Q: 3 clusters Score -375409.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -375426.125000 Penalty: 9433.969727
	Iteration 6Q: 3 clusters Score -375426.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -375438.343750 Penalty: 9433.969727
	Iteration 7Q: 3 clusters Score -375438.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -375449.187500 Penalty: 9433.969727
	Iteration 8Q: 3 clusters Score -375449.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -375455.906250 Penalty: 9433.969727
	Iteration 9Q: 3 clusters Score -375455.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -375457.562500 Penalty: 9433.969727
	Iteration 10Q: 3 clusters Score -375457.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -375457.937500 Penalty: 9433.969727
	Iteration 11Q: 3 clusters Score -375457.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -375459.968750 Penalty: 9433.969727
	Iteration 12Q: 3 clusters Score -375460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -375460.656250 Penalty: 9433.969727
	Iteration 13Q: 3 clusters Score -375460.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -375460.656250 Penalty: 9433.969727
	Iteration 14F: 3 clusters Score -375460.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (22826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Entering Unmasked Estep 
Score: -3787115.250000 Penalty: 6146.839355
	Iteration 0F: 2 clusters Score -3787115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -3768829.250000 Penalty: 12293.678711
	Iteration 0F: 3 clusters Score -3768829 nChanged 9297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -3773743.000000 Penalty: 12293.678711
	Iteration 1F: 3 clusters Score -3773743 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -3774472.000000 Penalty: 12293.678711
	Iteration 2F: 3 clusters Score -3774472 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -3775068.000000 Penalty: 12293.678711
	Iteration 3F: 3 clusters Score -3775068 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -3775674.750000 Penalty: 12293.678711
	Iteration 4Q: 3 clusters Score -3775675 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -3776325.750000 Penalty: 12293.678711
	Iteration 5Q: 3 clusters Score -3776326 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -3777177.750000 Penalty: 12293.678711
	Iteration 6F: 3 clusters Score -3777178 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -3778266.750000 Penalty: 12293.678711
	Iteration 7F: 3 clusters Score -3778267 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -3779672.000000 Penalty: 12293.678711
	Iteration 8F: 3 clusters Score -3779672 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -3781078.250000 Penalty: 12293.678711
	Iteration 9F: 3 clusters Score -3781078 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -3782122.750000 Penalty: 12293.678711
	Iteration 10F: 3 clusters Score -3782123 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -3782759.750000 Penalty: 12293.678711
	Iteration 11Q: 3 clusters Score -3782760 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -3783038.500000 Penalty: 12293.678711
	Iteration 12Q: 3 clusters Score -3783038 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -3783176.500000 Penalty: 12293.678711
	Iteration 13Q: 3 clusters Score -3783176 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -3783229.250000 Penalty: 12293.678711
	Iteration 14Q: 3 clusters Score -3783229 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -3783266.000000 Penalty: 12293.678711
	Iteration 15Q: 3 clusters Score -3783266 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -3783287.250000 Penalty: 12293.678711
	Iteration 16Q: 3 clusters Score -3783287 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -3783292.000000 Penalty: 12293.678711
	Iteration 17Q: 3 clusters Score -3783292 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -3783290.500000 Penalty: 12293.678711
	Iteration 18Q: 3 clusters Score -3783290 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -3783298.250000 Penalty: 12293.678711
	Iteration 19Q: 3 clusters Score -3783298 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -3783315.000000 Penalty: 12293.678711
	Iteration 20F: 3 clusters Score -3783315 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -3783313.000000 Penalty: 12293.678711
	Iteration 21Q: 3 clusters Score -3783313 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -3783320.000000 Penalty: 12293.678711
	Iteration 22Q: 3 clusters Score -3783320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -3783319.500000 Penalty: 12293.678711
	Iteration 23Q: 3 clusters Score -3783320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -3783326.500000 Penalty: 12293.678711
	Iteration 24Q: 3 clusters Score -3783326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -3783330.750000 Penalty: 12293.678711
	Iteration 25Q: 3 clusters Score -3783331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -3783323.750000 Penalty: 12293.678711
	Iteration 26Q: 3 clusters Score -3783324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -3783319.250000 Penalty: 12293.678711
	Iteration 27Q: 3 clusters Score -3783319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -3783317.250000 Penalty: 12293.678711
	Iteration 28Q: 3 clusters Score -3783317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -3783316.250000 Penalty: 12293.678711
	Iteration 29Q: 3 clusters Score -3783316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -3783318.250000 Penalty: 12293.678711
	Iteration 30Q: 3 clusters Score -3783318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -3783318.250000 Penalty: 12293.678711
	Iteration 31F: 3 clusters Score -3783318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Entering Unmasked Estep 
Score: -1130142.625000 Penalty: 5419.448242
	Iteration 0F: 2 clusters Score -1130143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1121817.750000 Penalty: 10838.896484
	Iteration 0F: 3 clusters Score -1121818 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1123428.875000 Penalty: 10838.896484
	Iteration 1F: 3 clusters Score -1123429 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1123865.250000 Penalty: 10838.896484
	Iteration 2F: 3 clusters Score -1123865 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1124289.000000 Penalty: 10838.896484
	Iteration 3F: 3 clusters Score -1124289 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1124654.000000 Penalty: 10838.896484
	Iteration 4Q: 3 clusters Score -1124654 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1125047.875000 Penalty: 10838.896484
	Iteration 5Q: 3 clusters Score -1125048 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1125552.750000 Penalty: 10838.896484
	Iteration 6F: 3 clusters Score -1125553 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1126254.875000 Penalty: 10838.896484
	Iteration 7F: 3 clusters Score -1126255 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1126892.625000 Penalty: 10838.896484
	Iteration 8F: 3 clusters Score -1126893 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1127341.875000 Penalty: 10838.896484
	Iteration 9F: 3 clusters Score -1127342 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1127594.000000 Penalty: 10838.896484
	Iteration 10Q: 3 clusters Score -1127594 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1127744.375000 Penalty: 10838.896484
	Iteration 11Q: 3 clusters Score -1127744 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1127849.375000 Penalty: 10838.896484
	Iteration 12Q: 3 clusters Score -1127849 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1127919.625000 Penalty: 10838.896484
	Iteration 13Q: 3 clusters Score -1127920 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1127965.750000 Penalty: 10838.896484
	Iteration 14Q: 3 clusters Score -1127966 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1127992.500000 Penalty: 10838.896484
	Iteration 15Q: 3 clusters Score -1127992 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1128007.500000 Penalty: 10838.896484
	Iteration 16Q: 3 clusters Score -1128008 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1128018.875000 Penalty: 10838.896484
	Iteration 17Q: 3 clusters Score -1128019 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1128024.625000 Penalty: 10838.896484
	Iteration 18Q: 3 clusters Score -1128025 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1128033.375000 Penalty: 10838.896484
	Iteration 19Q: 3 clusters Score -1128033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1128035.375000 Penalty: 10838.896484
	Iteration 20F: 3 clusters Score -1128035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1128036.750000 Penalty: 10838.896484
	Iteration 21Q: 3 clusters Score -1128037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1128036.750000 Penalty: 10838.896484
	Iteration 22F: 3 clusters Score -1128037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (50973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50973 members 
Entering Unmasked Estep 
Score: -8846918.000000 Penalty: 6638.918945
	Iteration 0F: 2 clusters Score -8846918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 25559 members 
Entering Unmasked Estep 
Score: -8810631.000000 Penalty: 13277.837891
	Iteration 0F: 3 clusters Score -8810631 nChanged 22542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25218 members 
Mstep: Class 2 contains 25755 members 
Entering Unmasked Estep 
Score: -8822697.000000 Penalty: 13277.837891
	Iteration 1F: 3 clusters Score -8822697 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25337 members 
Mstep: Class 2 contains 25636 members 
Entering Unmasked Estep 
Score: -8823799.000000 Penalty: 13277.837891
	Iteration 2F: 3 clusters Score -8823799 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25607 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -8824828.000000 Penalty: 13277.837891
	Iteration 3Q: 3 clusters Score -8824828 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26062 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -8826057.000000 Penalty: 13277.837891
	Iteration 4Q: 3 clusters Score -8826057 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -8827757.000000 Penalty: 13277.837891
	Iteration 5F: 3 clusters Score -8827757 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27814 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -8829753.000000 Penalty: 13277.837891
	Iteration 6F: 3 clusters Score -8829753 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29492 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -8831796.000000 Penalty: 13277.837891
	Iteration 7F: 3 clusters Score -8831796 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31532 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -8833818.000000 Penalty: 13277.837891
	Iteration 8F: 3 clusters Score -8833818 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33816 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -8835838.000000 Penalty: 13277.837891
	Iteration 9F: 3 clusters Score -8835838 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36070 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -8837496.000000 Penalty: 13277.837891
	Iteration 10F: 3 clusters Score -8837496 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38129 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -8838931.000000 Penalty: 13277.837891
	Iteration 11Q: 3 clusters Score -8838931 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39867 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -8840088.000000 Penalty: 13277.837891
	Iteration 12Q: 3 clusters Score -8840088 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41321 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -8840922.000000 Penalty: 13277.837891
	Iteration 13Q: 3 clusters Score -8840922 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42546 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -8841662.000000 Penalty: 13277.837891
	Iteration 14Q: 3 clusters Score -8841662 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43568 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -8842233.000000 Penalty: 13277.837891
	Iteration 15Q: 3 clusters Score -8842233 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44450 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -8842649.000000 Penalty: 13277.837891
	Iteration 16Q: 3 clusters Score -8842649 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45188 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -8843009.000000 Penalty: 13277.837891
	Iteration 17Q: 3 clusters Score -8843009 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45786 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -8843251.000000 Penalty: 13277.837891
	Iteration 18Q: 3 clusters Score -8843251 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46248 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -8843427.000000 Penalty: 13277.837891
	Iteration 19Q: 3 clusters Score -8843427 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46580 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -8843570.000000 Penalty: 13277.837891
	Iteration 20F: 3 clusters Score -8843570 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46826 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -8843663.000000 Penalty: 13277.837891
	Iteration 21Q: 3 clusters Score -8843663 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46996 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -8843713.000000 Penalty: 13277.837891
	Iteration 22Q: 3 clusters Score -8843713 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47121 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -8843739.000000 Penalty: 13277.837891
	Iteration 23Q: 3 clusters Score -8843739 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47222 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -8843788.000000 Penalty: 13277.837891
	Iteration 24Q: 3 clusters Score -8843788 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47296 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -8843819.000000 Penalty: 13277.837891
	Iteration 25Q: 3 clusters Score -8843819 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47363 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -8843843.000000 Penalty: 13277.837891
	Iteration 26Q: 3 clusters Score -8843843 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47411 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -8843836.000000 Penalty: 13277.837891
	Iteration 27Q: 3 clusters Score -8843836 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47457 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -8843852.000000 Penalty: 13277.837891
	Iteration 28Q: 3 clusters Score -8843852 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47482 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -8843853.000000 Penalty: 13277.837891
	Iteration 29Q: 3 clusters Score -8843853 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47495 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -8843851.000000 Penalty: 13277.837891
	Iteration 30Q: 3 clusters Score -8843851 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47506 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -8843864.000000 Penalty: 13277.837891
	Iteration 31Q: 3 clusters Score -8843864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47518 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -8843869.000000 Penalty: 13277.837891
	Iteration 32Q: 3 clusters Score -8843869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47523 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -8843872.000000 Penalty: 13277.837891
	Iteration 33Q: 3 clusters Score -8843872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47530 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -8843865.000000 Penalty: 13277.837891
	Iteration 34Q: 3 clusters Score -8843865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47531 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -8843867.000000 Penalty: 13277.837891
	Iteration 35Q: 3 clusters Score -8843867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47535 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -8843871.000000 Penalty: 13277.837891
	Iteration 36Q: 3 clusters Score -8843871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47542 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -8843879.000000 Penalty: 13277.837891
	Iteration 37Q: 3 clusters Score -8843879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47547 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -8843875.000000 Penalty: 13277.837891
	Iteration 38Q: 3 clusters Score -8843875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47550 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -8843874.000000 Penalty: 13277.837891
	Iteration 39Q: 3 clusters Score -8843874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47557 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -8843874.000000 Penalty: 13277.837891
	Iteration 40F: 3 clusters Score -8843874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47565 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -8843874.000000 Penalty: 13277.837891
	Iteration 41Q: 3 clusters Score -8843874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47576 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -8843871.000000 Penalty: 13277.837891
	Iteration 42Q: 3 clusters Score -8843871 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47590 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -8843885.000000 Penalty: 13277.837891
	Iteration 43Q: 3 clusters Score -8843885 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47609 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -8843877.000000 Penalty: 13277.837891
	Iteration 44Q: 3 clusters Score -8843877 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47625 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -8843878.000000 Penalty: 13277.837891
	Iteration 45Q: 3 clusters Score -8843878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47641 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -8843888.000000 Penalty: 13277.837891
	Iteration 46Q: 3 clusters Score -8843888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47652 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -8843891.000000 Penalty: 13277.837891
	Iteration 47Q: 3 clusters Score -8843891 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47662 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -8843893.000000 Penalty: 13277.837891
	Iteration 48Q: 3 clusters Score -8843893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47669 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -8843900.000000 Penalty: 13277.837891
	Iteration 49Q: 3 clusters Score -8843900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47677 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -8843898.000000 Penalty: 13277.837891
	Iteration 50Q: 3 clusters Score -8843898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47685 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -8843899.000000 Penalty: 13277.837891
	Iteration 51Q: 3 clusters Score -8843899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47690 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -8843901.000000 Penalty: 13277.837891
	Iteration 52Q: 3 clusters Score -8843901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47692 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -8843912.000000 Penalty: 13277.837891
	Iteration 53Q: 3 clusters Score -8843912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47694 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -8843920.000000 Penalty: 13277.837891
	Iteration 54Q: 3 clusters Score -8843920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47696 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -8843918.000000 Penalty: 13277.837891
	Iteration 55Q: 3 clusters Score -8843918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47696 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -8843918.000000 Penalty: 13277.837891
	Iteration 56F: 3 clusters Score -8843918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (131345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131345 members 
Entering Unmasked Estep 
Score: -22602882.000000 Penalty: 7218.669434
	Iteration 0F: 2 clusters Score -2.260288e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65415 members 
Mstep: Class 2 contains 65930 members 
Entering Unmasked Estep 
Score: -22514188.000000 Penalty: 14437.338867
	Iteration 0F: 3 clusters Score -2.251419e+07 nChanged 60662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62977 members 
Mstep: Class 2 contains 68368 members 
Entering Unmasked Estep 
Score: -22548102.000000 Penalty: 14437.338867
	Iteration 1F: 3 clusters Score -2.25481e+07 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61376 members 
Mstep: Class 2 contains 69969 members 
Entering Unmasked Estep 
Score: -22549790.000000 Penalty: 14437.338867
	Iteration 2Q: 3 clusters Score -2.254979e+07 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59193 members 
Mstep: Class 2 contains 72152 members 
Entering Unmasked Estep 
Score: -22551590.000000 Penalty: 14437.338867
	Iteration 3Q: 3 clusters Score -2.255159e+07 nChanged 5632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56233 members 
Mstep: Class 2 contains 75112 members 
Entering Unmasked Estep 
Score: -22553760.000000 Penalty: 14437.338867
	Iteration 4Q: 3 clusters Score -2.255376e+07 nChanged 6305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52248 members 
Mstep: Class 2 contains 79097 members 
Entering Unmasked Estep 
Score: -22556804.000000 Penalty: 14437.338867
	Iteration 5Q: 3 clusters Score -2.25568e+07 nChanged 7200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47028 members 
Mstep: Class 2 contains 84317 members 
Entering Unmasked Estep 
Score: -22560942.000000 Penalty: 14437.338867
	Iteration 6F: 3 clusters Score -2.256094e+07 nChanged 8096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40536 members 
Mstep: Class 2 contains 90809 members 
Entering Unmasked Estep 
Score: -22566810.000000 Penalty: 14437.338867
	Iteration 7F: 3 clusters Score -2.256681e+07 nChanged 8623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33331 members 
Mstep: Class 2 contains 98014 members 
Entering Unmasked Estep 
Score: -22573842.000000 Penalty: 14437.338867
	Iteration 8F: 3 clusters Score -2.257384e+07 nChanged 8041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26720 members 
Mstep: Class 2 contains 104625 members 
Entering Unmasked Estep 
Score: -22581378.000000 Penalty: 14437.338867
	Iteration 9F: 3 clusters Score -2.258138e+07 nChanged 6488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 109529 members 
Entering Unmasked Estep 
Score: -22588492.000000 Penalty: 14437.338867
	Iteration 10Q: 3 clusters Score -2.258849e+07 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 111993 members 
Entering Unmasked Estep 
Score: -22593446.000000 Penalty: 14437.338867
	Iteration 11Q: 3 clusters Score -2.259345e+07 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 113051 members 
Entering Unmasked Estep 
Score: -22595622.000000 Penalty: 14437.338867
	Iteration 12Q: 3 clusters Score -2.259562e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 113552 members 
Entering Unmasked Estep 
Score: -22596472.000000 Penalty: 14437.338867
	Iteration 13Q: 3 clusters Score -2.259647e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 113930 members 
Entering Unmasked Estep 
Score: -22596892.000000 Penalty: 14437.338867
	Iteration 14Q: 3 clusters Score -2.259689e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 114154 members 
Entering Unmasked Estep 
Score: -22597114.000000 Penalty: 14437.338867
	Iteration 15Q: 3 clusters Score -2.259711e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 114308 members 
Entering Unmasked Estep 
Score: -22597280.000000 Penalty: 14437.338867
	Iteration 16Q: 3 clusters Score -2.259728e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 114361 members 
Entering Unmasked Estep 
Score: -22597418.000000 Penalty: 14437.338867
	Iteration 17Q: 3 clusters Score -2.259742e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 114367 members 
Entering Unmasked Estep 
Score: -22597600.000000 Penalty: 14437.338867
	Iteration 18Q: 3 clusters Score -2.25976e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 114338 members 
Entering Unmasked Estep 
Score: -22597628.000000 Penalty: 14437.338867
	Iteration 19Q: 3 clusters Score -2.259763e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 114285 members 
Entering Unmasked Estep 
Score: -22597698.000000 Penalty: 14437.338867
	Iteration 20F: 3 clusters Score -2.25977e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 114203 members 
Entering Unmasked Estep 
Score: -22597794.000000 Penalty: 14437.338867
	Iteration 21Q: 3 clusters Score -2.259779e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 114110 members 
Entering Unmasked Estep 
Score: -22597868.000000 Penalty: 14437.338867
	Iteration 22Q: 3 clusters Score -2.259787e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 114022 members 
Entering Unmasked Estep 
Score: -22597916.000000 Penalty: 14437.338867
	Iteration 23Q: 3 clusters Score -2.259792e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 113924 members 
Entering Unmasked Estep 
Score: -22597962.000000 Penalty: 14437.338867
	Iteration 24Q: 3 clusters Score -2.259796e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 113795 members 
Entering Unmasked Estep 
Score: -22598078.000000 Penalty: 14437.338867
	Iteration 25Q: 3 clusters Score -2.259808e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 113678 members 
Entering Unmasked Estep 
Score: -22598130.000000 Penalty: 14437.338867
	Iteration 26Q: 3 clusters Score -2.259813e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 113547 members 
Entering Unmasked Estep 
Score: -22598192.000000 Penalty: 14437.338867
	Iteration 27Q: 3 clusters Score -2.259819e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 113407 members 
Entering Unmasked Estep 
Score: -22598154.000000 Penalty: 14437.338867
	Iteration 28Q: 3 clusters Score -2.259815e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 113246 members 
Entering Unmasked Estep 
Score: -22598238.000000 Penalty: 14437.338867
	Iteration 29Q: 3 clusters Score -2.259824e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 113087 members 
Entering Unmasked Estep 
Score: -22598228.000000 Penalty: 14437.338867
	Iteration 30Q: 3 clusters Score -2.259823e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 112898 members 
Entering Unmasked Estep 
Score: -22598316.000000 Penalty: 14437.338867
	Iteration 31Q: 3 clusters Score -2.259832e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 112677 members 
Entering Unmasked Estep 
Score: -22598386.000000 Penalty: 14437.338867
	Iteration 32Q: 3 clusters Score -2.259839e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 112459 members 
Entering Unmasked Estep 
Score: -22598470.000000 Penalty: 14437.338867
	Iteration 33Q: 3 clusters Score -2.259847e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 112201 members 
Entering Unmasked Estep 
Score: -22598466.000000 Penalty: 14437.338867
	Iteration 34Q: 3 clusters Score -2.259847e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 111953 members 
Entering Unmasked Estep 
Score: -22598472.000000 Penalty: 14437.338867
	Iteration 35Q: 3 clusters Score -2.259847e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 111703 members 
Entering Unmasked Estep 
Score: -22598422.000000 Penalty: 14437.338867
	Iteration 36Q: 3 clusters Score -2.259842e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 111461 members 
Entering Unmasked Estep 
Score: -22598490.000000 Penalty: 14437.338867
	Iteration 37Q: 3 clusters Score -2.259849e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 111250 members 
Entering Unmasked Estep 
Score: -22598534.000000 Penalty: 14437.338867
	Iteration 38Q: 3 clusters Score -2.259853e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 111054 members 
Entering Unmasked Estep 
Score: -22598562.000000 Penalty: 14437.338867
	Iteration 39Q: 3 clusters Score -2.259856e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 110881 members 
Entering Unmasked Estep 
Score: -22598662.000000 Penalty: 14437.338867
	Iteration 40F: 3 clusters Score -2.259866e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 110695 members 
Entering Unmasked Estep 
Score: -22598670.000000 Penalty: 14437.338867
	Iteration 41Q: 3 clusters Score -2.259867e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 110499 members 
Entering Unmasked Estep 
Score: -22598706.000000 Penalty: 14437.338867
	Iteration 42Q: 3 clusters Score -2.259871e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 110274 members 
Entering Unmasked Estep 
Score: -22598708.000000 Penalty: 14437.338867
	Iteration 43Q: 3 clusters Score -2.259871e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 110036 members 
Entering Unmasked Estep 
Score: -22598746.000000 Penalty: 14437.338867
	Iteration 44Q: 3 clusters Score -2.259875e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 109828 members 
Entering Unmasked Estep 
Score: -22598712.000000 Penalty: 14437.338867
	Iteration 45Q: 3 clusters Score -2.259871e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 109636 members 
Entering Unmasked Estep 
Score: -22598772.000000 Penalty: 14437.338867
	Iteration 46Q: 3 clusters Score -2.259877e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 109446 members 
Entering Unmasked Estep 
Score: -22598862.000000 Penalty: 14437.338867
	Iteration 47Q: 3 clusters Score -2.259886e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 109266 members 
Entering Unmasked Estep 
Score: -22598960.000000 Penalty: 14437.338867
	Iteration 48Q: 3 clusters Score -2.259896e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 109092 members 
Entering Unmasked Estep 
Score: -22598972.000000 Penalty: 14437.338867
	Iteration 49Q: 3 clusters Score -2.259897e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 108899 members 
Entering Unmasked Estep 
Score: -22598974.000000 Penalty: 14437.338867
	Iteration 50Q: 3 clusters Score -2.259897e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 108704 members 
Entering Unmasked Estep 
Score: -22598978.000000 Penalty: 14437.338867
	Iteration 51Q: 3 clusters Score -2.259898e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 108512 members 
Entering Unmasked Estep 
Score: -22599012.000000 Penalty: 14437.338867
	Iteration 52Q: 3 clusters Score -2.259901e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 108305 members 
Entering Unmasked Estep 
Score: -22598974.000000 Penalty: 14437.338867
	Iteration 53Q: 3 clusters Score -2.259897e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 108118 members 
Entering Unmasked Estep 
Score: -22599002.000000 Penalty: 14437.338867
	Iteration 54Q: 3 clusters Score -2.2599e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 107918 members 
Entering Unmasked Estep 
Score: -22599046.000000 Penalty: 14437.338867
	Iteration 55Q: 3 clusters Score -2.259905e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 107714 members 
Entering Unmasked Estep 
Score: -22599046.000000 Penalty: 14437.338867
	Iteration 56Q: 3 clusters Score -2.259905e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 107490 members 
Entering Unmasked Estep 
Score: -22599104.000000 Penalty: 14437.338867
	Iteration 57Q: 3 clusters Score -2.25991e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 107290 members 
Entering Unmasked Estep 
Score: -22599084.000000 Penalty: 14437.338867
	Iteration 58Q: 3 clusters Score -2.259908e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 107080 members 
Entering Unmasked Estep 
Score: -22599074.000000 Penalty: 14437.338867
	Iteration 59Q: 3 clusters Score -2.259907e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24465 members 
Mstep: Class 2 contains 106880 members 
Entering Unmasked Estep 
Score: -22599106.000000 Penalty: 14437.338867
	Iteration 60F: 3 clusters Score -2.259911e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 106697 members 
Entering Unmasked Estep 
Score: -22599112.000000 Penalty: 14437.338867
	Iteration 61Q: 3 clusters Score -2.259911e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 106499 members 
Entering Unmasked Estep 
Score: -22599168.000000 Penalty: 14437.338867
	Iteration 62Q: 3 clusters Score -2.259917e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25026 members 
Mstep: Class 2 contains 106319 members 
Entering Unmasked Estep 
Score: -22599178.000000 Penalty: 14437.338867
	Iteration 63Q: 3 clusters Score -2.259918e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 106119 members 
Entering Unmasked Estep 
Score: -22599256.000000 Penalty: 14437.338867
	Iteration 64Q: 3 clusters Score -2.259926e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25442 members 
Mstep: Class 2 contains 105903 members 
Entering Unmasked Estep 
Score: -22599194.000000 Penalty: 14437.338867
	Iteration 65Q: 3 clusters Score -2.259919e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 105701 members 
Entering Unmasked Estep 
Score: -22599230.000000 Penalty: 14437.338867
	Iteration 66Q: 3 clusters Score -2.259923e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 105508 members 
Entering Unmasked Estep 
Score: -22599236.000000 Penalty: 14437.338867
	Iteration 67Q: 3 clusters Score -2.259924e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 105345 members 
Entering Unmasked Estep 
Score: -22599248.000000 Penalty: 14437.338867
	Iteration 68Q: 3 clusters Score -2.259925e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26155 members 
Mstep: Class 2 contains 105190 members 
Entering Unmasked Estep 
Score: -22599290.000000 Penalty: 14437.338867
	Iteration 69Q: 3 clusters Score -2.259929e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 105029 members 
Entering Unmasked Estep 
Score: -22599286.000000 Penalty: 14437.338867
	Iteration 70Q: 3 clusters Score -2.259929e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 104854 members 
Entering Unmasked Estep 
Score: -22599302.000000 Penalty: 14437.338867
	Iteration 71Q: 3 clusters Score -2.25993e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26665 members 
Mstep: Class 2 contains 104680 members 
Entering Unmasked Estep 
Score: -22599328.000000 Penalty: 14437.338867
	Iteration 72Q: 3 clusters Score -2.259933e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 104513 members 
Entering Unmasked Estep 
Score: -22599374.000000 Penalty: 14437.338867
	Iteration 73Q: 3 clusters Score -2.259937e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 104307 members 
Entering Unmasked Estep 
Score: -22599378.000000 Penalty: 14437.338867
	Iteration 74Q: 3 clusters Score -2.259938e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27244 members 
Mstep: Class 2 contains 104101 members 
Entering Unmasked Estep 
Score: -22599412.000000 Penalty: 14437.338867
	Iteration 75Q: 3 clusters Score -2.259941e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27434 members 
Mstep: Class 2 contains 103911 members 
Entering Unmasked Estep 
Score: -22599442.000000 Penalty: 14437.338867
	Iteration 76Q: 3 clusters Score -2.259944e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27621 members 
Mstep: Class 2 contains 103724 members 
Entering Unmasked Estep 
Score: -22599424.000000 Penalty: 14437.338867
	Iteration 77Q: 3 clusters Score -2.259942e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27820 members 
Mstep: Class 2 contains 103525 members 
Entering Unmasked Estep 
Score: -22599432.000000 Penalty: 14437.338867
	Iteration 78Q: 3 clusters Score -2.259943e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28041 members 
Mstep: Class 2 contains 103304 members 
Entering Unmasked Estep 
Score: -22599390.000000 Penalty: 14437.338867
	Iteration 79Q: 3 clusters Score -2.259939e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 103076 members 
Entering Unmasked Estep 
Score: -22599464.000000 Penalty: 14437.338867
	Iteration 80F: 3 clusters Score -2.259946e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28479 members 
Mstep: Class 2 contains 102866 members 
Entering Unmasked Estep 
Score: -22599452.000000 Penalty: 14437.338867
	Iteration 81Q: 3 clusters Score -2.259945e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28656 members 
Mstep: Class 2 contains 102689 members 
Entering Unmasked Estep 
Score: -22599476.000000 Penalty: 14437.338867
	Iteration 82Q: 3 clusters Score -2.259948e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28844 members 
Mstep: Class 2 contains 102501 members 
Entering Unmasked Estep 
Score: -22599482.000000 Penalty: 14437.338867
	Iteration 83Q: 3 clusters Score -2.259948e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28997 members 
Mstep: Class 2 contains 102348 members 
Entering Unmasked Estep 
Score: -22599460.000000 Penalty: 14437.338867
	Iteration 84Q: 3 clusters Score -2.259946e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29113 members 
Mstep: Class 2 contains 102232 members 
Entering Unmasked Estep 
Score: -22599432.000000 Penalty: 14437.338867
	Iteration 85Q: 3 clusters Score -2.259943e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 102129 members 
Entering Unmasked Estep 
Score: -22599458.000000 Penalty: 14437.338867
	Iteration 86Q: 3 clusters Score -2.259946e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29310 members 
Mstep: Class 2 contains 102035 members 
Entering Unmasked Estep 
Score: -22599446.000000 Penalty: 14437.338867
	Iteration 87Q: 3 clusters Score -2.259945e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29415 members 
Mstep: Class 2 contains 101930 members 
Entering Unmasked Estep 
Score: -22599414.000000 Penalty: 14437.338867
	Iteration 88Q: 3 clusters Score -2.259941e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29500 members 
Mstep: Class 2 contains 101845 members 
Entering Unmasked Estep 
Score: -22599464.000000 Penalty: 14437.338867
	Iteration 89Q: 3 clusters Score -2.259946e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29586 members 
Mstep: Class 2 contains 101759 members 
Entering Unmasked Estep 
Score: -22599490.000000 Penalty: 14437.338867
	Iteration 90Q: 3 clusters Score -2.259949e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29653 members 
Mstep: Class 2 contains 101692 members 
Entering Unmasked Estep 
Score: -22599500.000000 Penalty: 14437.338867
	Iteration 91Q: 3 clusters Score -2.25995e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29722 members 
Mstep: Class 2 contains 101623 members 
Entering Unmasked Estep 
Score: -22599468.000000 Penalty: 14437.338867
	Iteration 92Q: 3 clusters Score -2.259947e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29796 members 
Mstep: Class 2 contains 101549 members 
Entering Unmasked Estep 
Score: -22599460.000000 Penalty: 14437.338867
	Iteration 93Q: 3 clusters Score -2.259946e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29851 members 
Mstep: Class 2 contains 101494 members 
Entering Unmasked Estep 
Score: -22599440.000000 Penalty: 14437.338867
	Iteration 94Q: 3 clusters Score -2.259944e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29908 members 
Mstep: Class 2 contains 101437 members 
Entering Unmasked Estep 
Score: -22599466.000000 Penalty: 14437.338867
	Iteration 95Q: 3 clusters Score -2.259947e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29959 members 
Mstep: Class 2 contains 101386 members 
Entering Unmasked Estep 
Score: -22599496.000000 Penalty: 14437.338867
	Iteration 96Q: 3 clusters Score -2.25995e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30012 members 
Mstep: Class 2 contains 101333 members 
Entering Unmasked Estep 
Score: -22599508.000000 Penalty: 14437.338867
	Iteration 97Q: 3 clusters Score -2.259951e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30064 members 
Mstep: Class 2 contains 101281 members 
Entering Unmasked Estep 
Score: -22599486.000000 Penalty: 14437.338867
	Iteration 98Q: 3 clusters Score -2.259949e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30119 members 
Mstep: Class 2 contains 101226 members 
Entering Unmasked Estep 
Score: -22599518.000000 Penalty: 14437.338867
	Iteration 99Q: 3 clusters Score -2.259952e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30169 members 
Mstep: Class 2 contains 101176 members 
Entering Unmasked Estep 
Score: -22599480.000000 Penalty: 14437.338867
	Iteration 100F: 3 clusters Score -2.259948e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30213 members 
Mstep: Class 2 contains 101132 members 
Entering Unmasked Estep 
Score: -22599474.000000 Penalty: 14437.338867
	Iteration 101Q: 3 clusters Score -2.259947e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30260 members 
Mstep: Class 2 contains 101085 members 
Entering Unmasked Estep 
Score: -22599494.000000 Penalty: 14437.338867
	Iteration 102Q: 3 clusters Score -2.259949e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30297 members 
Mstep: Class 2 contains 101048 members 
Entering Unmasked Estep 
Score: -22599508.000000 Penalty: 14437.338867
	Iteration 103Q: 3 clusters Score -2.259951e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30329 members 
Mstep: Class 2 contains 101016 members 
Entering Unmasked Estep 
Score: -22599534.000000 Penalty: 14437.338867
	Iteration 104Q: 3 clusters Score -2.259953e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30357 members 
Mstep: Class 2 contains 100988 members 
Entering Unmasked Estep 
Score: -22599518.000000 Penalty: 14437.338867
	Iteration 105Q: 3 clusters Score -2.259952e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30375 members 
Mstep: Class 2 contains 100970 members 
Entering Unmasked Estep 
Score: -22599526.000000 Penalty: 14437.338867
	Iteration 106Q: 3 clusters Score -2.259953e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30392 members 
Mstep: Class 2 contains 100953 members 
Entering Unmasked Estep 
Score: -22599524.000000 Penalty: 14437.338867
	Iteration 107Q: 3 clusters Score -2.259952e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30410 members 
Mstep: Class 2 contains 100935 members 
Entering Unmasked Estep 
Score: -22599534.000000 Penalty: 14437.338867
	Iteration 108Q: 3 clusters Score -2.259953e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30435 members 
Mstep: Class 2 contains 100910 members 
Entering Unmasked Estep 
Score: -22599538.000000 Penalty: 14437.338867
	Iteration 109Q: 3 clusters Score -2.259954e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30457 members 
Mstep: Class 2 contains 100888 members 
Entering Unmasked Estep 
Score: -22599528.000000 Penalty: 14437.338867
	Iteration 110Q: 3 clusters Score -2.259953e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30477 members 
Mstep: Class 2 contains 100868 members 
Entering Unmasked Estep 
Score: -22599544.000000 Penalty: 14437.338867
	Iteration 111Q: 3 clusters Score -2.259954e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30501 members 
Mstep: Class 2 contains 100844 members 
Entering Unmasked Estep 
Score: -22599518.000000 Penalty: 14437.338867
	Iteration 112Q: 3 clusters Score -2.259952e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30514 members 
Mstep: Class 2 contains 100831 members 
Entering Unmasked Estep 
Score: -22599546.000000 Penalty: 14437.338867
	Iteration 113Q: 3 clusters Score -2.259955e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 100820 members 
Entering Unmasked Estep 
Score: -22599512.000000 Penalty: 14437.338867
	Iteration 114Q: 3 clusters Score -2.259951e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30541 members 
Mstep: Class 2 contains 100804 members 
Entering Unmasked Estep 
Score: -22599534.000000 Penalty: 14437.338867
	Iteration 115Q: 3 clusters Score -2.259953e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30562 members 
Mstep: Class 2 contains 100783 members 
Entering Unmasked Estep 
Score: -22599556.000000 Penalty: 14437.338867
	Iteration 116Q: 3 clusters Score -2.259956e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30583 members 
Mstep: Class 2 contains 100762 members 
Entering Unmasked Estep 
Score: -22599534.000000 Penalty: 14437.338867
	Iteration 117Q: 3 clusters Score -2.259953e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30602 members 
Mstep: Class 2 contains 100743 members 
Entering Unmasked Estep 
Score: -22599512.000000 Penalty: 14437.338867
	Iteration 118Q: 3 clusters Score -2.259951e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30623 members 
Mstep: Class 2 contains 100722 members 
Entering Unmasked Estep 
Score: -22599522.000000 Penalty: 14437.338867
	Iteration 119Q: 3 clusters Score -2.259952e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30638 members 
Mstep: Class 2 contains 100707 members 
Entering Unmasked Estep 
Score: -22599552.000000 Penalty: 14437.338867
	Iteration 120F: 3 clusters Score -2.259955e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30656 members 
Mstep: Class 2 contains 100689 members 
Entering Unmasked Estep 
Score: -22599568.000000 Penalty: 14437.338867
	Iteration 121Q: 3 clusters Score -2.259957e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30671 members 
Mstep: Class 2 contains 100674 members 
Entering Unmasked Estep 
Score: -22599568.000000 Penalty: 14437.338867
	Iteration 122Q: 3 clusters Score -2.259957e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30687 members 
Mstep: Class 2 contains 100658 members 
Entering Unmasked Estep 
Score: -22599566.000000 Penalty: 14437.338867
	Iteration 123Q: 3 clusters Score -2.259957e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30701 members 
Mstep: Class 2 contains 100644 members 
Entering Unmasked Estep 
Score: -22599548.000000 Penalty: 14437.338867
	Iteration 124Q: 3 clusters Score -2.259955e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30718 members 
Mstep: Class 2 contains 100627 members 
Entering Unmasked Estep 
Score: -22599568.000000 Penalty: 14437.338867
	Iteration 125Q: 3 clusters Score -2.259957e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30736 members 
Mstep: Class 2 contains 100609 members 
Entering Unmasked Estep 
Score: -22599558.000000 Penalty: 14437.338867
	Iteration 126Q: 3 clusters Score -2.259956e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30751 members 
Mstep: Class 2 contains 100594 members 
Entering Unmasked Estep 
Score: -22599550.000000 Penalty: 14437.338867
	Iteration 127Q: 3 clusters Score -2.259955e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30767 members 
Mstep: Class 2 contains 100578 members 
Entering Unmasked Estep 
Score: -22599548.000000 Penalty: 14437.338867
	Iteration 128Q: 3 clusters Score -2.259955e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30783 members 
Mstep: Class 2 contains 100562 members 
Entering Unmasked Estep 
Score: -22599536.000000 Penalty: 14437.338867
	Iteration 129Q: 3 clusters Score -2.259954e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30809 members 
Mstep: Class 2 contains 100536 members 
Entering Unmasked Estep 
Score: -22599546.000000 Penalty: 14437.338867
	Iteration 130Q: 3 clusters Score -2.259955e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30827 members 
Mstep: Class 2 contains 100518 members 
Entering Unmasked Estep 
Score: -22599542.000000 Penalty: 14437.338867
	Iteration 131Q: 3 clusters Score -2.259954e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30843 members 
Mstep: Class 2 contains 100502 members 
Entering Unmasked Estep 
Score: -22599536.000000 Penalty: 14437.338867
	Iteration 132Q: 3 clusters Score -2.259954e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30859 members 
Mstep: Class 2 contains 100486 members 
Entering Unmasked Estep 
Score: -22599540.000000 Penalty: 14437.338867
	Iteration 133Q: 3 clusters Score -2.259954e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30873 members 
Mstep: Class 2 contains 100472 members 
Entering Unmasked Estep 
Score: -22599542.000000 Penalty: 14437.338867
	Iteration 134Q: 3 clusters Score -2.259954e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 100459 members 
Entering Unmasked Estep 
Score: -22599556.000000 Penalty: 14437.338867
	Iteration 135Q: 3 clusters Score -2.259956e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30894 members 
Mstep: Class 2 contains 100451 members 
Entering Unmasked Estep 
Score: -22599550.000000 Penalty: 14437.338867
	Iteration 136Q: 3 clusters Score -2.259955e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30901 members 
Mstep: Class 2 contains 100444 members 
Entering Unmasked Estep 
Score: -22599544.000000 Penalty: 14437.338867
	Iteration 137Q: 3 clusters Score -2.259954e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30912 members 
Mstep: Class 2 contains 100433 members 
Entering Unmasked Estep 
Score: -22599544.000000 Penalty: 14437.338867
	Iteration 138Q: 3 clusters Score -2.259954e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30917 members 
Mstep: Class 2 contains 100428 members 
Entering Unmasked Estep 
Score: -22599552.000000 Penalty: 14437.338867
	Iteration 139Q: 3 clusters Score -2.259955e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30922 members 
Mstep: Class 2 contains 100423 members 
Entering Unmasked Estep 
Score: -22599552.000000 Penalty: 14437.338867
	Iteration 140F: 3 clusters Score -2.259955e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30930 members 
Mstep: Class 2 contains 100415 members 
Entering Unmasked Estep 
Score: -22599560.000000 Penalty: 14437.338867
	Iteration 141Q: 3 clusters Score -2.259956e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30938 members 
Mstep: Class 2 contains 100407 members 
Entering Unmasked Estep 
Score: -22599556.000000 Penalty: 14437.338867
	Iteration 142Q: 3 clusters Score -2.259956e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30947 members 
Mstep: Class 2 contains 100398 members 
Entering Unmasked Estep 
Score: -22599568.000000 Penalty: 14437.338867
	Iteration 143Q: 3 clusters Score -2.259957e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30956 members 
Mstep: Class 2 contains 100389 members 
Entering Unmasked Estep 
Score: -22599562.000000 Penalty: 14437.338867
	Iteration 144Q: 3 clusters Score -2.259956e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30961 members 
Mstep: Class 2 contains 100384 members 
Entering Unmasked Estep 
Score: -22599556.000000 Penalty: 14437.338867
	Iteration 145Q: 3 clusters Score -2.259956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30963 members 
Mstep: Class 2 contains 100382 members 
Entering Unmasked Estep 
Score: -22599554.000000 Penalty: 14437.338867
	Iteration 146Q: 3 clusters Score -2.259955e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30966 members 
Mstep: Class 2 contains 100379 members 
Entering Unmasked Estep 
Score: -22599540.000000 Penalty: 14437.338867
	Iteration 147Q: 3 clusters Score -2.259954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 100377 members 
Entering Unmasked Estep 
Score: -22599546.000000 Penalty: 14437.338867
	Iteration 148Q: 3 clusters Score -2.259955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30970 members 
Mstep: Class 2 contains 100375 members 
Entering Unmasked Estep 
Score: -22599552.000000 Penalty: 14437.338867
	Iteration 149Q: 3 clusters Score -2.259955e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30970 members 
Mstep: Class 2 contains 100375 members 
Entering Unmasked Estep 
Score: -22599552.000000 Penalty: 14437.338867
	Iteration 150F: 3 clusters Score -2.259955e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Entering Unmasked Estep 
Score: -168943.171875 Penalty: 4316.071289
	Iteration 0F: 2 clusters Score -168943.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -164861.453125 Penalty: 8632.142578
	Iteration 0F: 3 clusters Score -164861.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -165289.937500 Penalty: 8632.142578
	Iteration 1F: 3 clusters Score -165289.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -165445.468750 Penalty: 8632.142578
	Iteration 2Q: 3 clusters Score -165445.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -165543.921875 Penalty: 8632.142578
	Iteration 3Q: 3 clusters Score -165543.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -165578.453125 Penalty: 8632.142578
	Iteration 4Q: 3 clusters Score -165578.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -165599.687500 Penalty: 8632.142578
	Iteration 5Q: 3 clusters Score -165599.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -165607.953125 Penalty: 8632.142578
	Iteration 6Q: 3 clusters Score -165608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -165616.234375 Penalty: 8632.142578
	Iteration 7Q: 3 clusters Score -165616.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -165626.750000 Penalty: 8632.142578
	Iteration 8Q: 3 clusters Score -165626.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -165635.640625 Penalty: 8632.142578
	Iteration 9Q: 3 clusters Score -165635.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -165646.562500 Penalty: 8632.142578
	Iteration 10Q: 3 clusters Score -165646.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -165650.281250 Penalty: 8632.142578
	Iteration 11Q: 3 clusters Score -165650.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -165661.218750 Penalty: 8632.142578
	Iteration 12Q: 3 clusters Score -165661.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -165668.546875 Penalty: 8632.142578
	Iteration 13Q: 3 clusters Score -165668.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -165676.750000 Penalty: 8632.142578
	Iteration 14Q: 3 clusters Score -165676.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -165683.234375 Penalty: 8632.142578
	Iteration 15Q: 3 clusters Score -165683.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -165689.765625 Penalty: 8632.142578
	Iteration 16Q: 3 clusters Score -165689.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -165696.234375 Penalty: 8632.142578
	Iteration 17Q: 3 clusters Score -165696.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -165698.828125 Penalty: 8632.142578
	Iteration 18Q: 3 clusters Score -165698.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -165698.828125 Penalty: 8632.142578
	Iteration 19F: 3 clusters Score -165698.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Entering Unmasked Estep 
Score: -230140.531250 Penalty: 4453.066406
	Iteration 0F: 2 clusters Score -230140.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -225659.281250 Penalty: 8906.132812
	Iteration 0F: 3 clusters Score -225659.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -226421.781250 Penalty: 8906.132812
	Iteration 1F: 3 clusters Score -226421.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -226748.234375 Penalty: 8906.132812
	Iteration 2F: 3 clusters Score -226748.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -226998.312500 Penalty: 8906.132812
	Iteration 3F: 3 clusters Score -226998.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -227169.781250 Penalty: 8906.132812
	Iteration 4Q: 3 clusters Score -227169.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -227295.906250 Penalty: 8906.132812
	Iteration 5Q: 3 clusters Score -227295.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -227366.937500 Penalty: 8906.132812
	Iteration 6Q: 3 clusters Score -227366.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -227422.296875 Penalty: 8906.132812
	Iteration 7Q: 3 clusters Score -227422.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -227472.265625 Penalty: 8906.132812
	Iteration 8Q: 3 clusters Score -227472.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -227496.937500 Penalty: 8906.132812
	Iteration 9Q: 3 clusters Score -227496.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -227511.828125 Penalty: 8906.132812
	Iteration 10Q: 3 clusters Score -227511.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -227545.359375 Penalty: 8906.132812
	Iteration 11Q: 3 clusters Score -227545.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -227570.015625 Penalty: 8906.132812
	Iteration 12Q: 3 clusters Score -227570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -227583.328125 Penalty: 8906.132812
	Iteration 13Q: 3 clusters Score -227583.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -227592.062500 Penalty: 8906.132812
	Iteration 14Q: 3 clusters Score -227592.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -227594.484375 Penalty: 8906.132812
	Iteration 15Q: 3 clusters Score -227594.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -227600.281250 Penalty: 8906.132812
	Iteration 16Q: 3 clusters Score -227600.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -227605.781250 Penalty: 8906.132812
	Iteration 17Q: 3 clusters Score -227605.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -227608.062500 Penalty: 8906.132812
	Iteration 18Q: 3 clusters Score -227608.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -227608.062500 Penalty: 8906.132812
	Iteration 19F: 3 clusters Score -227608.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (32369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32369 members 
Entering Unmasked Estep 
Score: -5312644.000000 Penalty: 6360.785645
	Iteration 0F: 2 clusters Score -5312644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -5288132.000000 Penalty: 12721.571289
	Iteration 0F: 3 clusters Score -5288132 nChanged 13710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -5295591.000000 Penalty: 12721.571289
	Iteration 1F: 3 clusters Score -5295591 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -5296353.000000 Penalty: 12721.571289
	Iteration 2F: 3 clusters Score -5296353 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -5297032.500000 Penalty: 12721.571289
	Iteration 3Q: 3 clusters Score -5297032 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -5297606.000000 Penalty: 12721.571289
	Iteration 4Q: 3 clusters Score -5297606 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -5298163.500000 Penalty: 12721.571289
	Iteration 5Q: 3 clusters Score -5298164 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -5298703.000000 Penalty: 12721.571289
	Iteration 6Q: 3 clusters Score -5298703 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -5299275.500000 Penalty: 12721.571289
	Iteration 7Q: 3 clusters Score -5299276 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -5299962.000000 Penalty: 12721.571289
	Iteration 8Q: 3 clusters Score -5299962 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -5300798.500000 Penalty: 12721.571289
	Iteration 9Q: 3 clusters Score -5300798 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -5301666.500000 Penalty: 12721.571289
	Iteration 10Q: 3 clusters Score -5301666 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -5302584.500000 Penalty: 12721.571289
	Iteration 11Q: 3 clusters Score -5302584 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -5303431.500000 Penalty: 12721.571289
	Iteration 12Q: 3 clusters Score -5303432 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -5304081.000000 Penalty: 12721.571289
	Iteration 13Q: 3 clusters Score -5304081 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -5304629.000000 Penalty: 12721.571289
	Iteration 14Q: 3 clusters Score -5304629 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -5305065.500000 Penalty: 12721.571289
	Iteration 15Q: 3 clusters Score -5305066 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
Score: -5305351.000000 Penalty: 12721.571289
	Iteration 16Q: 3 clusters Score -5305351 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -5305588.500000 Penalty: 12721.571289
	Iteration 17Q: 3 clusters Score -5305588 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -5305787.000000 Penalty: 12721.571289
	Iteration 18Q: 3 clusters Score -5305787 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -5305958.500000 Penalty: 12721.571289
	Iteration 19Q: 3 clusters Score -5305958 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 25677 members 
Entering Unmasked Estep 
Score: -5306116.500000 Penalty: 12721.571289
	Iteration 20F: 3 clusters Score -5306116 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 26036 members 
Entering Unmasked Estep 
Score: -5306239.500000 Penalty: 12721.571289
	Iteration 21Q: 3 clusters Score -5306240 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 26369 members 
Entering Unmasked Estep 
Score: -5306388.000000 Penalty: 12721.571289
	Iteration 22Q: 3 clusters Score -5306388 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 26697 members 
Entering Unmasked Estep 
Score: -5306518.000000 Penalty: 12721.571289
	Iteration 23Q: 3 clusters Score -5306518 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 27000 members 
Entering Unmasked Estep 
Score: -5306653.000000 Penalty: 12721.571289
	Iteration 24Q: 3 clusters Score -5306653 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 27286 members 
Entering Unmasked Estep 
Score: -5306789.500000 Penalty: 12721.571289
	Iteration 25Q: 3 clusters Score -5306790 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -5306871.000000 Penalty: 12721.571289
	Iteration 26Q: 3 clusters Score -5306871 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -5306966.500000 Penalty: 12721.571289
	Iteration 27Q: 3 clusters Score -5306966 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 28016 members 
Entering Unmasked Estep 
Score: -5307047.000000 Penalty: 12721.571289
	Iteration 28Q: 3 clusters Score -5307047 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 28206 members 
Entering Unmasked Estep 
Score: -5307140.000000 Penalty: 12721.571289
	Iteration 29Q: 3 clusters Score -5307140 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 28403 members 
Entering Unmasked Estep 
Score: -5307218.000000 Penalty: 12721.571289
	Iteration 30Q: 3 clusters Score -5307218 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 28575 members 
Entering Unmasked Estep 
Score: -5307280.500000 Penalty: 12721.571289
	Iteration 31Q: 3 clusters Score -5307280 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 28725 members 
Entering Unmasked Estep 
Score: -5307326.000000 Penalty: 12721.571289
	Iteration 32Q: 3 clusters Score -5307326 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 28871 members 
Entering Unmasked Estep 
Score: -5307378.500000 Penalty: 12721.571289
	Iteration 33Q: 3 clusters Score -5307378 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 29022 members 
Entering Unmasked Estep 
Score: -5307463.000000 Penalty: 12721.571289
	Iteration 34Q: 3 clusters Score -5307463 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 29161 members 
Entering Unmasked Estep 
Score: -5307509.500000 Penalty: 12721.571289
	Iteration 35Q: 3 clusters Score -5307510 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 29276 members 
Entering Unmasked Estep 
Score: -5307562.500000 Penalty: 12721.571289
	Iteration 36Q: 3 clusters Score -5307562 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 29374 members 
Entering Unmasked Estep 
Score: -5307620.500000 Penalty: 12721.571289
	Iteration 37Q: 3 clusters Score -5307620 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 29478 members 
Entering Unmasked Estep 
Score: -5307648.000000 Penalty: 12721.571289
	Iteration 38Q: 3 clusters Score -5307648 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 29560 members 
Entering Unmasked Estep 
Score: -5307668.000000 Penalty: 12721.571289
	Iteration 39Q: 3 clusters Score -5307668 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 29630 members 
Entering Unmasked Estep 
Score: -5307708.500000 Penalty: 12721.571289
	Iteration 40F: 3 clusters Score -5307708 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 29704 members 
Entering Unmasked Estep 
Score: -5307730.000000 Penalty: 12721.571289
	Iteration 41Q: 3 clusters Score -5307730 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 29768 members 
Entering Unmasked Estep 
Score: -5307768.000000 Penalty: 12721.571289
	Iteration 42Q: 3 clusters Score -5307768 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 29821 members 
Entering Unmasked Estep 
Score: -5307796.000000 Penalty: 12721.571289
	Iteration 43Q: 3 clusters Score -5307796 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 29870 members 
Entering Unmasked Estep 
Score: -5307829.000000 Penalty: 12721.571289
	Iteration 44Q: 3 clusters Score -5307829 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 29915 members 
Entering Unmasked Estep 
Score: -5307847.500000 Penalty: 12721.571289
	Iteration 45Q: 3 clusters Score -5307848 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 29961 members 
Entering Unmasked Estep 
Score: -5307856.500000 Penalty: 12721.571289
	Iteration 46Q: 3 clusters Score -5307856 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -5307874.500000 Penalty: 12721.571289
	Iteration 47Q: 3 clusters Score -5307874 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 30038 members 
Entering Unmasked Estep 
Score: -5307913.500000 Penalty: 12721.571289
	Iteration 48Q: 3 clusters Score -5307914 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 30066 members 
Entering Unmasked Estep 
Score: -5307918.000000 Penalty: 12721.571289
	Iteration 49Q: 3 clusters Score -5307918 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 30099 members 
Entering Unmasked Estep 
Score: -5307945.500000 Penalty: 12721.571289
	Iteration 50Q: 3 clusters Score -5307946 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 30122 members 
Entering Unmasked Estep 
Score: -5307938.500000 Penalty: 12721.571289
	Iteration 51Q: 3 clusters Score -5307938 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 30143 members 
Entering Unmasked Estep 
Score: -5307955.000000 Penalty: 12721.571289
	Iteration 52Q: 3 clusters Score -5307955 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 30162 members 
Entering Unmasked Estep 
Score: -5307967.000000 Penalty: 12721.571289
	Iteration 53Q: 3 clusters Score -5307967 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 30175 members 
Entering Unmasked Estep 
Score: -5307970.000000 Penalty: 12721.571289
	Iteration 54Q: 3 clusters Score -5307970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 30182 members 
Entering Unmasked Estep 
Score: -5307974.000000 Penalty: 12721.571289
	Iteration 55Q: 3 clusters Score -5307974 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 30202 members 
Entering Unmasked Estep 
Score: -5307973.000000 Penalty: 12721.571289
	Iteration 56Q: 3 clusters Score -5307973 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 30219 members 
Entering Unmasked Estep 
Score: -5307987.500000 Penalty: 12721.571289
	Iteration 57Q: 3 clusters Score -5307988 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 30247 members 
Entering Unmasked Estep 
Score: -5308003.500000 Penalty: 12721.571289
	Iteration 58Q: 3 clusters Score -5308004 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 30270 members 
Entering Unmasked Estep 
Score: -5308013.500000 Penalty: 12721.571289
	Iteration 59Q: 3 clusters Score -5308014 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 30287 members 
Entering Unmasked Estep 
Score: -5308013.000000 Penalty: 12721.571289
	Iteration 60F: 3 clusters Score -5308013 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 30310 members 
Entering Unmasked Estep 
Score: -5308026.000000 Penalty: 12721.571289
	Iteration 61Q: 3 clusters Score -5308026 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 30329 members 
Entering Unmasked Estep 
Score: -5308031.500000 Penalty: 12721.571289
	Iteration 62Q: 3 clusters Score -5308032 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 30346 members 
Entering Unmasked Estep 
Score: -5308043.500000 Penalty: 12721.571289
	Iteration 63Q: 3 clusters Score -5308044 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 30365 members 
Entering Unmasked Estep 
Score: -5308063.000000 Penalty: 12721.571289
	Iteration 64Q: 3 clusters Score -5308063 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 30381 members 
Entering Unmasked Estep 
Score: -5308069.000000 Penalty: 12721.571289
	Iteration 65Q: 3 clusters Score -5308069 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 30400 members 
Entering Unmasked Estep 
Score: -5308075.500000 Penalty: 12721.571289
	Iteration 66Q: 3 clusters Score -5308076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 30415 members 
Entering Unmasked Estep 
Score: -5308081.500000 Penalty: 12721.571289
	Iteration 67Q: 3 clusters Score -5308082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 30429 members 
Entering Unmasked Estep 
Score: -5308077.000000 Penalty: 12721.571289
	Iteration 68Q: 3 clusters Score -5308077 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 30438 members 
Entering Unmasked Estep 
Score: -5308086.500000 Penalty: 12721.571289
	Iteration 69Q: 3 clusters Score -5308086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 30444 members 
Entering Unmasked Estep 
Score: -5308087.500000 Penalty: 12721.571289
	Iteration 70Q: 3 clusters Score -5308088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 30446 members 
Entering Unmasked Estep 
Score: -5308085.500000 Penalty: 12721.571289
	Iteration 71Q: 3 clusters Score -5308086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 30447 members 
Entering Unmasked Estep 
Score: -5308087.500000 Penalty: 12721.571289
	Iteration 72Q: 3 clusters Score -5308088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 30448 members 
Entering Unmasked Estep 
Score: -5308090.000000 Penalty: 12721.571289
	Iteration 73Q: 3 clusters Score -5308090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 30448 members 
Entering Unmasked Estep 
Score: -5308088.000000 Penalty: 12721.571289
	Iteration 74Q: 3 clusters Score -5308088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 30449 members 
Entering Unmasked Estep 
Score: -5308088.500000 Penalty: 12721.571289
	Iteration 75Q: 3 clusters Score -5308088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 30449 members 
Entering Unmasked Estep 
Score: -5308088.500000 Penalty: 12721.571289
	Iteration 76F: 3 clusters Score -5308088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (24537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24537 members 
Entering Unmasked Estep 
Score: -4278215.000000 Penalty: 6191.111816
	Iteration 0F: 2 clusters Score -4278215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -4258717.500000 Penalty: 12382.223633
	Iteration 0F: 3 clusters Score -4258718 nChanged 10201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -4264003.000000 Penalty: 12382.223633
	Iteration 1F: 3 clusters Score -4264003 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -4264765.500000 Penalty: 12382.223633
	Iteration 2F: 3 clusters Score -4264766 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -4265298.000000 Penalty: 12382.223633
	Iteration 3F: 3 clusters Score -4265298 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -4265716.000000 Penalty: 12382.223633
	Iteration 4Q: 3 clusters Score -4265716 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -4266072.000000 Penalty: 12382.223633
	Iteration 5Q: 3 clusters Score -4266072 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -4266425.500000 Penalty: 12382.223633
	Iteration 6Q: 3 clusters Score -4266426 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -4266763.500000 Penalty: 12382.223633
	Iteration 7Q: 3 clusters Score -4266764 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -4267180.500000 Penalty: 12382.223633
	Iteration 8Q: 3 clusters Score -4267180 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -4267560.000000 Penalty: 12382.223633
	Iteration 9Q: 3 clusters Score -4267560 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -4267973.000000 Penalty: 12382.223633
	Iteration 10Q: 3 clusters Score -4267973 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -4268430.000000 Penalty: 12382.223633
	Iteration 11Q: 3 clusters Score -4268430 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -4268888.500000 Penalty: 12382.223633
	Iteration 12Q: 3 clusters Score -4268888 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -4269411.000000 Penalty: 12382.223633
	Iteration 13Q: 3 clusters Score -4269411 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -4269930.500000 Penalty: 12382.223633
	Iteration 14Q: 3 clusters Score -4269930 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 20882 members 
Entering Unmasked Estep 
Score: -4270420.500000 Penalty: 12382.223633
	Iteration 15Q: 3 clusters Score -4270420 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -4270897.500000 Penalty: 12382.223633
	Iteration 16Q: 3 clusters Score -4270898 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -4271291.000000 Penalty: 12382.223633
	Iteration 17Q: 3 clusters Score -4271291 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -4271598.000000 Penalty: 12382.223633
	Iteration 18Q: 3 clusters Score -4271598 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -4271867.000000 Penalty: 12382.223633
	Iteration 19Q: 3 clusters Score -4271867 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -4272099.000000 Penalty: 12382.223633
	Iteration 20F: 3 clusters Score -4272099 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -4272280.500000 Penalty: 12382.223633
	Iteration 21Q: 3 clusters Score -4272280 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 23244 members 
Entering Unmasked Estep 
Score: -4272413.000000 Penalty: 12382.223633
	Iteration 22Q: 3 clusters Score -4272413 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 23339 members 
Entering Unmasked Estep 
Score: -4272506.500000 Penalty: 12382.223633
	Iteration 23Q: 3 clusters Score -4272506 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -4272556.000000 Penalty: 12382.223633
	Iteration 24Q: 3 clusters Score -4272556 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 23452 members 
Entering Unmasked Estep 
Score: -4272611.000000 Penalty: 12382.223633
	Iteration 25Q: 3 clusters Score -4272611 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -4272653.500000 Penalty: 12382.223633
	Iteration 26Q: 3 clusters Score -4272654 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -4272690.000000 Penalty: 12382.223633
	Iteration 27Q: 3 clusters Score -4272690 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -4272717.500000 Penalty: 12382.223633
	Iteration 28Q: 3 clusters Score -4272718 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 23565 members 
Entering Unmasked Estep 
Score: -4272732.000000 Penalty: 12382.223633
	Iteration 29Q: 3 clusters Score -4272732 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -4272755.500000 Penalty: 12382.223633
	Iteration 30Q: 3 clusters Score -4272756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -4272762.000000 Penalty: 12382.223633
	Iteration 31Q: 3 clusters Score -4272762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -4272776.000000 Penalty: 12382.223633
	Iteration 32Q: 3 clusters Score -4272776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -4272781.000000 Penalty: 12382.223633
	Iteration 33Q: 3 clusters Score -4272781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -4272793.500000 Penalty: 12382.223633
	Iteration 34Q: 3 clusters Score -4272794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -4272805.000000 Penalty: 12382.223633
	Iteration 35Q: 3 clusters Score -4272805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -4272808.000000 Penalty: 12382.223633
	Iteration 36Q: 3 clusters Score -4272808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -4272821.500000 Penalty: 12382.223633
	Iteration 37Q: 3 clusters Score -4272822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -4272831.000000 Penalty: 12382.223633
	Iteration 38Q: 3 clusters Score -4272831 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -4272842.000000 Penalty: 12382.223633
	Iteration 39Q: 3 clusters Score -4272842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -4272852.500000 Penalty: 12382.223633
	Iteration 40F: 3 clusters Score -4272852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -4272861.000000 Penalty: 12382.223633
	Iteration 41Q: 3 clusters Score -4272861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -4272863.500000 Penalty: 12382.223633
	Iteration 42Q: 3 clusters Score -4272864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 23659 members 
Entering Unmasked Estep 
Score: -4272863.500000 Penalty: 12382.223633
	Iteration 43Q: 3 clusters Score -4272864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -4272866.500000 Penalty: 12382.223633
	Iteration 44Q: 3 clusters Score -4272866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -4272862.500000 Penalty: 12382.223633
	Iteration 45Q: 3 clusters Score -4272862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
Score: -4272863.500000 Penalty: 12382.223633
	Iteration 46Q: 3 clusters Score -4272864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -4272866.500000 Penalty: 12382.223633
	Iteration 47Q: 3 clusters Score -4272866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -4272869.500000 Penalty: 12382.223633
	Iteration 48Q: 3 clusters Score -4272870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
Score: -4272865.000000 Penalty: 12382.223633
	Iteration 49Q: 3 clusters Score -4272865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -4272866.500000 Penalty: 12382.223633
	Iteration 50Q: 3 clusters Score -4272866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -4272865.500000 Penalty: 12382.223633
	Iteration 51Q: 3 clusters Score -4272866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -4272866.000000 Penalty: 12382.223633
	Iteration 52Q: 3 clusters Score -4272866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -4272870.500000 Penalty: 12382.223633
	Iteration 53Q: 3 clusters Score -4272870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -4272869.500000 Penalty: 12382.223633
	Iteration 54Q: 3 clusters Score -4272870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -4272869.500000 Penalty: 12382.223633
	Iteration 55F: 3 clusters Score -4272870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Entering Unmasked Estep 
Score: -266541.781250 Penalty: 4546.935547
	Iteration 0F: 2 clusters Score -266541.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -261849.640625 Penalty: 9093.871094
	Iteration 0F: 3 clusters Score -261849.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -262672.812500 Penalty: 9093.871094
	Iteration 1F: 3 clusters Score -262672.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -263239.562500 Penalty: 9093.871094
	Iteration 2F: 3 clusters Score -263239.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -263719.531250 Penalty: 9093.871094
	Iteration 3F: 3 clusters Score -263719.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -264309.843750 Penalty: 9093.871094
	Iteration 4F: 3 clusters Score -264309.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -264616.593750 Penalty: 9093.871094
	Iteration 5F: 3 clusters Score -264616.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -264772.031250 Penalty: 9093.871094
	Iteration 6Q: 3 clusters Score -264772 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -264857.156250 Penalty: 9093.871094
	Iteration 7Q: 3 clusters Score -264857.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -264910.125000 Penalty: 9093.871094
	Iteration 8Q: 3 clusters Score -264910.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -264923.812500 Penalty: 9093.871094
	Iteration 9Q: 3 clusters Score -264923.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -264944.968750 Penalty: 9093.871094
	Iteration 10Q: 3 clusters Score -264945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -264957.250000 Penalty: 9093.871094
	Iteration 11Q: 3 clusters Score -264957.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -264975.281250 Penalty: 9093.871094
	Iteration 12Q: 3 clusters Score -264975.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -264984.375000 Penalty: 9093.871094
	Iteration 13Q: 3 clusters Score -264984.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -264984.375000 Penalty: 9093.871094
	Iteration 14F: 3 clusters Score -264984.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Entering Unmasked Estep 
Score: -3949481.500000 Penalty: 6146.086914
	Iteration 0F: 2 clusters Score -3949482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -3931149.250000 Penalty: 12292.173828
	Iteration 0F: 3 clusters Score -3931149 nChanged 9330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -3936105.750000 Penalty: 12292.173828
	Iteration 1F: 3 clusters Score -3936106 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -3936976.750000 Penalty: 12292.173828
	Iteration 2F: 3 clusters Score -3936977 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -3937884.750000 Penalty: 12292.173828
	Iteration 3F: 3 clusters Score -3937885 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -3938923.500000 Penalty: 12292.173828
	Iteration 4F: 3 clusters Score -3938924 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -3939796.250000 Penalty: 12292.173828
	Iteration 5F: 3 clusters Score -3939796 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -3940466.250000 Penalty: 12292.173828
	Iteration 6Q: 3 clusters Score -3940466 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -3940999.500000 Penalty: 12292.173828
	Iteration 7Q: 3 clusters Score -3941000 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -3941425.750000 Penalty: 12292.173828
	Iteration 8Q: 3 clusters Score -3941426 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -3941819.750000 Penalty: 12292.173828
	Iteration 9Q: 3 clusters Score -3941820 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -3942230.250000 Penalty: 12292.173828
	Iteration 10Q: 3 clusters Score -3942230 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -3942619.000000 Penalty: 12292.173828
	Iteration 11Q: 3 clusters Score -3942619 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -3943022.250000 Penalty: 12292.173828
	Iteration 12Q: 3 clusters Score -3943022 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -3943434.000000 Penalty: 12292.173828
	Iteration 13Q: 3 clusters Score -3943434 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -3943795.000000 Penalty: 12292.173828
	Iteration 14Q: 3 clusters Score -3943795 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -3944146.750000 Penalty: 12292.173828
	Iteration 15Q: 3 clusters Score -3944147 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -3944506.750000 Penalty: 12292.173828
	Iteration 16Q: 3 clusters Score -3944507 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -3944877.250000 Penalty: 12292.173828
	Iteration 17Q: 3 clusters Score -3944877 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -3945213.250000 Penalty: 12292.173828
	Iteration 18Q: 3 clusters Score -3945213 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -3945506.750000 Penalty: 12292.173828
	Iteration 19Q: 3 clusters Score -3945507 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -3945786.750000 Penalty: 12292.173828
	Iteration 20F: 3 clusters Score -3945787 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -3946094.500000 Penalty: 12292.173828
	Iteration 21Q: 3 clusters Score -3946094 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -3946422.250000 Penalty: 12292.173828
	Iteration 22Q: 3 clusters Score -3946422 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -3946678.500000 Penalty: 12292.173828
	Iteration 23Q: 3 clusters Score -3946678 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -3946905.750000 Penalty: 12292.173828
	Iteration 24Q: 3 clusters Score -3946906 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -3947064.000000 Penalty: 12292.173828
	Iteration 25Q: 3 clusters Score -3947064 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -3947174.500000 Penalty: 12292.173828
	Iteration 26Q: 3 clusters Score -3947174 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -3947215.500000 Penalty: 12292.173828
	Iteration 27Q: 3 clusters Score -3947216 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -3947256.000000 Penalty: 12292.173828
	Iteration 28Q: 3 clusters Score -3947256 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -3947294.250000 Penalty: 12292.173828
	Iteration 29Q: 3 clusters Score -3947294 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -3947320.500000 Penalty: 12292.173828
	Iteration 30Q: 3 clusters Score -3947320 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -3947339.250000 Penalty: 12292.173828
	Iteration 31Q: 3 clusters Score -3947339 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -3947366.250000 Penalty: 12292.173828
	Iteration 32Q: 3 clusters Score -3947366 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -3947391.500000 Penalty: 12292.173828
	Iteration 33Q: 3 clusters Score -3947392 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -3947405.500000 Penalty: 12292.173828
	Iteration 34Q: 3 clusters Score -3947406 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -3947414.000000 Penalty: 12292.173828
	Iteration 35Q: 3 clusters Score -3947414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -3947425.750000 Penalty: 12292.173828
	Iteration 36Q: 3 clusters Score -3947426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -3947430.000000 Penalty: 12292.173828
	Iteration 37Q: 3 clusters Score -3947430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -3947433.500000 Penalty: 12292.173828
	Iteration 38Q: 3 clusters Score -3947434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -3947438.500000 Penalty: 12292.173828
	Iteration 39Q: 3 clusters Score -3947438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -3947438.250000 Penalty: 12292.173828
	Iteration 40F: 3 clusters Score -3947438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -3947443.750000 Penalty: 12292.173828
	Iteration 41Q: 3 clusters Score -3947444 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -3947461.250000 Penalty: 12292.173828
	Iteration 42Q: 3 clusters Score -3947461 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -3947457.750000 Penalty: 12292.173828
	Iteration 43Q: 3 clusters Score -3947458 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -3947468.000000 Penalty: 12292.173828
	Iteration 44Q: 3 clusters Score -3947468 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -3947482.000000 Penalty: 12292.173828
	Iteration 45Q: 3 clusters Score -3947482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -3947497.750000 Penalty: 12292.173828
	Iteration 46Q: 3 clusters Score -3947498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -3947495.500000 Penalty: 12292.173828
	Iteration 47Q: 3 clusters Score -3947496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -3947497.750000 Penalty: 12292.173828
	Iteration 48Q: 3 clusters Score -3947498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -3947499.250000 Penalty: 12292.173828
	Iteration 49Q: 3 clusters Score -3947499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -3947500.500000 Penalty: 12292.173828
	Iteration 50Q: 3 clusters Score -3947500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -3947502.250000 Penalty: 12292.173828
	Iteration 51Q: 3 clusters Score -3947502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -3947498.500000 Penalty: 12292.173828
	Iteration 52Q: 3 clusters Score -3947498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -3947506.250000 Penalty: 12292.173828
	Iteration 53Q: 3 clusters Score -3947506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -3947498.500000 Penalty: 12292.173828
	Iteration 54Q: 3 clusters Score -3947498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -3947500.250000 Penalty: 12292.173828
	Iteration 55Q: 3 clusters Score -3947500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -3947500.750000 Penalty: 12292.173828
	Iteration 56Q: 3 clusters Score -3947501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -3947500.750000 Penalty: 12292.173828
	Iteration 57Q: 3 clusters Score -3947501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -3947509.500000 Penalty: 12292.173828
	Iteration 58Q: 3 clusters Score -3947510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -3947506.750000 Penalty: 12292.173828
	Iteration 59Q: 3 clusters Score -3947507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -3947508.750000 Penalty: 12292.173828
	Iteration 60F: 3 clusters Score -3947509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -3947507.500000 Penalty: 12292.173828
	Iteration 61Q: 3 clusters Score -3947508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -3947516.500000 Penalty: 12292.173828
	Iteration 62Q: 3 clusters Score -3947516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -3947520.000000 Penalty: 12292.173828
	Iteration 63Q: 3 clusters Score -3947520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -3947526.500000 Penalty: 12292.173828
	Iteration 64Q: 3 clusters Score -3947526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -3947521.250000 Penalty: 12292.173828
	Iteration 65Q: 3 clusters Score -3947521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -3947533.500000 Penalty: 12292.173828
	Iteration 66Q: 3 clusters Score -3947534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
Score: -3947544.500000 Penalty: 12292.173828
	Iteration 67Q: 3 clusters Score -3947544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -3947553.000000 Penalty: 12292.173828
	Iteration 68Q: 3 clusters Score -3947553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -3947545.750000 Penalty: 12292.173828
	Iteration 69Q: 3 clusters Score -3947546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -3947543.750000 Penalty: 12292.173828
	Iteration 70Q: 3 clusters Score -3947544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -3947543.750000 Penalty: 12292.173828
	Iteration 71F: 3 clusters Score -3947544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Entering Unmasked Estep 
Score: -204472.750000 Penalty: 4415.720703
	Iteration 0F: 2 clusters Score -204472.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -200167.453125 Penalty: 8831.441406
	Iteration 0F: 3 clusters Score -200167.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -200944.218750 Penalty: 8831.441406
	Iteration 1F: 3 clusters Score -200944.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -201482.906250 Penalty: 8831.441406
	Iteration 2F: 3 clusters Score -201482.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -201811.406250 Penalty: 8831.441406
	Iteration 3F: 3 clusters Score -201811.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -202028.078125 Penalty: 8831.441406
	Iteration 4Q: 3 clusters Score -202028.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -202169.093750 Penalty: 8831.441406
	Iteration 5Q: 3 clusters Score -202169.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -202319.203125 Penalty: 8831.441406
	Iteration 6Q: 3 clusters Score -202319.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -202472.984375 Penalty: 8831.441406
	Iteration 7Q: 3 clusters Score -202473 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -202697.031250 Penalty: 8831.441406
	Iteration 8Q: 3 clusters Score -202697 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -202921.390625 Penalty: 8831.441406
	Iteration 9Q: 3 clusters Score -202921.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -203331.359375 Penalty: 8831.441406
	Iteration 10Q: 3 clusters Score -203331.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -203414.828125 Penalty: 8831.441406
	Iteration 11Q: 3 clusters Score -203414.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -203476.625000 Penalty: 8831.441406
	Iteration 12Q: 3 clusters Score -203476.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -203530.093750 Penalty: 8831.441406
	Iteration 13Q: 3 clusters Score -203530.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -203577.406250 Penalty: 8831.441406
	Iteration 14Q: 3 clusters Score -203577.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -203642.281250 Penalty: 8831.441406
	Iteration 15Q: 3 clusters Score -203642.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -203705.515625 Penalty: 8831.441406
	Iteration 16Q: 3 clusters Score -203705.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -203771.296875 Penalty: 8831.441406
	Iteration 17Q: 3 clusters Score -203771.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -203898.390625 Penalty: 8831.441406
	Iteration 18Q: 3 clusters Score -203898.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -204080.828125 Penalty: 8831.441406
	Iteration 19Q: 3 clusters Score -204080.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -204219.828125 Penalty: 8831.441406
	Iteration 20F: 3 clusters Score -204219.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -204301.203125 Penalty: 8831.441406
	Iteration 21Q: 3 clusters Score -204301.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -204388.890625 Penalty: 8831.441406
	Iteration 22Q: 3 clusters Score -204388.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -204425.859375 Penalty: 8831.441406
	Iteration 23Q: 3 clusters Score -204425.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -204438.046875 Penalty: 8831.441406
	Iteration 24Q: 3 clusters Score -204438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -204442.281250 Penalty: 8831.441406
	Iteration 25Q: 3 clusters Score -204442.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -204442.281250 Penalty: 8831.441406
	Iteration 26F: 3 clusters Score -204442.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Entering Unmasked Estep 
Score: -141297.109375 Penalty: 4187.208984
	Iteration 0F: 2 clusters Score -141297.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -137413.203125 Penalty: 8374.417969
	Iteration 0F: 3 clusters Score -137413.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -137818.062500 Penalty: 8374.417969
	Iteration 1F: 3 clusters Score -137818.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -138026.171875 Penalty: 8374.417969
	Iteration 2Q: 3 clusters Score -138026.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -138173.875000 Penalty: 8374.417969
	Iteration 3Q: 3 clusters Score -138173.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -138379.671875 Penalty: 8374.417969
	Iteration 4Q: 3 clusters Score -138379.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -138615.671875 Penalty: 8374.417969
	Iteration 5Q: 3 clusters Score -138615.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -138881.078125 Penalty: 8374.417969
	Iteration 6F: 3 clusters Score -138881.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -139037.937500 Penalty: 8374.417969
	Iteration 7Q: 3 clusters Score -139037.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -139140.890625 Penalty: 8374.417969
	Iteration 8Q: 3 clusters Score -139140.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -139216.750000 Penalty: 8374.417969
	Iteration 9Q: 3 clusters Score -139216.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -139274.484375 Penalty: 8374.417969
	Iteration 10Q: 3 clusters Score -139274.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -139411.531250 Penalty: 8374.417969
	Iteration 11Q: 3 clusters Score -139411.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -139496.265625 Penalty: 8374.417969
	Iteration 12Q: 3 clusters Score -139496.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -139547.453125 Penalty: 8374.417969
	Iteration 13Q: 3 clusters Score -139547.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -139591.218750 Penalty: 8374.417969
	Iteration 14Q: 3 clusters Score -139591.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -139635.390625 Penalty: 8374.417969
	Iteration 15Q: 3 clusters Score -139635.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -139676.328125 Penalty: 8374.417969
	Iteration 16Q: 3 clusters Score -139676.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -139710.859375 Penalty: 8374.417969
	Iteration 17Q: 3 clusters Score -139710.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -139731.234375 Penalty: 8374.417969
	Iteration 18Q: 3 clusters Score -139731.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -139741.796875 Penalty: 8374.417969
	Iteration 19Q: 3 clusters Score -139741.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -139759.796875 Penalty: 8374.417969
	Iteration 20F: 3 clusters Score -139759.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -139993.000000 Penalty: 8374.417969
	Iteration 21Q: 3 clusters Score -139993 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -140033.265625 Penalty: 8374.417969
	Iteration 22Q: 3 clusters Score -140033.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -140057.578125 Penalty: 8374.417969
	Iteration 23Q: 3 clusters Score -140057.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -140134.671875 Penalty: 8374.417969
	Iteration 24Q: 3 clusters Score -140134.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -140157.171875 Penalty: 8374.417969
	Iteration 25Q: 3 clusters Score -140157.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -140189.625000 Penalty: 8374.417969
	Iteration 26Q: 3 clusters Score -140189.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -140207.921875 Penalty: 8374.417969
	Iteration 27Q: 3 clusters Score -140207.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -140226.187500 Penalty: 8374.417969
	Iteration 28Q: 3 clusters Score -140226.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -140246.562500 Penalty: 8374.417969
	Iteration 29Q: 3 clusters Score -140246.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -140252.500000 Penalty: 8374.417969
	Iteration 30Q: 3 clusters Score -140252.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -140252.500000 Penalty: 8374.417969
	Iteration 31F: 3 clusters Score -140252.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (38424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38424 members 
Entering Unmasked Estep 
Score: -6495068.000000 Penalty: 6465.817871
	Iteration 0F: 2 clusters Score -6495068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -6466882.000000 Penalty: 12931.635742
	Iteration 0F: 3 clusters Score -6466882 nChanged 16536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -6475628.000000 Penalty: 12931.635742
	Iteration 1F: 3 clusters Score -6475628 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -6476423.500000 Penalty: 12931.635742
	Iteration 2F: 3 clusters Score -6476424 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -6477062.500000 Penalty: 12931.635742
	Iteration 3Q: 3 clusters Score -6477062 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -6477625.000000 Penalty: 12931.635742
	Iteration 4Q: 3 clusters Score -6477625 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -6478096.000000 Penalty: 12931.635742
	Iteration 5Q: 3 clusters Score -6478096 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -6478644.500000 Penalty: 12931.635742
	Iteration 6Q: 3 clusters Score -6478644 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -6479286.500000 Penalty: 12931.635742
	Iteration 7Q: 3 clusters Score -6479286 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -6480190.000000 Penalty: 12931.635742
	Iteration 8Q: 3 clusters Score -6480190 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -6481308.000000 Penalty: 12931.635742
	Iteration 9Q: 3 clusters Score -6481308 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -6482566.000000 Penalty: 12931.635742
	Iteration 10F: 3 clusters Score -6482566 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -6483795.500000 Penalty: 12931.635742
	Iteration 11F: 3 clusters Score -6483796 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -6484797.000000 Penalty: 12931.635742
	Iteration 12Q: 3 clusters Score -6484797 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -6485451.500000 Penalty: 12931.635742
	Iteration 13Q: 3 clusters Score -6485452 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -6485890.500000 Penalty: 12931.635742
	Iteration 14Q: 3 clusters Score -6485890 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -6486133.500000 Penalty: 12931.635742
	Iteration 15Q: 3 clusters Score -6486134 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -6486304.500000 Penalty: 12931.635742
	Iteration 16Q: 3 clusters Score -6486304 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -6486424.000000 Penalty: 12931.635742
	Iteration 17Q: 3 clusters Score -6486424 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
Score: -6486525.000000 Penalty: 12931.635742
	Iteration 18Q: 3 clusters Score -6486525 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -6486583.500000 Penalty: 12931.635742
	Iteration 19Q: 3 clusters Score -6486584 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -6486667.000000 Penalty: 12931.635742
	Iteration 20F: 3 clusters Score -6486667 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -6486722.000000 Penalty: 12931.635742
	Iteration 21Q: 3 clusters Score -6486722 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -6486755.500000 Penalty: 12931.635742
	Iteration 22Q: 3 clusters Score -6486756 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -6486748.500000 Penalty: 12931.635742
	Iteration 23Q: 3 clusters Score -6486748 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -6486790.000000 Penalty: 12931.635742
	Iteration 24Q: 3 clusters Score -6486790 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -6486814.000000 Penalty: 12931.635742
	Iteration 25Q: 3 clusters Score -6486814 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -6486869.000000 Penalty: 12931.635742
	Iteration 26Q: 3 clusters Score -6486869 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -6486904.000000 Penalty: 12931.635742
	Iteration 27Q: 3 clusters Score -6486904 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -6486921.500000 Penalty: 12931.635742
	Iteration 28Q: 3 clusters Score -6486922 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -6486961.500000 Penalty: 12931.635742
	Iteration 29Q: 3 clusters Score -6486962 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -6486997.000000 Penalty: 12931.635742
	Iteration 30Q: 3 clusters Score -6486997 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -6487044.500000 Penalty: 12931.635742
	Iteration 31Q: 3 clusters Score -6487044 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -6487077.000000 Penalty: 12931.635742
	Iteration 32Q: 3 clusters Score -6487077 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -6487123.000000 Penalty: 12931.635742
	Iteration 33Q: 3 clusters Score -6487123 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -6487150.500000 Penalty: 12931.635742
	Iteration 34Q: 3 clusters Score -6487150 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -6487204.500000 Penalty: 12931.635742
	Iteration 35Q: 3 clusters Score -6487204 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -6487247.000000 Penalty: 12931.635742
	Iteration 36Q: 3 clusters Score -6487247 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -6487251.500000 Penalty: 12931.635742
	Iteration 37Q: 3 clusters Score -6487252 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -6487309.500000 Penalty: 12931.635742
	Iteration 38Q: 3 clusters Score -6487310 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -6487338.000000 Penalty: 12931.635742
	Iteration 39Q: 3 clusters Score -6487338 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -6487387.500000 Penalty: 12931.635742
	Iteration 40F: 3 clusters Score -6487388 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -6487441.500000 Penalty: 12931.635742
	Iteration 41Q: 3 clusters Score -6487442 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -6487491.500000 Penalty: 12931.635742
	Iteration 42Q: 3 clusters Score -6487492 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -6487530.000000 Penalty: 12931.635742
	Iteration 43Q: 3 clusters Score -6487530 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 15873 members 
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Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 15632 members 
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Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 15405 members 
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Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 15153 members 
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Mstep: Class 2 contains 14889 members 
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Mstep: Class 1 contains 24099 members 
Mstep: Class 2 contains 14325 members 
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Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 14060 members 
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Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 13811 members 
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Mstep: Class 2 contains 13549 members 
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Mstep: Class 1 contains 25632 members 
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Mstep: Class 1 contains 25855 members 
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Mstep: Class 1 contains 26067 members 
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Mstep: Class 1 contains 26265 members 
Mstep: Class 2 contains 12159 members 
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Mstep: Class 1 contains 26458 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6488385 nChanged 189
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Mstep: Class 1 contains 26641 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 11579 members 
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Mstep: Class 1 contains 27054 members 
Mstep: Class 2 contains 11370 members 
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Mstep: Class 1 contains 27232 members 
Mstep: Class 2 contains 11192 members 
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Mstep: Class 1 contains 27464 members 
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Mstep: Class 1 contains 27940 members 
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Mstep: Class 1 contains 28157 members 
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Mstep: Class 1 contains 28364 members 
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Mstep: Class 1 contains 28554 members 
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Mstep: Class 1 contains 28737 members 
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Mstep: Class 1 contains 28878 members 
Mstep: Class 2 contains 9546 members 
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Mstep: Class 1 contains 29030 members 
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Mstep: Class 1 contains 29184 members 
Mstep: Class 2 contains 9240 members 
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Mstep: Class 1 contains 29339 members 
Mstep: Class 2 contains 9085 members 
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Mstep: Class 2 contains 8919 members 
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Mstep: Class 1 contains 29913 members 
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Mstep: Class 1 contains 30035 members 
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Mstep: Class 1 contains 30177 members 
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Mstep: Class 1 contains 30554 members 
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	Iteration 84Q: 3 clusters Score -6489224 nChanged 136
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Mstep: Class 1 contains 30682 members 
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Mstep: Class 1 contains 30795 members 
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Mstep: Class 1 contains 30924 members 
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	Iteration 87Q: 3 clusters Score -6489312 nChanged 139
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Mstep: Class 1 contains 31057 members 
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Mstep: Class 1 contains 31175 members 
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Mstep: Class 1 contains 31287 members 
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	Iteration 90Q: 3 clusters Score -6489384 nChanged 118
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Mstep: Class 1 contains 31399 members 
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Mstep: Class 1 contains 31490 members 
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Mstep: Class 1 contains 31589 members 
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Mstep: Class 1 contains 31692 members 
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	Iteration 94Q: 3 clusters Score -6489502 nChanged 110
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Mstep: Class 1 contains 31790 members 
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Mstep: Class 1 contains 32114 members 
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	Iteration 99Q: 3 clusters Score -6489613 nChanged 81
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Mstep: Class 1 contains 32187 members 
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	Iteration 100F: 3 clusters Score -6489616 nChanged 84
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Mstep: Class 1 contains 32267 members 
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	Iteration 101Q: 3 clusters Score -6489622 nChanged 81
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	Iteration 102Q: 3 clusters Score -6489640 nChanged 81
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Mstep: Class 1 contains 32415 members 
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Mstep: Class 1 contains 32481 members 
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	Iteration 104Q: 3 clusters Score -6489652 nChanged 52
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Mstep: Class 1 contains 32529 members 
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Mstep: Class 1 contains 32585 members 
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	Iteration 106Q: 3 clusters Score -6489688 nChanged 54
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Mstep: Class 1 contains 32631 members 
Mstep: Class 2 contains 5793 members 
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	Iteration 107Q: 3 clusters Score -6489704 nChanged 40
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Mstep: Class 1 contains 32669 members 
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	Iteration 108Q: 3 clusters Score -6489710 nChanged 46
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Mstep: Class 1 contains 32713 members 
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	Iteration 109Q: 3 clusters Score -6489722 nChanged 53
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Mstep: Class 1 contains 32760 members 
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	Iteration 110Q: 3 clusters Score -6489732 nChanged 41
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Mstep: Class 1 contains 32799 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6489744 nChanged 39
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Mstep: Class 1 contains 32834 members 
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	Iteration 112Q: 3 clusters Score -6489754 nChanged 43
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Mstep: Class 1 contains 32875 members 
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	Iteration 113Q: 3 clusters Score -6489753 nChanged 42
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Mstep: Class 1 contains 32911 members 
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	Iteration 114Q: 3 clusters Score -6489743 nChanged 31
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Mstep: Class 1 contains 32940 members 
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	Iteration 115Q: 3 clusters Score -6489747 nChanged 40
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Mstep: Class 1 contains 32980 members 
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	Iteration 116Q: 3 clusters Score -6489748 nChanged 38
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Mstep: Class 1 contains 33016 members 
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	Iteration 117Q: 3 clusters Score -6489741 nChanged 37
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	Iteration 118Q: 3 clusters Score -6489757 nChanged 29
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Mstep: Class 1 contains 33076 members 
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	Iteration 119Q: 3 clusters Score -6489769 nChanged 25
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	Iteration 120F: 3 clusters Score -6489788 nChanged 33
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Mstep: Class 1 contains 33126 members 
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	Iteration 121Q: 3 clusters Score -6489808 nChanged 29
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Mstep: Class 1 contains 33147 members 
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	Iteration 122Q: 3 clusters Score -6489792 nChanged 24
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	Iteration 123Q: 3 clusters Score -6489807 nChanged 29
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	Iteration 124Q: 3 clusters Score -6489809 nChanged 30
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	Iteration 125Q: 3 clusters Score -6489806 nChanged 31
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	Iteration 126Q: 3 clusters Score -6489827 nChanged 32
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -6489845 nChanged 39
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Mstep: Class 1 contains 33322 members 
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -6489834 nChanged 31
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	Iteration 129Q: 3 clusters Score -6489842 nChanged 27
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	Iteration 130Q: 3 clusters Score -6489852 nChanged 31
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	Iteration 131Q: 3 clusters Score -6489852 nChanged 23
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	Iteration 132Q: 3 clusters Score -6489874 nChanged 18
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	Iteration 133Q: 3 clusters Score -6489880 nChanged 20
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	Iteration 134Q: 3 clusters Score -6489888 nChanged 17
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	Iteration 135Q: 3 clusters Score -6489894 nChanged 13
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	Iteration 136Q: 3 clusters Score -6489900 nChanged 19
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Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -6489903.000000 Penalty: 12931.635742
	Iteration 137Q: 3 clusters Score -6489903 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33530 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -6489897.500000 Penalty: 12931.635742
	Iteration 138Q: 3 clusters Score -6489898 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33549 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -6489889.000000 Penalty: 12931.635742
	Iteration 139Q: 3 clusters Score -6489889 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33579 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -6489893.500000 Penalty: 12931.635742
	Iteration 140F: 3 clusters Score -6489894 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33606 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -6489898.500000 Penalty: 12931.635742
	Iteration 141Q: 3 clusters Score -6489898 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33628 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -6489896.500000 Penalty: 12931.635742
	Iteration 142Q: 3 clusters Score -6489896 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33646 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -6489901.000000 Penalty: 12931.635742
	Iteration 143Q: 3 clusters Score -6489901 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33667 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -6489921.500000 Penalty: 12931.635742
	Iteration 144Q: 3 clusters Score -6489922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33679 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -6489930.000000 Penalty: 12931.635742
	Iteration 145Q: 3 clusters Score -6489930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33690 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -6489929.000000 Penalty: 12931.635742
	Iteration 146Q: 3 clusters Score -6489929 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33704 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -6489933.000000 Penalty: 12931.635742
	Iteration 147Q: 3 clusters Score -6489933 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33721 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -6489931.000000 Penalty: 12931.635742
	Iteration 148Q: 3 clusters Score -6489931 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33738 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -6489937.000000 Penalty: 12931.635742
	Iteration 149Q: 3 clusters Score -6489937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33746 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -6489948.500000 Penalty: 12931.635742
	Iteration 150Q: 3 clusters Score -6489948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33757 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -6489946.500000 Penalty: 12931.635742
	Iteration 151Q: 3 clusters Score -6489946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33769 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -6489942.000000 Penalty: 12931.635742
	Iteration 152Q: 3 clusters Score -6489942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33777 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -6489942.000000 Penalty: 12931.635742
	Iteration 153Q: 3 clusters Score -6489942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33781 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -6489938.500000 Penalty: 12931.635742
	Iteration 154Q: 3 clusters Score -6489938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33783 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -6489936.500000 Penalty: 12931.635742
	Iteration 155Q: 3 clusters Score -6489936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33783 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -6489936.500000 Penalty: 12931.635742
	Iteration 156F: 3 clusters Score -6489936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (357264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357264 members 
Entering Unmasked Estep 
Score: -61412296.000000 Penalty: 7831.565918
	Iteration 0F: 2 clusters Score -6.14123e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178665 members 
Mstep: Class 2 contains 178599 members 
Entering Unmasked Estep 
Score: -61189412.000000 Penalty: 15663.131836
	Iteration 0F: 3 clusters Score -6.118941e+07 nChanged 170927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178328 members 
Mstep: Class 2 contains 178936 members 
Entering Unmasked Estep 
Score: -61287972.000000 Penalty: 15663.131836
	Iteration 1F: 3 clusters Score -6.128797e+07 nChanged 9813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177669 members 
Mstep: Class 2 contains 179595 members 
Entering Unmasked Estep 
Score: -61289768.000000 Penalty: 15663.131836
	Iteration 2Q: 3 clusters Score -6.128977e+07 nChanged 9791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176856 members 
Mstep: Class 2 contains 180408 members 
Entering Unmasked Estep 
Score: -61291924.000000 Penalty: 15663.131836
	Iteration 3Q: 3 clusters Score -6.129192e+07 nChanged 10030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175620 members 
Mstep: Class 2 contains 181644 members 
Entering Unmasked Estep 
Score: -61293892.000000 Penalty: 15663.131836
	Iteration 4Q: 3 clusters Score -6.129389e+07 nChanged 10457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173735 members 
Mstep: Class 2 contains 183529 members 
Entering Unmasked Estep 
Score: -61296312.000000 Penalty: 15663.131836
	Iteration 5Q: 3 clusters Score -6.129631e+07 nChanged 10761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171074 members 
Mstep: Class 2 contains 186190 members 
Entering Unmasked Estep 
Score: -61298708.000000 Penalty: 15663.131836
	Iteration 6Q: 3 clusters Score -6.129871e+07 nChanged 11331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167073 members 
Mstep: Class 2 contains 190191 members 
Entering Unmasked Estep 
Score: -61302008.000000 Penalty: 15663.131836
	Iteration 7Q: 3 clusters Score -6.130201e+07 nChanged 12370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161255 members 
Mstep: Class 2 contains 196009 members 
Entering Unmasked Estep 
Score: -61305924.000000 Penalty: 15663.131836
	Iteration 8Q: 3 clusters Score -6.130592e+07 nChanged 14171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152954 members 
Mstep: Class 2 contains 204310 members 
Entering Unmasked Estep 
Score: -61310696.000000 Penalty: 15663.131836
	Iteration 9Q: 3 clusters Score -6.13107e+07 nChanged 16474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141636 members 
Mstep: Class 2 contains 215628 members 
Entering Unmasked Estep 
Score: -61317240.000000 Penalty: 15663.131836
	Iteration 10Q: 3 clusters Score -6.131724e+07 nChanged 19363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126811 members 
Mstep: Class 2 contains 230453 members 
Entering Unmasked Estep 
Score: -61327008.000000 Penalty: 15663.131836
	Iteration 11F: 3 clusters Score -6.132701e+07 nChanged 22176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109057 members 
Mstep: Class 2 contains 248207 members 
Entering Unmasked Estep 
Score: -61341108.000000 Penalty: 15663.131836
	Iteration 12F: 3 clusters Score -6.134111e+07 nChanged 22554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90797 members 
Mstep: Class 2 contains 266467 members 
Entering Unmasked Estep 
Score: -61356292.000000 Penalty: 15663.131836
	Iteration 13F: 3 clusters Score -6.135629e+07 nChanged 19849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75132 members 
Mstep: Class 2 contains 282132 members 
Entering Unmasked Estep 
Score: -61369756.000000 Penalty: 15663.131836
	Iteration 14F: 3 clusters Score -6.136976e+07 nChanged 15655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63487 members 
Mstep: Class 2 contains 293777 members 
Entering Unmasked Estep 
Score: -61380704.000000 Penalty: 15663.131836
	Iteration 15Q: 3 clusters Score -6.13807e+07 nChanged 11693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55330 members 
Mstep: Class 2 contains 301934 members 
Entering Unmasked Estep 
Score: -61387176.000000 Penalty: 15663.131836
	Iteration 16Q: 3 clusters Score -6.138718e+07 nChanged 8400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49594 members 
Mstep: Class 2 contains 307670 members 
Entering Unmasked Estep 
Score: -61391220.000000 Penalty: 15663.131836
	Iteration 17Q: 3 clusters Score -6.139122e+07 nChanged 5961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45209 members 
Mstep: Class 2 contains 312055 members 
Entering Unmasked Estep 
Score: -61393480.000000 Penalty: 15663.131836
	Iteration 18Q: 3 clusters Score -6.139348e+07 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41562 members 
Mstep: Class 2 contains 315702 members 
Entering Unmasked Estep 
Score: -61394768.000000 Penalty: 15663.131836
	Iteration 19Q: 3 clusters Score -6.139477e+07 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38445 members 
Mstep: Class 2 contains 318819 members 
Entering Unmasked Estep 
Score: -61396044.000000 Penalty: 15663.131836
	Iteration 20F: 3 clusters Score -6.139604e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35710 members 
Mstep: Class 2 contains 321554 members 
Entering Unmasked Estep 
Score: -61397108.000000 Penalty: 15663.131836
	Iteration 21Q: 3 clusters Score -6.139711e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33316 members 
Mstep: Class 2 contains 323948 members 
Entering Unmasked Estep 
Score: -61397736.000000 Penalty: 15663.131836
	Iteration 22Q: 3 clusters Score -6.139774e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31128 members 
Mstep: Class 2 contains 326136 members 
Entering Unmasked Estep 
Score: -61398440.000000 Penalty: 15663.131836
	Iteration 23Q: 3 clusters Score -6.139844e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29138 members 
Mstep: Class 2 contains 328126 members 
Entering Unmasked Estep 
Score: -61399140.000000 Penalty: 15663.131836
	Iteration 24Q: 3 clusters Score -6.139914e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 330033 members 
Entering Unmasked Estep 
Score: -61399948.000000 Penalty: 15663.131836
	Iteration 25Q: 3 clusters Score -6.139995e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 331804 members 
Entering Unmasked Estep 
Score: -61400440.000000 Penalty: 15663.131836
	Iteration 26Q: 3 clusters Score -6.140044e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 333511 members 
Entering Unmasked Estep 
Score: -61400880.000000 Penalty: 15663.131836
	Iteration 27Q: 3 clusters Score -6.140088e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 335076 members 
Entering Unmasked Estep 
Score: -61401412.000000 Penalty: 15663.131836
	Iteration 28Q: 3 clusters Score -6.140141e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 336472 members 
Entering Unmasked Estep 
Score: -61402032.000000 Penalty: 15663.131836
	Iteration 29Q: 3 clusters Score -6.140203e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 337731 members 
Entering Unmasked Estep 
Score: -61402588.000000 Penalty: 15663.131836
	Iteration 30Q: 3 clusters Score -6.140259e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 338902 members 
Entering Unmasked Estep 
Score: -61403000.000000 Penalty: 15663.131836
	Iteration 31Q: 3 clusters Score -6.1403e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 339989 members 
Entering Unmasked Estep 
Score: -61403264.000000 Penalty: 15663.131836
	Iteration 32Q: 3 clusters Score -6.140326e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 340973 members 
Entering Unmasked Estep 
Score: -61403808.000000 Penalty: 15663.131836
	Iteration 33Q: 3 clusters Score -6.140381e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 341853 members 
Entering Unmasked Estep 
Score: -61404088.000000 Penalty: 15663.131836
	Iteration 34Q: 3 clusters Score -6.140409e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 342633 members 
Entering Unmasked Estep 
Score: -61404496.000000 Penalty: 15663.131836
	Iteration 35Q: 3 clusters Score -6.14045e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 343353 members 
Entering Unmasked Estep 
Score: -61404796.000000 Penalty: 15663.131836
	Iteration 36Q: 3 clusters Score -6.14048e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 343973 members 
Entering Unmasked Estep 
Score: -61405012.000000 Penalty: 15663.131836
	Iteration 37Q: 3 clusters Score -6.140501e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 344611 members 
Entering Unmasked Estep 
Score: -61405296.000000 Penalty: 15663.131836
	Iteration 38Q: 3 clusters Score -6.14053e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 345154 members 
Entering Unmasked Estep 
Score: -61405452.000000 Penalty: 15663.131836
	Iteration 39Q: 3 clusters Score -6.140545e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 345654 members 
Entering Unmasked Estep 
Score: -61405716.000000 Penalty: 15663.131836
	Iteration 40F: 3 clusters Score -6.140572e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 346091 members 
Entering Unmasked Estep 
Score: -61405960.000000 Penalty: 15663.131836
	Iteration 41Q: 3 clusters Score -6.140596e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 346453 members 
Entering Unmasked Estep 
Score: -61406020.000000 Penalty: 15663.131836
	Iteration 42Q: 3 clusters Score -6.140602e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 346805 members 
Entering Unmasked Estep 
Score: -61406188.000000 Penalty: 15663.131836
	Iteration 43Q: 3 clusters Score -6.140619e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 347143 members 
Entering Unmasked Estep 
Score: -61406304.000000 Penalty: 15663.131836
	Iteration 44Q: 3 clusters Score -6.14063e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 347479 members 
Entering Unmasked Estep 
Score: -61406536.000000 Penalty: 15663.131836
	Iteration 45Q: 3 clusters Score -6.140654e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 347767 members 
Entering Unmasked Estep 
Score: -61406620.000000 Penalty: 15663.131836
	Iteration 46Q: 3 clusters Score -6.140662e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 348037 members 
Entering Unmasked Estep 
Score: -61406664.000000 Penalty: 15663.131836
	Iteration 47Q: 3 clusters Score -6.140666e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 348304 members 
Entering Unmasked Estep 
Score: -61406712.000000 Penalty: 15663.131836
	Iteration 48Q: 3 clusters Score -6.140671e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 348552 members 
Entering Unmasked Estep 
Score: -61406756.000000 Penalty: 15663.131836
	Iteration 49Q: 3 clusters Score -6.140676e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 348790 members 
Entering Unmasked Estep 
Score: -61406876.000000 Penalty: 15663.131836
	Iteration 50Q: 3 clusters Score -6.140688e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 348992 members 
Entering Unmasked Estep 
Score: -61406940.000000 Penalty: 15663.131836
	Iteration 51Q: 3 clusters Score -6.140694e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 349163 members 
Entering Unmasked Estep 
Score: -61406892.000000 Penalty: 15663.131836
	Iteration 52Q: 3 clusters Score -6.140689e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 349324 members 
Entering Unmasked Estep 
Score: -61406860.000000 Penalty: 15663.131836
	Iteration 53Q: 3 clusters Score -6.140686e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 349451 members 
Entering Unmasked Estep 
Score: -61406892.000000 Penalty: 15663.131836
	Iteration 54Q: 3 clusters Score -6.140689e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 349552 members 
Entering Unmasked Estep 
Score: -61406912.000000 Penalty: 15663.131836
	Iteration 55Q: 3 clusters Score -6.140691e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 349633 members 
Entering Unmasked Estep 
Score: -61406920.000000 Penalty: 15663.131836
	Iteration 56Q: 3 clusters Score -6.140692e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 349712 members 
Entering Unmasked Estep 
Score: -61406904.000000 Penalty: 15663.131836
	Iteration 57Q: 3 clusters Score -6.14069e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 349796 members 
Entering Unmasked Estep 
Score: -61407004.000000 Penalty: 15663.131836
	Iteration 58Q: 3 clusters Score -6.1407e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 349877 members 
Entering Unmasked Estep 
Score: -61407008.000000 Penalty: 15663.131836
	Iteration 59Q: 3 clusters Score -6.140701e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 349948 members 
Entering Unmasked Estep 
Score: -61407020.000000 Penalty: 15663.131836
	Iteration 60F: 3 clusters Score -6.140702e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 350001 members 
Entering Unmasked Estep 
Score: -61406996.000000 Penalty: 15663.131836
	Iteration 61Q: 3 clusters Score -6.1407e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 350042 members 
Entering Unmasked Estep 
Score: -61406980.000000 Penalty: 15663.131836
	Iteration 62Q: 3 clusters Score -6.140698e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 350070 members 
Entering Unmasked Estep 
Score: -61407000.000000 Penalty: 15663.131836
	Iteration 63Q: 3 clusters Score -6.1407e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 350106 members 
Entering Unmasked Estep 
Score: -61406996.000000 Penalty: 15663.131836
	Iteration 64Q: 3 clusters Score -6.1407e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 350138 members 
Entering Unmasked Estep 
Score: -61407044.000000 Penalty: 15663.131836
	Iteration 65Q: 3 clusters Score -6.140704e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 350175 members 
Entering Unmasked Estep 
Score: -61406996.000000 Penalty: 15663.131836
	Iteration 66Q: 3 clusters Score -6.1407e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 350209 members 
Entering Unmasked Estep 
Score: -61406956.000000 Penalty: 15663.131836
	Iteration 67Q: 3 clusters Score -6.140696e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 350233 members 
Entering Unmasked Estep 
Score: -61406972.000000 Penalty: 15663.131836
	Iteration 68Q: 3 clusters Score -6.140697e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 350250 members 
Entering Unmasked Estep 
Score: -61406924.000000 Penalty: 15663.131836
	Iteration 69Q: 3 clusters Score -6.140692e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 350275 members 
Entering Unmasked Estep 
Score: -61406900.000000 Penalty: 15663.131836
	Iteration 70Q: 3 clusters Score -6.14069e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 350303 members 
Entering Unmasked Estep 
Score: -61406932.000000 Penalty: 15663.131836
	Iteration 71Q: 3 clusters Score -6.140693e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 350322 members 
Entering Unmasked Estep 
Score: -61406948.000000 Penalty: 15663.131836
	Iteration 72Q: 3 clusters Score -6.140695e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 350340 members 
Entering Unmasked Estep 
Score: -61406920.000000 Penalty: 15663.131836
	Iteration 73Q: 3 clusters Score -6.140692e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 350355 members 
Entering Unmasked Estep 
Score: -61406948.000000 Penalty: 15663.131836
	Iteration 74Q: 3 clusters Score -6.140695e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 350367 members 
Entering Unmasked Estep 
Score: -61406972.000000 Penalty: 15663.131836
	Iteration 75Q: 3 clusters Score -6.140697e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 350377 members 
Entering Unmasked Estep 
Score: -61406944.000000 Penalty: 15663.131836
	Iteration 76Q: 3 clusters Score -6.140694e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 350383 members 
Entering Unmasked Estep 
Score: -61406944.000000 Penalty: 15663.131836
	Iteration 77Q: 3 clusters Score -6.140694e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 350392 members 
Entering Unmasked Estep 
Score: -61406952.000000 Penalty: 15663.131836
	Iteration 78Q: 3 clusters Score -6.140695e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 350398 members 
Entering Unmasked Estep 
Score: -61406904.000000 Penalty: 15663.131836
	Iteration 79Q: 3 clusters Score -6.14069e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 350400 members 
Entering Unmasked Estep 
Score: -61406940.000000 Penalty: 15663.131836
	Iteration 80F: 3 clusters Score -6.140694e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 350403 members 
Entering Unmasked Estep 
Score: -61406928.000000 Penalty: 15663.131836
	Iteration 81Q: 3 clusters Score -6.140693e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 350409 members 
Entering Unmasked Estep 
Score: -61406940.000000 Penalty: 15663.131836
	Iteration 82Q: 3 clusters Score -6.140694e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 350410 members 
Entering Unmasked Estep 
Score: -61406924.000000 Penalty: 15663.131836
	Iteration 83Q: 3 clusters Score -6.140692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 350412 members 
Entering Unmasked Estep 
Score: -61406936.000000 Penalty: 15663.131836
	Iteration 84Q: 3 clusters Score -6.140694e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 350417 members 
Entering Unmasked Estep 
Score: -61406948.000000 Penalty: 15663.131836
	Iteration 85Q: 3 clusters Score -6.140695e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 350421 members 
Entering Unmasked Estep 
Score: -61406952.000000 Penalty: 15663.131836
	Iteration 86Q: 3 clusters Score -6.140695e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 350421 members 
Entering Unmasked Estep 
Score: -61406956.000000 Penalty: 15663.131836
	Iteration 87Q: 3 clusters Score -6.140696e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 350421 members 
Entering Unmasked Estep 
Score: -61406960.000000 Penalty: 15663.131836
	Iteration 88Q: 3 clusters Score -6.140696e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 350422 members 
Entering Unmasked Estep 
Score: -61406956.000000 Penalty: 15663.131836
	Iteration 89Q: 3 clusters Score -6.140696e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 350426 members 
Entering Unmasked Estep 
Score: -61406956.000000 Penalty: 15663.131836
	Iteration 90Q: 3 clusters Score -6.140696e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 350430 members 
Entering Unmasked Estep 
Score: -61406992.000000 Penalty: 15663.131836
	Iteration 91Q: 3 clusters Score -6.140699e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 350433 members 
Entering Unmasked Estep 
Score: -61406972.000000 Penalty: 15663.131836
	Iteration 92Q: 3 clusters Score -6.140697e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 350438 members 
Entering Unmasked Estep 
Score: -61406956.000000 Penalty: 15663.131836
	Iteration 93Q: 3 clusters Score -6.140696e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 350441 members 
Entering Unmasked Estep 
Score: -61406988.000000 Penalty: 15663.131836
	Iteration 94Q: 3 clusters Score -6.140699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 350443 members 
Entering Unmasked Estep 
Score: -61406992.000000 Penalty: 15663.131836
	Iteration 95Q: 3 clusters Score -6.140699e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 350444 members 
Entering Unmasked Estep 
Score: -61406988.000000 Penalty: 15663.131836
	Iteration 96Q: 3 clusters Score -6.140699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 350446 members 
Entering Unmasked Estep 
Score: -61406960.000000 Penalty: 15663.131836
	Iteration 97Q: 3 clusters Score -6.140696e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 350447 members 
Entering Unmasked Estep 
Score: -61406976.000000 Penalty: 15663.131836
	Iteration 98Q: 3 clusters Score -6.140698e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 350448 members 
Entering Unmasked Estep 
Score: -61406972.000000 Penalty: 15663.131836
	Iteration 99Q: 3 clusters Score -6.140697e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 350450 members 
Entering Unmasked Estep 
Score: -61406976.000000 Penalty: 15663.131836
	Iteration 100F: 3 clusters Score -6.140698e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (92450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92450 members 
Entering Unmasked Estep 
Score: -15673903.000000 Penalty: 7003.584473
	Iteration 0F: 2 clusters Score -1.56739e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46041 members 
Mstep: Class 2 contains 46409 members 
Entering Unmasked Estep 
Score: -15610726.000000 Penalty: 14007.168945
	Iteration 0F: 3 clusters Score -1.561073e+07 nChanged 42222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44431 members 
Mstep: Class 2 contains 48019 members 
Entering Unmasked Estep 
Score: -15633488.000000 Penalty: 14007.168945
	Iteration 1F: 3 clusters Score -1.563349e+07 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43240 members 
Mstep: Class 2 contains 49210 members 
Entering Unmasked Estep 
Score: -15634544.000000 Penalty: 14007.168945
	Iteration 2Q: 3 clusters Score -1.563454e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41514 members 
Mstep: Class 2 contains 50936 members 
Entering Unmasked Estep 
Score: -15635556.000000 Penalty: 14007.168945
	Iteration 3Q: 3 clusters Score -1.563556e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39156 members 
Mstep: Class 2 contains 53294 members 
Entering Unmasked Estep 
Score: -15636634.000000 Penalty: 14007.168945
	Iteration 4Q: 3 clusters Score -1.563663e+07 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35863 members 
Mstep: Class 2 contains 56587 members 
Entering Unmasked Estep 
Score: -15638413.000000 Penalty: 14007.168945
	Iteration 5Q: 3 clusters Score -1.563841e+07 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31372 members 
Mstep: Class 2 contains 61078 members 
Entering Unmasked Estep 
Score: -15640959.000000 Penalty: 14007.168945
	Iteration 6F: 3 clusters Score -1.564096e+07 nChanged 6124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Mstep: Class 2 contains 66958 members 
Entering Unmasked Estep 
Score: -15645221.000000 Penalty: 14007.168945
	Iteration 7F: 3 clusters Score -1.564522e+07 nChanged 7209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 73991 members 
Entering Unmasked Estep 
Score: -15651428.000000 Penalty: 14007.168945
	Iteration 8F: 3 clusters Score -1.565143e+07 nChanged 7170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 81045 members 
Entering Unmasked Estep 
Score: -15658279.000000 Penalty: 14007.168945
	Iteration 9F: 3 clusters Score -1.565828e+07 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 86253 members 
Entering Unmasked Estep 
Score: -15663496.000000 Penalty: 14007.168945
	Iteration 10F: 3 clusters Score -1.56635e+07 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 89060 members 
Entering Unmasked Estep 
Score: -15666131.000000 Penalty: 14007.168945
	Iteration 11Q: 3 clusters Score -1.566613e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 90310 members 
Entering Unmasked Estep 
Score: -15667217.000000 Penalty: 14007.168945
	Iteration 12Q: 3 clusters Score -1.566722e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 90846 members 
Entering Unmasked Estep 
Score: -15667692.000000 Penalty: 14007.168945
	Iteration 13Q: 3 clusters Score -1.566769e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 91100 members 
Entering Unmasked Estep 
Score: -15667953.000000 Penalty: 14007.168945
	Iteration 14Q: 3 clusters Score -1.566795e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 91219 members 
Entering Unmasked Estep 
Score: -15668085.000000 Penalty: 14007.168945
	Iteration 15Q: 3 clusters Score -1.566808e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 91293 members 
Entering Unmasked Estep 
Score: -15668153.000000 Penalty: 14007.168945
	Iteration 16Q: 3 clusters Score -1.566815e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 91347 members 
Entering Unmasked Estep 
Score: -15668219.000000 Penalty: 14007.168945
	Iteration 17Q: 3 clusters Score -1.566822e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 91381 members 
Entering Unmasked Estep 
Score: -15668237.000000 Penalty: 14007.168945
	Iteration 18Q: 3 clusters Score -1.566824e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 91405 members 
Entering Unmasked Estep 
Score: -15668262.000000 Penalty: 14007.168945
	Iteration 19Q: 3 clusters Score -1.566826e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 91421 members 
Entering Unmasked Estep 
Score: -15668286.000000 Penalty: 14007.168945
	Iteration 20F: 3 clusters Score -1.566829e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 91438 members 
Entering Unmasked Estep 
Score: -15668296.000000 Penalty: 14007.168945
	Iteration 21Q: 3 clusters Score -1.56683e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 91448 members 
Entering Unmasked Estep 
Score: -15668323.000000 Penalty: 14007.168945
	Iteration 22Q: 3 clusters Score -1.566832e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 91451 members 
Entering Unmasked Estep 
Score: -15668333.000000 Penalty: 14007.168945
	Iteration 23Q: 3 clusters Score -1.566833e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 91457 members 
Entering Unmasked Estep 
Score: -15668339.000000 Penalty: 14007.168945
	Iteration 24Q: 3 clusters Score -1.566834e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 91460 members 
Entering Unmasked Estep 
Score: -15668328.000000 Penalty: 14007.168945
	Iteration 25Q: 3 clusters Score -1.566833e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 91464 members 
Entering Unmasked Estep 
Score: -15668318.000000 Penalty: 14007.168945
	Iteration 26Q: 3 clusters Score -1.566832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 91463 members 
Entering Unmasked Estep 
Score: -15668323.000000 Penalty: 14007.168945
	Iteration 27Q: 3 clusters Score -1.566832e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 91466 members 
Entering Unmasked Estep 
Score: -15668325.000000 Penalty: 14007.168945
	Iteration 28Q: 3 clusters Score -1.566832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 91467 members 
Entering Unmasked Estep 
Score: -15668323.000000 Penalty: 14007.168945
	Iteration 29Q: 3 clusters Score -1.566832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 91470 members 
Entering Unmasked Estep 
Score: -15668335.000000 Penalty: 14007.168945
	Iteration 30Q: 3 clusters Score -1.566834e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 91474 members 
Entering Unmasked Estep 
Score: -15668335.000000 Penalty: 14007.168945
	Iteration 31Q: 3 clusters Score -1.566834e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 91476 members 
Entering Unmasked Estep 
Score: -15668331.000000 Penalty: 14007.168945
	Iteration 32Q: 3 clusters Score -1.566833e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 91477 members 
Entering Unmasked Estep 
Score: -15668321.000000 Penalty: 14007.168945
	Iteration 33Q: 3 clusters Score -1.566832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 91480 members 
Entering Unmasked Estep 
Score: -15668337.000000 Penalty: 14007.168945
	Iteration 34Q: 3 clusters Score -1.566834e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 91481 members 
Entering Unmasked Estep 
Score: -15668334.000000 Penalty: 14007.168945
	Iteration 35Q: 3 clusters Score -1.566833e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 91483 members 
Entering Unmasked Estep 
Score: -15668342.000000 Penalty: 14007.168945
	Iteration 36Q: 3 clusters Score -1.566834e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 91483 members 
Entering Unmasked Estep 
Score: -15668342.000000 Penalty: 14007.168945
	Iteration 37F: 3 clusters Score -1.566834e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (583641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583641 members 
Entering Unmasked Estep 
Score: -100116040.000000 Penalty: 8132.187988
	Iteration 0F: 2 clusters Score -1.00116e+08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291328 members 
Mstep: Class 2 contains 292313 members 
Entering Unmasked Estep 
Score: -99792640.000000 Penalty: 16264.375977
	Iteration 0F: 3 clusters Score -9.979264e+07 nChanged 281698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286980 members 
Mstep: Class 2 contains 296661 members 
Entering Unmasked Estep 
Score: -99962352.000000 Penalty: 16264.375977
	Iteration 1F: 3 clusters Score -9.996235e+07 nChanged 16683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284185 members 
Mstep: Class 2 contains 299456 members 
Entering Unmasked Estep 
Score: -99966072.000000 Penalty: 16264.375977
	Iteration 2Q: 3 clusters Score -9.996607e+07 nChanged 18788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279855 members 
Mstep: Class 2 contains 303786 members 
Entering Unmasked Estep 
Score: -99970840.000000 Penalty: 16264.375977
	Iteration 3Q: 3 clusters Score -9.997084e+07 nChanged 21598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273181 members 
Mstep: Class 2 contains 310460 members 
Entering Unmasked Estep 
Score: -99978512.000000 Penalty: 16264.375977
	Iteration 4Q: 3 clusters Score -9.997851e+07 nChanged 24880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263247 members 
Mstep: Class 2 contains 320394 members 
Entering Unmasked Estep 
Score: -99988576.000000 Penalty: 16264.375977
	Iteration 5Q: 3 clusters Score -9.998858e+07 nChanged 28792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248749 members 
Mstep: Class 2 contains 334892 members 
Entering Unmasked Estep 
Score: -100004616.000000 Penalty: 16264.375977
	Iteration 6Q: 3 clusters Score -1.000046e+08 nChanged 32839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228776 members 
Mstep: Class 2 contains 354865 members 
Entering Unmasked Estep 
Score: -100024208.000000 Penalty: 16264.375977
	Iteration 7F: 3 clusters Score -1.000242e+08 nChanged 35391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203633 members 
Mstep: Class 2 contains 380008 members 
Entering Unmasked Estep 
Score: -100047464.000000 Penalty: 16264.375977
	Iteration 8F: 3 clusters Score -1.000475e+08 nChanged 35905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174920 members 
Mstep: Class 2 contains 408721 members 
Entering Unmasked Estep 
Score: -100071232.000000 Penalty: 16264.375977
	Iteration 9F: 3 clusters Score -1.000712e+08 nChanged 33582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145504 members 
Mstep: Class 2 contains 438137 members 
Entering Unmasked Estep 
Score: -100094184.000000 Penalty: 16264.375977
	Iteration 10F: 3 clusters Score -1.000942e+08 nChanged 29709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117609 members 
Mstep: Class 2 contains 466032 members 
Entering Unmasked Estep 
Score: -100108168.000000 Penalty: 16264.375977
	Iteration 11F: 3 clusters Score -1.001082e+08 nChanged 25117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93072 members 
Mstep: Class 2 contains 490569 members 
Entering Unmasked Estep 
Score: -100117168.000000 Penalty: 16264.375977
	Iteration 12Q: 3 clusters Score -1.001172e+08 nChanged 20885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72341 members 
Mstep: Class 2 contains 511300 members 
Entering Unmasked Estep 
Score: -100120328.000000 Penalty: 16264.375977
	Iteration 13Q: 3 clusters Score -1.001203e+08 nChanged 16727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55674 members 
Mstep: Class 2 contains 527967 members 
Entering Unmasked Estep 
Score: -100122264.000000 Penalty: 16264.375977
	Iteration 14Q: 3 clusters Score -1.001223e+08 nChanged 12953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42761 members 
Mstep: Class 2 contains 540880 members 
Entering Unmasked Estep 
Score: -100121800.000000 Penalty: 16264.375977
	Iteration 15Q: 3 clusters Score -1.001218e+08 nChanged 9630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33165 members 
Mstep: Class 2 contains 550476 members 
Entering Unmasked Estep 
Score: -100121080.000000 Penalty: 16264.375977
	Iteration 16Q: 3 clusters Score -1.001211e+08 nChanged 6832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26381 members 
Mstep: Class 2 contains 557260 members 
Entering Unmasked Estep 
Score: -100120464.000000 Penalty: 16264.375977
	Iteration 17Q: 3 clusters Score -1.001205e+08 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 562219 members 
Entering Unmasked Estep 
Score: -100119920.000000 Penalty: 16264.375977
	Iteration 18Q: 3 clusters Score -1.001199e+08 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 565605 members 
Entering Unmasked Estep 
Score: -100119480.000000 Penalty: 16264.375977
	Iteration 19Q: 3 clusters Score -1.001195e+08 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 567997 members 
Entering Unmasked Estep 
Score: -100119416.000000 Penalty: 16264.375977
	Iteration 20F: 3 clusters Score -1.001194e+08 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 569687 members 
Entering Unmasked Estep 
Score: -100118760.000000 Penalty: 16264.375977
	Iteration 21Q: 3 clusters Score -1.001188e+08 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 570914 members 
Entering Unmasked Estep 
Score: -100118608.000000 Penalty: 16264.375977
	Iteration 22Q: 3 clusters Score -1.001186e+08 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 571822 members 
Entering Unmasked Estep 
Score: -100118480.000000 Penalty: 16264.375977
	Iteration 23Q: 3 clusters Score -1.001185e+08 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 572496 members 
Entering Unmasked Estep 
Score: -100118368.000000 Penalty: 16264.375977
	Iteration 24Q: 3 clusters Score -1.001184e+08 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 573011 members 
Entering Unmasked Estep 
Score: -100118296.000000 Penalty: 16264.375977
	Iteration 25Q: 3 clusters Score -1.001183e+08 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 573400 members 
Entering Unmasked Estep 
Score: -100118152.000000 Penalty: 16264.375977
	Iteration 26Q: 3 clusters Score -1.001182e+08 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 573730 members 
Entering Unmasked Estep 
Score: -100118072.000000 Penalty: 16264.375977
	Iteration 27Q: 3 clusters Score -1.001181e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 574031 members 
Entering Unmasked Estep 
Score: -100118104.000000 Penalty: 16264.375977
	Iteration 28Q: 3 clusters Score -1.001181e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 574265 members 
Entering Unmasked Estep 
Score: -100118024.000000 Penalty: 16264.375977
	Iteration 29Q: 3 clusters Score -1.00118e+08 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 574459 members 
Entering Unmasked Estep 
Score: -100117856.000000 Penalty: 16264.375977
	Iteration 30Q: 3 clusters Score -1.001179e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 574612 members 
Entering Unmasked Estep 
Score: -100117952.000000 Penalty: 16264.375977
	Iteration 31Q: 3 clusters Score -1.00118e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 574749 members 
Entering Unmasked Estep 
Score: -100117992.000000 Penalty: 16264.375977
	Iteration 32Q: 3 clusters Score -1.00118e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 574863 members 
Entering Unmasked Estep 
Score: -100117976.000000 Penalty: 16264.375977
	Iteration 33Q: 3 clusters Score -1.00118e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 574976 members 
Entering Unmasked Estep 
Score: -100117872.000000 Penalty: 16264.375977
	Iteration 34Q: 3 clusters Score -1.001179e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 575070 members 
Entering Unmasked Estep 
Score: -100117816.000000 Penalty: 16264.375977
	Iteration 35Q: 3 clusters Score -1.001178e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 575168 members 
Entering Unmasked Estep 
Score: -100117744.000000 Penalty: 16264.375977
	Iteration 36Q: 3 clusters Score -1.001177e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 575240 members 
Entering Unmasked Estep 
Score: -100117648.000000 Penalty: 16264.375977
	Iteration 37Q: 3 clusters Score -1.001176e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 575306 members 
Entering Unmasked Estep 
Score: -100117704.000000 Penalty: 16264.375977
	Iteration 38Q: 3 clusters Score -1.001177e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 575382 members 
Entering Unmasked Estep 
Score: -100117768.000000 Penalty: 16264.375977
	Iteration 39Q: 3 clusters Score -1.001178e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 575435 members 
Entering Unmasked Estep 
Score: -100117672.000000 Penalty: 16264.375977
	Iteration 40F: 3 clusters Score -1.001177e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 575478 members 
Entering Unmasked Estep 
Score: -100117648.000000 Penalty: 16264.375977
	Iteration 41Q: 3 clusters Score -1.001176e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 575508 members 
Entering Unmasked Estep 
Score: -100117592.000000 Penalty: 16264.375977
	Iteration 42Q: 3 clusters Score -1.001176e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 575531 members 
Entering Unmasked Estep 
Score: -100117616.000000 Penalty: 16264.375977
	Iteration 43Q: 3 clusters Score -1.001176e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 575553 members 
Entering Unmasked Estep 
Score: -100117616.000000 Penalty: 16264.375977
	Iteration 44Q: 3 clusters Score -1.001176e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 575566 members 
Entering Unmasked Estep 
Score: -100117688.000000 Penalty: 16264.375977
	Iteration 45Q: 3 clusters Score -1.001177e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 575573 members 
Entering Unmasked Estep 
Score: -100117632.000000 Penalty: 16264.375977
	Iteration 46Q: 3 clusters Score -1.001176e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 575577 members 
Entering Unmasked Estep 
Score: -100117672.000000 Penalty: 16264.375977
	Iteration 47Q: 3 clusters Score -1.001177e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 575581 members 
Entering Unmasked Estep 
Score: -100117616.000000 Penalty: 16264.375977
	Iteration 48Q: 3 clusters Score -1.001176e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 575582 members 
Entering Unmasked Estep 
Score: -100117608.000000 Penalty: 16264.375977
	Iteration 49Q: 3 clusters Score -1.001176e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 575585 members 
Entering Unmasked Estep 
Score: -100117632.000000 Penalty: 16264.375977
	Iteration 50Q: 3 clusters Score -1.001176e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 575585 members 
Entering Unmasked Estep 
Score: -100117656.000000 Penalty: 16264.375977
	Iteration 51Q: 3 clusters Score -1.001177e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 575589 members 
Entering Unmasked Estep 
Score: -100117688.000000 Penalty: 16264.375977
	Iteration 52Q: 3 clusters Score -1.001177e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 575594 members 
Entering Unmasked Estep 
Score: -100117712.000000 Penalty: 16264.375977
	Iteration 53Q: 3 clusters Score -1.001177e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 575596 members 
Entering Unmasked Estep 
Score: -100117688.000000 Penalty: 16264.375977
	Iteration 54Q: 3 clusters Score -1.001177e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 575599 members 
Entering Unmasked Estep 
Score: -100117688.000000 Penalty: 16264.375977
	Iteration 55Q: 3 clusters Score -1.001177e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 575600 members 
Entering Unmasked Estep 
Score: -100117720.000000 Penalty: 16264.375977
	Iteration 56Q: 3 clusters Score -1.001177e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 575601 members 
Entering Unmasked Estep 
Score: -100117688.000000 Penalty: 16264.375977
	Iteration 57Q: 3 clusters Score -1.001177e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 575604 members 
Entering Unmasked Estep 
Score: -100117688.000000 Penalty: 16264.375977
	Iteration 58Q: 3 clusters Score -1.001177e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 575606 members 
Entering Unmasked Estep 
Score: -100117672.000000 Penalty: 16264.375977
	Iteration 59Q: 3 clusters Score -1.001177e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 575609 members 
Entering Unmasked Estep 
Score: -100117672.000000 Penalty: 16264.375977
	Iteration 60F: 3 clusters Score -1.001177e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 575611 members 
Entering Unmasked Estep 
Score: -100117680.000000 Penalty: 16264.375977
	Iteration 61Q: 3 clusters Score -1.001177e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 575612 members 
Entering Unmasked Estep 
Score: -100117696.000000 Penalty: 16264.375977
	Iteration 62Q: 3 clusters Score -1.001177e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 575614 members 
Entering Unmasked Estep 
Score: -100117696.000000 Penalty: 16264.375977
	Iteration 63Q: 3 clusters Score -1.001177e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 575612 members 
Entering Unmasked Estep 
Score: -100117680.000000 Penalty: 16264.375977
	Iteration 64Q: 3 clusters Score -1.001177e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 575613 members 
Entering Unmasked Estep 
Score: -100117696.000000 Penalty: 16264.375977
	Iteration 65Q: 3 clusters Score -1.001177e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 575613 members 
Entering Unmasked Estep 
Score: -100117640.000000 Penalty: 16264.375977
	Iteration 66Q: 3 clusters Score -1.001176e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 575616 members 
Entering Unmasked Estep 
Score: -100117688.000000 Penalty: 16264.375977
	Iteration 67Q: 3 clusters Score -1.001177e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 575621 members 
Entering Unmasked Estep 
Score: -100117680.000000 Penalty: 16264.375977
	Iteration 68Q: 3 clusters Score -1.001177e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 575626 members 
Entering Unmasked Estep 
Score: -100117632.000000 Penalty: 16264.375977
	Iteration 69Q: 3 clusters Score -1.001176e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 575633 members 
Entering Unmasked Estep 
Score: -100117696.000000 Penalty: 16264.375977
	Iteration 70Q: 3 clusters Score -1.001177e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 575641 members 
Entering Unmasked Estep 
Score: -100117720.000000 Penalty: 16264.375977
	Iteration 71Q: 3 clusters Score -1.001177e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 575642 members 
Entering Unmasked Estep 
Score: -100117712.000000 Penalty: 16264.375977
	Iteration 72Q: 3 clusters Score -1.001177e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 575643 members 
Entering Unmasked Estep 
Score: -100117680.000000 Penalty: 16264.375977
	Iteration 73Q: 3 clusters Score -1.001177e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 575639 members 
Entering Unmasked Estep 
Score: -100117672.000000 Penalty: 16264.375977
	Iteration 74Q: 3 clusters Score -1.001177e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 575639 members 
Entering Unmasked Estep 
Score: -100117680.000000 Penalty: 16264.375977
	Iteration 75Q: 3 clusters Score -1.001177e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 575642 members 
Entering Unmasked Estep 
Score: -100117680.000000 Penalty: 16264.375977
	Iteration 76Q: 3 clusters Score -1.001177e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 575643 members 
Entering Unmasked Estep 
Score: -100117696.000000 Penalty: 16264.375977
	Iteration 77Q: 3 clusters Score -1.001177e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 575640 members 
Entering Unmasked Estep 
Score: -100117656.000000 Penalty: 16264.375977
	Iteration 78Q: 3 clusters Score -1.001177e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 575641 members 
Entering Unmasked Estep 
Score: -100117640.000000 Penalty: 16264.375977
	Iteration 79Q: 3 clusters Score -1.001176e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 575641 members 
Entering Unmasked Estep 
Score: -100117616.000000 Penalty: 16264.375977
	Iteration 80F: 3 clusters Score -1.001176e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 575643 members 
Entering Unmasked Estep 
Score: -100117672.000000 Penalty: 16264.375977
	Iteration 81Q: 3 clusters Score -1.001177e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 575643 members 
Entering Unmasked Estep 
Score: -100117648.000000 Penalty: 16264.375977
	Iteration 82Q: 3 clusters Score -1.001176e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 575643 members 
Entering Unmasked Estep 
Score: -100117648.000000 Penalty: 16264.375977
	Iteration 83F: 3 clusters Score -1.001176e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 22826 members 
Mstep: Class 3 contains 6961 members 
Mstep: Class 4 contains 50973 members 
Mstep: Class 5 contains 131345 members 
Mstep: Class 6 contains 1149 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 32369 members 
Mstep: Class 9 contains 24537 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22798 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38424 members 
Mstep: Class 15 contains 357264 members 
Mstep: Class 16 contains 575643 members 
Mstep: Class 17 contains 92450 members 
Mstep: Class 19 contains 7998 members 
Mstep: Class 21 contains 1911 members 
Entering Unmasked Estep 
Score: -233302448.000000 Penalty: 164477.890625
Splitting cluster 19 changes total score from -233301568.000000 to -233302448.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 21 (1911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Entering Unmasked Estep 
Score: -300232.656250 Penalty: 4627.671387
	Iteration 0F: 2 clusters Score -300232.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -295495.000000 Penalty: 9255.342773
	Iteration 0F: 3 clusters Score -295495 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -296214.187500 Penalty: 9255.342773
	Iteration 1F: 3 clusters Score -296214.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -296463.812500 Penalty: 9255.342773
	Iteration 2F: 3 clusters Score -296463.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -296622.781250 Penalty: 9255.342773
	Iteration 3Q: 3 clusters Score -296622.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -296757.656250 Penalty: 9255.342773
	Iteration 4Q: 3 clusters Score -296757.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -296861.062500 Penalty: 9255.342773
	Iteration 5Q: 3 clusters Score -296861.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -296933.093750 Penalty: 9255.342773
	Iteration 6Q: 3 clusters Score -296933.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -296982.656250 Penalty: 9255.342773
	Iteration 7Q: 3 clusters Score -296982.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -297012.156250 Penalty: 9255.342773
	Iteration 8Q: 3 clusters Score -297012.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -297048.437500 Penalty: 9255.342773
	Iteration 9Q: 3 clusters Score -297048.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -297081.968750 Penalty: 9255.342773
	Iteration 10Q: 3 clusters Score -297082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -297103.406250 Penalty: 9255.342773
	Iteration 11Q: 3 clusters Score -297103.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -297118.281250 Penalty: 9255.342773
	Iteration 12Q: 3 clusters Score -297118.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -297128.187500 Penalty: 9255.342773
	Iteration 13Q: 3 clusters Score -297128.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -297143.312500 Penalty: 9255.342773
	Iteration 14Q: 3 clusters Score -297143.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -297153.000000 Penalty: 9255.342773
	Iteration 15Q: 3 clusters Score -297153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -297164.375000 Penalty: 9255.342773
	Iteration 16Q: 3 clusters Score -297164.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -297182.812500 Penalty: 9255.342773
	Iteration 17Q: 3 clusters Score -297182.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -297206.593750 Penalty: 9255.342773
	Iteration 18Q: 3 clusters Score -297206.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -297233.656250 Penalty: 9255.342773
	Iteration 19Q: 3 clusters Score -297233.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -297258.312500 Penalty: 9255.342773
	Iteration 20F: 3 clusters Score -297258.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -297276.406250 Penalty: 9255.342773
	Iteration 21Q: 3 clusters Score -297276.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -297305.812500 Penalty: 9255.342773
	Iteration 22Q: 3 clusters Score -297305.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -297338.968750 Penalty: 9255.342773
	Iteration 23Q: 3 clusters Score -297339 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -297360.593750 Penalty: 9255.342773
	Iteration 24Q: 3 clusters Score -297360.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -297370.031250 Penalty: 9255.342773
	Iteration 25Q: 3 clusters Score -297370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -297374.500000 Penalty: 9255.342773
	Iteration 26Q: 3 clusters Score -297374.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -297385.750000 Penalty: 9255.342773
	Iteration 27Q: 3 clusters Score -297385.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -297397.500000 Penalty: 9255.342773
	Iteration 28Q: 3 clusters Score -297397.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -297410.125000 Penalty: 9255.342773
	Iteration 29Q: 3 clusters Score -297410.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -297413.000000 Penalty: 9255.342773
	Iteration 30Q: 3 clusters Score -297413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -297415.593750 Penalty: 9255.342773
	Iteration 31Q: 3 clusters Score -297415.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -297416.125000 Penalty: 9255.342773
	Iteration 32Q: 3 clusters Score -297416.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -297417.812500 Penalty: 9255.342773
	Iteration 33Q: 3 clusters Score -297417.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -297417.812500 Penalty: 9255.342773
	Iteration 34F: 3 clusters Score -297417.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 22826 members 
Mstep: Class 3 contains 6961 members 
Mstep: Class 4 contains 50973 members 
Mstep: Class 5 contains 131345 members 
Mstep: Class 6 contains 1149 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 32369 members 
Mstep: Class 9 contains 24537 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22798 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38424 members 
Mstep: Class 15 contains 357264 members 
Mstep: Class 17 contains 92450 members 
Mstep: Class 19 contains 7998 members 
Mstep: Class 21 contains 1911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304336.000000 Penalty: 164477.890625
Iteration 79Q: 20 clusters Score -2.333043e+08 nChanged 7638
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 22179 members 
Mstep: Class 3 contains 6945 members 
Mstep: Class 4 contains 50914 members 
Mstep: Class 5 contains 131308 members 
Mstep: Class 6 contains 1149 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 32348 members 
Mstep: Class 9 contains 24551 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22804 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38449 members 
Mstep: Class 15 contains 357064 members 
Mstep: Class 16 contains 575231 members 
Mstep: Class 17 contains 92432 members 
Mstep: Class 19 contains 9365 members 
Mstep: Class 21 contains 1909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233306048.000000 Penalty: 164477.890625
Iteration 80F: 20 clusters Score -2.33306e+08 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 21594 members 
Mstep: Class 3 contains 6937 members 
Mstep: Class 4 contains 50869 members 
Mstep: Class 5 contains 131268 members 
Mstep: Class 6 contains 1150 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 32390 members 
Mstep: Class 9 contains 24560 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22808 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38466 members 
Mstep: Class 15 contains 356612 members 
Mstep: Class 16 contains 575233 members 
Mstep: Class 17 contains 92450 members 
Mstep: Class 19 contains 10399 members 
Mstep: Class 21 contains 1909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233307120.000000 Penalty: 164477.890625
Iteration 81Q: 20 clusters Score -2.333071e+08 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 20995 members 
Mstep: Class 3 contains 6927 members 
Mstep: Class 4 contains 50822 members 
Mstep: Class 5 contains 131228 members 
Mstep: Class 6 contains 1150 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 32452 members 
Mstep: Class 9 contains 24565 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22801 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38478 members 
Mstep: Class 15 contains 356007 members 
Mstep: Class 16 contains 575350 members 
Mstep: Class 17 contains 92610 members 
Mstep: Class 19 contains 11346 members 
Mstep: Class 21 contains 1912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233307904.000000 Penalty: 164477.890625
Iteration 82Q: 20 clusters Score -2.333079e+08 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 20402 members 
Mstep: Class 3 contains 6916 members 
Mstep: Class 4 contains 50782 members 
Mstep: Class 5 contains 131211 members 
Mstep: Class 6 contains 1150 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 32504 members 
Mstep: Class 9 contains 24566 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22801 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38497 members 
Mstep: Class 15 contains 355362 members 
Mstep: Class 16 contains 575534 members 
Mstep: Class 17 contains 92822 members 
Mstep: Class 19 contains 12182 members 
Mstep: Class 21 contains 1914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233308128.000000 Penalty: 164477.890625
Iteration 83Q: 20 clusters Score -2.333081e+08 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 19801 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 50750 members 
Mstep: Class 5 contains 131211 members 
Mstep: Class 6 contains 1150 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 32551 members 
Mstep: Class 9 contains 24577 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22795 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38504 members 
Mstep: Class 15 contains 354759 members 
Mstep: Class 16 contains 575649 members 
Mstep: Class 17 contains 93089 members 
Mstep: Class 19 contains 12977 members 
Mstep: Class 21 contains 1917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233307840.000000 Penalty: 164477.890625
Iteration 84Q: 20 clusters Score -2.333078e+08 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 19209 members 
Mstep: Class 3 contains 6912 members 
Mstep: Class 4 contains 50721 members 
Mstep: Class 5 contains 131228 members 
Mstep: Class 6 contains 1150 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 32587 members 
Mstep: Class 9 contains 24585 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22795 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38508 members 
Mstep: Class 15 contains 354186 members 
Mstep: Class 16 contains 575751 members 
Mstep: Class 17 contains 93428 members 
Mstep: Class 19 contains 13668 members 
Mstep: Class 21 contains 1917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233308560.000000 Penalty: 164477.890625
Iteration 85Q: 20 clusters Score -2.333086e+08 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 18604 members 
Mstep: Class 3 contains 6908 members 
Mstep: Class 4 contains 50694 members 
Mstep: Class 5 contains 131227 members 
Mstep: Class 6 contains 1150 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 32621 members 
Mstep: Class 9 contains 24589 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22793 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38517 members 
Mstep: Class 15 contains 353663 members 
Mstep: Class 16 contains 575875 members 
Mstep: Class 17 contains 93781 members 
Mstep: Class 19 contains 14305 members 
Mstep: Class 21 contains 1918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233308976.000000 Penalty: 164477.890625
Iteration 86Q: 20 clusters Score -2.33309e+08 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 18044 members 
Mstep: Class 3 contains 6905 members 
Mstep: Class 4 contains 50679 members 
Mstep: Class 5 contains 131242 members 
Mstep: Class 6 contains 1150 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 32651 members 
Mstep: Class 9 contains 24588 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22792 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38530 members 
Mstep: Class 15 contains 353135 members 
Mstep: Class 16 contains 576014 members 
Mstep: Class 17 contains 94119 members 
Mstep: Class 19 contains 14880 members 
Mstep: Class 21 contains 1916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233309584.000000 Penalty: 164477.890625
Iteration 87Q: 20 clusters Score -2.333096e+08 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 17497 members 
Mstep: Class 3 contains 6906 members 
Mstep: Class 4 contains 50649 members 
Mstep: Class 5 contains 131256 members 
Mstep: Class 6 contains 1150 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 32671 members 
Mstep: Class 9 contains 24591 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22795 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38544 members 
Mstep: Class 15 contains 352721 members 
Mstep: Class 16 contains 576066 members 
Mstep: Class 17 contains 94484 members 
Mstep: Class 19 contains 15398 members 
Mstep: Class 21 contains 1916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233309872.000000 Penalty: 164477.890625
Iteration 88Q: 20 clusters Score -2.333099e+08 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 16943 members 
Mstep: Class 3 contains 6907 members 
Mstep: Class 4 contains 50626 members 
Mstep: Class 5 contains 131261 members 
Mstep: Class 6 contains 1150 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 32682 members 
Mstep: Class 9 contains 24597 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22796 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38559 members 
Mstep: Class 15 contains 352386 members 
Mstep: Class 16 contains 576139 members 
Mstep: Class 17 contains 94846 members 
Mstep: Class 19 contains 15836 members 
Mstep: Class 21 contains 1916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233310624.000000 Penalty: 164477.890625
Iteration 89Q: 20 clusters Score -2.333106e+08 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 16422 members 
Mstep: Class 3 contains 6907 members 
Mstep: Class 4 contains 50625 members 
Mstep: Class 5 contains 131278 members 
Mstep: Class 6 contains 1149 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 32694 members 
Mstep: Class 9 contains 24612 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22792 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38575 members 
Mstep: Class 15 contains 352092 members 
Mstep: Class 16 contains 576168 members 
Mstep: Class 17 contains 95216 members 
Mstep: Class 19 contains 16199 members 
Mstep: Class 21 contains 1916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233310528.000000 Penalty: 164477.890625
Iteration 90Q: 20 clusters Score -2.333105e+08 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 15928 members 
Mstep: Class 3 contains 6908 members 
Mstep: Class 4 contains 50617 members 
Mstep: Class 5 contains 131294 members 
Mstep: Class 6 contains 1147 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 32717 members 
Mstep: Class 9 contains 24616 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22788 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38583 members 
Mstep: Class 15 contains 351856 members 
Mstep: Class 16 contains 576181 members 
Mstep: Class 17 contains 95590 members 
Mstep: Class 19 contains 16502 members 
Mstep: Class 21 contains 1916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233310496.000000 Penalty: 164477.890625
Iteration 91Q: 20 clusters Score -2.333105e+08 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 15497 members 
Mstep: Class 3 contains 6905 members 
Mstep: Class 4 contains 50606 members 
Mstep: Class 5 contains 131293 members 
Mstep: Class 6 contains 1147 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 32759 members 
Mstep: Class 9 contains 24621 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22790 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38590 members 
Mstep: Class 15 contains 351630 members 
Mstep: Class 16 contains 576196 members 
Mstep: Class 17 contains 95875 members 
Mstep: Class 19 contains 16818 members 
Mstep: Class 21 contains 1916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311136.000000 Penalty: 164477.890625
Iteration 92Q: 20 clusters Score -2.333111e+08 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 15087 members 
Mstep: Class 3 contains 6905 members 
Mstep: Class 4 contains 50597 members 
Mstep: Class 5 contains 131314 members 
Mstep: Class 6 contains 1146 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 32776 members 
Mstep: Class 9 contains 24628 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22791 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38608 members 
Mstep: Class 15 contains 351471 members 
Mstep: Class 16 contains 576181 members 
Mstep: Class 17 contains 96131 members 
Mstep: Class 19 contains 17092 members 
Mstep: Class 21 contains 1916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311072.000000 Penalty: 164477.890625
Iteration 93Q: 20 clusters Score -2.333111e+08 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 14698 members 
Mstep: Class 3 contains 6903 members 
Mstep: Class 4 contains 50588 members 
Mstep: Class 5 contains 131328 members 
Mstep: Class 6 contains 1146 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 32807 members 
Mstep: Class 9 contains 24639 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22792 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38611 members 
Mstep: Class 15 contains 351375 members 
Mstep: Class 16 contains 576136 members 
Mstep: Class 17 contains 96378 members 
Mstep: Class 19 contains 17325 members 
Mstep: Class 21 contains 1917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311456.000000 Penalty: 164477.890625
Iteration 94Q: 20 clusters Score -2.333115e+08 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 14354 members 
Mstep: Class 3 contains 6900 members 
Mstep: Class 4 contains 50592 members 
Mstep: Class 5 contains 131351 members 
Mstep: Class 6 contains 1146 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 32827 members 
Mstep: Class 9 contains 24641 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22794 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38606 members 
Mstep: Class 15 contains 351265 members 
Mstep: Class 16 contains 576154 members 
Mstep: Class 17 contains 96556 members 
Mstep: Class 19 contains 17540 members 
Mstep: Class 21 contains 1917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311696.000000 Penalty: 164477.890625
Iteration 95Q: 20 clusters Score -2.333117e+08 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 14032 members 
Mstep: Class 3 contains 6898 members 
Mstep: Class 4 contains 50593 members 
Mstep: Class 5 contains 131376 members 
Mstep: Class 6 contains 1146 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 32851 members 
Mstep: Class 9 contains 24645 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22793 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38620 members 
Mstep: Class 15 contains 351181 members 
Mstep: Class 16 contains 576182 members 
Mstep: Class 17 contains 96725 members 
Mstep: Class 19 contains 17684 members 
Mstep: Class 21 contains 1917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311680.000000 Penalty: 164477.890625
Iteration 96Q: 20 clusters Score -2.333117e+08 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 13732 members 
Mstep: Class 3 contains 6897 members 
Mstep: Class 4 contains 50599 members 
Mstep: Class 5 contains 131405 members 
Mstep: Class 6 contains 1146 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 32871 members 
Mstep: Class 9 contains 24648 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22791 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38614 members 
Mstep: Class 15 contains 351146 members 
Mstep: Class 16 contains 576177 members 
Mstep: Class 17 contains 96878 members 
Mstep: Class 19 contains 17822 members 
Mstep: Class 21 contains 1917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311680.000000 Penalty: 164477.890625
Iteration 97Q: 20 clusters Score -2.333117e+08 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 13501 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50605 members 
Mstep: Class 5 contains 131420 members 
Mstep: Class 6 contains 1146 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 32890 members 
Mstep: Class 9 contains 24648 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22793 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38620 members 
Mstep: Class 15 contains 351143 members 
Mstep: Class 16 contains 576169 members 
Mstep: Class 17 contains 96948 members 
Mstep: Class 19 contains 17948 members 
Mstep: Class 21 contains 1916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311456.000000 Penalty: 164477.890625
Iteration 98Q: 20 clusters Score -2.333115e+08 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 13308 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50609 members 
Mstep: Class 5 contains 131434 members 
Mstep: Class 6 contains 1146 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 32904 members 
Mstep: Class 9 contains 24650 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22794 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38622 members 
Mstep: Class 15 contains 351188 members 
Mstep: Class 16 contains 576098 members 
Mstep: Class 17 contains 97000 members 
Mstep: Class 19 contains 18078 members 
Mstep: Class 21 contains 1916 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 99Q: 20 clusters Score -2.333116e+08 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 13151 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50607 members 
Mstep: Class 5 contains 131440 members 
Mstep: Class 6 contains 1146 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 32929 members 
Mstep: Class 9 contains 24652 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22793 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38626 members 
Mstep: Class 15 contains 351204 members 
Mstep: Class 16 contains 576060 members 
Mstep: Class 17 contains 97021 members 
Mstep: Class 19 contains 18203 members 
Mstep: Class 21 contains 1915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311232.000000 Penalty: 164477.890625
Iteration 100F: 20 clusters Score -2.333112e+08 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 13021 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50612 members 
Mstep: Class 5 contains 131452 members 
Mstep: Class 6 contains 1146 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 32960 members 
Mstep: Class 9 contains 24652 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22793 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38620 members 
Mstep: Class 15 contains 351182 members 
Mstep: Class 16 contains 575993 members 
Mstep: Class 17 contains 97027 members 
Mstep: Class 19 contains 18376 members 
Mstep: Class 21 contains 1913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311200.000000 Penalty: 164477.890625
Iteration 101Q: 20 clusters Score -2.333112e+08 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 12908 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50605 members 
Mstep: Class 5 contains 131479 members 
Mstep: Class 6 contains 1146 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 32977 members 
Mstep: Class 9 contains 24651 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22793 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38616 members 
Mstep: Class 15 contains 351146 members 
Mstep: Class 16 contains 575922 members 
Mstep: Class 17 contains 97032 members 
Mstep: Class 19 contains 18560 members 
Mstep: Class 21 contains 1913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311536.000000 Penalty: 164477.890625
Iteration 102Q: 20 clusters Score -2.333115e+08 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 12809 members 
Mstep: Class 3 contains 6894 members 
Mstep: Class 4 contains 50603 members 
Mstep: Class 5 contains 131497 members 
Mstep: Class 6 contains 1146 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 32984 members 
Mstep: Class 9 contains 24650 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22792 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38616 members 
Mstep: Class 15 contains 351099 members 
Mstep: Class 16 contains 575889 members 
Mstep: Class 17 contains 97043 members 
Mstep: Class 19 contains 18710 members 
Mstep: Class 21 contains 1912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311360.000000 Penalty: 164477.890625
Iteration 103Q: 20 clusters Score -2.333114e+08 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 12694 members 
Mstep: Class 3 contains 6895 members 
Mstep: Class 4 contains 50604 members 
Mstep: Class 5 contains 131515 members 
Mstep: Class 6 contains 1145 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 32999 members 
Mstep: Class 9 contains 24654 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22791 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38613 members 
Mstep: Class 15 contains 351058 members 
Mstep: Class 16 contains 575838 members 
Mstep: Class 17 contains 97069 members 
Mstep: Class 19 contains 18858 members 
Mstep: Class 21 contains 1911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311552.000000 Penalty: 164477.890625
Iteration 104Q: 20 clusters Score -2.333116e+08 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 12607 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50600 members 
Mstep: Class 5 contains 131533 members 
Mstep: Class 6 contains 1144 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33022 members 
Mstep: Class 9 contains 24655 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22791 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38614 members 
Mstep: Class 15 contains 351007 members 
Mstep: Class 16 contains 575811 members 
Mstep: Class 17 contains 97084 members 
Mstep: Class 19 contains 18970 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311456.000000 Penalty: 164477.890625
Iteration 105Q: 20 clusters Score -2.333115e+08 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 12531 members 
Mstep: Class 3 contains 6897 members 
Mstep: Class 4 contains 50598 members 
Mstep: Class 5 contains 131546 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33036 members 
Mstep: Class 9 contains 24655 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22790 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38616 members 
Mstep: Class 15 contains 350938 members 
Mstep: Class 16 contains 575812 members 
Mstep: Class 17 contains 97088 members 
Mstep: Class 19 contains 19084 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311488.000000 Penalty: 164477.890625
Iteration 106Q: 20 clusters Score -2.333115e+08 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 12471 members 
Mstep: Class 3 contains 6897 members 
Mstep: Class 4 contains 50605 members 
Mstep: Class 5 contains 131554 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33042 members 
Mstep: Class 9 contains 24658 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22789 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38618 members 
Mstep: Class 15 contains 350896 members 
Mstep: Class 16 contains 575816 members 
Mstep: Class 17 contains 97076 members 
Mstep: Class 19 contains 19169 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311232.000000 Penalty: 164477.890625
Iteration 107Q: 20 clusters Score -2.333112e+08 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 12414 members 
Mstep: Class 3 contains 6897 members 
Mstep: Class 4 contains 50593 members 
Mstep: Class 5 contains 131566 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33044 members 
Mstep: Class 9 contains 24661 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22790 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38620 members 
Mstep: Class 15 contains 350870 members 
Mstep: Class 16 contains 575825 members 
Mstep: Class 17 contains 97064 members 
Mstep: Class 19 contains 19246 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311008.000000 Penalty: 164477.890625
Iteration 108Q: 20 clusters Score -2.33311e+08 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 12366 members 
Mstep: Class 3 contains 6897 members 
Mstep: Class 4 contains 50582 members 
Mstep: Class 5 contains 131587 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33052 members 
Mstep: Class 9 contains 24661 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22787 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38614 members 
Mstep: Class 15 contains 350839 members 
Mstep: Class 16 contains 575819 members 
Mstep: Class 17 contains 97060 members 
Mstep: Class 19 contains 19325 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233310800.000000 Penalty: 164477.890625
Iteration 109Q: 20 clusters Score -2.333108e+08 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 12319 members 
Mstep: Class 3 contains 6897 members 
Mstep: Class 4 contains 50579 members 
Mstep: Class 5 contains 131592 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33045 members 
Mstep: Class 9 contains 24661 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22786 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38617 members 
Mstep: Class 15 contains 350838 members 
Mstep: Class 16 contains 575797 members 
Mstep: Class 17 contains 97060 members 
Mstep: Class 19 contains 19397 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233310912.000000 Penalty: 164477.890625
Iteration 110Q: 20 clusters Score -2.333109e+08 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 12268 members 
Mstep: Class 3 contains 6897 members 
Mstep: Class 4 contains 50577 members 
Mstep: Class 5 contains 131594 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33040 members 
Mstep: Class 9 contains 24660 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22785 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38615 members 
Mstep: Class 15 contains 350817 members 
Mstep: Class 16 contains 575793 members 
Mstep: Class 17 contains 97063 members 
Mstep: Class 19 contains 19478 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233310784.000000 Penalty: 164477.890625
Iteration 111Q: 20 clusters Score -2.333108e+08 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 12223 members 
Mstep: Class 3 contains 6897 members 
Mstep: Class 4 contains 50576 members 
Mstep: Class 5 contains 131590 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33044 members 
Mstep: Class 9 contains 24663 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22785 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38616 members 
Mstep: Class 15 contains 350780 members 
Mstep: Class 16 contains 575791 members 
Mstep: Class 17 contains 97063 members 
Mstep: Class 19 contains 19558 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233310768.000000 Penalty: 164477.890625
Iteration 112Q: 20 clusters Score -2.333108e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 12196 members 
Mstep: Class 3 contains 6897 members 
Mstep: Class 4 contains 50573 members 
Mstep: Class 5 contains 131608 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33050 members 
Mstep: Class 9 contains 24665 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22784 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38615 members 
Mstep: Class 15 contains 350729 members 
Mstep: Class 16 contains 575797 members 
Mstep: Class 17 contains 97043 members 
Mstep: Class 19 contains 19630 members 
Mstep: Class 21 contains 1909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233310832.000000 Penalty: 164477.890625
Iteration 113Q: 20 clusters Score -2.333108e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 12170 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50578 members 
Mstep: Class 5 contains 131619 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33050 members 
Mstep: Class 9 contains 24665 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22783 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38618 members 
Mstep: Class 15 contains 350694 members 
Mstep: Class 16 contains 575789 members 
Mstep: Class 17 contains 97031 members 
Mstep: Class 19 contains 19694 members 
Mstep: Class 21 contains 1909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311024.000000 Penalty: 164477.890625
Iteration 114Q: 20 clusters Score -2.33311e+08 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 12131 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50582 members 
Mstep: Class 5 contains 131624 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33052 members 
Mstep: Class 9 contains 24666 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22782 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38616 members 
Mstep: Class 15 contains 350662 members 
Mstep: Class 16 contains 575793 members 
Mstep: Class 17 contains 97040 members 
Mstep: Class 19 contains 19743 members 
Mstep: Class 21 contains 1909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233310960.000000 Penalty: 164477.890625
Iteration 115Q: 20 clusters Score -2.33311e+08 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 12100 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50583 members 
Mstep: Class 5 contains 131636 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33054 members 
Mstep: Class 9 contains 24667 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22781 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38618 members 
Mstep: Class 15 contains 350628 members 
Mstep: Class 16 contains 575771 members 
Mstep: Class 17 contains 97049 members 
Mstep: Class 19 contains 19804 members 
Mstep: Class 21 contains 1909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311008.000000 Penalty: 164477.890625
Iteration 116Q: 20 clusters Score -2.33311e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 12071 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50585 members 
Mstep: Class 5 contains 131650 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33053 members 
Mstep: Class 9 contains 24665 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22780 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38619 members 
Mstep: Class 15 contains 350614 members 
Mstep: Class 16 contains 575748 members 
Mstep: Class 17 contains 97061 members 
Mstep: Class 19 contains 19845 members 
Mstep: Class 21 contains 1909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311152.000000 Penalty: 164477.890625
Iteration 117Q: 20 clusters Score -2.333112e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 12047 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50584 members 
Mstep: Class 5 contains 131666 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33052 members 
Mstep: Class 9 contains 24664 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22779 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38618 members 
Mstep: Class 15 contains 350585 members 
Mstep: Class 16 contains 575751 members 
Mstep: Class 17 contains 97069 members 
Mstep: Class 19 contains 19875 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311264.000000 Penalty: 164477.890625
Iteration 118Q: 20 clusters Score -2.333113e+08 nChanged 209
Entering ConstructFrom: 
Score: -233311264.000000 Penalty: 164477.890625
Entering ConstructFrom: 
Trying to split cluster 1 (2220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Entering Unmasked Estep 
Score: -381265.250000 Penalty: 4719.473145
	Iteration 0F: 2 clusters Score -381265.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -376037.562500 Penalty: 9438.946289
	Iteration 0F: 3 clusters Score -376037.6 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -376683.656250 Penalty: 9438.946289
	Iteration 1F: 3 clusters Score -376683.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -376886.968750 Penalty: 9438.946289
	Iteration 2F: 3 clusters Score -376887 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -376987.031250 Penalty: 9438.946289
	Iteration 3Q: 3 clusters Score -376987 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -377042.562500 Penalty: 9438.946289
	Iteration 4Q: 3 clusters Score -377042.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -377071.687500 Penalty: 9438.946289
	Iteration 5Q: 3 clusters Score -377071.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -377097.343750 Penalty: 9438.946289
	Iteration 6Q: 3 clusters Score -377097.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -377109.281250 Penalty: 9438.946289
	Iteration 7Q: 3 clusters Score -377109.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -377121.031250 Penalty: 9438.946289
	Iteration 8Q: 3 clusters Score -377121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -377130.156250 Penalty: 9438.946289
	Iteration 9Q: 3 clusters Score -377130.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -377134.968750 Penalty: 9438.946289
	Iteration 10Q: 3 clusters Score -377135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -377141.343750 Penalty: 9438.946289
	Iteration 11Q: 3 clusters Score -377141.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -377146.937500 Penalty: 9438.946289
	Iteration 12Q: 3 clusters Score -377146.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -377147.156250 Penalty: 9438.946289
	Iteration 13Q: 3 clusters Score -377147.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -377148.187500 Penalty: 9438.946289
	Iteration 14Q: 3 clusters Score -377148.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -377148.187500 Penalty: 9438.946289
	Iteration 15F: 3 clusters Score -377148.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Entering Unmasked Estep 
Score: -1989456.125000 Penalty: 5754.738770
	Iteration 0F: 2 clusters Score -1989456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1977965.125000 Penalty: 11509.477539
	Iteration 0F: 3 clusters Score -1977965 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1980497.750000 Penalty: 11509.477539
	Iteration 1F: 3 clusters Score -1980498 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1980976.375000 Penalty: 11509.477539
	Iteration 2F: 3 clusters Score -1980976 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1981374.250000 Penalty: 11509.477539
	Iteration 3Q: 3 clusters Score -1981374 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1981771.250000 Penalty: 11509.477539
	Iteration 4Q: 3 clusters Score -1981771 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1982151.625000 Penalty: 11509.477539
	Iteration 5Q: 3 clusters Score -1982152 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1982539.875000 Penalty: 11509.477539
	Iteration 6Q: 3 clusters Score -1982540 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1982908.500000 Penalty: 11509.477539
	Iteration 7Q: 3 clusters Score -1982908 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1983283.875000 Penalty: 11509.477539
	Iteration 8Q: 3 clusters Score -1983284 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1983636.000000 Penalty: 11509.477539
	Iteration 9Q: 3 clusters Score -1983636 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1983966.750000 Penalty: 11509.477539
	Iteration 10Q: 3 clusters Score -1983967 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1984282.500000 Penalty: 11509.477539
	Iteration 11Q: 3 clusters Score -1984282 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1984542.375000 Penalty: 11509.477539
	Iteration 12Q: 3 clusters Score -1984542 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1984764.000000 Penalty: 11509.477539
	Iteration 13Q: 3 clusters Score -1984764 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1984933.750000 Penalty: 11509.477539
	Iteration 14Q: 3 clusters Score -1984934 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1985050.250000 Penalty: 11509.477539
	Iteration 15Q: 3 clusters Score -1985050 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1985141.500000 Penalty: 11509.477539
	Iteration 16Q: 3 clusters Score -1985142 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1985209.625000 Penalty: 11509.477539
	Iteration 17Q: 3 clusters Score -1985210 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1985269.875000 Penalty: 11509.477539
	Iteration 18Q: 3 clusters Score -1985270 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1985321.375000 Penalty: 11509.477539
	Iteration 19Q: 3 clusters Score -1985321 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1985361.125000 Penalty: 11509.477539
	Iteration 20F: 3 clusters Score -1985361 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1985389.375000 Penalty: 11509.477539
	Iteration 21Q: 3 clusters Score -1985389 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1985414.875000 Penalty: 11509.477539
	Iteration 22Q: 3 clusters Score -1985415 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1985432.250000 Penalty: 11509.477539
	Iteration 23Q: 3 clusters Score -1985432 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1985449.500000 Penalty: 11509.477539
	Iteration 24Q: 3 clusters Score -1985450 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1985462.375000 Penalty: 11509.477539
	Iteration 25Q: 3 clusters Score -1985462 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1985466.750000 Penalty: 11509.477539
	Iteration 26Q: 3 clusters Score -1985467 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1985476.125000 Penalty: 11509.477539
	Iteration 27Q: 3 clusters Score -1985476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1985476.750000 Penalty: 11509.477539
	Iteration 28Q: 3 clusters Score -1985477 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1985483.250000 Penalty: 11509.477539
	Iteration 29Q: 3 clusters Score -1985483 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1985483.625000 Penalty: 11509.477539
	Iteration 30Q: 3 clusters Score -1985484 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1985491.875000 Penalty: 11509.477539
	Iteration 31Q: 3 clusters Score -1985492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1985500.875000 Penalty: 11509.477539
	Iteration 32Q: 3 clusters Score -1985501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1985502.750000 Penalty: 11509.477539
	Iteration 33Q: 3 clusters Score -1985503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1985505.000000 Penalty: 11509.477539
	Iteration 34Q: 3 clusters Score -1985505 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1985512.500000 Penalty: 11509.477539
	Iteration 35Q: 3 clusters Score -1985512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1985511.875000 Penalty: 11509.477539
	Iteration 36Q: 3 clusters Score -1985512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1985516.250000 Penalty: 11509.477539
	Iteration 37Q: 3 clusters Score -1985516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1985516.000000 Penalty: 11509.477539
	Iteration 38Q: 3 clusters Score -1985516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1985518.375000 Penalty: 11509.477539
	Iteration 39Q: 3 clusters Score -1985518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1985520.000000 Penalty: 11509.477539
	Iteration 40F: 3 clusters Score -1985520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1985519.000000 Penalty: 11509.477539
	Iteration 41Q: 3 clusters Score -1985519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1985519.000000 Penalty: 11509.477539
	Iteration 42F: 3 clusters Score -1985519 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Entering Unmasked Estep 
Score: -1119282.375000 Penalty: 5413.701660
	Iteration 0F: 2 clusters Score -1119282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1110943.000000 Penalty: 10827.403320
	Iteration 0F: 3 clusters Score -1110943 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1112597.500000 Penalty: 10827.403320
	Iteration 1F: 3 clusters Score -1112598 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1113062.875000 Penalty: 10827.403320
	Iteration 2F: 3 clusters Score -1113063 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1113415.625000 Penalty: 10827.403320
	Iteration 3F: 3 clusters Score -1113416 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1113803.750000 Penalty: 10827.403320
	Iteration 4F: 3 clusters Score -1113804 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1114236.500000 Penalty: 10827.403320
	Iteration 5F: 3 clusters Score -1114236 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1114682.000000 Penalty: 10827.403320
	Iteration 6F: 3 clusters Score -1114682 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1115148.500000 Penalty: 10827.403320
	Iteration 7F: 3 clusters Score -1115148 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1115615.125000 Penalty: 10827.403320
	Iteration 8F: 3 clusters Score -1115615 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1116021.375000 Penalty: 10827.403320
	Iteration 9Q: 3 clusters Score -1116021 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1116349.375000 Penalty: 10827.403320
	Iteration 10Q: 3 clusters Score -1116349 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1116553.000000 Penalty: 10827.403320
	Iteration 11Q: 3 clusters Score -1116553 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1116695.875000 Penalty: 10827.403320
	Iteration 12Q: 3 clusters Score -1116696 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1116775.625000 Penalty: 10827.403320
	Iteration 13Q: 3 clusters Score -1116776 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1116822.500000 Penalty: 10827.403320
	Iteration 14Q: 3 clusters Score -1116822 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1116865.000000 Penalty: 10827.403320
	Iteration 15Q: 3 clusters Score -1116865 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1116919.500000 Penalty: 10827.403320
	Iteration 16Q: 3 clusters Score -1116920 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1116994.000000 Penalty: 10827.403320
	Iteration 17Q: 3 clusters Score -1116994 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1117034.125000 Penalty: 10827.403320
	Iteration 18Q: 3 clusters Score -1117034 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1117068.750000 Penalty: 10827.403320
	Iteration 19Q: 3 clusters Score -1117069 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1117093.250000 Penalty: 10827.403320
	Iteration 20F: 3 clusters Score -1117093 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1117108.375000 Penalty: 10827.403320
	Iteration 21Q: 3 clusters Score -1117108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1117117.500000 Penalty: 10827.403320
	Iteration 22Q: 3 clusters Score -1117118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1117126.375000 Penalty: 10827.403320
	Iteration 23Q: 3 clusters Score -1117126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1117130.750000 Penalty: 10827.403320
	Iteration 24Q: 3 clusters Score -1117131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1117133.500000 Penalty: 10827.403320
	Iteration 25Q: 3 clusters Score -1117134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1117140.250000 Penalty: 10827.403320
	Iteration 26Q: 3 clusters Score -1117140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1117142.375000 Penalty: 10827.403320
	Iteration 27Q: 3 clusters Score -1117142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1117143.000000 Penalty: 10827.403320
	Iteration 28Q: 3 clusters Score -1117143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1117143.000000 Penalty: 10827.403320
	Iteration 29F: 3 clusters Score -1117143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (50581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50581 members 
Entering Unmasked Estep 
Score: -8778484.000000 Penalty: 6634.190430
	Iteration 0F: 2 clusters Score -8778484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25287 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -8742470.000000 Penalty: 13268.380859
	Iteration 0F: 3 clusters Score -8742470 nChanged 22256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 25148 members 
Entering Unmasked Estep 
Score: -8754947.000000 Penalty: 13268.380859
	Iteration 1F: 3 clusters Score -8754947 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -8756543.000000 Penalty: 13268.380859
	Iteration 2F: 3 clusters Score -8756543 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -8758609.000000 Penalty: 13268.380859
	Iteration 3F: 3 clusters Score -8758609 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27580 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -8760952.000000 Penalty: 13268.380859
	Iteration 4F: 3 clusters Score -8760952 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29308 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -8763241.000000 Penalty: 13268.380859
	Iteration 5F: 3 clusters Score -8763241 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31457 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -8765598.000000 Penalty: 13268.380859
	Iteration 6F: 3 clusters Score -8765598 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33807 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -8767702.000000 Penalty: 13268.380859
	Iteration 7F: 3 clusters Score -8767702 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36040 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -8769517.000000 Penalty: 13268.380859
	Iteration 8F: 3 clusters Score -8769517 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38010 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -8770936.000000 Penalty: 13268.380859
	Iteration 9Q: 3 clusters Score -8770936 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39665 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -8771983.000000 Penalty: 13268.380859
	Iteration 10Q: 3 clusters Score -8771983 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41102 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -8772789.000000 Penalty: 13268.380859
	Iteration 11Q: 3 clusters Score -8772789 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42261 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -8773413.000000 Penalty: 13268.380859
	Iteration 12Q: 3 clusters Score -8773413 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43203 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -8773947.000000 Penalty: 13268.380859
	Iteration 13Q: 3 clusters Score -8773947 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44051 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -8774342.000000 Penalty: 13268.380859
	Iteration 14Q: 3 clusters Score -8774342 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44783 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -8774659.000000 Penalty: 13268.380859
	Iteration 15Q: 3 clusters Score -8774659 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45372 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -8774923.000000 Penalty: 13268.380859
	Iteration 16Q: 3 clusters Score -8774923 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45803 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -8775095.000000 Penalty: 13268.380859
	Iteration 17Q: 3 clusters Score -8775095 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46138 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -8775221.000000 Penalty: 13268.380859
	Iteration 18Q: 3 clusters Score -8775221 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46386 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -8775305.000000 Penalty: 13268.380859
	Iteration 19Q: 3 clusters Score -8775305 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46558 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -8775347.000000 Penalty: 13268.380859
	Iteration 20F: 3 clusters Score -8775347 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46682 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -8775376.000000 Penalty: 13268.380859
	Iteration 21Q: 3 clusters Score -8775376 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46783 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -8775420.000000 Penalty: 13268.380859
	Iteration 22Q: 3 clusters Score -8775420 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46878 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -8775434.000000 Penalty: 13268.380859
	Iteration 23Q: 3 clusters Score -8775434 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46944 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -8775452.000000 Penalty: 13268.380859
	Iteration 24Q: 3 clusters Score -8775452 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46987 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -8775466.000000 Penalty: 13268.380859
	Iteration 25Q: 3 clusters Score -8775466 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47020 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -8775474.000000 Penalty: 13268.380859
	Iteration 26Q: 3 clusters Score -8775474 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47049 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -8775478.000000 Penalty: 13268.380859
	Iteration 27Q: 3 clusters Score -8775478 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47078 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -8775492.000000 Penalty: 13268.380859
	Iteration 28Q: 3 clusters Score -8775492 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47094 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -8775487.000000 Penalty: 13268.380859
	Iteration 29Q: 3 clusters Score -8775487 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47108 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -8775497.000000 Penalty: 13268.380859
	Iteration 30Q: 3 clusters Score -8775497 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47118 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -8775499.000000 Penalty: 13268.380859
	Iteration 31Q: 3 clusters Score -8775499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47127 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -8775500.000000 Penalty: 13268.380859
	Iteration 32Q: 3 clusters Score -8775500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47138 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -8775505.000000 Penalty: 13268.380859
	Iteration 33Q: 3 clusters Score -8775505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47149 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -8775516.000000 Penalty: 13268.380859
	Iteration 34Q: 3 clusters Score -8775516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47164 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -8775500.000000 Penalty: 13268.380859
	Iteration 35Q: 3 clusters Score -8775500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47170 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -8775499.000000 Penalty: 13268.380859
	Iteration 36Q: 3 clusters Score -8775499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47177 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -8775498.000000 Penalty: 13268.380859
	Iteration 37Q: 3 clusters Score -8775498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47185 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -8775495.000000 Penalty: 13268.380859
	Iteration 38Q: 3 clusters Score -8775495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47192 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -8775511.000000 Penalty: 13268.380859
	Iteration 39Q: 3 clusters Score -8775511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47201 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -8775501.000000 Penalty: 13268.380859
	Iteration 40F: 3 clusters Score -8775501 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47214 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -8775504.000000 Penalty: 13268.380859
	Iteration 41Q: 3 clusters Score -8775504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47225 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -8775502.000000 Penalty: 13268.380859
	Iteration 42Q: 3 clusters Score -8775502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47238 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -8775514.000000 Penalty: 13268.380859
	Iteration 43Q: 3 clusters Score -8775514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47247 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -8775514.000000 Penalty: 13268.380859
	Iteration 44Q: 3 clusters Score -8775514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47258 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -8775517.000000 Penalty: 13268.380859
	Iteration 45Q: 3 clusters Score -8775517 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47266 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -8775527.000000 Penalty: 13268.380859
	Iteration 46Q: 3 clusters Score -8775527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47274 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -8775531.000000 Penalty: 13268.380859
	Iteration 47Q: 3 clusters Score -8775531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47278 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -8775542.000000 Penalty: 13268.380859
	Iteration 48Q: 3 clusters Score -8775542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47286 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -8775539.000000 Penalty: 13268.380859
	Iteration 49Q: 3 clusters Score -8775539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47296 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -8775540.000000 Penalty: 13268.380859
	Iteration 50Q: 3 clusters Score -8775540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47306 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -8775529.000000 Penalty: 13268.380859
	Iteration 51Q: 3 clusters Score -8775529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47311 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -8775528.000000 Penalty: 13268.380859
	Iteration 52Q: 3 clusters Score -8775528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47316 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -8775535.000000 Penalty: 13268.380859
	Iteration 53Q: 3 clusters Score -8775535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47318 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -8775540.000000 Penalty: 13268.380859
	Iteration 54Q: 3 clusters Score -8775540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47321 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -8775545.000000 Penalty: 13268.380859
	Iteration 55Q: 3 clusters Score -8775545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47324 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -8775550.000000 Penalty: 13268.380859
	Iteration 56Q: 3 clusters Score -8775550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47330 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -8775552.000000 Penalty: 13268.380859
	Iteration 57Q: 3 clusters Score -8775552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47332 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -8775547.000000 Penalty: 13268.380859
	Iteration 58Q: 3 clusters Score -8775547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47336 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -8775559.000000 Penalty: 13268.380859
	Iteration 59Q: 3 clusters Score -8775559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47336 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -8775559.000000 Penalty: 13268.380859
	Iteration 60F: 3 clusters Score -8775559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (131674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131674 members 
Entering Unmasked Estep 
Score: -22662910.000000 Penalty: 7220.201660
	Iteration 0F: 2 clusters Score -2.266291e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65799 members 
Mstep: Class 2 contains 65875 members 
Entering Unmasked Estep 
Score: -22573628.000000 Penalty: 14440.403320
	Iteration 0F: 3 clusters Score -2.257363e+07 nChanged 61023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66530 members 
Mstep: Class 2 contains 65144 members 
Entering Unmasked Estep 
Score: -22607898.000000 Penalty: 14440.403320
	Iteration 1F: 3 clusters Score -2.26079e+07 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66825 members 
Mstep: Class 2 contains 64849 members 
Entering Unmasked Estep 
Score: -22609398.000000 Penalty: 14440.403320
	Iteration 2Q: 3 clusters Score -2.26094e+07 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67123 members 
Mstep: Class 2 contains 64551 members 
Entering Unmasked Estep 
Score: -22610884.000000 Penalty: 14440.403320
	Iteration 3Q: 3 clusters Score -2.261088e+07 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67489 members 
Mstep: Class 2 contains 64185 members 
Entering Unmasked Estep 
Score: -22612578.000000 Penalty: 14440.403320
	Iteration 4Q: 3 clusters Score -2.261258e+07 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68031 members 
Mstep: Class 2 contains 63643 members 
Entering Unmasked Estep 
Score: -22614650.000000 Penalty: 14440.403320
	Iteration 5Q: 3 clusters Score -2.261465e+07 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68625 members 
Mstep: Class 2 contains 63049 members 
Entering Unmasked Estep 
Score: -22617266.000000 Penalty: 14440.403320
	Iteration 6Q: 3 clusters Score -2.261727e+07 nChanged 6236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69195 members 
Mstep: Class 2 contains 62479 members 
Entering Unmasked Estep 
Score: -22620400.000000 Penalty: 14440.403320
	Iteration 7Q: 3 clusters Score -2.26204e+07 nChanged 6951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69640 members 
Mstep: Class 2 contains 62034 members 
Entering Unmasked Estep 
Score: -22624638.000000 Penalty: 14440.403320
	Iteration 8F: 3 clusters Score -2.262464e+07 nChanged 7767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70179 members 
Mstep: Class 2 contains 61495 members 
Entering Unmasked Estep 
Score: -22630010.000000 Penalty: 14440.403320
	Iteration 9F: 3 clusters Score -2.263001e+07 nChanged 8326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70605 members 
Mstep: Class 2 contains 61069 members 
Entering Unmasked Estep 
Score: -22636624.000000 Penalty: 14440.403320
	Iteration 10F: 3 clusters Score -2.263662e+07 nChanged 8113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70970 members 
Mstep: Class 2 contains 60704 members 
Entering Unmasked Estep 
Score: -22642368.000000 Penalty: 14440.403320
	Iteration 11F: 3 clusters Score -2.264237e+07 nChanged 6618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71130 members 
Mstep: Class 2 contains 60544 members 
Entering Unmasked Estep 
Score: -22646252.000000 Penalty: 14440.403320
	Iteration 12F: 3 clusters Score -2.264625e+07 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71069 members 
Mstep: Class 2 contains 60605 members 
Entering Unmasked Estep 
Score: -22648418.000000 Penalty: 14440.403320
	Iteration 13Q: 3 clusters Score -2.264842e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70731 members 
Mstep: Class 2 contains 60943 members 
Entering Unmasked Estep 
Score: -22649422.000000 Penalty: 14440.403320
	Iteration 14Q: 3 clusters Score -2.264942e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70134 members 
Mstep: Class 2 contains 61540 members 
Entering Unmasked Estep 
Score: -22650138.000000 Penalty: 14440.403320
	Iteration 15Q: 3 clusters Score -2.265014e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69260 members 
Mstep: Class 2 contains 62414 members 
Entering Unmasked Estep 
Score: -22650930.000000 Penalty: 14440.403320
	Iteration 16Q: 3 clusters Score -2.265093e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68124 members 
Mstep: Class 2 contains 63550 members 
Entering Unmasked Estep 
Score: -22651760.000000 Penalty: 14440.403320
	Iteration 17Q: 3 clusters Score -2.265176e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66785 members 
Mstep: Class 2 contains 64889 members 
Entering Unmasked Estep 
Score: -22652694.000000 Penalty: 14440.403320
	Iteration 18Q: 3 clusters Score -2.265269e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65331 members 
Mstep: Class 2 contains 66343 members 
Entering Unmasked Estep 
Score: -22653678.000000 Penalty: 14440.403320
	Iteration 19Q: 3 clusters Score -2.265368e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63840 members 
Mstep: Class 2 contains 67834 members 
Entering Unmasked Estep 
Score: -22654472.000000 Penalty: 14440.403320
	Iteration 20F: 3 clusters Score -2.265447e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62289 members 
Mstep: Class 2 contains 69385 members 
Entering Unmasked Estep 
Score: -22655272.000000 Penalty: 14440.403320
	Iteration 21Q: 3 clusters Score -2.265527e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60731 members 
Mstep: Class 2 contains 70943 members 
Entering Unmasked Estep 
Score: -22655904.000000 Penalty: 14440.403320
	Iteration 22Q: 3 clusters Score -2.26559e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59198 members 
Mstep: Class 2 contains 72476 members 
Entering Unmasked Estep 
Score: -22656562.000000 Penalty: 14440.403320
	Iteration 23Q: 3 clusters Score -2.265656e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57825 members 
Mstep: Class 2 contains 73849 members 
Entering Unmasked Estep 
Score: -22657034.000000 Penalty: 14440.403320
	Iteration 24Q: 3 clusters Score -2.265703e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56577 members 
Mstep: Class 2 contains 75097 members 
Entering Unmasked Estep 
Score: -22657344.000000 Penalty: 14440.403320
	Iteration 25Q: 3 clusters Score -2.265734e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55492 members 
Mstep: Class 2 contains 76182 members 
Entering Unmasked Estep 
Score: -22657684.000000 Penalty: 14440.403320
	Iteration 26Q: 3 clusters Score -2.265768e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54503 members 
Mstep: Class 2 contains 77171 members 
Entering Unmasked Estep 
Score: -22657830.000000 Penalty: 14440.403320
	Iteration 27Q: 3 clusters Score -2.265783e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53643 members 
Mstep: Class 2 contains 78031 members 
Entering Unmasked Estep 
Score: -22658002.000000 Penalty: 14440.403320
	Iteration 28Q: 3 clusters Score -2.2658e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52873 members 
Mstep: Class 2 contains 78801 members 
Entering Unmasked Estep 
Score: -22658120.000000 Penalty: 14440.403320
	Iteration 29Q: 3 clusters Score -2.265812e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52193 members 
Mstep: Class 2 contains 79481 members 
Entering Unmasked Estep 
Score: -22658198.000000 Penalty: 14440.403320
	Iteration 30Q: 3 clusters Score -2.26582e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51524 members 
Mstep: Class 2 contains 80150 members 
Entering Unmasked Estep 
Score: -22658278.000000 Penalty: 14440.403320
	Iteration 31Q: 3 clusters Score -2.265828e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50894 members 
Mstep: Class 2 contains 80780 members 
Entering Unmasked Estep 
Score: -22658326.000000 Penalty: 14440.403320
	Iteration 32Q: 3 clusters Score -2.265833e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50248 members 
Mstep: Class 2 contains 81426 members 
Entering Unmasked Estep 
Score: -22658454.000000 Penalty: 14440.403320
	Iteration 33Q: 3 clusters Score -2.265845e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49621 members 
Mstep: Class 2 contains 82053 members 
Entering Unmasked Estep 
Score: -22658564.000000 Penalty: 14440.403320
	Iteration 34Q: 3 clusters Score -2.265856e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49009 members 
Mstep: Class 2 contains 82665 members 
Entering Unmasked Estep 
Score: -22658716.000000 Penalty: 14440.403320
	Iteration 35Q: 3 clusters Score -2.265872e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48418 members 
Mstep: Class 2 contains 83256 members 
Entering Unmasked Estep 
Score: -22658856.000000 Penalty: 14440.403320
	Iteration 36Q: 3 clusters Score -2.265886e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47854 members 
Mstep: Class 2 contains 83820 members 
Entering Unmasked Estep 
Score: -22658966.000000 Penalty: 14440.403320
	Iteration 37Q: 3 clusters Score -2.265897e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47327 members 
Mstep: Class 2 contains 84347 members 
Entering Unmasked Estep 
Score: -22659052.000000 Penalty: 14440.403320
	Iteration 38Q: 3 clusters Score -2.265905e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46824 members 
Mstep: Class 2 contains 84850 members 
Entering Unmasked Estep 
Score: -22659090.000000 Penalty: 14440.403320
	Iteration 39Q: 3 clusters Score -2.265909e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46361 members 
Mstep: Class 2 contains 85313 members 
Entering Unmasked Estep 
Score: -22659076.000000 Penalty: 14440.403320
	Iteration 40F: 3 clusters Score -2.265908e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45908 members 
Mstep: Class 2 contains 85766 members 
Entering Unmasked Estep 
Score: -22659250.000000 Penalty: 14440.403320
	Iteration 41Q: 3 clusters Score -2.265925e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45474 members 
Mstep: Class 2 contains 86200 members 
Entering Unmasked Estep 
Score: -22659320.000000 Penalty: 14440.403320
	Iteration 42Q: 3 clusters Score -2.265932e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45039 members 
Mstep: Class 2 contains 86635 members 
Entering Unmasked Estep 
Score: -22659360.000000 Penalty: 14440.403320
	Iteration 43Q: 3 clusters Score -2.265936e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44650 members 
Mstep: Class 2 contains 87024 members 
Entering Unmasked Estep 
Score: -22659392.000000 Penalty: 14440.403320
	Iteration 44Q: 3 clusters Score -2.265939e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44265 members 
Mstep: Class 2 contains 87409 members 
Entering Unmasked Estep 
Score: -22659436.000000 Penalty: 14440.403320
	Iteration 45Q: 3 clusters Score -2.265944e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43885 members 
Mstep: Class 2 contains 87789 members 
Entering Unmasked Estep 
Score: -22659526.000000 Penalty: 14440.403320
	Iteration 46Q: 3 clusters Score -2.265953e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43514 members 
Mstep: Class 2 contains 88160 members 
Entering Unmasked Estep 
Score: -22659626.000000 Penalty: 14440.403320
	Iteration 47Q: 3 clusters Score -2.265963e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43167 members 
Mstep: Class 2 contains 88507 members 
Entering Unmasked Estep 
Score: -22659646.000000 Penalty: 14440.403320
	Iteration 48Q: 3 clusters Score -2.265965e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42825 members 
Mstep: Class 2 contains 88849 members 
Entering Unmasked Estep 
Score: -22659606.000000 Penalty: 14440.403320
	Iteration 49Q: 3 clusters Score -2.265961e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42512 members 
Mstep: Class 2 contains 89162 members 
Entering Unmasked Estep 
Score: -22659642.000000 Penalty: 14440.403320
	Iteration 50Q: 3 clusters Score -2.265964e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42204 members 
Mstep: Class 2 contains 89470 members 
Entering Unmasked Estep 
Score: -22659684.000000 Penalty: 14440.403320
	Iteration 51Q: 3 clusters Score -2.265968e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41939 members 
Mstep: Class 2 contains 89735 members 
Entering Unmasked Estep 
Score: -22659662.000000 Penalty: 14440.403320
	Iteration 52Q: 3 clusters Score -2.265966e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41693 members 
Mstep: Class 2 contains 89981 members 
Entering Unmasked Estep 
Score: -22659690.000000 Penalty: 14440.403320
	Iteration 53Q: 3 clusters Score -2.265969e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41483 members 
Mstep: Class 2 contains 90191 members 
Entering Unmasked Estep 
Score: -22659670.000000 Penalty: 14440.403320
	Iteration 54Q: 3 clusters Score -2.265967e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41283 members 
Mstep: Class 2 contains 90391 members 
Entering Unmasked Estep 
Score: -22659678.000000 Penalty: 14440.403320
	Iteration 55Q: 3 clusters Score -2.265968e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41091 members 
Mstep: Class 2 contains 90583 members 
Entering Unmasked Estep 
Score: -22659766.000000 Penalty: 14440.403320
	Iteration 56Q: 3 clusters Score -2.265977e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40885 members 
Mstep: Class 2 contains 90789 members 
Entering Unmasked Estep 
Score: -22659740.000000 Penalty: 14440.403320
	Iteration 57Q: 3 clusters Score -2.265974e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40670 members 
Mstep: Class 2 contains 91004 members 
Entering Unmasked Estep 
Score: -22659786.000000 Penalty: 14440.403320
	Iteration 58Q: 3 clusters Score -2.265979e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40485 members 
Mstep: Class 2 contains 91189 members 
Entering Unmasked Estep 
Score: -22659806.000000 Penalty: 14440.403320
	Iteration 59Q: 3 clusters Score -2.265981e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40301 members 
Mstep: Class 2 contains 91373 members 
Entering Unmasked Estep 
Score: -22659814.000000 Penalty: 14440.403320
	Iteration 60F: 3 clusters Score -2.265981e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40124 members 
Mstep: Class 2 contains 91550 members 
Entering Unmasked Estep 
Score: -22659832.000000 Penalty: 14440.403320
	Iteration 61Q: 3 clusters Score -2.265983e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39959 members 
Mstep: Class 2 contains 91715 members 
Entering Unmasked Estep 
Score: -22659828.000000 Penalty: 14440.403320
	Iteration 62Q: 3 clusters Score -2.265983e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39810 members 
Mstep: Class 2 contains 91864 members 
Entering Unmasked Estep 
Score: -22659834.000000 Penalty: 14440.403320
	Iteration 63Q: 3 clusters Score -2.265983e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39651 members 
Mstep: Class 2 contains 92023 members 
Entering Unmasked Estep 
Score: -22659892.000000 Penalty: 14440.403320
	Iteration 64Q: 3 clusters Score -2.265989e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39517 members 
Mstep: Class 2 contains 92157 members 
Entering Unmasked Estep 
Score: -22659910.000000 Penalty: 14440.403320
	Iteration 65Q: 3 clusters Score -2.265991e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39395 members 
Mstep: Class 2 contains 92279 members 
Entering Unmasked Estep 
Score: -22659830.000000 Penalty: 14440.403320
	Iteration 66Q: 3 clusters Score -2.265983e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39280 members 
Mstep: Class 2 contains 92394 members 
Entering Unmasked Estep 
Score: -22659820.000000 Penalty: 14440.403320
	Iteration 67Q: 3 clusters Score -2.265982e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39159 members 
Mstep: Class 2 contains 92515 members 
Entering Unmasked Estep 
Score: -22659850.000000 Penalty: 14440.403320
	Iteration 68Q: 3 clusters Score -2.265985e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39071 members 
Mstep: Class 2 contains 92603 members 
Entering Unmasked Estep 
Score: -22659856.000000 Penalty: 14440.403320
	Iteration 69Q: 3 clusters Score -2.265986e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38991 members 
Mstep: Class 2 contains 92683 members 
Entering Unmasked Estep 
Score: -22659830.000000 Penalty: 14440.403320
	Iteration 70Q: 3 clusters Score -2.265983e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38913 members 
Mstep: Class 2 contains 92761 members 
Entering Unmasked Estep 
Score: -22659864.000000 Penalty: 14440.403320
	Iteration 71Q: 3 clusters Score -2.265986e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38844 members 
Mstep: Class 2 contains 92830 members 
Entering Unmasked Estep 
Score: -22659842.000000 Penalty: 14440.403320
	Iteration 72Q: 3 clusters Score -2.265984e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38782 members 
Mstep: Class 2 contains 92892 members 
Entering Unmasked Estep 
Score: -22659844.000000 Penalty: 14440.403320
	Iteration 73Q: 3 clusters Score -2.265984e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38727 members 
Mstep: Class 2 contains 92947 members 
Entering Unmasked Estep 
Score: -22659886.000000 Penalty: 14440.403320
	Iteration 74Q: 3 clusters Score -2.265989e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38671 members 
Mstep: Class 2 contains 93003 members 
Entering Unmasked Estep 
Score: -22659860.000000 Penalty: 14440.403320
	Iteration 75Q: 3 clusters Score -2.265986e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38618 members 
Mstep: Class 2 contains 93056 members 
Entering Unmasked Estep 
Score: -22659862.000000 Penalty: 14440.403320
	Iteration 76Q: 3 clusters Score -2.265986e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38566 members 
Mstep: Class 2 contains 93108 members 
Entering Unmasked Estep 
Score: -22659862.000000 Penalty: 14440.403320
	Iteration 77Q: 3 clusters Score -2.265986e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38524 members 
Mstep: Class 2 contains 93150 members 
Entering Unmasked Estep 
Score: -22659852.000000 Penalty: 14440.403320
	Iteration 78Q: 3 clusters Score -2.265985e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38476 members 
Mstep: Class 2 contains 93198 members 
Entering Unmasked Estep 
Score: -22659872.000000 Penalty: 14440.403320
	Iteration 79Q: 3 clusters Score -2.265987e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38434 members 
Mstep: Class 2 contains 93240 members 
Entering Unmasked Estep 
Score: -22659884.000000 Penalty: 14440.403320
	Iteration 80F: 3 clusters Score -2.265988e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38396 members 
Mstep: Class 2 contains 93278 members 
Entering Unmasked Estep 
Score: -22659904.000000 Penalty: 14440.403320
	Iteration 81Q: 3 clusters Score -2.26599e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38358 members 
Mstep: Class 2 contains 93316 members 
Entering Unmasked Estep 
Score: -22659874.000000 Penalty: 14440.403320
	Iteration 82Q: 3 clusters Score -2.265987e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38335 members 
Mstep: Class 2 contains 93339 members 
Entering Unmasked Estep 
Score: -22659876.000000 Penalty: 14440.403320
	Iteration 83Q: 3 clusters Score -2.265988e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38312 members 
Mstep: Class 2 contains 93362 members 
Entering Unmasked Estep 
Score: -22659880.000000 Penalty: 14440.403320
	Iteration 84Q: 3 clusters Score -2.265988e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38298 members 
Mstep: Class 2 contains 93376 members 
Entering Unmasked Estep 
Score: -22659890.000000 Penalty: 14440.403320
	Iteration 85Q: 3 clusters Score -2.265989e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38286 members 
Mstep: Class 2 contains 93388 members 
Entering Unmasked Estep 
Score: -22659872.000000 Penalty: 14440.403320
	Iteration 86Q: 3 clusters Score -2.265987e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38279 members 
Mstep: Class 2 contains 93395 members 
Entering Unmasked Estep 
Score: -22659880.000000 Penalty: 14440.403320
	Iteration 87Q: 3 clusters Score -2.265988e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38269 members 
Mstep: Class 2 contains 93405 members 
Entering Unmasked Estep 
Score: -22659884.000000 Penalty: 14440.403320
	Iteration 88Q: 3 clusters Score -2.265988e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38256 members 
Mstep: Class 2 contains 93418 members 
Entering Unmasked Estep 
Score: -22659878.000000 Penalty: 14440.403320
	Iteration 89Q: 3 clusters Score -2.265988e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38242 members 
Mstep: Class 2 contains 93432 members 
Entering Unmasked Estep 
Score: -22659852.000000 Penalty: 14440.403320
	Iteration 90Q: 3 clusters Score -2.265985e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38224 members 
Mstep: Class 2 contains 93450 members 
Entering Unmasked Estep 
Score: -22659902.000000 Penalty: 14440.403320
	Iteration 91Q: 3 clusters Score -2.26599e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38202 members 
Mstep: Class 2 contains 93472 members 
Entering Unmasked Estep 
Score: -22659886.000000 Penalty: 14440.403320
	Iteration 92Q: 3 clusters Score -2.265989e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38184 members 
Mstep: Class 2 contains 93490 members 
Entering Unmasked Estep 
Score: -22659878.000000 Penalty: 14440.403320
	Iteration 93Q: 3 clusters Score -2.265988e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38169 members 
Mstep: Class 2 contains 93505 members 
Entering Unmasked Estep 
Score: -22659890.000000 Penalty: 14440.403320
	Iteration 94Q: 3 clusters Score -2.265989e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38150 members 
Mstep: Class 2 contains 93524 members 
Entering Unmasked Estep 
Score: -22659876.000000 Penalty: 14440.403320
	Iteration 95Q: 3 clusters Score -2.265988e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38136 members 
Mstep: Class 2 contains 93538 members 
Entering Unmasked Estep 
Score: -22659892.000000 Penalty: 14440.403320
	Iteration 96Q: 3 clusters Score -2.265989e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38124 members 
Mstep: Class 2 contains 93550 members 
Entering Unmasked Estep 
Score: -22659896.000000 Penalty: 14440.403320
	Iteration 97Q: 3 clusters Score -2.26599e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38106 members 
Mstep: Class 2 contains 93568 members 
Entering Unmasked Estep 
Score: -22659890.000000 Penalty: 14440.403320
	Iteration 98Q: 3 clusters Score -2.265989e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38082 members 
Mstep: Class 2 contains 93592 members 
Entering Unmasked Estep 
Score: -22659886.000000 Penalty: 14440.403320
	Iteration 99Q: 3 clusters Score -2.265989e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38067 members 
Mstep: Class 2 contains 93607 members 
Entering Unmasked Estep 
Score: -22659884.000000 Penalty: 14440.403320
	Iteration 100F: 3 clusters Score -2.265988e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38055 members 
Mstep: Class 2 contains 93619 members 
Entering Unmasked Estep 
Score: -22659866.000000 Penalty: 14440.403320
	Iteration 101Q: 3 clusters Score -2.265987e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38038 members 
Mstep: Class 2 contains 93636 members 
Entering Unmasked Estep 
Score: -22659876.000000 Penalty: 14440.403320
	Iteration 102Q: 3 clusters Score -2.265988e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38018 members 
Mstep: Class 2 contains 93656 members 
Entering Unmasked Estep 
Score: -22659856.000000 Penalty: 14440.403320
	Iteration 103Q: 3 clusters Score -2.265986e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38007 members 
Mstep: Class 2 contains 93667 members 
Entering Unmasked Estep 
Score: -22659874.000000 Penalty: 14440.403320
	Iteration 104Q: 3 clusters Score -2.265987e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37991 members 
Mstep: Class 2 contains 93683 members 
Entering Unmasked Estep 
Score: -22659870.000000 Penalty: 14440.403320
	Iteration 105Q: 3 clusters Score -2.265987e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37972 members 
Mstep: Class 2 contains 93702 members 
Entering Unmasked Estep 
Score: -22659878.000000 Penalty: 14440.403320
	Iteration 106Q: 3 clusters Score -2.265988e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37962 members 
Mstep: Class 2 contains 93712 members 
Entering Unmasked Estep 
Score: -22659858.000000 Penalty: 14440.403320
	Iteration 107Q: 3 clusters Score -2.265986e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37947 members 
Mstep: Class 2 contains 93727 members 
Entering Unmasked Estep 
Score: -22659856.000000 Penalty: 14440.403320
	Iteration 108Q: 3 clusters Score -2.265986e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37932 members 
Mstep: Class 2 contains 93742 members 
Entering Unmasked Estep 
Score: -22659854.000000 Penalty: 14440.403320
	Iteration 109Q: 3 clusters Score -2.265985e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37924 members 
Mstep: Class 2 contains 93750 members 
Entering Unmasked Estep 
Score: -22659868.000000 Penalty: 14440.403320
	Iteration 110Q: 3 clusters Score -2.265987e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37914 members 
Mstep: Class 2 contains 93760 members 
Entering Unmasked Estep 
Score: -22659848.000000 Penalty: 14440.403320
	Iteration 111Q: 3 clusters Score -2.265985e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37901 members 
Mstep: Class 2 contains 93773 members 
Entering Unmasked Estep 
Score: -22659856.000000 Penalty: 14440.403320
	Iteration 112Q: 3 clusters Score -2.265986e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37890 members 
Mstep: Class 2 contains 93784 members 
Entering Unmasked Estep 
Score: -22659848.000000 Penalty: 14440.403320
	Iteration 113Q: 3 clusters Score -2.265985e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37877 members 
Mstep: Class 2 contains 93797 members 
Entering Unmasked Estep 
Score: -22659858.000000 Penalty: 14440.403320
	Iteration 114Q: 3 clusters Score -2.265986e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37860 members 
Mstep: Class 2 contains 93814 members 
Entering Unmasked Estep 
Score: -22659850.000000 Penalty: 14440.403320
	Iteration 115Q: 3 clusters Score -2.265985e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37846 members 
Mstep: Class 2 contains 93828 members 
Entering Unmasked Estep 
Score: -22659850.000000 Penalty: 14440.403320
	Iteration 116Q: 3 clusters Score -2.265985e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37834 members 
Mstep: Class 2 contains 93840 members 
Entering Unmasked Estep 
Score: -22659878.000000 Penalty: 14440.403320
	Iteration 117Q: 3 clusters Score -2.265988e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37823 members 
Mstep: Class 2 contains 93851 members 
Entering Unmasked Estep 
Score: -22659856.000000 Penalty: 14440.403320
	Iteration 118Q: 3 clusters Score -2.265986e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37811 members 
Mstep: Class 2 contains 93863 members 
Entering Unmasked Estep 
Score: -22659858.000000 Penalty: 14440.403320
	Iteration 119Q: 3 clusters Score -2.265986e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37796 members 
Mstep: Class 2 contains 93878 members 
Entering Unmasked Estep 
Score: -22659856.000000 Penalty: 14440.403320
	Iteration 120F: 3 clusters Score -2.265986e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37792 members 
Mstep: Class 2 contains 93882 members 
Entering Unmasked Estep 
Score: -22659864.000000 Penalty: 14440.403320
	Iteration 121Q: 3 clusters Score -2.265986e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37788 members 
Mstep: Class 2 contains 93886 members 
Entering Unmasked Estep 
Score: -22659860.000000 Penalty: 14440.403320
	Iteration 122Q: 3 clusters Score -2.265986e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37786 members 
Mstep: Class 2 contains 93888 members 
Entering Unmasked Estep 
Score: -22659838.000000 Penalty: 14440.403320
	Iteration 123Q: 3 clusters Score -2.265984e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37784 members 
Mstep: Class 2 contains 93890 members 
Entering Unmasked Estep 
Score: -22659856.000000 Penalty: 14440.403320
	Iteration 124Q: 3 clusters Score -2.265986e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37782 members 
Mstep: Class 2 contains 93892 members 
Entering Unmasked Estep 
Score: -22659856.000000 Penalty: 14440.403320
	Iteration 125Q: 3 clusters Score -2.265986e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37782 members 
Mstep: Class 2 contains 93892 members 
Entering Unmasked Estep 
Score: -22659856.000000 Penalty: 14440.403320
	Iteration 126F: 3 clusters Score -2.265986e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Entering Unmasked Estep 
Score: -167981.640625 Penalty: 4312.864746
	Iteration 0F: 2 clusters Score -167981.6 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 546 members 
Entering Unmasked Estep 
Score: -163788.156250 Penalty: 8625.729492
	Iteration 0F: 3 clusters Score -163788.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -164277.250000 Penalty: 8625.729492
	Iteration 1F: 3 clusters Score -164277.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -164504.046875 Penalty: 8625.729492
	Iteration 2F: 3 clusters Score -164504 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -164732.953125 Penalty: 8625.729492
	Iteration 3Q: 3 clusters Score -164733 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -164894.562500 Penalty: 8625.729492
	Iteration 4Q: 3 clusters Score -164894.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -165025.546875 Penalty: 8625.729492
	Iteration 5Q: 3 clusters Score -165025.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -165139.906250 Penalty: 8625.729492
	Iteration 6Q: 3 clusters Score -165139.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -165234.078125 Penalty: 8625.729492
	Iteration 7Q: 3 clusters Score -165234.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -165355.343750 Penalty: 8625.729492
	Iteration 8Q: 3 clusters Score -165355.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -165526.828125 Penalty: 8625.729492
	Iteration 9Q: 3 clusters Score -165526.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -165646.875000 Penalty: 8625.729492
	Iteration 10Q: 3 clusters Score -165646.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -165704.421875 Penalty: 8625.729492
	Iteration 11Q: 3 clusters Score -165704.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -165728.421875 Penalty: 8625.729492
	Iteration 12Q: 3 clusters Score -165728.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -165735.234375 Penalty: 8625.729492
	Iteration 13Q: 3 clusters Score -165735.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -165744.718750 Penalty: 8625.729492
	Iteration 14Q: 3 clusters Score -165744.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -165757.453125 Penalty: 8625.729492
	Iteration 15Q: 3 clusters Score -165757.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -165773.125000 Penalty: 8625.729492
	Iteration 16Q: 3 clusters Score -165773.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -165782.781250 Penalty: 8625.729492
	Iteration 17Q: 3 clusters Score -165782.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -165792.750000 Penalty: 8625.729492
	Iteration 18Q: 3 clusters Score -165792.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -165797.203125 Penalty: 8625.729492
	Iteration 19Q: 3 clusters Score -165797.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -165801.093750 Penalty: 8625.729492
	Iteration 20F: 3 clusters Score -165801.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Entering Unmasked Estep 
Score: -230140.531250 Penalty: 4453.066406
	Iteration 0F: 2 clusters Score -230140.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -225734.234375 Penalty: 8906.132812
	Iteration 0F: 3 clusters Score -225734.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -226436.343750 Penalty: 8906.132812
	Iteration 1F: 3 clusters Score -226436.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -226656.015625 Penalty: 8906.132812
	Iteration 2F: 3 clusters Score -226656 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -226791.078125 Penalty: 8906.132812
	Iteration 3Q: 3 clusters Score -226791.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -226881.750000 Penalty: 8906.132812
	Iteration 4Q: 3 clusters Score -226881.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -226922.171875 Penalty: 8906.132812
	Iteration 5Q: 3 clusters Score -226922.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -226951.328125 Penalty: 8906.132812
	Iteration 6Q: 3 clusters Score -226951.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -226963.500000 Penalty: 8906.132812
	Iteration 7Q: 3 clusters Score -226963.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -226972.437500 Penalty: 8906.132812
	Iteration 8Q: 3 clusters Score -226972.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -226979.343750 Penalty: 8906.132812
	Iteration 9Q: 3 clusters Score -226979.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -226984.187500 Penalty: 8906.132812
	Iteration 10Q: 3 clusters Score -226984.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -226986.609375 Penalty: 8906.132812
	Iteration 11Q: 3 clusters Score -226986.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -226988.390625 Penalty: 8906.132812
	Iteration 12Q: 3 clusters Score -226988.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -226989.734375 Penalty: 8906.132812
	Iteration 13Q: 3 clusters Score -226989.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -226992.671875 Penalty: 8906.132812
	Iteration 14Q: 3 clusters Score -226992.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -226997.265625 Penalty: 8906.132812
	Iteration 15Q: 3 clusters Score -226997.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -226998.765625 Penalty: 8906.132812
	Iteration 16Q: 3 clusters Score -226998.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -226998.765625 Penalty: 8906.132812
	Iteration 17F: 3 clusters Score -226998.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (33056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33056 members 
Entering Unmasked Estep 
Score: -5427831.000000 Penalty: 6373.649414
	Iteration 0F: 2 clusters Score -5427831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -5403181.500000 Penalty: 12747.298828
	Iteration 0F: 3 clusters Score -5403182 nChanged 14086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -5410944.000000 Penalty: 12747.298828
	Iteration 1F: 3 clusters Score -5410944 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -5411923.500000 Penalty: 12747.298828
	Iteration 2F: 3 clusters Score -5411924 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -5412730.500000 Penalty: 12747.298828
	Iteration 3F: 3 clusters Score -5412730 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -5413429.000000 Penalty: 12747.298828
	Iteration 4Q: 3 clusters Score -5413429 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -5414129.000000 Penalty: 12747.298828
	Iteration 5Q: 3 clusters Score -5414129 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -5414896.000000 Penalty: 12747.298828
	Iteration 6Q: 3 clusters Score -5414896 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -5415777.500000 Penalty: 12747.298828
	Iteration 7Q: 3 clusters Score -5415778 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -5416743.000000 Penalty: 12747.298828
	Iteration 8Q: 3 clusters Score -5416743 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -5417772.000000 Penalty: 12747.298828
	Iteration 9Q: 3 clusters Score -5417772 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -5418736.500000 Penalty: 12747.298828
	Iteration 10Q: 3 clusters Score -5418736 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -5419579.500000 Penalty: 12747.298828
	Iteration 11Q: 3 clusters Score -5419580 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -5420236.000000 Penalty: 12747.298828
	Iteration 12Q: 3 clusters Score -5420236 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -5420832.500000 Penalty: 12747.298828
	Iteration 13Q: 3 clusters Score -5420832 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26807 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -5421308.000000 Penalty: 12747.298828
	Iteration 14Q: 3 clusters Score -5421308 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27541 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -5421703.000000 Penalty: 12747.298828
	Iteration 15Q: 3 clusters Score -5421703 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28189 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -5422074.000000 Penalty: 12747.298828
	Iteration 16Q: 3 clusters Score -5422074 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28763 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -5422380.500000 Penalty: 12747.298828
	Iteration 17Q: 3 clusters Score -5422380 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29227 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -5422630.500000 Penalty: 12747.298828
	Iteration 18Q: 3 clusters Score -5422630 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29580 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -5422798.500000 Penalty: 12747.298828
	Iteration 19Q: 3 clusters Score -5422798 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29852 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -5422936.000000 Penalty: 12747.298828
	Iteration 20F: 3 clusters Score -5422936 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30073 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -5423082.000000 Penalty: 12747.298828
	Iteration 21Q: 3 clusters Score -5423082 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30267 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -5423201.500000 Penalty: 12747.298828
	Iteration 22Q: 3 clusters Score -5423202 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30429 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -5423280.000000 Penalty: 12747.298828
	Iteration 23Q: 3 clusters Score -5423280 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30544 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -5423343.500000 Penalty: 12747.298828
	Iteration 24Q: 3 clusters Score -5423344 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30654 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -5423396.500000 Penalty: 12747.298828
	Iteration 25Q: 3 clusters Score -5423396 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30728 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -5423428.000000 Penalty: 12747.298828
	Iteration 26Q: 3 clusters Score -5423428 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -5423466.000000 Penalty: 12747.298828
	Iteration 27Q: 3 clusters Score -5423466 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30841 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -5423493.500000 Penalty: 12747.298828
	Iteration 28Q: 3 clusters Score -5423494 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -5423512.000000 Penalty: 12747.298828
	Iteration 29Q: 3 clusters Score -5423512 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30921 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -5423533.500000 Penalty: 12747.298828
	Iteration 30Q: 3 clusters Score -5423534 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30952 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -5423548.500000 Penalty: 12747.298828
	Iteration 31Q: 3 clusters Score -5423548 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30983 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -5423571.000000 Penalty: 12747.298828
	Iteration 32Q: 3 clusters Score -5423571 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31011 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -5423582.500000 Penalty: 12747.298828
	Iteration 33Q: 3 clusters Score -5423582 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31036 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -5423590.000000 Penalty: 12747.298828
	Iteration 34Q: 3 clusters Score -5423590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31053 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -5423608.500000 Penalty: 12747.298828
	Iteration 35Q: 3 clusters Score -5423608 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31065 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -5423610.000000 Penalty: 12747.298828
	Iteration 36Q: 3 clusters Score -5423610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31073 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -5423606.000000 Penalty: 12747.298828
	Iteration 37Q: 3 clusters Score -5423606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31078 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -5423610.000000 Penalty: 12747.298828
	Iteration 38Q: 3 clusters Score -5423610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31079 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -5423612.000000 Penalty: 12747.298828
	Iteration 39Q: 3 clusters Score -5423612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31079 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -5423612.000000 Penalty: 12747.298828
	Iteration 40F: 3 clusters Score -5423612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (24664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Entering Unmasked Estep 
Score: -4300520.500000 Penalty: 6194.273926
	Iteration 0F: 2 clusters Score -4300520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -4281060.500000 Penalty: 12388.547852
	Iteration 0F: 3 clusters Score -4281060 nChanged 10202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -4286434.000000 Penalty: 12388.547852
	Iteration 1F: 3 clusters Score -4286434 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -4287154.000000 Penalty: 12388.547852
	Iteration 2F: 3 clusters Score -4287154 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -4287674.500000 Penalty: 12388.547852
	Iteration 3F: 3 clusters Score -4287674 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -4287973.500000 Penalty: 12388.547852
	Iteration 4Q: 3 clusters Score -4287974 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -4288212.500000 Penalty: 12388.547852
	Iteration 5Q: 3 clusters Score -4288212 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -4288409.500000 Penalty: 12388.547852
	Iteration 6Q: 3 clusters Score -4288410 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -4288576.000000 Penalty: 12388.547852
	Iteration 7Q: 3 clusters Score -4288576 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -4288727.000000 Penalty: 12388.547852
	Iteration 8Q: 3 clusters Score -4288727 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -4288876.500000 Penalty: 12388.547852
	Iteration 9Q: 3 clusters Score -4288876 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -4289007.000000 Penalty: 12388.547852
	Iteration 10Q: 3 clusters Score -4289007 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -4289136.000000 Penalty: 12388.547852
	Iteration 11Q: 3 clusters Score -4289136 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -4289278.500000 Penalty: 12388.547852
	Iteration 12Q: 3 clusters Score -4289278 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -4289446.000000 Penalty: 12388.547852
	Iteration 13Q: 3 clusters Score -4289446 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -4289609.000000 Penalty: 12388.547852
	Iteration 14Q: 3 clusters Score -4289609 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -4289764.000000 Penalty: 12388.547852
	Iteration 15Q: 3 clusters Score -4289764 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -4289984.000000 Penalty: 12388.547852
	Iteration 16Q: 3 clusters Score -4289984 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -4290267.000000 Penalty: 12388.547852
	Iteration 17Q: 3 clusters Score -4290267 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -4290639.500000 Penalty: 12388.547852
	Iteration 18Q: 3 clusters Score -4290640 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -4291055.000000 Penalty: 12388.547852
	Iteration 19Q: 3 clusters Score -4291055 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -4291584.500000 Penalty: 12388.547852
	Iteration 20F: 3 clusters Score -4291584 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -4292191.500000 Penalty: 12388.547852
	Iteration 21Q: 3 clusters Score -4292192 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -4292823.000000 Penalty: 12388.547852
	Iteration 22Q: 3 clusters Score -4292823 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -4293418.000000 Penalty: 12388.547852
	Iteration 23Q: 3 clusters Score -4293418 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -4293919.500000 Penalty: 12388.547852
	Iteration 24Q: 3 clusters Score -4293920 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 21988 members 
Entering Unmasked Estep 
Score: -4294268.000000 Penalty: 12388.547852
	Iteration 25Q: 3 clusters Score -4294268 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -4294519.500000 Penalty: 12388.547852
	Iteration 26Q: 3 clusters Score -4294520 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -4294709.000000 Penalty: 12388.547852
	Iteration 27Q: 3 clusters Score -4294709 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -4294848.000000 Penalty: 12388.547852
	Iteration 28Q: 3 clusters Score -4294848 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -4294953.500000 Penalty: 12388.547852
	Iteration 29Q: 3 clusters Score -4294954 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -4295025.000000 Penalty: 12388.547852
	Iteration 30Q: 3 clusters Score -4295025 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -4295061.500000 Penalty: 12388.547852
	Iteration 31Q: 3 clusters Score -4295062 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -4295100.500000 Penalty: 12388.547852
	Iteration 32Q: 3 clusters Score -4295100 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -4295137.500000 Penalty: 12388.547852
	Iteration 33Q: 3 clusters Score -4295138 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -4295156.500000 Penalty: 12388.547852
	Iteration 34Q: 3 clusters Score -4295156 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -4295175.000000 Penalty: 12388.547852
	Iteration 35Q: 3 clusters Score -4295175 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 23057 members 
Entering Unmasked Estep 
Score: -4295174.000000 Penalty: 12388.547852
	Iteration 36Q: 3 clusters Score -4295174 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -4295195.000000 Penalty: 12388.547852
	Iteration 37Q: 3 clusters Score -4295195 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -4295196.500000 Penalty: 12388.547852
	Iteration 38Q: 3 clusters Score -4295196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 23088 members 
Entering Unmasked Estep 
Score: -4295209.000000 Penalty: 12388.547852
	Iteration 39Q: 3 clusters Score -4295209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -4295211.500000 Penalty: 12388.547852
	Iteration 40F: 3 clusters Score -4295212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -4295208.500000 Penalty: 12388.547852
	Iteration 41Q: 3 clusters Score -4295208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -4295216.500000 Penalty: 12388.547852
	Iteration 42Q: 3 clusters Score -4295216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -4295218.000000 Penalty: 12388.547852
	Iteration 43Q: 3 clusters Score -4295218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -4295216.500000 Penalty: 12388.547852
	Iteration 44Q: 3 clusters Score -4295216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 23116 members 
Entering Unmasked Estep 
Score: -4295217.000000 Penalty: 12388.547852
	Iteration 45Q: 3 clusters Score -4295217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -4295215.000000 Penalty: 12388.547852
	Iteration 46Q: 3 clusters Score -4295215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -4295218.500000 Penalty: 12388.547852
	Iteration 47Q: 3 clusters Score -4295218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -4295213.500000 Penalty: 12388.547852
	Iteration 48Q: 3 clusters Score -4295214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -4295220.500000 Penalty: 12388.547852
	Iteration 49Q: 3 clusters Score -4295220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -4295214.500000 Penalty: 12388.547852
	Iteration 50Q: 3 clusters Score -4295214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -4295218.000000 Penalty: 12388.547852
	Iteration 51Q: 3 clusters Score -4295218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -4295223.000000 Penalty: 12388.547852
	Iteration 52Q: 3 clusters Score -4295223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -4295223.000000 Penalty: 12388.547852
	Iteration 53F: 3 clusters Score -4295223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Entering Unmasked Estep 
Score: -266541.781250 Penalty: 4546.935547
	Iteration 0F: 2 clusters Score -266541.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -261891.515625 Penalty: 9093.871094
	Iteration 0F: 3 clusters Score -261891.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -262497.750000 Penalty: 9093.871094
	Iteration 1F: 3 clusters Score -262497.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -262745.875000 Penalty: 9093.871094
	Iteration 2F: 3 clusters Score -262745.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -262914.406250 Penalty: 9093.871094
	Iteration 3Q: 3 clusters Score -262914.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -263054.750000 Penalty: 9093.871094
	Iteration 4Q: 3 clusters Score -263054.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -263148.500000 Penalty: 9093.871094
	Iteration 5Q: 3 clusters Score -263148.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -263291.343750 Penalty: 9093.871094
	Iteration 6Q: 3 clusters Score -263291.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -263466.968750 Penalty: 9093.871094
	Iteration 7Q: 3 clusters Score -263467 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -263726.750000 Penalty: 9093.871094
	Iteration 8Q: 3 clusters Score -263726.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -264136.843750 Penalty: 9093.871094
	Iteration 9F: 3 clusters Score -264136.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -264422.593750 Penalty: 9093.871094
	Iteration 10F: 3 clusters Score -264422.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -264561.593750 Penalty: 9093.871094
	Iteration 11Q: 3 clusters Score -264561.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -264643.968750 Penalty: 9093.871094
	Iteration 12Q: 3 clusters Score -264644 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -264737.437500 Penalty: 9093.871094
	Iteration 13Q: 3 clusters Score -264737.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -264804.343750 Penalty: 9093.871094
	Iteration 14Q: 3 clusters Score -264804.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -264836.093750 Penalty: 9093.871094
	Iteration 15Q: 3 clusters Score -264836.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -264859.906250 Penalty: 9093.871094
	Iteration 16Q: 3 clusters Score -264859.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -264874.562500 Penalty: 9093.871094
	Iteration 17Q: 3 clusters Score -264874.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -264888.406250 Penalty: 9093.871094
	Iteration 18Q: 3 clusters Score -264888.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -264900.500000 Penalty: 9093.871094
	Iteration 19Q: 3 clusters Score -264900.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -264907.375000 Penalty: 9093.871094
	Iteration 20F: 3 clusters Score -264907.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -264915.093750 Penalty: 9093.871094
	Iteration 21Q: 3 clusters Score -264915.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -264920.093750 Penalty: 9093.871094
	Iteration 22Q: 3 clusters Score -264920.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -264920.093750 Penalty: 9093.871094
	Iteration 23F: 3 clusters Score -264920.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Entering Unmasked Estep 
Score: -3946263.000000 Penalty: 6145.576172
	Iteration 0F: 2 clusters Score -3946263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -3927950.250000 Penalty: 12291.152344
	Iteration 0F: 3 clusters Score -3927950 nChanged 9342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -3932996.000000 Penalty: 12291.152344
	Iteration 1F: 3 clusters Score -3932996 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -3934029.000000 Penalty: 12291.152344
	Iteration 2F: 3 clusters Score -3934029 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -3935035.250000 Penalty: 12291.152344
	Iteration 3F: 3 clusters Score -3935035 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -3935942.000000 Penalty: 12291.152344
	Iteration 4F: 3 clusters Score -3935942 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -3936738.500000 Penalty: 12291.152344
	Iteration 5F: 3 clusters Score -3936738 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -3937720.500000 Penalty: 12291.152344
	Iteration 6F: 3 clusters Score -3937720 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -3938823.000000 Penalty: 12291.152344
	Iteration 7F: 3 clusters Score -3938823 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -3939958.750000 Penalty: 12291.152344
	Iteration 8F: 3 clusters Score -3939959 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -3941033.250000 Penalty: 12291.152344
	Iteration 9F: 3 clusters Score -3941033 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -3941989.500000 Penalty: 12291.152344
	Iteration 10Q: 3 clusters Score -3941990 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -3942717.000000 Penalty: 12291.152344
	Iteration 11Q: 3 clusters Score -3942717 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -3943225.500000 Penalty: 12291.152344
	Iteration 12Q: 3 clusters Score -3943226 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -3943559.500000 Penalty: 12291.152344
	Iteration 13Q: 3 clusters Score -3943560 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -3943875.250000 Penalty: 12291.152344
	Iteration 14Q: 3 clusters Score -3943875 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -3944176.000000 Penalty: 12291.152344
	Iteration 15Q: 3 clusters Score -3944176 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -3944372.250000 Penalty: 12291.152344
	Iteration 16Q: 3 clusters Score -3944372 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -3944503.750000 Penalty: 12291.152344
	Iteration 17Q: 3 clusters Score -3944504 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -3944599.000000 Penalty: 12291.152344
	Iteration 18Q: 3 clusters Score -3944599 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -3944654.250000 Penalty: 12291.152344
	Iteration 19Q: 3 clusters Score -3944654 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -3944684.000000 Penalty: 12291.152344
	Iteration 20F: 3 clusters Score -3944684 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -3944706.000000 Penalty: 12291.152344
	Iteration 21Q: 3 clusters Score -3944706 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -3944726.750000 Penalty: 12291.152344
	Iteration 22Q: 3 clusters Score -3944727 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -3944728.250000 Penalty: 12291.152344
	Iteration 23Q: 3 clusters Score -3944728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -3944734.750000 Penalty: 12291.152344
	Iteration 24Q: 3 clusters Score -3944735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -3944738.750000 Penalty: 12291.152344
	Iteration 25Q: 3 clusters Score -3944739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -3944735.500000 Penalty: 12291.152344
	Iteration 26Q: 3 clusters Score -3944736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -3944747.000000 Penalty: 12291.152344
	Iteration 27Q: 3 clusters Score -3944747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -3944741.250000 Penalty: 12291.152344
	Iteration 28Q: 3 clusters Score -3944741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -3944741.500000 Penalty: 12291.152344
	Iteration 29Q: 3 clusters Score -3944742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -3944741.250000 Penalty: 12291.152344
	Iteration 30Q: 3 clusters Score -3944741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -3944743.500000 Penalty: 12291.152344
	Iteration 31Q: 3 clusters Score -3944744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -3944743.500000 Penalty: 12291.152344
	Iteration 32F: 3 clusters Score -3944744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Entering Unmasked Estep 
Score: -204472.750000 Penalty: 4415.720703
	Iteration 0F: 2 clusters Score -204472.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -200105.234375 Penalty: 8831.441406
	Iteration 0F: 3 clusters Score -200105.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -200735.296875 Penalty: 8831.441406
	Iteration 1F: 3 clusters Score -200735.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -201159.968750 Penalty: 8831.441406
	Iteration 2F: 3 clusters Score -201160 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -201644.515625 Penalty: 8831.441406
	Iteration 3F: 3 clusters Score -201644.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -202027.515625 Penalty: 8831.441406
	Iteration 4F: 3 clusters Score -202027.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -202282.750000 Penalty: 8831.441406
	Iteration 5F: 3 clusters Score -202282.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -202594.453125 Penalty: 8831.441406
	Iteration 6Q: 3 clusters Score -202594.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -202959.703125 Penalty: 8831.441406
	Iteration 7Q: 3 clusters Score -202959.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -203396.437500 Penalty: 8831.441406
	Iteration 8Q: 3 clusters Score -203396.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -203641.875000 Penalty: 8831.441406
	Iteration 9Q: 3 clusters Score -203641.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -203784.796875 Penalty: 8831.441406
	Iteration 10Q: 3 clusters Score -203784.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -203904.406250 Penalty: 8831.441406
	Iteration 11Q: 3 clusters Score -203904.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -204003.359375 Penalty: 8831.441406
	Iteration 12Q: 3 clusters Score -204003.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -204095.046875 Penalty: 8831.441406
	Iteration 13Q: 3 clusters Score -204095 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -204181.781250 Penalty: 8831.441406
	Iteration 14Q: 3 clusters Score -204181.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -204248.328125 Penalty: 8831.441406
	Iteration 15Q: 3 clusters Score -204248.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -204306.390625 Penalty: 8831.441406
	Iteration 16Q: 3 clusters Score -204306.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -204348.515625 Penalty: 8831.441406
	Iteration 17Q: 3 clusters Score -204348.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -204380.187500 Penalty: 8831.441406
	Iteration 18Q: 3 clusters Score -204380.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -204399.953125 Penalty: 8831.441406
	Iteration 19Q: 3 clusters Score -204400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -204409.046875 Penalty: 8831.441406
	Iteration 20F: 3 clusters Score -204409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -204423.312500 Penalty: 8831.441406
	Iteration 21Q: 3 clusters Score -204423.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -204423.312500 Penalty: 8831.441406
	Iteration 22F: 3 clusters Score -204423.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Entering Unmasked Estep 
Score: -141297.109375 Penalty: 4187.208984
	Iteration 0F: 2 clusters Score -141297.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -137504.156250 Penalty: 8374.417969
	Iteration 0F: 3 clusters Score -137504.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -137869.421875 Penalty: 8374.417969
	Iteration 1F: 3 clusters Score -137869.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -138004.625000 Penalty: 8374.417969
	Iteration 2Q: 3 clusters Score -138004.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -138073.734375 Penalty: 8374.417969
	Iteration 3Q: 3 clusters Score -138073.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -138140.375000 Penalty: 8374.417969
	Iteration 4Q: 3 clusters Score -138140.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -138171.359375 Penalty: 8374.417969
	Iteration 5Q: 3 clusters Score -138171.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -138190.046875 Penalty: 8374.417969
	Iteration 6Q: 3 clusters Score -138190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -138217.734375 Penalty: 8374.417969
	Iteration 7Q: 3 clusters Score -138217.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -138233.453125 Penalty: 8374.417969
	Iteration 8Q: 3 clusters Score -138233.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -138250.625000 Penalty: 8374.417969
	Iteration 9Q: 3 clusters Score -138250.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -138279.437500 Penalty: 8374.417969
	Iteration 10Q: 3 clusters Score -138279.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -138324.125000 Penalty: 8374.417969
	Iteration 11Q: 3 clusters Score -138324.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -138362.671875 Penalty: 8374.417969
	Iteration 12Q: 3 clusters Score -138362.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -138414.921875 Penalty: 8374.417969
	Iteration 13Q: 3 clusters Score -138414.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -138426.562500 Penalty: 8374.417969
	Iteration 14Q: 3 clusters Score -138426.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -138434.468750 Penalty: 8374.417969
	Iteration 15Q: 3 clusters Score -138434.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -138441.781250 Penalty: 8374.417969
	Iteration 16Q: 3 clusters Score -138441.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -138443.703125 Penalty: 8374.417969
	Iteration 17Q: 3 clusters Score -138443.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -138446.000000 Penalty: 8374.417969
	Iteration 18Q: 3 clusters Score -138446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -138449.531250 Penalty: 8374.417969
	Iteration 19Q: 3 clusters Score -138449.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -138459.343750 Penalty: 8374.417969
	Iteration 20F: 3 clusters Score -138459.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -138589.406250 Penalty: 8374.417969
	Iteration 21Q: 3 clusters Score -138589.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -138628.671875 Penalty: 8374.417969
	Iteration 22Q: 3 clusters Score -138628.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -138669.343750 Penalty: 8374.417969
	Iteration 23Q: 3 clusters Score -138669.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -138688.015625 Penalty: 8374.417969
	Iteration 24Q: 3 clusters Score -138688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -138701.296875 Penalty: 8374.417969
	Iteration 25Q: 3 clusters Score -138701.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -138713.375000 Penalty: 8374.417969
	Iteration 26Q: 3 clusters Score -138713.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -138722.359375 Penalty: 8374.417969
	Iteration 27Q: 3 clusters Score -138722.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -138730.468750 Penalty: 8374.417969
	Iteration 28Q: 3 clusters Score -138730.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -138738.015625 Penalty: 8374.417969
	Iteration 29Q: 3 clusters Score -138738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -138760.703125 Penalty: 8374.417969
	Iteration 30Q: 3 clusters Score -138760.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -138774.828125 Penalty: 8374.417969
	Iteration 31Q: 3 clusters Score -138774.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -138799.859375 Penalty: 8374.417969
	Iteration 32Q: 3 clusters Score -138799.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -138826.234375 Penalty: 8374.417969
	Iteration 33Q: 3 clusters Score -138826.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -138853.828125 Penalty: 8374.417969
	Iteration 34Q: 3 clusters Score -138853.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -138901.031250 Penalty: 8374.417969
	Iteration 35Q: 3 clusters Score -138901 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -138925.015625 Penalty: 8374.417969
	Iteration 36Q: 3 clusters Score -138925 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -138956.062500 Penalty: 8374.417969
	Iteration 37Q: 3 clusters Score -138956.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -138979.484375 Penalty: 8374.417969
	Iteration 38Q: 3 clusters Score -138979.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -138996.203125 Penalty: 8374.417969
	Iteration 39Q: 3 clusters Score -138996.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -139001.718750 Penalty: 8374.417969
	Iteration 40F: 3 clusters Score -139001.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -139051.000000 Penalty: 8374.417969
	Iteration 41Q: 3 clusters Score -139051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -139200.375000 Penalty: 8374.417969
	Iteration 42Q: 3 clusters Score -139200.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -139291.046875 Penalty: 8374.417969
	Iteration 43Q: 3 clusters Score -139291 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -139365.328125 Penalty: 8374.417969
	Iteration 44Q: 3 clusters Score -139365.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -139412.093750 Penalty: 8374.417969
	Iteration 45Q: 3 clusters Score -139412.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -139551.078125 Penalty: 8374.417969
	Iteration 46Q: 3 clusters Score -139551.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -139671.937500 Penalty: 8374.417969
	Iteration 47Q: 3 clusters Score -139671.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -139745.390625 Penalty: 8374.417969
	Iteration 48Q: 3 clusters Score -139745.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -139841.203125 Penalty: 8374.417969
	Iteration 49Q: 3 clusters Score -139841.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -139900.406250 Penalty: 8374.417969
	Iteration 50Q: 3 clusters Score -139900.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -139938.593750 Penalty: 8374.417969
	Iteration 51Q: 3 clusters Score -139938.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -139966.953125 Penalty: 8374.417969
	Iteration 52Q: 3 clusters Score -139967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -139977.500000 Penalty: 8374.417969
	Iteration 53Q: 3 clusters Score -139977.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -139994.640625 Penalty: 8374.417969
	Iteration 54Q: 3 clusters Score -139994.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -140012.062500 Penalty: 8374.417969
	Iteration 55Q: 3 clusters Score -140012.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -140041.515625 Penalty: 8374.417969
	Iteration 56F: 3 clusters Score -140041.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -140425.703125 Penalty: 8374.417969
	Iteration 57Q: 3 clusters Score -140425.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -140603.703125 Penalty: 8374.417969
	Iteration 58Q: 3 clusters Score -140603.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -140629.625000 Penalty: 8374.417969
	Iteration 59Q: 3 clusters Score -140629.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -140653.703125 Penalty: 8374.417969
	Iteration 60F: 3 clusters Score -140653.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -140665.343750 Penalty: 8374.417969
	Iteration 61Q: 3 clusters Score -140665.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -140675.187500 Penalty: 8374.417969
	Iteration 62Q: 3 clusters Score -140675.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -140683.671875 Penalty: 8374.417969
	Iteration 63Q: 3 clusters Score -140683.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -140685.953125 Penalty: 8374.417969
	Iteration 64Q: 3 clusters Score -140686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -140685.953125 Penalty: 8374.417969
	Iteration 65F: 3 clusters Score -140686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (38616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38616 members 
Entering Unmasked Estep 
Score: -6527406.500000 Penalty: 6468.871094
	Iteration 0F: 2 clusters Score -6527406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -6499023.000000 Penalty: 12937.742188
	Iteration 0F: 3 clusters Score -6499023 nChanged 16713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -6507944.500000 Penalty: 12937.742188
	Iteration 1F: 3 clusters Score -6507944 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -6508847.000000 Penalty: 12937.742188
	Iteration 2F: 3 clusters Score -6508847 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -6509625.500000 Penalty: 12937.742188
	Iteration 3Q: 3 clusters Score -6509626 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -6510371.500000 Penalty: 12937.742188
	Iteration 4Q: 3 clusters Score -6510372 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -6511242.500000 Penalty: 12937.742188
	Iteration 5Q: 3 clusters Score -6511242 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -6512258.000000 Penalty: 12937.742188
	Iteration 6Q: 3 clusters Score -6512258 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -6513417.000000 Penalty: 12937.742188
	Iteration 7F: 3 clusters Score -6513417 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -6514710.000000 Penalty: 12937.742188
	Iteration 8F: 3 clusters Score -6514710 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -6515887.500000 Penalty: 12937.742188
	Iteration 9F: 3 clusters Score -6515888 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 24461 members 
Entering Unmasked Estep 
Score: -6516782.500000 Penalty: 12937.742188
	Iteration 10Q: 3 clusters Score -6516782 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
Score: -6517426.000000 Penalty: 12937.742188
	Iteration 11Q: 3 clusters Score -6517426 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 25428 members 
Entering Unmasked Estep 
Score: -6517832.000000 Penalty: 12937.742188
	Iteration 12Q: 3 clusters Score -6517832 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
Score: -6518158.500000 Penalty: 12937.742188
	Iteration 13Q: 3 clusters Score -6518158 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 25792 members 
Entering Unmasked Estep 
Score: -6518362.500000 Penalty: 12937.742188
	Iteration 14Q: 3 clusters Score -6518362 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -6518478.000000 Penalty: 12937.742188
	Iteration 15Q: 3 clusters Score -6518478 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 25878 members 
Entering Unmasked Estep 
Score: -6518604.000000 Penalty: 12937.742188
	Iteration 16Q: 3 clusters Score -6518604 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -6518670.000000 Penalty: 12937.742188
	Iteration 17Q: 3 clusters Score -6518670 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 25867 members 
Entering Unmasked Estep 
Score: -6518686.000000 Penalty: 12937.742188
	Iteration 18Q: 3 clusters Score -6518686 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 25846 members 
Entering Unmasked Estep 
Score: -6518716.000000 Penalty: 12937.742188
	Iteration 19Q: 3 clusters Score -6518716 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 25826 members 
Entering Unmasked Estep 
Score: -6518730.500000 Penalty: 12937.742188
	Iteration 20F: 3 clusters Score -6518730 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 25827 members 
Entering Unmasked Estep 
Score: -6518736.000000 Penalty: 12937.742188
	Iteration 21Q: 3 clusters Score -6518736 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 25818 members 
Entering Unmasked Estep 
Score: -6518755.500000 Penalty: 12937.742188
	Iteration 22Q: 3 clusters Score -6518756 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 25800 members 
Entering Unmasked Estep 
Score: -6518776.000000 Penalty: 12937.742188
	Iteration 23Q: 3 clusters Score -6518776 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
Score: -6518783.000000 Penalty: 12937.742188
	Iteration 24Q: 3 clusters Score -6518783 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -6518795.500000 Penalty: 12937.742188
	Iteration 25Q: 3 clusters Score -6518796 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -6518794.000000 Penalty: 12937.742188
	Iteration 26Q: 3 clusters Score -6518794 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 25742 members 
Entering Unmasked Estep 
Score: -6518801.500000 Penalty: 12937.742188
	Iteration 27Q: 3 clusters Score -6518802 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 25724 members 
Entering Unmasked Estep 
Score: -6518798.500000 Penalty: 12937.742188
	Iteration 28Q: 3 clusters Score -6518798 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 25714 members 
Entering Unmasked Estep 
Score: -6518801.000000 Penalty: 12937.742188
	Iteration 29Q: 3 clusters Score -6518801 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -6518802.000000 Penalty: 12937.742188
	Iteration 30Q: 3 clusters Score -6518802 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 25710 members 
Entering Unmasked Estep 
Score: -6518801.500000 Penalty: 12937.742188
	Iteration 31Q: 3 clusters Score -6518802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 25703 members 
Entering Unmasked Estep 
Score: -6518800.500000 Penalty: 12937.742188
	Iteration 32Q: 3 clusters Score -6518800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 25697 members 
Entering Unmasked Estep 
Score: -6518799.000000 Penalty: 12937.742188
	Iteration 33Q: 3 clusters Score -6518799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 25693 members 
Entering Unmasked Estep 
Score: -6518806.500000 Penalty: 12937.742188
	Iteration 34Q: 3 clusters Score -6518806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -6518808.000000 Penalty: 12937.742188
	Iteration 35Q: 3 clusters Score -6518808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -6518803.500000 Penalty: 12937.742188
	Iteration 36Q: 3 clusters Score -6518804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -6518802.500000 Penalty: 12937.742188
	Iteration 37Q: 3 clusters Score -6518802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 25687 members 
Entering Unmasked Estep 
Score: -6518804.000000 Penalty: 12937.742188
	Iteration 38Q: 3 clusters Score -6518804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 25685 members 
Entering Unmasked Estep 
Score: -6518801.000000 Penalty: 12937.742188
	Iteration 39Q: 3 clusters Score -6518801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 25685 members 
Entering Unmasked Estep 
Score: -6518801.000000 Penalty: 12937.742188
	Iteration 40F: 3 clusters Score -6518801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (350589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350589 members 
Entering Unmasked Estep 
Score: -60282276.000000 Penalty: 7820.014160
	Iteration 0F: 2 clusters Score -6.028228e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175551 members 
Mstep: Class 2 contains 175038 members 
Entering Unmasked Estep 
Score: -60061300.000000 Penalty: 15640.028320
	Iteration 0F: 3 clusters Score -6.00613e+07 nChanged 167421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179124 members 
Mstep: Class 2 contains 171465 members 
Entering Unmasked Estep 
Score: -60158712.000000 Penalty: 15640.028320
	Iteration 1F: 3 clusters Score -6.015871e+07 nChanged 9934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181372 members 
Mstep: Class 2 contains 169217 members 
Entering Unmasked Estep 
Score: -60160728.000000 Penalty: 15640.028320
	Iteration 2Q: 3 clusters Score -6.016073e+07 nChanged 10261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184925 members 
Mstep: Class 2 contains 165664 members 
Entering Unmasked Estep 
Score: -60162932.000000 Penalty: 15640.028320
	Iteration 3Q: 3 clusters Score -6.016293e+07 nChanged 11459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190332 members 
Mstep: Class 2 contains 160257 members 
Entering Unmasked Estep 
Score: -60165784.000000 Penalty: 15640.028320
	Iteration 4Q: 3 clusters Score -6.016578e+07 nChanged 13753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198349 members 
Mstep: Class 2 contains 152240 members 
Entering Unmasked Estep 
Score: -60170932.000000 Penalty: 15640.028320
	Iteration 5Q: 3 clusters Score -6.017093e+07 nChanged 16697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209634 members 
Mstep: Class 2 contains 140955 members 
Entering Unmasked Estep 
Score: -60178512.000000 Penalty: 15640.028320
	Iteration 6Q: 3 clusters Score -6.017851e+07 nChanged 20025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224241 members 
Mstep: Class 2 contains 126348 members 
Entering Unmasked Estep 
Score: -60190364.000000 Penalty: 15640.028320
	Iteration 7F: 3 clusters Score -6.019036e+07 nChanged 22725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241150 members 
Mstep: Class 2 contains 109439 members 
Entering Unmasked Estep 
Score: -60205664.000000 Penalty: 15640.028320
	Iteration 8F: 3 clusters Score -6.020566e+07 nChanged 22543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257143 members 
Mstep: Class 2 contains 93446 members 
Entering Unmasked Estep 
Score: -60221084.000000 Penalty: 15640.028320
	Iteration 9F: 3 clusters Score -6.022108e+07 nChanged 19923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269180 members 
Mstep: Class 2 contains 81409 members 
Entering Unmasked Estep 
Score: -60234564.000000 Penalty: 15640.028320
	Iteration 10F: 3 clusters Score -6.023456e+07 nChanged 15707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276313 members 
Mstep: Class 2 contains 74276 members 
Entering Unmasked Estep 
Score: -60243404.000000 Penalty: 15640.028320
	Iteration 11Q: 3 clusters Score -6.02434e+07 nChanged 11437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280312 members 
Mstep: Class 2 contains 70277 members 
Entering Unmasked Estep 
Score: -60248200.000000 Penalty: 15640.028320
	Iteration 12Q: 3 clusters Score -6.02482e+07 nChanged 7550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282804 members 
Mstep: Class 2 contains 67785 members 
Entering Unmasked Estep 
Score: -60250052.000000 Penalty: 15640.028320
	Iteration 13Q: 3 clusters Score -6.025005e+07 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284757 members 
Mstep: Class 2 contains 65832 members 
Entering Unmasked Estep 
Score: -60251476.000000 Penalty: 15640.028320
	Iteration 14Q: 3 clusters Score -6.025148e+07 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286451 members 
Mstep: Class 2 contains 64138 members 
Entering Unmasked Estep 
Score: -60252372.000000 Penalty: 15640.028320
	Iteration 15Q: 3 clusters Score -6.025237e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288054 members 
Mstep: Class 2 contains 62535 members 
Entering Unmasked Estep 
Score: -60253212.000000 Penalty: 15640.028320
	Iteration 16Q: 3 clusters Score -6.025321e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289622 members 
Mstep: Class 2 contains 60967 members 
Entering Unmasked Estep 
Score: -60253804.000000 Penalty: 15640.028320
	Iteration 17Q: 3 clusters Score -6.02538e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291230 members 
Mstep: Class 2 contains 59359 members 
Entering Unmasked Estep 
Score: -60254588.000000 Penalty: 15640.028320
	Iteration 18Q: 3 clusters Score -6.025459e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292779 members 
Mstep: Class 2 contains 57810 members 
Entering Unmasked Estep 
Score: -60255344.000000 Penalty: 15640.028320
	Iteration 19Q: 3 clusters Score -6.025534e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294320 members 
Mstep: Class 2 contains 56269 members 
Entering Unmasked Estep 
Score: -60256064.000000 Penalty: 15640.028320
	Iteration 20F: 3 clusters Score -6.025606e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295910 members 
Mstep: Class 2 contains 54679 members 
Entering Unmasked Estep 
Score: -60256544.000000 Penalty: 15640.028320
	Iteration 21Q: 3 clusters Score -6.025654e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297496 members 
Mstep: Class 2 contains 53093 members 
Entering Unmasked Estep 
Score: -60257436.000000 Penalty: 15640.028320
	Iteration 22Q: 3 clusters Score -6.025744e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299125 members 
Mstep: Class 2 contains 51464 members 
Entering Unmasked Estep 
Score: -60258004.000000 Penalty: 15640.028320
	Iteration 23Q: 3 clusters Score -6.0258e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300736 members 
Mstep: Class 2 contains 49853 members 
Entering Unmasked Estep 
Score: -60258756.000000 Penalty: 15640.028320
	Iteration 24Q: 3 clusters Score -6.025876e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302379 members 
Mstep: Class 2 contains 48210 members 
Entering Unmasked Estep 
Score: -60259368.000000 Penalty: 15640.028320
	Iteration 25Q: 3 clusters Score -6.025937e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304005 members 
Mstep: Class 2 contains 46584 members 
Entering Unmasked Estep 
Score: -60259908.000000 Penalty: 15640.028320
	Iteration 26Q: 3 clusters Score -6.025991e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305625 members 
Mstep: Class 2 contains 44964 members 
Entering Unmasked Estep 
Score: -60260540.000000 Penalty: 15640.028320
	Iteration 27Q: 3 clusters Score -6.026054e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307239 members 
Mstep: Class 2 contains 43350 members 
Entering Unmasked Estep 
Score: -60261080.000000 Penalty: 15640.028320
	Iteration 28Q: 3 clusters Score -6.026108e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308877 members 
Mstep: Class 2 contains 41712 members 
Entering Unmasked Estep 
Score: -60261780.000000 Penalty: 15640.028320
	Iteration 29Q: 3 clusters Score -6.026178e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310486 members 
Mstep: Class 2 contains 40103 members 
Entering Unmasked Estep 
Score: -60262384.000000 Penalty: 15640.028320
	Iteration 30Q: 3 clusters Score -6.026238e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312114 members 
Mstep: Class 2 contains 38475 members 
Entering Unmasked Estep 
Score: -60262740.000000 Penalty: 15640.028320
	Iteration 31Q: 3 clusters Score -6.026274e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313733 members 
Mstep: Class 2 contains 36856 members 
Entering Unmasked Estep 
Score: -60263500.000000 Penalty: 15640.028320
	Iteration 32Q: 3 clusters Score -6.02635e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315317 members 
Mstep: Class 2 contains 35272 members 
Entering Unmasked Estep 
Score: -60264156.000000 Penalty: 15640.028320
	Iteration 33Q: 3 clusters Score -6.026416e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316842 members 
Mstep: Class 2 contains 33747 members 
Entering Unmasked Estep 
Score: -60264700.000000 Penalty: 15640.028320
	Iteration 34Q: 3 clusters Score -6.02647e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318340 members 
Mstep: Class 2 contains 32249 members 
Entering Unmasked Estep 
Score: -60265364.000000 Penalty: 15640.028320
	Iteration 35Q: 3 clusters Score -6.026536e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319866 members 
Mstep: Class 2 contains 30723 members 
Entering Unmasked Estep 
Score: -60265992.000000 Penalty: 15640.028320
	Iteration 36Q: 3 clusters Score -6.026599e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321324 members 
Mstep: Class 2 contains 29265 members 
Entering Unmasked Estep 
Score: -60266684.000000 Penalty: 15640.028320
	Iteration 37Q: 3 clusters Score -6.026668e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322717 members 
Mstep: Class 2 contains 27872 members 
Entering Unmasked Estep 
Score: -60267332.000000 Penalty: 15640.028320
	Iteration 38Q: 3 clusters Score -6.026733e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324005 members 
Mstep: Class 2 contains 26584 members 
Entering Unmasked Estep 
Score: -60267952.000000 Penalty: 15640.028320
	Iteration 39Q: 3 clusters Score -6.026795e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325250 members 
Mstep: Class 2 contains 25339 members 
Entering Unmasked Estep 
Score: -60268412.000000 Penalty: 15640.028320
	Iteration 40F: 3 clusters Score -6.026841e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326433 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -60268968.000000 Penalty: 15640.028320
	Iteration 41Q: 3 clusters Score -6.026897e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327501 members 
Mstep: Class 2 contains 23088 members 
Entering Unmasked Estep 
Score: -60269260.000000 Penalty: 15640.028320
	Iteration 42Q: 3 clusters Score -6.026926e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328518 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -60269640.000000 Penalty: 15640.028320
	Iteration 43Q: 3 clusters Score -6.026964e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329492 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -60270068.000000 Penalty: 15640.028320
	Iteration 44Q: 3 clusters Score -6.027007e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330455 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -60270544.000000 Penalty: 15640.028320
	Iteration 45Q: 3 clusters Score -6.027054e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331357 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -60270780.000000 Penalty: 15640.028320
	Iteration 46Q: 3 clusters Score -6.027078e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332197 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -60271248.000000 Penalty: 15640.028320
	Iteration 47Q: 3 clusters Score -6.027125e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332956 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -60271608.000000 Penalty: 15640.028320
	Iteration 48Q: 3 clusters Score -6.027161e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333694 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -60271760.000000 Penalty: 15640.028320
	Iteration 49Q: 3 clusters Score -6.027176e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334397 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -60271964.000000 Penalty: 15640.028320
	Iteration 50Q: 3 clusters Score -6.027196e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335039 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -60272192.000000 Penalty: 15640.028320
	Iteration 51Q: 3 clusters Score -6.027219e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335642 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -60272356.000000 Penalty: 15640.028320
	Iteration 52Q: 3 clusters Score -6.027236e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336217 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -60272600.000000 Penalty: 15640.028320
	Iteration 53Q: 3 clusters Score -6.02726e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336746 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -60272800.000000 Penalty: 15640.028320
	Iteration 54Q: 3 clusters Score -6.02728e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337234 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -60273272.000000 Penalty: 15640.028320
	Iteration 55Q: 3 clusters Score -6.027327e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337703 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -60273404.000000 Penalty: 15640.028320
	Iteration 56Q: 3 clusters Score -6.02734e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338133 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -60273528.000000 Penalty: 15640.028320
	Iteration 57Q: 3 clusters Score -6.027353e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338532 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -60273776.000000 Penalty: 15640.028320
	Iteration 58Q: 3 clusters Score -6.027378e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338892 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -60273760.000000 Penalty: 15640.028320
	Iteration 59Q: 3 clusters Score -6.027376e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339211 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -60273820.000000 Penalty: 15640.028320
	Iteration 60F: 3 clusters Score -6.027382e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339497 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -60273940.000000 Penalty: 15640.028320
	Iteration 61Q: 3 clusters Score -6.027394e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339754 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -60274116.000000 Penalty: 15640.028320
	Iteration 62Q: 3 clusters Score -6.027412e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339987 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -60274328.000000 Penalty: 15640.028320
	Iteration 63Q: 3 clusters Score -6.027433e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340217 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -60274376.000000 Penalty: 15640.028320
	Iteration 64Q: 3 clusters Score -6.027438e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340433 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -60274524.000000 Penalty: 15640.028320
	Iteration 65Q: 3 clusters Score -6.027452e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340629 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -60274676.000000 Penalty: 15640.028320
	Iteration 66Q: 3 clusters Score -6.027468e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340807 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -60274796.000000 Penalty: 15640.028320
	Iteration 67Q: 3 clusters Score -6.02748e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340962 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -60274700.000000 Penalty: 15640.028320
	Iteration 68Q: 3 clusters Score -6.02747e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341106 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -60274728.000000 Penalty: 15640.028320
	Iteration 69Q: 3 clusters Score -6.027473e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341229 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -60274772.000000 Penalty: 15640.028320
	Iteration 70Q: 3 clusters Score -6.027477e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341334 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -60274848.000000 Penalty: 15640.028320
	Iteration 71Q: 3 clusters Score -6.027485e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341430 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -60274920.000000 Penalty: 15640.028320
	Iteration 72Q: 3 clusters Score -6.027492e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341518 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -60274868.000000 Penalty: 15640.028320
	Iteration 73Q: 3 clusters Score -6.027487e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341585 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -60274892.000000 Penalty: 15640.028320
	Iteration 74Q: 3 clusters Score -6.027489e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341653 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -60274888.000000 Penalty: 15640.028320
	Iteration 75Q: 3 clusters Score -6.027489e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341747 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -60274812.000000 Penalty: 15640.028320
	Iteration 76Q: 3 clusters Score -6.027481e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341819 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -60274920.000000 Penalty: 15640.028320
	Iteration 77Q: 3 clusters Score -6.027492e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341893 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -60274980.000000 Penalty: 15640.028320
	Iteration 78Q: 3 clusters Score -6.027498e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341951 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -60275044.000000 Penalty: 15640.028320
	Iteration 79Q: 3 clusters Score -6.027504e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342022 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -60275088.000000 Penalty: 15640.028320
	Iteration 80F: 3 clusters Score -6.027509e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342101 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -60275080.000000 Penalty: 15640.028320
	Iteration 81Q: 3 clusters Score -6.027508e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342167 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -60275136.000000 Penalty: 15640.028320
	Iteration 82Q: 3 clusters Score -6.027514e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342228 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -60275088.000000 Penalty: 15640.028320
	Iteration 83Q: 3 clusters Score -6.027509e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342292 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -60275196.000000 Penalty: 15640.028320
	Iteration 84Q: 3 clusters Score -6.02752e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342350 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -60275176.000000 Penalty: 15640.028320
	Iteration 85Q: 3 clusters Score -6.027518e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342392 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -60275196.000000 Penalty: 15640.028320
	Iteration 86Q: 3 clusters Score -6.02752e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342429 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -60275216.000000 Penalty: 15640.028320
	Iteration 87Q: 3 clusters Score -6.027522e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342471 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -60275212.000000 Penalty: 15640.028320
	Iteration 88Q: 3 clusters Score -6.027521e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342517 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -60275244.000000 Penalty: 15640.028320
	Iteration 89Q: 3 clusters Score -6.027524e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342553 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -60275232.000000 Penalty: 15640.028320
	Iteration 90Q: 3 clusters Score -6.027523e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342596 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -60275248.000000 Penalty: 15640.028320
	Iteration 91Q: 3 clusters Score -6.027525e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342634 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -60275236.000000 Penalty: 15640.028320
	Iteration 92Q: 3 clusters Score -6.027524e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342661 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -60275256.000000 Penalty: 15640.028320
	Iteration 93Q: 3 clusters Score -6.027526e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342694 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -60275268.000000 Penalty: 15640.028320
	Iteration 94Q: 3 clusters Score -6.027527e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342728 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -60275276.000000 Penalty: 15640.028320
	Iteration 95Q: 3 clusters Score -6.027528e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342773 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -60275248.000000 Penalty: 15640.028320
	Iteration 96Q: 3 clusters Score -6.027525e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342810 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -60275236.000000 Penalty: 15640.028320
	Iteration 97Q: 3 clusters Score -6.027524e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342837 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -60275292.000000 Penalty: 15640.028320
	Iteration 98Q: 3 clusters Score -6.027529e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342874 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -60275280.000000 Penalty: 15640.028320
	Iteration 99Q: 3 clusters Score -6.027528e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342900 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -60275296.000000 Penalty: 15640.028320
	Iteration 100F: 3 clusters Score -6.02753e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342927 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -60275316.000000 Penalty: 15640.028320
	Iteration 101Q: 3 clusters Score -6.027532e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342963 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -60275264.000000 Penalty: 15640.028320
	Iteration 102Q: 3 clusters Score -6.027526e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342993 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -60275280.000000 Penalty: 15640.028320
	Iteration 103Q: 3 clusters Score -6.027528e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343031 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -60275344.000000 Penalty: 15640.028320
	Iteration 104Q: 3 clusters Score -6.027534e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343070 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -60275376.000000 Penalty: 15640.028320
	Iteration 105Q: 3 clusters Score -6.027538e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343098 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -60275328.000000 Penalty: 15640.028320
	Iteration 106Q: 3 clusters Score -6.027533e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343128 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -60275300.000000 Penalty: 15640.028320
	Iteration 107Q: 3 clusters Score -6.02753e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343161 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -60275364.000000 Penalty: 15640.028320
	Iteration 108Q: 3 clusters Score -6.027536e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343206 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -60275408.000000 Penalty: 15640.028320
	Iteration 109Q: 3 clusters Score -6.027541e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343237 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -60275456.000000 Penalty: 15640.028320
	Iteration 110Q: 3 clusters Score -6.027546e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343266 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -60275424.000000 Penalty: 15640.028320
	Iteration 111Q: 3 clusters Score -6.027542e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343286 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -60275428.000000 Penalty: 15640.028320
	Iteration 112Q: 3 clusters Score -6.027543e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343310 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -60275440.000000 Penalty: 15640.028320
	Iteration 113Q: 3 clusters Score -6.027544e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343325 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -60275472.000000 Penalty: 15640.028320
	Iteration 114Q: 3 clusters Score -6.027547e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343340 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -60275464.000000 Penalty: 15640.028320
	Iteration 115Q: 3 clusters Score -6.027546e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343354 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -60275464.000000 Penalty: 15640.028320
	Iteration 116Q: 3 clusters Score -6.027546e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343361 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -60275480.000000 Penalty: 15640.028320
	Iteration 117Q: 3 clusters Score -6.027548e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343376 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -60275496.000000 Penalty: 15640.028320
	Iteration 118Q: 3 clusters Score -6.02755e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343385 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -60275512.000000 Penalty: 15640.028320
	Iteration 119Q: 3 clusters Score -6.027551e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343395 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -60275516.000000 Penalty: 15640.028320
	Iteration 120F: 3 clusters Score -6.027552e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343403 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -60275540.000000 Penalty: 15640.028320
	Iteration 121Q: 3 clusters Score -6.027554e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343412 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -60275528.000000 Penalty: 15640.028320
	Iteration 122Q: 3 clusters Score -6.027553e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343417 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -60275536.000000 Penalty: 15640.028320
	Iteration 123Q: 3 clusters Score -6.027554e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343420 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -60275552.000000 Penalty: 15640.028320
	Iteration 124Q: 3 clusters Score -6.027555e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343424 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -60275532.000000 Penalty: 15640.028320
	Iteration 125Q: 3 clusters Score -6.027553e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343428 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -60275508.000000 Penalty: 15640.028320
	Iteration 126Q: 3 clusters Score -6.027551e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343433 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -60275500.000000 Penalty: 15640.028320
	Iteration 127Q: 3 clusters Score -6.02755e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343441 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -60275504.000000 Penalty: 15640.028320
	Iteration 128Q: 3 clusters Score -6.02755e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343447 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -60275492.000000 Penalty: 15640.028320
	Iteration 129Q: 3 clusters Score -6.027549e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343453 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -60275504.000000 Penalty: 15640.028320
	Iteration 130Q: 3 clusters Score -6.02755e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343460 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -60275520.000000 Penalty: 15640.028320
	Iteration 131Q: 3 clusters Score -6.027552e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343465 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -60275512.000000 Penalty: 15640.028320
	Iteration 132Q: 3 clusters Score -6.027551e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343472 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -60275516.000000 Penalty: 15640.028320
	Iteration 133Q: 3 clusters Score -6.027552e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343474 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -60275528.000000 Penalty: 15640.028320
	Iteration 134Q: 3 clusters Score -6.027553e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343475 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -60275516.000000 Penalty: 15640.028320
	Iteration 135Q: 3 clusters Score -6.027552e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343476 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -60275500.000000 Penalty: 15640.028320
	Iteration 136Q: 3 clusters Score -6.02755e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343476 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -60275500.000000 Penalty: 15640.028320
	Iteration 137F: 3 clusters Score -6.02755e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (575724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575724 members 
Entering Unmasked Estep 
Score: -98756640.000000 Penalty: 8123.822754
	Iteration 0F: 2 clusters Score -9.875664e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288081 members 
Mstep: Class 2 contains 287643 members 
Entering Unmasked Estep 
Score: -98428824.000000 Penalty: 16247.645508
	Iteration 0F: 3 clusters Score -9.842882e+07 nChanged 277257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293020 members 
Mstep: Class 2 contains 282704 members 
Entering Unmasked Estep 
Score: -98591552.000000 Penalty: 16247.645508
	Iteration 1F: 3 clusters Score -9.859155e+07 nChanged 12498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296024 members 
Mstep: Class 2 contains 279700 members 
Entering Unmasked Estep 
Score: -98593728.000000 Penalty: 16247.645508
	Iteration 2Q: 3 clusters Score -9.859373e+07 nChanged 12970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300860 members 
Mstep: Class 2 contains 274864 members 
Entering Unmasked Estep 
Score: -98595760.000000 Penalty: 16247.645508
	Iteration 3Q: 3 clusters Score -9.859576e+07 nChanged 14150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308320 members 
Mstep: Class 2 contains 267404 members 
Entering Unmasked Estep 
Score: -98598368.000000 Penalty: 16247.645508
	Iteration 4Q: 3 clusters Score -9.859837e+07 nChanged 16373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319763 members 
Mstep: Class 2 contains 255961 members 
Entering Unmasked Estep 
Score: -98602592.000000 Penalty: 16247.645508
	Iteration 5Q: 3 clusters Score -9.860259e+07 nChanged 20505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337106 members 
Mstep: Class 2 contains 238618 members 
Entering Unmasked Estep 
Score: -98609664.000000 Penalty: 16247.645508
	Iteration 6Q: 3 clusters Score -9.860966e+07 nChanged 28106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363388 members 
Mstep: Class 2 contains 212336 members 
Entering Unmasked Estep 
Score: -98623408.000000 Penalty: 16247.645508
	Iteration 7Q: 3 clusters Score -9.862341e+07 nChanged 38157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400779 members 
Mstep: Class 2 contains 174945 members 
Entering Unmasked Estep 
Score: -98648032.000000 Penalty: 16247.645508
	Iteration 8F: 3 clusters Score -9.864803e+07 nChanged 48498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449009 members 
Mstep: Class 2 contains 126715 members 
Entering Unmasked Estep 
Score: -98682640.000000 Penalty: 16247.645508
	Iteration 9F: 3 clusters Score -9.868264e+07 nChanged 53154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502093 members 
Mstep: Class 2 contains 73631 members 
Entering Unmasked Estep 
Score: -98714960.000000 Penalty: 16247.645508
	Iteration 10F: 3 clusters Score -9.871496e+07 nChanged 41316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543397 members 
Mstep: Class 2 contains 32327 members 
Entering Unmasked Estep 
Score: -98734152.000000 Penalty: 16247.645508
	Iteration 11F: 3 clusters Score -9.873415e+07 nChanged 20749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564136 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -98743504.000000 Penalty: 16247.645508
	Iteration 12Q: 3 clusters Score -9.87435e+07 nChanged 7483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571615 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -98747536.000000 Penalty: 16247.645508
	Iteration 13Q: 3 clusters Score -9.874754e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573864 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -98748712.000000 Penalty: 16247.645508
	Iteration 14Q: 3 clusters Score -9.874871e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574513 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -98749184.000000 Penalty: 16247.645508
	Iteration 15Q: 3 clusters Score -9.874918e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574718 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -98749304.000000 Penalty: 16247.645508
	Iteration 16Q: 3 clusters Score -9.87493e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574792 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -98749440.000000 Penalty: 16247.645508
	Iteration 17Q: 3 clusters Score -9.874944e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574833 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -98749536.000000 Penalty: 16247.645508
	Iteration 18Q: 3 clusters Score -9.874954e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574866 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -98749608.000000 Penalty: 16247.645508
	Iteration 19Q: 3 clusters Score -9.874961e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574890 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -98749712.000000 Penalty: 16247.645508
	Iteration 20F: 3 clusters Score -9.874971e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574896 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -98749664.000000 Penalty: 16247.645508
	Iteration 21Q: 3 clusters Score -9.874966e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574902 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -98749648.000000 Penalty: 16247.645508
	Iteration 22Q: 3 clusters Score -9.874965e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574902 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -98749672.000000 Penalty: 16247.645508
	Iteration 23Q: 3 clusters Score -9.874967e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574907 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -98749688.000000 Penalty: 16247.645508
	Iteration 24Q: 3 clusters Score -9.874969e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574914 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -98749640.000000 Penalty: 16247.645508
	Iteration 25Q: 3 clusters Score -9.874964e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574918 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -98749728.000000 Penalty: 16247.645508
	Iteration 26Q: 3 clusters Score -9.874973e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574921 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -98749728.000000 Penalty: 16247.645508
	Iteration 27Q: 3 clusters Score -9.874973e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574929 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -98749760.000000 Penalty: 16247.645508
	Iteration 28Q: 3 clusters Score -9.874976e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574928 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -98749776.000000 Penalty: 16247.645508
	Iteration 29Q: 3 clusters Score -9.874978e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574929 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -98749720.000000 Penalty: 16247.645508
	Iteration 30Q: 3 clusters Score -9.874972e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574937 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -98749712.000000 Penalty: 16247.645508
	Iteration 31Q: 3 clusters Score -9.874971e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574936 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -98749688.000000 Penalty: 16247.645508
	Iteration 32Q: 3 clusters Score -9.874969e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574936 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -98749696.000000 Penalty: 16247.645508
	Iteration 33Q: 3 clusters Score -9.87497e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574939 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -98749760.000000 Penalty: 16247.645508
	Iteration 34Q: 3 clusters Score -9.874976e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574939 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -98749736.000000 Penalty: 16247.645508
	Iteration 35Q: 3 clusters Score -9.874974e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574937 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -98749720.000000 Penalty: 16247.645508
	Iteration 36Q: 3 clusters Score -9.874972e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574941 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -98749768.000000 Penalty: 16247.645508
	Iteration 37Q: 3 clusters Score -9.874977e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574941 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -98749752.000000 Penalty: 16247.645508
	Iteration 38Q: 3 clusters Score -9.874975e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574942 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -98749760.000000 Penalty: 16247.645508
	Iteration 39Q: 3 clusters Score -9.874976e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574947 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -98749768.000000 Penalty: 16247.645508
	Iteration 40F: 3 clusters Score -9.874977e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574951 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -98749752.000000 Penalty: 16247.645508
	Iteration 41Q: 3 clusters Score -9.874975e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574952 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -98749760.000000 Penalty: 16247.645508
	Iteration 42Q: 3 clusters Score -9.874976e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574950 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -98749776.000000 Penalty: 16247.645508
	Iteration 43Q: 3 clusters Score -9.874978e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574950 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -98749824.000000 Penalty: 16247.645508
	Iteration 44Q: 3 clusters Score -9.874982e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574952 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -98749824.000000 Penalty: 16247.645508
	Iteration 45Q: 3 clusters Score -9.874982e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574954 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -98749864.000000 Penalty: 16247.645508
	Iteration 46Q: 3 clusters Score -9.874986e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574954 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -98749848.000000 Penalty: 16247.645508
	Iteration 47Q: 3 clusters Score -9.874985e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574954 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -98749848.000000 Penalty: 16247.645508
	Iteration 48F: 3 clusters Score -9.874985e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (97060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97060 members 
Entering Unmasked Estep 
Score: -16390657.000000 Penalty: 7033.389160
	Iteration 0F: 2 clusters Score -1.639066e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48617 members 
Mstep: Class 2 contains 48443 members 
Entering Unmasked Estep 
Score: -16324346.000000 Penalty: 14066.778320
	Iteration 0F: 3 clusters Score -1.632435e+07 nChanged 44328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49083 members 
Mstep: Class 2 contains 47977 members 
Entering Unmasked Estep 
Score: -16348465.000000 Penalty: 14066.778320
	Iteration 1F: 3 clusters Score -1.634846e+07 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49378 members 
Mstep: Class 2 contains 47682 members 
Entering Unmasked Estep 
Score: -16349344.000000 Penalty: 14066.778320
	Iteration 2Q: 3 clusters Score -1.634934e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49676 members 
Mstep: Class 2 contains 47384 members 
Entering Unmasked Estep 
Score: -16350091.000000 Penalty: 14066.778320
	Iteration 3Q: 3 clusters Score -1.635009e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50120 members 
Mstep: Class 2 contains 46940 members 
Entering Unmasked Estep 
Score: -16350669.000000 Penalty: 14066.778320
	Iteration 4Q: 3 clusters Score -1.635067e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50751 members 
Mstep: Class 2 contains 46309 members 
Entering Unmasked Estep 
Score: -16351292.000000 Penalty: 14066.778320
	Iteration 5Q: 3 clusters Score -1.635129e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51679 members 
Mstep: Class 2 contains 45381 members 
Entering Unmasked Estep 
Score: -16351794.000000 Penalty: 14066.778320
	Iteration 6Q: 3 clusters Score -1.635179e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52950 members 
Mstep: Class 2 contains 44110 members 
Entering Unmasked Estep 
Score: -16352357.000000 Penalty: 14066.778320
	Iteration 7Q: 3 clusters Score -1.635236e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54761 members 
Mstep: Class 2 contains 42299 members 
Entering Unmasked Estep 
Score: -16353056.000000 Penalty: 14066.778320
	Iteration 8Q: 3 clusters Score -1.635306e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57230 members 
Mstep: Class 2 contains 39830 members 
Entering Unmasked Estep 
Score: -16354021.000000 Penalty: 14066.778320
	Iteration 9Q: 3 clusters Score -1.635402e+07 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60703 members 
Mstep: Class 2 contains 36357 members 
Entering Unmasked Estep 
Score: -16355576.000000 Penalty: 14066.778320
	Iteration 10Q: 3 clusters Score -1.635558e+07 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65415 members 
Mstep: Class 2 contains 31645 members 
Entering Unmasked Estep 
Score: -16358185.000000 Penalty: 14066.778320
	Iteration 11F: 3 clusters Score -1.635818e+07 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71507 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
Score: -16362375.000000 Penalty: 14066.778320
	Iteration 12F: 3 clusters Score -1.636238e+07 nChanged 7216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78677 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -16368283.000000 Penalty: 14066.778320
	Iteration 13F: 3 clusters Score -1.636828e+07 nChanged 7052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85689 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -16374690.000000 Penalty: 14066.778320
	Iteration 14F: 3 clusters Score -1.637469e+07 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91000 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -16379823.000000 Penalty: 14066.778320
	Iteration 15F: 3 clusters Score -1.637982e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93969 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -16382750.000000 Penalty: 14066.778320
	Iteration 16Q: 3 clusters Score -1.638275e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95251 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -16384070.000000 Penalty: 14066.778320
	Iteration 17Q: 3 clusters Score -1.638407e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95718 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -16384578.000000 Penalty: 14066.778320
	Iteration 18Q: 3 clusters Score -1.638458e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95924 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -16384856.000000 Penalty: 14066.778320
	Iteration 19Q: 3 clusters Score -1.638486e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96017 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -16384978.000000 Penalty: 14066.778320
	Iteration 20F: 3 clusters Score -1.638498e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96062 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -16385044.000000 Penalty: 14066.778320
	Iteration 21Q: 3 clusters Score -1.638504e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96098 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -16385053.000000 Penalty: 14066.778320
	Iteration 22Q: 3 clusters Score -1.638505e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96121 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -16385092.000000 Penalty: 14066.778320
	Iteration 23Q: 3 clusters Score -1.638509e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96135 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -16385123.000000 Penalty: 14066.778320
	Iteration 24Q: 3 clusters Score -1.638512e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96149 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -16385142.000000 Penalty: 14066.778320
	Iteration 25Q: 3 clusters Score -1.638514e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96155 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -16385132.000000 Penalty: 14066.778320
	Iteration 26Q: 3 clusters Score -1.638513e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96165 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -16385157.000000 Penalty: 14066.778320
	Iteration 27Q: 3 clusters Score -1.638516e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96170 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -16385151.000000 Penalty: 14066.778320
	Iteration 28Q: 3 clusters Score -1.638515e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96171 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -16385148.000000 Penalty: 14066.778320
	Iteration 29Q: 3 clusters Score -1.638515e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96178 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -16385178.000000 Penalty: 14066.778320
	Iteration 30Q: 3 clusters Score -1.638518e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96182 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -16385178.000000 Penalty: 14066.778320
	Iteration 31Q: 3 clusters Score -1.638518e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96182 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -16385191.000000 Penalty: 14066.778320
	Iteration 32Q: 3 clusters Score -1.638519e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96183 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -16385202.000000 Penalty: 14066.778320
	Iteration 33Q: 3 clusters Score -1.63852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96186 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -16385187.000000 Penalty: 14066.778320
	Iteration 34Q: 3 clusters Score -1.638519e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96187 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -16385193.000000 Penalty: 14066.778320
	Iteration 35Q: 3 clusters Score -1.638519e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96189 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -16385184.000000 Penalty: 14066.778320
	Iteration 36Q: 3 clusters Score -1.638518e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96189 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -16385190.000000 Penalty: 14066.778320
	Iteration 37Q: 3 clusters Score -1.638519e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96190 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -16385186.000000 Penalty: 14066.778320
	Iteration 38Q: 3 clusters Score -1.638519e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96192 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -16385193.000000 Penalty: 14066.778320
	Iteration 39Q: 3 clusters Score -1.638519e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96193 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -16385184.000000 Penalty: 14066.778320
	Iteration 40F: 3 clusters Score -1.638518e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (19913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Entering Unmasked Estep 
Score: -3493101.000000 Penalty: 6063.215820
	Iteration 0F: 2 clusters Score -3493101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -3476642.000000 Penalty: 12126.431641
	Iteration 0F: 3 clusters Score -3476642 nChanged 7978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -3480787.750000 Penalty: 12126.431641
	Iteration 1F: 3 clusters Score -3480788 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -3481379.750000 Penalty: 12126.431641
	Iteration 2F: 3 clusters Score -3481380 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -3481766.500000 Penalty: 12126.431641
	Iteration 3Q: 3 clusters Score -3481766 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -3482082.500000 Penalty: 12126.431641
	Iteration 4Q: 3 clusters Score -3482082 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -3482323.750000 Penalty: 12126.431641
	Iteration 5Q: 3 clusters Score -3482324 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -3482563.750000 Penalty: 12126.431641
	Iteration 6Q: 3 clusters Score -3482564 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -3482837.000000 Penalty: 12126.431641
	Iteration 7Q: 3 clusters Score -3482837 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -3483083.000000 Penalty: 12126.431641
	Iteration 8Q: 3 clusters Score -3483083 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -3483355.750000 Penalty: 12126.431641
	Iteration 9Q: 3 clusters Score -3483356 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -3483679.500000 Penalty: 12126.431641
	Iteration 10Q: 3 clusters Score -3483680 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -3484024.000000 Penalty: 12126.431641
	Iteration 11Q: 3 clusters Score -3484024 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -3484394.000000 Penalty: 12126.431641
	Iteration 12Q: 3 clusters Score -3484394 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -3484796.750000 Penalty: 12126.431641
	Iteration 13Q: 3 clusters Score -3484797 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -3485203.750000 Penalty: 12126.431641
	Iteration 14Q: 3 clusters Score -3485204 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -3485591.750000 Penalty: 12126.431641
	Iteration 15Q: 3 clusters Score -3485592 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -3485961.750000 Penalty: 12126.431641
	Iteration 16Q: 3 clusters Score -3485962 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -3486313.000000 Penalty: 12126.431641
	Iteration 17Q: 3 clusters Score -3486313 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -3486604.500000 Penalty: 12126.431641
	Iteration 18Q: 3 clusters Score -3486604 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -3486854.750000 Penalty: 12126.431641
	Iteration 19Q: 3 clusters Score -3486855 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -3487045.750000 Penalty: 12126.431641
	Iteration 20F: 3 clusters Score -3487046 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -3487181.250000 Penalty: 12126.431641
	Iteration 21Q: 3 clusters Score -3487181 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -3487322.500000 Penalty: 12126.431641
	Iteration 22Q: 3 clusters Score -3487322 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -3487407.750000 Penalty: 12126.431641
	Iteration 23Q: 3 clusters Score -3487408 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -3487483.000000 Penalty: 12126.431641
	Iteration 24Q: 3 clusters Score -3487483 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -3487545.750000 Penalty: 12126.431641
	Iteration 25Q: 3 clusters Score -3487546 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -3487599.250000 Penalty: 12126.431641
	Iteration 26Q: 3 clusters Score -3487599 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -3487643.000000 Penalty: 12126.431641
	Iteration 27Q: 3 clusters Score -3487643 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3487670.750000 Penalty: 12126.431641
	Iteration 28Q: 3 clusters Score -3487671 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -3487690.000000 Penalty: 12126.431641
	Iteration 29Q: 3 clusters Score -3487690 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -3487712.000000 Penalty: 12126.431641
	Iteration 30Q: 3 clusters Score -3487712 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -3487720.250000 Penalty: 12126.431641
	Iteration 31Q: 3 clusters Score -3487720 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -3487726.500000 Penalty: 12126.431641
	Iteration 32Q: 3 clusters Score -3487726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3487735.250000 Penalty: 12126.431641
	Iteration 33Q: 3 clusters Score -3487735 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -3487737.250000 Penalty: 12126.431641
	Iteration 34Q: 3 clusters Score -3487737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -3487745.000000 Penalty: 12126.431641
	Iteration 35Q: 3 clusters Score -3487745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -3487754.250000 Penalty: 12126.431641
	Iteration 36Q: 3 clusters Score -3487754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -3487762.750000 Penalty: 12126.431641
	Iteration 37Q: 3 clusters Score -3487763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -3487766.750000 Penalty: 12126.431641
	Iteration 38Q: 3 clusters Score -3487767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -3487775.500000 Penalty: 12126.431641
	Iteration 39Q: 3 clusters Score -3487776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -3487777.000000 Penalty: 12126.431641
	Iteration 40F: 3 clusters Score -3487777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -3487776.000000 Penalty: 12126.431641
	Iteration 41Q: 3 clusters Score -3487776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -3487778.750000 Penalty: 12126.431641
	Iteration 42Q: 3 clusters Score -3487779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3487782.000000 Penalty: 12126.431641
	Iteration 43Q: 3 clusters Score -3487782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3487788.000000 Penalty: 12126.431641
	Iteration 44Q: 3 clusters Score -3487788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -3487785.500000 Penalty: 12126.431641
	Iteration 45Q: 3 clusters Score -3487786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -3487791.250000 Penalty: 12126.431641
	Iteration 46Q: 3 clusters Score -3487791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3487794.250000 Penalty: 12126.431641
	Iteration 47Q: 3 clusters Score -3487794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -3487799.250000 Penalty: 12126.431641
	Iteration 48Q: 3 clusters Score -3487799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -3487795.000000 Penalty: 12126.431641
	Iteration 49Q: 3 clusters Score -3487795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3487799.250000 Penalty: 12126.431641
	Iteration 50Q: 3 clusters Score -3487799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -3487802.750000 Penalty: 12126.431641
	Iteration 51Q: 3 clusters Score -3487803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -3487806.750000 Penalty: 12126.431641
	Iteration 52Q: 3 clusters Score -3487807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -3487806.750000 Penalty: 12126.431641
	Iteration 53F: 3 clusters Score -3487807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Entering Unmasked Estep 
Score: -300039.906250 Penalty: 4627.351074
	Iteration 0F: 2 clusters Score -300039.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -295209.906250 Penalty: 9254.702148
	Iteration 0F: 3 clusters Score -295209.9 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -295832.062500 Penalty: 9254.702148
	Iteration 1F: 3 clusters Score -295832.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -296057.843750 Penalty: 9254.702148
	Iteration 2F: 3 clusters Score -296057.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -296208.843750 Penalty: 9254.702148
	Iteration 3Q: 3 clusters Score -296208.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -296314.812500 Penalty: 9254.702148
	Iteration 4Q: 3 clusters Score -296314.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -296374.937500 Penalty: 9254.702148
	Iteration 5Q: 3 clusters Score -296374.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -296421.437500 Penalty: 9254.702148
	Iteration 6Q: 3 clusters Score -296421.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -296503.656250 Penalty: 9254.702148
	Iteration 7Q: 3 clusters Score -296503.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -296597.437500 Penalty: 9254.702148
	Iteration 8Q: 3 clusters Score -296597.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -296720.812500 Penalty: 9254.702148
	Iteration 9Q: 3 clusters Score -296720.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -296883.718750 Penalty: 9254.702148
	Iteration 10Q: 3 clusters Score -296883.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -297093.500000 Penalty: 9254.702148
	Iteration 11Q: 3 clusters Score -297093.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -297314.625000 Penalty: 9254.702148
	Iteration 12Q: 3 clusters Score -297314.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -297546.937500 Penalty: 9254.702148
	Iteration 13Q: 3 clusters Score -297546.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -297825.625000 Penalty: 9254.702148
	Iteration 14Q: 3 clusters Score -297825.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -298178.312500 Penalty: 9254.702148
	Iteration 15Q: 3 clusters Score -298178.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -298507.125000 Penalty: 9254.702148
	Iteration 16Q: 3 clusters Score -298507.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -298807.625000 Penalty: 9254.702148
	Iteration 17Q: 3 clusters Score -298807.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -299126.343750 Penalty: 9254.702148
	Iteration 18Q: 3 clusters Score -299126.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -299414.000000 Penalty: 9254.702148
	Iteration 19Q: 3 clusters Score -299414 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -299771.437500 Penalty: 9254.702148
	Iteration 20F: 3 clusters Score -299771.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -300433.093750 Penalty: 9254.702148
	Iteration 21Q: 3 clusters Score -300433.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -300694.343750 Penalty: 9254.702148
	Iteration 22Q: 3 clusters Score -300694.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -300794.343750 Penalty: 9254.702148
	Iteration 23Q: 3 clusters Score -300794.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -300815.562500 Penalty: 9254.702148
	Iteration 24Q: 3 clusters Score -300815.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -300827.437500 Penalty: 9254.702148
	Iteration 25Q: 3 clusters Score -300827.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -300834.843750 Penalty: 9254.702148
	Iteration 26Q: 3 clusters Score -300834.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -300834.843750 Penalty: 9254.702148
	Iteration 27F: 3 clusters Score -300834.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 12034 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50581 members 
Mstep: Class 5 contains 131674 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33056 members 
Mstep: Class 9 contains 24664 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22779 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38616 members 
Mstep: Class 15 contains 350589 members 
Mstep: Class 16 contains 575724 members 
Mstep: Class 17 contains 97060 members 
Mstep: Class 18 contains 1066 members 
Mstep: Class 19 contains 19913 members 
Mstep: Class 21 contains 844 members 
Entering Unmasked Estep 
Score: -233307104.000000 Penalty: 173134.625000
Splitting cluster 21 changes total score from -233311264.000000 to -233307104.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 12034 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50581 members 
Mstep: Class 5 contains 131674 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33056 members 
Mstep: Class 9 contains 24664 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22779 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38616 members 
Mstep: Class 15 contains 350589 members 
Mstep: Class 16 contains 575724 members 
Mstep: Class 17 contains 97060 members 
Mstep: Class 19 contains 19913 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311200.000000 Penalty: 164477.890625
Iteration 119Q: 20 clusters Score -2.333112e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 12020 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50583 members 
Mstep: Class 5 contains 131688 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33057 members 
Mstep: Class 9 contains 24664 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22779 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38615 members 
Mstep: Class 15 contains 350567 members 
Mstep: Class 16 contains 575729 members 
Mstep: Class 17 contains 97049 members 
Mstep: Class 19 contains 19939 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311344.000000 Penalty: 164477.890625
Iteration 120F: 20 clusters Score -2.333113e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 12008 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50585 members 
Mstep: Class 5 contains 131686 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33054 members 
Mstep: Class 9 contains 24664 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22779 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38615 members 
Mstep: Class 15 contains 350554 members 
Mstep: Class 16 contains 575727 members 
Mstep: Class 17 contains 97045 members 
Mstep: Class 19 contains 19973 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311344.000000 Penalty: 164477.890625
Iteration 121Q: 20 clusters Score -2.333113e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 11994 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50584 members 
Mstep: Class 5 contains 131694 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33054 members 
Mstep: Class 9 contains 24666 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22778 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38613 members 
Mstep: Class 15 contains 350536 members 
Mstep: Class 16 contains 575719 members 
Mstep: Class 17 contains 97050 members 
Mstep: Class 19 contains 20002 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311552.000000 Penalty: 164477.890625
Iteration 122Q: 20 clusters Score -2.333116e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 11981 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50580 members 
Mstep: Class 5 contains 131706 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33053 members 
Mstep: Class 9 contains 24668 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22778 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38614 members 
Mstep: Class 15 contains 350513 members 
Mstep: Class 16 contains 575712 members 
Mstep: Class 17 contains 97053 members 
Mstep: Class 19 contains 20032 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311440.000000 Penalty: 164477.890625
Iteration 123Q: 20 clusters Score -2.333114e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 11967 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50581 members 
Mstep: Class 5 contains 131721 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33054 members 
Mstep: Class 9 contains 24668 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22778 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38616 members 
Mstep: Class 15 contains 350485 members 
Mstep: Class 16 contains 575716 members 
Mstep: Class 17 contains 97053 members 
Mstep: Class 19 contains 20051 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311408.000000 Penalty: 164477.890625
Iteration 124Q: 20 clusters Score -2.333114e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 11960 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50581 members 
Mstep: Class 5 contains 131733 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33058 members 
Mstep: Class 9 contains 24669 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22778 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38617 members 
Mstep: Class 15 contains 350465 members 
Mstep: Class 16 contains 575709 members 
Mstep: Class 17 contains 97050 members 
Mstep: Class 19 contains 20070 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311424.000000 Penalty: 164477.890625
Iteration 125Q: 20 clusters Score -2.333114e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 11947 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50579 members 
Mstep: Class 5 contains 131743 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33059 members 
Mstep: Class 9 contains 24670 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22778 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38618 members 
Mstep: Class 15 contains 350448 members 
Mstep: Class 16 contains 575700 members 
Mstep: Class 17 contains 97053 members 
Mstep: Class 19 contains 20095 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311632.000000 Penalty: 164477.890625
Iteration 126Q: 20 clusters Score -2.333116e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 11937 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50578 members 
Mstep: Class 5 contains 131752 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33066 members 
Mstep: Class 9 contains 24673 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22778 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38618 members 
Mstep: Class 15 contains 350427 members 
Mstep: Class 16 contains 575698 members 
Mstep: Class 17 contains 97052 members 
Mstep: Class 19 contains 20111 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311600.000000 Penalty: 164477.890625
Iteration 127Q: 20 clusters Score -2.333116e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 11927 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50575 members 
Mstep: Class 5 contains 131760 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33061 members 
Mstep: Class 9 contains 24673 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22778 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38619 members 
Mstep: Class 15 contains 350425 members 
Mstep: Class 16 contains 575694 members 
Mstep: Class 17 contains 97052 members 
Mstep: Class 19 contains 20126 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311744.000000 Penalty: 164477.890625
Iteration 128Q: 20 clusters Score -2.333117e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 11920 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50575 members 
Mstep: Class 5 contains 131777 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33053 members 
Mstep: Class 9 contains 24672 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22778 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38619 members 
Mstep: Class 15 contains 350426 members 
Mstep: Class 16 contains 575682 members 
Mstep: Class 17 contains 97050 members 
Mstep: Class 19 contains 20139 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311712.000000 Penalty: 164477.890625
Iteration 129Q: 20 clusters Score -2.333117e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 11914 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50576 members 
Mstep: Class 5 contains 131790 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33052 members 
Mstep: Class 9 contains 24672 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22778 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38621 members 
Mstep: Class 15 contains 350422 members 
Mstep: Class 16 contains 575675 members 
Mstep: Class 17 contains 97041 members 
Mstep: Class 19 contains 20149 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311600.000000 Penalty: 164477.890625
Iteration 130Q: 20 clusters Score -2.333116e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 11909 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50578 members 
Mstep: Class 5 contains 131793 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33055 members 
Mstep: Class 9 contains 24673 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22778 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38620 members 
Mstep: Class 15 contains 350422 members 
Mstep: Class 16 contains 575675 members 
Mstep: Class 17 contains 97028 members 
Mstep: Class 19 contains 20157 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311664.000000 Penalty: 164477.890625
Iteration 131Q: 20 clusters Score -2.333117e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 11904 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50578 members 
Mstep: Class 5 contains 131800 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33053 members 
Mstep: Class 9 contains 24672 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22778 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38619 members 
Mstep: Class 15 contains 350424 members 
Mstep: Class 16 contains 575684 members 
Mstep: Class 17 contains 97011 members 
Mstep: Class 19 contains 20165 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311840.000000 Penalty: 164477.890625
Iteration 132Q: 20 clusters Score -2.333118e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 11900 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50580 members 
Mstep: Class 5 contains 131807 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33053 members 
Mstep: Class 9 contains 24670 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22778 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38620 members 
Mstep: Class 15 contains 350421 members 
Mstep: Class 16 contains 575681 members 
Mstep: Class 17 contains 97001 members 
Mstep: Class 19 contains 20177 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311840.000000 Penalty: 164477.890625
Iteration 133Q: 20 clusters Score -2.333118e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 11895 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50581 members 
Mstep: Class 5 contains 131813 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33053 members 
Mstep: Class 9 contains 24672 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22778 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38618 members 
Mstep: Class 15 contains 350417 members 
Mstep: Class 16 contains 575681 members 
Mstep: Class 17 contains 96995 members 
Mstep: Class 19 contains 20185 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311712.000000 Penalty: 164477.890625
Iteration 134Q: 20 clusters Score -2.333117e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 11892 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50578 members 
Mstep: Class 5 contains 131811 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33055 members 
Mstep: Class 9 contains 24673 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22778 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38619 members 
Mstep: Class 15 contains 350412 members 
Mstep: Class 16 contains 575686 members 
Mstep: Class 17 contains 96993 members 
Mstep: Class 19 contains 20191 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311744.000000 Penalty: 164477.890625
Iteration 135Q: 20 clusters Score -2.333117e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 11890 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50577 members 
Mstep: Class 5 contains 131814 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33057 members 
Mstep: Class 9 contains 24673 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22778 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38619 members 
Mstep: Class 15 contains 350401 members 
Mstep: Class 16 contains 575690 members 
Mstep: Class 17 contains 96991 members 
Mstep: Class 19 contains 20198 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311872.000000 Penalty: 164477.890625
Iteration 136Q: 20 clusters Score -2.333119e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 11888 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50578 members 
Mstep: Class 5 contains 131807 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33058 members 
Mstep: Class 9 contains 24671 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22778 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38620 members 
Mstep: Class 15 contains 350409 members 
Mstep: Class 16 contains 575689 members 
Mstep: Class 17 contains 96988 members 
Mstep: Class 19 contains 20202 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311920.000000 Penalty: 164477.890625
Iteration 137Q: 20 clusters Score -2.333119e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 11888 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50577 members 
Mstep: Class 5 contains 131807 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33059 members 
Mstep: Class 9 contains 24674 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22778 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38620 members 
Mstep: Class 15 contains 350412 members 
Mstep: Class 16 contains 575683 members 
Mstep: Class 17 contains 96984 members 
Mstep: Class 19 contains 20206 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311872.000000 Penalty: 164477.890625
Iteration 138Q: 20 clusters Score -2.333119e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 11888 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50577 members 
Mstep: Class 5 contains 131809 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33060 members 
Mstep: Class 9 contains 24674 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22778 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38620 members 
Mstep: Class 15 contains 350418 members 
Mstep: Class 16 contains 575670 members 
Mstep: Class 17 contains 96983 members 
Mstep: Class 19 contains 20211 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311824.000000 Penalty: 164477.890625
Iteration 139Q: 20 clusters Score -2.333118e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 11888 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50576 members 
Mstep: Class 5 contains 131809 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33060 members 
Mstep: Class 9 contains 24674 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22778 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38620 members 
Mstep: Class 15 contains 350422 members 
Mstep: Class 16 contains 575661 members 
Mstep: Class 17 contains 96982 members 
Mstep: Class 19 contains 20218 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311744.000000 Penalty: 164477.890625
Iteration 140F: 20 clusters Score -2.333117e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 11887 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50577 members 
Mstep: Class 5 contains 131810 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33060 members 
Mstep: Class 9 contains 24674 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22778 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38621 members 
Mstep: Class 15 contains 350427 members 
Mstep: Class 16 contains 575652 members 
Mstep: Class 17 contains 96982 members 
Mstep: Class 19 contains 20220 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311792.000000 Penalty: 164477.890625
Iteration 141Q: 20 clusters Score -2.333118e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50577 members 
Mstep: Class 5 contains 131814 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33059 members 
Mstep: Class 9 contains 24674 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22778 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38620 members 
Mstep: Class 15 contains 350429 members 
Mstep: Class 16 contains 575652 members 
Mstep: Class 17 contains 96978 members 
Mstep: Class 19 contains 20221 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311680.000000 Penalty: 164477.890625
Iteration 142Q: 20 clusters Score -2.333117e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50576 members 
Mstep: Class 5 contains 131818 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33058 members 
Mstep: Class 9 contains 24674 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22778 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38622 members 
Mstep: Class 15 contains 350433 members 
Mstep: Class 16 contains 575643 members 
Mstep: Class 17 contains 96973 members 
Mstep: Class 19 contains 20227 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311744.000000 Penalty: 164477.890625
Iteration 143Q: 20 clusters Score -2.333117e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50576 members 
Mstep: Class 5 contains 131820 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33058 members 
Mstep: Class 9 contains 24674 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22778 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38620 members 
Mstep: Class 15 contains 350437 members 
Mstep: Class 16 contains 575639 members 
Mstep: Class 17 contains 96970 members 
Mstep: Class 19 contains 20230 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311776.000000 Penalty: 164477.890625
Iteration 144Q: 20 clusters Score -2.333118e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50576 members 
Mstep: Class 5 contains 131824 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33058 members 
Mstep: Class 9 contains 24674 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22778 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38621 members 
Mstep: Class 15 contains 350437 members 
Mstep: Class 16 contains 575633 members 
Mstep: Class 17 contains 96969 members 
Mstep: Class 19 contains 20232 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311744.000000 Penalty: 164477.890625
Iteration 145Q: 20 clusters Score -2.333117e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50577 members 
Mstep: Class 5 contains 131824 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33057 members 
Mstep: Class 9 contains 24674 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22778 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38621 members 
Mstep: Class 15 contains 350439 members 
Mstep: Class 16 contains 575628 members 
Mstep: Class 17 contains 96969 members 
Mstep: Class 19 contains 20235 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311856.000000 Penalty: 164477.890625
Iteration 146Q: 20 clusters Score -2.333119e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50577 members 
Mstep: Class 5 contains 131824 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33055 members 
Mstep: Class 9 contains 24674 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22778 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38621 members 
Mstep: Class 15 contains 350443 members 
Mstep: Class 16 contains 575623 members 
Mstep: Class 17 contains 96969 members 
Mstep: Class 19 contains 20238 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311840.000000 Penalty: 164477.890625
Iteration 147Q: 20 clusters Score -2.333118e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50577 members 
Mstep: Class 5 contains 131827 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33055 members 
Mstep: Class 9 contains 24675 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22778 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38621 members 
Mstep: Class 15 contains 350440 members 
Mstep: Class 16 contains 575618 members 
Mstep: Class 17 contains 96969 members 
Mstep: Class 19 contains 20242 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 148Q: 20 clusters Score -2.333118e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50577 members 
Mstep: Class 5 contains 131831 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33054 members 
Mstep: Class 9 contains 24678 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22778 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38621 members 
Mstep: Class 15 contains 350434 members 
Mstep: Class 16 contains 575616 members 
Mstep: Class 17 contains 96966 members 
Mstep: Class 19 contains 20247 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
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Iteration 149Q: 20 clusters Score -2.333117e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50578 members 
Mstep: Class 5 contains 131835 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33055 members 
Mstep: Class 9 contains 24681 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22778 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38621 members 
Mstep: Class 15 contains 350425 members 
Mstep: Class 16 contains 575612 members 
Mstep: Class 17 contains 96965 members 
Mstep: Class 19 contains 20252 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311696.000000 Penalty: 164477.890625
Iteration 150Q: 20 clusters Score -2.333117e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50579 members 
Mstep: Class 5 contains 131835 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33055 members 
Mstep: Class 9 contains 24684 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22778 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38621 members 
Mstep: Class 15 contains 350418 members 
Mstep: Class 16 contains 575611 members 
Mstep: Class 17 contains 96965 members 
Mstep: Class 19 contains 20256 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311760.000000 Penalty: 164477.890625
Iteration 151Q: 20 clusters Score -2.333118e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50575 members 
Mstep: Class 5 contains 131832 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33057 members 
Mstep: Class 9 contains 24683 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22778 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38620 members 
Mstep: Class 15 contains 350420 members 
Mstep: Class 16 contains 575608 members 
Mstep: Class 17 contains 96965 members 
Mstep: Class 19 contains 20264 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311632.000000 Penalty: 164477.890625
Iteration 152Q: 20 clusters Score -2.333116e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50573 members 
Mstep: Class 5 contains 131827 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33057 members 
Mstep: Class 9 contains 24683 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22778 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38619 members 
Mstep: Class 15 contains 350424 members 
Mstep: Class 16 contains 575606 members 
Mstep: Class 17 contains 96966 members 
Mstep: Class 19 contains 20269 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311568.000000 Penalty: 164477.890625
Iteration 153Q: 20 clusters Score -2.333116e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 11885 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50572 members 
Mstep: Class 5 contains 131826 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33059 members 
Mstep: Class 9 contains 24683 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22777 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38618 members 
Mstep: Class 15 contains 350426 members 
Mstep: Class 16 contains 575597 members 
Mstep: Class 17 contains 96968 members 
Mstep: Class 19 contains 20277 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311648.000000 Penalty: 164477.890625
Iteration 154Q: 20 clusters Score -2.333116e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 11883 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50572 members 
Mstep: Class 5 contains 131827 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33060 members 
Mstep: Class 9 contains 24683 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22777 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38618 members 
Mstep: Class 15 contains 350430 members 
Mstep: Class 16 contains 575591 members 
Mstep: Class 17 contains 96969 members 
Mstep: Class 19 contains 20278 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311552.000000 Penalty: 164477.890625
Iteration 155Q: 20 clusters Score -2.333116e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 11882 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50572 members 
Mstep: Class 5 contains 131829 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33060 members 
Mstep: Class 9 contains 24683 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22777 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38618 members 
Mstep: Class 15 contains 350429 members 
Mstep: Class 16 contains 575590 members 
Mstep: Class 17 contains 96969 members 
Mstep: Class 19 contains 20279 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311552.000000 Penalty: 164477.890625
Iteration 156Q: 20 clusters Score -2.333116e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 11882 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50572 members 
Mstep: Class 5 contains 131831 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33058 members 
Mstep: Class 9 contains 24683 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22777 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38618 members 
Mstep: Class 15 contains 350430 members 
Mstep: Class 16 contains 575587 members 
Mstep: Class 17 contains 96966 members 
Mstep: Class 19 contains 20284 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311600.000000 Penalty: 164477.890625
Iteration 157Q: 20 clusters Score -2.333116e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 11881 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50572 members 
Mstep: Class 5 contains 131830 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33056 members 
Mstep: Class 9 contains 24683 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22777 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38618 members 
Mstep: Class 15 contains 350431 members 
Mstep: Class 16 contains 575588 members 
Mstep: Class 17 contains 96968 members 
Mstep: Class 19 contains 20284 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311552.000000 Penalty: 164477.890625
Iteration 158Q: 20 clusters Score -2.333116e+08 nChanged 24
Entering ConstructFrom: 
Score: -233311552.000000 Penalty: 164477.890625
Entering ConstructFrom: 
Trying to split cluster 1 (2222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Entering Unmasked Estep 
Score: -381603.468750 Penalty: 4720.024902
	Iteration 0F: 2 clusters Score -381603.5 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 1142 members 
Entering Unmasked Estep 
Score: -376361.500000 Penalty: 9440.049805
	Iteration 0F: 3 clusters Score -376361.5 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -376999.312500 Penalty: 9440.049805
	Iteration 1F: 3 clusters Score -376999.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -377177.375000 Penalty: 9440.049805
	Iteration 2F: 3 clusters Score -377177.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -377261.656250 Penalty: 9440.049805
	Iteration 3Q: 3 clusters Score -377261.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -377306.312500 Penalty: 9440.049805
	Iteration 4Q: 3 clusters Score -377306.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -377336.875000 Penalty: 9440.049805
	Iteration 5Q: 3 clusters Score -377336.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -377362.281250 Penalty: 9440.049805
	Iteration 6Q: 3 clusters Score -377362.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -377375.281250 Penalty: 9440.049805
	Iteration 7Q: 3 clusters Score -377375.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -377384.968750 Penalty: 9440.049805
	Iteration 8Q: 3 clusters Score -377385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -377387.750000 Penalty: 9440.049805
	Iteration 9Q: 3 clusters Score -377387.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -377387.750000 Penalty: 9440.049805
	Iteration 10F: 3 clusters Score -377387.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -1963585.125000 Penalty: 5746.797852
	Iteration 0F: 2 clusters Score -1963585 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1952168.250000 Penalty: 11493.595703
	Iteration 0F: 3 clusters Score -1952168 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1954673.625000 Penalty: 11493.595703
	Iteration 1F: 3 clusters Score -1954674 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1955192.375000 Penalty: 11493.595703
	Iteration 2F: 3 clusters Score -1955192 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1955502.500000 Penalty: 11493.595703
	Iteration 3Q: 3 clusters Score -1955502 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1955770.125000 Penalty: 11493.595703
	Iteration 4Q: 3 clusters Score -1955770 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1956018.500000 Penalty: 11493.595703
	Iteration 5Q: 3 clusters Score -1956018 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1956280.250000 Penalty: 11493.595703
	Iteration 6Q: 3 clusters Score -1956280 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1956533.000000 Penalty: 11493.595703
	Iteration 7Q: 3 clusters Score -1956533 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1956769.625000 Penalty: 11493.595703
	Iteration 8Q: 3 clusters Score -1956770 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1956979.250000 Penalty: 11493.595703
	Iteration 9Q: 3 clusters Score -1956979 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1957181.750000 Penalty: 11493.595703
	Iteration 10Q: 3 clusters Score -1957182 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1957382.250000 Penalty: 11493.595703
	Iteration 11Q: 3 clusters Score -1957382 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1957577.875000 Penalty: 11493.595703
	Iteration 12Q: 3 clusters Score -1957578 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1957754.625000 Penalty: 11493.595703
	Iteration 13Q: 3 clusters Score -1957755 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1957937.250000 Penalty: 11493.595703
	Iteration 14Q: 3 clusters Score -1957937 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1958115.250000 Penalty: 11493.595703
	Iteration 15Q: 3 clusters Score -1958115 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1958273.000000 Penalty: 11493.595703
	Iteration 16Q: 3 clusters Score -1958273 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1958435.000000 Penalty: 11493.595703
	Iteration 17Q: 3 clusters Score -1958435 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1958603.000000 Penalty: 11493.595703
	Iteration 18Q: 3 clusters Score -1958603 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1958770.125000 Penalty: 11493.595703
	Iteration 19Q: 3 clusters Score -1958770 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1958918.375000 Penalty: 11493.595703
	Iteration 20F: 3 clusters Score -1958918 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1959041.250000 Penalty: 11493.595703
	Iteration 21Q: 3 clusters Score -1959041 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1959154.625000 Penalty: 11493.595703
	Iteration 22Q: 3 clusters Score -1959155 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1959245.625000 Penalty: 11493.595703
	Iteration 23Q: 3 clusters Score -1959246 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1959317.250000 Penalty: 11493.595703
	Iteration 24Q: 3 clusters Score -1959317 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1959373.625000 Penalty: 11493.595703
	Iteration 25Q: 3 clusters Score -1959374 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1959428.750000 Penalty: 11493.595703
	Iteration 26Q: 3 clusters Score -1959429 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1959476.250000 Penalty: 11493.595703
	Iteration 27Q: 3 clusters Score -1959476 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1959509.750000 Penalty: 11493.595703
	Iteration 28Q: 3 clusters Score -1959510 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1959539.750000 Penalty: 11493.595703
	Iteration 29Q: 3 clusters Score -1959540 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1959567.250000 Penalty: 11493.595703
	Iteration 30Q: 3 clusters Score -1959567 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1959589.375000 Penalty: 11493.595703
	Iteration 31Q: 3 clusters Score -1959589 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1959601.625000 Penalty: 11493.595703
	Iteration 32Q: 3 clusters Score -1959602 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1959617.125000 Penalty: 11493.595703
	Iteration 33Q: 3 clusters Score -1959617 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1959617.500000 Penalty: 11493.595703
	Iteration 34Q: 3 clusters Score -1959618 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1959633.250000 Penalty: 11493.595703
	Iteration 35Q: 3 clusters Score -1959633 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1959639.500000 Penalty: 11493.595703
	Iteration 36Q: 3 clusters Score -1959640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1959645.750000 Penalty: 11493.595703
	Iteration 37Q: 3 clusters Score -1959646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1959652.375000 Penalty: 11493.595703
	Iteration 38Q: 3 clusters Score -1959652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1959662.375000 Penalty: 11493.595703
	Iteration 39Q: 3 clusters Score -1959662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1959665.125000 Penalty: 11493.595703
	Iteration 40F: 3 clusters Score -1959665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1959662.000000 Penalty: 11493.595703
	Iteration 41Q: 3 clusters Score -1959662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1959668.375000 Penalty: 11493.595703
	Iteration 42Q: 3 clusters Score -1959668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1959670.875000 Penalty: 11493.595703
	Iteration 43Q: 3 clusters Score -1959671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1959672.250000 Penalty: 11493.595703
	Iteration 44Q: 3 clusters Score -1959672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1959669.500000 Penalty: 11493.595703
	Iteration 45Q: 3 clusters Score -1959670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1959671.875000 Penalty: 11493.595703
	Iteration 46Q: 3 clusters Score -1959672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1959674.250000 Penalty: 11493.595703
	Iteration 47Q: 3 clusters Score -1959674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1959674.500000 Penalty: 11493.595703
	Iteration 48Q: 3 clusters Score -1959674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1959672.500000 Penalty: 11493.595703
	Iteration 49Q: 3 clusters Score -1959672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1959675.250000 Penalty: 11493.595703
	Iteration 50Q: 3 clusters Score -1959675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1959675.500000 Penalty: 11493.595703
	Iteration 51Q: 3 clusters Score -1959676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1959677.750000 Penalty: 11493.595703
	Iteration 52Q: 3 clusters Score -1959678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1959676.000000 Penalty: 11493.595703
	Iteration 53Q: 3 clusters Score -1959676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1959674.625000 Penalty: 11493.595703
	Iteration 54Q: 3 clusters Score -1959675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1959674.875000 Penalty: 11493.595703
	Iteration 55Q: 3 clusters Score -1959675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1959676.875000 Penalty: 11493.595703
	Iteration 56Q: 3 clusters Score -1959677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1959675.750000 Penalty: 11493.595703
	Iteration 57Q: 3 clusters Score -1959676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1959677.250000 Penalty: 11493.595703
	Iteration 58Q: 3 clusters Score -1959677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1959680.750000 Penalty: 11493.595703
	Iteration 59Q: 3 clusters Score -1959681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1959682.375000 Penalty: 11493.595703
	Iteration 60F: 3 clusters Score -1959682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1959681.750000 Penalty: 11493.595703
	Iteration 61Q: 3 clusters Score -1959682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1959681.375000 Penalty: 11493.595703
	Iteration 62Q: 3 clusters Score -1959681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1959684.875000 Penalty: 11493.595703
	Iteration 63Q: 3 clusters Score -1959685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1959685.750000 Penalty: 11493.595703
	Iteration 64Q: 3 clusters Score -1959686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1959688.625000 Penalty: 11493.595703
	Iteration 65Q: 3 clusters Score -1959689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1959687.750000 Penalty: 11493.595703
	Iteration 66Q: 3 clusters Score -1959688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1959691.250000 Penalty: 11493.595703
	Iteration 67Q: 3 clusters Score -1959691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1959694.250000 Penalty: 11493.595703
	Iteration 68Q: 3 clusters Score -1959694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1959694.000000 Penalty: 11493.595703
	Iteration 69Q: 3 clusters Score -1959694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1959696.625000 Penalty: 11493.595703
	Iteration 70Q: 3 clusters Score -1959697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1959695.625000 Penalty: 11493.595703
	Iteration 71Q: 3 clusters Score -1959696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1959695.000000 Penalty: 11493.595703
	Iteration 72Q: 3 clusters Score -1959695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1959697.000000 Penalty: 11493.595703
	Iteration 73Q: 3 clusters Score -1959697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1959698.750000 Penalty: 11493.595703
	Iteration 74Q: 3 clusters Score -1959699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1959701.500000 Penalty: 11493.595703
	Iteration 75Q: 3 clusters Score -1959702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1959701.500000 Penalty: 11493.595703
	Iteration 76F: 3 clusters Score -1959702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Entering Unmasked Estep 
Score: -1119282.375000 Penalty: 5413.701660
	Iteration 0F: 2 clusters Score -1119282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1111048.375000 Penalty: 10827.403320
	Iteration 0F: 3 clusters Score -1111048 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1112514.000000 Penalty: 10827.403320
	Iteration 1F: 3 clusters Score -1112514 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1112870.000000 Penalty: 10827.403320
	Iteration 2F: 3 clusters Score -1112870 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1113080.625000 Penalty: 10827.403320
	Iteration 3Q: 3 clusters Score -1113081 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1113219.250000 Penalty: 10827.403320
	Iteration 4Q: 3 clusters Score -1113219 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1113330.000000 Penalty: 10827.403320
	Iteration 5Q: 3 clusters Score -1113330 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1113429.125000 Penalty: 10827.403320
	Iteration 6Q: 3 clusters Score -1113429 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1113528.625000 Penalty: 10827.403320
	Iteration 7Q: 3 clusters Score -1113529 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1113637.375000 Penalty: 10827.403320
	Iteration 8Q: 3 clusters Score -1113637 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1113743.750000 Penalty: 10827.403320
	Iteration 9Q: 3 clusters Score -1113744 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1113875.750000 Penalty: 10827.403320
	Iteration 10Q: 3 clusters Score -1113876 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1114024.000000 Penalty: 10827.403320
	Iteration 11Q: 3 clusters Score -1114024 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1114194.125000 Penalty: 10827.403320
	Iteration 12Q: 3 clusters Score -1114194 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1114426.625000 Penalty: 10827.403320
	Iteration 13Q: 3 clusters Score -1114427 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1114717.500000 Penalty: 10827.403320
	Iteration 14Q: 3 clusters Score -1114718 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1115083.250000 Penalty: 10827.403320
	Iteration 15Q: 3 clusters Score -1115083 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1115515.250000 Penalty: 10827.403320
	Iteration 16Q: 3 clusters Score -1115515 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1115966.875000 Penalty: 10827.403320
	Iteration 17F: 3 clusters Score -1115967 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1116360.000000 Penalty: 10827.403320
	Iteration 18Q: 3 clusters Score -1116360 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1116627.750000 Penalty: 10827.403320
	Iteration 19Q: 3 clusters Score -1116628 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1116822.875000 Penalty: 10827.403320
	Iteration 20F: 3 clusters Score -1116823 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1116948.625000 Penalty: 10827.403320
	Iteration 21Q: 3 clusters Score -1116949 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1117017.500000 Penalty: 10827.403320
	Iteration 22Q: 3 clusters Score -1117018 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1117048.875000 Penalty: 10827.403320
	Iteration 23Q: 3 clusters Score -1117049 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1117071.875000 Penalty: 10827.403320
	Iteration 24Q: 3 clusters Score -1117072 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1117085.000000 Penalty: 10827.403320
	Iteration 25Q: 3 clusters Score -1117085 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1117096.375000 Penalty: 10827.403320
	Iteration 26Q: 3 clusters Score -1117096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1117107.250000 Penalty: 10827.403320
	Iteration 27Q: 3 clusters Score -1117107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1117115.500000 Penalty: 10827.403320
	Iteration 28Q: 3 clusters Score -1117116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1117118.875000 Penalty: 10827.403320
	Iteration 29Q: 3 clusters Score -1117119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1117126.500000 Penalty: 10827.403320
	Iteration 30Q: 3 clusters Score -1117126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1117131.875000 Penalty: 10827.403320
	Iteration 31Q: 3 clusters Score -1117132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1117133.250000 Penalty: 10827.403320
	Iteration 32Q: 3 clusters Score -1117133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1117134.375000 Penalty: 10827.403320
	Iteration 33Q: 3 clusters Score -1117134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1117133.500000 Penalty: 10827.403320
	Iteration 34Q: 3 clusters Score -1117134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1117134.625000 Penalty: 10827.403320
	Iteration 35Q: 3 clusters Score -1117135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1117135.625000 Penalty: 10827.403320
	Iteration 36Q: 3 clusters Score -1117136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1117139.250000 Penalty: 10827.403320
	Iteration 37Q: 3 clusters Score -1117139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1117141.500000 Penalty: 10827.403320
	Iteration 38Q: 3 clusters Score -1117142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1117143.750000 Penalty: 10827.403320
	Iteration 39Q: 3 clusters Score -1117144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1117141.750000 Penalty: 10827.403320
	Iteration 40F: 3 clusters Score -1117142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1117145.125000 Penalty: 10827.403320
	Iteration 41Q: 3 clusters Score -1117145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1117143.125000 Penalty: 10827.403320
	Iteration 42Q: 3 clusters Score -1117143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1117143.125000 Penalty: 10827.403320
	Iteration 43F: 3 clusters Score -1117143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (50573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50573 members 
Entering Unmasked Estep 
Score: -8777148.000000 Penalty: 6634.093262
	Iteration 0F: 2 clusters Score -8777148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -8741295.000000 Penalty: 13268.186523
	Iteration 0F: 3 clusters Score -8741295 nChanged 22167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24303 members 
Mstep: Class 2 contains 26270 members 
Entering Unmasked Estep 
Score: -8753548.000000 Penalty: 13268.186523
	Iteration 1F: 3 clusters Score -8753548 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 26629 members 
Entering Unmasked Estep 
Score: -8755179.000000 Penalty: 13268.186523
	Iteration 2F: 3 clusters Score -8755179 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -8756929.000000 Penalty: 13268.186523
	Iteration 3F: 3 clusters Score -8756929 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 26893 members 
Entering Unmasked Estep 
Score: -8758720.000000 Penalty: 13268.186523
	Iteration 4F: 3 clusters Score -8758720 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23974 members 
Mstep: Class 2 contains 26599 members 
Entering Unmasked Estep 
Score: -8760485.000000 Penalty: 13268.186523
	Iteration 5F: 3 clusters Score -8760485 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 26045 members 
Entering Unmasked Estep 
Score: -8761982.000000 Penalty: 13268.186523
	Iteration 6F: 3 clusters Score -8761982 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 25235 members 
Entering Unmasked Estep 
Score: -8763326.000000 Penalty: 13268.186523
	Iteration 7F: 3 clusters Score -8763326 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26353 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
Score: -8764390.000000 Penalty: 13268.186523
	Iteration 8Q: 3 clusters Score -8764390 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27426 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -8765234.000000 Penalty: 13268.186523
	Iteration 9Q: 3 clusters Score -8765234 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28595 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -8765977.000000 Penalty: 13268.186523
	Iteration 10Q: 3 clusters Score -8765977 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29792 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -8766662.000000 Penalty: 13268.186523
	Iteration 11Q: 3 clusters Score -8766662 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30937 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -8767241.000000 Penalty: 13268.186523
	Iteration 12Q: 3 clusters Score -8767241 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32079 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -8767814.000000 Penalty: 13268.186523
	Iteration 13Q: 3 clusters Score -8767814 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33219 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -8768266.000000 Penalty: 13268.186523
	Iteration 14Q: 3 clusters Score -8768266 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34368 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -8768760.000000 Penalty: 13268.186523
	Iteration 15Q: 3 clusters Score -8768760 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35538 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -8769273.000000 Penalty: 13268.186523
	Iteration 16Q: 3 clusters Score -8769273 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36682 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -8769809.000000 Penalty: 13268.186523
	Iteration 17Q: 3 clusters Score -8769809 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37789 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -8770246.000000 Penalty: 13268.186523
	Iteration 18Q: 3 clusters Score -8770246 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38889 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -8770735.000000 Penalty: 13268.186523
	Iteration 19Q: 3 clusters Score -8770735 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39954 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -8771229.000000 Penalty: 13268.186523
	Iteration 20F: 3 clusters Score -8771229 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40961 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -8771622.000000 Penalty: 13268.186523
	Iteration 21Q: 3 clusters Score -8771622 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41880 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -8772041.000000 Penalty: 13268.186523
	Iteration 22Q: 3 clusters Score -8772041 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42772 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -8772436.000000 Penalty: 13268.186523
	Iteration 23Q: 3 clusters Score -8772436 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43620 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -8772898.000000 Penalty: 13268.186523
	Iteration 24Q: 3 clusters Score -8772898 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44348 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -8773230.000000 Penalty: 13268.186523
	Iteration 25Q: 3 clusters Score -8773230 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44963 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -8773457.000000 Penalty: 13268.186523
	Iteration 26Q: 3 clusters Score -8773457 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45411 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -8773652.000000 Penalty: 13268.186523
	Iteration 27Q: 3 clusters Score -8773652 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45769 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -8773769.000000 Penalty: 13268.186523
	Iteration 28Q: 3 clusters Score -8773769 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46038 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -8773876.000000 Penalty: 13268.186523
	Iteration 29Q: 3 clusters Score -8773876 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46266 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -8773946.000000 Penalty: 13268.186523
	Iteration 30Q: 3 clusters Score -8773946 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46459 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -8773998.000000 Penalty: 13268.186523
	Iteration 31Q: 3 clusters Score -8773998 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46607 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -8774050.000000 Penalty: 13268.186523
	Iteration 32Q: 3 clusters Score -8774050 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46716 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -8774092.000000 Penalty: 13268.186523
	Iteration 33Q: 3 clusters Score -8774092 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46788 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -8774115.000000 Penalty: 13268.186523
	Iteration 34Q: 3 clusters Score -8774115 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46839 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -8774133.000000 Penalty: 13268.186523
	Iteration 35Q: 3 clusters Score -8774133 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46880 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -8774134.000000 Penalty: 13268.186523
	Iteration 36Q: 3 clusters Score -8774134 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46928 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -8774143.000000 Penalty: 13268.186523
	Iteration 37Q: 3 clusters Score -8774143 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46973 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -8774157.000000 Penalty: 13268.186523
	Iteration 38Q: 3 clusters Score -8774157 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47006 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -8774155.000000 Penalty: 13268.186523
	Iteration 39Q: 3 clusters Score -8774155 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47033 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -8774144.000000 Penalty: 13268.186523
	Iteration 40F: 3 clusters Score -8774144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47048 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -8774147.000000 Penalty: 13268.186523
	Iteration 41Q: 3 clusters Score -8774147 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47060 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -8774161.000000 Penalty: 13268.186523
	Iteration 42Q: 3 clusters Score -8774161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47068 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -8774162.000000 Penalty: 13268.186523
	Iteration 43Q: 3 clusters Score -8774162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47082 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -8774173.000000 Penalty: 13268.186523
	Iteration 44Q: 3 clusters Score -8774173 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47094 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -8774170.000000 Penalty: 13268.186523
	Iteration 45Q: 3 clusters Score -8774170 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47111 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -8774180.000000 Penalty: 13268.186523
	Iteration 46Q: 3 clusters Score -8774180 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47128 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -8774181.000000 Penalty: 13268.186523
	Iteration 47Q: 3 clusters Score -8774181 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47156 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -8774180.000000 Penalty: 13268.186523
	Iteration 48Q: 3 clusters Score -8774180 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47182 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -8774200.000000 Penalty: 13268.186523
	Iteration 49Q: 3 clusters Score -8774200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47192 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -8774208.000000 Penalty: 13268.186523
	Iteration 50Q: 3 clusters Score -8774208 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47207 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -8774214.000000 Penalty: 13268.186523
	Iteration 51Q: 3 clusters Score -8774214 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47223 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -8774230.000000 Penalty: 13268.186523
	Iteration 52Q: 3 clusters Score -8774230 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47238 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -8774230.000000 Penalty: 13268.186523
	Iteration 53Q: 3 clusters Score -8774230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47250 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -8774232.000000 Penalty: 13268.186523
	Iteration 54Q: 3 clusters Score -8774232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47261 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -8774225.000000 Penalty: 13268.186523
	Iteration 55Q: 3 clusters Score -8774225 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47272 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -8774230.000000 Penalty: 13268.186523
	Iteration 56Q: 3 clusters Score -8774230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47284 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -8774233.000000 Penalty: 13268.186523
	Iteration 57Q: 3 clusters Score -8774233 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47297 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -8774233.000000 Penalty: 13268.186523
	Iteration 58Q: 3 clusters Score -8774233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47301 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -8774227.000000 Penalty: 13268.186523
	Iteration 59Q: 3 clusters Score -8774227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47302 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -8774217.000000 Penalty: 13268.186523
	Iteration 60F: 3 clusters Score -8774217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47304 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -8774218.000000 Penalty: 13268.186523
	Iteration 61Q: 3 clusters Score -8774218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47305 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -8774223.000000 Penalty: 13268.186523
	Iteration 62Q: 3 clusters Score -8774223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47307 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -8774231.000000 Penalty: 13268.186523
	Iteration 63Q: 3 clusters Score -8774231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47309 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -8774236.000000 Penalty: 13268.186523
	Iteration 64Q: 3 clusters Score -8774236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47309 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -8774235.000000 Penalty: 13268.186523
	Iteration 65Q: 3 clusters Score -8774235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47310 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -8774233.000000 Penalty: 13268.186523
	Iteration 66Q: 3 clusters Score -8774233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47311 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -8774235.000000 Penalty: 13268.186523
	Iteration 67Q: 3 clusters Score -8774235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47312 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -8774231.000000 Penalty: 13268.186523
	Iteration 68Q: 3 clusters Score -8774231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47312 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -8774231.000000 Penalty: 13268.186523
	Iteration 69F: 3 clusters Score -8774231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (131829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131829 members 
Entering Unmasked Estep 
Score: -22689654.000000 Penalty: 7220.922363
	Iteration 0F: 2 clusters Score -2.268965e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66057 members 
Mstep: Class 2 contains 65772 members 
Entering Unmasked Estep 
Score: -22600512.000000 Penalty: 14441.844727
	Iteration 0F: 3 clusters Score -2.260051e+07 nChanged 61132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66889 members 
Mstep: Class 2 contains 64940 members 
Entering Unmasked Estep 
Score: -22634086.000000 Penalty: 14441.844727
	Iteration 1F: 3 clusters Score -2.263409e+07 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67259 members 
Mstep: Class 2 contains 64570 members 
Entering Unmasked Estep 
Score: -22635168.000000 Penalty: 14441.844727
	Iteration 2Q: 3 clusters Score -2.263517e+07 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67901 members 
Mstep: Class 2 contains 63928 members 
Entering Unmasked Estep 
Score: -22636508.000000 Penalty: 14441.844727
	Iteration 3Q: 3 clusters Score -2.263651e+07 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69009 members 
Mstep: Class 2 contains 62820 members 
Entering Unmasked Estep 
Score: -22638106.000000 Penalty: 14441.844727
	Iteration 4Q: 3 clusters Score -2.263811e+07 nChanged 5255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70698 members 
Mstep: Class 2 contains 61131 members 
Entering Unmasked Estep 
Score: -22640182.000000 Penalty: 14441.844727
	Iteration 5Q: 3 clusters Score -2.264018e+07 nChanged 6395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73303 members 
Mstep: Class 2 contains 58526 members 
Entering Unmasked Estep 
Score: -22643582.000000 Penalty: 14441.844727
	Iteration 6Q: 3 clusters Score -2.264358e+07 nChanged 7808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77001 members 
Mstep: Class 2 contains 54828 members 
Entering Unmasked Estep 
Score: -22649054.000000 Penalty: 14441.844727
	Iteration 7F: 3 clusters Score -2.264905e+07 nChanged 9042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81365 members 
Mstep: Class 2 contains 50464 members 
Entering Unmasked Estep 
Score: -22655978.000000 Penalty: 14441.844727
	Iteration 8F: 3 clusters Score -2.265598e+07 nChanged 9264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85607 members 
Mstep: Class 2 contains 46222 members 
Entering Unmasked Estep 
Score: -22663794.000000 Penalty: 14441.844727
	Iteration 9F: 3 clusters Score -2.266379e+07 nChanged 8270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88677 members 
Mstep: Class 2 contains 43152 members 
Entering Unmasked Estep 
Score: -22670354.000000 Penalty: 14441.844727
	Iteration 10F: 3 clusters Score -2.267035e+07 nChanged 6439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90230 members 
Mstep: Class 2 contains 41599 members 
Entering Unmasked Estep 
Score: -22674346.000000 Penalty: 14441.844727
	Iteration 11Q: 3 clusters Score -2.267435e+07 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90945 members 
Mstep: Class 2 contains 40884 members 
Entering Unmasked Estep 
Score: -22676452.000000 Penalty: 14441.844727
	Iteration 12Q: 3 clusters Score -2.267645e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91366 members 
Mstep: Class 2 contains 40463 members 
Entering Unmasked Estep 
Score: -22677940.000000 Penalty: 14441.844727
	Iteration 13Q: 3 clusters Score -2.267794e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91562 members 
Mstep: Class 2 contains 40267 members 
Entering Unmasked Estep 
Score: -22679308.000000 Penalty: 14441.844727
	Iteration 14Q: 3 clusters Score -2.267931e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91686 members 
Mstep: Class 2 contains 40143 members 
Entering Unmasked Estep 
Score: -22680244.000000 Penalty: 14441.844727
	Iteration 15Q: 3 clusters Score -2.268024e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91831 members 
Mstep: Class 2 contains 39998 members 
Entering Unmasked Estep 
Score: -22681368.000000 Penalty: 14441.844727
	Iteration 16Q: 3 clusters Score -2.268137e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91968 members 
Mstep: Class 2 contains 39861 members 
Entering Unmasked Estep 
Score: -22682216.000000 Penalty: 14441.844727
	Iteration 17Q: 3 clusters Score -2.268222e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92167 members 
Mstep: Class 2 contains 39662 members 
Entering Unmasked Estep 
Score: -22682868.000000 Penalty: 14441.844727
	Iteration 18Q: 3 clusters Score -2.268287e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92505 members 
Mstep: Class 2 contains 39324 members 
Entering Unmasked Estep 
Score: -22683382.000000 Penalty: 14441.844727
	Iteration 19Q: 3 clusters Score -2.268338e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92912 members 
Mstep: Class 2 contains 38917 members 
Entering Unmasked Estep 
Score: -22683816.000000 Penalty: 14441.844727
	Iteration 20F: 3 clusters Score -2.268382e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93363 members 
Mstep: Class 2 contains 38466 members 
Entering Unmasked Estep 
Score: -22684298.000000 Penalty: 14441.844727
	Iteration 21Q: 3 clusters Score -2.26843e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93858 members 
Mstep: Class 2 contains 37971 members 
Entering Unmasked Estep 
Score: -22684702.000000 Penalty: 14441.844727
	Iteration 22Q: 3 clusters Score -2.26847e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94351 members 
Mstep: Class 2 contains 37478 members 
Entering Unmasked Estep 
Score: -22684934.000000 Penalty: 14441.844727
	Iteration 23Q: 3 clusters Score -2.268493e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94829 members 
Mstep: Class 2 contains 37000 members 
Entering Unmasked Estep 
Score: -22685144.000000 Penalty: 14441.844727
	Iteration 24Q: 3 clusters Score -2.268514e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95293 members 
Mstep: Class 2 contains 36536 members 
Entering Unmasked Estep 
Score: -22685340.000000 Penalty: 14441.844727
	Iteration 25Q: 3 clusters Score -2.268534e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95794 members 
Mstep: Class 2 contains 36035 members 
Entering Unmasked Estep 
Score: -22685512.000000 Penalty: 14441.844727
	Iteration 26Q: 3 clusters Score -2.268551e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96251 members 
Mstep: Class 2 contains 35578 members 
Entering Unmasked Estep 
Score: -22685704.000000 Penalty: 14441.844727
	Iteration 27Q: 3 clusters Score -2.26857e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96715 members 
Mstep: Class 2 contains 35114 members 
Entering Unmasked Estep 
Score: -22685798.000000 Penalty: 14441.844727
	Iteration 28Q: 3 clusters Score -2.26858e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97127 members 
Mstep: Class 2 contains 34702 members 
Entering Unmasked Estep 
Score: -22685978.000000 Penalty: 14441.844727
	Iteration 29Q: 3 clusters Score -2.268598e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97509 members 
Mstep: Class 2 contains 34320 members 
Entering Unmasked Estep 
Score: -22685996.000000 Penalty: 14441.844727
	Iteration 30Q: 3 clusters Score -2.2686e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97876 members 
Mstep: Class 2 contains 33953 members 
Entering Unmasked Estep 
Score: -22686110.000000 Penalty: 14441.844727
	Iteration 31Q: 3 clusters Score -2.268611e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98241 members 
Mstep: Class 2 contains 33588 members 
Entering Unmasked Estep 
Score: -22686088.000000 Penalty: 14441.844727
	Iteration 32Q: 3 clusters Score -2.268609e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98561 members 
Mstep: Class 2 contains 33268 members 
Entering Unmasked Estep 
Score: -22686094.000000 Penalty: 14441.844727
	Iteration 33Q: 3 clusters Score -2.268609e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98841 members 
Mstep: Class 2 contains 32988 members 
Entering Unmasked Estep 
Score: -22686156.000000 Penalty: 14441.844727
	Iteration 34Q: 3 clusters Score -2.268616e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99090 members 
Mstep: Class 2 contains 32739 members 
Entering Unmasked Estep 
Score: -22686230.000000 Penalty: 14441.844727
	Iteration 35Q: 3 clusters Score -2.268623e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99311 members 
Mstep: Class 2 contains 32518 members 
Entering Unmasked Estep 
Score: -22686256.000000 Penalty: 14441.844727
	Iteration 36Q: 3 clusters Score -2.268626e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99513 members 
Mstep: Class 2 contains 32316 members 
Entering Unmasked Estep 
Score: -22686254.000000 Penalty: 14441.844727
	Iteration 37Q: 3 clusters Score -2.268625e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99678 members 
Mstep: Class 2 contains 32151 members 
Entering Unmasked Estep 
Score: -22686254.000000 Penalty: 14441.844727
	Iteration 38Q: 3 clusters Score -2.268625e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99846 members 
Mstep: Class 2 contains 31983 members 
Entering Unmasked Estep 
Score: -22686282.000000 Penalty: 14441.844727
	Iteration 39Q: 3 clusters Score -2.268628e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100000 members 
Mstep: Class 2 contains 31829 members 
Entering Unmasked Estep 
Score: -22686292.000000 Penalty: 14441.844727
	Iteration 40F: 3 clusters Score -2.268629e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100135 members 
Mstep: Class 2 contains 31694 members 
Entering Unmasked Estep 
Score: -22686312.000000 Penalty: 14441.844727
	Iteration 41Q: 3 clusters Score -2.268631e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100253 members 
Mstep: Class 2 contains 31576 members 
Entering Unmasked Estep 
Score: -22686336.000000 Penalty: 14441.844727
	Iteration 42Q: 3 clusters Score -2.268634e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100361 members 
Mstep: Class 2 contains 31468 members 
Entering Unmasked Estep 
Score: -22686356.000000 Penalty: 14441.844727
	Iteration 43Q: 3 clusters Score -2.268636e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100456 members 
Mstep: Class 2 contains 31373 members 
Entering Unmasked Estep 
Score: -22686368.000000 Penalty: 14441.844727
	Iteration 44Q: 3 clusters Score -2.268637e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100538 members 
Mstep: Class 2 contains 31291 members 
Entering Unmasked Estep 
Score: -22686352.000000 Penalty: 14441.844727
	Iteration 45Q: 3 clusters Score -2.268635e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100601 members 
Mstep: Class 2 contains 31228 members 
Entering Unmasked Estep 
Score: -22686354.000000 Penalty: 14441.844727
	Iteration 46Q: 3 clusters Score -2.268635e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100677 members 
Mstep: Class 2 contains 31152 members 
Entering Unmasked Estep 
Score: -22686402.000000 Penalty: 14441.844727
	Iteration 47Q: 3 clusters Score -2.26864e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100749 members 
Mstep: Class 2 contains 31080 members 
Entering Unmasked Estep 
Score: -22686422.000000 Penalty: 14441.844727
	Iteration 48Q: 3 clusters Score -2.268642e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100814 members 
Mstep: Class 2 contains 31015 members 
Entering Unmasked Estep 
Score: -22686410.000000 Penalty: 14441.844727
	Iteration 49Q: 3 clusters Score -2.268641e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100864 members 
Mstep: Class 2 contains 30965 members 
Entering Unmasked Estep 
Score: -22686412.000000 Penalty: 14441.844727
	Iteration 50Q: 3 clusters Score -2.268641e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100900 members 
Mstep: Class 2 contains 30929 members 
Entering Unmasked Estep 
Score: -22686408.000000 Penalty: 14441.844727
	Iteration 51Q: 3 clusters Score -2.268641e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100935 members 
Mstep: Class 2 contains 30894 members 
Entering Unmasked Estep 
Score: -22686370.000000 Penalty: 14441.844727
	Iteration 52Q: 3 clusters Score -2.268637e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100972 members 
Mstep: Class 2 contains 30857 members 
Entering Unmasked Estep 
Score: -22686384.000000 Penalty: 14441.844727
	Iteration 53Q: 3 clusters Score -2.268638e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101004 members 
Mstep: Class 2 contains 30825 members 
Entering Unmasked Estep 
Score: -22686362.000000 Penalty: 14441.844727
	Iteration 54Q: 3 clusters Score -2.268636e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101026 members 
Mstep: Class 2 contains 30803 members 
Entering Unmasked Estep 
Score: -22686352.000000 Penalty: 14441.844727
	Iteration 55Q: 3 clusters Score -2.268635e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101038 members 
Mstep: Class 2 contains 30791 members 
Entering Unmasked Estep 
Score: -22686356.000000 Penalty: 14441.844727
	Iteration 56Q: 3 clusters Score -2.268636e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101050 members 
Mstep: Class 2 contains 30779 members 
Entering Unmasked Estep 
Score: -22686358.000000 Penalty: 14441.844727
	Iteration 57Q: 3 clusters Score -2.268636e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101066 members 
Mstep: Class 2 contains 30763 members 
Entering Unmasked Estep 
Score: -22686368.000000 Penalty: 14441.844727
	Iteration 58Q: 3 clusters Score -2.268637e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101084 members 
Mstep: Class 2 contains 30745 members 
Entering Unmasked Estep 
Score: -22686352.000000 Penalty: 14441.844727
	Iteration 59Q: 3 clusters Score -2.268635e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101098 members 
Mstep: Class 2 contains 30731 members 
Entering Unmasked Estep 
Score: -22686374.000000 Penalty: 14441.844727
	Iteration 60F: 3 clusters Score -2.268637e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101111 members 
Mstep: Class 2 contains 30718 members 
Entering Unmasked Estep 
Score: -22686350.000000 Penalty: 14441.844727
	Iteration 61Q: 3 clusters Score -2.268635e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101116 members 
Mstep: Class 2 contains 30713 members 
Entering Unmasked Estep 
Score: -22686354.000000 Penalty: 14441.844727
	Iteration 62Q: 3 clusters Score -2.268635e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101127 members 
Mstep: Class 2 contains 30702 members 
Entering Unmasked Estep 
Score: -22686326.000000 Penalty: 14441.844727
	Iteration 63Q: 3 clusters Score -2.268633e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101137 members 
Mstep: Class 2 contains 30692 members 
Entering Unmasked Estep 
Score: -22686346.000000 Penalty: 14441.844727
	Iteration 64Q: 3 clusters Score -2.268635e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101145 members 
Mstep: Class 2 contains 30684 members 
Entering Unmasked Estep 
Score: -22686358.000000 Penalty: 14441.844727
	Iteration 65Q: 3 clusters Score -2.268636e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101153 members 
Mstep: Class 2 contains 30676 members 
Entering Unmasked Estep 
Score: -22686366.000000 Penalty: 14441.844727
	Iteration 66Q: 3 clusters Score -2.268637e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101160 members 
Mstep: Class 2 contains 30669 members 
Entering Unmasked Estep 
Score: -22686370.000000 Penalty: 14441.844727
	Iteration 67Q: 3 clusters Score -2.268637e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101167 members 
Mstep: Class 2 contains 30662 members 
Entering Unmasked Estep 
Score: -22686380.000000 Penalty: 14441.844727
	Iteration 68Q: 3 clusters Score -2.268638e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101174 members 
Mstep: Class 2 contains 30655 members 
Entering Unmasked Estep 
Score: -22686358.000000 Penalty: 14441.844727
	Iteration 69Q: 3 clusters Score -2.268636e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101182 members 
Mstep: Class 2 contains 30647 members 
Entering Unmasked Estep 
Score: -22686344.000000 Penalty: 14441.844727
	Iteration 70Q: 3 clusters Score -2.268634e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101195 members 
Mstep: Class 2 contains 30634 members 
Entering Unmasked Estep 
Score: -22686344.000000 Penalty: 14441.844727
	Iteration 71Q: 3 clusters Score -2.268634e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101203 members 
Mstep: Class 2 contains 30626 members 
Entering Unmasked Estep 
Score: -22686350.000000 Penalty: 14441.844727
	Iteration 72Q: 3 clusters Score -2.268635e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101210 members 
Mstep: Class 2 contains 30619 members 
Entering Unmasked Estep 
Score: -22686360.000000 Penalty: 14441.844727
	Iteration 73Q: 3 clusters Score -2.268636e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101216 members 
Mstep: Class 2 contains 30613 members 
Entering Unmasked Estep 
Score: -22686364.000000 Penalty: 14441.844727
	Iteration 74Q: 3 clusters Score -2.268636e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101218 members 
Mstep: Class 2 contains 30611 members 
Entering Unmasked Estep 
Score: -22686372.000000 Penalty: 14441.844727
	Iteration 75Q: 3 clusters Score -2.268637e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101224 members 
Mstep: Class 2 contains 30605 members 
Entering Unmasked Estep 
Score: -22686362.000000 Penalty: 14441.844727
	Iteration 76Q: 3 clusters Score -2.268636e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101232 members 
Mstep: Class 2 contains 30597 members 
Entering Unmasked Estep 
Score: -22686368.000000 Penalty: 14441.844727
	Iteration 77Q: 3 clusters Score -2.268637e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101238 members 
Mstep: Class 2 contains 30591 members 
Entering Unmasked Estep 
Score: -22686366.000000 Penalty: 14441.844727
	Iteration 78Q: 3 clusters Score -2.268637e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101243 members 
Mstep: Class 2 contains 30586 members 
Entering Unmasked Estep 
Score: -22686372.000000 Penalty: 14441.844727
	Iteration 79Q: 3 clusters Score -2.268637e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101248 members 
Mstep: Class 2 contains 30581 members 
Entering Unmasked Estep 
Score: -22686370.000000 Penalty: 14441.844727
	Iteration 80F: 3 clusters Score -2.268637e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101252 members 
Mstep: Class 2 contains 30577 members 
Entering Unmasked Estep 
Score: -22686372.000000 Penalty: 14441.844727
	Iteration 81Q: 3 clusters Score -2.268637e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101255 members 
Mstep: Class 2 contains 30574 members 
Entering Unmasked Estep 
Score: -22686386.000000 Penalty: 14441.844727
	Iteration 82Q: 3 clusters Score -2.268639e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101255 members 
Mstep: Class 2 contains 30574 members 
Entering Unmasked Estep 
Score: -22686386.000000 Penalty: 14441.844727
	Iteration 83F: 3 clusters Score -2.268639e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Entering Unmasked Estep 
Score: -167981.640625 Penalty: 4312.864746
	Iteration 0F: 2 clusters Score -167981.6 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 585 members 
Entering Unmasked Estep 
Score: -163893.281250 Penalty: 8625.729492
	Iteration 0F: 3 clusters Score -163893.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -164393.328125 Penalty: 8625.729492
	Iteration 1F: 3 clusters Score -164393.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -164651.781250 Penalty: 8625.729492
	Iteration 2F: 3 clusters Score -164651.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -164846.437500 Penalty: 8625.729492
	Iteration 3Q: 3 clusters Score -164846.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -165058.765625 Penalty: 8625.729492
	Iteration 4Q: 3 clusters Score -165058.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -165299.984375 Penalty: 8625.729492
	Iteration 5Q: 3 clusters Score -165300 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -165528.062500 Penalty: 8625.729492
	Iteration 6Q: 3 clusters Score -165528.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -165660.343750 Penalty: 8625.729492
	Iteration 7Q: 3 clusters Score -165660.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -165769.640625 Penalty: 8625.729492
	Iteration 8Q: 3 clusters Score -165769.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -165878.390625 Penalty: 8625.729492
	Iteration 9Q: 3 clusters Score -165878.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -165917.531250 Penalty: 8625.729492
	Iteration 10Q: 3 clusters Score -165917.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -165919.609375 Penalty: 8625.729492
	Iteration 11Q: 3 clusters Score -165919.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -165919.609375 Penalty: 8625.729492
	Iteration 12F: 3 clusters Score -165919.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Entering Unmasked Estep 
Score: -230140.531250 Penalty: 4453.066406
	Iteration 0F: 2 clusters Score -230140.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -225702.984375 Penalty: 8906.132812
	Iteration 0F: 3 clusters Score -225703 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -226291.343750 Penalty: 8906.132812
	Iteration 1F: 3 clusters Score -226291.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -226579.062500 Penalty: 8906.132812
	Iteration 2F: 3 clusters Score -226579.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -226716.546875 Penalty: 8906.132812
	Iteration 3Q: 3 clusters Score -226716.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -226784.046875 Penalty: 8906.132812
	Iteration 4Q: 3 clusters Score -226784 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -226867.890625 Penalty: 8906.132812
	Iteration 5Q: 3 clusters Score -226867.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -226922.609375 Penalty: 8906.132812
	Iteration 6Q: 3 clusters Score -226922.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -226964.953125 Penalty: 8906.132812
	Iteration 7Q: 3 clusters Score -226965 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -226990.609375 Penalty: 8906.132812
	Iteration 8Q: 3 clusters Score -226990.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -227003.046875 Penalty: 8906.132812
	Iteration 9Q: 3 clusters Score -227003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -227024.781250 Penalty: 8906.132812
	Iteration 10Q: 3 clusters Score -227024.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -227048.500000 Penalty: 8906.132812
	Iteration 11Q: 3 clusters Score -227048.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -227071.187500 Penalty: 8906.132812
	Iteration 12Q: 3 clusters Score -227071.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -227084.078125 Penalty: 8906.132812
	Iteration 13Q: 3 clusters Score -227084.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -227090.578125 Penalty: 8906.132812
	Iteration 14Q: 3 clusters Score -227090.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -227091.671875 Penalty: 8906.132812
	Iteration 15Q: 3 clusters Score -227091.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -227091.671875 Penalty: 8906.132812
	Iteration 16F: 3 clusters Score -227091.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (33054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33054 members 
Entering Unmasked Estep 
Score: -5427518.000000 Penalty: 6373.612793
	Iteration 0F: 2 clusters Score -5427518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -5402882.000000 Penalty: 12747.225586
	Iteration 0F: 3 clusters Score -5402882 nChanged 13969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -5410258.000000 Penalty: 12747.225586
	Iteration 1F: 3 clusters Score -5410258 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -5411049.500000 Penalty: 12747.225586
	Iteration 2F: 3 clusters Score -5411050 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -5411625.000000 Penalty: 12747.225586
	Iteration 3Q: 3 clusters Score -5411625 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -5412106.000000 Penalty: 12747.225586
	Iteration 4Q: 3 clusters Score -5412106 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -5412590.500000 Penalty: 12747.225586
	Iteration 5Q: 3 clusters Score -5412590 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -5413193.500000 Penalty: 12747.225586
	Iteration 6Q: 3 clusters Score -5413194 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -5413977.500000 Penalty: 12747.225586
	Iteration 7Q: 3 clusters Score -5413978 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -5414928.500000 Penalty: 12747.225586
	Iteration 8Q: 3 clusters Score -5414928 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -5416112.000000 Penalty: 12747.225586
	Iteration 9F: 3 clusters Score -5416112 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -5417510.000000 Penalty: 12747.225586
	Iteration 10F: 3 clusters Score -5417510 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 26493 members 
Entering Unmasked Estep 
Score: -5418962.000000 Penalty: 12747.225586
	Iteration 11F: 3 clusters Score -5418962 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 27842 members 
Entering Unmasked Estep 
Score: -5420286.000000 Penalty: 12747.225586
	Iteration 12Q: 3 clusters Score -5420286 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 28899 members 
Entering Unmasked Estep 
Score: -5421264.000000 Penalty: 12747.225586
	Iteration 13Q: 3 clusters Score -5421264 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 29692 members 
Entering Unmasked Estep 
Score: -5421928.000000 Penalty: 12747.225586
	Iteration 14Q: 3 clusters Score -5421928 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 30216 members 
Entering Unmasked Estep 
Score: -5422409.000000 Penalty: 12747.225586
	Iteration 15Q: 3 clusters Score -5422409 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 30557 members 
Entering Unmasked Estep 
Score: -5422686.500000 Penalty: 12747.225586
	Iteration 16Q: 3 clusters Score -5422686 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 30784 members 
Entering Unmasked Estep 
Score: -5422862.000000 Penalty: 12747.225586
	Iteration 17Q: 3 clusters Score -5422862 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 30912 members 
Entering Unmasked Estep 
Score: -5422974.500000 Penalty: 12747.225586
	Iteration 18Q: 3 clusters Score -5422974 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 31036 members 
Entering Unmasked Estep 
Score: -5423073.000000 Penalty: 12747.225586
	Iteration 19Q: 3 clusters Score -5423073 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 31130 members 
Entering Unmasked Estep 
Score: -5423143.500000 Penalty: 12747.225586
	Iteration 20F: 3 clusters Score -5423144 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 31206 members 
Entering Unmasked Estep 
Score: -5423207.500000 Penalty: 12747.225586
	Iteration 21Q: 3 clusters Score -5423208 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 31264 members 
Entering Unmasked Estep 
Score: -5423248.500000 Penalty: 12747.225586
	Iteration 22Q: 3 clusters Score -5423248 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 31313 members 
Entering Unmasked Estep 
Score: -5423276.500000 Penalty: 12747.225586
	Iteration 23Q: 3 clusters Score -5423276 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 31340 members 
Entering Unmasked Estep 
Score: -5423296.500000 Penalty: 12747.225586
	Iteration 24Q: 3 clusters Score -5423296 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 31360 members 
Entering Unmasked Estep 
Score: -5423318.000000 Penalty: 12747.225586
	Iteration 25Q: 3 clusters Score -5423318 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 31378 members 
Entering Unmasked Estep 
Score: -5423334.500000 Penalty: 12747.225586
	Iteration 26Q: 3 clusters Score -5423334 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 31395 members 
Entering Unmasked Estep 
Score: -5423339.000000 Penalty: 12747.225586
	Iteration 27Q: 3 clusters Score -5423339 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 31403 members 
Entering Unmasked Estep 
Score: -5423346.000000 Penalty: 12747.225586
	Iteration 28Q: 3 clusters Score -5423346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 31410 members 
Entering Unmasked Estep 
Score: -5423348.500000 Penalty: 12747.225586
	Iteration 29Q: 3 clusters Score -5423348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 31417 members 
Entering Unmasked Estep 
Score: -5423353.000000 Penalty: 12747.225586
	Iteration 30Q: 3 clusters Score -5423353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 31421 members 
Entering Unmasked Estep 
Score: -5423358.500000 Penalty: 12747.225586
	Iteration 31Q: 3 clusters Score -5423358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 31425 members 
Entering Unmasked Estep 
Score: -5423361.000000 Penalty: 12747.225586
	Iteration 32Q: 3 clusters Score -5423361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 31426 members 
Entering Unmasked Estep 
Score: -5423367.000000 Penalty: 12747.225586
	Iteration 33Q: 3 clusters Score -5423367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 31428 members 
Entering Unmasked Estep 
Score: -5423369.000000 Penalty: 12747.225586
	Iteration 34Q: 3 clusters Score -5423369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 31431 members 
Entering Unmasked Estep 
Score: -5423368.000000 Penalty: 12747.225586
	Iteration 35Q: 3 clusters Score -5423368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 31432 members 
Entering Unmasked Estep 
Score: -5423362.500000 Penalty: 12747.225586
	Iteration 36Q: 3 clusters Score -5423362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 31433 members 
Entering Unmasked Estep 
Score: -5423376.500000 Penalty: 12747.225586
	Iteration 37Q: 3 clusters Score -5423376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 31434 members 
Entering Unmasked Estep 
Score: -5423383.500000 Penalty: 12747.225586
	Iteration 38Q: 3 clusters Score -5423384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 31438 members 
Entering Unmasked Estep 
Score: -5423381.000000 Penalty: 12747.225586
	Iteration 39Q: 3 clusters Score -5423381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 31441 members 
Entering Unmasked Estep 
Score: -5423389.500000 Penalty: 12747.225586
	Iteration 40F: 3 clusters Score -5423390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 31445 members 
Entering Unmasked Estep 
Score: -5423384.500000 Penalty: 12747.225586
	Iteration 41Q: 3 clusters Score -5423384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 31449 members 
Entering Unmasked Estep 
Score: -5423378.500000 Penalty: 12747.225586
	Iteration 42Q: 3 clusters Score -5423378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 31452 members 
Entering Unmasked Estep 
Score: -5423386.000000 Penalty: 12747.225586
	Iteration 43Q: 3 clusters Score -5423386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 31453 members 
Entering Unmasked Estep 
Score: -5423384.000000 Penalty: 12747.225586
	Iteration 44Q: 3 clusters Score -5423384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 31455 members 
Entering Unmasked Estep 
Score: -5423386.500000 Penalty: 12747.225586
	Iteration 45Q: 3 clusters Score -5423386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 31456 members 
Entering Unmasked Estep 
Score: -5423384.500000 Penalty: 12747.225586
	Iteration 46Q: 3 clusters Score -5423384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 31456 members 
Entering Unmasked Estep 
Score: -5423384.500000 Penalty: 12747.225586
	Iteration 47F: 3 clusters Score -5423384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (24684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24684 members 
Entering Unmasked Estep 
Score: -4303994.000000 Penalty: 6194.770508
	Iteration 0F: 2 clusters Score -4303994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -4284449.000000 Penalty: 12389.541016
	Iteration 0F: 3 clusters Score -4284449 nChanged 10232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -4289822.500000 Penalty: 12389.541016
	Iteration 1F: 3 clusters Score -4289822 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -4290539.000000 Penalty: 12389.541016
	Iteration 2F: 3 clusters Score -4290539 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -4291086.500000 Penalty: 12389.541016
	Iteration 3F: 3 clusters Score -4291086 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -4291526.000000 Penalty: 12389.541016
	Iteration 4Q: 3 clusters Score -4291526 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -4291933.000000 Penalty: 12389.541016
	Iteration 5Q: 3 clusters Score -4291933 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -4292383.000000 Penalty: 12389.541016
	Iteration 6Q: 3 clusters Score -4292383 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -4292938.500000 Penalty: 12389.541016
	Iteration 7Q: 3 clusters Score -4292938 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -4293615.500000 Penalty: 12389.541016
	Iteration 8Q: 3 clusters Score -4293616 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -4294430.500000 Penalty: 12389.541016
	Iteration 9Q: 3 clusters Score -4294430 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -4295356.000000 Penalty: 12389.541016
	Iteration 10Q: 3 clusters Score -4295356 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -4296279.000000 Penalty: 12389.541016
	Iteration 11Q: 3 clusters Score -4296279 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -4296977.000000 Penalty: 12389.541016
	Iteration 12Q: 3 clusters Score -4296977 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -4297491.500000 Penalty: 12389.541016
	Iteration 13Q: 3 clusters Score -4297492 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -4297871.500000 Penalty: 12389.541016
	Iteration 14Q: 3 clusters Score -4297872 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -4298097.500000 Penalty: 12389.541016
	Iteration 15Q: 3 clusters Score -4298098 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -4298233.500000 Penalty: 12389.541016
	Iteration 16Q: 3 clusters Score -4298234 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -4298321.500000 Penalty: 12389.541016
	Iteration 17Q: 3 clusters Score -4298322 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -4298378.500000 Penalty: 12389.541016
	Iteration 18Q: 3 clusters Score -4298378 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -4298420.500000 Penalty: 12389.541016
	Iteration 19Q: 3 clusters Score -4298420 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -4298443.500000 Penalty: 12389.541016
	Iteration 20F: 3 clusters Score -4298444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -4298455.000000 Penalty: 12389.541016
	Iteration 21Q: 3 clusters Score -4298455 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -4298466.500000 Penalty: 12389.541016
	Iteration 22Q: 3 clusters Score -4298466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -4298476.000000 Penalty: 12389.541016
	Iteration 23Q: 3 clusters Score -4298476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -4298477.500000 Penalty: 12389.541016
	Iteration 24Q: 3 clusters Score -4298478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -4298482.500000 Penalty: 12389.541016
	Iteration 25Q: 3 clusters Score -4298482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -4298480.500000 Penalty: 12389.541016
	Iteration 26Q: 3 clusters Score -4298480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -4298483.000000 Penalty: 12389.541016
	Iteration 27Q: 3 clusters Score -4298483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23903 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -4298487.500000 Penalty: 12389.541016
	Iteration 28Q: 3 clusters Score -4298488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -4298490.000000 Penalty: 12389.541016
	Iteration 29Q: 3 clusters Score -4298490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -4298494.500000 Penalty: 12389.541016
	Iteration 30Q: 3 clusters Score -4298494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4298494.500000 Penalty: 12389.541016
	Iteration 31Q: 3 clusters Score -4298494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4298494.500000 Penalty: 12389.541016
	Iteration 32F: 3 clusters Score -4298494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Entering Unmasked Estep 
Score: -266541.781250 Penalty: 4546.935547
	Iteration 0F: 2 clusters Score -266541.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -261943.140625 Penalty: 9093.871094
	Iteration 0F: 3 clusters Score -261943.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -262659.593750 Penalty: 9093.871094
	Iteration 1F: 3 clusters Score -262659.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -263081.187500 Penalty: 9093.871094
	Iteration 2F: 3 clusters Score -263081.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -263499.093750 Penalty: 9093.871094
	Iteration 3F: 3 clusters Score -263499.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -263756.375000 Penalty: 9093.871094
	Iteration 4Q: 3 clusters Score -263756.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -263959.375000 Penalty: 9093.871094
	Iteration 5F: 3 clusters Score -263959.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -264115.750000 Penalty: 9093.871094
	Iteration 6Q: 3 clusters Score -264115.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -264194.000000 Penalty: 9093.871094
	Iteration 7Q: 3 clusters Score -264194 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -264278.625000 Penalty: 9093.871094
	Iteration 8Q: 3 clusters Score -264278.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -264402.031250 Penalty: 9093.871094
	Iteration 9Q: 3 clusters Score -264402 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -264550.156250 Penalty: 9093.871094
	Iteration 10Q: 3 clusters Score -264550.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -264654.406250 Penalty: 9093.871094
	Iteration 11Q: 3 clusters Score -264654.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -264720.500000 Penalty: 9093.871094
	Iteration 12Q: 3 clusters Score -264720.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -264772.875000 Penalty: 9093.871094
	Iteration 13Q: 3 clusters Score -264772.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -264808.656250 Penalty: 9093.871094
	Iteration 14Q: 3 clusters Score -264808.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -264830.093750 Penalty: 9093.871094
	Iteration 15Q: 3 clusters Score -264830.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -264847.125000 Penalty: 9093.871094
	Iteration 16Q: 3 clusters Score -264847.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -264902.250000 Penalty: 9093.871094
	Iteration 17Q: 3 clusters Score -264902.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -264962.656250 Penalty: 9093.871094
	Iteration 18Q: 3 clusters Score -264962.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -264988.281250 Penalty: 9093.871094
	Iteration 19Q: 3 clusters Score -264988.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -265009.062500 Penalty: 9093.871094
	Iteration 20F: 3 clusters Score -265009.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -265027.437500 Penalty: 9093.871094
	Iteration 21Q: 3 clusters Score -265027.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -265037.250000 Penalty: 9093.871094
	Iteration 22Q: 3 clusters Score -265037.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -265044.812500 Penalty: 9093.871094
	Iteration 23Q: 3 clusters Score -265044.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -265055.375000 Penalty: 9093.871094
	Iteration 24Q: 3 clusters Score -265055.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -265058.468750 Penalty: 9093.871094
	Iteration 25Q: 3 clusters Score -265058.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -265065.906250 Penalty: 9093.871094
	Iteration 26Q: 3 clusters Score -265065.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -265077.000000 Penalty: 9093.871094
	Iteration 27Q: 3 clusters Score -265077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -265081.562500 Penalty: 9093.871094
	Iteration 28Q: 3 clusters Score -265081.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -265082.843750 Penalty: 9093.871094
	Iteration 29Q: 3 clusters Score -265082.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -265085.187500 Penalty: 9093.871094
	Iteration 30Q: 3 clusters Score -265085.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -265085.187500 Penalty: 9093.871094
	Iteration 31F: 3 clusters Score -265085.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Entering Unmasked Estep 
Score: -3945935.500000 Penalty: 6145.522461
	Iteration 0F: 2 clusters Score -3945936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -3927625.250000 Penalty: 12291.044922
	Iteration 0F: 3 clusters Score -3927625 nChanged 9404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -3932950.000000 Penalty: 12291.044922
	Iteration 1F: 3 clusters Score -3932950 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -3934239.500000 Penalty: 12291.044922
	Iteration 2F: 3 clusters Score -3934240 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -3935447.000000 Penalty: 12291.044922
	Iteration 3F: 3 clusters Score -3935447 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -3936562.000000 Penalty: 12291.044922
	Iteration 4F: 3 clusters Score -3936562 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -3937623.000000 Penalty: 12291.044922
	Iteration 5F: 3 clusters Score -3937623 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -3938649.500000 Penalty: 12291.044922
	Iteration 6F: 3 clusters Score -3938650 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -3939716.000000 Penalty: 12291.044922
	Iteration 7F: 3 clusters Score -3939716 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -3940894.000000 Penalty: 12291.044922
	Iteration 8F: 3 clusters Score -3940894 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -3941990.750000 Penalty: 12291.044922
	Iteration 9Q: 3 clusters Score -3941991 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -3942841.500000 Penalty: 12291.044922
	Iteration 10Q: 3 clusters Score -3942842 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -3943370.750000 Penalty: 12291.044922
	Iteration 11Q: 3 clusters Score -3943371 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -3943689.750000 Penalty: 12291.044922
	Iteration 12Q: 3 clusters Score -3943690 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -3943843.250000 Penalty: 12291.044922
	Iteration 13Q: 3 clusters Score -3943843 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -3943979.250000 Penalty: 12291.044922
	Iteration 14Q: 3 clusters Score -3943979 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -3944048.750000 Penalty: 12291.044922
	Iteration 15Q: 3 clusters Score -3944049 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -3944101.250000 Penalty: 12291.044922
	Iteration 16Q: 3 clusters Score -3944101 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -3944138.000000 Penalty: 12291.044922
	Iteration 17Q: 3 clusters Score -3944138 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -3944157.250000 Penalty: 12291.044922
	Iteration 18Q: 3 clusters Score -3944157 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -3944189.000000 Penalty: 12291.044922
	Iteration 19Q: 3 clusters Score -3944189 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -3944220.750000 Penalty: 12291.044922
	Iteration 20F: 3 clusters Score -3944221 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -3944232.500000 Penalty: 12291.044922
	Iteration 21Q: 3 clusters Score -3944232 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -3944247.000000 Penalty: 12291.044922
	Iteration 22Q: 3 clusters Score -3944247 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -3944262.250000 Penalty: 12291.044922
	Iteration 23Q: 3 clusters Score -3944262 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -3944282.500000 Penalty: 12291.044922
	Iteration 24Q: 3 clusters Score -3944282 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -3944288.250000 Penalty: 12291.044922
	Iteration 25Q: 3 clusters Score -3944288 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -3944301.250000 Penalty: 12291.044922
	Iteration 26Q: 3 clusters Score -3944301 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -3944300.000000 Penalty: 12291.044922
	Iteration 27Q: 3 clusters Score -3944300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -3944308.500000 Penalty: 12291.044922
	Iteration 28Q: 3 clusters Score -3944308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -3944312.750000 Penalty: 12291.044922
	Iteration 29Q: 3 clusters Score -3944313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -3944321.250000 Penalty: 12291.044922
	Iteration 30Q: 3 clusters Score -3944321 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -3944317.750000 Penalty: 12291.044922
	Iteration 31Q: 3 clusters Score -3944318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -3944331.250000 Penalty: 12291.044922
	Iteration 32Q: 3 clusters Score -3944331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -3944333.000000 Penalty: 12291.044922
	Iteration 33Q: 3 clusters Score -3944333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -3944327.250000 Penalty: 12291.044922
	Iteration 34Q: 3 clusters Score -3944327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -3944326.000000 Penalty: 12291.044922
	Iteration 35Q: 3 clusters Score -3944326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -3944329.500000 Penalty: 12291.044922
	Iteration 36Q: 3 clusters Score -3944330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -3944332.500000 Penalty: 12291.044922
	Iteration 37Q: 3 clusters Score -3944332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -3944329.000000 Penalty: 12291.044922
	Iteration 38Q: 3 clusters Score -3944329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -3944335.500000 Penalty: 12291.044922
	Iteration 39Q: 3 clusters Score -3944336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -3944339.000000 Penalty: 12291.044922
	Iteration 40F: 3 clusters Score -3944339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -3944337.500000 Penalty: 12291.044922
	Iteration 41Q: 3 clusters Score -3944338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -3944340.000000 Penalty: 12291.044922
	Iteration 42Q: 3 clusters Score -3944340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -3944340.500000 Penalty: 12291.044922
	Iteration 43Q: 3 clusters Score -3944340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -3944345.750000 Penalty: 12291.044922
	Iteration 44Q: 3 clusters Score -3944346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -3944340.500000 Penalty: 12291.044922
	Iteration 45Q: 3 clusters Score -3944340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -3944344.250000 Penalty: 12291.044922
	Iteration 46Q: 3 clusters Score -3944344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -3944344.500000 Penalty: 12291.044922
	Iteration 47Q: 3 clusters Score -3944344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -3944344.500000 Penalty: 12291.044922
	Iteration 48F: 3 clusters Score -3944344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Entering Unmasked Estep 
Score: -204472.750000 Penalty: 4415.720703
	Iteration 0F: 2 clusters Score -204472.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -200189.671875 Penalty: 8831.441406
	Iteration 0F: 3 clusters Score -200189.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -201051.406250 Penalty: 8831.441406
	Iteration 1F: 3 clusters Score -201051.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -201611.625000 Penalty: 8831.441406
	Iteration 2F: 3 clusters Score -201611.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -201921.750000 Penalty: 8831.441406
	Iteration 3F: 3 clusters Score -201921.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -202146.093750 Penalty: 8831.441406
	Iteration 4F: 3 clusters Score -202146.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -202305.515625 Penalty: 8831.441406
	Iteration 5Q: 3 clusters Score -202305.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -202455.062500 Penalty: 8831.441406
	Iteration 6Q: 3 clusters Score -202455.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -202584.343750 Penalty: 8831.441406
	Iteration 7Q: 3 clusters Score -202584.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -202653.093750 Penalty: 8831.441406
	Iteration 8Q: 3 clusters Score -202653.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -202688.109375 Penalty: 8831.441406
	Iteration 9Q: 3 clusters Score -202688.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -202709.843750 Penalty: 8831.441406
	Iteration 10Q: 3 clusters Score -202709.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -202724.328125 Penalty: 8831.441406
	Iteration 11Q: 3 clusters Score -202724.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -202745.015625 Penalty: 8831.441406
	Iteration 12Q: 3 clusters Score -202745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -202761.953125 Penalty: 8831.441406
	Iteration 13Q: 3 clusters Score -202762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -202787.437500 Penalty: 8831.441406
	Iteration 14Q: 3 clusters Score -202787.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -202822.015625 Penalty: 8831.441406
	Iteration 15Q: 3 clusters Score -202822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -202858.000000 Penalty: 8831.441406
	Iteration 16Q: 3 clusters Score -202858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -202880.046875 Penalty: 8831.441406
	Iteration 17Q: 3 clusters Score -202880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -202901.921875 Penalty: 8831.441406
	Iteration 18Q: 3 clusters Score -202901.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -202918.609375 Penalty: 8831.441406
	Iteration 19Q: 3 clusters Score -202918.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -202932.906250 Penalty: 8831.441406
	Iteration 20F: 3 clusters Score -202932.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -202952.187500 Penalty: 8831.441406
	Iteration 21Q: 3 clusters Score -202952.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -202996.109375 Penalty: 8831.441406
	Iteration 22Q: 3 clusters Score -202996.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -203063.234375 Penalty: 8831.441406
	Iteration 23Q: 3 clusters Score -203063.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -203118.500000 Penalty: 8831.441406
	Iteration 24Q: 3 clusters Score -203118.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -203156.750000 Penalty: 8831.441406
	Iteration 25Q: 3 clusters Score -203156.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -203180.250000 Penalty: 8831.441406
	Iteration 26Q: 3 clusters Score -203180.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -203197.406250 Penalty: 8831.441406
	Iteration 27Q: 3 clusters Score -203197.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -203231.453125 Penalty: 8831.441406
	Iteration 28Q: 3 clusters Score -203231.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -203241.984375 Penalty: 8831.441406
	Iteration 29Q: 3 clusters Score -203242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -203258.359375 Penalty: 8831.441406
	Iteration 30Q: 3 clusters Score -203258.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -203266.546875 Penalty: 8831.441406
	Iteration 31Q: 3 clusters Score -203266.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -203274.781250 Penalty: 8831.441406
	Iteration 32Q: 3 clusters Score -203274.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -203277.609375 Penalty: 8831.441406
	Iteration 33Q: 3 clusters Score -203277.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -203281.703125 Penalty: 8831.441406
	Iteration 34Q: 3 clusters Score -203281.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -203283.218750 Penalty: 8831.441406
	Iteration 35Q: 3 clusters Score -203283.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -203290.218750 Penalty: 8831.441406
	Iteration 36Q: 3 clusters Score -203290.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -203290.218750 Penalty: 8831.441406
	Iteration 37F: 3 clusters Score -203290.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Entering Unmasked Estep 
Score: -141297.109375 Penalty: 4187.208984
	Iteration 0F: 2 clusters Score -141297.1 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 419 members 
Entering Unmasked Estep 
Score: -137584.203125 Penalty: 8374.417969
	Iteration 0F: 3 clusters Score -137584.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -138195.125000 Penalty: 8374.417969
	Iteration 1F: 3 clusters Score -138195.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -138615.187500 Penalty: 8374.417969
	Iteration 2F: 3 clusters Score -138615.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -139033.421875 Penalty: 8374.417969
	Iteration 3F: 3 clusters Score -139033.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -139464.968750 Penalty: 8374.417969
	Iteration 4Q: 3 clusters Score -139465 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -139815.468750 Penalty: 8374.417969
	Iteration 5Q: 3 clusters Score -139815.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -139968.437500 Penalty: 8374.417969
	Iteration 6Q: 3 clusters Score -139968.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -140233.656250 Penalty: 8374.417969
	Iteration 7Q: 3 clusters Score -140233.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -140331.875000 Penalty: 8374.417969
	Iteration 8Q: 3 clusters Score -140331.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -140402.265625 Penalty: 8374.417969
	Iteration 9Q: 3 clusters Score -140402.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -140512.234375 Penalty: 8374.417969
	Iteration 10Q: 3 clusters Score -140512.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -140531.390625 Penalty: 8374.417969
	Iteration 11Q: 3 clusters Score -140531.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -140540.921875 Penalty: 8374.417969
	Iteration 12Q: 3 clusters Score -140540.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -140543.937500 Penalty: 8374.417969
	Iteration 13Q: 3 clusters Score -140543.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -140613.218750 Penalty: 8374.417969
	Iteration 14F: 3 clusters Score -140613.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -140718.171875 Penalty: 8374.417969
	Iteration 15Q: 3 clusters Score -140718.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -140757.281250 Penalty: 8374.417969
	Iteration 16Q: 3 clusters Score -140757.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -140777.390625 Penalty: 8374.417969
	Iteration 17Q: 3 clusters Score -140777.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -140783.125000 Penalty: 8374.417969
	Iteration 18Q: 3 clusters Score -140783.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -140788.265625 Penalty: 8374.417969
	Iteration 19Q: 3 clusters Score -140788.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -140788.265625 Penalty: 8374.417969
	Iteration 20F: 3 clusters Score -140788.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (38618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38618 members 
Entering Unmasked Estep 
Score: -6527780.500000 Penalty: 6468.902832
	Iteration 0F: 2 clusters Score -6527780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -6499482.000000 Penalty: 12937.805664
	Iteration 0F: 3 clusters Score -6499482 nChanged 16560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -6508246.500000 Penalty: 12937.805664
	Iteration 1F: 3 clusters Score -6508246 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -6509031.500000 Penalty: 12937.805664
	Iteration 2F: 3 clusters Score -6509032 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -6509638.500000 Penalty: 12937.805664
	Iteration 3Q: 3 clusters Score -6509638 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -6510105.000000 Penalty: 12937.805664
	Iteration 4Q: 3 clusters Score -6510105 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -6510540.500000 Penalty: 12937.805664
	Iteration 5Q: 3 clusters Score -6510540 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -6511042.000000 Penalty: 12937.805664
	Iteration 6Q: 3 clusters Score -6511042 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -6511693.000000 Penalty: 12937.805664
	Iteration 7Q: 3 clusters Score -6511693 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -6512602.500000 Penalty: 12937.805664
	Iteration 8Q: 3 clusters Score -6512602 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -6513816.000000 Penalty: 12937.805664
	Iteration 9Q: 3 clusters Score -6513816 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -6515140.000000 Penalty: 12937.805664
	Iteration 10Q: 3 clusters Score -6515140 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -6516529.500000 Penalty: 12937.805664
	Iteration 11Q: 3 clusters Score -6516530 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 24303 members 
Entering Unmasked Estep 
Score: -6517728.000000 Penalty: 12937.805664
	Iteration 12Q: 3 clusters Score -6517728 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
Score: -6518726.500000 Penalty: 12937.805664
	Iteration 13Q: 3 clusters Score -6518726 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 25166 members 
Entering Unmasked Estep 
Score: -6519405.000000 Penalty: 12937.805664
	Iteration 14Q: 3 clusters Score -6519405 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -6519939.000000 Penalty: 12937.805664
	Iteration 15Q: 3 clusters Score -6519939 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -6520321.500000 Penalty: 12937.805664
	Iteration 16Q: 3 clusters Score -6520322 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -6520608.000000 Penalty: 12937.805664
	Iteration 17Q: 3 clusters Score -6520608 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 26979 members 
Entering Unmasked Estep 
Score: -6520801.500000 Penalty: 12937.805664
	Iteration 18Q: 3 clusters Score -6520802 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 27374 members 
Entering Unmasked Estep 
Score: -6520969.000000 Penalty: 12937.805664
	Iteration 19Q: 3 clusters Score -6520969 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 27723 members 
Entering Unmasked Estep 
Score: -6521102.000000 Penalty: 12937.805664
	Iteration 20F: 3 clusters Score -6521102 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 28043 members 
Entering Unmasked Estep 
Score: -6521181.000000 Penalty: 12937.805664
	Iteration 21Q: 3 clusters Score -6521181 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 28343 members 
Entering Unmasked Estep 
Score: -6521284.000000 Penalty: 12937.805664
	Iteration 22Q: 3 clusters Score -6521284 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 28611 members 
Entering Unmasked Estep 
Score: -6521354.000000 Penalty: 12937.805664
	Iteration 23Q: 3 clusters Score -6521354 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 28862 members 
Entering Unmasked Estep 
Score: -6521401.500000 Penalty: 12937.805664
	Iteration 24Q: 3 clusters Score -6521402 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 29092 members 
Entering Unmasked Estep 
Score: -6521484.000000 Penalty: 12937.805664
	Iteration 25Q: 3 clusters Score -6521484 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 29304 members 
Entering Unmasked Estep 
Score: -6521517.500000 Penalty: 12937.805664
	Iteration 26Q: 3 clusters Score -6521518 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 29526 members 
Entering Unmasked Estep 
Score: -6521578.000000 Penalty: 12937.805664
	Iteration 27Q: 3 clusters Score -6521578 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 29738 members 
Entering Unmasked Estep 
Score: -6521651.500000 Penalty: 12937.805664
	Iteration 28Q: 3 clusters Score -6521652 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 29936 members 
Entering Unmasked Estep 
Score: -6521695.000000 Penalty: 12937.805664
	Iteration 29Q: 3 clusters Score -6521695 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 30124 members 
Entering Unmasked Estep 
Score: -6521733.000000 Penalty: 12937.805664
	Iteration 30Q: 3 clusters Score -6521733 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 30303 members 
Entering Unmasked Estep 
Score: -6521775.500000 Penalty: 12937.805664
	Iteration 31Q: 3 clusters Score -6521776 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 30477 members 
Entering Unmasked Estep 
Score: -6521824.500000 Penalty: 12937.805664
	Iteration 32Q: 3 clusters Score -6521824 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 30651 members 
Entering Unmasked Estep 
Score: -6521840.500000 Penalty: 12937.805664
	Iteration 33Q: 3 clusters Score -6521840 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 30823 members 
Entering Unmasked Estep 
Score: -6521888.500000 Penalty: 12937.805664
	Iteration 34Q: 3 clusters Score -6521888 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 31007 members 
Entering Unmasked Estep 
Score: -6521934.000000 Penalty: 12937.805664
	Iteration 35Q: 3 clusters Score -6521934 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 31185 members 
Entering Unmasked Estep 
Score: -6521977.500000 Penalty: 12937.805664
	Iteration 36Q: 3 clusters Score -6521978 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 31328 members 
Entering Unmasked Estep 
Score: -6521993.000000 Penalty: 12937.805664
	Iteration 37Q: 3 clusters Score -6521993 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 31461 members 
Entering Unmasked Estep 
Score: -6522038.000000 Penalty: 12937.805664
	Iteration 38Q: 3 clusters Score -6522038 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 31592 members 
Entering Unmasked Estep 
Score: -6522089.500000 Penalty: 12937.805664
	Iteration 39Q: 3 clusters Score -6522090 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 31715 members 
Entering Unmasked Estep 
Score: -6522129.000000 Penalty: 12937.805664
	Iteration 40F: 3 clusters Score -6522129 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 31862 members 
Entering Unmasked Estep 
Score: -6522142.000000 Penalty: 12937.805664
	Iteration 41Q: 3 clusters Score -6522142 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 32013 members 
Entering Unmasked Estep 
Score: -6522179.500000 Penalty: 12937.805664
	Iteration 42Q: 3 clusters Score -6522180 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 32140 members 
Entering Unmasked Estep 
Score: -6522224.500000 Penalty: 12937.805664
	Iteration 43Q: 3 clusters Score -6522224 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 32267 members 
Entering Unmasked Estep 
Score: -6522252.500000 Penalty: 12937.805664
	Iteration 44Q: 3 clusters Score -6522252 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 32363 members 
Entering Unmasked Estep 
Score: -6522278.500000 Penalty: 12937.805664
	Iteration 45Q: 3 clusters Score -6522278 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 32442 members 
Entering Unmasked Estep 
Score: -6522299.000000 Penalty: 12937.805664
	Iteration 46Q: 3 clusters Score -6522299 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 32524 members 
Entering Unmasked Estep 
Score: -6522336.000000 Penalty: 12937.805664
	Iteration 47Q: 3 clusters Score -6522336 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 32590 members 
Entering Unmasked Estep 
Score: -6522332.500000 Penalty: 12937.805664
	Iteration 48Q: 3 clusters Score -6522332 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 32664 members 
Entering Unmasked Estep 
Score: -6522340.500000 Penalty: 12937.805664
	Iteration 49Q: 3 clusters Score -6522340 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 32724 members 
Entering Unmasked Estep 
Score: -6522381.500000 Penalty: 12937.805664
	Iteration 50Q: 3 clusters Score -6522382 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 32778 members 
Entering Unmasked Estep 
Score: -6522377.000000 Penalty: 12937.805664
	Iteration 51Q: 3 clusters Score -6522377 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 32839 members 
Entering Unmasked Estep 
Score: -6522406.500000 Penalty: 12937.805664
	Iteration 52Q: 3 clusters Score -6522406 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 32901 members 
Entering Unmasked Estep 
Score: -6522415.500000 Penalty: 12937.805664
	Iteration 53Q: 3 clusters Score -6522416 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 32957 members 
Entering Unmasked Estep 
Score: -6522440.000000 Penalty: 12937.805664
	Iteration 54Q: 3 clusters Score -6522440 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 33016 members 
Entering Unmasked Estep 
Score: -6522458.500000 Penalty: 12937.805664
	Iteration 55Q: 3 clusters Score -6522458 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 33063 members 
Entering Unmasked Estep 
Score: -6522451.500000 Penalty: 12937.805664
	Iteration 56Q: 3 clusters Score -6522452 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 33105 members 
Entering Unmasked Estep 
Score: -6522463.500000 Penalty: 12937.805664
	Iteration 57Q: 3 clusters Score -6522464 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 33146 members 
Entering Unmasked Estep 
Score: -6522472.500000 Penalty: 12937.805664
	Iteration 58Q: 3 clusters Score -6522472 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 33182 members 
Entering Unmasked Estep 
Score: -6522476.000000 Penalty: 12937.805664
	Iteration 59Q: 3 clusters Score -6522476 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 33211 members 
Entering Unmasked Estep 
Score: -6522492.000000 Penalty: 12937.805664
	Iteration 60F: 3 clusters Score -6522492 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 33235 members 
Entering Unmasked Estep 
Score: -6522507.000000 Penalty: 12937.805664
	Iteration 61Q: 3 clusters Score -6522507 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 33251 members 
Entering Unmasked Estep 
Score: -6522513.500000 Penalty: 12937.805664
	Iteration 62Q: 3 clusters Score -6522514 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 33271 members 
Entering Unmasked Estep 
Score: -6522528.500000 Penalty: 12937.805664
	Iteration 63Q: 3 clusters Score -6522528 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 33296 members 
Entering Unmasked Estep 
Score: -6522511.500000 Penalty: 12937.805664
	Iteration 64Q: 3 clusters Score -6522512 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 33330 members 
Entering Unmasked Estep 
Score: -6522507.000000 Penalty: 12937.805664
	Iteration 65Q: 3 clusters Score -6522507 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 33368 members 
Entering Unmasked Estep 
Score: -6522495.000000 Penalty: 12937.805664
	Iteration 66Q: 3 clusters Score -6522495 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 33404 members 
Entering Unmasked Estep 
Score: -6522502.000000 Penalty: 12937.805664
	Iteration 67Q: 3 clusters Score -6522502 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 33440 members 
Entering Unmasked Estep 
Score: -6522503.000000 Penalty: 12937.805664
	Iteration 68Q: 3 clusters Score -6522503 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 33475 members 
Entering Unmasked Estep 
Score: -6522526.500000 Penalty: 12937.805664
	Iteration 69Q: 3 clusters Score -6522526 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 33506 members 
Entering Unmasked Estep 
Score: -6522536.000000 Penalty: 12937.805664
	Iteration 70Q: 3 clusters Score -6522536 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 33535 members 
Entering Unmasked Estep 
Score: -6522546.000000 Penalty: 12937.805664
	Iteration 71Q: 3 clusters Score -6522546 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 33560 members 
Entering Unmasked Estep 
Score: -6522540.000000 Penalty: 12937.805664
	Iteration 72Q: 3 clusters Score -6522540 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 33581 members 
Entering Unmasked Estep 
Score: -6522553.000000 Penalty: 12937.805664
	Iteration 73Q: 3 clusters Score -6522553 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 33604 members 
Entering Unmasked Estep 
Score: -6522550.000000 Penalty: 12937.805664
	Iteration 74Q: 3 clusters Score -6522550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 33611 members 
Entering Unmasked Estep 
Score: -6522553.000000 Penalty: 12937.805664
	Iteration 75Q: 3 clusters Score -6522553 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 33632 members 
Entering Unmasked Estep 
Score: -6522554.000000 Penalty: 12937.805664
	Iteration 76Q: 3 clusters Score -6522554 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 33656 members 
Entering Unmasked Estep 
Score: -6522575.000000 Penalty: 12937.805664
	Iteration 77Q: 3 clusters Score -6522575 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 33676 members 
Entering Unmasked Estep 
Score: -6522564.000000 Penalty: 12937.805664
	Iteration 78Q: 3 clusters Score -6522564 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 33702 members 
Entering Unmasked Estep 
Score: -6522569.000000 Penalty: 12937.805664
	Iteration 79Q: 3 clusters Score -6522569 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 33714 members 
Entering Unmasked Estep 
Score: -6522575.500000 Penalty: 12937.805664
	Iteration 80F: 3 clusters Score -6522576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 33726 members 
Entering Unmasked Estep 
Score: -6522576.000000 Penalty: 12937.805664
	Iteration 81Q: 3 clusters Score -6522576 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 33750 members 
Entering Unmasked Estep 
Score: -6522584.500000 Penalty: 12937.805664
	Iteration 82Q: 3 clusters Score -6522584 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 33764 members 
Entering Unmasked Estep 
Score: -6522583.000000 Penalty: 12937.805664
	Iteration 83Q: 3 clusters Score -6522583 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 33777 members 
Entering Unmasked Estep 
Score: -6522581.500000 Penalty: 12937.805664
	Iteration 84Q: 3 clusters Score -6522582 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 33794 members 
Entering Unmasked Estep 
Score: -6522578.500000 Penalty: 12937.805664
	Iteration 85Q: 3 clusters Score -6522578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 33807 members 
Entering Unmasked Estep 
Score: -6522587.500000 Penalty: 12937.805664
	Iteration 86Q: 3 clusters Score -6522588 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 33818 members 
Entering Unmasked Estep 
Score: -6522603.500000 Penalty: 12937.805664
	Iteration 87Q: 3 clusters Score -6522604 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 33836 members 
Entering Unmasked Estep 
Score: -6522593.000000 Penalty: 12937.805664
	Iteration 88Q: 3 clusters Score -6522593 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 33855 members 
Entering Unmasked Estep 
Score: -6522605.000000 Penalty: 12937.805664
	Iteration 89Q: 3 clusters Score -6522605 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 33876 members 
Entering Unmasked Estep 
Score: -6522616.000000 Penalty: 12937.805664
	Iteration 90Q: 3 clusters Score -6522616 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 33891 members 
Entering Unmasked Estep 
Score: -6522616.000000 Penalty: 12937.805664
	Iteration 91Q: 3 clusters Score -6522616 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 33904 members 
Entering Unmasked Estep 
Score: -6522613.000000 Penalty: 12937.805664
	Iteration 92Q: 3 clusters Score -6522613 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 33917 members 
Entering Unmasked Estep 
Score: -6522632.500000 Penalty: 12937.805664
	Iteration 93Q: 3 clusters Score -6522632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 33929 members 
Entering Unmasked Estep 
Score: -6522632.500000 Penalty: 12937.805664
	Iteration 94Q: 3 clusters Score -6522632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
Score: -6522632.500000 Penalty: 12937.805664
	Iteration 95Q: 3 clusters Score -6522632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 33944 members 
Entering Unmasked Estep 
Score: -6522635.500000 Penalty: 12937.805664
	Iteration 96Q: 3 clusters Score -6522636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 33953 members 
Entering Unmasked Estep 
Score: -6522645.000000 Penalty: 12937.805664
	Iteration 97Q: 3 clusters Score -6522645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 33958 members 
Entering Unmasked Estep 
Score: -6522649.000000 Penalty: 12937.805664
	Iteration 98Q: 3 clusters Score -6522649 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 33968 members 
Entering Unmasked Estep 
Score: -6522653.000000 Penalty: 12937.805664
	Iteration 99Q: 3 clusters Score -6522653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 33977 members 
Entering Unmasked Estep 
Score: -6522651.500000 Penalty: 12937.805664
	Iteration 100F: 3 clusters Score -6522652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 33989 members 
Entering Unmasked Estep 
Score: -6522655.500000 Penalty: 12937.805664
	Iteration 101Q: 3 clusters Score -6522656 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 34003 members 
Entering Unmasked Estep 
Score: -6522676.000000 Penalty: 12937.805664
	Iteration 102Q: 3 clusters Score -6522676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 34015 members 
Entering Unmasked Estep 
Score: -6522680.500000 Penalty: 12937.805664
	Iteration 103Q: 3 clusters Score -6522680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 34024 members 
Entering Unmasked Estep 
Score: -6522680.000000 Penalty: 12937.805664
	Iteration 104Q: 3 clusters Score -6522680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 34028 members 
Entering Unmasked Estep 
Score: -6522673.500000 Penalty: 12937.805664
	Iteration 105Q: 3 clusters Score -6522674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 34035 members 
Entering Unmasked Estep 
Score: -6522670.500000 Penalty: 12937.805664
	Iteration 106Q: 3 clusters Score -6522670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 34042 members 
Entering Unmasked Estep 
Score: -6522665.500000 Penalty: 12937.805664
	Iteration 107Q: 3 clusters Score -6522666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 34050 members 
Entering Unmasked Estep 
Score: -6522670.000000 Penalty: 12937.805664
	Iteration 108Q: 3 clusters Score -6522670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 34055 members 
Entering Unmasked Estep 
Score: -6522676.500000 Penalty: 12937.805664
	Iteration 109Q: 3 clusters Score -6522676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 34059 members 
Entering Unmasked Estep 
Score: -6522674.500000 Penalty: 12937.805664
	Iteration 110Q: 3 clusters Score -6522674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 34062 members 
Entering Unmasked Estep 
Score: -6522670.000000 Penalty: 12937.805664
	Iteration 111Q: 3 clusters Score -6522670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 34066 members 
Entering Unmasked Estep 
Score: -6522683.500000 Penalty: 12937.805664
	Iteration 112Q: 3 clusters Score -6522684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 34071 members 
Entering Unmasked Estep 
Score: -6522681.500000 Penalty: 12937.805664
	Iteration 113Q: 3 clusters Score -6522682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 34075 members 
Entering Unmasked Estep 
Score: -6522684.500000 Penalty: 12937.805664
	Iteration 114Q: 3 clusters Score -6522684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 34078 members 
Entering Unmasked Estep 
Score: -6522683.500000 Penalty: 12937.805664
	Iteration 115Q: 3 clusters Score -6522684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 34081 members 
Entering Unmasked Estep 
Score: -6522682.000000 Penalty: 12937.805664
	Iteration 116Q: 3 clusters Score -6522682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 34083 members 
Entering Unmasked Estep 
Score: -6522686.000000 Penalty: 12937.805664
	Iteration 117Q: 3 clusters Score -6522686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 34089 members 
Entering Unmasked Estep 
Score: -6522686.000000 Penalty: 12937.805664
	Iteration 118Q: 3 clusters Score -6522686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 34096 members 
Entering Unmasked Estep 
Score: -6522695.500000 Penalty: 12937.805664
	Iteration 119Q: 3 clusters Score -6522696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 34104 members 
Entering Unmasked Estep 
Score: -6522691.000000 Penalty: 12937.805664
	Iteration 120F: 3 clusters Score -6522691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 34109 members 
Entering Unmasked Estep 
Score: -6522705.500000 Penalty: 12937.805664
	Iteration 121Q: 3 clusters Score -6522706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 34115 members 
Entering Unmasked Estep 
Score: -6522701.000000 Penalty: 12937.805664
	Iteration 122Q: 3 clusters Score -6522701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 34118 members 
Entering Unmasked Estep 
Score: -6522703.500000 Penalty: 12937.805664
	Iteration 123Q: 3 clusters Score -6522704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 34120 members 
Entering Unmasked Estep 
Score: -6522698.500000 Penalty: 12937.805664
	Iteration 124Q: 3 clusters Score -6522698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 34122 members 
Entering Unmasked Estep 
Score: -6522698.000000 Penalty: 12937.805664
	Iteration 125Q: 3 clusters Score -6522698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 34126 members 
Entering Unmasked Estep 
Score: -6522696.000000 Penalty: 12937.805664
	Iteration 126Q: 3 clusters Score -6522696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 34127 members 
Entering Unmasked Estep 
Score: -6522693.500000 Penalty: 12937.805664
	Iteration 127Q: 3 clusters Score -6522694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 34127 members 
Entering Unmasked Estep 
Score: -6522693.500000 Penalty: 12937.805664
	Iteration 128F: 3 clusters Score -6522694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (350426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350426 members 
Entering Unmasked Estep 
Score: -60254840.000000 Penalty: 7819.729004
	Iteration 0F: 2 clusters Score -6.025484e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175810 members 
Mstep: Class 2 contains 174616 members 
Entering Unmasked Estep 
Score: -60033508.000000 Penalty: 15639.458008
	Iteration 0F: 3 clusters Score -6.003351e+07 nChanged 167531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181861 members 
Mstep: Class 2 contains 168565 members 
Entering Unmasked Estep 
Score: -60131356.000000 Penalty: 15639.458008
	Iteration 1F: 3 clusters Score -6.013136e+07 nChanged 10950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186359 members 
Mstep: Class 2 contains 164067 members 
Entering Unmasked Estep 
Score: -60134304.000000 Penalty: 15639.458008
	Iteration 2Q: 3 clusters Score -6.01343e+07 nChanged 12806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193021 members 
Mstep: Class 2 contains 157405 members 
Entering Unmasked Estep 
Score: -60139100.000000 Penalty: 15639.458008
	Iteration 3Q: 3 clusters Score -6.01391e+07 nChanged 15929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202742 members 
Mstep: Class 2 contains 147684 members 
Entering Unmasked Estep 
Score: -60146584.000000 Penalty: 15639.458008
	Iteration 4Q: 3 clusters Score -6.014658e+07 nChanged 19244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215734 members 
Mstep: Class 2 contains 134692 members 
Entering Unmasked Estep 
Score: -60157032.000000 Penalty: 15639.458008
	Iteration 5F: 3 clusters Score -6.015703e+07 nChanged 22201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231235 members 
Mstep: Class 2 contains 119191 members 
Entering Unmasked Estep 
Score: -60171452.000000 Penalty: 15639.458008
	Iteration 6F: 3 clusters Score -6.017145e+07 nChanged 23336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247105 members 
Mstep: Class 2 contains 103321 members 
Entering Unmasked Estep 
Score: -60188284.000000 Penalty: 15639.458008
	Iteration 7F: 3 clusters Score -6.018828e+07 nChanged 21543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260126 members 
Mstep: Class 2 contains 90300 members 
Entering Unmasked Estep 
Score: -60202864.000000 Penalty: 15639.458008
	Iteration 8F: 3 clusters Score -6.020286e+07 nChanged 18047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268973 members 
Mstep: Class 2 contains 81453 members 
Entering Unmasked Estep 
Score: -60213924.000000 Penalty: 15639.458008
	Iteration 9F: 3 clusters Score -6.021392e+07 nChanged 13728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274367 members 
Mstep: Class 2 contains 76059 members 
Entering Unmasked Estep 
Score: -60220196.000000 Penalty: 15639.458008
	Iteration 10Q: 3 clusters Score -6.02202e+07 nChanged 9890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278005 members 
Mstep: Class 2 contains 72421 members 
Entering Unmasked Estep 
Score: -60223300.000000 Penalty: 15639.458008
	Iteration 11Q: 3 clusters Score -6.02233e+07 nChanged 6738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280679 members 
Mstep: Class 2 contains 69747 members 
Entering Unmasked Estep 
Score: -60224928.000000 Penalty: 15639.458008
	Iteration 12Q: 3 clusters Score -6.022493e+07 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282900 members 
Mstep: Class 2 contains 67526 members 
Entering Unmasked Estep 
Score: -60226372.000000 Penalty: 15639.458008
	Iteration 13Q: 3 clusters Score -6.022637e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284828 members 
Mstep: Class 2 contains 65598 members 
Entering Unmasked Estep 
Score: -60227088.000000 Penalty: 15639.458008
	Iteration 14Q: 3 clusters Score -6.022709e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286569 members 
Mstep: Class 2 contains 63857 members 
Entering Unmasked Estep 
Score: -60227764.000000 Penalty: 15639.458008
	Iteration 15Q: 3 clusters Score -6.022776e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288156 members 
Mstep: Class 2 contains 62270 members 
Entering Unmasked Estep 
Score: -60228228.000000 Penalty: 15639.458008
	Iteration 16Q: 3 clusters Score -6.022823e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289688 members 
Mstep: Class 2 contains 60738 members 
Entering Unmasked Estep 
Score: -60228732.000000 Penalty: 15639.458008
	Iteration 17Q: 3 clusters Score -6.022873e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291161 members 
Mstep: Class 2 contains 59265 members 
Entering Unmasked Estep 
Score: -60229048.000000 Penalty: 15639.458008
	Iteration 18Q: 3 clusters Score -6.022905e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292609 members 
Mstep: Class 2 contains 57817 members 
Entering Unmasked Estep 
Score: -60229428.000000 Penalty: 15639.458008
	Iteration 19Q: 3 clusters Score -6.022943e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293975 members 
Mstep: Class 2 contains 56451 members 
Entering Unmasked Estep 
Score: -60229840.000000 Penalty: 15639.458008
	Iteration 20F: 3 clusters Score -6.022984e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295239 members 
Mstep: Class 2 contains 55187 members 
Entering Unmasked Estep 
Score: -60230184.000000 Penalty: 15639.458008
	Iteration 21Q: 3 clusters Score -6.023018e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296570 members 
Mstep: Class 2 contains 53856 members 
Entering Unmasked Estep 
Score: -60230612.000000 Penalty: 15639.458008
	Iteration 22Q: 3 clusters Score -6.023061e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297903 members 
Mstep: Class 2 contains 52523 members 
Entering Unmasked Estep 
Score: -60231004.000000 Penalty: 15639.458008
	Iteration 23Q: 3 clusters Score -6.0231e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299228 members 
Mstep: Class 2 contains 51198 members 
Entering Unmasked Estep 
Score: -60231568.000000 Penalty: 15639.458008
	Iteration 24Q: 3 clusters Score -6.023157e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300583 members 
Mstep: Class 2 contains 49843 members 
Entering Unmasked Estep 
Score: -60231900.000000 Penalty: 15639.458008
	Iteration 25Q: 3 clusters Score -6.02319e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301981 members 
Mstep: Class 2 contains 48445 members 
Entering Unmasked Estep 
Score: -60232280.000000 Penalty: 15639.458008
	Iteration 26Q: 3 clusters Score -6.023228e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303454 members 
Mstep: Class 2 contains 46972 members 
Entering Unmasked Estep 
Score: -60232684.000000 Penalty: 15639.458008
	Iteration 27Q: 3 clusters Score -6.023268e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305019 members 
Mstep: Class 2 contains 45407 members 
Entering Unmasked Estep 
Score: -60233272.000000 Penalty: 15639.458008
	Iteration 28Q: 3 clusters Score -6.023327e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306521 members 
Mstep: Class 2 contains 43905 members 
Entering Unmasked Estep 
Score: -60233744.000000 Penalty: 15639.458008
	Iteration 29Q: 3 clusters Score -6.023374e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308011 members 
Mstep: Class 2 contains 42415 members 
Entering Unmasked Estep 
Score: -60234388.000000 Penalty: 15639.458008
	Iteration 30Q: 3 clusters Score -6.023439e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309502 members 
Mstep: Class 2 contains 40924 members 
Entering Unmasked Estep 
Score: -60234976.000000 Penalty: 15639.458008
	Iteration 31Q: 3 clusters Score -6.023498e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311041 members 
Mstep: Class 2 contains 39385 members 
Entering Unmasked Estep 
Score: -60235552.000000 Penalty: 15639.458008
	Iteration 32Q: 3 clusters Score -6.023555e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312593 members 
Mstep: Class 2 contains 37833 members 
Entering Unmasked Estep 
Score: -60236188.000000 Penalty: 15639.458008
	Iteration 33Q: 3 clusters Score -6.023619e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314198 members 
Mstep: Class 2 contains 36228 members 
Entering Unmasked Estep 
Score: -60236704.000000 Penalty: 15639.458008
	Iteration 34Q: 3 clusters Score -6.02367e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315804 members 
Mstep: Class 2 contains 34622 members 
Entering Unmasked Estep 
Score: -60237344.000000 Penalty: 15639.458008
	Iteration 35Q: 3 clusters Score -6.023734e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317365 members 
Mstep: Class 2 contains 33061 members 
Entering Unmasked Estep 
Score: -60238080.000000 Penalty: 15639.458008
	Iteration 36Q: 3 clusters Score -6.023808e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318904 members 
Mstep: Class 2 contains 31522 members 
Entering Unmasked Estep 
Score: -60238788.000000 Penalty: 15639.458008
	Iteration 37Q: 3 clusters Score -6.023879e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320376 members 
Mstep: Class 2 contains 30050 members 
Entering Unmasked Estep 
Score: -60239400.000000 Penalty: 15639.458008
	Iteration 38Q: 3 clusters Score -6.02394e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321736 members 
Mstep: Class 2 contains 28690 members 
Entering Unmasked Estep 
Score: -60239988.000000 Penalty: 15639.458008
	Iteration 39Q: 3 clusters Score -6.023999e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323042 members 
Mstep: Class 2 contains 27384 members 
Entering Unmasked Estep 
Score: -60240412.000000 Penalty: 15639.458008
	Iteration 40F: 3 clusters Score -6.024041e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324294 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -60240800.000000 Penalty: 15639.458008
	Iteration 41Q: 3 clusters Score -6.02408e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325560 members 
Mstep: Class 2 contains 24866 members 
Entering Unmasked Estep 
Score: -60241424.000000 Penalty: 15639.458008
	Iteration 42Q: 3 clusters Score -6.024142e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326756 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -60241860.000000 Penalty: 15639.458008
	Iteration 43Q: 3 clusters Score -6.024186e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327918 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -60242340.000000 Penalty: 15639.458008
	Iteration 44Q: 3 clusters Score -6.024234e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328983 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -60242892.000000 Penalty: 15639.458008
	Iteration 45Q: 3 clusters Score -6.024289e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329961 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -60243272.000000 Penalty: 15639.458008
	Iteration 46Q: 3 clusters Score -6.024327e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330928 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -60243852.000000 Penalty: 15639.458008
	Iteration 47Q: 3 clusters Score -6.024385e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331874 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -60244504.000000 Penalty: 15639.458008
	Iteration 48Q: 3 clusters Score -6.02445e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332804 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -60245024.000000 Penalty: 15639.458008
	Iteration 49Q: 3 clusters Score -6.024502e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333703 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -60245668.000000 Penalty: 15639.458008
	Iteration 50Q: 3 clusters Score -6.024567e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334516 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -60246256.000000 Penalty: 15639.458008
	Iteration 51Q: 3 clusters Score -6.024626e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335192 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -60246852.000000 Penalty: 15639.458008
	Iteration 52Q: 3 clusters Score -6.024685e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335779 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -60247396.000000 Penalty: 15639.458008
	Iteration 53Q: 3 clusters Score -6.02474e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336251 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -60247732.000000 Penalty: 15639.458008
	Iteration 54Q: 3 clusters Score -6.024773e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336667 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -60248028.000000 Penalty: 15639.458008
	Iteration 55Q: 3 clusters Score -6.024803e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336998 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -60248220.000000 Penalty: 15639.458008
	Iteration 56Q: 3 clusters Score -6.024822e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337269 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -60248368.000000 Penalty: 15639.458008
	Iteration 57Q: 3 clusters Score -6.024837e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337504 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -60248480.000000 Penalty: 15639.458008
	Iteration 58Q: 3 clusters Score -6.024848e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337696 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -60248496.000000 Penalty: 15639.458008
	Iteration 59Q: 3 clusters Score -6.02485e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337868 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -60248656.000000 Penalty: 15639.458008
	Iteration 60F: 3 clusters Score -6.024866e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338011 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -60248772.000000 Penalty: 15639.458008
	Iteration 61Q: 3 clusters Score -6.024877e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338153 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -60248824.000000 Penalty: 15639.458008
	Iteration 62Q: 3 clusters Score -6.024882e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338279 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -60248860.000000 Penalty: 15639.458008
	Iteration 63Q: 3 clusters Score -6.024886e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338382 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -60248924.000000 Penalty: 15639.458008
	Iteration 64Q: 3 clusters Score -6.024892e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338468 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -60248880.000000 Penalty: 15639.458008
	Iteration 65Q: 3 clusters Score -6.024888e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338563 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -60248932.000000 Penalty: 15639.458008
	Iteration 66Q: 3 clusters Score -6.024893e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338642 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -60248940.000000 Penalty: 15639.458008
	Iteration 67Q: 3 clusters Score -6.024894e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338718 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -60248992.000000 Penalty: 15639.458008
	Iteration 68Q: 3 clusters Score -6.024899e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338791 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -60249072.000000 Penalty: 15639.458008
	Iteration 69Q: 3 clusters Score -6.024907e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338852 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -60249084.000000 Penalty: 15639.458008
	Iteration 70Q: 3 clusters Score -6.024908e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338911 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -60249132.000000 Penalty: 15639.458008
	Iteration 71Q: 3 clusters Score -6.024913e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338983 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -60249148.000000 Penalty: 15639.458008
	Iteration 72Q: 3 clusters Score -6.024915e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339037 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -60249192.000000 Penalty: 15639.458008
	Iteration 73Q: 3 clusters Score -6.024919e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339083 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -60249216.000000 Penalty: 15639.458008
	Iteration 74Q: 3 clusters Score -6.024922e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339133 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -60249240.000000 Penalty: 15639.458008
	Iteration 75Q: 3 clusters Score -6.024924e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339172 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -60249260.000000 Penalty: 15639.458008
	Iteration 76Q: 3 clusters Score -6.024926e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339200 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -60249300.000000 Penalty: 15639.458008
	Iteration 77Q: 3 clusters Score -6.02493e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339232 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -60249308.000000 Penalty: 15639.458008
	Iteration 78Q: 3 clusters Score -6.024931e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339256 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -60249284.000000 Penalty: 15639.458008
	Iteration 79Q: 3 clusters Score -6.024928e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339271 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -60249348.000000 Penalty: 15639.458008
	Iteration 80F: 3 clusters Score -6.024935e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339287 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -60249332.000000 Penalty: 15639.458008
	Iteration 81Q: 3 clusters Score -6.024933e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339301 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -60249344.000000 Penalty: 15639.458008
	Iteration 82Q: 3 clusters Score -6.024934e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339322 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -60249336.000000 Penalty: 15639.458008
	Iteration 83Q: 3 clusters Score -6.024934e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339334 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -60249320.000000 Penalty: 15639.458008
	Iteration 84Q: 3 clusters Score -6.024932e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339345 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -60249316.000000 Penalty: 15639.458008
	Iteration 85Q: 3 clusters Score -6.024932e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339370 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -60249388.000000 Penalty: 15639.458008
	Iteration 86Q: 3 clusters Score -6.024939e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339390 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -60249344.000000 Penalty: 15639.458008
	Iteration 87Q: 3 clusters Score -6.024934e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339407 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -60249424.000000 Penalty: 15639.458008
	Iteration 88Q: 3 clusters Score -6.024942e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339416 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -60249420.000000 Penalty: 15639.458008
	Iteration 89Q: 3 clusters Score -6.024942e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339429 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -60249444.000000 Penalty: 15639.458008
	Iteration 90Q: 3 clusters Score -6.024944e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339444 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -60249400.000000 Penalty: 15639.458008
	Iteration 91Q: 3 clusters Score -6.02494e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339455 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -60249484.000000 Penalty: 15639.458008
	Iteration 92Q: 3 clusters Score -6.024948e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339464 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -60249456.000000 Penalty: 15639.458008
	Iteration 93Q: 3 clusters Score -6.024946e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339474 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -60249432.000000 Penalty: 15639.458008
	Iteration 94Q: 3 clusters Score -6.024943e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339485 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -60249400.000000 Penalty: 15639.458008
	Iteration 95Q: 3 clusters Score -6.02494e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339489 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -60249392.000000 Penalty: 15639.458008
	Iteration 96Q: 3 clusters Score -6.024939e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339492 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -60249428.000000 Penalty: 15639.458008
	Iteration 97Q: 3 clusters Score -6.024943e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339495 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -60249424.000000 Penalty: 15639.458008
	Iteration 98Q: 3 clusters Score -6.024942e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339498 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -60249428.000000 Penalty: 15639.458008
	Iteration 99Q: 3 clusters Score -6.024943e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339499 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -60249416.000000 Penalty: 15639.458008
	Iteration 100F: 3 clusters Score -6.024942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339501 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -60249416.000000 Penalty: 15639.458008
	Iteration 101Q: 3 clusters Score -6.024942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339503 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -60249444.000000 Penalty: 15639.458008
	Iteration 102Q: 3 clusters Score -6.024944e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339506 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -60249440.000000 Penalty: 15639.458008
	Iteration 103Q: 3 clusters Score -6.024944e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339506 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -60249440.000000 Penalty: 15639.458008
	Iteration 104F: 3 clusters Score -6.024944e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (575596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575596 members 
Entering Unmasked Estep 
Score: -98734704.000000 Penalty: 8123.686523
	Iteration 0F: 2 clusters Score -9.87347e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287497 members 
Mstep: Class 2 contains 288099 members 
Entering Unmasked Estep 
Score: -98406832.000000 Penalty: 16247.373047
	Iteration 0F: 3 clusters Score -9.840683e+07 nChanged 277923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281894 members 
Mstep: Class 2 contains 293702 members 
Entering Unmasked Estep 
Score: -98570384.000000 Penalty: 16247.373047
	Iteration 1F: 3 clusters Score -9.857038e+07 nChanged 13299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278425 members 
Mstep: Class 2 contains 297171 members 
Entering Unmasked Estep 
Score: -98572496.000000 Penalty: 16247.373047
	Iteration 2Q: 3 clusters Score -9.85725e+07 nChanged 14238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272891 members 
Mstep: Class 2 contains 302705 members 
Entering Unmasked Estep 
Score: -98575288.000000 Penalty: 16247.373047
	Iteration 3Q: 3 clusters Score -9.857529e+07 nChanged 15919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264276 members 
Mstep: Class 2 contains 311320 members 
Entering Unmasked Estep 
Score: -98579296.000000 Penalty: 16247.373047
	Iteration 4Q: 3 clusters Score -9.85793e+07 nChanged 18651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251055 members 
Mstep: Class 2 contains 324541 members 
Entering Unmasked Estep 
Score: -98585144.000000 Penalty: 16247.373047
	Iteration 5Q: 3 clusters Score -9.858514e+07 nChanged 23737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230980 members 
Mstep: Class 2 contains 344616 members 
Entering Unmasked Estep 
Score: -98594256.000000 Penalty: 16247.373047
	Iteration 6Q: 3 clusters Score -9.859426e+07 nChanged 31514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201632 members 
Mstep: Class 2 contains 373964 members 
Entering Unmasked Estep 
Score: -98610528.000000 Penalty: 16247.373047
	Iteration 7F: 3 clusters Score -9.861053e+07 nChanged 41259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161273 members 
Mstep: Class 2 contains 414323 members 
Entering Unmasked Estep 
Score: -98638632.000000 Penalty: 16247.373047
	Iteration 8F: 3 clusters Score -9.863863e+07 nChanged 49376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112165 members 
Mstep: Class 2 contains 463431 members 
Entering Unmasked Estep 
Score: -98674616.000000 Penalty: 16247.373047
	Iteration 9F: 3 clusters Score -9.867462e+07 nChanged 47940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64305 members 
Mstep: Class 2 contains 511291 members 
Entering Unmasked Estep 
Score: -98701120.000000 Penalty: 16247.373047
	Iteration 10F: 3 clusters Score -9.870112e+07 nChanged 33741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30596 members 
Mstep: Class 2 contains 545000 members 
Entering Unmasked Estep 
Score: -98715816.000000 Penalty: 16247.373047
	Iteration 11F: 3 clusters Score -9.871582e+07 nChanged 17525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 562521 members 
Entering Unmasked Estep 
Score: -98722800.000000 Penalty: 16247.373047
	Iteration 12Q: 3 clusters Score -9.87228e+07 nChanged 7243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 569756 members 
Entering Unmasked Estep 
Score: -98725048.000000 Penalty: 16247.373047
	Iteration 13Q: 3 clusters Score -9.872505e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 572438 members 
Entering Unmasked Estep 
Score: -98726856.000000 Penalty: 16247.373047
	Iteration 14Q: 3 clusters Score -9.872686e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 573478 members 
Entering Unmasked Estep 
Score: -98727496.000000 Penalty: 16247.373047
	Iteration 15Q: 3 clusters Score -9.87275e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 573896 members 
Entering Unmasked Estep 
Score: -98727680.000000 Penalty: 16247.373047
	Iteration 16Q: 3 clusters Score -9.872768e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 574093 members 
Entering Unmasked Estep 
Score: -98727880.000000 Penalty: 16247.373047
	Iteration 17Q: 3 clusters Score -9.872788e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 574196 members 
Entering Unmasked Estep 
Score: -98728032.000000 Penalty: 16247.373047
	Iteration 18Q: 3 clusters Score -9.872803e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 574251 members 
Entering Unmasked Estep 
Score: -98728112.000000 Penalty: 16247.373047
	Iteration 19Q: 3 clusters Score -9.872811e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 574293 members 
Entering Unmasked Estep 
Score: -98728096.000000 Penalty: 16247.373047
	Iteration 20F: 3 clusters Score -9.87281e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 574322 members 
Entering Unmasked Estep 
Score: -98728224.000000 Penalty: 16247.373047
	Iteration 21Q: 3 clusters Score -9.872822e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 574355 members 
Entering Unmasked Estep 
Score: -98728264.000000 Penalty: 16247.373047
	Iteration 22Q: 3 clusters Score -9.872826e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 574365 members 
Entering Unmasked Estep 
Score: -98728360.000000 Penalty: 16247.373047
	Iteration 23Q: 3 clusters Score -9.872836e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 574383 members 
Entering Unmasked Estep 
Score: -98728400.000000 Penalty: 16247.373047
	Iteration 24Q: 3 clusters Score -9.87284e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 574406 members 
Entering Unmasked Estep 
Score: -98728344.000000 Penalty: 16247.373047
	Iteration 25Q: 3 clusters Score -9.872834e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 574417 members 
Entering Unmasked Estep 
Score: -98728400.000000 Penalty: 16247.373047
	Iteration 26Q: 3 clusters Score -9.87284e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 574422 members 
Entering Unmasked Estep 
Score: -98728400.000000 Penalty: 16247.373047
	Iteration 27Q: 3 clusters Score -9.87284e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 574429 members 
Entering Unmasked Estep 
Score: -98728392.000000 Penalty: 16247.373047
	Iteration 28Q: 3 clusters Score -9.872839e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 574435 members 
Entering Unmasked Estep 
Score: -98728432.000000 Penalty: 16247.373047
	Iteration 29Q: 3 clusters Score -9.872843e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 574441 members 
Entering Unmasked Estep 
Score: -98728456.000000 Penalty: 16247.373047
	Iteration 30Q: 3 clusters Score -9.872846e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 574447 members 
Entering Unmasked Estep 
Score: -98728480.000000 Penalty: 16247.373047
	Iteration 31Q: 3 clusters Score -9.872848e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 574447 members 
Entering Unmasked Estep 
Score: -98728400.000000 Penalty: 16247.373047
	Iteration 32Q: 3 clusters Score -9.87284e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 574445 members 
Entering Unmasked Estep 
Score: -98728408.000000 Penalty: 16247.373047
	Iteration 33Q: 3 clusters Score -9.872841e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 574439 members 
Entering Unmasked Estep 
Score: -98728464.000000 Penalty: 16247.373047
	Iteration 34Q: 3 clusters Score -9.872846e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 574440 members 
Entering Unmasked Estep 
Score: -98728480.000000 Penalty: 16247.373047
	Iteration 35Q: 3 clusters Score -9.872848e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 574441 members 
Entering Unmasked Estep 
Score: -98728488.000000 Penalty: 16247.373047
	Iteration 36Q: 3 clusters Score -9.872849e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 574445 members 
Entering Unmasked Estep 
Score: -98728448.000000 Penalty: 16247.373047
	Iteration 37Q: 3 clusters Score -9.872845e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 574447 members 
Entering Unmasked Estep 
Score: -98728512.000000 Penalty: 16247.373047
	Iteration 38Q: 3 clusters Score -9.872851e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 574450 members 
Entering Unmasked Estep 
Score: -98728528.000000 Penalty: 16247.373047
	Iteration 39Q: 3 clusters Score -9.872853e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 574451 members 
Entering Unmasked Estep 
Score: -98728528.000000 Penalty: 16247.373047
	Iteration 40F: 3 clusters Score -9.872853e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 574450 members 
Entering Unmasked Estep 
Score: -98728552.000000 Penalty: 16247.373047
	Iteration 41Q: 3 clusters Score -9.872855e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 574452 members 
Entering Unmasked Estep 
Score: -98728560.000000 Penalty: 16247.373047
	Iteration 42Q: 3 clusters Score -9.872856e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 574454 members 
Entering Unmasked Estep 
Score: -98728496.000000 Penalty: 16247.373047
	Iteration 43Q: 3 clusters Score -9.87285e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 574456 members 
Entering Unmasked Estep 
Score: -98728536.000000 Penalty: 16247.373047
	Iteration 44Q: 3 clusters Score -9.872854e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 574462 members 
Entering Unmasked Estep 
Score: -98728544.000000 Penalty: 16247.373047
	Iteration 45Q: 3 clusters Score -9.872854e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 574466 members 
Entering Unmasked Estep 
Score: -98728584.000000 Penalty: 16247.373047
	Iteration 46Q: 3 clusters Score -9.872858e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 574474 members 
Entering Unmasked Estep 
Score: -98728584.000000 Penalty: 16247.373047
	Iteration 47Q: 3 clusters Score -9.872858e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 574473 members 
Entering Unmasked Estep 
Score: -98728560.000000 Penalty: 16247.373047
	Iteration 48Q: 3 clusters Score -9.872856e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 574472 members 
Entering Unmasked Estep 
Score: -98728560.000000 Penalty: 16247.373047
	Iteration 49Q: 3 clusters Score -9.872856e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 574471 members 
Entering Unmasked Estep 
Score: -98728568.000000 Penalty: 16247.373047
	Iteration 50Q: 3 clusters Score -9.872857e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 574478 members 
Entering Unmasked Estep 
Score: -98728624.000000 Penalty: 16247.373047
	Iteration 51Q: 3 clusters Score -9.872862e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 574484 members 
Entering Unmasked Estep 
Score: -98728664.000000 Penalty: 16247.373047
	Iteration 52Q: 3 clusters Score -9.872866e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 574487 members 
Entering Unmasked Estep 
Score: -98728704.000000 Penalty: 16247.373047
	Iteration 53Q: 3 clusters Score -9.87287e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 574486 members 
Entering Unmasked Estep 
Score: -98728720.000000 Penalty: 16247.373047
	Iteration 54Q: 3 clusters Score -9.872872e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 574487 members 
Entering Unmasked Estep 
Score: -98728704.000000 Penalty: 16247.373047
	Iteration 55Q: 3 clusters Score -9.87287e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 574486 members 
Entering Unmasked Estep 
Score: -98728672.000000 Penalty: 16247.373047
	Iteration 56Q: 3 clusters Score -9.872867e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 574486 members 
Entering Unmasked Estep 
Score: -98728736.000000 Penalty: 16247.373047
	Iteration 57Q: 3 clusters Score -9.872874e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 574487 members 
Entering Unmasked Estep 
Score: -98728712.000000 Penalty: 16247.373047
	Iteration 58Q: 3 clusters Score -9.872871e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 574486 members 
Entering Unmasked Estep 
Score: -98728688.000000 Penalty: 16247.373047
	Iteration 59Q: 3 clusters Score -9.872869e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 574487 members 
Entering Unmasked Estep 
Score: -98728720.000000 Penalty: 16247.373047
	Iteration 60F: 3 clusters Score -9.872872e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 574490 members 
Entering Unmasked Estep 
Score: -98728664.000000 Penalty: 16247.373047
	Iteration 61Q: 3 clusters Score -9.872866e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 574491 members 
Entering Unmasked Estep 
Score: -98728680.000000 Penalty: 16247.373047
	Iteration 62Q: 3 clusters Score -9.872868e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 574492 members 
Entering Unmasked Estep 
Score: -98728696.000000 Penalty: 16247.373047
	Iteration 63Q: 3 clusters Score -9.87287e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 574495 members 
Entering Unmasked Estep 
Score: -98728704.000000 Penalty: 16247.373047
	Iteration 64Q: 3 clusters Score -9.87287e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 574494 members 
Entering Unmasked Estep 
Score: -98728720.000000 Penalty: 16247.373047
	Iteration 65Q: 3 clusters Score -9.872872e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 574492 members 
Entering Unmasked Estep 
Score: -98728720.000000 Penalty: 16247.373047
	Iteration 66Q: 3 clusters Score -9.872872e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 574492 members 
Entering Unmasked Estep 
Score: -98728760.000000 Penalty: 16247.373047
	Iteration 67Q: 3 clusters Score -9.872876e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 574492 members 
Entering Unmasked Estep 
Score: -98728760.000000 Penalty: 16247.373047
	Iteration 68Q: 3 clusters Score -9.872876e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 574488 members 
Entering Unmasked Estep 
Score: -98728680.000000 Penalty: 16247.373047
	Iteration 69Q: 3 clusters Score -9.872868e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 574486 members 
Entering Unmasked Estep 
Score: -98728712.000000 Penalty: 16247.373047
	Iteration 70Q: 3 clusters Score -9.872871e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 574486 members 
Entering Unmasked Estep 
Score: -98728704.000000 Penalty: 16247.373047
	Iteration 71Q: 3 clusters Score -9.87287e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 574483 members 
Entering Unmasked Estep 
Score: -98728736.000000 Penalty: 16247.373047
	Iteration 72Q: 3 clusters Score -9.872874e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 574482 members 
Entering Unmasked Estep 
Score: -98728688.000000 Penalty: 16247.373047
	Iteration 73Q: 3 clusters Score -9.872869e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 574483 members 
Entering Unmasked Estep 
Score: -98728696.000000 Penalty: 16247.373047
	Iteration 74Q: 3 clusters Score -9.87287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 574484 members 
Entering Unmasked Estep 
Score: -98728720.000000 Penalty: 16247.373047
	Iteration 75Q: 3 clusters Score -9.872872e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 574485 members 
Entering Unmasked Estep 
Score: -98728704.000000 Penalty: 16247.373047
	Iteration 76Q: 3 clusters Score -9.87287e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 574485 members 
Entering Unmasked Estep 
Score: -98728704.000000 Penalty: 16247.373047
	Iteration 77F: 3 clusters Score -9.87287e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (96966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96966 members 
Entering Unmasked Estep 
Score: -16373446.000000 Penalty: 7032.795898
	Iteration 0F: 2 clusters Score -1.637345e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48279 members 
Mstep: Class 2 contains 48687 members 
Entering Unmasked Estep 
Score: -16307317.000000 Penalty: 14065.591797
	Iteration 0F: 3 clusters Score -1.630732e+07 nChanged 44009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47004 members 
Mstep: Class 2 contains 49962 members 
Entering Unmasked Estep 
Score: -16331116.000000 Penalty: 14065.591797
	Iteration 1F: 3 clusters Score -1.633112e+07 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46107 members 
Mstep: Class 2 contains 50859 members 
Entering Unmasked Estep 
Score: -16332152.000000 Penalty: 14065.591797
	Iteration 2Q: 3 clusters Score -1.633215e+07 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44868 members 
Mstep: Class 2 contains 52098 members 
Entering Unmasked Estep 
Score: -16333074.000000 Penalty: 14065.591797
	Iteration 3Q: 3 clusters Score -1.633307e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43062 members 
Mstep: Class 2 contains 53904 members 
Entering Unmasked Estep 
Score: -16334005.000000 Penalty: 14065.591797
	Iteration 4Q: 3 clusters Score -1.6334e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40503 members 
Mstep: Class 2 contains 56463 members 
Entering Unmasked Estep 
Score: -16335338.000000 Penalty: 14065.591797
	Iteration 5Q: 3 clusters Score -1.633534e+07 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36876 members 
Mstep: Class 2 contains 60090 members 
Entering Unmasked Estep 
Score: -16337006.000000 Penalty: 14065.591797
	Iteration 6Q: 3 clusters Score -1.633701e+07 nChanged 5300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31852 members 
Mstep: Class 2 contains 65114 members 
Entering Unmasked Estep 
Score: -16339934.000000 Penalty: 14065.591797
	Iteration 7F: 3 clusters Score -1.633993e+07 nChanged 6699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 71675 members 
Entering Unmasked Estep 
Score: -16344711.000000 Penalty: 14065.591797
	Iteration 8F: 3 clusters Score -1.634471e+07 nChanged 7633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 79190 members 
Entering Unmasked Estep 
Score: -16351367.000000 Penalty: 14065.591797
	Iteration 9F: 3 clusters Score -1.635137e+07 nChanged 7306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 86400 members 
Entering Unmasked Estep 
Score: -16358424.000000 Penalty: 14065.591797
	Iteration 10F: 3 clusters Score -1.635842e+07 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 91442 members 
Entering Unmasked Estep 
Score: -16363504.000000 Penalty: 14065.591797
	Iteration 11F: 3 clusters Score -1.63635e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 94023 members 
Entering Unmasked Estep 
Score: -16365949.000000 Penalty: 14065.591797
	Iteration 12Q: 3 clusters Score -1.636595e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 95113 members 
Entering Unmasked Estep 
Score: -16367115.000000 Penalty: 14065.591797
	Iteration 13Q: 3 clusters Score -1.636712e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 95539 members 
Entering Unmasked Estep 
Score: -16367487.000000 Penalty: 14065.591797
	Iteration 14Q: 3 clusters Score -1.636749e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 95704 members 
Entering Unmasked Estep 
Score: -16367720.000000 Penalty: 14065.591797
	Iteration 15Q: 3 clusters Score -1.636772e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 95801 members 
Entering Unmasked Estep 
Score: -16367843.000000 Penalty: 14065.591797
	Iteration 16Q: 3 clusters Score -1.636784e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 95849 members 
Entering Unmasked Estep 
Score: -16367924.000000 Penalty: 14065.591797
	Iteration 17Q: 3 clusters Score -1.636792e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 95875 members 
Entering Unmasked Estep 
Score: -16367972.000000 Penalty: 14065.591797
	Iteration 18Q: 3 clusters Score -1.636797e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 95907 members 
Entering Unmasked Estep 
Score: -16368006.000000 Penalty: 14065.591797
	Iteration 19Q: 3 clusters Score -1.636801e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 95922 members 
Entering Unmasked Estep 
Score: -16368008.000000 Penalty: 14065.591797
	Iteration 20F: 3 clusters Score -1.636801e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 95928 members 
Entering Unmasked Estep 
Score: -16368012.000000 Penalty: 14065.591797
	Iteration 21Q: 3 clusters Score -1.636801e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 95937 members 
Entering Unmasked Estep 
Score: -16368017.000000 Penalty: 14065.591797
	Iteration 22Q: 3 clusters Score -1.636802e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 95943 members 
Entering Unmasked Estep 
Score: -16368036.000000 Penalty: 14065.591797
	Iteration 23Q: 3 clusters Score -1.636804e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 95941 members 
Entering Unmasked Estep 
Score: -16368035.000000 Penalty: 14065.591797
	Iteration 24Q: 3 clusters Score -1.636804e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 95941 members 
Entering Unmasked Estep 
Score: -16368029.000000 Penalty: 14065.591797
	Iteration 25Q: 3 clusters Score -1.636803e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 95941 members 
Entering Unmasked Estep 
Score: -16368035.000000 Penalty: 14065.591797
	Iteration 26Q: 3 clusters Score -1.636804e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 95942 members 
Entering Unmasked Estep 
Score: -16368043.000000 Penalty: 14065.591797
	Iteration 27Q: 3 clusters Score -1.636804e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 95946 members 
Entering Unmasked Estep 
Score: -16368031.000000 Penalty: 14065.591797
	Iteration 28Q: 3 clusters Score -1.636803e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 95948 members 
Entering Unmasked Estep 
Score: -16368038.000000 Penalty: 14065.591797
	Iteration 29Q: 3 clusters Score -1.636804e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 95951 members 
Entering Unmasked Estep 
Score: -16368043.000000 Penalty: 14065.591797
	Iteration 30Q: 3 clusters Score -1.636804e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 95953 members 
Entering Unmasked Estep 
Score: -16368041.000000 Penalty: 14065.591797
	Iteration 31Q: 3 clusters Score -1.636804e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 95954 members 
Entering Unmasked Estep 
Score: -16368047.000000 Penalty: 14065.591797
	Iteration 32Q: 3 clusters Score -1.636805e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 95955 members 
Entering Unmasked Estep 
Score: -16368047.000000 Penalty: 14065.591797
	Iteration 33Q: 3 clusters Score -1.636805e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 95954 members 
Entering Unmasked Estep 
Score: -16368037.000000 Penalty: 14065.591797
	Iteration 34Q: 3 clusters Score -1.636804e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 95954 members 
Entering Unmasked Estep 
Score: -16368037.000000 Penalty: 14065.591797
	Iteration 35F: 3 clusters Score -1.636804e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Entering Unmasked Estep 
Score: -3557687.750000 Penalty: 6074.583008
	Iteration 0F: 2 clusters Score -3557688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -3541092.250000 Penalty: 12149.166016
	Iteration 0F: 3 clusters Score -3541092 nChanged 8146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -3545377.750000 Penalty: 12149.166016
	Iteration 1F: 3 clusters Score -3545378 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -3545980.250000 Penalty: 12149.166016
	Iteration 2F: 3 clusters Score -3545980 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -3546358.500000 Penalty: 12149.166016
	Iteration 3Q: 3 clusters Score -3546358 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -3546631.500000 Penalty: 12149.166016
	Iteration 4Q: 3 clusters Score -3546632 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -3546851.000000 Penalty: 12149.166016
	Iteration 5Q: 3 clusters Score -3546851 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -3547030.750000 Penalty: 12149.166016
	Iteration 6Q: 3 clusters Score -3547031 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -3547208.500000 Penalty: 12149.166016
	Iteration 7Q: 3 clusters Score -3547208 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -3547346.500000 Penalty: 12149.166016
	Iteration 8Q: 3 clusters Score -3547346 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -3547490.500000 Penalty: 12149.166016
	Iteration 9Q: 3 clusters Score -3547490 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -3547618.250000 Penalty: 12149.166016
	Iteration 10Q: 3 clusters Score -3547618 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -3547756.250000 Penalty: 12149.166016
	Iteration 11Q: 3 clusters Score -3547756 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -3547889.250000 Penalty: 12149.166016
	Iteration 12Q: 3 clusters Score -3547889 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -3548028.250000 Penalty: 12149.166016
	Iteration 13Q: 3 clusters Score -3548028 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -3548174.000000 Penalty: 12149.166016
	Iteration 14Q: 3 clusters Score -3548174 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -3548335.500000 Penalty: 12149.166016
	Iteration 15Q: 3 clusters Score -3548336 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -3548495.250000 Penalty: 12149.166016
	Iteration 16Q: 3 clusters Score -3548495 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -3548637.000000 Penalty: 12149.166016
	Iteration 17Q: 3 clusters Score -3548637 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -3548787.000000 Penalty: 12149.166016
	Iteration 18Q: 3 clusters Score -3548787 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -3548949.250000 Penalty: 12149.166016
	Iteration 19Q: 3 clusters Score -3548949 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -3549102.250000 Penalty: 12149.166016
	Iteration 20F: 3 clusters Score -3549102 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -3549257.500000 Penalty: 12149.166016
	Iteration 21Q: 3 clusters Score -3549258 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -3549368.500000 Penalty: 12149.166016
	Iteration 22Q: 3 clusters Score -3549368 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -3549477.000000 Penalty: 12149.166016
	Iteration 23Q: 3 clusters Score -3549477 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -3549601.000000 Penalty: 12149.166016
	Iteration 24Q: 3 clusters Score -3549601 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -3549715.500000 Penalty: 12149.166016
	Iteration 25Q: 3 clusters Score -3549716 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -3549827.750000 Penalty: 12149.166016
	Iteration 26Q: 3 clusters Score -3549828 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -3549991.000000 Penalty: 12149.166016
	Iteration 27Q: 3 clusters Score -3549991 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -3550165.000000 Penalty: 12149.166016
	Iteration 28Q: 3 clusters Score -3550165 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -3550338.250000 Penalty: 12149.166016
	Iteration 29Q: 3 clusters Score -3550338 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -3550472.000000 Penalty: 12149.166016
	Iteration 30Q: 3 clusters Score -3550472 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -3550624.500000 Penalty: 12149.166016
	Iteration 31Q: 3 clusters Score -3550624 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -3550746.750000 Penalty: 12149.166016
	Iteration 32Q: 3 clusters Score -3550747 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -3550877.500000 Penalty: 12149.166016
	Iteration 33Q: 3 clusters Score -3550878 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -3551019.000000 Penalty: 12149.166016
	Iteration 34Q: 3 clusters Score -3551019 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -3551142.500000 Penalty: 12149.166016
	Iteration 35Q: 3 clusters Score -3551142 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -3551256.750000 Penalty: 12149.166016
	Iteration 36Q: 3 clusters Score -3551257 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -3551392.000000 Penalty: 12149.166016
	Iteration 37Q: 3 clusters Score -3551392 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -3551495.500000 Penalty: 12149.166016
	Iteration 38Q: 3 clusters Score -3551496 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -3551601.250000 Penalty: 12149.166016
	Iteration 39Q: 3 clusters Score -3551601 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -3551704.250000 Penalty: 12149.166016
	Iteration 40F: 3 clusters Score -3551704 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -3551803.750000 Penalty: 12149.166016
	Iteration 41Q: 3 clusters Score -3551804 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -3551889.500000 Penalty: 12149.166016
	Iteration 42Q: 3 clusters Score -3551890 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -3551968.750000 Penalty: 12149.166016
	Iteration 43Q: 3 clusters Score -3551969 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -3552019.500000 Penalty: 12149.166016
	Iteration 44Q: 3 clusters Score -3552020 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -3552069.500000 Penalty: 12149.166016
	Iteration 45Q: 3 clusters Score -3552070 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -3552095.750000 Penalty: 12149.166016
	Iteration 46Q: 3 clusters Score -3552096 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -3552127.500000 Penalty: 12149.166016
	Iteration 47Q: 3 clusters Score -3552128 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -3552147.750000 Penalty: 12149.166016
	Iteration 48Q: 3 clusters Score -3552148 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -3552176.500000 Penalty: 12149.166016
	Iteration 49Q: 3 clusters Score -3552176 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -3552218.750000 Penalty: 12149.166016
	Iteration 50Q: 3 clusters Score -3552219 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -3552245.500000 Penalty: 12149.166016
	Iteration 51Q: 3 clusters Score -3552246 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -3552258.750000 Penalty: 12149.166016
	Iteration 52Q: 3 clusters Score -3552259 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -3552281.000000 Penalty: 12149.166016
	Iteration 53Q: 3 clusters Score -3552281 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -3552309.750000 Penalty: 12149.166016
	Iteration 54Q: 3 clusters Score -3552310 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -3552326.750000 Penalty: 12149.166016
	Iteration 55Q: 3 clusters Score -3552327 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -3552337.250000 Penalty: 12149.166016
	Iteration 56Q: 3 clusters Score -3552337 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -3552349.250000 Penalty: 12149.166016
	Iteration 57Q: 3 clusters Score -3552349 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -3552354.000000 Penalty: 12149.166016
	Iteration 58Q: 3 clusters Score -3552354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -3552367.750000 Penalty: 12149.166016
	Iteration 59Q: 3 clusters Score -3552368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -3552376.000000 Penalty: 12149.166016
	Iteration 60F: 3 clusters Score -3552376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -3552382.500000 Penalty: 12149.166016
	Iteration 61Q: 3 clusters Score -3552382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -3552386.500000 Penalty: 12149.166016
	Iteration 62Q: 3 clusters Score -3552386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -3552384.000000 Penalty: 12149.166016
	Iteration 63Q: 3 clusters Score -3552384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -3552395.000000 Penalty: 12149.166016
	Iteration 64Q: 3 clusters Score -3552395 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -3552403.500000 Penalty: 12149.166016
	Iteration 65Q: 3 clusters Score -3552404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -3552406.500000 Penalty: 12149.166016
	Iteration 66Q: 3 clusters Score -3552406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -3552419.000000 Penalty: 12149.166016
	Iteration 67Q: 3 clusters Score -3552419 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -3552423.000000 Penalty: 12149.166016
	Iteration 68Q: 3 clusters Score -3552423 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -3552432.250000 Penalty: 12149.166016
	Iteration 69Q: 3 clusters Score -3552432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -3552434.500000 Penalty: 12149.166016
	Iteration 70Q: 3 clusters Score -3552434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -3552439.000000 Penalty: 12149.166016
	Iteration 71Q: 3 clusters Score -3552439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -3552438.750000 Penalty: 12149.166016
	Iteration 72Q: 3 clusters Score -3552439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -3552437.000000 Penalty: 12149.166016
	Iteration 73Q: 3 clusters Score -3552437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -3552437.000000 Penalty: 12149.166016
	Iteration 74F: 3 clusters Score -3552437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Entering Unmasked Estep 
Score: -300039.906250 Penalty: 4627.351074
	Iteration 0F: 2 clusters Score -300039.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -295281.812500 Penalty: 9254.702148
	Iteration 0F: 3 clusters Score -295281.8 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -296028.156250 Penalty: 9254.702148
	Iteration 1F: 3 clusters Score -296028.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -296467.218750 Penalty: 9254.702148
	Iteration 2F: 3 clusters Score -296467.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -296765.843750 Penalty: 9254.702148
	Iteration 3F: 3 clusters Score -296765.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -296936.656250 Penalty: 9254.702148
	Iteration 4Q: 3 clusters Score -296936.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -297021.718750 Penalty: 9254.702148
	Iteration 5Q: 3 clusters Score -297021.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -297141.187500 Penalty: 9254.702148
	Iteration 6Q: 3 clusters Score -297141.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -297253.593750 Penalty: 9254.702148
	Iteration 7Q: 3 clusters Score -297253.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -297397.812500 Penalty: 9254.702148
	Iteration 8Q: 3 clusters Score -297397.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -297540.687500 Penalty: 9254.702148
	Iteration 9Q: 3 clusters Score -297540.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -297675.187500 Penalty: 9254.702148
	Iteration 10Q: 3 clusters Score -297675.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -297856.343750 Penalty: 9254.702148
	Iteration 11Q: 3 clusters Score -297856.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -298214.000000 Penalty: 9254.702148
	Iteration 12Q: 3 clusters Score -298214 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -298819.125000 Penalty: 9254.702148
	Iteration 13F: 3 clusters Score -298819.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -299728.406250 Penalty: 9254.702148
	Iteration 14F: 3 clusters Score -299728.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -300349.906250 Penalty: 9254.702148
	Iteration 15F: 3 clusters Score -300349.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -300661.031250 Penalty: 9254.702148
	Iteration 16Q: 3 clusters Score -300661 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -300742.562500 Penalty: 9254.702148
	Iteration 17Q: 3 clusters Score -300742.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -300812.656250 Penalty: 9254.702148
	Iteration 18Q: 3 clusters Score -300812.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -300829.937500 Penalty: 9254.702148
	Iteration 19Q: 3 clusters Score -300829.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -300835.812500 Penalty: 9254.702148
	Iteration 20F: 3 clusters Score -300835.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -300837.281250 Penalty: 9254.702148
	Iteration 21Q: 3 clusters Score -300837.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -300838.593750 Penalty: 9254.702148
	Iteration 22Q: 3 clusters Score -300838.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -300839.375000 Penalty: 9254.702148
	Iteration 23Q: 3 clusters Score -300839.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -300839.375000 Penalty: 9254.702148
	Iteration 24F: 3 clusters Score -300839.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 11879 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50573 members 
Mstep: Class 5 contains 131829 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33054 members 
Mstep: Class 9 contains 24684 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22777 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38618 members 
Mstep: Class 15 contains 350426 members 
Mstep: Class 16 contains 575596 members 
Mstep: Class 17 contains 96966 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 20286 members 
Mstep: Class 21 contains 1053 members 
Entering Unmasked Estep 
Score: -233307488.000000 Penalty: 173134.625000
Splitting cluster 21 changes total score from -233311552.000000 to -233307488.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 11879 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50573 members 
Mstep: Class 5 contains 131829 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33054 members 
Mstep: Class 9 contains 24684 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22777 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38618 members 
Mstep: Class 15 contains 350426 members 
Mstep: Class 16 contains 575596 members 
Mstep: Class 17 contains 96966 members 
Mstep: Class 19 contains 20286 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311520.000000 Penalty: 164477.890625
Iteration 159Q: 20 clusters Score -2.333115e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 11878 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50574 members 
Mstep: Class 5 contains 131826 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33052 members 
Mstep: Class 9 contains 24685 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22777 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38618 members 
Mstep: Class 15 contains 350428 members 
Mstep: Class 16 contains 575597 members 
Mstep: Class 17 contains 96966 members 
Mstep: Class 19 contains 20287 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311568.000000 Penalty: 164477.890625
Iteration 160F: 20 clusters Score -2.333116e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 11877 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50574 members 
Mstep: Class 5 contains 131827 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33052 members 
Mstep: Class 9 contains 24685 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22777 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38618 members 
Mstep: Class 15 contains 350429 members 
Mstep: Class 16 contains 575596 members 
Mstep: Class 17 contains 96964 members 
Mstep: Class 19 contains 20289 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311664.000000 Penalty: 164477.890625
Iteration 161Q: 20 clusters Score -2.333117e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 11876 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50574 members 
Mstep: Class 5 contains 131826 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33054 members 
Mstep: Class 9 contains 24685 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22777 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38618 members 
Mstep: Class 15 contains 350431 members 
Mstep: Class 16 contains 575597 members 
Mstep: Class 17 contains 96961 members 
Mstep: Class 19 contains 20289 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311824.000000 Penalty: 164477.890625
Iteration 162Q: 20 clusters Score -2.333118e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 11876 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50574 members 
Mstep: Class 5 contains 131825 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33054 members 
Mstep: Class 9 contains 24685 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22777 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38618 members 
Mstep: Class 15 contains 350435 members 
Mstep: Class 16 contains 575596 members 
Mstep: Class 17 contains 96959 members 
Mstep: Class 19 contains 20289 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311808.000000 Penalty: 164477.890625
Iteration 163Q: 20 clusters Score -2.333118e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 11876 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50574 members 
Mstep: Class 5 contains 131823 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33055 members 
Mstep: Class 9 contains 24685 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22777 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38618 members 
Mstep: Class 15 contains 350438 members 
Mstep: Class 16 contains 575594 members 
Mstep: Class 17 contains 96959 members 
Mstep: Class 19 contains 20289 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311776.000000 Penalty: 164477.890625
Iteration 164Q: 20 clusters Score -2.333118e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 11876 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50574 members 
Mstep: Class 5 contains 131827 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33049 members 
Mstep: Class 9 contains 24685 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22777 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38619 members 
Mstep: Class 15 contains 350439 members 
Mstep: Class 16 contains 575593 members 
Mstep: Class 17 contains 96960 members 
Mstep: Class 19 contains 20289 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311824.000000 Penalty: 164477.890625
Iteration 165Q: 20 clusters Score -2.333118e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 11876 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50574 members 
Mstep: Class 5 contains 131827 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33050 members 
Mstep: Class 9 contains 24685 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22776 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38620 members 
Mstep: Class 15 contains 350434 members 
Mstep: Class 16 contains 575597 members 
Mstep: Class 17 contains 96960 members 
Mstep: Class 19 contains 20289 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311840.000000 Penalty: 164477.890625
Iteration 166Q: 20 clusters Score -2.333118e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 11876 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50574 members 
Mstep: Class 5 contains 131827 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33050 members 
Mstep: Class 9 contains 24685 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22776 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38620 members 
Mstep: Class 15 contains 350436 members 
Mstep: Class 16 contains 575595 members 
Mstep: Class 17 contains 96960 members 
Mstep: Class 19 contains 20289 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311824.000000 Penalty: 164477.890625
Iteration 167Q: 20 clusters Score -2.333118e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 11876 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50574 members 
Mstep: Class 5 contains 131825 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33050 members 
Mstep: Class 9 contains 24685 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22776 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38620 members 
Mstep: Class 15 contains 350440 members 
Mstep: Class 16 contains 575593 members 
Mstep: Class 17 contains 96960 members 
Mstep: Class 19 contains 20289 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311792.000000 Penalty: 164477.890625
Iteration 168Q: 20 clusters Score -2.333118e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 11876 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50574 members 
Mstep: Class 5 contains 131825 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33050 members 
Mstep: Class 9 contains 24685 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22776 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38620 members 
Mstep: Class 15 contains 350440 members 
Mstep: Class 16 contains 575593 members 
Mstep: Class 17 contains 96960 members 
Mstep: Class 19 contains 20289 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311792.000000 Penalty: 164477.890625
Iteration 169Q: 20 clusters Score -2.333118e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 11876 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50574 members 
Mstep: Class 5 contains 131825 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33050 members 
Mstep: Class 9 contains 24685 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22776 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38620 members 
Mstep: Class 15 contains 350445 members 
Mstep: Class 16 contains 575588 members 
Mstep: Class 17 contains 96960 members 
Mstep: Class 19 contains 20289 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311760.000000 Penalty: 164477.890625
Iteration 170Q: 20 clusters Score -2.333118e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 11876 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50574 members 
Mstep: Class 5 contains 131825 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33050 members 
Mstep: Class 9 contains 24685 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22776 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38620 members 
Mstep: Class 15 contains 350449 members 
Mstep: Class 16 contains 575585 members 
Mstep: Class 17 contains 96959 members 
Mstep: Class 19 contains 20289 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311728.000000 Penalty: 164477.890625
Iteration 171Q: 20 clusters Score -2.333117e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 11876 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50574 members 
Mstep: Class 5 contains 131824 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33050 members 
Mstep: Class 9 contains 24685 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22776 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38620 members 
Mstep: Class 15 contains 350455 members 
Mstep: Class 16 contains 575580 members 
Mstep: Class 17 contains 96959 members 
Mstep: Class 19 contains 20289 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311936.000000 Penalty: 164477.890625
Iteration 172Q: 20 clusters Score -2.333119e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 11876 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50574 members 
Mstep: Class 5 contains 131822 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33050 members 
Mstep: Class 9 contains 24686 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22776 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38619 members 
Mstep: Class 15 contains 350457 members 
Mstep: Class 16 contains 575580 members 
Mstep: Class 17 contains 96959 members 
Mstep: Class 19 contains 20289 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311936.000000 Penalty: 164477.890625
Iteration 173Q: 20 clusters Score -2.333119e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 11876 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50574 members 
Mstep: Class 5 contains 131821 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33050 members 
Mstep: Class 9 contains 24686 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22776 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38618 members 
Mstep: Class 15 contains 350457 members 
Mstep: Class 16 contains 575582 members 
Mstep: Class 17 contains 96959 members 
Mstep: Class 19 contains 20289 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311888.000000 Penalty: 164477.890625
Iteration 174Q: 20 clusters Score -2.333119e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 11876 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50574 members 
Mstep: Class 5 contains 131821 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33050 members 
Mstep: Class 9 contains 24686 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22776 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38618 members 
Mstep: Class 15 contains 350459 members 
Mstep: Class 16 contains 575579 members 
Mstep: Class 17 contains 96959 members 
Mstep: Class 19 contains 20290 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311952.000000 Penalty: 164477.890625
Iteration 175Q: 20 clusters Score -2.33312e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 11876 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50574 members 
Mstep: Class 5 contains 131821 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33050 members 
Mstep: Class 9 contains 24686 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22776 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38618 members 
Mstep: Class 15 contains 350461 members 
Mstep: Class 16 contains 575576 members 
Mstep: Class 17 contains 96959 members 
Mstep: Class 19 contains 20291 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311856.000000 Penalty: 164477.890625
Iteration 176Q: 20 clusters Score -2.333119e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 11876 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50573 members 
Mstep: Class 5 contains 131821 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33050 members 
Mstep: Class 9 contains 24686 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22776 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38618 members 
Mstep: Class 15 contains 350464 members 
Mstep: Class 16 contains 575573 members 
Mstep: Class 17 contains 96959 members 
Mstep: Class 19 contains 20292 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311904.000000 Penalty: 164477.890625
Iteration 177Q: 20 clusters Score -2.333119e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 11876 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50572 members 
Mstep: Class 5 contains 131821 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33050 members 
Mstep: Class 9 contains 24686 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22776 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38618 members 
Mstep: Class 15 contains 350465 members 
Mstep: Class 16 contains 575572 members 
Mstep: Class 17 contains 96959 members 
Mstep: Class 19 contains 20293 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311840.000000 Penalty: 164477.890625
Iteration 178Q: 20 clusters Score -2.333118e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 11876 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50572 members 
Mstep: Class 5 contains 131820 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33050 members 
Mstep: Class 9 contains 24686 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22776 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38618 members 
Mstep: Class 15 contains 350466 members 
Mstep: Class 16 contains 575571 members 
Mstep: Class 17 contains 96959 members 
Mstep: Class 19 contains 20294 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311936.000000 Penalty: 164477.890625
Iteration 179Q: 20 clusters Score -2.333119e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 11876 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50572 members 
Mstep: Class 5 contains 131819 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33050 members 
Mstep: Class 9 contains 24687 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22776 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38618 members 
Mstep: Class 15 contains 350464 members 
Mstep: Class 16 contains 575572 members 
Mstep: Class 17 contains 96959 members 
Mstep: Class 19 contains 20295 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311936.000000 Penalty: 164477.890625
Iteration 180F: 20 clusters Score -2.333119e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 11876 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50572 members 
Mstep: Class 5 contains 131820 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33050 members 
Mstep: Class 9 contains 24687 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22776 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38618 members 
Mstep: Class 15 contains 350464 members 
Mstep: Class 16 contains 575569 members 
Mstep: Class 17 contains 96959 members 
Mstep: Class 19 contains 20297 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311840.000000 Penalty: 164477.890625
Iteration 181Q: 20 clusters Score -2.333118e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 11876 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50572 members 
Mstep: Class 5 contains 131820 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33050 members 
Mstep: Class 9 contains 24687 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22776 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38618 members 
Mstep: Class 15 contains 350459 members 
Mstep: Class 16 contains 575571 members 
Mstep: Class 17 contains 96960 members 
Mstep: Class 19 contains 20299 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311904.000000 Penalty: 164477.890625
Iteration 182Q: 20 clusters Score -2.333119e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 11876 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50572 members 
Mstep: Class 5 contains 131819 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33050 members 
Mstep: Class 9 contains 24687 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22776 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38618 members 
Mstep: Class 15 contains 350460 members 
Mstep: Class 16 contains 575570 members 
Mstep: Class 17 contains 96959 members 
Mstep: Class 19 contains 20301 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311952.000000 Penalty: 164477.890625
Iteration 183Q: 20 clusters Score -2.33312e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 11876 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50572 members 
Mstep: Class 5 contains 131817 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33050 members 
Mstep: Class 9 contains 24687 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22776 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38618 members 
Mstep: Class 15 contains 350461 members 
Mstep: Class 16 contains 575569 members 
Mstep: Class 17 contains 96959 members 
Mstep: Class 19 contains 20303 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311888.000000 Penalty: 164477.890625
Iteration 184Q: 20 clusters Score -2.333119e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 11876 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50572 members 
Mstep: Class 5 contains 131816 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33050 members 
Mstep: Class 9 contains 24686 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22776 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38618 members 
Mstep: Class 15 contains 350460 members 
Mstep: Class 16 contains 575572 members 
Mstep: Class 17 contains 96958 members 
Mstep: Class 19 contains 20304 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311840.000000 Penalty: 164477.890625
Iteration 185Q: 20 clusters Score -2.333118e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 11876 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50572 members 
Mstep: Class 5 contains 131817 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33050 members 
Mstep: Class 9 contains 24687 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22776 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38618 members 
Mstep: Class 15 contains 350457 members 
Mstep: Class 16 contains 575574 members 
Mstep: Class 17 contains 96958 members 
Mstep: Class 19 contains 20303 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311904.000000 Penalty: 164477.890625
Iteration 186Q: 20 clusters Score -2.333119e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 11876 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50572 members 
Mstep: Class 5 contains 131817 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33050 members 
Mstep: Class 9 contains 24688 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22776 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38618 members 
Mstep: Class 15 contains 350455 members 
Mstep: Class 16 contains 575575 members 
Mstep: Class 17 contains 96958 members 
Mstep: Class 19 contains 20303 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311888.000000 Penalty: 164477.890625
Iteration 187Q: 20 clusters Score -2.333119e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 11876 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50572 members 
Mstep: Class 5 contains 131816 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33050 members 
Mstep: Class 9 contains 24690 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22776 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38618 members 
Mstep: Class 15 contains 350457 members 
Mstep: Class 16 contains 575570 members 
Mstep: Class 17 contains 96958 members 
Mstep: Class 19 contains 20305 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311856.000000 Penalty: 164477.890625
Iteration 188Q: 20 clusters Score -2.333119e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 11876 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50572 members 
Mstep: Class 5 contains 131814 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33050 members 
Mstep: Class 9 contains 24692 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22776 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38618 members 
Mstep: Class 15 contains 350454 members 
Mstep: Class 16 contains 575571 members 
Mstep: Class 17 contains 96958 members 
Mstep: Class 19 contains 20307 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311872.000000 Penalty: 164477.890625
Iteration 189Q: 20 clusters Score -2.333119e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 11876 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50572 members 
Mstep: Class 5 contains 131814 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33050 members 
Mstep: Class 9 contains 24692 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22776 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38618 members 
Mstep: Class 15 contains 350454 members 
Mstep: Class 16 contains 575568 members 
Mstep: Class 17 contains 96959 members 
Mstep: Class 19 contains 20309 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311888.000000 Penalty: 164477.890625
Iteration 190Q: 20 clusters Score -2.333119e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 11876 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50572 members 
Mstep: Class 5 contains 131813 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33050 members 
Mstep: Class 9 contains 24692 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22776 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38618 members 
Mstep: Class 15 contains 350456 members 
Mstep: Class 16 contains 575569 members 
Mstep: Class 17 contains 96959 members 
Mstep: Class 19 contains 20308 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311808.000000 Penalty: 164477.890625
Iteration 191Q: 20 clusters Score -2.333118e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 11876 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50572 members 
Mstep: Class 5 contains 131812 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33050 members 
Mstep: Class 9 contains 24692 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22776 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38618 members 
Mstep: Class 15 contains 350458 members 
Mstep: Class 16 contains 575569 members 
Mstep: Class 17 contains 96960 members 
Mstep: Class 19 contains 20307 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311840.000000 Penalty: 164477.890625
Iteration 192Q: 20 clusters Score -2.333118e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 11876 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50572 members 
Mstep: Class 5 contains 131811 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33050 members 
Mstep: Class 9 contains 24692 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22776 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38618 members 
Mstep: Class 15 contains 350461 members 
Mstep: Class 16 contains 575567 members 
Mstep: Class 17 contains 96961 members 
Mstep: Class 19 contains 20307 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311920.000000 Penalty: 164477.890625
Iteration 193Q: 20 clusters Score -2.333119e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 11876 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50572 members 
Mstep: Class 5 contains 131812 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33050 members 
Mstep: Class 9 contains 24692 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22776 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38618 members 
Mstep: Class 15 contains 350461 members 
Mstep: Class 16 contains 575566 members 
Mstep: Class 17 contains 96961 members 
Mstep: Class 19 contains 20307 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311920.000000 Penalty: 164477.890625
Iteration 194Q: 20 clusters Score -2.333119e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 11876 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50572 members 
Mstep: Class 5 contains 131812 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33050 members 
Mstep: Class 9 contains 24692 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22776 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38618 members 
Mstep: Class 15 contains 350464 members 
Mstep: Class 16 contains 575563 members 
Mstep: Class 17 contains 96961 members 
Mstep: Class 19 contains 20307 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311840.000000 Penalty: 164477.890625
Iteration 195Q: 20 clusters Score -2.333118e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 11876 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50572 members 
Mstep: Class 5 contains 131812 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33050 members 
Mstep: Class 9 contains 24692 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22776 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38618 members 
Mstep: Class 15 contains 350466 members 
Mstep: Class 16 contains 575561 members 
Mstep: Class 17 contains 96961 members 
Mstep: Class 19 contains 20307 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311856.000000 Penalty: 164477.890625
Iteration 196Q: 20 clusters Score -2.333119e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 11876 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50572 members 
Mstep: Class 5 contains 131812 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33050 members 
Mstep: Class 9 contains 24692 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22776 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38618 members 
Mstep: Class 15 contains 350467 members 
Mstep: Class 16 contains 575560 members 
Mstep: Class 17 contains 96961 members 
Mstep: Class 19 contains 20307 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311856.000000 Penalty: 164477.890625
Iteration 197Q: 20 clusters Score -2.333119e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 11876 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50572 members 
Mstep: Class 5 contains 131812 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33050 members 
Mstep: Class 9 contains 24692 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22776 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38618 members 
Mstep: Class 15 contains 350468 members 
Mstep: Class 16 contains 575559 members 
Mstep: Class 17 contains 96961 members 
Mstep: Class 19 contains 20307 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311840.000000 Penalty: 164477.890625
Iteration 198Q: 20 clusters Score -2.333118e+08 nChanged 2
Entering ConstructFrom: 
Score: -233311840.000000 Penalty: 164477.890625
Entering ConstructFrom: 
Trying to split cluster 1 (2219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Entering Unmasked Estep 
Score: -381087.187500 Penalty: 4719.197266
	Iteration 0F: 2 clusters Score -381087.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -375843.312500 Penalty: 9438.394531
	Iteration 0F: 3 clusters Score -375843.3 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -376449.843750 Penalty: 9438.394531
	Iteration 1F: 3 clusters Score -376449.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -376644.437500 Penalty: 9438.394531
	Iteration 2F: 3 clusters Score -376644.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -376739.156250 Penalty: 9438.394531
	Iteration 3Q: 3 clusters Score -376739.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -376800.781250 Penalty: 9438.394531
	Iteration 4Q: 3 clusters Score -376800.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -376850.593750 Penalty: 9438.394531
	Iteration 5Q: 3 clusters Score -376850.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -376866.937500 Penalty: 9438.394531
	Iteration 6Q: 3 clusters Score -376866.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -376874.468750 Penalty: 9438.394531
	Iteration 7Q: 3 clusters Score -376874.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -376880.656250 Penalty: 9438.394531
	Iteration 8Q: 3 clusters Score -376880.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -376885.312500 Penalty: 9438.394531
	Iteration 9Q: 3 clusters Score -376885.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -376890.843750 Penalty: 9438.394531
	Iteration 10Q: 3 clusters Score -376890.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -376896.906250 Penalty: 9438.394531
	Iteration 11Q: 3 clusters Score -376896.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -376903.437500 Penalty: 9438.394531
	Iteration 12Q: 3 clusters Score -376903.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -376912.781250 Penalty: 9438.394531
	Iteration 13Q: 3 clusters Score -376912.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -376914.687500 Penalty: 9438.394531
	Iteration 14Q: 3 clusters Score -376914.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -376914.687500 Penalty: 9438.394531
	Iteration 15F: 3 clusters Score -376914.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Entering Unmasked Estep 
Score: -1963078.625000 Penalty: 5746.643066
	Iteration 0F: 2 clusters Score -1963079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1951690.375000 Penalty: 11493.286133
	Iteration 0F: 3 clusters Score -1951690 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1954309.000000 Penalty: 11493.286133
	Iteration 1F: 3 clusters Score -1954309 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1955083.500000 Penalty: 11493.286133
	Iteration 2F: 3 clusters Score -1955084 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1955721.375000 Penalty: 11493.286133
	Iteration 3F: 3 clusters Score -1955721 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1956254.500000 Penalty: 11493.286133
	Iteration 4F: 3 clusters Score -1956254 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1956714.375000 Penalty: 11493.286133
	Iteration 5F: 3 clusters Score -1956714 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1957106.500000 Penalty: 11493.286133
	Iteration 6Q: 3 clusters Score -1957106 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1957428.625000 Penalty: 11493.286133
	Iteration 7Q: 3 clusters Score -1957429 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1957702.750000 Penalty: 11493.286133
	Iteration 8Q: 3 clusters Score -1957703 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1957911.500000 Penalty: 11493.286133
	Iteration 9Q: 3 clusters Score -1957912 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1958092.375000 Penalty: 11493.286133
	Iteration 10Q: 3 clusters Score -1958092 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1958265.500000 Penalty: 11493.286133
	Iteration 11Q: 3 clusters Score -1958266 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1958410.000000 Penalty: 11493.286133
	Iteration 12Q: 3 clusters Score -1958410 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1958541.250000 Penalty: 11493.286133
	Iteration 13Q: 3 clusters Score -1958541 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1958657.750000 Penalty: 11493.286133
	Iteration 14Q: 3 clusters Score -1958658 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1958745.000000 Penalty: 11493.286133
	Iteration 15Q: 3 clusters Score -1958745 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1958815.875000 Penalty: 11493.286133
	Iteration 16Q: 3 clusters Score -1958816 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1958862.875000 Penalty: 11493.286133
	Iteration 17Q: 3 clusters Score -1958863 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1958902.250000 Penalty: 11493.286133
	Iteration 18Q: 3 clusters Score -1958902 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1958925.750000 Penalty: 11493.286133
	Iteration 19Q: 3 clusters Score -1958926 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1958946.375000 Penalty: 11493.286133
	Iteration 20F: 3 clusters Score -1958946 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1958970.375000 Penalty: 11493.286133
	Iteration 21Q: 3 clusters Score -1958970 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1958990.250000 Penalty: 11493.286133
	Iteration 22Q: 3 clusters Score -1958990 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1959002.250000 Penalty: 11493.286133
	Iteration 23Q: 3 clusters Score -1959002 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1959013.375000 Penalty: 11493.286133
	Iteration 24Q: 3 clusters Score -1959013 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1959025.500000 Penalty: 11493.286133
	Iteration 25Q: 3 clusters Score -1959026 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1959034.750000 Penalty: 11493.286133
	Iteration 26Q: 3 clusters Score -1959035 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1959038.500000 Penalty: 11493.286133
	Iteration 27Q: 3 clusters Score -1959038 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1959050.125000 Penalty: 11493.286133
	Iteration 28Q: 3 clusters Score -1959050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1959056.625000 Penalty: 11493.286133
	Iteration 29Q: 3 clusters Score -1959057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1959060.875000 Penalty: 11493.286133
	Iteration 30Q: 3 clusters Score -1959061 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1959060.375000 Penalty: 11493.286133
	Iteration 31Q: 3 clusters Score -1959060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1959063.250000 Penalty: 11493.286133
	Iteration 32Q: 3 clusters Score -1959063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1959061.375000 Penalty: 11493.286133
	Iteration 33Q: 3 clusters Score -1959061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1959066.000000 Penalty: 11493.286133
	Iteration 34Q: 3 clusters Score -1959066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1959069.500000 Penalty: 11493.286133
	Iteration 35Q: 3 clusters Score -1959070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1959066.500000 Penalty: 11493.286133
	Iteration 36Q: 3 clusters Score -1959066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1959070.500000 Penalty: 11493.286133
	Iteration 37Q: 3 clusters Score -1959070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1959071.125000 Penalty: 11493.286133
	Iteration 38Q: 3 clusters Score -1959071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1959070.750000 Penalty: 11493.286133
	Iteration 39Q: 3 clusters Score -1959071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1959072.125000 Penalty: 11493.286133
	Iteration 40F: 3 clusters Score -1959072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1959075.875000 Penalty: 11493.286133
	Iteration 41Q: 3 clusters Score -1959076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1959076.250000 Penalty: 11493.286133
	Iteration 42Q: 3 clusters Score -1959076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1959076.250000 Penalty: 11493.286133
	Iteration 43F: 3 clusters Score -1959076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Entering Unmasked Estep 
Score: -1119282.375000 Penalty: 5413.701660
	Iteration 0F: 2 clusters Score -1119282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1110972.250000 Penalty: 10827.403320
	Iteration 0F: 3 clusters Score -1110972 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1112527.125000 Penalty: 10827.403320
	Iteration 1F: 3 clusters Score -1112527 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1112980.875000 Penalty: 10827.403320
	Iteration 2F: 3 clusters Score -1112981 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1113319.875000 Penalty: 10827.403320
	Iteration 3F: 3 clusters Score -1113320 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1113736.625000 Penalty: 10827.403320
	Iteration 4Q: 3 clusters Score -1113737 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1114235.375000 Penalty: 10827.403320
	Iteration 5F: 3 clusters Score -1114235 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1114843.000000 Penalty: 10827.403320
	Iteration 6F: 3 clusters Score -1114843 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1115487.125000 Penalty: 10827.403320
	Iteration 7F: 3 clusters Score -1115487 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1116085.500000 Penalty: 10827.403320
	Iteration 8F: 3 clusters Score -1116086 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1116484.875000 Penalty: 10827.403320
	Iteration 9F: 3 clusters Score -1116485 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1116721.375000 Penalty: 10827.403320
	Iteration 10Q: 3 clusters Score -1116721 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1116876.500000 Penalty: 10827.403320
	Iteration 11Q: 3 clusters Score -1116876 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1116977.250000 Penalty: 10827.403320
	Iteration 12Q: 3 clusters Score -1116977 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1117032.000000 Penalty: 10827.403320
	Iteration 13Q: 3 clusters Score -1117032 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1117067.625000 Penalty: 10827.403320
	Iteration 14Q: 3 clusters Score -1117068 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1117086.750000 Penalty: 10827.403320
	Iteration 15Q: 3 clusters Score -1117087 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1117096.250000 Penalty: 10827.403320
	Iteration 16Q: 3 clusters Score -1117096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1117105.875000 Penalty: 10827.403320
	Iteration 17Q: 3 clusters Score -1117106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1117106.500000 Penalty: 10827.403320
	Iteration 18Q: 3 clusters Score -1117106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1117110.250000 Penalty: 10827.403320
	Iteration 19Q: 3 clusters Score -1117110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1117110.125000 Penalty: 10827.403320
	Iteration 20F: 3 clusters Score -1117110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1117110.375000 Penalty: 10827.403320
	Iteration 21Q: 3 clusters Score -1117110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1117110.375000 Penalty: 10827.403320
	Iteration 22F: 3 clusters Score -1117110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (50572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50572 members 
Entering Unmasked Estep 
Score: -8776970.000000 Penalty: 6634.081055
	Iteration 0F: 2 clusters Score -8776970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 25337 members 
Entering Unmasked Estep 
Score: -8740963.000000 Penalty: 13268.162109
	Iteration 0F: 3 clusters Score -8740963 nChanged 22261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 25384 members 
Entering Unmasked Estep 
Score: -8753382.000000 Penalty: 13268.162109
	Iteration 1F: 3 clusters Score -8753382 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -8755323.000000 Penalty: 13268.162109
	Iteration 2F: 3 clusters Score -8755323 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25834 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -8757624.000000 Penalty: 13268.162109
	Iteration 3F: 3 clusters Score -8757624 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -8759960.000000 Penalty: 13268.162109
	Iteration 4F: 3 clusters Score -8759960 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28558 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -8762283.000000 Penalty: 13268.162109
	Iteration 5F: 3 clusters Score -8762283 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30671 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -8764494.000000 Penalty: 13268.162109
	Iteration 6F: 3 clusters Score -8764494 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32923 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -8766419.000000 Penalty: 13268.162109
	Iteration 7F: 3 clusters Score -8766419 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34973 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -8767932.000000 Penalty: 13268.162109
	Iteration 8Q: 3 clusters Score -8767932 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36785 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -8769143.000000 Penalty: 13268.162109
	Iteration 9Q: 3 clusters Score -8769143 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38422 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -8770052.000000 Penalty: 13268.162109
	Iteration 10Q: 3 clusters Score -8770052 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39875 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -8770837.000000 Penalty: 13268.162109
	Iteration 11Q: 3 clusters Score -8770837 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41156 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -8771454.000000 Penalty: 13268.162109
	Iteration 12Q: 3 clusters Score -8771454 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42194 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -8771952.000000 Penalty: 13268.162109
	Iteration 13Q: 3 clusters Score -8771952 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43134 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -8772392.000000 Penalty: 13268.162109
	Iteration 14Q: 3 clusters Score -8772392 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43964 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -8772749.000000 Penalty: 13268.162109
	Iteration 15Q: 3 clusters Score -8772749 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44659 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -8773101.000000 Penalty: 13268.162109
	Iteration 16Q: 3 clusters Score -8773101 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45239 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -8773339.000000 Penalty: 13268.162109
	Iteration 17Q: 3 clusters Score -8773339 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45701 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -8773527.000000 Penalty: 13268.162109
	Iteration 18Q: 3 clusters Score -8773527 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46065 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -8773668.000000 Penalty: 13268.162109
	Iteration 19Q: 3 clusters Score -8773668 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46319 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -8773785.000000 Penalty: 13268.162109
	Iteration 20F: 3 clusters Score -8773785 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46529 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -8773809.000000 Penalty: 13268.162109
	Iteration 21Q: 3 clusters Score -8773809 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46682 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -8773877.000000 Penalty: 13268.162109
	Iteration 22Q: 3 clusters Score -8773877 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46788 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -8773920.000000 Penalty: 13268.162109
	Iteration 23Q: 3 clusters Score -8773920 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46875 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -8773931.000000 Penalty: 13268.162109
	Iteration 24Q: 3 clusters Score -8773931 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46941 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -8773956.000000 Penalty: 13268.162109
	Iteration 25Q: 3 clusters Score -8773956 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46980 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -8773945.000000 Penalty: 13268.162109
	Iteration 26Q: 3 clusters Score -8773945 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47023 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -8773955.000000 Penalty: 13268.162109
	Iteration 27Q: 3 clusters Score -8773955 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47045 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -8773962.000000 Penalty: 13268.162109
	Iteration 28Q: 3 clusters Score -8773962 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47067 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -8773993.000000 Penalty: 13268.162109
	Iteration 29Q: 3 clusters Score -8773993 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47083 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -8773993.000000 Penalty: 13268.162109
	Iteration 30Q: 3 clusters Score -8773993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47088 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -8773993.000000 Penalty: 13268.162109
	Iteration 31Q: 3 clusters Score -8773993 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47102 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -8773994.000000 Penalty: 13268.162109
	Iteration 32Q: 3 clusters Score -8773994 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47119 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -8774012.000000 Penalty: 13268.162109
	Iteration 33Q: 3 clusters Score -8774012 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47135 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -8774025.000000 Penalty: 13268.162109
	Iteration 34Q: 3 clusters Score -8774025 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47160 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -8774035.000000 Penalty: 13268.162109
	Iteration 35Q: 3 clusters Score -8774035 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47177 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -8774038.000000 Penalty: 13268.162109
	Iteration 36Q: 3 clusters Score -8774038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47182 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -8774030.000000 Penalty: 13268.162109
	Iteration 37Q: 3 clusters Score -8774030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47186 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -8774030.000000 Penalty: 13268.162109
	Iteration 38Q: 3 clusters Score -8774030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47190 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -8774026.000000 Penalty: 13268.162109
	Iteration 39Q: 3 clusters Score -8774026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47194 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -8774027.000000 Penalty: 13268.162109
	Iteration 40F: 3 clusters Score -8774027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47199 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -8774032.000000 Penalty: 13268.162109
	Iteration 41Q: 3 clusters Score -8774032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47201 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -8774039.000000 Penalty: 13268.162109
	Iteration 42Q: 3 clusters Score -8774039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47206 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -8774042.000000 Penalty: 13268.162109
	Iteration 43Q: 3 clusters Score -8774042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47213 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -8774040.000000 Penalty: 13268.162109
	Iteration 44Q: 3 clusters Score -8774040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47222 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -8774030.000000 Penalty: 13268.162109
	Iteration 45Q: 3 clusters Score -8774030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47226 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -8774032.000000 Penalty: 13268.162109
	Iteration 46Q: 3 clusters Score -8774032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47234 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -8774042.000000 Penalty: 13268.162109
	Iteration 47Q: 3 clusters Score -8774042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47239 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -8774039.000000 Penalty: 13268.162109
	Iteration 48Q: 3 clusters Score -8774039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47243 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -8774049.000000 Penalty: 13268.162109
	Iteration 49Q: 3 clusters Score -8774049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47249 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -8774044.000000 Penalty: 13268.162109
	Iteration 50Q: 3 clusters Score -8774044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47253 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -8774046.000000 Penalty: 13268.162109
	Iteration 51Q: 3 clusters Score -8774046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47257 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -8774039.000000 Penalty: 13268.162109
	Iteration 52Q: 3 clusters Score -8774039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47260 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -8774046.000000 Penalty: 13268.162109
	Iteration 53Q: 3 clusters Score -8774046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47264 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -8774047.000000 Penalty: 13268.162109
	Iteration 54Q: 3 clusters Score -8774047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47265 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -8774041.000000 Penalty: 13268.162109
	Iteration 55Q: 3 clusters Score -8774041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47268 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -8774046.000000 Penalty: 13268.162109
	Iteration 56Q: 3 clusters Score -8774046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47270 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -8774043.000000 Penalty: 13268.162109
	Iteration 57Q: 3 clusters Score -8774043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47270 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -8774043.000000 Penalty: 13268.162109
	Iteration 58F: 3 clusters Score -8774043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (131812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131812 members 
Entering Unmasked Estep 
Score: -22686702.000000 Penalty: 7220.843262
	Iteration 0F: 2 clusters Score -2.26867e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65840 members 
Mstep: Class 2 contains 65972 members 
Entering Unmasked Estep 
Score: -22597562.000000 Penalty: 14441.686523
	Iteration 0F: 3 clusters Score -2.259756e+07 nChanged 61039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65205 members 
Mstep: Class 2 contains 66607 members 
Entering Unmasked Estep 
Score: -22631062.000000 Penalty: 14441.686523
	Iteration 1F: 3 clusters Score -2.263106e+07 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64752 members 
Mstep: Class 2 contains 67060 members 
Entering Unmasked Estep 
Score: -22632174.000000 Penalty: 14441.686523
	Iteration 2Q: 3 clusters Score -2.263217e+07 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64046 members 
Mstep: Class 2 contains 67766 members 
Entering Unmasked Estep 
Score: -22633368.000000 Penalty: 14441.686523
	Iteration 3Q: 3 clusters Score -2.263337e+07 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62970 members 
Mstep: Class 2 contains 68842 members 
Entering Unmasked Estep 
Score: -22634640.000000 Penalty: 14441.686523
	Iteration 4Q: 3 clusters Score -2.263464e+07 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61357 members 
Mstep: Class 2 contains 70455 members 
Entering Unmasked Estep 
Score: -22636274.000000 Penalty: 14441.686523
	Iteration 5Q: 3 clusters Score -2.263627e+07 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59135 members 
Mstep: Class 2 contains 72677 members 
Entering Unmasked Estep 
Score: -22638532.000000 Penalty: 14441.686523
	Iteration 6Q: 3 clusters Score -2.263853e+07 nChanged 5727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56210 members 
Mstep: Class 2 contains 75602 members 
Entering Unmasked Estep 
Score: -22641566.000000 Penalty: 14441.686523
	Iteration 7Q: 3 clusters Score -2.264157e+07 nChanged 6280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52786 members 
Mstep: Class 2 contains 79026 members 
Entering Unmasked Estep 
Score: -22645204.000000 Penalty: 14441.686523
	Iteration 8Q: 3 clusters Score -2.26452e+07 nChanged 6737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49199 members 
Mstep: Class 2 contains 82613 members 
Entering Unmasked Estep 
Score: -22649394.000000 Penalty: 14441.686523
	Iteration 9F: 3 clusters Score -2.264939e+07 nChanged 6632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45953 members 
Mstep: Class 2 contains 85859 members 
Entering Unmasked Estep 
Score: -22653818.000000 Penalty: 14441.686523
	Iteration 10F: 3 clusters Score -2.265382e+07 nChanged 6505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43356 members 
Mstep: Class 2 contains 88456 members 
Entering Unmasked Estep 
Score: -22657734.000000 Penalty: 14441.686523
	Iteration 11Q: 3 clusters Score -2.265773e+07 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41523 members 
Mstep: Class 2 contains 90289 members 
Entering Unmasked Estep 
Score: -22661152.000000 Penalty: 14441.686523
	Iteration 12Q: 3 clusters Score -2.266115e+07 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40454 members 
Mstep: Class 2 contains 91358 members 
Entering Unmasked Estep 
Score: -22664232.000000 Penalty: 14441.686523
	Iteration 13Q: 3 clusters Score -2.266423e+07 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40072 members 
Mstep: Class 2 contains 91740 members 
Entering Unmasked Estep 
Score: -22666642.000000 Penalty: 14441.686523
	Iteration 14Q: 3 clusters Score -2.266664e+07 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40204 members 
Mstep: Class 2 contains 91608 members 
Entering Unmasked Estep 
Score: -22668512.000000 Penalty: 14441.686523
	Iteration 15Q: 3 clusters Score -2.266851e+07 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40642 members 
Mstep: Class 2 contains 91170 members 
Entering Unmasked Estep 
Score: -22669966.000000 Penalty: 14441.686523
	Iteration 16Q: 3 clusters Score -2.266997e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41229 members 
Mstep: Class 2 contains 90583 members 
Entering Unmasked Estep 
Score: -22670852.000000 Penalty: 14441.686523
	Iteration 17Q: 3 clusters Score -2.267085e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41846 members 
Mstep: Class 2 contains 89966 members 
Entering Unmasked Estep 
Score: -22671302.000000 Penalty: 14441.686523
	Iteration 18Q: 3 clusters Score -2.26713e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42477 members 
Mstep: Class 2 contains 89335 members 
Entering Unmasked Estep 
Score: -22671674.000000 Penalty: 14441.686523
	Iteration 19Q: 3 clusters Score -2.267167e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43106 members 
Mstep: Class 2 contains 88706 members 
Entering Unmasked Estep 
Score: -22671952.000000 Penalty: 14441.686523
	Iteration 20F: 3 clusters Score -2.267195e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43689 members 
Mstep: Class 2 contains 88123 members 
Entering Unmasked Estep 
Score: -22672122.000000 Penalty: 14441.686523
	Iteration 21Q: 3 clusters Score -2.267212e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44256 members 
Mstep: Class 2 contains 87556 members 
Entering Unmasked Estep 
Score: -22672298.000000 Penalty: 14441.686523
	Iteration 22Q: 3 clusters Score -2.26723e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44836 members 
Mstep: Class 2 contains 86976 members 
Entering Unmasked Estep 
Score: -22672424.000000 Penalty: 14441.686523
	Iteration 23Q: 3 clusters Score -2.267242e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45389 members 
Mstep: Class 2 contains 86423 members 
Entering Unmasked Estep 
Score: -22672482.000000 Penalty: 14441.686523
	Iteration 24Q: 3 clusters Score -2.267248e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45952 members 
Mstep: Class 2 contains 85860 members 
Entering Unmasked Estep 
Score: -22672628.000000 Penalty: 14441.686523
	Iteration 25Q: 3 clusters Score -2.267263e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46573 members 
Mstep: Class 2 contains 85239 members 
Entering Unmasked Estep 
Score: -22672690.000000 Penalty: 14441.686523
	Iteration 26Q: 3 clusters Score -2.267269e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47199 members 
Mstep: Class 2 contains 84613 members 
Entering Unmasked Estep 
Score: -22672730.000000 Penalty: 14441.686523
	Iteration 27Q: 3 clusters Score -2.267273e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47796 members 
Mstep: Class 2 contains 84016 members 
Entering Unmasked Estep 
Score: -22672808.000000 Penalty: 14441.686523
	Iteration 28Q: 3 clusters Score -2.267281e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48371 members 
Mstep: Class 2 contains 83441 members 
Entering Unmasked Estep 
Score: -22672966.000000 Penalty: 14441.686523
	Iteration 29Q: 3 clusters Score -2.267297e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48946 members 
Mstep: Class 2 contains 82866 members 
Entering Unmasked Estep 
Score: -22673028.000000 Penalty: 14441.686523
	Iteration 30Q: 3 clusters Score -2.267303e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49560 members 
Mstep: Class 2 contains 82252 members 
Entering Unmasked Estep 
Score: -22673160.000000 Penalty: 14441.686523
	Iteration 31Q: 3 clusters Score -2.267316e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50184 members 
Mstep: Class 2 contains 81628 members 
Entering Unmasked Estep 
Score: -22673246.000000 Penalty: 14441.686523
	Iteration 32Q: 3 clusters Score -2.267325e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50821 members 
Mstep: Class 2 contains 80991 members 
Entering Unmasked Estep 
Score: -22673302.000000 Penalty: 14441.686523
	Iteration 33Q: 3 clusters Score -2.26733e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51497 members 
Mstep: Class 2 contains 80315 members 
Entering Unmasked Estep 
Score: -22673356.000000 Penalty: 14441.686523
	Iteration 34Q: 3 clusters Score -2.267336e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52255 members 
Mstep: Class 2 contains 79557 members 
Entering Unmasked Estep 
Score: -22673464.000000 Penalty: 14441.686523
	Iteration 35Q: 3 clusters Score -2.267346e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53019 members 
Mstep: Class 2 contains 78793 members 
Entering Unmasked Estep 
Score: -22673534.000000 Penalty: 14441.686523
	Iteration 36Q: 3 clusters Score -2.267353e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53837 members 
Mstep: Class 2 contains 77975 members 
Entering Unmasked Estep 
Score: -22673688.000000 Penalty: 14441.686523
	Iteration 37Q: 3 clusters Score -2.267369e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54725 members 
Mstep: Class 2 contains 77087 members 
Entering Unmasked Estep 
Score: -22673898.000000 Penalty: 14441.686523
	Iteration 38Q: 3 clusters Score -2.26739e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55696 members 
Mstep: Class 2 contains 76116 members 
Entering Unmasked Estep 
Score: -22673988.000000 Penalty: 14441.686523
	Iteration 39Q: 3 clusters Score -2.267399e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56713 members 
Mstep: Class 2 contains 75099 members 
Entering Unmasked Estep 
Score: -22674072.000000 Penalty: 14441.686523
	Iteration 40F: 3 clusters Score -2.267407e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57842 members 
Mstep: Class 2 contains 73970 members 
Entering Unmasked Estep 
Score: -22674356.000000 Penalty: 14441.686523
	Iteration 41Q: 3 clusters Score -2.267436e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59098 members 
Mstep: Class 2 contains 72714 members 
Entering Unmasked Estep 
Score: -22674610.000000 Penalty: 14441.686523
	Iteration 42Q: 3 clusters Score -2.267461e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60565 members 
Mstep: Class 2 contains 71247 members 
Entering Unmasked Estep 
Score: -22675046.000000 Penalty: 14441.686523
	Iteration 43Q: 3 clusters Score -2.267505e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62172 members 
Mstep: Class 2 contains 69640 members 
Entering Unmasked Estep 
Score: -22675392.000000 Penalty: 14441.686523
	Iteration 44Q: 3 clusters Score -2.267539e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63938 members 
Mstep: Class 2 contains 67874 members 
Entering Unmasked Estep 
Score: -22675974.000000 Penalty: 14441.686523
	Iteration 45Q: 3 clusters Score -2.267597e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65791 members 
Mstep: Class 2 contains 66021 members 
Entering Unmasked Estep 
Score: -22676548.000000 Penalty: 14441.686523
	Iteration 46Q: 3 clusters Score -2.267655e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67771 members 
Mstep: Class 2 contains 64041 members 
Entering Unmasked Estep 
Score: -22677290.000000 Penalty: 14441.686523
	Iteration 47Q: 3 clusters Score -2.267729e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69852 members 
Mstep: Class 2 contains 61960 members 
Entering Unmasked Estep 
Score: -22678088.000000 Penalty: 14441.686523
	Iteration 48Q: 3 clusters Score -2.267809e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72047 members 
Mstep: Class 2 contains 59765 members 
Entering Unmasked Estep 
Score: -22678972.000000 Penalty: 14441.686523
	Iteration 49Q: 3 clusters Score -2.267897e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74248 members 
Mstep: Class 2 contains 57564 members 
Entering Unmasked Estep 
Score: -22679824.000000 Penalty: 14441.686523
	Iteration 50Q: 3 clusters Score -2.267982e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76334 members 
Mstep: Class 2 contains 55478 members 
Entering Unmasked Estep 
Score: -22680622.000000 Penalty: 14441.686523
	Iteration 51Q: 3 clusters Score -2.268062e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78349 members 
Mstep: Class 2 contains 53463 members 
Entering Unmasked Estep 
Score: -22681548.000000 Penalty: 14441.686523
	Iteration 52Q: 3 clusters Score -2.268155e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80194 members 
Mstep: Class 2 contains 51618 members 
Entering Unmasked Estep 
Score: -22682134.000000 Penalty: 14441.686523
	Iteration 53Q: 3 clusters Score -2.268213e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81841 members 
Mstep: Class 2 contains 49971 members 
Entering Unmasked Estep 
Score: -22682674.000000 Penalty: 14441.686523
	Iteration 54Q: 3 clusters Score -2.268267e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83285 members 
Mstep: Class 2 contains 48527 members 
Entering Unmasked Estep 
Score: -22683116.000000 Penalty: 14441.686523
	Iteration 55Q: 3 clusters Score -2.268312e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84551 members 
Mstep: Class 2 contains 47261 members 
Entering Unmasked Estep 
Score: -22683434.000000 Penalty: 14441.686523
	Iteration 56Q: 3 clusters Score -2.268343e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85699 members 
Mstep: Class 2 contains 46113 members 
Entering Unmasked Estep 
Score: -22683742.000000 Penalty: 14441.686523
	Iteration 57Q: 3 clusters Score -2.268374e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86747 members 
Mstep: Class 2 contains 45065 members 
Entering Unmasked Estep 
Score: -22683992.000000 Penalty: 14441.686523
	Iteration 58Q: 3 clusters Score -2.268399e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87719 members 
Mstep: Class 2 contains 44093 members 
Entering Unmasked Estep 
Score: -22684170.000000 Penalty: 14441.686523
	Iteration 59Q: 3 clusters Score -2.268417e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88550 members 
Mstep: Class 2 contains 43262 members 
Entering Unmasked Estep 
Score: -22684384.000000 Penalty: 14441.686523
	Iteration 60F: 3 clusters Score -2.268438e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89444 members 
Mstep: Class 2 contains 42368 members 
Entering Unmasked Estep 
Score: -22684626.000000 Penalty: 14441.686523
	Iteration 61Q: 3 clusters Score -2.268463e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90234 members 
Mstep: Class 2 contains 41578 members 
Entering Unmasked Estep 
Score: -22684774.000000 Penalty: 14441.686523
	Iteration 62Q: 3 clusters Score -2.268477e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90998 members 
Mstep: Class 2 contains 40814 members 
Entering Unmasked Estep 
Score: -22684886.000000 Penalty: 14441.686523
	Iteration 63Q: 3 clusters Score -2.268489e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91647 members 
Mstep: Class 2 contains 40165 members 
Entering Unmasked Estep 
Score: -22685008.000000 Penalty: 14441.686523
	Iteration 64Q: 3 clusters Score -2.268501e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92234 members 
Mstep: Class 2 contains 39578 members 
Entering Unmasked Estep 
Score: -22685058.000000 Penalty: 14441.686523
	Iteration 65Q: 3 clusters Score -2.268506e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92763 members 
Mstep: Class 2 contains 39049 members 
Entering Unmasked Estep 
Score: -22685120.000000 Penalty: 14441.686523
	Iteration 66Q: 3 clusters Score -2.268512e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93221 members 
Mstep: Class 2 contains 38591 members 
Entering Unmasked Estep 
Score: -22685222.000000 Penalty: 14441.686523
	Iteration 67Q: 3 clusters Score -2.268522e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93614 members 
Mstep: Class 2 contains 38198 members 
Entering Unmasked Estep 
Score: -22685260.000000 Penalty: 14441.686523
	Iteration 68Q: 3 clusters Score -2.268526e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93938 members 
Mstep: Class 2 contains 37874 members 
Entering Unmasked Estep 
Score: -22685250.000000 Penalty: 14441.686523
	Iteration 69Q: 3 clusters Score -2.268525e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94251 members 
Mstep: Class 2 contains 37561 members 
Entering Unmasked Estep 
Score: -22685212.000000 Penalty: 14441.686523
	Iteration 70Q: 3 clusters Score -2.268521e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94545 members 
Mstep: Class 2 contains 37267 members 
Entering Unmasked Estep 
Score: -22685244.000000 Penalty: 14441.686523
	Iteration 71Q: 3 clusters Score -2.268524e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94789 members 
Mstep: Class 2 contains 37023 members 
Entering Unmasked Estep 
Score: -22685262.000000 Penalty: 14441.686523
	Iteration 72Q: 3 clusters Score -2.268526e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95022 members 
Mstep: Class 2 contains 36790 members 
Entering Unmasked Estep 
Score: -22685264.000000 Penalty: 14441.686523
	Iteration 73Q: 3 clusters Score -2.268526e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95225 members 
Mstep: Class 2 contains 36587 members 
Entering Unmasked Estep 
Score: -22685306.000000 Penalty: 14441.686523
	Iteration 74Q: 3 clusters Score -2.268531e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95417 members 
Mstep: Class 2 contains 36395 members 
Entering Unmasked Estep 
Score: -22685360.000000 Penalty: 14441.686523
	Iteration 75Q: 3 clusters Score -2.268536e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95577 members 
Mstep: Class 2 contains 36235 members 
Entering Unmasked Estep 
Score: -22685340.000000 Penalty: 14441.686523
	Iteration 76Q: 3 clusters Score -2.268534e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95713 members 
Mstep: Class 2 contains 36099 members 
Entering Unmasked Estep 
Score: -22685360.000000 Penalty: 14441.686523
	Iteration 77Q: 3 clusters Score -2.268536e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95816 members 
Mstep: Class 2 contains 35996 members 
Entering Unmasked Estep 
Score: -22685328.000000 Penalty: 14441.686523
	Iteration 78Q: 3 clusters Score -2.268533e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95915 members 
Mstep: Class 2 contains 35897 members 
Entering Unmasked Estep 
Score: -22685356.000000 Penalty: 14441.686523
	Iteration 79Q: 3 clusters Score -2.268536e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95994 members 
Mstep: Class 2 contains 35818 members 
Entering Unmasked Estep 
Score: -22685388.000000 Penalty: 14441.686523
	Iteration 80F: 3 clusters Score -2.268539e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96077 members 
Mstep: Class 2 contains 35735 members 
Entering Unmasked Estep 
Score: -22685398.000000 Penalty: 14441.686523
	Iteration 81Q: 3 clusters Score -2.26854e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96145 members 
Mstep: Class 2 contains 35667 members 
Entering Unmasked Estep 
Score: -22685388.000000 Penalty: 14441.686523
	Iteration 82Q: 3 clusters Score -2.268539e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96216 members 
Mstep: Class 2 contains 35596 members 
Entering Unmasked Estep 
Score: -22685444.000000 Penalty: 14441.686523
	Iteration 83Q: 3 clusters Score -2.268544e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96297 members 
Mstep: Class 2 contains 35515 members 
Entering Unmasked Estep 
Score: -22685394.000000 Penalty: 14441.686523
	Iteration 84Q: 3 clusters Score -2.268539e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96369 members 
Mstep: Class 2 contains 35443 members 
Entering Unmasked Estep 
Score: -22685436.000000 Penalty: 14441.686523
	Iteration 85Q: 3 clusters Score -2.268544e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96433 members 
Mstep: Class 2 contains 35379 members 
Entering Unmasked Estep 
Score: -22685410.000000 Penalty: 14441.686523
	Iteration 86Q: 3 clusters Score -2.268541e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96491 members 
Mstep: Class 2 contains 35321 members 
Entering Unmasked Estep 
Score: -22685432.000000 Penalty: 14441.686523
	Iteration 87Q: 3 clusters Score -2.268543e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96545 members 
Mstep: Class 2 contains 35267 members 
Entering Unmasked Estep 
Score: -22685458.000000 Penalty: 14441.686523
	Iteration 88Q: 3 clusters Score -2.268546e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96598 members 
Mstep: Class 2 contains 35214 members 
Entering Unmasked Estep 
Score: -22685454.000000 Penalty: 14441.686523
	Iteration 89Q: 3 clusters Score -2.268545e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96642 members 
Mstep: Class 2 contains 35170 members 
Entering Unmasked Estep 
Score: -22685460.000000 Penalty: 14441.686523
	Iteration 90Q: 3 clusters Score -2.268546e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96681 members 
Mstep: Class 2 contains 35131 members 
Entering Unmasked Estep 
Score: -22685452.000000 Penalty: 14441.686523
	Iteration 91Q: 3 clusters Score -2.268545e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96728 members 
Mstep: Class 2 contains 35084 members 
Entering Unmasked Estep 
Score: -22685418.000000 Penalty: 14441.686523
	Iteration 92Q: 3 clusters Score -2.268542e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96767 members 
Mstep: Class 2 contains 35045 members 
Entering Unmasked Estep 
Score: -22685458.000000 Penalty: 14441.686523
	Iteration 93Q: 3 clusters Score -2.268546e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96795 members 
Mstep: Class 2 contains 35017 members 
Entering Unmasked Estep 
Score: -22685450.000000 Penalty: 14441.686523
	Iteration 94Q: 3 clusters Score -2.268545e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96818 members 
Mstep: Class 2 contains 34994 members 
Entering Unmasked Estep 
Score: -22685452.000000 Penalty: 14441.686523
	Iteration 95Q: 3 clusters Score -2.268545e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96840 members 
Mstep: Class 2 contains 34972 members 
Entering Unmasked Estep 
Score: -22685452.000000 Penalty: 14441.686523
	Iteration 96Q: 3 clusters Score -2.268545e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96865 members 
Mstep: Class 2 contains 34947 members 
Entering Unmasked Estep 
Score: -22685430.000000 Penalty: 14441.686523
	Iteration 97Q: 3 clusters Score -2.268543e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96887 members 
Mstep: Class 2 contains 34925 members 
Entering Unmasked Estep 
Score: -22685452.000000 Penalty: 14441.686523
	Iteration 98Q: 3 clusters Score -2.268545e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96903 members 
Mstep: Class 2 contains 34909 members 
Entering Unmasked Estep 
Score: -22685436.000000 Penalty: 14441.686523
	Iteration 99Q: 3 clusters Score -2.268544e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96920 members 
Mstep: Class 2 contains 34892 members 
Entering Unmasked Estep 
Score: -22685430.000000 Penalty: 14441.686523
	Iteration 100F: 3 clusters Score -2.268543e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96936 members 
Mstep: Class 2 contains 34876 members 
Entering Unmasked Estep 
Score: -22685446.000000 Penalty: 14441.686523
	Iteration 101Q: 3 clusters Score -2.268545e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96956 members 
Mstep: Class 2 contains 34856 members 
Entering Unmasked Estep 
Score: -22685442.000000 Penalty: 14441.686523
	Iteration 102Q: 3 clusters Score -2.268544e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96975 members 
Mstep: Class 2 contains 34837 members 
Entering Unmasked Estep 
Score: -22685424.000000 Penalty: 14441.686523
	Iteration 103Q: 3 clusters Score -2.268542e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96991 members 
Mstep: Class 2 contains 34821 members 
Entering Unmasked Estep 
Score: -22685432.000000 Penalty: 14441.686523
	Iteration 104Q: 3 clusters Score -2.268543e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97003 members 
Mstep: Class 2 contains 34809 members 
Entering Unmasked Estep 
Score: -22685428.000000 Penalty: 14441.686523
	Iteration 105Q: 3 clusters Score -2.268543e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97014 members 
Mstep: Class 2 contains 34798 members 
Entering Unmasked Estep 
Score: -22685432.000000 Penalty: 14441.686523
	Iteration 106Q: 3 clusters Score -2.268543e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97031 members 
Mstep: Class 2 contains 34781 members 
Entering Unmasked Estep 
Score: -22685444.000000 Penalty: 14441.686523
	Iteration 107Q: 3 clusters Score -2.268544e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97043 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -22685446.000000 Penalty: 14441.686523
	Iteration 108Q: 3 clusters Score -2.268545e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97051 members 
Mstep: Class 2 contains 34761 members 
Entering Unmasked Estep 
Score: -22685438.000000 Penalty: 14441.686523
	Iteration 109Q: 3 clusters Score -2.268544e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97060 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -22685462.000000 Penalty: 14441.686523
	Iteration 110Q: 3 clusters Score -2.268546e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97069 members 
Mstep: Class 2 contains 34743 members 
Entering Unmasked Estep 
Score: -22685450.000000 Penalty: 14441.686523
	Iteration 111Q: 3 clusters Score -2.268545e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97081 members 
Mstep: Class 2 contains 34731 members 
Entering Unmasked Estep 
Score: -22685444.000000 Penalty: 14441.686523
	Iteration 112Q: 3 clusters Score -2.268544e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97090 members 
Mstep: Class 2 contains 34722 members 
Entering Unmasked Estep 
Score: -22685446.000000 Penalty: 14441.686523
	Iteration 113Q: 3 clusters Score -2.268545e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97097 members 
Mstep: Class 2 contains 34715 members 
Entering Unmasked Estep 
Score: -22685440.000000 Penalty: 14441.686523
	Iteration 114Q: 3 clusters Score -2.268544e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97105 members 
Mstep: Class 2 contains 34707 members 
Entering Unmasked Estep 
Score: -22685444.000000 Penalty: 14441.686523
	Iteration 115Q: 3 clusters Score -2.268544e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97112 members 
Mstep: Class 2 contains 34700 members 
Entering Unmasked Estep 
Score: -22685454.000000 Penalty: 14441.686523
	Iteration 116Q: 3 clusters Score -2.268545e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97121 members 
Mstep: Class 2 contains 34691 members 
Entering Unmasked Estep 
Score: -22685426.000000 Penalty: 14441.686523
	Iteration 117Q: 3 clusters Score -2.268543e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97130 members 
Mstep: Class 2 contains 34682 members 
Entering Unmasked Estep 
Score: -22685434.000000 Penalty: 14441.686523
	Iteration 118Q: 3 clusters Score -2.268543e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97137 members 
Mstep: Class 2 contains 34675 members 
Entering Unmasked Estep 
Score: -22685424.000000 Penalty: 14441.686523
	Iteration 119Q: 3 clusters Score -2.268542e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97145 members 
Mstep: Class 2 contains 34667 members 
Entering Unmasked Estep 
Score: -22685436.000000 Penalty: 14441.686523
	Iteration 120F: 3 clusters Score -2.268544e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97149 members 
Mstep: Class 2 contains 34663 members 
Entering Unmasked Estep 
Score: -22685424.000000 Penalty: 14441.686523
	Iteration 121Q: 3 clusters Score -2.268542e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97149 members 
Mstep: Class 2 contains 34663 members 
Entering Unmasked Estep 
Score: -22685424.000000 Penalty: 14441.686523
	Iteration 122F: 3 clusters Score -2.268542e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Entering Unmasked Estep 
Score: -167981.640625 Penalty: 4312.864746
	Iteration 0F: 2 clusters Score -167981.6 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 559 members 
Entering Unmasked Estep 
Score: -163860.781250 Penalty: 8625.729492
	Iteration 0F: 3 clusters Score -163860.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -164402.984375 Penalty: 8625.729492
	Iteration 1F: 3 clusters Score -164403 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -164609.609375 Penalty: 8625.729492
	Iteration 2F: 3 clusters Score -164609.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -164744.750000 Penalty: 8625.729492
	Iteration 3Q: 3 clusters Score -164744.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -164874.843750 Penalty: 8625.729492
	Iteration 4Q: 3 clusters Score -164874.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -165002.062500 Penalty: 8625.729492
	Iteration 5Q: 3 clusters Score -165002.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -165080.265625 Penalty: 8625.729492
	Iteration 6Q: 3 clusters Score -165080.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -165165.343750 Penalty: 8625.729492
	Iteration 7Q: 3 clusters Score -165165.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -165239.687500 Penalty: 8625.729492
	Iteration 8Q: 3 clusters Score -165239.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -165355.921875 Penalty: 8625.729492
	Iteration 9Q: 3 clusters Score -165355.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -165476.406250 Penalty: 8625.729492
	Iteration 10Q: 3 clusters Score -165476.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -165538.734375 Penalty: 8625.729492
	Iteration 11Q: 3 clusters Score -165538.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -165577.875000 Penalty: 8625.729492
	Iteration 12Q: 3 clusters Score -165577.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -165607.546875 Penalty: 8625.729492
	Iteration 13Q: 3 clusters Score -165607.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -165616.250000 Penalty: 8625.729492
	Iteration 14Q: 3 clusters Score -165616.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -165620.687500 Penalty: 8625.729492
	Iteration 15F: 3 clusters Score -165620.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -165657.546875 Penalty: 8625.729492
	Iteration 16Q: 3 clusters Score -165657.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -165675.093750 Penalty: 8625.729492
	Iteration 17Q: 3 clusters Score -165675.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -165685.750000 Penalty: 8625.729492
	Iteration 18Q: 3 clusters Score -165685.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -165690.984375 Penalty: 8625.729492
	Iteration 19Q: 3 clusters Score -165691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -165700.140625 Penalty: 8625.729492
	Iteration 20F: 3 clusters Score -165700.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -165703.250000 Penalty: 8625.729492
	Iteration 21Q: 3 clusters Score -165703.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -165703.250000 Penalty: 8625.729492
	Iteration 22F: 3 clusters Score -165703.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Entering Unmasked Estep 
Score: -230140.531250 Penalty: 4453.066406
	Iteration 0F: 2 clusters Score -230140.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -225712.312500 Penalty: 8906.132812
	Iteration 0F: 3 clusters Score -225712.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -226348.968750 Penalty: 8906.132812
	Iteration 1F: 3 clusters Score -226349 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -226567.453125 Penalty: 8906.132812
	Iteration 2F: 3 clusters Score -226567.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -226700.640625 Penalty: 8906.132812
	Iteration 3Q: 3 clusters Score -226700.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -226787.171875 Penalty: 8906.132812
	Iteration 4Q: 3 clusters Score -226787.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -226842.781250 Penalty: 8906.132812
	Iteration 5Q: 3 clusters Score -226842.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -226870.140625 Penalty: 8906.132812
	Iteration 6Q: 3 clusters Score -226870.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -226890.750000 Penalty: 8906.132812
	Iteration 7Q: 3 clusters Score -226890.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -226901.765625 Penalty: 8906.132812
	Iteration 8Q: 3 clusters Score -226901.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -226905.796875 Penalty: 8906.132812
	Iteration 9Q: 3 clusters Score -226905.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -226908.187500 Penalty: 8906.132812
	Iteration 10Q: 3 clusters Score -226908.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -226908.187500 Penalty: 8906.132812
	Iteration 11F: 3 clusters Score -226908.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (33050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33050 members 
Entering Unmasked Estep 
Score: -5426879.000000 Penalty: 6373.538574
	Iteration 0F: 2 clusters Score -5426879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -5401978.500000 Penalty: 12747.077148
	Iteration 0F: 3 clusters Score -5401978 nChanged 14069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -5409451.500000 Penalty: 12747.077148
	Iteration 1F: 3 clusters Score -5409452 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -5410387.000000 Penalty: 12747.077148
	Iteration 2F: 3 clusters Score -5410387 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -5411245.500000 Penalty: 12747.077148
	Iteration 3F: 3 clusters Score -5411246 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -5412055.500000 Penalty: 12747.077148
	Iteration 4Q: 3 clusters Score -5412056 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -5412831.500000 Penalty: 12747.077148
	Iteration 5Q: 3 clusters Score -5412832 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -5413735.500000 Penalty: 12747.077148
	Iteration 6Q: 3 clusters Score -5413736 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -5414674.500000 Penalty: 12747.077148
	Iteration 7Q: 3 clusters Score -5414674 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -5415714.000000 Penalty: 12747.077148
	Iteration 8Q: 3 clusters Score -5415714 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -5416692.000000 Penalty: 12747.077148
	Iteration 9Q: 3 clusters Score -5416692 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -5417648.500000 Penalty: 12747.077148
	Iteration 10Q: 3 clusters Score -5417648 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -5418568.500000 Penalty: 12747.077148
	Iteration 11Q: 3 clusters Score -5418568 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 24565 members 
Entering Unmasked Estep 
Score: -5419347.000000 Penalty: 12747.077148
	Iteration 12Q: 3 clusters Score -5419347 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -5420053.000000 Penalty: 12747.077148
	Iteration 13Q: 3 clusters Score -5420053 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -5420671.500000 Penalty: 12747.077148
	Iteration 14Q: 3 clusters Score -5420672 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 26452 members 
Entering Unmasked Estep 
Score: -5421171.000000 Penalty: 12747.077148
	Iteration 15Q: 3 clusters Score -5421171 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 26872 members 
Entering Unmasked Estep 
Score: -5421513.000000 Penalty: 12747.077148
	Iteration 16Q: 3 clusters Score -5421513 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 27205 members 
Entering Unmasked Estep 
Score: -5421752.000000 Penalty: 12747.077148
	Iteration 17Q: 3 clusters Score -5421752 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 27486 members 
Entering Unmasked Estep 
Score: -5421916.500000 Penalty: 12747.077148
	Iteration 18Q: 3 clusters Score -5421916 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 27713 members 
Entering Unmasked Estep 
Score: -5422042.000000 Penalty: 12747.077148
	Iteration 19Q: 3 clusters Score -5422042 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 27899 members 
Entering Unmasked Estep 
Score: -5422119.500000 Penalty: 12747.077148
	Iteration 20F: 3 clusters Score -5422120 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 28064 members 
Entering Unmasked Estep 
Score: -5422171.000000 Penalty: 12747.077148
	Iteration 21Q: 3 clusters Score -5422171 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 28210 members 
Entering Unmasked Estep 
Score: -5422239.500000 Penalty: 12747.077148
	Iteration 22Q: 3 clusters Score -5422240 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 28332 members 
Entering Unmasked Estep 
Score: -5422280.500000 Penalty: 12747.077148
	Iteration 23Q: 3 clusters Score -5422280 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 28444 members 
Entering Unmasked Estep 
Score: -5422306.000000 Penalty: 12747.077148
	Iteration 24Q: 3 clusters Score -5422306 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 28531 members 
Entering Unmasked Estep 
Score: -5422340.000000 Penalty: 12747.077148
	Iteration 25Q: 3 clusters Score -5422340 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 28606 members 
Entering Unmasked Estep 
Score: -5422376.500000 Penalty: 12747.077148
	Iteration 26Q: 3 clusters Score -5422376 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 28688 members 
Entering Unmasked Estep 
Score: -5422376.000000 Penalty: 12747.077148
	Iteration 27Q: 3 clusters Score -5422376 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 28745 members 
Entering Unmasked Estep 
Score: -5422388.500000 Penalty: 12747.077148
	Iteration 28Q: 3 clusters Score -5422388 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 28772 members 
Entering Unmasked Estep 
Score: -5422414.500000 Penalty: 12747.077148
	Iteration 29Q: 3 clusters Score -5422414 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 28795 members 
Entering Unmasked Estep 
Score: -5422409.000000 Penalty: 12747.077148
	Iteration 30Q: 3 clusters Score -5422409 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 28826 members 
Entering Unmasked Estep 
Score: -5422426.000000 Penalty: 12747.077148
	Iteration 31Q: 3 clusters Score -5422426 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 28856 members 
Entering Unmasked Estep 
Score: -5422436.000000 Penalty: 12747.077148
	Iteration 32Q: 3 clusters Score -5422436 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 28892 members 
Entering Unmasked Estep 
Score: -5422462.500000 Penalty: 12747.077148
	Iteration 33Q: 3 clusters Score -5422462 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 28936 members 
Entering Unmasked Estep 
Score: -5422475.000000 Penalty: 12747.077148
	Iteration 34Q: 3 clusters Score -5422475 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 28969 members 
Entering Unmasked Estep 
Score: -5422478.000000 Penalty: 12747.077148
	Iteration 35Q: 3 clusters Score -5422478 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 29002 members 
Entering Unmasked Estep 
Score: -5422477.000000 Penalty: 12747.077148
	Iteration 36Q: 3 clusters Score -5422477 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 29017 members 
Entering Unmasked Estep 
Score: -5422489.500000 Penalty: 12747.077148
	Iteration 37Q: 3 clusters Score -5422490 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 29034 members 
Entering Unmasked Estep 
Score: -5422493.500000 Penalty: 12747.077148
	Iteration 38Q: 3 clusters Score -5422494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 29048 members 
Entering Unmasked Estep 
Score: -5422505.000000 Penalty: 12747.077148
	Iteration 39Q: 3 clusters Score -5422505 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 29065 members 
Entering Unmasked Estep 
Score: -5422501.500000 Penalty: 12747.077148
	Iteration 40F: 3 clusters Score -5422502 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 29083 members 
Entering Unmasked Estep 
Score: -5422508.500000 Penalty: 12747.077148
	Iteration 41Q: 3 clusters Score -5422508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 29095 members 
Entering Unmasked Estep 
Score: -5422513.000000 Penalty: 12747.077148
	Iteration 42Q: 3 clusters Score -5422513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 29100 members 
Entering Unmasked Estep 
Score: -5422518.500000 Penalty: 12747.077148
	Iteration 43Q: 3 clusters Score -5422518 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 29117 members 
Entering Unmasked Estep 
Score: -5422510.500000 Penalty: 12747.077148
	Iteration 44Q: 3 clusters Score -5422510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 29133 members 
Entering Unmasked Estep 
Score: -5422520.500000 Penalty: 12747.077148
	Iteration 45Q: 3 clusters Score -5422520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 29139 members 
Entering Unmasked Estep 
Score: -5422518.000000 Penalty: 12747.077148
	Iteration 46Q: 3 clusters Score -5422518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 29149 members 
Entering Unmasked Estep 
Score: -5422520.000000 Penalty: 12747.077148
	Iteration 47Q: 3 clusters Score -5422520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 29162 members 
Entering Unmasked Estep 
Score: -5422519.000000 Penalty: 12747.077148
	Iteration 48Q: 3 clusters Score -5422519 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 29179 members 
Entering Unmasked Estep 
Score: -5422527.000000 Penalty: 12747.077148
	Iteration 49Q: 3 clusters Score -5422527 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 29200 members 
Entering Unmasked Estep 
Score: -5422554.500000 Penalty: 12747.077148
	Iteration 50Q: 3 clusters Score -5422554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 29214 members 
Entering Unmasked Estep 
Score: -5422558.500000 Penalty: 12747.077148
	Iteration 51Q: 3 clusters Score -5422558 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 29231 members 
Entering Unmasked Estep 
Score: -5422551.500000 Penalty: 12747.077148
	Iteration 52Q: 3 clusters Score -5422552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 29248 members 
Entering Unmasked Estep 
Score: -5422568.000000 Penalty: 12747.077148
	Iteration 53Q: 3 clusters Score -5422568 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 29262 members 
Entering Unmasked Estep 
Score: -5422577.500000 Penalty: 12747.077148
	Iteration 54Q: 3 clusters Score -5422578 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 29278 members 
Entering Unmasked Estep 
Score: -5422576.000000 Penalty: 12747.077148
	Iteration 55Q: 3 clusters Score -5422576 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 29295 members 
Entering Unmasked Estep 
Score: -5422574.000000 Penalty: 12747.077148
	Iteration 56Q: 3 clusters Score -5422574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 29307 members 
Entering Unmasked Estep 
Score: -5422566.000000 Penalty: 12747.077148
	Iteration 57Q: 3 clusters Score -5422566 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 29322 members 
Entering Unmasked Estep 
Score: -5422575.000000 Penalty: 12747.077148
	Iteration 58Q: 3 clusters Score -5422575 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 29342 members 
Entering Unmasked Estep 
Score: -5422577.500000 Penalty: 12747.077148
	Iteration 59Q: 3 clusters Score -5422578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 29353 members 
Entering Unmasked Estep 
Score: -5422570.000000 Penalty: 12747.077148
	Iteration 60F: 3 clusters Score -5422570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -5422572.000000 Penalty: 12747.077148
	Iteration 61Q: 3 clusters Score -5422572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 29377 members 
Entering Unmasked Estep 
Score: -5422578.500000 Penalty: 12747.077148
	Iteration 62Q: 3 clusters Score -5422578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 29381 members 
Entering Unmasked Estep 
Score: -5422584.500000 Penalty: 12747.077148
	Iteration 63Q: 3 clusters Score -5422584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 29392 members 
Entering Unmasked Estep 
Score: -5422589.500000 Penalty: 12747.077148
	Iteration 64Q: 3 clusters Score -5422590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 29401 members 
Entering Unmasked Estep 
Score: -5422581.000000 Penalty: 12747.077148
	Iteration 65Q: 3 clusters Score -5422581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 29408 members 
Entering Unmasked Estep 
Score: -5422583.500000 Penalty: 12747.077148
	Iteration 66Q: 3 clusters Score -5422584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 29415 members 
Entering Unmasked Estep 
Score: -5422592.500000 Penalty: 12747.077148
	Iteration 67Q: 3 clusters Score -5422592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 29416 members 
Entering Unmasked Estep 
Score: -5422592.000000 Penalty: 12747.077148
	Iteration 68Q: 3 clusters Score -5422592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 29416 members 
Entering Unmasked Estep 
Score: -5422592.000000 Penalty: 12747.077148
	Iteration 69F: 3 clusters Score -5422592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (24692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24692 members 
Entering Unmasked Estep 
Score: -4305388.500000 Penalty: 6194.968750
	Iteration 0F: 2 clusters Score -4305388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -4285914.500000 Penalty: 12389.937500
	Iteration 0F: 3 clusters Score -4285914 nChanged 10140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -4291126.000000 Penalty: 12389.937500
	Iteration 1F: 3 clusters Score -4291126 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -4291746.500000 Penalty: 12389.937500
	Iteration 2F: 3 clusters Score -4291746 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -4292209.000000 Penalty: 12389.937500
	Iteration 3Q: 3 clusters Score -4292209 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -4292607.500000 Penalty: 12389.937500
	Iteration 4Q: 3 clusters Score -4292608 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -4292914.000000 Penalty: 12389.937500
	Iteration 5Q: 3 clusters Score -4292914 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -4293188.000000 Penalty: 12389.937500
	Iteration 6Q: 3 clusters Score -4293188 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -4293512.500000 Penalty: 12389.937500
	Iteration 7Q: 3 clusters Score -4293512 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -4293852.500000 Penalty: 12389.937500
	Iteration 8Q: 3 clusters Score -4293852 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -4294262.500000 Penalty: 12389.937500
	Iteration 9Q: 3 clusters Score -4294262 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -4294753.000000 Penalty: 12389.937500
	Iteration 10Q: 3 clusters Score -4294753 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -4295394.000000 Penalty: 12389.937500
	Iteration 11Q: 3 clusters Score -4295394 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -4296165.000000 Penalty: 12389.937500
	Iteration 12Q: 3 clusters Score -4296165 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -4297036.500000 Penalty: 12389.937500
	Iteration 13Q: 3 clusters Score -4297036 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -4297907.500000 Penalty: 12389.937500
	Iteration 14Q: 3 clusters Score -4297908 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -4298585.500000 Penalty: 12389.937500
	Iteration 15Q: 3 clusters Score -4298586 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -4299069.000000 Penalty: 12389.937500
	Iteration 16Q: 3 clusters Score -4299069 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -4299356.500000 Penalty: 12389.937500
	Iteration 17Q: 3 clusters Score -4299356 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -4299527.500000 Penalty: 12389.937500
	Iteration 18Q: 3 clusters Score -4299528 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -4299653.500000 Penalty: 12389.937500
	Iteration 19Q: 3 clusters Score -4299654 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -4299732.500000 Penalty: 12389.937500
	Iteration 20F: 3 clusters Score -4299732 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -4299808.500000 Penalty: 12389.937500
	Iteration 21Q: 3 clusters Score -4299808 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -4299839.500000 Penalty: 12389.937500
	Iteration 22Q: 3 clusters Score -4299840 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -4299871.500000 Penalty: 12389.937500
	Iteration 23Q: 3 clusters Score -4299872 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 23909 members 
Entering Unmasked Estep 
Score: -4299897.000000 Penalty: 12389.937500
	Iteration 24Q: 3 clusters Score -4299897 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -4299920.000000 Penalty: 12389.937500
	Iteration 25Q: 3 clusters Score -4299920 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -4299944.500000 Penalty: 12389.937500
	Iteration 26Q: 3 clusters Score -4299944 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 23953 members 
Entering Unmasked Estep 
Score: -4299962.500000 Penalty: 12389.937500
	Iteration 27Q: 3 clusters Score -4299962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -4299967.000000 Penalty: 12389.937500
	Iteration 28Q: 3 clusters Score -4299967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -4299971.500000 Penalty: 12389.937500
	Iteration 29Q: 3 clusters Score -4299972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 23961 members 
Entering Unmasked Estep 
Score: -4299976.500000 Penalty: 12389.937500
	Iteration 30Q: 3 clusters Score -4299976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -4299976.500000 Penalty: 12389.937500
	Iteration 31Q: 3 clusters Score -4299976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -4299977.500000 Penalty: 12389.937500
	Iteration 32Q: 3 clusters Score -4299978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -4299978.000000 Penalty: 12389.937500
	Iteration 33Q: 3 clusters Score -4299978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -4299978.000000 Penalty: 12389.937500
	Iteration 34F: 3 clusters Score -4299978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Entering Unmasked Estep 
Score: -266541.781250 Penalty: 4546.935547
	Iteration 0F: 2 clusters Score -266541.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -261839.828125 Penalty: 9093.871094
	Iteration 0F: 3 clusters Score -261839.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -262512.093750 Penalty: 9093.871094
	Iteration 1F: 3 clusters Score -262512.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -262945.875000 Penalty: 9093.871094
	Iteration 2F: 3 clusters Score -262945.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -263288.062500 Penalty: 9093.871094
	Iteration 3Q: 3 clusters Score -263288.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -263485.062500 Penalty: 9093.871094
	Iteration 4Q: 3 clusters Score -263485.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -263607.718750 Penalty: 9093.871094
	Iteration 5Q: 3 clusters Score -263607.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -263671.562500 Penalty: 9093.871094
	Iteration 6Q: 3 clusters Score -263671.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -263711.937500 Penalty: 9093.871094
	Iteration 7Q: 3 clusters Score -263711.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -263742.343750 Penalty: 9093.871094
	Iteration 8Q: 3 clusters Score -263742.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -263773.781250 Penalty: 9093.871094
	Iteration 9Q: 3 clusters Score -263773.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -263794.500000 Penalty: 9093.871094
	Iteration 10Q: 3 clusters Score -263794.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -263817.250000 Penalty: 9093.871094
	Iteration 11Q: 3 clusters Score -263817.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -263837.750000 Penalty: 9093.871094
	Iteration 12Q: 3 clusters Score -263837.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -263852.875000 Penalty: 9093.871094
	Iteration 13Q: 3 clusters Score -263852.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -263865.156250 Penalty: 9093.871094
	Iteration 14Q: 3 clusters Score -263865.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -263870.781250 Penalty: 9093.871094
	Iteration 15Q: 3 clusters Score -263870.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -263885.468750 Penalty: 9093.871094
	Iteration 16Q: 3 clusters Score -263885.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -263896.031250 Penalty: 9093.871094
	Iteration 17Q: 3 clusters Score -263896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -263904.812500 Penalty: 9093.871094
	Iteration 18Q: 3 clusters Score -263904.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -263909.312500 Penalty: 9093.871094
	Iteration 19Q: 3 clusters Score -263909.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -263919.000000 Penalty: 9093.871094
	Iteration 20F: 3 clusters Score -263919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -263935.500000 Penalty: 9093.871094
	Iteration 21Q: 3 clusters Score -263935.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -263952.218750 Penalty: 9093.871094
	Iteration 22Q: 3 clusters Score -263952.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -263963.187500 Penalty: 9093.871094
	Iteration 23Q: 3 clusters Score -263963.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -263974.187500 Penalty: 9093.871094
	Iteration 24Q: 3 clusters Score -263974.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -263989.343750 Penalty: 9093.871094
	Iteration 25Q: 3 clusters Score -263989.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -264014.156250 Penalty: 9093.871094
	Iteration 26Q: 3 clusters Score -264014.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -264049.750000 Penalty: 9093.871094
	Iteration 27Q: 3 clusters Score -264049.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -264080.343750 Penalty: 9093.871094
	Iteration 28Q: 3 clusters Score -264080.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -264133.875000 Penalty: 9093.871094
	Iteration 29Q: 3 clusters Score -264133.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -264178.937500 Penalty: 9093.871094
	Iteration 30Q: 3 clusters Score -264178.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -264223.406250 Penalty: 9093.871094
	Iteration 31Q: 3 clusters Score -264223.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -264298.437500 Penalty: 9093.871094
	Iteration 32Q: 3 clusters Score -264298.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -264357.375000 Penalty: 9093.871094
	Iteration 33Q: 3 clusters Score -264357.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -264411.875000 Penalty: 9093.871094
	Iteration 34Q: 3 clusters Score -264411.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -264469.125000 Penalty: 9093.871094
	Iteration 35Q: 3 clusters Score -264469.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -264517.281250 Penalty: 9093.871094
	Iteration 36Q: 3 clusters Score -264517.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -264551.843750 Penalty: 9093.871094
	Iteration 37Q: 3 clusters Score -264551.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -264582.500000 Penalty: 9093.871094
	Iteration 38Q: 3 clusters Score -264582.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -264613.125000 Penalty: 9093.871094
	Iteration 39Q: 3 clusters Score -264613.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -264641.875000 Penalty: 9093.871094
	Iteration 40F: 3 clusters Score -264641.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -264658.562500 Penalty: 9093.871094
	Iteration 41Q: 3 clusters Score -264658.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -264678.656250 Penalty: 9093.871094
	Iteration 42Q: 3 clusters Score -264678.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -264692.843750 Penalty: 9093.871094
	Iteration 43Q: 3 clusters Score -264692.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -264708.312500 Penalty: 9093.871094
	Iteration 44Q: 3 clusters Score -264708.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -264729.312500 Penalty: 9093.871094
	Iteration 45Q: 3 clusters Score -264729.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -264745.218750 Penalty: 9093.871094
	Iteration 46Q: 3 clusters Score -264745.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -264769.718750 Penalty: 9093.871094
	Iteration 47Q: 3 clusters Score -264769.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -264784.312500 Penalty: 9093.871094
	Iteration 48Q: 3 clusters Score -264784.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -264798.968750 Penalty: 9093.871094
	Iteration 49Q: 3 clusters Score -264799 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -264857.812500 Penalty: 9093.871094
	Iteration 50Q: 3 clusters Score -264857.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -264879.281250 Penalty: 9093.871094
	Iteration 51Q: 3 clusters Score -264879.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -264893.031250 Penalty: 9093.871094
	Iteration 52Q: 3 clusters Score -264893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -264898.968750 Penalty: 9093.871094
	Iteration 53Q: 3 clusters Score -264899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -264904.250000 Penalty: 9093.871094
	Iteration 54Q: 3 clusters Score -264904.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -264906.656250 Penalty: 9093.871094
	Iteration 55Q: 3 clusters Score -264906.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -264909.000000 Penalty: 9093.871094
	Iteration 56Q: 3 clusters Score -264909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -264913.375000 Penalty: 9093.871094
	Iteration 57Q: 3 clusters Score -264913.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -264916.218750 Penalty: 9093.871094
	Iteration 58Q: 3 clusters Score -264916.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -264924.375000 Penalty: 9093.871094
	Iteration 59Q: 3 clusters Score -264924.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -264926.437500 Penalty: 9093.871094
	Iteration 60F: 3 clusters Score -264926.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -264933.937500 Penalty: 9093.871094
	Iteration 61Q: 3 clusters Score -264933.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -264941.187500 Penalty: 9093.871094
	Iteration 62Q: 3 clusters Score -264941.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -264952.218750 Penalty: 9093.871094
	Iteration 63Q: 3 clusters Score -264952.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -264966.343750 Penalty: 9093.871094
	Iteration 64Q: 3 clusters Score -264966.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -264969.093750 Penalty: 9093.871094
	Iteration 65Q: 3 clusters Score -264969.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -264972.062500 Penalty: 9093.871094
	Iteration 66Q: 3 clusters Score -264972.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -264974.687500 Penalty: 9093.871094
	Iteration 67Q: 3 clusters Score -264974.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -264974.687500 Penalty: 9093.871094
	Iteration 68F: 3 clusters Score -264974.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Entering Unmasked Estep 
Score: -3945787.000000 Penalty: 6145.495605
	Iteration 0F: 2 clusters Score -3945787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -3927578.000000 Penalty: 12290.991211
	Iteration 0F: 3 clusters Score -3927578 nChanged 9452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -3933023.750000 Penalty: 12290.991211
	Iteration 1F: 3 clusters Score -3933024 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -3934443.750000 Penalty: 12290.991211
	Iteration 2F: 3 clusters Score -3934444 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -3935699.000000 Penalty: 12290.991211
	Iteration 3F: 3 clusters Score -3935699 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -3936713.000000 Penalty: 12290.991211
	Iteration 4F: 3 clusters Score -3936713 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -3937613.000000 Penalty: 12290.991211
	Iteration 5F: 3 clusters Score -3937613 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -3938417.500000 Penalty: 12290.991211
	Iteration 6F: 3 clusters Score -3938418 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -3939225.000000 Penalty: 12290.991211
	Iteration 7F: 3 clusters Score -3939225 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -3939975.000000 Penalty: 12290.991211
	Iteration 8Q: 3 clusters Score -3939975 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -3940642.750000 Penalty: 12290.991211
	Iteration 9Q: 3 clusters Score -3940643 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -3941194.750000 Penalty: 12290.991211
	Iteration 10Q: 3 clusters Score -3941195 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -3941607.500000 Penalty: 12290.991211
	Iteration 11Q: 3 clusters Score -3941608 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -3941924.500000 Penalty: 12290.991211
	Iteration 12Q: 3 clusters Score -3941924 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -3942244.000000 Penalty: 12290.991211
	Iteration 13Q: 3 clusters Score -3942244 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -3942507.000000 Penalty: 12290.991211
	Iteration 14Q: 3 clusters Score -3942507 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -3942727.000000 Penalty: 12290.991211
	Iteration 15Q: 3 clusters Score -3942727 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -3942924.500000 Penalty: 12290.991211
	Iteration 16Q: 3 clusters Score -3942924 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -3943077.500000 Penalty: 12290.991211
	Iteration 17Q: 3 clusters Score -3943078 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -3943246.250000 Penalty: 12290.991211
	Iteration 18Q: 3 clusters Score -3943246 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -3943450.500000 Penalty: 12290.991211
	Iteration 19Q: 3 clusters Score -3943450 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -3943629.750000 Penalty: 12290.991211
	Iteration 20F: 3 clusters Score -3943630 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -3943765.000000 Penalty: 12290.991211
	Iteration 21Q: 3 clusters Score -3943765 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -3943835.250000 Penalty: 12290.991211
	Iteration 22Q: 3 clusters Score -3943835 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -3943884.000000 Penalty: 12290.991211
	Iteration 23Q: 3 clusters Score -3943884 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -3943913.250000 Penalty: 12290.991211
	Iteration 24Q: 3 clusters Score -3943913 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -3943935.500000 Penalty: 12290.991211
	Iteration 25Q: 3 clusters Score -3943936 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -3943956.500000 Penalty: 12290.991211
	Iteration 26Q: 3 clusters Score -3943956 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -3943954.000000 Penalty: 12290.991211
	Iteration 27Q: 3 clusters Score -3943954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -3943968.250000 Penalty: 12290.991211
	Iteration 28Q: 3 clusters Score -3943968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -3943970.750000 Penalty: 12290.991211
	Iteration 29Q: 3 clusters Score -3943971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -3943972.250000 Penalty: 12290.991211
	Iteration 30Q: 3 clusters Score -3943972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -3943980.000000 Penalty: 12290.991211
	Iteration 31Q: 3 clusters Score -3943980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -3943980.500000 Penalty: 12290.991211
	Iteration 32Q: 3 clusters Score -3943980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 21281 members 
Entering Unmasked Estep 
Score: -3943983.750000 Penalty: 12290.991211
	Iteration 33Q: 3 clusters Score -3943984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -3943983.000000 Penalty: 12290.991211
	Iteration 34Q: 3 clusters Score -3943983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -3943980.750000 Penalty: 12290.991211
	Iteration 35Q: 3 clusters Score -3943981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -3943980.750000 Penalty: 12290.991211
	Iteration 36F: 3 clusters Score -3943981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Entering Unmasked Estep 
Score: -204472.750000 Penalty: 4415.720703
	Iteration 0F: 2 clusters Score -204472.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -200108.750000 Penalty: 8831.441406
	Iteration 0F: 3 clusters Score -200108.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -200894.453125 Penalty: 8831.441406
	Iteration 1F: 3 clusters Score -200894.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -201591.140625 Penalty: 8831.441406
	Iteration 2F: 3 clusters Score -201591.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -202082.937500 Penalty: 8831.441406
	Iteration 3F: 3 clusters Score -202082.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -202432.515625 Penalty: 8831.441406
	Iteration 4F: 3 clusters Score -202432.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -202658.250000 Penalty: 8831.441406
	Iteration 5Q: 3 clusters Score -202658.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -202727.484375 Penalty: 8831.441406
	Iteration 6Q: 3 clusters Score -202727.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -202766.640625 Penalty: 8831.441406
	Iteration 7Q: 3 clusters Score -202766.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -202790.984375 Penalty: 8831.441406
	Iteration 8Q: 3 clusters Score -202791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -202810.359375 Penalty: 8831.441406
	Iteration 9Q: 3 clusters Score -202810.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -202840.000000 Penalty: 8831.441406
	Iteration 10Q: 3 clusters Score -202840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -202866.890625 Penalty: 8831.441406
	Iteration 11Q: 3 clusters Score -202866.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -202901.015625 Penalty: 8831.441406
	Iteration 12Q: 3 clusters Score -202901 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -202924.484375 Penalty: 8831.441406
	Iteration 13Q: 3 clusters Score -202924.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -202953.937500 Penalty: 8831.441406
	Iteration 14Q: 3 clusters Score -202953.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -203002.078125 Penalty: 8831.441406
	Iteration 15Q: 3 clusters Score -203002.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -203033.406250 Penalty: 8831.441406
	Iteration 16Q: 3 clusters Score -203033.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -203083.359375 Penalty: 8831.441406
	Iteration 17Q: 3 clusters Score -203083.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -203098.500000 Penalty: 8831.441406
	Iteration 18Q: 3 clusters Score -203098.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -203104.562500 Penalty: 8831.441406
	Iteration 19Q: 3 clusters Score -203104.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -203108.328125 Penalty: 8831.441406
	Iteration 20F: 3 clusters Score -203108.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -203109.671875 Penalty: 8831.441406
	Iteration 21Q: 3 clusters Score -203109.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -203109.671875 Penalty: 8831.441406
	Iteration 22F: 3 clusters Score -203109.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Entering Unmasked Estep 
Score: -141297.109375 Penalty: 4187.208984
	Iteration 0F: 2 clusters Score -141297.1 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 449 members 
Entering Unmasked Estep 
Score: -137487.765625 Penalty: 8374.417969
	Iteration 0F: 3 clusters Score -137487.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -137943.796875 Penalty: 8374.417969
	Iteration 1F: 3 clusters Score -137943.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -138418.906250 Penalty: 8374.417969
	Iteration 2F: 3 clusters Score -138418.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -138958.828125 Penalty: 8374.417969
	Iteration 3F: 3 clusters Score -138958.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -139363.468750 Penalty: 8374.417969
	Iteration 4F: 3 clusters Score -139363.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -139864.015625 Penalty: 8374.417969
	Iteration 5F: 3 clusters Score -139864 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -140208.859375 Penalty: 8374.417969
	Iteration 6Q: 3 clusters Score -140208.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -140374.828125 Penalty: 8374.417969
	Iteration 7Q: 3 clusters Score -140374.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -140551.937500 Penalty: 8374.417969
	Iteration 8Q: 3 clusters Score -140551.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -140659.484375 Penalty: 8374.417969
	Iteration 9Q: 3 clusters Score -140659.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -140726.562500 Penalty: 8374.417969
	Iteration 10Q: 3 clusters Score -140726.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -140748.046875 Penalty: 8374.417969
	Iteration 11Q: 3 clusters Score -140748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -140769.234375 Penalty: 8374.417969
	Iteration 12Q: 3 clusters Score -140769.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -140784.437500 Penalty: 8374.417969
	Iteration 13Q: 3 clusters Score -140784.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -140797.281250 Penalty: 8374.417969
	Iteration 14Q: 3 clusters Score -140797.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -140797.281250 Penalty: 8374.417969
	Iteration 15F: 3 clusters Score -140797.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (38618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38618 members 
Entering Unmasked Estep 
Score: -6527758.500000 Penalty: 6468.902832
	Iteration 0F: 2 clusters Score -6527758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -6499285.500000 Penalty: 12937.805664
	Iteration 0F: 3 clusters Score -6499286 nChanged 16739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
Score: -6507984.000000 Penalty: 12937.805664
	Iteration 1F: 3 clusters Score -6507984 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -6508774.500000 Penalty: 12937.805664
	Iteration 2F: 3 clusters Score -6508774 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -6509304.000000 Penalty: 12937.805664
	Iteration 3Q: 3 clusters Score -6509304 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -6509721.500000 Penalty: 12937.805664
	Iteration 4Q: 3 clusters Score -6509722 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -6510104.500000 Penalty: 12937.805664
	Iteration 5Q: 3 clusters Score -6510104 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -6510425.000000 Penalty: 12937.805664
	Iteration 6Q: 3 clusters Score -6510425 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -6510794.000000 Penalty: 12937.805664
	Iteration 7Q: 3 clusters Score -6510794 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -6511220.000000 Penalty: 12937.805664
	Iteration 8Q: 3 clusters Score -6511220 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -6511743.500000 Penalty: 12937.805664
	Iteration 9Q: 3 clusters Score -6511744 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -6512419.500000 Penalty: 12937.805664
	Iteration 10Q: 3 clusters Score -6512420 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -6513173.000000 Penalty: 12937.805664
	Iteration 11Q: 3 clusters Score -6513173 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -6514065.500000 Penalty: 12937.805664
	Iteration 12Q: 3 clusters Score -6514066 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -6515014.000000 Penalty: 12937.805664
	Iteration 13Q: 3 clusters Score -6515014 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -6515988.500000 Penalty: 12937.805664
	Iteration 14Q: 3 clusters Score -6515988 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -6516886.500000 Penalty: 12937.805664
	Iteration 15Q: 3 clusters Score -6516886 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -6517671.500000 Penalty: 12937.805664
	Iteration 16Q: 3 clusters Score -6517672 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 21336 members 
Entering Unmasked Estep 
Score: -6518313.000000 Penalty: 12937.805664
	Iteration 17Q: 3 clusters Score -6518313 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -6518796.000000 Penalty: 12937.805664
	Iteration 18Q: 3 clusters Score -6518796 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -6519184.500000 Penalty: 12937.805664
	Iteration 19Q: 3 clusters Score -6519184 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -6519531.500000 Penalty: 12937.805664
	Iteration 20F: 3 clusters Score -6519532 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -6519836.000000 Penalty: 12937.805664
	Iteration 21Q: 3 clusters Score -6519836 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
Score: -6520016.500000 Penalty: 12937.805664
	Iteration 22Q: 3 clusters Score -6520016 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -6520178.000000 Penalty: 12937.805664
	Iteration 23Q: 3 clusters Score -6520178 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -6520296.000000 Penalty: 12937.805664
	Iteration 24Q: 3 clusters Score -6520296 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
Score: -6520421.000000 Penalty: 12937.805664
	Iteration 25Q: 3 clusters Score -6520421 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 24595 members 
Entering Unmasked Estep 
Score: -6520545.500000 Penalty: 12937.805664
	Iteration 26Q: 3 clusters Score -6520546 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 24961 members 
Entering Unmasked Estep 
Score: -6520644.500000 Penalty: 12937.805664
	Iteration 27Q: 3 clusters Score -6520644 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 25300 members 
Entering Unmasked Estep 
Score: -6520719.500000 Penalty: 12937.805664
	Iteration 28Q: 3 clusters Score -6520720 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
Score: -6520818.500000 Penalty: 12937.805664
	Iteration 29Q: 3 clusters Score -6520818 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 25931 members 
Entering Unmasked Estep 
Score: -6520879.500000 Penalty: 12937.805664
	Iteration 30Q: 3 clusters Score -6520880 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -6520943.000000 Penalty: 12937.805664
	Iteration 31Q: 3 clusters Score -6520943 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 26472 members 
Entering Unmasked Estep 
Score: -6521017.000000 Penalty: 12937.805664
	Iteration 32Q: 3 clusters Score -6521017 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -6521081.500000 Penalty: 12937.805664
	Iteration 33Q: 3 clusters Score -6521082 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 26957 members 
Entering Unmasked Estep 
Score: -6521109.000000 Penalty: 12937.805664
	Iteration 34Q: 3 clusters Score -6521109 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 27177 members 
Entering Unmasked Estep 
Score: -6521163.500000 Penalty: 12937.805664
	Iteration 35Q: 3 clusters Score -6521164 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 27410 members 
Entering Unmasked Estep 
Score: -6521204.500000 Penalty: 12937.805664
	Iteration 36Q: 3 clusters Score -6521204 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 27646 members 
Entering Unmasked Estep 
Score: -6521253.000000 Penalty: 12937.805664
	Iteration 37Q: 3 clusters Score -6521253 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 27850 members 
Entering Unmasked Estep 
Score: -6521302.500000 Penalty: 12937.805664
	Iteration 38Q: 3 clusters Score -6521302 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 28070 members 
Entering Unmasked Estep 
Score: -6521372.000000 Penalty: 12937.805664
	Iteration 39Q: 3 clusters Score -6521372 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -6521420.000000 Penalty: 12937.805664
	Iteration 40F: 3 clusters Score -6521420 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 28470 members 
Entering Unmasked Estep 
Score: -6521470.000000 Penalty: 12937.805664
	Iteration 41Q: 3 clusters Score -6521470 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 28670 members 
Entering Unmasked Estep 
Score: -6521477.000000 Penalty: 12937.805664
	Iteration 42Q: 3 clusters Score -6521477 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 28849 members 
Entering Unmasked Estep 
Score: -6521515.500000 Penalty: 12937.805664
	Iteration 43Q: 3 clusters Score -6521516 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 29061 members 
Entering Unmasked Estep 
Score: -6521561.500000 Penalty: 12937.805664
	Iteration 44Q: 3 clusters Score -6521562 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 29273 members 
Entering Unmasked Estep 
Score: -6521618.000000 Penalty: 12937.805664
	Iteration 45Q: 3 clusters Score -6521618 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 29462 members 
Entering Unmasked Estep 
Score: -6521627.500000 Penalty: 12937.805664
	Iteration 46Q: 3 clusters Score -6521628 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 29651 members 
Entering Unmasked Estep 
Score: -6521683.000000 Penalty: 12937.805664
	Iteration 47Q: 3 clusters Score -6521683 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 29832 members 
Entering Unmasked Estep 
Score: -6521719.000000 Penalty: 12937.805664
	Iteration 48Q: 3 clusters Score -6521719 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 29988 members 
Entering Unmasked Estep 
Score: -6521750.500000 Penalty: 12937.805664
	Iteration 49Q: 3 clusters Score -6521750 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 30139 members 
Entering Unmasked Estep 
Score: -6521777.000000 Penalty: 12937.805664
	Iteration 50Q: 3 clusters Score -6521777 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 30279 members 
Entering Unmasked Estep 
Score: -6521771.500000 Penalty: 12937.805664
	Iteration 51Q: 3 clusters Score -6521772 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 30411 members 
Entering Unmasked Estep 
Score: -6521815.000000 Penalty: 12937.805664
	Iteration 52Q: 3 clusters Score -6521815 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 30537 members 
Entering Unmasked Estep 
Score: -6521863.000000 Penalty: 12937.805664
	Iteration 53Q: 3 clusters Score -6521863 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 30661 members 
Entering Unmasked Estep 
Score: -6521889.500000 Penalty: 12937.805664
	Iteration 54Q: 3 clusters Score -6521890 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 30775 members 
Entering Unmasked Estep 
Score: -6521929.000000 Penalty: 12937.805664
	Iteration 55Q: 3 clusters Score -6521929 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 30912 members 
Entering Unmasked Estep 
Score: -6521962.000000 Penalty: 12937.805664
	Iteration 56Q: 3 clusters Score -6521962 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 31033 members 
Entering Unmasked Estep 
Score: -6521987.000000 Penalty: 12937.805664
	Iteration 57Q: 3 clusters Score -6521987 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 31156 members 
Entering Unmasked Estep 
Score: -6522006.500000 Penalty: 12937.805664
	Iteration 58Q: 3 clusters Score -6522006 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 31271 members 
Entering Unmasked Estep 
Score: -6522011.500000 Penalty: 12937.805664
	Iteration 59Q: 3 clusters Score -6522012 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 31386 members 
Entering Unmasked Estep 
Score: -6522025.000000 Penalty: 12937.805664
	Iteration 60F: 3 clusters Score -6522025 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 31482 members 
Entering Unmasked Estep 
Score: -6522067.500000 Penalty: 12937.805664
	Iteration 61Q: 3 clusters Score -6522068 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 31569 members 
Entering Unmasked Estep 
Score: -6522099.000000 Penalty: 12937.805664
	Iteration 62Q: 3 clusters Score -6522099 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 31668 members 
Entering Unmasked Estep 
Score: -6522095.000000 Penalty: 12937.805664
	Iteration 63Q: 3 clusters Score -6522095 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 31768 members 
Entering Unmasked Estep 
Score: -6522135.000000 Penalty: 12937.805664
	Iteration 64Q: 3 clusters Score -6522135 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 31871 members 
Entering Unmasked Estep 
Score: -6522173.000000 Penalty: 12937.805664
	Iteration 65Q: 3 clusters Score -6522173 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 31950 members 
Entering Unmasked Estep 
Score: -6522203.000000 Penalty: 12937.805664
	Iteration 66Q: 3 clusters Score -6522203 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 32033 members 
Entering Unmasked Estep 
Score: -6522216.000000 Penalty: 12937.805664
	Iteration 67Q: 3 clusters Score -6522216 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 32103 members 
Entering Unmasked Estep 
Score: -6522234.500000 Penalty: 12937.805664
	Iteration 68Q: 3 clusters Score -6522234 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 32177 members 
Entering Unmasked Estep 
Score: -6522236.000000 Penalty: 12937.805664
	Iteration 69Q: 3 clusters Score -6522236 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 32262 members 
Entering Unmasked Estep 
Score: -6522267.000000 Penalty: 12937.805664
	Iteration 70Q: 3 clusters Score -6522267 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 32335 members 
Entering Unmasked Estep 
Score: -6522288.000000 Penalty: 12937.805664
	Iteration 71Q: 3 clusters Score -6522288 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 32395 members 
Entering Unmasked Estep 
Score: -6522289.000000 Penalty: 12937.805664
	Iteration 72Q: 3 clusters Score -6522289 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 32466 members 
Entering Unmasked Estep 
Score: -6522311.500000 Penalty: 12937.805664
	Iteration 73Q: 3 clusters Score -6522312 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 32529 members 
Entering Unmasked Estep 
Score: -6522313.500000 Penalty: 12937.805664
	Iteration 74Q: 3 clusters Score -6522314 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 32573 members 
Entering Unmasked Estep 
Score: -6522322.000000 Penalty: 12937.805664
	Iteration 75Q: 3 clusters Score -6522322 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 32621 members 
Entering Unmasked Estep 
Score: -6522328.500000 Penalty: 12937.805664
	Iteration 76Q: 3 clusters Score -6522328 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 32659 members 
Entering Unmasked Estep 
Score: -6522339.500000 Penalty: 12937.805664
	Iteration 77Q: 3 clusters Score -6522340 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 32703 members 
Entering Unmasked Estep 
Score: -6522353.500000 Penalty: 12937.805664
	Iteration 78Q: 3 clusters Score -6522354 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 32758 members 
Entering Unmasked Estep 
Score: -6522372.000000 Penalty: 12937.805664
	Iteration 79Q: 3 clusters Score -6522372 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 32800 members 
Entering Unmasked Estep 
Score: -6522383.000000 Penalty: 12937.805664
	Iteration 80F: 3 clusters Score -6522383 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 32847 members 
Entering Unmasked Estep 
Score: -6522402.000000 Penalty: 12937.805664
	Iteration 81Q: 3 clusters Score -6522402 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 32891 members 
Entering Unmasked Estep 
Score: -6522415.000000 Penalty: 12937.805664
	Iteration 82Q: 3 clusters Score -6522415 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 32932 members 
Entering Unmasked Estep 
Score: -6522413.500000 Penalty: 12937.805664
	Iteration 83Q: 3 clusters Score -6522414 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 32963 members 
Entering Unmasked Estep 
Score: -6522422.000000 Penalty: 12937.805664
	Iteration 84Q: 3 clusters Score -6522422 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 32991 members 
Entering Unmasked Estep 
Score: -6522427.000000 Penalty: 12937.805664
	Iteration 85Q: 3 clusters Score -6522427 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 33023 members 
Entering Unmasked Estep 
Score: -6522430.500000 Penalty: 12937.805664
	Iteration 86Q: 3 clusters Score -6522430 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 33049 members 
Entering Unmasked Estep 
Score: -6522448.500000 Penalty: 12937.805664
	Iteration 87Q: 3 clusters Score -6522448 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 33082 members 
Entering Unmasked Estep 
Score: -6522442.000000 Penalty: 12937.805664
	Iteration 88Q: 3 clusters Score -6522442 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 33124 members 
Entering Unmasked Estep 
Score: -6522439.500000 Penalty: 12937.805664
	Iteration 89Q: 3 clusters Score -6522440 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 33163 members 
Entering Unmasked Estep 
Score: -6522438.500000 Penalty: 12937.805664
	Iteration 90Q: 3 clusters Score -6522438 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 33187 members 
Entering Unmasked Estep 
Score: -6522452.500000 Penalty: 12937.805664
	Iteration 91Q: 3 clusters Score -6522452 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 33208 members 
Entering Unmasked Estep 
Score: -6522457.000000 Penalty: 12937.805664
	Iteration 92Q: 3 clusters Score -6522457 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 33236 members 
Entering Unmasked Estep 
Score: -6522462.500000 Penalty: 12937.805664
	Iteration 93Q: 3 clusters Score -6522462 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 33257 members 
Entering Unmasked Estep 
Score: -6522462.000000 Penalty: 12937.805664
	Iteration 94Q: 3 clusters Score -6522462 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 33273 members 
Entering Unmasked Estep 
Score: -6522465.500000 Penalty: 12937.805664
	Iteration 95Q: 3 clusters Score -6522466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 33286 members 
Entering Unmasked Estep 
Score: -6522461.000000 Penalty: 12937.805664
	Iteration 96Q: 3 clusters Score -6522461 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 33306 members 
Entering Unmasked Estep 
Score: -6522471.000000 Penalty: 12937.805664
	Iteration 97Q: 3 clusters Score -6522471 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 33317 members 
Entering Unmasked Estep 
Score: -6522459.000000 Penalty: 12937.805664
	Iteration 98Q: 3 clusters Score -6522459 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 33338 members 
Entering Unmasked Estep 
Score: -6522472.000000 Penalty: 12937.805664
	Iteration 99Q: 3 clusters Score -6522472 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 33354 members 
Entering Unmasked Estep 
Score: -6522484.500000 Penalty: 12937.805664
	Iteration 100F: 3 clusters Score -6522484 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 33376 members 
Entering Unmasked Estep 
Score: -6522492.000000 Penalty: 12937.805664
	Iteration 101Q: 3 clusters Score -6522492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 33391 members 
Entering Unmasked Estep 
Score: -6522495.000000 Penalty: 12937.805664
	Iteration 102Q: 3 clusters Score -6522495 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 33404 members 
Entering Unmasked Estep 
Score: -6522493.500000 Penalty: 12937.805664
	Iteration 103Q: 3 clusters Score -6522494 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 33418 members 
Entering Unmasked Estep 
Score: -6522503.500000 Penalty: 12937.805664
	Iteration 104Q: 3 clusters Score -6522504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 33428 members 
Entering Unmasked Estep 
Score: -6522509.500000 Penalty: 12937.805664
	Iteration 105Q: 3 clusters Score -6522510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 33436 members 
Entering Unmasked Estep 
Score: -6522507.000000 Penalty: 12937.805664
	Iteration 106Q: 3 clusters Score -6522507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 33445 members 
Entering Unmasked Estep 
Score: -6522508.000000 Penalty: 12937.805664
	Iteration 107Q: 3 clusters Score -6522508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 33453 members 
Entering Unmasked Estep 
Score: -6522512.000000 Penalty: 12937.805664
	Iteration 108Q: 3 clusters Score -6522512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 33461 members 
Entering Unmasked Estep 
Score: -6522495.000000 Penalty: 12937.805664
	Iteration 109Q: 3 clusters Score -6522495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 33466 members 
Entering Unmasked Estep 
Score: -6522493.000000 Penalty: 12937.805664
	Iteration 110Q: 3 clusters Score -6522493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 33471 members 
Entering Unmasked Estep 
Score: -6522500.000000 Penalty: 12937.805664
	Iteration 111Q: 3 clusters Score -6522500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 33481 members 
Entering Unmasked Estep 
Score: -6522510.500000 Penalty: 12937.805664
	Iteration 112Q: 3 clusters Score -6522510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 33491 members 
Entering Unmasked Estep 
Score: -6522523.000000 Penalty: 12937.805664
	Iteration 113Q: 3 clusters Score -6522523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 33498 members 
Entering Unmasked Estep 
Score: -6522530.500000 Penalty: 12937.805664
	Iteration 114Q: 3 clusters Score -6522530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 33510 members 
Entering Unmasked Estep 
Score: -6522528.500000 Penalty: 12937.805664
	Iteration 115Q: 3 clusters Score -6522528 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 33527 members 
Entering Unmasked Estep 
Score: -6522523.000000 Penalty: 12937.805664
	Iteration 116Q: 3 clusters Score -6522523 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 33549 members 
Entering Unmasked Estep 
Score: -6522529.000000 Penalty: 12937.805664
	Iteration 117Q: 3 clusters Score -6522529 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 33567 members 
Entering Unmasked Estep 
Score: -6522541.000000 Penalty: 12937.805664
	Iteration 118Q: 3 clusters Score -6522541 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 33580 members 
Entering Unmasked Estep 
Score: -6522533.500000 Penalty: 12937.805664
	Iteration 119Q: 3 clusters Score -6522534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 33589 members 
Entering Unmasked Estep 
Score: -6522528.000000 Penalty: 12937.805664
	Iteration 120F: 3 clusters Score -6522528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 33598 members 
Entering Unmasked Estep 
Score: -6522527.000000 Penalty: 12937.805664
	Iteration 121Q: 3 clusters Score -6522527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 33602 members 
Entering Unmasked Estep 
Score: -6522530.500000 Penalty: 12937.805664
	Iteration 122Q: 3 clusters Score -6522530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 33607 members 
Entering Unmasked Estep 
Score: -6522527.500000 Penalty: 12937.805664
	Iteration 123Q: 3 clusters Score -6522528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 33612 members 
Entering Unmasked Estep 
Score: -6522529.000000 Penalty: 12937.805664
	Iteration 124Q: 3 clusters Score -6522529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 33618 members 
Entering Unmasked Estep 
Score: -6522527.000000 Penalty: 12937.805664
	Iteration 125Q: 3 clusters Score -6522527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 33623 members 
Entering Unmasked Estep 
Score: -6522525.000000 Penalty: 12937.805664
	Iteration 126Q: 3 clusters Score -6522525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 33624 members 
Entering Unmasked Estep 
Score: -6522524.000000 Penalty: 12937.805664
	Iteration 127Q: 3 clusters Score -6522524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 33625 members 
Entering Unmasked Estep 
Score: -6522530.000000 Penalty: 12937.805664
	Iteration 128Q: 3 clusters Score -6522530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 33626 members 
Entering Unmasked Estep 
Score: -6522525.500000 Penalty: 12937.805664
	Iteration 129Q: 3 clusters Score -6522526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 33627 members 
Entering Unmasked Estep 
Score: -6522531.000000 Penalty: 12937.805664
	Iteration 130Q: 3 clusters Score -6522531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 33627 members 
Entering Unmasked Estep 
Score: -6522531.000000 Penalty: 12937.805664
	Iteration 131F: 3 clusters Score -6522531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (350470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350470 members 
Entering Unmasked Estep 
Score: -60262452.000000 Penalty: 7819.806152
	Iteration 0F: 2 clusters Score -6.026245e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174862 members 
Mstep: Class 2 contains 175608 members 
Entering Unmasked Estep 
Score: -60041692.000000 Penalty: 15639.612305
	Iteration 0F: 3 clusters Score -6.004169e+07 nChanged 167282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171402 members 
Mstep: Class 2 contains 179068 members 
Entering Unmasked Estep 
Score: -60140600.000000 Penalty: 15639.612305
	Iteration 1F: 3 clusters Score -6.01406e+07 nChanged 10612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169254 members 
Mstep: Class 2 contains 181216 members 
Entering Unmasked Estep 
Score: -60142664.000000 Penalty: 15639.612305
	Iteration 2Q: 3 clusters Score -6.014266e+07 nChanged 11400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165932 members 
Mstep: Class 2 contains 184538 members 
Entering Unmasked Estep 
Score: -60146040.000000 Penalty: 15639.612305
	Iteration 3Q: 3 clusters Score -6.014604e+07 nChanged 12880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161188 members 
Mstep: Class 2 contains 189282 members 
Entering Unmasked Estep 
Score: -60150232.000000 Penalty: 15639.612305
	Iteration 4Q: 3 clusters Score -6.015023e+07 nChanged 15170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154602 members 
Mstep: Class 2 contains 195868 members 
Entering Unmasked Estep 
Score: -60155980.000000 Penalty: 15639.612305
	Iteration 5Q: 3 clusters Score -6.015598e+07 nChanged 17700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145680 members 
Mstep: Class 2 contains 204790 members 
Entering Unmasked Estep 
Score: -60164772.000000 Penalty: 15639.612305
	Iteration 6F: 3 clusters Score -6.016477e+07 nChanged 20558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134378 members 
Mstep: Class 2 contains 216092 members 
Entering Unmasked Estep 
Score: -60177232.000000 Penalty: 15639.612305
	Iteration 7F: 3 clusters Score -6.017723e+07 nChanged 22025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121935 members 
Mstep: Class 2 contains 228535 members 
Entering Unmasked Estep 
Score: -60190884.000000 Penalty: 15639.612305
	Iteration 8F: 3 clusters Score -6.019088e+07 nChanged 21101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110296 members 
Mstep: Class 2 contains 240174 members 
Entering Unmasked Estep 
Score: -60203184.000000 Penalty: 15639.612305
	Iteration 9F: 3 clusters Score -6.020318e+07 nChanged 18360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100838 members 
Mstep: Class 2 contains 249632 members 
Entering Unmasked Estep 
Score: -60212776.000000 Penalty: 15639.612305
	Iteration 10F: 3 clusters Score -6.021278e+07 nChanged 14840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94432 members 
Mstep: Class 2 contains 256038 members 
Entering Unmasked Estep 
Score: -60219100.000000 Penalty: 15639.612305
	Iteration 11Q: 3 clusters Score -6.02191e+07 nChanged 11524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90306 members 
Mstep: Class 2 contains 260164 members 
Entering Unmasked Estep 
Score: -60223080.000000 Penalty: 15639.612305
	Iteration 12Q: 3 clusters Score -6.022308e+07 nChanged 8642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87800 members 
Mstep: Class 2 contains 262670 members 
Entering Unmasked Estep 
Score: -60225276.000000 Penalty: 15639.612305
	Iteration 13Q: 3 clusters Score -6.022528e+07 nChanged 6367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86131 members 
Mstep: Class 2 contains 264339 members 
Entering Unmasked Estep 
Score: -60226628.000000 Penalty: 15639.612305
	Iteration 14Q: 3 clusters Score -6.022663e+07 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84830 members 
Mstep: Class 2 contains 265640 members 
Entering Unmasked Estep 
Score: -60227304.000000 Penalty: 15639.612305
	Iteration 15Q: 3 clusters Score -6.02273e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83869 members 
Mstep: Class 2 contains 266601 members 
Entering Unmasked Estep 
Score: -60227604.000000 Penalty: 15639.612305
	Iteration 16Q: 3 clusters Score -6.02276e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83083 members 
Mstep: Class 2 contains 267387 members 
Entering Unmasked Estep 
Score: -60227916.000000 Penalty: 15639.612305
	Iteration 17Q: 3 clusters Score -6.022792e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82429 members 
Mstep: Class 2 contains 268041 members 
Entering Unmasked Estep 
Score: -60228276.000000 Penalty: 15639.612305
	Iteration 18Q: 3 clusters Score -6.022828e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81855 members 
Mstep: Class 2 contains 268615 members 
Entering Unmasked Estep 
Score: -60228608.000000 Penalty: 15639.612305
	Iteration 19Q: 3 clusters Score -6.022861e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81235 members 
Mstep: Class 2 contains 269235 members 
Entering Unmasked Estep 
Score: -60228664.000000 Penalty: 15639.612305
	Iteration 20F: 3 clusters Score -6.022866e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80605 members 
Mstep: Class 2 contains 269865 members 
Entering Unmasked Estep 
Score: -60228804.000000 Penalty: 15639.612305
	Iteration 21Q: 3 clusters Score -6.02288e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79966 members 
Mstep: Class 2 contains 270504 members 
Entering Unmasked Estep 
Score: -60229004.000000 Penalty: 15639.612305
	Iteration 22Q: 3 clusters Score -6.0229e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79409 members 
Mstep: Class 2 contains 271061 members 
Entering Unmasked Estep 
Score: -60229196.000000 Penalty: 15639.612305
	Iteration 23Q: 3 clusters Score -6.02292e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78912 members 
Mstep: Class 2 contains 271558 members 
Entering Unmasked Estep 
Score: -60229340.000000 Penalty: 15639.612305
	Iteration 24Q: 3 clusters Score -6.022934e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78434 members 
Mstep: Class 2 contains 272036 members 
Entering Unmasked Estep 
Score: -60229328.000000 Penalty: 15639.612305
	Iteration 25Q: 3 clusters Score -6.022933e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77963 members 
Mstep: Class 2 contains 272507 members 
Entering Unmasked Estep 
Score: -60229460.000000 Penalty: 15639.612305
	Iteration 26Q: 3 clusters Score -6.022946e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77467 members 
Mstep: Class 2 contains 273003 members 
Entering Unmasked Estep 
Score: -60229524.000000 Penalty: 15639.612305
	Iteration 27Q: 3 clusters Score -6.022952e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76954 members 
Mstep: Class 2 contains 273516 members 
Entering Unmasked Estep 
Score: -60229768.000000 Penalty: 15639.612305
	Iteration 28Q: 3 clusters Score -6.022977e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76406 members 
Mstep: Class 2 contains 274064 members 
Entering Unmasked Estep 
Score: -60230064.000000 Penalty: 15639.612305
	Iteration 29Q: 3 clusters Score -6.023006e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75888 members 
Mstep: Class 2 contains 274582 members 
Entering Unmasked Estep 
Score: -60230240.000000 Penalty: 15639.612305
	Iteration 30Q: 3 clusters Score -6.023024e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75399 members 
Mstep: Class 2 contains 275071 members 
Entering Unmasked Estep 
Score: -60230500.000000 Penalty: 15639.612305
	Iteration 31Q: 3 clusters Score -6.02305e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74924 members 
Mstep: Class 2 contains 275546 members 
Entering Unmasked Estep 
Score: -60230636.000000 Penalty: 15639.612305
	Iteration 32Q: 3 clusters Score -6.023064e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74425 members 
Mstep: Class 2 contains 276045 members 
Entering Unmasked Estep 
Score: -60230732.000000 Penalty: 15639.612305
	Iteration 33Q: 3 clusters Score -6.023073e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73936 members 
Mstep: Class 2 contains 276534 members 
Entering Unmasked Estep 
Score: -60230836.000000 Penalty: 15639.612305
	Iteration 34Q: 3 clusters Score -6.023084e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73417 members 
Mstep: Class 2 contains 277053 members 
Entering Unmasked Estep 
Score: -60231168.000000 Penalty: 15639.612305
	Iteration 35Q: 3 clusters Score -6.023117e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72866 members 
Mstep: Class 2 contains 277604 members 
Entering Unmasked Estep 
Score: -60231268.000000 Penalty: 15639.612305
	Iteration 36Q: 3 clusters Score -6.023127e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72318 members 
Mstep: Class 2 contains 278152 members 
Entering Unmasked Estep 
Score: -60231408.000000 Penalty: 15639.612305
	Iteration 37Q: 3 clusters Score -6.023141e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71795 members 
Mstep: Class 2 contains 278675 members 
Entering Unmasked Estep 
Score: -60231588.000000 Penalty: 15639.612305
	Iteration 38Q: 3 clusters Score -6.023159e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71258 members 
Mstep: Class 2 contains 279212 members 
Entering Unmasked Estep 
Score: -60231696.000000 Penalty: 15639.612305
	Iteration 39Q: 3 clusters Score -6.02317e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70703 members 
Mstep: Class 2 contains 279767 members 
Entering Unmasked Estep 
Score: -60231768.000000 Penalty: 15639.612305
	Iteration 40F: 3 clusters Score -6.023177e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70098 members 
Mstep: Class 2 contains 280372 members 
Entering Unmasked Estep 
Score: -60231892.000000 Penalty: 15639.612305
	Iteration 41Q: 3 clusters Score -6.023189e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69493 members 
Mstep: Class 2 contains 280977 members 
Entering Unmasked Estep 
Score: -60232232.000000 Penalty: 15639.612305
	Iteration 42Q: 3 clusters Score -6.023223e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68878 members 
Mstep: Class 2 contains 281592 members 
Entering Unmasked Estep 
Score: -60232364.000000 Penalty: 15639.612305
	Iteration 43Q: 3 clusters Score -6.023236e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68259 members 
Mstep: Class 2 contains 282211 members 
Entering Unmasked Estep 
Score: -60232688.000000 Penalty: 15639.612305
	Iteration 44Q: 3 clusters Score -6.023269e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67573 members 
Mstep: Class 2 contains 282897 members 
Entering Unmasked Estep 
Score: -60232872.000000 Penalty: 15639.612305
	Iteration 45Q: 3 clusters Score -6.023287e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66906 members 
Mstep: Class 2 contains 283564 members 
Entering Unmasked Estep 
Score: -60233212.000000 Penalty: 15639.612305
	Iteration 46Q: 3 clusters Score -6.023321e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66193 members 
Mstep: Class 2 contains 284277 members 
Entering Unmasked Estep 
Score: -60233384.000000 Penalty: 15639.612305
	Iteration 47Q: 3 clusters Score -6.023338e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65391 members 
Mstep: Class 2 contains 285079 members 
Entering Unmasked Estep 
Score: -60233608.000000 Penalty: 15639.612305
	Iteration 48Q: 3 clusters Score -6.023361e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64579 members 
Mstep: Class 2 contains 285891 members 
Entering Unmasked Estep 
Score: -60233784.000000 Penalty: 15639.612305
	Iteration 49Q: 3 clusters Score -6.023378e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63822 members 
Mstep: Class 2 contains 286648 members 
Entering Unmasked Estep 
Score: -60233940.000000 Penalty: 15639.612305
	Iteration 50Q: 3 clusters Score -6.023394e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63021 members 
Mstep: Class 2 contains 287449 members 
Entering Unmasked Estep 
Score: -60234152.000000 Penalty: 15639.612305
	Iteration 51Q: 3 clusters Score -6.023415e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62207 members 
Mstep: Class 2 contains 288263 members 
Entering Unmasked Estep 
Score: -60234384.000000 Penalty: 15639.612305
	Iteration 52Q: 3 clusters Score -6.023438e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61363 members 
Mstep: Class 2 contains 289107 members 
Entering Unmasked Estep 
Score: -60234572.000000 Penalty: 15639.612305
	Iteration 53Q: 3 clusters Score -6.023457e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60533 members 
Mstep: Class 2 contains 289937 members 
Entering Unmasked Estep 
Score: -60234720.000000 Penalty: 15639.612305
	Iteration 54Q: 3 clusters Score -6.023472e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59713 members 
Mstep: Class 2 contains 290757 members 
Entering Unmasked Estep 
Score: -60235008.000000 Penalty: 15639.612305
	Iteration 55Q: 3 clusters Score -6.023501e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58820 members 
Mstep: Class 2 contains 291650 members 
Entering Unmasked Estep 
Score: -60235228.000000 Penalty: 15639.612305
	Iteration 56Q: 3 clusters Score -6.023523e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57872 members 
Mstep: Class 2 contains 292598 members 
Entering Unmasked Estep 
Score: -60235560.000000 Penalty: 15639.612305
	Iteration 57Q: 3 clusters Score -6.023556e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56886 members 
Mstep: Class 2 contains 293584 members 
Entering Unmasked Estep 
Score: -60235796.000000 Penalty: 15639.612305
	Iteration 58Q: 3 clusters Score -6.02358e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55916 members 
Mstep: Class 2 contains 294554 members 
Entering Unmasked Estep 
Score: -60236032.000000 Penalty: 15639.612305
	Iteration 59Q: 3 clusters Score -6.023603e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54918 members 
Mstep: Class 2 contains 295552 members 
Entering Unmasked Estep 
Score: -60236164.000000 Penalty: 15639.612305
	Iteration 60F: 3 clusters Score -6.023616e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53893 members 
Mstep: Class 2 contains 296577 members 
Entering Unmasked Estep 
Score: -60236364.000000 Penalty: 15639.612305
	Iteration 61Q: 3 clusters Score -6.023636e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52833 members 
Mstep: Class 2 contains 297637 members 
Entering Unmasked Estep 
Score: -60236696.000000 Penalty: 15639.612305
	Iteration 62Q: 3 clusters Score -6.02367e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51749 members 
Mstep: Class 2 contains 298721 members 
Entering Unmasked Estep 
Score: -60237032.000000 Penalty: 15639.612305
	Iteration 63Q: 3 clusters Score -6.023703e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50617 members 
Mstep: Class 2 contains 299853 members 
Entering Unmasked Estep 
Score: -60237324.000000 Penalty: 15639.612305
	Iteration 64Q: 3 clusters Score -6.023732e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49465 members 
Mstep: Class 2 contains 301005 members 
Entering Unmasked Estep 
Score: -60237672.000000 Penalty: 15639.612305
	Iteration 65Q: 3 clusters Score -6.023767e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48265 members 
Mstep: Class 2 contains 302205 members 
Entering Unmasked Estep 
Score: -60238044.000000 Penalty: 15639.612305
	Iteration 66Q: 3 clusters Score -6.023804e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47038 members 
Mstep: Class 2 contains 303432 members 
Entering Unmasked Estep 
Score: -60238420.000000 Penalty: 15639.612305
	Iteration 67Q: 3 clusters Score -6.023842e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45844 members 
Mstep: Class 2 contains 304626 members 
Entering Unmasked Estep 
Score: -60238944.000000 Penalty: 15639.612305
	Iteration 68Q: 3 clusters Score -6.023894e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44557 members 
Mstep: Class 2 contains 305913 members 
Entering Unmasked Estep 
Score: -60239224.000000 Penalty: 15639.612305
	Iteration 69Q: 3 clusters Score -6.023922e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43197 members 
Mstep: Class 2 contains 307273 members 
Entering Unmasked Estep 
Score: -60239580.000000 Penalty: 15639.612305
	Iteration 70Q: 3 clusters Score -6.023958e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41842 members 
Mstep: Class 2 contains 308628 members 
Entering Unmasked Estep 
Score: -60240080.000000 Penalty: 15639.612305
	Iteration 71Q: 3 clusters Score -6.024008e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40531 members 
Mstep: Class 2 contains 309939 members 
Entering Unmasked Estep 
Score: -60240416.000000 Penalty: 15639.612305
	Iteration 72Q: 3 clusters Score -6.024042e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39299 members 
Mstep: Class 2 contains 311171 members 
Entering Unmasked Estep 
Score: -60240764.000000 Penalty: 15639.612305
	Iteration 73Q: 3 clusters Score -6.024076e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37985 members 
Mstep: Class 2 contains 312485 members 
Entering Unmasked Estep 
Score: -60241188.000000 Penalty: 15639.612305
	Iteration 74Q: 3 clusters Score -6.024119e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36661 members 
Mstep: Class 2 contains 313809 members 
Entering Unmasked Estep 
Score: -60241776.000000 Penalty: 15639.612305
	Iteration 75Q: 3 clusters Score -6.024178e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35316 members 
Mstep: Class 2 contains 315154 members 
Entering Unmasked Estep 
Score: -60242288.000000 Penalty: 15639.612305
	Iteration 76Q: 3 clusters Score -6.024229e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33896 members 
Mstep: Class 2 contains 316574 members 
Entering Unmasked Estep 
Score: -60242792.000000 Penalty: 15639.612305
	Iteration 77Q: 3 clusters Score -6.024279e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32526 members 
Mstep: Class 2 contains 317944 members 
Entering Unmasked Estep 
Score: -60243316.000000 Penalty: 15639.612305
	Iteration 78Q: 3 clusters Score -6.024332e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31169 members 
Mstep: Class 2 contains 319301 members 
Entering Unmasked Estep 
Score: -60243948.000000 Penalty: 15639.612305
	Iteration 79Q: 3 clusters Score -6.024395e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29819 members 
Mstep: Class 2 contains 320651 members 
Entering Unmasked Estep 
Score: -60244752.000000 Penalty: 15639.612305
	Iteration 80F: 3 clusters Score -6.024475e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28471 members 
Mstep: Class 2 contains 321999 members 
Entering Unmasked Estep 
Score: -60245368.000000 Penalty: 15639.612305
	Iteration 81Q: 3 clusters Score -6.024537e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27106 members 
Mstep: Class 2 contains 323364 members 
Entering Unmasked Estep 
Score: -60246124.000000 Penalty: 15639.612305
	Iteration 82Q: 3 clusters Score -6.024612e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 324777 members 
Entering Unmasked Estep 
Score: -60246776.000000 Penalty: 15639.612305
	Iteration 83Q: 3 clusters Score -6.024678e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24229 members 
Mstep: Class 2 contains 326241 members 
Entering Unmasked Estep 
Score: -60247736.000000 Penalty: 15639.612305
	Iteration 84Q: 3 clusters Score -6.024774e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 327656 members 
Entering Unmasked Estep 
Score: -60248656.000000 Penalty: 15639.612305
	Iteration 85Q: 3 clusters Score -6.024866e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 328970 members 
Entering Unmasked Estep 
Score: -60249400.000000 Penalty: 15639.612305
	Iteration 86Q: 3 clusters Score -6.02494e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 330224 members 
Entering Unmasked Estep 
Score: -60250096.000000 Penalty: 15639.612305
	Iteration 87Q: 3 clusters Score -6.02501e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 331378 members 
Entering Unmasked Estep 
Score: -60250684.000000 Penalty: 15639.612305
	Iteration 88Q: 3 clusters Score -6.025068e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 332443 members 
Entering Unmasked Estep 
Score: -60251240.000000 Penalty: 15639.612305
	Iteration 89Q: 3 clusters Score -6.025124e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 333357 members 
Entering Unmasked Estep 
Score: -60251688.000000 Penalty: 15639.612305
	Iteration 90Q: 3 clusters Score -6.025169e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 334224 members 
Entering Unmasked Estep 
Score: -60252128.000000 Penalty: 15639.612305
	Iteration 91Q: 3 clusters Score -6.025213e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 335027 members 
Entering Unmasked Estep 
Score: -60252444.000000 Penalty: 15639.612305
	Iteration 92Q: 3 clusters Score -6.025244e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 335747 members 
Entering Unmasked Estep 
Score: -60252980.000000 Penalty: 15639.612305
	Iteration 93Q: 3 clusters Score -6.025298e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 336431 members 
Entering Unmasked Estep 
Score: -60253124.000000 Penalty: 15639.612305
	Iteration 94Q: 3 clusters Score -6.025312e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 337037 members 
Entering Unmasked Estep 
Score: -60253440.000000 Penalty: 15639.612305
	Iteration 95Q: 3 clusters Score -6.025344e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 337595 members 
Entering Unmasked Estep 
Score: -60253820.000000 Penalty: 15639.612305
	Iteration 96Q: 3 clusters Score -6.025382e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 338074 members 
Entering Unmasked Estep 
Score: -60253940.000000 Penalty: 15639.612305
	Iteration 97Q: 3 clusters Score -6.025394e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 338501 members 
Entering Unmasked Estep 
Score: -60254072.000000 Penalty: 15639.612305
	Iteration 98Q: 3 clusters Score -6.025407e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 338887 members 
Entering Unmasked Estep 
Score: -60254280.000000 Penalty: 15639.612305
	Iteration 99Q: 3 clusters Score -6.025428e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 339233 members 
Entering Unmasked Estep 
Score: -60254484.000000 Penalty: 15639.612305
	Iteration 100F: 3 clusters Score -6.025448e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 339536 members 
Entering Unmasked Estep 
Score: -60254568.000000 Penalty: 15639.612305
	Iteration 101Q: 3 clusters Score -6.025457e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 339826 members 
Entering Unmasked Estep 
Score: -60254676.000000 Penalty: 15639.612305
	Iteration 102Q: 3 clusters Score -6.025468e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 340100 members 
Entering Unmasked Estep 
Score: -60254720.000000 Penalty: 15639.612305
	Iteration 103Q: 3 clusters Score -6.025472e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 340360 members 
Entering Unmasked Estep 
Score: -60254784.000000 Penalty: 15639.612305
	Iteration 104Q: 3 clusters Score -6.025478e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 340613 members 
Entering Unmasked Estep 
Score: -60254936.000000 Penalty: 15639.612305
	Iteration 105Q: 3 clusters Score -6.025494e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 340865 members 
Entering Unmasked Estep 
Score: -60255116.000000 Penalty: 15639.612305
	Iteration 106Q: 3 clusters Score -6.025512e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 341121 members 
Entering Unmasked Estep 
Score: -60255256.000000 Penalty: 15639.612305
	Iteration 107Q: 3 clusters Score -6.025526e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 341396 members 
Entering Unmasked Estep 
Score: -60255468.000000 Penalty: 15639.612305
	Iteration 108Q: 3 clusters Score -6.025547e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 341680 members 
Entering Unmasked Estep 
Score: -60255720.000000 Penalty: 15639.612305
	Iteration 109Q: 3 clusters Score -6.025572e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 341972 members 
Entering Unmasked Estep 
Score: -60256004.000000 Penalty: 15639.612305
	Iteration 110Q: 3 clusters Score -6.0256e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 342227 members 
Entering Unmasked Estep 
Score: -60256288.000000 Penalty: 15639.612305
	Iteration 111Q: 3 clusters Score -6.025629e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 342484 members 
Entering Unmasked Estep 
Score: -60256692.000000 Penalty: 15639.612305
	Iteration 112Q: 3 clusters Score -6.025669e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 342695 members 
Entering Unmasked Estep 
Score: -60256948.000000 Penalty: 15639.612305
	Iteration 113Q: 3 clusters Score -6.025695e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 342871 members 
Entering Unmasked Estep 
Score: -60257212.000000 Penalty: 15639.612305
	Iteration 114Q: 3 clusters Score -6.025721e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 342983 members 
Entering Unmasked Estep 
Score: -60257280.000000 Penalty: 15639.612305
	Iteration 115Q: 3 clusters Score -6.025728e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 343070 members 
Entering Unmasked Estep 
Score: -60257348.000000 Penalty: 15639.612305
	Iteration 116Q: 3 clusters Score -6.025735e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 343153 members 
Entering Unmasked Estep 
Score: -60257408.000000 Penalty: 15639.612305
	Iteration 117Q: 3 clusters Score -6.025741e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 343217 members 
Entering Unmasked Estep 
Score: -60257456.000000 Penalty: 15639.612305
	Iteration 118Q: 3 clusters Score -6.025746e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 343264 members 
Entering Unmasked Estep 
Score: -60257448.000000 Penalty: 15639.612305
	Iteration 119Q: 3 clusters Score -6.025745e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 343278 members 
Entering Unmasked Estep 
Score: -60257424.000000 Penalty: 15639.612305
	Iteration 120F: 3 clusters Score -6.025742e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 343315 members 
Entering Unmasked Estep 
Score: -60257464.000000 Penalty: 15639.612305
	Iteration 121Q: 3 clusters Score -6.025746e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 343321 members 
Entering Unmasked Estep 
Score: -60257472.000000 Penalty: 15639.612305
	Iteration 122Q: 3 clusters Score -6.025747e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 343321 members 
Entering Unmasked Estep 
Score: -60257544.000000 Penalty: 15639.612305
	Iteration 123Q: 3 clusters Score -6.025754e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 343313 members 
Entering Unmasked Estep 
Score: -60257520.000000 Penalty: 15639.612305
	Iteration 124Q: 3 clusters Score -6.025752e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 343323 members 
Entering Unmasked Estep 
Score: -60257592.000000 Penalty: 15639.612305
	Iteration 125Q: 3 clusters Score -6.025759e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 343338 members 
Entering Unmasked Estep 
Score: -60257588.000000 Penalty: 15639.612305
	Iteration 126Q: 3 clusters Score -6.025759e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 343356 members 
Entering Unmasked Estep 
Score: -60257512.000000 Penalty: 15639.612305
	Iteration 127Q: 3 clusters Score -6.025751e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 343358 members 
Entering Unmasked Estep 
Score: -60257584.000000 Penalty: 15639.612305
	Iteration 128Q: 3 clusters Score -6.025758e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 343356 members 
Entering Unmasked Estep 
Score: -60257516.000000 Penalty: 15639.612305
	Iteration 129Q: 3 clusters Score -6.025752e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 343359 members 
Entering Unmasked Estep 
Score: -60257576.000000 Penalty: 15639.612305
	Iteration 130Q: 3 clusters Score -6.025758e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 343354 members 
Entering Unmasked Estep 
Score: -60257564.000000 Penalty: 15639.612305
	Iteration 131Q: 3 clusters Score -6.025756e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 343351 members 
Entering Unmasked Estep 
Score: -60257536.000000 Penalty: 15639.612305
	Iteration 132Q: 3 clusters Score -6.025754e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 343342 members 
Entering Unmasked Estep 
Score: -60257596.000000 Penalty: 15639.612305
	Iteration 133Q: 3 clusters Score -6.02576e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 343345 members 
Entering Unmasked Estep 
Score: -60257552.000000 Penalty: 15639.612305
	Iteration 134Q: 3 clusters Score -6.025755e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 343332 members 
Entering Unmasked Estep 
Score: -60257548.000000 Penalty: 15639.612305
	Iteration 135Q: 3 clusters Score -6.025755e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 343329 members 
Entering Unmasked Estep 
Score: -60257552.000000 Penalty: 15639.612305
	Iteration 136Q: 3 clusters Score -6.025755e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 343328 members 
Entering Unmasked Estep 
Score: -60257544.000000 Penalty: 15639.612305
	Iteration 137Q: 3 clusters Score -6.025754e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 343326 members 
Entering Unmasked Estep 
Score: -60257560.000000 Penalty: 15639.612305
	Iteration 138Q: 3 clusters Score -6.025756e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 343330 members 
Entering Unmasked Estep 
Score: -60257592.000000 Penalty: 15639.612305
	Iteration 139Q: 3 clusters Score -6.025759e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 343332 members 
Entering Unmasked Estep 
Score: -60257596.000000 Penalty: 15639.612305
	Iteration 140F: 3 clusters Score -6.02576e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 343333 members 
Entering Unmasked Estep 
Score: -60257592.000000 Penalty: 15639.612305
	Iteration 141Q: 3 clusters Score -6.025759e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 343334 members 
Entering Unmasked Estep 
Score: -60257608.000000 Penalty: 15639.612305
	Iteration 142Q: 3 clusters Score -6.025761e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 343338 members 
Entering Unmasked Estep 
Score: -60257624.000000 Penalty: 15639.612305
	Iteration 143Q: 3 clusters Score -6.025762e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 343339 members 
Entering Unmasked Estep 
Score: -60257612.000000 Penalty: 15639.612305
	Iteration 144Q: 3 clusters Score -6.025761e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 343339 members 
Entering Unmasked Estep 
Score: -60257592.000000 Penalty: 15639.612305
	Iteration 145Q: 3 clusters Score -6.025759e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 343339 members 
Entering Unmasked Estep 
Score: -60257592.000000 Penalty: 15639.612305
	Iteration 146Q: 3 clusters Score -6.025759e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 343341 members 
Entering Unmasked Estep 
Score: -60257592.000000 Penalty: 15639.612305
	Iteration 147Q: 3 clusters Score -6.025759e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 343339 members 
Entering Unmasked Estep 
Score: -60257600.000000 Penalty: 15639.612305
	Iteration 148Q: 3 clusters Score -6.02576e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 343338 members 
Entering Unmasked Estep 
Score: -60257600.000000 Penalty: 15639.612305
	Iteration 149Q: 3 clusters Score -6.02576e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 343337 members 
Entering Unmasked Estep 
Score: -60257592.000000 Penalty: 15639.612305
	Iteration 150Q: 3 clusters Score -6.025759e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 343338 members 
Entering Unmasked Estep 
Score: -60257612.000000 Penalty: 15639.612305
	Iteration 151Q: 3 clusters Score -6.025761e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 343337 members 
Entering Unmasked Estep 
Score: -60257592.000000 Penalty: 15639.612305
	Iteration 152Q: 3 clusters Score -6.025759e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 343338 members 
Entering Unmasked Estep 
Score: -60257592.000000 Penalty: 15639.612305
	Iteration 153Q: 3 clusters Score -6.025759e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 343338 members 
Entering Unmasked Estep 
Score: -60257592.000000 Penalty: 15639.612305
	Iteration 154F: 3 clusters Score -6.025759e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (575557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575557 members 
Entering Unmasked Estep 
Score: -98728032.000000 Penalty: 8123.645020
	Iteration 0F: 2 clusters Score -9.872803e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288600 members 
Mstep: Class 2 contains 286957 members 
Entering Unmasked Estep 
Score: -98399568.000000 Penalty: 16247.290039
	Iteration 0F: 3 clusters Score -9.839957e+07 nChanged 278116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305590 members 
Mstep: Class 2 contains 269967 members 
Entering Unmasked Estep 
Score: -98563944.000000 Penalty: 16247.290039
	Iteration 1F: 3 clusters Score -9.856394e+07 nChanged 15716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315962 members 
Mstep: Class 2 contains 259595 members 
Entering Unmasked Estep 
Score: -98567904.000000 Penalty: 16247.290039
	Iteration 2Q: 3 clusters Score -9.85679e+07 nChanged 19725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332091 members 
Mstep: Class 2 contains 243466 members 
Entering Unmasked Estep 
Score: -98574112.000000 Penalty: 16247.290039
	Iteration 3Q: 3 clusters Score -9.857411e+07 nChanged 26452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356537 members 
Mstep: Class 2 contains 219020 members 
Entering Unmasked Estep 
Score: -98585952.000000 Penalty: 16247.290039
	Iteration 4Q: 3 clusters Score -9.858595e+07 nChanged 36741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392370 members 
Mstep: Class 2 contains 183187 members 
Entering Unmasked Estep 
Score: -98607800.000000 Penalty: 16247.290039
	Iteration 5F: 3 clusters Score -9.86078e+07 nChanged 47993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440057 members 
Mstep: Class 2 contains 135500 members 
Entering Unmasked Estep 
Score: -98643600.000000 Penalty: 16247.290039
	Iteration 6F: 3 clusters Score -9.86436e+07 nChanged 52843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492774 members 
Mstep: Class 2 contains 82783 members 
Entering Unmasked Estep 
Score: -98676728.000000 Penalty: 16247.290039
	Iteration 7F: 3 clusters Score -9.867673e+07 nChanged 42137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534841 members 
Mstep: Class 2 contains 40716 members 
Entering Unmasked Estep 
Score: -98699216.000000 Penalty: 16247.290039
	Iteration 8F: 3 clusters Score -9.869922e+07 nChanged 23887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558692 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -98710056.000000 Penalty: 16247.290039
	Iteration 9Q: 3 clusters Score -9.871006e+07 nChanged 10282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568964 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -98716288.000000 Penalty: 16247.290039
	Iteration 10Q: 3 clusters Score -9.871629e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572682 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -98718720.000000 Penalty: 16247.290039
	Iteration 11Q: 3 clusters Score -9.871872e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573974 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -98719880.000000 Penalty: 16247.290039
	Iteration 12Q: 3 clusters Score -9.871988e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574426 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -98720256.000000 Penalty: 16247.290039
	Iteration 13Q: 3 clusters Score -9.872026e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574628 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -98720312.000000 Penalty: 16247.290039
	Iteration 14Q: 3 clusters Score -9.872031e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574702 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -98720416.000000 Penalty: 16247.290039
	Iteration 15Q: 3 clusters Score -9.872042e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574739 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -98720456.000000 Penalty: 16247.290039
	Iteration 16Q: 3 clusters Score -9.872046e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574768 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -98720512.000000 Penalty: 16247.290039
	Iteration 17Q: 3 clusters Score -9.872051e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574791 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -98720576.000000 Penalty: 16247.290039
	Iteration 18Q: 3 clusters Score -9.872058e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574800 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -98720584.000000 Penalty: 16247.290039
	Iteration 19Q: 3 clusters Score -9.872058e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574805 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -98720632.000000 Penalty: 16247.290039
	Iteration 20F: 3 clusters Score -9.872063e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574808 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -98720656.000000 Penalty: 16247.290039
	Iteration 21Q: 3 clusters Score -9.872066e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574813 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -98720648.000000 Penalty: 16247.290039
	Iteration 22Q: 3 clusters Score -9.872065e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574814 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -98720656.000000 Penalty: 16247.290039
	Iteration 23Q: 3 clusters Score -9.872066e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574818 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -98720688.000000 Penalty: 16247.290039
	Iteration 24Q: 3 clusters Score -9.872069e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574826 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -98720688.000000 Penalty: 16247.290039
	Iteration 25Q: 3 clusters Score -9.872069e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574825 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -98720712.000000 Penalty: 16247.290039
	Iteration 26Q: 3 clusters Score -9.872071e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574825 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -98720696.000000 Penalty: 16247.290039
	Iteration 27Q: 3 clusters Score -9.87207e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574827 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -98720688.000000 Penalty: 16247.290039
	Iteration 28Q: 3 clusters Score -9.872069e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574826 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -98720632.000000 Penalty: 16247.290039
	Iteration 29Q: 3 clusters Score -9.872063e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574825 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -98720664.000000 Penalty: 16247.290039
	Iteration 30Q: 3 clusters Score -9.872066e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574825 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -98720664.000000 Penalty: 16247.290039
	Iteration 31F: 3 clusters Score -9.872066e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (96961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96961 members 
Entering Unmasked Estep 
Score: -16372534.000000 Penalty: 7032.764160
	Iteration 0F: 2 clusters Score -1.637253e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48739 members 
Mstep: Class 2 contains 48222 members 
Entering Unmasked Estep 
Score: -16306134.000000 Penalty: 14065.528320
	Iteration 0F: 3 clusters Score -1.630613e+07 nChanged 44283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50406 members 
Mstep: Class 2 contains 46555 members 
Entering Unmasked Estep 
Score: -16330384.000000 Penalty: 14065.528320
	Iteration 1F: 3 clusters Score -1.633038e+07 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51488 members 
Mstep: Class 2 contains 45473 members 
Entering Unmasked Estep 
Score: -16331432.000000 Penalty: 14065.528320
	Iteration 2Q: 3 clusters Score -1.633143e+07 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52993 members 
Mstep: Class 2 contains 43968 members 
Entering Unmasked Estep 
Score: -16332482.000000 Penalty: 14065.528320
	Iteration 3Q: 3 clusters Score -1.633248e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55073 members 
Mstep: Class 2 contains 41888 members 
Entering Unmasked Estep 
Score: -16333357.000000 Penalty: 14065.528320
	Iteration 4Q: 3 clusters Score -1.633336e+07 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58006 members 
Mstep: Class 2 contains 38955 members 
Entering Unmasked Estep 
Score: -16334761.000000 Penalty: 14065.528320
	Iteration 5Q: 3 clusters Score -1.633476e+07 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61968 members 
Mstep: Class 2 contains 34993 members 
Entering Unmasked Estep 
Score: -16336652.000000 Penalty: 14065.528320
	Iteration 6Q: 3 clusters Score -1.633665e+07 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67191 members 
Mstep: Class 2 contains 29770 members 
Entering Unmasked Estep 
Score: -16339871.000000 Penalty: 14065.528320
	Iteration 7F: 3 clusters Score -1.633987e+07 nChanged 6788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73965 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -16344758.000000 Penalty: 14065.528320
	Iteration 8F: 3 clusters Score -1.634476e+07 nChanged 7707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81666 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -16351509.000000 Penalty: 14065.528320
	Iteration 9F: 3 clusters Score -1.635151e+07 nChanged 7188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88848 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -16358456.000000 Penalty: 14065.528320
	Iteration 10F: 3 clusters Score -1.635846e+07 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93458 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -16363051.000000 Penalty: 14065.528320
	Iteration 11Q: 3 clusters Score -1.636305e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95383 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -16365051.000000 Penalty: 14065.528320
	Iteration 12Q: 3 clusters Score -1.636505e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96034 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -16365763.000000 Penalty: 14065.528320
	Iteration 13Q: 3 clusters Score -1.636576e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96260 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -16366116.000000 Penalty: 14065.528320
	Iteration 14Q: 3 clusters Score -1.636612e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96331 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -16366236.000000 Penalty: 14065.528320
	Iteration 15Q: 3 clusters Score -1.636624e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96371 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -16366318.000000 Penalty: 14065.528320
	Iteration 16Q: 3 clusters Score -1.636632e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96395 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -16366362.000000 Penalty: 14065.528320
	Iteration 17Q: 3 clusters Score -1.636636e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96409 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -16366403.000000 Penalty: 14065.528320
	Iteration 18Q: 3 clusters Score -1.63664e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96416 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -16366426.000000 Penalty: 14065.528320
	Iteration 19Q: 3 clusters Score -1.636643e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96424 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -16366450.000000 Penalty: 14065.528320
	Iteration 20F: 3 clusters Score -1.636645e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96427 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -16366455.000000 Penalty: 14065.528320
	Iteration 21Q: 3 clusters Score -1.636646e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96431 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -16366456.000000 Penalty: 14065.528320
	Iteration 22Q: 3 clusters Score -1.636646e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96432 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -16366471.000000 Penalty: 14065.528320
	Iteration 23Q: 3 clusters Score -1.636647e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96433 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -16366468.000000 Penalty: 14065.528320
	Iteration 24Q: 3 clusters Score -1.636647e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96433 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -16366468.000000 Penalty: 14065.528320
	Iteration 25F: 3 clusters Score -1.636647e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Entering Unmasked Estep 
Score: -3561352.500000 Penalty: 6075.216797
	Iteration 0F: 2 clusters Score -3561352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -3544613.000000 Penalty: 12150.433594
	Iteration 0F: 3 clusters Score -3544613 nChanged 8209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -3548891.500000 Penalty: 12150.433594
	Iteration 1F: 3 clusters Score -3548892 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -3549443.250000 Penalty: 12150.433594
	Iteration 2F: 3 clusters Score -3549443 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -3549842.000000 Penalty: 12150.433594
	Iteration 3Q: 3 clusters Score -3549842 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -3550078.750000 Penalty: 12150.433594
	Iteration 4Q: 3 clusters Score -3550079 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -3550257.750000 Penalty: 12150.433594
	Iteration 5Q: 3 clusters Score -3550258 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -3550392.500000 Penalty: 12150.433594
	Iteration 6Q: 3 clusters Score -3550392 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -3550530.500000 Penalty: 12150.433594
	Iteration 7Q: 3 clusters Score -3550530 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -3550632.750000 Penalty: 12150.433594
	Iteration 8Q: 3 clusters Score -3550633 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -3550710.750000 Penalty: 12150.433594
	Iteration 9Q: 3 clusters Score -3550711 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -3550794.750000 Penalty: 12150.433594
	Iteration 10Q: 3 clusters Score -3550795 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -3550872.000000 Penalty: 12150.433594
	Iteration 11Q: 3 clusters Score -3550872 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -3550920.750000 Penalty: 12150.433594
	Iteration 12Q: 3 clusters Score -3550921 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -3550995.750000 Penalty: 12150.433594
	Iteration 13Q: 3 clusters Score -3550996 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -3551051.750000 Penalty: 12150.433594
	Iteration 14Q: 3 clusters Score -3551052 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -3551091.750000 Penalty: 12150.433594
	Iteration 15Q: 3 clusters Score -3551092 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -3551150.500000 Penalty: 12150.433594
	Iteration 16Q: 3 clusters Score -3551150 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -3551202.750000 Penalty: 12150.433594
	Iteration 17Q: 3 clusters Score -3551203 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -3551249.500000 Penalty: 12150.433594
	Iteration 18Q: 3 clusters Score -3551250 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -3551293.250000 Penalty: 12150.433594
	Iteration 19Q: 3 clusters Score -3551293 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -3551376.500000 Penalty: 12150.433594
	Iteration 20F: 3 clusters Score -3551376 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -3551436.500000 Penalty: 12150.433594
	Iteration 21Q: 3 clusters Score -3551436 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -3551506.750000 Penalty: 12150.433594
	Iteration 22Q: 3 clusters Score -3551507 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -3551588.750000 Penalty: 12150.433594
	Iteration 23Q: 3 clusters Score -3551589 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -3551668.250000 Penalty: 12150.433594
	Iteration 24Q: 3 clusters Score -3551668 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -3551775.500000 Penalty: 12150.433594
	Iteration 25Q: 3 clusters Score -3551776 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -3551874.750000 Penalty: 12150.433594
	Iteration 26Q: 3 clusters Score -3551875 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -3552009.750000 Penalty: 12150.433594
	Iteration 27Q: 3 clusters Score -3552010 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -3552205.500000 Penalty: 12150.433594
	Iteration 28Q: 3 clusters Score -3552206 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -3552384.250000 Penalty: 12150.433594
	Iteration 29Q: 3 clusters Score -3552384 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -3552629.250000 Penalty: 12150.433594
	Iteration 30Q: 3 clusters Score -3552629 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -3552931.000000 Penalty: 12150.433594
	Iteration 31Q: 3 clusters Score -3552931 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -3553284.500000 Penalty: 12150.433594
	Iteration 32Q: 3 clusters Score -3553284 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -3553664.250000 Penalty: 12150.433594
	Iteration 33Q: 3 clusters Score -3553664 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -3554023.750000 Penalty: 12150.433594
	Iteration 34Q: 3 clusters Score -3554024 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -3554406.000000 Penalty: 12150.433594
	Iteration 35Q: 3 clusters Score -3554406 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -3554737.000000 Penalty: 12150.433594
	Iteration 36Q: 3 clusters Score -3554737 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -3554981.250000 Penalty: 12150.433594
	Iteration 37Q: 3 clusters Score -3554981 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -3555187.750000 Penalty: 12150.433594
	Iteration 38Q: 3 clusters Score -3555188 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -3555353.250000 Penalty: 12150.433594
	Iteration 39Q: 3 clusters Score -3555353 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -3555503.000000 Penalty: 12150.433594
	Iteration 40F: 3 clusters Score -3555503 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -3555616.250000 Penalty: 12150.433594
	Iteration 41Q: 3 clusters Score -3555616 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -3555701.250000 Penalty: 12150.433594
	Iteration 42Q: 3 clusters Score -3555701 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -3555767.750000 Penalty: 12150.433594
	Iteration 43Q: 3 clusters Score -3555768 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -3555827.500000 Penalty: 12150.433594
	Iteration 44Q: 3 clusters Score -3555828 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -3555883.250000 Penalty: 12150.433594
	Iteration 45Q: 3 clusters Score -3555883 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3555916.250000 Penalty: 12150.433594
	Iteration 46Q: 3 clusters Score -3555916 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -3555952.750000 Penalty: 12150.433594
	Iteration 47Q: 3 clusters Score -3555953 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -3555985.000000 Penalty: 12150.433594
	Iteration 48Q: 3 clusters Score -3555985 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -3555997.250000 Penalty: 12150.433594
	Iteration 49Q: 3 clusters Score -3555997 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -3556008.250000 Penalty: 12150.433594
	Iteration 50Q: 3 clusters Score -3556008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3556027.000000 Penalty: 12150.433594
	Iteration 51Q: 3 clusters Score -3556027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3556029.500000 Penalty: 12150.433594
	Iteration 52Q: 3 clusters Score -3556030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -3556037.000000 Penalty: 12150.433594
	Iteration 53Q: 3 clusters Score -3556037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -3556049.500000 Penalty: 12150.433594
	Iteration 54Q: 3 clusters Score -3556050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3556050.000000 Penalty: 12150.433594
	Iteration 55Q: 3 clusters Score -3556050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -3556062.000000 Penalty: 12150.433594
	Iteration 56Q: 3 clusters Score -3556062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3556072.000000 Penalty: 12150.433594
	Iteration 57Q: 3 clusters Score -3556072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -3556079.000000 Penalty: 12150.433594
	Iteration 58Q: 3 clusters Score -3556079 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -3556099.750000 Penalty: 12150.433594
	Iteration 59Q: 3 clusters Score -3556100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -3556104.250000 Penalty: 12150.433594
	Iteration 60F: 3 clusters Score -3556104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -3556106.750000 Penalty: 12150.433594
	Iteration 61Q: 3 clusters Score -3556107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -3556108.750000 Penalty: 12150.433594
	Iteration 62Q: 3 clusters Score -3556109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -3556112.000000 Penalty: 12150.433594
	Iteration 63Q: 3 clusters Score -3556112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -3556115.500000 Penalty: 12150.433594
	Iteration 64Q: 3 clusters Score -3556116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -3556125.500000 Penalty: 12150.433594
	Iteration 65Q: 3 clusters Score -3556126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -3556124.500000 Penalty: 12150.433594
	Iteration 66Q: 3 clusters Score -3556124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -3556129.250000 Penalty: 12150.433594
	Iteration 67Q: 3 clusters Score -3556129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3556130.500000 Penalty: 12150.433594
	Iteration 68Q: 3 clusters Score -3556130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3556132.000000 Penalty: 12150.433594
	Iteration 69Q: 3 clusters Score -3556132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -3556134.500000 Penalty: 12150.433594
	Iteration 70Q: 3 clusters Score -3556134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -3556128.500000 Penalty: 12150.433594
	Iteration 71Q: 3 clusters Score -3556128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -3556139.250000 Penalty: 12150.433594
	Iteration 72Q: 3 clusters Score -3556139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -3556139.750000 Penalty: 12150.433594
	Iteration 73Q: 3 clusters Score -3556140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -3556143.750000 Penalty: 12150.433594
	Iteration 74Q: 3 clusters Score -3556144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -3556141.250000 Penalty: 12150.433594
	Iteration 75Q: 3 clusters Score -3556141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -3556144.250000 Penalty: 12150.433594
	Iteration 76Q: 3 clusters Score -3556144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3556147.250000 Penalty: 12150.433594
	Iteration 77Q: 3 clusters Score -3556147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3556147.250000 Penalty: 12150.433594
	Iteration 78F: 3 clusters Score -3556147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Entering Unmasked Estep 
Score: -300039.906250 Penalty: 4627.351074
	Iteration 0F: 2 clusters Score -300039.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -295217.781250 Penalty: 9254.702148
	Iteration 0F: 3 clusters Score -295217.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -295879.500000 Penalty: 9254.702148
	Iteration 1F: 3 clusters Score -295879.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -296113.937500 Penalty: 9254.702148
	Iteration 2F: 3 clusters Score -296113.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -296299.125000 Penalty: 9254.702148
	Iteration 3Q: 3 clusters Score -296299.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -296472.031250 Penalty: 9254.702148
	Iteration 4Q: 3 clusters Score -296472 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -296664.093750 Penalty: 9254.702148
	Iteration 5Q: 3 clusters Score -296664.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -296875.062500 Penalty: 9254.702148
	Iteration 6Q: 3 clusters Score -296875.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -297031.812500 Penalty: 9254.702148
	Iteration 7Q: 3 clusters Score -297031.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -297130.906250 Penalty: 9254.702148
	Iteration 8Q: 3 clusters Score -297130.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -297227.187500 Penalty: 9254.702148
	Iteration 9Q: 3 clusters Score -297227.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -297326.687500 Penalty: 9254.702148
	Iteration 10Q: 3 clusters Score -297326.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -297421.531250 Penalty: 9254.702148
	Iteration 11Q: 3 clusters Score -297421.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -297541.062500 Penalty: 9254.702148
	Iteration 12Q: 3 clusters Score -297541.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -297654.843750 Penalty: 9254.702148
	Iteration 13Q: 3 clusters Score -297654.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -297794.125000 Penalty: 9254.702148
	Iteration 14Q: 3 clusters Score -297794.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -297968.187500 Penalty: 9254.702148
	Iteration 15Q: 3 clusters Score -297968.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -298146.968750 Penalty: 9254.702148
	Iteration 16Q: 3 clusters Score -298147 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -298312.281250 Penalty: 9254.702148
	Iteration 17Q: 3 clusters Score -298312.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -298495.093750 Penalty: 9254.702148
	Iteration 18Q: 3 clusters Score -298495.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -298651.031250 Penalty: 9254.702148
	Iteration 19Q: 3 clusters Score -298651 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -298892.750000 Penalty: 9254.702148
	Iteration 20F: 3 clusters Score -298892.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -299271.906250 Penalty: 9254.702148
	Iteration 21Q: 3 clusters Score -299271.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -300000.093750 Penalty: 9254.702148
	Iteration 22Q: 3 clusters Score -300000.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -300615.812500 Penalty: 9254.702148
	Iteration 23Q: 3 clusters Score -300615.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -300787.687500 Penalty: 9254.702148
	Iteration 24Q: 3 clusters Score -300787.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -300831.406250 Penalty: 9254.702148
	Iteration 25Q: 3 clusters Score -300831.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -300837.031250 Penalty: 9254.702148
	Iteration 26Q: 3 clusters Score -300837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -300837.031250 Penalty: 9254.702148
	Iteration 27F: 3 clusters Score -300837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 11876 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50572 members 
Mstep: Class 5 contains 131812 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33050 members 
Mstep: Class 9 contains 24692 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22776 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38618 members 
Mstep: Class 15 contains 350470 members 
Mstep: Class 16 contains 575557 members 
Mstep: Class 17 contains 96961 members 
Mstep: Class 18 contains 1066 members 
Mstep: Class 19 contains 20307 members 
Mstep: Class 21 contains 844 members 
Entering Unmasked Estep 
Score: -233307856.000000 Penalty: 173134.625000
Splitting cluster 21 changes total score from -233311840.000000 to -233307856.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 11876 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50572 members 
Mstep: Class 5 contains 131812 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33050 members 
Mstep: Class 9 contains 24692 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22776 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38618 members 
Mstep: Class 15 contains 350470 members 
Mstep: Class 16 contains 575557 members 
Mstep: Class 17 contains 96961 members 
Mstep: Class 19 contains 20307 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311888.000000 Penalty: 164477.890625
Iteration 199Q: 20 clusters Score -2.333119e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 11876 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50572 members 
Mstep: Class 5 contains 131812 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33050 members 
Mstep: Class 9 contains 24692 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22776 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38618 members 
Mstep: Class 15 contains 350471 members 
Mstep: Class 16 contains 575556 members 
Mstep: Class 17 contains 96961 members 
Mstep: Class 19 contains 20307 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311856.000000 Penalty: 164477.890625
Iteration 200F: 20 clusters Score -2.333119e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 11876 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50572 members 
Mstep: Class 5 contains 131812 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33050 members 
Mstep: Class 9 contains 24692 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22776 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38618 members 
Mstep: Class 15 contains 350470 members 
Mstep: Class 16 contains 575557 members 
Mstep: Class 17 contains 96961 members 
Mstep: Class 19 contains 20307 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311872.000000 Penalty: 164477.890625
Iteration 201Q: 20 clusters Score -2.333119e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 11876 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50572 members 
Mstep: Class 5 contains 131812 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33050 members 
Mstep: Class 9 contains 24692 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22776 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38618 members 
Mstep: Class 15 contains 350471 members 
Mstep: Class 16 contains 575556 members 
Mstep: Class 17 contains 96961 members 
Mstep: Class 19 contains 20307 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311840.000000 Penalty: 164477.890625
Iteration 202Q: 20 clusters Score -2.333118e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 11876 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50572 members 
Mstep: Class 5 contains 131812 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33050 members 
Mstep: Class 9 contains 24692 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22776 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38618 members 
Mstep: Class 15 contains 350472 members 
Mstep: Class 16 contains 575555 members 
Mstep: Class 17 contains 96961 members 
Mstep: Class 19 contains 20307 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311824.000000 Penalty: 164477.890625
Iteration 203Q: 20 clusters Score -2.333118e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 11876 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50572 members 
Mstep: Class 5 contains 131812 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33050 members 
Mstep: Class 9 contains 24692 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22776 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38618 members 
Mstep: Class 15 contains 350471 members 
Mstep: Class 16 contains 575556 members 
Mstep: Class 17 contains 96961 members 
Mstep: Class 19 contains 20307 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311872.000000 Penalty: 164477.890625
Iteration 204Q: 20 clusters Score -2.333119e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 11876 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50572 members 
Mstep: Class 5 contains 131812 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33050 members 
Mstep: Class 9 contains 24692 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22776 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38618 members 
Mstep: Class 15 contains 350471 members 
Mstep: Class 16 contains 575556 members 
Mstep: Class 17 contains 96961 members 
Mstep: Class 19 contains 20307 members 
Mstep: Class 21 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311872.000000 Penalty: 164477.890625
Iteration 205F: 20 clusters Score -2.333119e+08 nChanged 0
Entering ConstructFrom: 
Score: -233311872.000000 Penalty: 164477.890625
Entering ConstructFrom: 
Trying to split cluster 1 (2219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Entering Unmasked Estep 
Score: -381087.187500 Penalty: 4719.197266
	Iteration 0F: 2 clusters Score -381087.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -375878.250000 Penalty: 9438.394531
	Iteration 0F: 3 clusters Score -375878.2 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -376476.125000 Penalty: 9438.394531
	Iteration 1F: 3 clusters Score -376476.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -376622.218750 Penalty: 9438.394531
	Iteration 2F: 3 clusters Score -376622.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -376697.656250 Penalty: 9438.394531
	Iteration 3Q: 3 clusters Score -376697.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -376731.937500 Penalty: 9438.394531
	Iteration 4Q: 3 clusters Score -376731.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -376758.718750 Penalty: 9438.394531
	Iteration 5Q: 3 clusters Score -376758.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -376779.000000 Penalty: 9438.394531
	Iteration 6Q: 3 clusters Score -376779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -376792.281250 Penalty: 9438.394531
	Iteration 7Q: 3 clusters Score -376792.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -376801.968750 Penalty: 9438.394531
	Iteration 8Q: 3 clusters Score -376802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -376806.281250 Penalty: 9438.394531
	Iteration 9Q: 3 clusters Score -376806.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -376808.125000 Penalty: 9438.394531
	Iteration 10Q: 3 clusters Score -376808.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -376808.125000 Penalty: 9438.394531
	Iteration 11F: 3 clusters Score -376808.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Entering Unmasked Estep 
Score: -1963078.625000 Penalty: 5746.643066
	Iteration 0F: 2 clusters Score -1963079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1951780.500000 Penalty: 11493.286133
	Iteration 0F: 3 clusters Score -1951780 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1954265.250000 Penalty: 11493.286133
	Iteration 1F: 3 clusters Score -1954265 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1954853.750000 Penalty: 11493.286133
	Iteration 2F: 3 clusters Score -1954854 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1955391.000000 Penalty: 11493.286133
	Iteration 3F: 3 clusters Score -1955391 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1955989.500000 Penalty: 11493.286133
	Iteration 4F: 3 clusters Score -1955990 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1956535.500000 Penalty: 11493.286133
	Iteration 5F: 3 clusters Score -1956536 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1957056.875000 Penalty: 11493.286133
	Iteration 6F: 3 clusters Score -1957057 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1957508.875000 Penalty: 11493.286133
	Iteration 7F: 3 clusters Score -1957509 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1957880.875000 Penalty: 11493.286133
	Iteration 8Q: 3 clusters Score -1957881 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1958171.750000 Penalty: 11493.286133
	Iteration 9Q: 3 clusters Score -1958172 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1958416.500000 Penalty: 11493.286133
	Iteration 10Q: 3 clusters Score -1958416 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1958628.375000 Penalty: 11493.286133
	Iteration 11Q: 3 clusters Score -1958628 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1958766.750000 Penalty: 11493.286133
	Iteration 12Q: 3 clusters Score -1958767 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1958880.625000 Penalty: 11493.286133
	Iteration 13Q: 3 clusters Score -1958881 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1958964.000000 Penalty: 11493.286133
	Iteration 14Q: 3 clusters Score -1958964 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1959020.250000 Penalty: 11493.286133
	Iteration 15Q: 3 clusters Score -1959020 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1959090.250000 Penalty: 11493.286133
	Iteration 16Q: 3 clusters Score -1959090 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1959131.500000 Penalty: 11493.286133
	Iteration 17Q: 3 clusters Score -1959132 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1959180.125000 Penalty: 11493.286133
	Iteration 18Q: 3 clusters Score -1959180 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1959209.375000 Penalty: 11493.286133
	Iteration 19Q: 3 clusters Score -1959209 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1959239.375000 Penalty: 11493.286133
	Iteration 20F: 3 clusters Score -1959239 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1959263.500000 Penalty: 11493.286133
	Iteration 21Q: 3 clusters Score -1959264 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1959274.875000 Penalty: 11493.286133
	Iteration 22Q: 3 clusters Score -1959275 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1959283.375000 Penalty: 11493.286133
	Iteration 23Q: 3 clusters Score -1959283 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1959291.625000 Penalty: 11493.286133
	Iteration 24Q: 3 clusters Score -1959292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1959296.750000 Penalty: 11493.286133
	Iteration 25Q: 3 clusters Score -1959297 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1959304.000000 Penalty: 11493.286133
	Iteration 26Q: 3 clusters Score -1959304 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1959309.000000 Penalty: 11493.286133
	Iteration 27Q: 3 clusters Score -1959309 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1959316.875000 Penalty: 11493.286133
	Iteration 28Q: 3 clusters Score -1959317 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1959329.250000 Penalty: 11493.286133
	Iteration 29Q: 3 clusters Score -1959329 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1959332.000000 Penalty: 11493.286133
	Iteration 30Q: 3 clusters Score -1959332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1959335.000000 Penalty: 11493.286133
	Iteration 31Q: 3 clusters Score -1959335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1959338.875000 Penalty: 11493.286133
	Iteration 32Q: 3 clusters Score -1959339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1959343.625000 Penalty: 11493.286133
	Iteration 33Q: 3 clusters Score -1959344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1959344.875000 Penalty: 11493.286133
	Iteration 34Q: 3 clusters Score -1959345 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1959352.625000 Penalty: 11493.286133
	Iteration 35Q: 3 clusters Score -1959353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1959352.625000 Penalty: 11493.286133
	Iteration 36Q: 3 clusters Score -1959353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1959351.375000 Penalty: 11493.286133
	Iteration 37Q: 3 clusters Score -1959351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1959357.625000 Penalty: 11493.286133
	Iteration 38Q: 3 clusters Score -1959358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1959360.750000 Penalty: 11493.286133
	Iteration 39Q: 3 clusters Score -1959361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1959366.875000 Penalty: 11493.286133
	Iteration 40F: 3 clusters Score -1959367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1959369.000000 Penalty: 11493.286133
	Iteration 41Q: 3 clusters Score -1959369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1959370.875000 Penalty: 11493.286133
	Iteration 42Q: 3 clusters Score -1959371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1959368.875000 Penalty: 11493.286133
	Iteration 43Q: 3 clusters Score -1959369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1959372.875000 Penalty: 11493.286133
	Iteration 44Q: 3 clusters Score -1959373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1959371.875000 Penalty: 11493.286133
	Iteration 45Q: 3 clusters Score -1959372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1959374.625000 Penalty: 11493.286133
	Iteration 46Q: 3 clusters Score -1959375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1959371.500000 Penalty: 11493.286133
	Iteration 47Q: 3 clusters Score -1959372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1959375.375000 Penalty: 11493.286133
	Iteration 48Q: 3 clusters Score -1959375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1959373.875000 Penalty: 11493.286133
	Iteration 49Q: 3 clusters Score -1959374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1959374.500000 Penalty: 11493.286133
	Iteration 50Q: 3 clusters Score -1959374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1959378.375000 Penalty: 11493.286133
	Iteration 51Q: 3 clusters Score -1959378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1959378.375000 Penalty: 11493.286133
	Iteration 52F: 3 clusters Score -1959378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Entering Unmasked Estep 
Score: -1119282.375000 Penalty: 5413.701660
	Iteration 0F: 2 clusters Score -1119282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1111019.000000 Penalty: 10827.403320
	Iteration 0F: 3 clusters Score -1111019 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1112650.375000 Penalty: 10827.403320
	Iteration 1F: 3 clusters Score -1112650 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1113225.500000 Penalty: 10827.403320
	Iteration 2F: 3 clusters Score -1113226 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1113761.500000 Penalty: 10827.403320
	Iteration 3F: 3 clusters Score -1113762 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1114485.625000 Penalty: 10827.403320
	Iteration 4F: 3 clusters Score -1114486 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1115266.625000 Penalty: 10827.403320
	Iteration 5F: 3 clusters Score -1115267 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1116036.125000 Penalty: 10827.403320
	Iteration 6F: 3 clusters Score -1116036 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1116546.250000 Penalty: 10827.403320
	Iteration 7F: 3 clusters Score -1116546 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1116841.375000 Penalty: 10827.403320
	Iteration 8Q: 3 clusters Score -1116841 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1116977.625000 Penalty: 10827.403320
	Iteration 9Q: 3 clusters Score -1116978 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1117047.000000 Penalty: 10827.403320
	Iteration 10Q: 3 clusters Score -1117047 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1117072.500000 Penalty: 10827.403320
	Iteration 11Q: 3 clusters Score -1117072 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1117091.125000 Penalty: 10827.403320
	Iteration 12Q: 3 clusters Score -1117091 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1117103.875000 Penalty: 10827.403320
	Iteration 13Q: 3 clusters Score -1117104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1117110.750000 Penalty: 10827.403320
	Iteration 14Q: 3 clusters Score -1117111 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1117117.000000 Penalty: 10827.403320
	Iteration 15Q: 3 clusters Score -1117117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1117116.875000 Penalty: 10827.403320
	Iteration 16Q: 3 clusters Score -1117117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1117120.625000 Penalty: 10827.403320
	Iteration 17Q: 3 clusters Score -1117121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1117122.875000 Penalty: 10827.403320
	Iteration 18Q: 3 clusters Score -1117123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1117124.000000 Penalty: 10827.403320
	Iteration 19Q: 3 clusters Score -1117124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1117122.750000 Penalty: 10827.403320
	Iteration 20F: 3 clusters Score -1117123 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (50572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50572 members 
Entering Unmasked Estep 
Score: -8776970.000000 Penalty: 6634.081055
	Iteration 0F: 2 clusters Score -8776970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25185 members 
Mstep: Class 2 contains 25387 members 
Entering Unmasked Estep 
Score: -8741011.000000 Penalty: 13268.162109
	Iteration 0F: 3 clusters Score -8741011 nChanged 22216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 26197 members 
Entering Unmasked Estep 
Score: -8752872.000000 Penalty: 13268.162109
	Iteration 1F: 3 clusters Score -8752872 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 26894 members 
Entering Unmasked Estep 
Score: -8753927.000000 Penalty: 13268.162109
	Iteration 2F: 3 clusters Score -8753927 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 27876 members 
Entering Unmasked Estep 
Score: -8755040.000000 Penalty: 13268.162109
	Iteration 3Q: 3 clusters Score -8755040 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 29157 members 
Entering Unmasked Estep 
Score: -8756545.000000 Penalty: 13268.162109
	Iteration 4F: 3 clusters Score -8756545 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 30970 members 
Entering Unmasked Estep 
Score: -8758828.000000 Penalty: 13268.162109
	Iteration 5F: 3 clusters Score -8758828 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 33391 members 
Entering Unmasked Estep 
Score: -8761884.000000 Penalty: 13268.162109
	Iteration 6F: 3 clusters Score -8761884 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 36399 members 
Entering Unmasked Estep 
Score: -8765222.000000 Penalty: 13268.162109
	Iteration 7F: 3 clusters Score -8765222 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 39262 members 
Entering Unmasked Estep 
Score: -8768052.000000 Penalty: 13268.162109
	Iteration 8F: 3 clusters Score -8768052 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 41645 members 
Entering Unmasked Estep 
Score: -8770213.000000 Penalty: 13268.162109
	Iteration 9F: 3 clusters Score -8770213 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 43455 members 
Entering Unmasked Estep 
Score: -8771688.000000 Penalty: 13268.162109
	Iteration 10Q: 3 clusters Score -8771688 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 44680 members 
Entering Unmasked Estep 
Score: -8772615.000000 Penalty: 13268.162109
	Iteration 11Q: 3 clusters Score -8772615 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 45515 members 
Entering Unmasked Estep 
Score: -8773191.000000 Penalty: 13268.162109
	Iteration 12Q: 3 clusters Score -8773191 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 46078 members 
Entering Unmasked Estep 
Score: -8773532.000000 Penalty: 13268.162109
	Iteration 13Q: 3 clusters Score -8773532 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 46434 members 
Entering Unmasked Estep 
Score: -8773716.000000 Penalty: 13268.162109
	Iteration 14Q: 3 clusters Score -8773716 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 46683 members 
Entering Unmasked Estep 
Score: -8773798.000000 Penalty: 13268.162109
	Iteration 15Q: 3 clusters Score -8773798 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 46866 members 
Entering Unmasked Estep 
Score: -8773894.000000 Penalty: 13268.162109
	Iteration 16Q: 3 clusters Score -8773894 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 47000 members 
Entering Unmasked Estep 
Score: -8773932.000000 Penalty: 13268.162109
	Iteration 17Q: 3 clusters Score -8773932 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 47092 members 
Entering Unmasked Estep 
Score: -8773964.000000 Penalty: 13268.162109
	Iteration 18Q: 3 clusters Score -8773964 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 47158 members 
Entering Unmasked Estep 
Score: -8773992.000000 Penalty: 13268.162109
	Iteration 19Q: 3 clusters Score -8773992 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 47206 members 
Entering Unmasked Estep 
Score: -8773991.000000 Penalty: 13268.162109
	Iteration 20F: 3 clusters Score -8773991 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 47237 members 
Entering Unmasked Estep 
Score: -8774004.000000 Penalty: 13268.162109
	Iteration 21Q: 3 clusters Score -8774004 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 47267 members 
Entering Unmasked Estep 
Score: -8774020.000000 Penalty: 13268.162109
	Iteration 22Q: 3 clusters Score -8774020 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 47283 members 
Entering Unmasked Estep 
Score: -8774014.000000 Penalty: 13268.162109
	Iteration 23Q: 3 clusters Score -8774014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 47299 members 
Entering Unmasked Estep 
Score: -8774026.000000 Penalty: 13268.162109
	Iteration 24Q: 3 clusters Score -8774026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 47307 members 
Entering Unmasked Estep 
Score: -8774039.000000 Penalty: 13268.162109
	Iteration 25Q: 3 clusters Score -8774039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 47314 members 
Entering Unmasked Estep 
Score: -8774037.000000 Penalty: 13268.162109
	Iteration 26Q: 3 clusters Score -8774037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 47320 members 
Entering Unmasked Estep 
Score: -8774049.000000 Penalty: 13268.162109
	Iteration 27Q: 3 clusters Score -8774049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 47327 members 
Entering Unmasked Estep 
Score: -8774044.000000 Penalty: 13268.162109
	Iteration 28Q: 3 clusters Score -8774044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 47332 members 
Entering Unmasked Estep 
Score: -8774059.000000 Penalty: 13268.162109
	Iteration 29Q: 3 clusters Score -8774059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 47340 members 
Entering Unmasked Estep 
Score: -8774056.000000 Penalty: 13268.162109
	Iteration 30Q: 3 clusters Score -8774056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 47350 members 
Entering Unmasked Estep 
Score: -8774047.000000 Penalty: 13268.162109
	Iteration 31Q: 3 clusters Score -8774047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 47360 members 
Entering Unmasked Estep 
Score: -8774047.000000 Penalty: 13268.162109
	Iteration 32Q: 3 clusters Score -8774047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 47369 members 
Entering Unmasked Estep 
Score: -8774048.000000 Penalty: 13268.162109
	Iteration 33Q: 3 clusters Score -8774048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 47381 members 
Entering Unmasked Estep 
Score: -8774065.000000 Penalty: 13268.162109
	Iteration 34Q: 3 clusters Score -8774065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 47388 members 
Entering Unmasked Estep 
Score: -8774063.000000 Penalty: 13268.162109
	Iteration 35Q: 3 clusters Score -8774063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 47395 members 
Entering Unmasked Estep 
Score: -8774058.000000 Penalty: 13268.162109
	Iteration 36Q: 3 clusters Score -8774058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 47402 members 
Entering Unmasked Estep 
Score: -8774062.000000 Penalty: 13268.162109
	Iteration 37Q: 3 clusters Score -8774062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 47405 members 
Entering Unmasked Estep 
Score: -8774066.000000 Penalty: 13268.162109
	Iteration 38Q: 3 clusters Score -8774066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 47407 members 
Entering Unmasked Estep 
Score: -8774063.000000 Penalty: 13268.162109
	Iteration 39Q: 3 clusters Score -8774063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 47409 members 
Entering Unmasked Estep 
Score: -8774064.000000 Penalty: 13268.162109
	Iteration 40F: 3 clusters Score -8774064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 47410 members 
Entering Unmasked Estep 
Score: -8774064.000000 Penalty: 13268.162109
	Iteration 41Q: 3 clusters Score -8774064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 47410 members 
Entering Unmasked Estep 
Score: -8774064.000000 Penalty: 13268.162109
	Iteration 42F: 3 clusters Score -8774064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (131812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131812 members 
Entering Unmasked Estep 
Score: -22686702.000000 Penalty: 7220.843262
	Iteration 0F: 2 clusters Score -2.26867e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66157 members 
Mstep: Class 2 contains 65655 members 
Entering Unmasked Estep 
Score: -22597396.000000 Penalty: 14441.686523
	Iteration 0F: 3 clusters Score -2.25974e+07 nChanged 61043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68406 members 
Mstep: Class 2 contains 63406 members 
Entering Unmasked Estep 
Score: -22631454.000000 Penalty: 14441.686523
	Iteration 1F: 3 clusters Score -2.263145e+07 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69897 members 
Mstep: Class 2 contains 61915 members 
Entering Unmasked Estep 
Score: -22633098.000000 Penalty: 14441.686523
	Iteration 2Q: 3 clusters Score -2.26331e+07 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71956 members 
Mstep: Class 2 contains 59856 members 
Entering Unmasked Estep 
Score: -22635236.000000 Penalty: 14441.686523
	Iteration 3Q: 3 clusters Score -2.263524e+07 nChanged 5456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74702 members 
Mstep: Class 2 contains 57110 members 
Entering Unmasked Estep 
Score: -22637764.000000 Penalty: 14441.686523
	Iteration 4Q: 3 clusters Score -2.263776e+07 nChanged 5929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78201 members 
Mstep: Class 2 contains 53611 members 
Entering Unmasked Estep 
Score: -22640732.000000 Penalty: 14441.686523
	Iteration 5Q: 3 clusters Score -2.264073e+07 nChanged 6606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82481 members 
Mstep: Class 2 contains 49331 members 
Entering Unmasked Estep 
Score: -22644586.000000 Penalty: 14441.686523
	Iteration 6F: 3 clusters Score -2.264459e+07 nChanged 7276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87531 members 
Mstep: Class 2 contains 44281 members 
Entering Unmasked Estep 
Score: -22649626.000000 Penalty: 14441.686523
	Iteration 7F: 3 clusters Score -2.264963e+07 nChanged 7914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93119 members 
Mstep: Class 2 contains 38693 members 
Entering Unmasked Estep 
Score: -22655652.000000 Penalty: 14441.686523
	Iteration 8F: 3 clusters Score -2.265565e+07 nChanged 7644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98587 members 
Mstep: Class 2 contains 33225 members 
Entering Unmasked Estep 
Score: -22661598.000000 Penalty: 14441.686523
	Iteration 9F: 3 clusters Score -2.26616e+07 nChanged 6729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103216 members 
Mstep: Class 2 contains 28596 members 
Entering Unmasked Estep 
Score: -22666450.000000 Penalty: 14441.686523
	Iteration 10F: 3 clusters Score -2.266645e+07 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106744 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -22669678.000000 Penalty: 14441.686523
	Iteration 11Q: 3 clusters Score -2.266968e+07 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109460 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -22671868.000000 Penalty: 14441.686523
	Iteration 12Q: 3 clusters Score -2.267187e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111711 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -22673326.000000 Penalty: 14441.686523
	Iteration 13Q: 3 clusters Score -2.267333e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113688 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -22674366.000000 Penalty: 14441.686523
	Iteration 14Q: 3 clusters Score -2.267437e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115482 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -22675158.000000 Penalty: 14441.686523
	Iteration 15Q: 3 clusters Score -2.267516e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117114 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -22675804.000000 Penalty: 14441.686523
	Iteration 16Q: 3 clusters Score -2.26758e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118619 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -22676466.000000 Penalty: 14441.686523
	Iteration 17Q: 3 clusters Score -2.267647e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120003 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -22677134.000000 Penalty: 14441.686523
	Iteration 18Q: 3 clusters Score -2.267713e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121264 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -22677584.000000 Penalty: 14441.686523
	Iteration 19Q: 3 clusters Score -2.267758e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122375 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -22678008.000000 Penalty: 14441.686523
	Iteration 20F: 3 clusters Score -2.267801e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123339 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -22678400.000000 Penalty: 14441.686523
	Iteration 21Q: 3 clusters Score -2.26784e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124244 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -22678756.000000 Penalty: 14441.686523
	Iteration 22Q: 3 clusters Score -2.267876e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125019 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -22679110.000000 Penalty: 14441.686523
	Iteration 23Q: 3 clusters Score -2.267911e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125660 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -22679370.000000 Penalty: 14441.686523
	Iteration 24Q: 3 clusters Score -2.267937e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126226 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -22679710.000000 Penalty: 14441.686523
	Iteration 25Q: 3 clusters Score -2.267971e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126681 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -22679932.000000 Penalty: 14441.686523
	Iteration 26Q: 3 clusters Score -2.267993e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127077 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -22680140.000000 Penalty: 14441.686523
	Iteration 27Q: 3 clusters Score -2.268014e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127388 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -22680234.000000 Penalty: 14441.686523
	Iteration 28Q: 3 clusters Score -2.268023e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127662 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -22680386.000000 Penalty: 14441.686523
	Iteration 29Q: 3 clusters Score -2.268039e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127880 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -22680484.000000 Penalty: 14441.686523
	Iteration 30Q: 3 clusters Score -2.268048e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128047 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -22680528.000000 Penalty: 14441.686523
	Iteration 31Q: 3 clusters Score -2.268053e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128190 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -22680552.000000 Penalty: 14441.686523
	Iteration 32Q: 3 clusters Score -2.268055e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128322 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -22680606.000000 Penalty: 14441.686523
	Iteration 33Q: 3 clusters Score -2.268061e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128426 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -22680618.000000 Penalty: 14441.686523
	Iteration 34Q: 3 clusters Score -2.268062e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128509 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -22680666.000000 Penalty: 14441.686523
	Iteration 35Q: 3 clusters Score -2.268067e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128577 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -22680682.000000 Penalty: 14441.686523
	Iteration 36Q: 3 clusters Score -2.268068e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128643 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -22680742.000000 Penalty: 14441.686523
	Iteration 37Q: 3 clusters Score -2.268074e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128719 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -22680826.000000 Penalty: 14441.686523
	Iteration 38Q: 3 clusters Score -2.268083e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128789 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -22680842.000000 Penalty: 14441.686523
	Iteration 39Q: 3 clusters Score -2.268084e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128843 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -22680858.000000 Penalty: 14441.686523
	Iteration 40F: 3 clusters Score -2.268086e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128886 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -22680912.000000 Penalty: 14441.686523
	Iteration 41Q: 3 clusters Score -2.268091e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128932 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -22680946.000000 Penalty: 14441.686523
	Iteration 42Q: 3 clusters Score -2.268095e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128962 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -22681014.000000 Penalty: 14441.686523
	Iteration 43Q: 3 clusters Score -2.268101e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128986 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -22680990.000000 Penalty: 14441.686523
	Iteration 44Q: 3 clusters Score -2.268099e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129005 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -22681018.000000 Penalty: 14441.686523
	Iteration 45Q: 3 clusters Score -2.268102e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129031 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -22681056.000000 Penalty: 14441.686523
	Iteration 46Q: 3 clusters Score -2.268106e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129049 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -22681052.000000 Penalty: 14441.686523
	Iteration 47Q: 3 clusters Score -2.268105e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129059 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -22681064.000000 Penalty: 14441.686523
	Iteration 48Q: 3 clusters Score -2.268106e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129068 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -22681048.000000 Penalty: 14441.686523
	Iteration 49Q: 3 clusters Score -2.268105e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129080 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -22681058.000000 Penalty: 14441.686523
	Iteration 50Q: 3 clusters Score -2.268106e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129099 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -22681086.000000 Penalty: 14441.686523
	Iteration 51Q: 3 clusters Score -2.268109e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129118 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -22681084.000000 Penalty: 14441.686523
	Iteration 52Q: 3 clusters Score -2.268108e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129126 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -22681080.000000 Penalty: 14441.686523
	Iteration 53Q: 3 clusters Score -2.268108e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129139 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -22681080.000000 Penalty: 14441.686523
	Iteration 54Q: 3 clusters Score -2.268108e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129145 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -22681062.000000 Penalty: 14441.686523
	Iteration 55Q: 3 clusters Score -2.268106e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129151 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -22681054.000000 Penalty: 14441.686523
	Iteration 56Q: 3 clusters Score -2.268105e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129154 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -22681086.000000 Penalty: 14441.686523
	Iteration 57Q: 3 clusters Score -2.268109e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129159 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -22681084.000000 Penalty: 14441.686523
	Iteration 58Q: 3 clusters Score -2.268108e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129171 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -22681128.000000 Penalty: 14441.686523
	Iteration 59Q: 3 clusters Score -2.268113e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129188 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -22681106.000000 Penalty: 14441.686523
	Iteration 60F: 3 clusters Score -2.268111e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129192 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -22681128.000000 Penalty: 14441.686523
	Iteration 61Q: 3 clusters Score -2.268113e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129203 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -22681134.000000 Penalty: 14441.686523
	Iteration 62Q: 3 clusters Score -2.268113e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129213 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -22681122.000000 Penalty: 14441.686523
	Iteration 63Q: 3 clusters Score -2.268112e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129223 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -22681144.000000 Penalty: 14441.686523
	Iteration 64Q: 3 clusters Score -2.268114e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129227 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -22681138.000000 Penalty: 14441.686523
	Iteration 65Q: 3 clusters Score -2.268114e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129234 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -22681148.000000 Penalty: 14441.686523
	Iteration 66Q: 3 clusters Score -2.268115e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129241 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -22681130.000000 Penalty: 14441.686523
	Iteration 67Q: 3 clusters Score -2.268113e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129254 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -22681142.000000 Penalty: 14441.686523
	Iteration 68Q: 3 clusters Score -2.268114e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129266 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -22681172.000000 Penalty: 14441.686523
	Iteration 69Q: 3 clusters Score -2.268117e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129273 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -22681140.000000 Penalty: 14441.686523
	Iteration 70Q: 3 clusters Score -2.268114e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129282 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -22681144.000000 Penalty: 14441.686523
	Iteration 71Q: 3 clusters Score -2.268114e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129286 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -22681146.000000 Penalty: 14441.686523
	Iteration 72Q: 3 clusters Score -2.268115e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129292 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -22681142.000000 Penalty: 14441.686523
	Iteration 73Q: 3 clusters Score -2.268114e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129294 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -22681168.000000 Penalty: 14441.686523
	Iteration 74Q: 3 clusters Score -2.268117e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129295 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -22681170.000000 Penalty: 14441.686523
	Iteration 75Q: 3 clusters Score -2.268117e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129296 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -22681178.000000 Penalty: 14441.686523
	Iteration 76Q: 3 clusters Score -2.268118e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129298 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -22681168.000000 Penalty: 14441.686523
	Iteration 77Q: 3 clusters Score -2.268117e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129299 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -22681166.000000 Penalty: 14441.686523
	Iteration 78Q: 3 clusters Score -2.268117e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129300 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -22681150.000000 Penalty: 14441.686523
	Iteration 79Q: 3 clusters Score -2.268115e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129300 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -22681150.000000 Penalty: 14441.686523
	Iteration 80F: 3 clusters Score -2.268115e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Entering Unmasked Estep 
Score: -167981.640625 Penalty: 4312.864746
	Iteration 0F: 2 clusters Score -167981.6 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 569 members 
Entering Unmasked Estep 
Score: -163910.609375 Penalty: 8625.729492
	Iteration 0F: 3 clusters Score -163910.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -164363.343750 Penalty: 8625.729492
	Iteration 1F: 3 clusters Score -164363.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -164512.937500 Penalty: 8625.729492
	Iteration 2Q: 3 clusters Score -164512.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -164587.203125 Penalty: 8625.729492
	Iteration 3Q: 3 clusters Score -164587.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -164646.625000 Penalty: 8625.729492
	Iteration 4Q: 3 clusters Score -164646.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -164709.953125 Penalty: 8625.729492
	Iteration 5Q: 3 clusters Score -164710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -164763.765625 Penalty: 8625.729492
	Iteration 6Q: 3 clusters Score -164763.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -164813.734375 Penalty: 8625.729492
	Iteration 7Q: 3 clusters Score -164813.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -164821.390625 Penalty: 8625.729492
	Iteration 8Q: 3 clusters Score -164821.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -164828.625000 Penalty: 8625.729492
	Iteration 9Q: 3 clusters Score -164828.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -164838.562500 Penalty: 8625.729492
	Iteration 10Q: 3 clusters Score -164838.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -164848.921875 Penalty: 8625.729492
	Iteration 11Q: 3 clusters Score -164848.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -164860.390625 Penalty: 8625.729492
	Iteration 12Q: 3 clusters Score -164860.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -164900.015625 Penalty: 8625.729492
	Iteration 13Q: 3 clusters Score -164900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -164943.859375 Penalty: 8625.729492
	Iteration 14Q: 3 clusters Score -164943.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -164989.406250 Penalty: 8625.729492
	Iteration 15Q: 3 clusters Score -164989.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -165045.843750 Penalty: 8625.729492
	Iteration 16Q: 3 clusters Score -165045.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -165069.375000 Penalty: 8625.729492
	Iteration 17Q: 3 clusters Score -165069.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -165085.218750 Penalty: 8625.729492
	Iteration 18Q: 3 clusters Score -165085.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -165104.562500 Penalty: 8625.729492
	Iteration 19Q: 3 clusters Score -165104.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -165116.906250 Penalty: 8625.729492
	Iteration 20F: 3 clusters Score -165116.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -165127.109375 Penalty: 8625.729492
	Iteration 21Q: 3 clusters Score -165127.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -165132.531250 Penalty: 8625.729492
	Iteration 22Q: 3 clusters Score -165132.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -165139.453125 Penalty: 8625.729492
	Iteration 23Q: 3 clusters Score -165139.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -165145.546875 Penalty: 8625.729492
	Iteration 24Q: 3 clusters Score -165145.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -165155.781250 Penalty: 8625.729492
	Iteration 25Q: 3 clusters Score -165155.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -165158.953125 Penalty: 8625.729492
	Iteration 26Q: 3 clusters Score -165159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -165158.953125 Penalty: 8625.729492
	Iteration 27F: 3 clusters Score -165159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Entering Unmasked Estep 
Score: -230140.531250 Penalty: 4453.066406
	Iteration 0F: 2 clusters Score -230140.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -225631.140625 Penalty: 8906.132812
	Iteration 0F: 3 clusters Score -225631.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -226063.812500 Penalty: 8906.132812
	Iteration 1F: 3 clusters Score -226063.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -226268.234375 Penalty: 8906.132812
	Iteration 2Q: 3 clusters Score -226268.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -226440.406250 Penalty: 8906.132812
	Iteration 3Q: 3 clusters Score -226440.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -226551.281250 Penalty: 8906.132812
	Iteration 4Q: 3 clusters Score -226551.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -226606.156250 Penalty: 8906.132812
	Iteration 5Q: 3 clusters Score -226606.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -226654.906250 Penalty: 8906.132812
	Iteration 6Q: 3 clusters Score -226654.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -226696.562500 Penalty: 8906.132812
	Iteration 7Q: 3 clusters Score -226696.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -226755.953125 Penalty: 8906.132812
	Iteration 8Q: 3 clusters Score -226756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -226798.734375 Penalty: 8906.132812
	Iteration 9Q: 3 clusters Score -226798.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -226826.843750 Penalty: 8906.132812
	Iteration 10Q: 3 clusters Score -226826.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -226857.921875 Penalty: 8906.132812
	Iteration 11Q: 3 clusters Score -226857.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -226875.218750 Penalty: 8906.132812
	Iteration 12Q: 3 clusters Score -226875.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -226883.078125 Penalty: 8906.132812
	Iteration 13Q: 3 clusters Score -226883.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -226887.703125 Penalty: 8906.132812
	Iteration 14Q: 3 clusters Score -226887.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -226888.875000 Penalty: 8906.132812
	Iteration 15Q: 3 clusters Score -226888.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -226894.578125 Penalty: 8906.132812
	Iteration 16Q: 3 clusters Score -226894.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -226899.078125 Penalty: 8906.132812
	Iteration 17Q: 3 clusters Score -226899.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -226901.250000 Penalty: 8906.132812
	Iteration 18Q: 3 clusters Score -226901.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -226902.609375 Penalty: 8906.132812
	Iteration 19Q: 3 clusters Score -226902.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -226904.562500 Penalty: 8906.132812
	Iteration 20F: 3 clusters Score -226904.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -226906.781250 Penalty: 8906.132812
	Iteration 21Q: 3 clusters Score -226906.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -226911.968750 Penalty: 8906.132812
	Iteration 22Q: 3 clusters Score -226912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -226915.437500 Penalty: 8906.132812
	Iteration 23Q: 3 clusters Score -226915.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -226915.437500 Penalty: 8906.132812
	Iteration 24F: 3 clusters Score -226915.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (33050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33050 members 
Entering Unmasked Estep 
Score: -5426879.000000 Penalty: 6373.538574
	Iteration 0F: 2 clusters Score -5426879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -5402143.500000 Penalty: 12747.077148
	Iteration 0F: 3 clusters Score -5402144 nChanged 13960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -5409493.000000 Penalty: 12747.077148
	Iteration 1F: 3 clusters Score -5409493 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -5410321.500000 Penalty: 12747.077148
	Iteration 2F: 3 clusters Score -5410322 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -5411022.000000 Penalty: 12747.077148
	Iteration 3Q: 3 clusters Score -5411022 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -5411547.000000 Penalty: 12747.077148
	Iteration 4Q: 3 clusters Score -5411547 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -5412085.000000 Penalty: 12747.077148
	Iteration 5Q: 3 clusters Score -5412085 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -5412504.500000 Penalty: 12747.077148
	Iteration 6Q: 3 clusters Score -5412504 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -5412896.500000 Penalty: 12747.077148
	Iteration 7Q: 3 clusters Score -5412896 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -5413331.000000 Penalty: 12747.077148
	Iteration 8Q: 3 clusters Score -5413331 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -5413845.500000 Penalty: 12747.077148
	Iteration 9Q: 3 clusters Score -5413846 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -5414416.500000 Penalty: 12747.077148
	Iteration 10Q: 3 clusters Score -5414416 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -5415115.000000 Penalty: 12747.077148
	Iteration 11Q: 3 clusters Score -5415115 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -5415948.500000 Penalty: 12747.077148
	Iteration 12Q: 3 clusters Score -5415948 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -5416883.000000 Penalty: 12747.077148
	Iteration 13Q: 3 clusters Score -5416883 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -5417795.500000 Penalty: 12747.077148
	Iteration 14Q: 3 clusters Score -5417796 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -5418634.500000 Penalty: 12747.077148
	Iteration 15Q: 3 clusters Score -5418634 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -5419390.000000 Penalty: 12747.077148
	Iteration 16Q: 3 clusters Score -5419390 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26462 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -5419953.000000 Penalty: 12747.077148
	Iteration 17Q: 3 clusters Score -5419953 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -5420366.000000 Penalty: 12747.077148
	Iteration 18Q: 3 clusters Score -5420366 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27761 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -5420709.000000 Penalty: 12747.077148
	Iteration 19Q: 3 clusters Score -5420709 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28267 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -5420963.000000 Penalty: 12747.077148
	Iteration 20F: 3 clusters Score -5420963 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28676 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -5421181.500000 Penalty: 12747.077148
	Iteration 21Q: 3 clusters Score -5421182 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29041 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -5421356.500000 Penalty: 12747.077148
	Iteration 22Q: 3 clusters Score -5421356 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29341 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -5421514.000000 Penalty: 12747.077148
	Iteration 23Q: 3 clusters Score -5421514 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29585 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -5421631.000000 Penalty: 12747.077148
	Iteration 24Q: 3 clusters Score -5421631 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29773 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -5421742.000000 Penalty: 12747.077148
	Iteration 25Q: 3 clusters Score -5421742 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29937 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -5421805.500000 Penalty: 12747.077148
	Iteration 26Q: 3 clusters Score -5421806 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30077 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -5421852.000000 Penalty: 12747.077148
	Iteration 27Q: 3 clusters Score -5421852 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30195 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -5421929.500000 Penalty: 12747.077148
	Iteration 28Q: 3 clusters Score -5421930 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30312 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -5421974.000000 Penalty: 12747.077148
	Iteration 29Q: 3 clusters Score -5421974 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30418 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -5422019.000000 Penalty: 12747.077148
	Iteration 30Q: 3 clusters Score -5422019 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30502 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -5422069.000000 Penalty: 12747.077148
	Iteration 31Q: 3 clusters Score -5422069 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -5422094.000000 Penalty: 12747.077148
	Iteration 32Q: 3 clusters Score -5422094 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30618 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -5422135.000000 Penalty: 12747.077148
	Iteration 33Q: 3 clusters Score -5422135 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30670 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -5422145.500000 Penalty: 12747.077148
	Iteration 34Q: 3 clusters Score -5422146 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30713 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -5422164.000000 Penalty: 12747.077148
	Iteration 35Q: 3 clusters Score -5422164 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30743 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -5422177.000000 Penalty: 12747.077148
	Iteration 36Q: 3 clusters Score -5422177 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30775 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -5422190.000000 Penalty: 12747.077148
	Iteration 37Q: 3 clusters Score -5422190 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30804 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -5422211.000000 Penalty: 12747.077148
	Iteration 38Q: 3 clusters Score -5422211 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30822 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -5422217.000000 Penalty: 12747.077148
	Iteration 39Q: 3 clusters Score -5422217 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30844 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -5422220.000000 Penalty: 12747.077148
	Iteration 40F: 3 clusters Score -5422220 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30863 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -5422219.000000 Penalty: 12747.077148
	Iteration 41Q: 3 clusters Score -5422219 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30876 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -5422235.000000 Penalty: 12747.077148
	Iteration 42Q: 3 clusters Score -5422235 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -5422238.000000 Penalty: 12747.077148
	Iteration 43Q: 3 clusters Score -5422238 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30904 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -5422240.000000 Penalty: 12747.077148
	Iteration 44Q: 3 clusters Score -5422240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30909 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -5422244.000000 Penalty: 12747.077148
	Iteration 45Q: 3 clusters Score -5422244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30924 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -5422254.500000 Penalty: 12747.077148
	Iteration 46Q: 3 clusters Score -5422254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30932 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -5422262.000000 Penalty: 12747.077148
	Iteration 47Q: 3 clusters Score -5422262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30942 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -5422266.500000 Penalty: 12747.077148
	Iteration 48Q: 3 clusters Score -5422266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30948 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -5422273.500000 Penalty: 12747.077148
	Iteration 49Q: 3 clusters Score -5422274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30956 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -5422273.000000 Penalty: 12747.077148
	Iteration 50Q: 3 clusters Score -5422273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30960 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -5422277.500000 Penalty: 12747.077148
	Iteration 51Q: 3 clusters Score -5422278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30965 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -5422286.500000 Penalty: 12747.077148
	Iteration 52Q: 3 clusters Score -5422286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -5422282.000000 Penalty: 12747.077148
	Iteration 53Q: 3 clusters Score -5422282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30975 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -5422282.000000 Penalty: 12747.077148
	Iteration 54Q: 3 clusters Score -5422282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30979 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -5422284.000000 Penalty: 12747.077148
	Iteration 55Q: 3 clusters Score -5422284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30982 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -5422288.000000 Penalty: 12747.077148
	Iteration 56Q: 3 clusters Score -5422288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30988 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -5422294.500000 Penalty: 12747.077148
	Iteration 57Q: 3 clusters Score -5422294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30991 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -5422297.000000 Penalty: 12747.077148
	Iteration 58Q: 3 clusters Score -5422297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30990 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -5422303.000000 Penalty: 12747.077148
	Iteration 59Q: 3 clusters Score -5422303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30993 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -5422306.000000 Penalty: 12747.077148
	Iteration 60F: 3 clusters Score -5422306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30995 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -5422300.500000 Penalty: 12747.077148
	Iteration 61Q: 3 clusters Score -5422300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30995 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -5422300.500000 Penalty: 12747.077148
	Iteration 62F: 3 clusters Score -5422300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (24692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24692 members 
Entering Unmasked Estep 
Score: -4305388.500000 Penalty: 6194.968750
	Iteration 0F: 2 clusters Score -4305388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -4285811.000000 Penalty: 12389.937500
	Iteration 0F: 3 clusters Score -4285811 nChanged 10240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -4291169.500000 Penalty: 12389.937500
	Iteration 1F: 3 clusters Score -4291170 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -4291909.000000 Penalty: 12389.937500
	Iteration 2F: 3 clusters Score -4291909 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -4292430.500000 Penalty: 12389.937500
	Iteration 3F: 3 clusters Score -4292430 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -4292819.500000 Penalty: 12389.937500
	Iteration 4Q: 3 clusters Score -4292820 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -4293204.000000 Penalty: 12389.937500
	Iteration 5Q: 3 clusters Score -4293204 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -4293473.500000 Penalty: 12389.937500
	Iteration 6Q: 3 clusters Score -4293474 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -4293777.500000 Penalty: 12389.937500
	Iteration 7Q: 3 clusters Score -4293778 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -4294028.500000 Penalty: 12389.937500
	Iteration 8Q: 3 clusters Score -4294028 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -4294316.500000 Penalty: 12389.937500
	Iteration 9Q: 3 clusters Score -4294316 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -4294589.500000 Penalty: 12389.937500
	Iteration 10Q: 3 clusters Score -4294590 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -4294945.000000 Penalty: 12389.937500
	Iteration 11Q: 3 clusters Score -4294945 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -4295335.000000 Penalty: 12389.937500
	Iteration 12Q: 3 clusters Score -4295335 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -4295836.000000 Penalty: 12389.937500
	Iteration 13Q: 3 clusters Score -4295836 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -4296386.500000 Penalty: 12389.937500
	Iteration 14Q: 3 clusters Score -4296386 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -4296959.500000 Penalty: 12389.937500
	Iteration 15Q: 3 clusters Score -4296960 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -4297592.500000 Penalty: 12389.937500
	Iteration 16Q: 3 clusters Score -4297592 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -4298166.500000 Penalty: 12389.937500
	Iteration 17Q: 3 clusters Score -4298166 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -4298624.500000 Penalty: 12389.937500
	Iteration 18Q: 3 clusters Score -4298624 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -4298987.000000 Penalty: 12389.937500
	Iteration 19Q: 3 clusters Score -4298987 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -4299255.000000 Penalty: 12389.937500
	Iteration 20F: 3 clusters Score -4299255 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -4299460.000000 Penalty: 12389.937500
	Iteration 21Q: 3 clusters Score -4299460 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -4299610.000000 Penalty: 12389.937500
	Iteration 22Q: 3 clusters Score -4299610 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -4299705.000000 Penalty: 12389.937500
	Iteration 23Q: 3 clusters Score -4299705 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -4299785.000000 Penalty: 12389.937500
	Iteration 24Q: 3 clusters Score -4299785 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -4299836.000000 Penalty: 12389.937500
	Iteration 25Q: 3 clusters Score -4299836 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -4299894.000000 Penalty: 12389.937500
	Iteration 26Q: 3 clusters Score -4299894 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -4299940.500000 Penalty: 12389.937500
	Iteration 27Q: 3 clusters Score -4299940 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -4299987.000000 Penalty: 12389.937500
	Iteration 28Q: 3 clusters Score -4299987 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -4300009.500000 Penalty: 12389.937500
	Iteration 29Q: 3 clusters Score -4300010 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -4300037.500000 Penalty: 12389.937500
	Iteration 30Q: 3 clusters Score -4300038 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -4300058.000000 Penalty: 12389.937500
	Iteration 31Q: 3 clusters Score -4300058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -4300063.500000 Penalty: 12389.937500
	Iteration 32Q: 3 clusters Score -4300064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -4300079.500000 Penalty: 12389.937500
	Iteration 33Q: 3 clusters Score -4300080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -4300098.500000 Penalty: 12389.937500
	Iteration 34Q: 3 clusters Score -4300098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -4300119.000000 Penalty: 12389.937500
	Iteration 35Q: 3 clusters Score -4300119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -4300115.500000 Penalty: 12389.937500
	Iteration 36Q: 3 clusters Score -4300116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -4300120.000000 Penalty: 12389.937500
	Iteration 37Q: 3 clusters Score -4300120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -4300115.500000 Penalty: 12389.937500
	Iteration 38Q: 3 clusters Score -4300116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23898 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -4300122.500000 Penalty: 12389.937500
	Iteration 39Q: 3 clusters Score -4300122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -4300124.000000 Penalty: 12389.937500
	Iteration 40F: 3 clusters Score -4300124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -4300129.000000 Penalty: 12389.937500
	Iteration 41Q: 3 clusters Score -4300129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -4300124.500000 Penalty: 12389.937500
	Iteration 42Q: 3 clusters Score -4300124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23906 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -4300132.000000 Penalty: 12389.937500
	Iteration 43Q: 3 clusters Score -4300132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -4300128.500000 Penalty: 12389.937500
	Iteration 44Q: 3 clusters Score -4300128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -4300128.500000 Penalty: 12389.937500
	Iteration 45F: 3 clusters Score -4300128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Entering Unmasked Estep 
Score: -266541.781250 Penalty: 4546.935547
	Iteration 0F: 2 clusters Score -266541.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -261818.437500 Penalty: 9093.871094
	Iteration 0F: 3 clusters Score -261818.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -262462.312500 Penalty: 9093.871094
	Iteration 1F: 3 clusters Score -262462.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -262807.156250 Penalty: 9093.871094
	Iteration 2F: 3 clusters Score -262807.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -262949.687500 Penalty: 9093.871094
	Iteration 3Q: 3 clusters Score -262949.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -263022.781250 Penalty: 9093.871094
	Iteration 4Q: 3 clusters Score -263022.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -263066.593750 Penalty: 9093.871094
	Iteration 5Q: 3 clusters Score -263066.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -263105.843750 Penalty: 9093.871094
	Iteration 6Q: 3 clusters Score -263105.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -263136.031250 Penalty: 9093.871094
	Iteration 7Q: 3 clusters Score -263136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -263163.718750 Penalty: 9093.871094
	Iteration 8Q: 3 clusters Score -263163.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -263176.562500 Penalty: 9093.871094
	Iteration 9Q: 3 clusters Score -263176.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -263189.593750 Penalty: 9093.871094
	Iteration 10Q: 3 clusters Score -263189.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -263208.156250 Penalty: 9093.871094
	Iteration 11Q: 3 clusters Score -263208.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -263224.093750 Penalty: 9093.871094
	Iteration 12Q: 3 clusters Score -263224.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -263250.531250 Penalty: 9093.871094
	Iteration 13Q: 3 clusters Score -263250.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -263274.437500 Penalty: 9093.871094
	Iteration 14Q: 3 clusters Score -263274.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -263295.906250 Penalty: 9093.871094
	Iteration 15Q: 3 clusters Score -263295.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -263306.281250 Penalty: 9093.871094
	Iteration 16Q: 3 clusters Score -263306.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -263317.562500 Penalty: 9093.871094
	Iteration 17Q: 3 clusters Score -263317.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -263328.812500 Penalty: 9093.871094
	Iteration 18Q: 3 clusters Score -263328.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -263339.187500 Penalty: 9093.871094
	Iteration 19Q: 3 clusters Score -263339.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -263353.437500 Penalty: 9093.871094
	Iteration 20F: 3 clusters Score -263353.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -263358.968750 Penalty: 9093.871094
	Iteration 21Q: 3 clusters Score -263359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -263369.062500 Penalty: 9093.871094
	Iteration 22Q: 3 clusters Score -263369.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -263374.625000 Penalty: 9093.871094
	Iteration 23Q: 3 clusters Score -263374.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -263385.718750 Penalty: 9093.871094
	Iteration 24Q: 3 clusters Score -263385.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -263410.593750 Penalty: 9093.871094
	Iteration 25Q: 3 clusters Score -263410.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -263445.375000 Penalty: 9093.871094
	Iteration 26Q: 3 clusters Score -263445.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -263471.000000 Penalty: 9093.871094
	Iteration 27Q: 3 clusters Score -263471 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -263496.250000 Penalty: 9093.871094
	Iteration 28Q: 3 clusters Score -263496.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -263521.718750 Penalty: 9093.871094
	Iteration 29Q: 3 clusters Score -263521.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -263556.781250 Penalty: 9093.871094
	Iteration 30Q: 3 clusters Score -263556.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -263595.375000 Penalty: 9093.871094
	Iteration 31Q: 3 clusters Score -263595.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -263645.843750 Penalty: 9093.871094
	Iteration 32Q: 3 clusters Score -263645.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -263682.500000 Penalty: 9093.871094
	Iteration 33Q: 3 clusters Score -263682.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -263725.562500 Penalty: 9093.871094
	Iteration 34Q: 3 clusters Score -263725.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -263767.437500 Penalty: 9093.871094
	Iteration 35Q: 3 clusters Score -263767.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -263807.031250 Penalty: 9093.871094
	Iteration 36Q: 3 clusters Score -263807 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -263884.250000 Penalty: 9093.871094
	Iteration 37Q: 3 clusters Score -263884.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -263957.750000 Penalty: 9093.871094
	Iteration 38Q: 3 clusters Score -263957.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -264045.687500 Penalty: 9093.871094
	Iteration 39Q: 3 clusters Score -264045.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -264129.406250 Penalty: 9093.871094
	Iteration 40F: 3 clusters Score -264129.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -264276.718750 Penalty: 9093.871094
	Iteration 41Q: 3 clusters Score -264276.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -264512.406250 Penalty: 9093.871094
	Iteration 42Q: 3 clusters Score -264512.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -264638.281250 Penalty: 9093.871094
	Iteration 43Q: 3 clusters Score -264638.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -264699.500000 Penalty: 9093.871094
	Iteration 44Q: 3 clusters Score -264699.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -264739.656250 Penalty: 9093.871094
	Iteration 45Q: 3 clusters Score -264739.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -264760.343750 Penalty: 9093.871094
	Iteration 46Q: 3 clusters Score -264760.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -264770.437500 Penalty: 9093.871094
	Iteration 47Q: 3 clusters Score -264770.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -264786.593750 Penalty: 9093.871094
	Iteration 48Q: 3 clusters Score -264786.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -264796.968750 Penalty: 9093.871094
	Iteration 49Q: 3 clusters Score -264797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -264806.812500 Penalty: 9093.871094
	Iteration 50Q: 3 clusters Score -264806.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -264814.281250 Penalty: 9093.871094
	Iteration 51Q: 3 clusters Score -264814.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -264818.312500 Penalty: 9093.871094
	Iteration 52Q: 3 clusters Score -264818.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -264820.187500 Penalty: 9093.871094
	Iteration 53Q: 3 clusters Score -264820.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -264824.750000 Penalty: 9093.871094
	Iteration 54Q: 3 clusters Score -264824.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -264835.125000 Penalty: 9093.871094
	Iteration 55Q: 3 clusters Score -264835.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -264843.000000 Penalty: 9093.871094
	Iteration 56Q: 3 clusters Score -264843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -264856.343750 Penalty: 9093.871094
	Iteration 57Q: 3 clusters Score -264856.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -264865.031250 Penalty: 9093.871094
	Iteration 58Q: 3 clusters Score -264865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -264872.531250 Penalty: 9093.871094
	Iteration 59Q: 3 clusters Score -264872.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -264885.093750 Penalty: 9093.871094
	Iteration 60F: 3 clusters Score -264885.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -264896.375000 Penalty: 9093.871094
	Iteration 61Q: 3 clusters Score -264896.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -264901.156250 Penalty: 9093.871094
	Iteration 62Q: 3 clusters Score -264901.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -264912.093750 Penalty: 9093.871094
	Iteration 63Q: 3 clusters Score -264912.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -264917.375000 Penalty: 9093.871094
	Iteration 64Q: 3 clusters Score -264917.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -264919.656250 Penalty: 9093.871094
	Iteration 65Q: 3 clusters Score -264919.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -264923.281250 Penalty: 9093.871094
	Iteration 66Q: 3 clusters Score -264923.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -264926.281250 Penalty: 9093.871094
	Iteration 67Q: 3 clusters Score -264926.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -264926.281250 Penalty: 9093.871094
	Iteration 68F: 3 clusters Score -264926.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Entering Unmasked Estep 
Score: -3945787.000000 Penalty: 6145.495605
	Iteration 0F: 2 clusters Score -3945787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -3927530.750000 Penalty: 12290.991211
	Iteration 0F: 3 clusters Score -3927531 nChanged 9336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -3932776.750000 Penalty: 12290.991211
	Iteration 1F: 3 clusters Score -3932777 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -3934186.750000 Penalty: 12290.991211
	Iteration 2F: 3 clusters Score -3934187 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -3935554.500000 Penalty: 12290.991211
	Iteration 3F: 3 clusters Score -3935554 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -3936963.000000 Penalty: 12290.991211
	Iteration 4F: 3 clusters Score -3936963 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -3938291.250000 Penalty: 12290.991211
	Iteration 5F: 3 clusters Score -3938291 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -3939504.250000 Penalty: 12290.991211
	Iteration 6F: 3 clusters Score -3939504 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -3940665.000000 Penalty: 12290.991211
	Iteration 7F: 3 clusters Score -3940665 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -3941607.750000 Penalty: 12290.991211
	Iteration 8Q: 3 clusters Score -3941608 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -3942254.250000 Penalty: 12290.991211
	Iteration 9Q: 3 clusters Score -3942254 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -3942733.250000 Penalty: 12290.991211
	Iteration 10Q: 3 clusters Score -3942733 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -3943132.750000 Penalty: 12290.991211
	Iteration 11Q: 3 clusters Score -3943133 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -3943445.250000 Penalty: 12290.991211
	Iteration 12Q: 3 clusters Score -3943445 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -3943737.000000 Penalty: 12290.991211
	Iteration 13Q: 3 clusters Score -3943737 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -3943940.500000 Penalty: 12290.991211
	Iteration 14Q: 3 clusters Score -3943940 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -3944035.000000 Penalty: 12290.991211
	Iteration 15Q: 3 clusters Score -3944035 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -3944104.000000 Penalty: 12290.991211
	Iteration 16Q: 3 clusters Score -3944104 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -3944140.000000 Penalty: 12290.991211
	Iteration 17Q: 3 clusters Score -3944140 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -3944155.500000 Penalty: 12290.991211
	Iteration 18Q: 3 clusters Score -3944156 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -3944151.750000 Penalty: 12290.991211
	Iteration 19Q: 3 clusters Score -3944152 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -3944173.500000 Penalty: 12290.991211
	Iteration 20F: 3 clusters Score -3944174 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -3944182.250000 Penalty: 12290.991211
	Iteration 21Q: 3 clusters Score -3944182 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -3944187.750000 Penalty: 12290.991211
	Iteration 22Q: 3 clusters Score -3944188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -3944200.000000 Penalty: 12290.991211
	Iteration 23Q: 3 clusters Score -3944200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -3944210.000000 Penalty: 12290.991211
	Iteration 24Q: 3 clusters Score -3944210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -3944204.750000 Penalty: 12290.991211
	Iteration 25Q: 3 clusters Score -3944205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -3944207.000000 Penalty: 12290.991211
	Iteration 26Q: 3 clusters Score -3944207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -3944207.750000 Penalty: 12290.991211
	Iteration 27Q: 3 clusters Score -3944208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -3944210.500000 Penalty: 12290.991211
	Iteration 28Q: 3 clusters Score -3944210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -3944215.750000 Penalty: 12290.991211
	Iteration 29Q: 3 clusters Score -3944216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -3944217.750000 Penalty: 12290.991211
	Iteration 30Q: 3 clusters Score -3944218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -3944219.000000 Penalty: 12290.991211
	Iteration 31Q: 3 clusters Score -3944219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -3944221.500000 Penalty: 12290.991211
	Iteration 32Q: 3 clusters Score -3944222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -3944221.000000 Penalty: 12290.991211
	Iteration 33Q: 3 clusters Score -3944221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -3944223.500000 Penalty: 12290.991211
	Iteration 34Q: 3 clusters Score -3944224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -3944222.750000 Penalty: 12290.991211
	Iteration 35Q: 3 clusters Score -3944223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -3944222.250000 Penalty: 12290.991211
	Iteration 36Q: 3 clusters Score -3944222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -3944223.500000 Penalty: 12290.991211
	Iteration 37Q: 3 clusters Score -3944224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -3944222.250000 Penalty: 12290.991211
	Iteration 38Q: 3 clusters Score -3944222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -3944225.000000 Penalty: 12290.991211
	Iteration 39Q: 3 clusters Score -3944225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -3944226.750000 Penalty: 12290.991211
	Iteration 40F: 3 clusters Score -3944227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Entering Unmasked Estep 
Score: -204472.750000 Penalty: 4415.720703
	Iteration 0F: 2 clusters Score -204472.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -200091.546875 Penalty: 8831.441406
	Iteration 0F: 3 clusters Score -200091.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -200727.484375 Penalty: 8831.441406
	Iteration 1F: 3 clusters Score -200727.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -200984.218750 Penalty: 8831.441406
	Iteration 2F: 3 clusters Score -200984.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -201188.718750 Penalty: 8831.441406
	Iteration 3Q: 3 clusters Score -201188.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -201491.812500 Penalty: 8831.441406
	Iteration 4Q: 3 clusters Score -201491.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -201924.031250 Penalty: 8831.441406
	Iteration 5Q: 3 clusters Score -201924 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -202364.765625 Penalty: 8831.441406
	Iteration 6F: 3 clusters Score -202364.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -203130.125000 Penalty: 8831.441406
	Iteration 7F: 3 clusters Score -203130.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -203492.640625 Penalty: 8831.441406
	Iteration 8Q: 3 clusters Score -203492.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -203860.437500 Penalty: 8831.441406
	Iteration 9Q: 3 clusters Score -203860.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -204103.093750 Penalty: 8831.441406
	Iteration 10Q: 3 clusters Score -204103.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -204224.625000 Penalty: 8831.441406
	Iteration 11Q: 3 clusters Score -204224.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -204287.687500 Penalty: 8831.441406
	Iteration 12Q: 3 clusters Score -204287.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -204314.562500 Penalty: 8831.441406
	Iteration 13Q: 3 clusters Score -204314.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -204325.281250 Penalty: 8831.441406
	Iteration 14Q: 3 clusters Score -204325.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -204329.250000 Penalty: 8831.441406
	Iteration 15Q: 3 clusters Score -204329.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -204331.734375 Penalty: 8831.441406
	Iteration 16Q: 3 clusters Score -204331.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -204331.734375 Penalty: 8831.441406
	Iteration 17F: 3 clusters Score -204331.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Entering Unmasked Estep 
Score: -141297.109375 Penalty: 4187.208984
	Iteration 0F: 2 clusters Score -141297.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -137524.250000 Penalty: 8374.417969
	Iteration 0F: 3 clusters Score -137524.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -138111.453125 Penalty: 8374.417969
	Iteration 1F: 3 clusters Score -138111.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -138522.265625 Penalty: 8374.417969
	Iteration 2F: 3 clusters Score -138522.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -138968.062500 Penalty: 8374.417969
	Iteration 3F: 3 clusters Score -138968.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -139634.828125 Penalty: 8374.417969
	Iteration 4F: 3 clusters Score -139634.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -140430.000000 Penalty: 8374.417969
	Iteration 5F: 3 clusters Score -140430 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -140669.125000 Penalty: 8374.417969
	Iteration 6F: 3 clusters Score -140669.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -140759.093750 Penalty: 8374.417969
	Iteration 7Q: 3 clusters Score -140759.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -140792.671875 Penalty: 8374.417969
	Iteration 8Q: 3 clusters Score -140792.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -140805.250000 Penalty: 8374.417969
	Iteration 9Q: 3 clusters Score -140805.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -140805.250000 Penalty: 8374.417969
	Iteration 10F: 3 clusters Score -140805.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (38618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38618 members 
Entering Unmasked Estep 
Score: -6527758.500000 Penalty: 6468.902832
	Iteration 0F: 2 clusters Score -6527758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -6499415.500000 Penalty: 12937.805664
	Iteration 0F: 3 clusters Score -6499416 nChanged 16588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -6508187.000000 Penalty: 12937.805664
	Iteration 1F: 3 clusters Score -6508187 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -6509024.500000 Penalty: 12937.805664
	Iteration 2F: 3 clusters Score -6509024 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -6509774.500000 Penalty: 12937.805664
	Iteration 3Q: 3 clusters Score -6509774 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -6510542.000000 Penalty: 12937.805664
	Iteration 4Q: 3 clusters Score -6510542 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 24984 members 
Entering Unmasked Estep 
Score: -6511468.500000 Penalty: 12937.805664
	Iteration 5Q: 3 clusters Score -6511468 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 26835 members 
Entering Unmasked Estep 
Score: -6512683.500000 Penalty: 12937.805664
	Iteration 6F: 3 clusters Score -6512684 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 28991 members 
Entering Unmasked Estep 
Score: -6514310.500000 Penalty: 12937.805664
	Iteration 7F: 3 clusters Score -6514310 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 31208 members 
Entering Unmasked Estep 
Score: -6516097.000000 Penalty: 12937.805664
	Iteration 8F: 3 clusters Score -6516097 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 33280 members 
Entering Unmasked Estep 
Score: -6517940.500000 Penalty: 12937.805664
	Iteration 9F: 3 clusters Score -6517940 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 34983 members 
Entering Unmasked Estep 
Score: -6519472.000000 Penalty: 12937.805664
	Iteration 10Q: 3 clusters Score -6519472 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 36186 members 
Entering Unmasked Estep 
Score: -6520640.500000 Penalty: 12937.805664
	Iteration 11Q: 3 clusters Score -6520640 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 36919 members 
Entering Unmasked Estep 
Score: -6521307.500000 Penalty: 12937.805664
	Iteration 12Q: 3 clusters Score -6521308 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 37291 members 
Entering Unmasked Estep 
Score: -6521622.500000 Penalty: 12937.805664
	Iteration 13Q: 3 clusters Score -6521622 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 37495 members 
Entering Unmasked Estep 
Score: -6521825.000000 Penalty: 12937.805664
	Iteration 14Q: 3 clusters Score -6521825 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 37614 members 
Entering Unmasked Estep 
Score: -6521959.000000 Penalty: 12937.805664
	Iteration 15Q: 3 clusters Score -6521959 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 37700 members 
Entering Unmasked Estep 
Score: -6522069.500000 Penalty: 12937.805664
	Iteration 16Q: 3 clusters Score -6522070 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 37760 members 
Entering Unmasked Estep 
Score: -6522121.000000 Penalty: 12937.805664
	Iteration 17Q: 3 clusters Score -6522121 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 37797 members 
Entering Unmasked Estep 
Score: -6522189.000000 Penalty: 12937.805664
	Iteration 18Q: 3 clusters Score -6522189 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 37822 members 
Entering Unmasked Estep 
Score: -6522223.000000 Penalty: 12937.805664
	Iteration 19Q: 3 clusters Score -6522223 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 37840 members 
Entering Unmasked Estep 
Score: -6522242.000000 Penalty: 12937.805664
	Iteration 20F: 3 clusters Score -6522242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 37853 members 
Entering Unmasked Estep 
Score: -6522265.000000 Penalty: 12937.805664
	Iteration 21Q: 3 clusters Score -6522265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 37861 members 
Entering Unmasked Estep 
Score: -6522275.000000 Penalty: 12937.805664
	Iteration 22Q: 3 clusters Score -6522275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 37864 members 
Entering Unmasked Estep 
Score: -6522275.500000 Penalty: 12937.805664
	Iteration 23Q: 3 clusters Score -6522276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 37871 members 
Entering Unmasked Estep 
Score: -6522284.000000 Penalty: 12937.805664
	Iteration 24Q: 3 clusters Score -6522284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 37875 members 
Entering Unmasked Estep 
Score: -6522290.500000 Penalty: 12937.805664
	Iteration 25Q: 3 clusters Score -6522290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 37878 members 
Entering Unmasked Estep 
Score: -6522282.000000 Penalty: 12937.805664
	Iteration 26Q: 3 clusters Score -6522282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 37881 members 
Entering Unmasked Estep 
Score: -6522287.000000 Penalty: 12937.805664
	Iteration 27Q: 3 clusters Score -6522287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 37883 members 
Entering Unmasked Estep 
Score: -6522283.500000 Penalty: 12937.805664
	Iteration 28Q: 3 clusters Score -6522284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 37884 members 
Entering Unmasked Estep 
Score: -6522287.000000 Penalty: 12937.805664
	Iteration 29Q: 3 clusters Score -6522287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 37884 members 
Entering Unmasked Estep 
Score: -6522287.000000 Penalty: 12937.805664
	Iteration 30F: 3 clusters Score -6522287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (350471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350471 members 
Entering Unmasked Estep 
Score: -60262620.000000 Penalty: 7819.808105
	Iteration 0F: 2 clusters Score -6.026262e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175421 members 
Mstep: Class 2 contains 175050 members 
Entering Unmasked Estep 
Score: -60041384.000000 Penalty: 15639.616211
	Iteration 0F: 3 clusters Score -6.004138e+07 nChanged 167365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178048 members 
Mstep: Class 2 contains 172423 members 
Entering Unmasked Estep 
Score: -60137748.000000 Penalty: 15639.616211
	Iteration 1F: 3 clusters Score -6.013775e+07 nChanged 9760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179794 members 
Mstep: Class 2 contains 170677 members 
Entering Unmasked Estep 
Score: -60139464.000000 Penalty: 15639.616211
	Iteration 2Q: 3 clusters Score -6.013946e+07 nChanged 10441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182417 members 
Mstep: Class 2 contains 168054 members 
Entering Unmasked Estep 
Score: -60142376.000000 Penalty: 15639.616211
	Iteration 3Q: 3 clusters Score -6.014238e+07 nChanged 12339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186468 members 
Mstep: Class 2 contains 164003 members 
Entering Unmasked Estep 
Score: -60146760.000000 Penalty: 15639.616211
	Iteration 4Q: 3 clusters Score -6.014676e+07 nChanged 15048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192572 members 
Mstep: Class 2 contains 157899 members 
Entering Unmasked Estep 
Score: -60153952.000000 Penalty: 15639.616211
	Iteration 5Q: 3 clusters Score -6.015395e+07 nChanged 18305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201345 members 
Mstep: Class 2 contains 149126 members 
Entering Unmasked Estep 
Score: -60163704.000000 Penalty: 15639.616211
	Iteration 6F: 3 clusters Score -6.01637e+07 nChanged 22060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212645 members 
Mstep: Class 2 contains 137826 members 
Entering Unmasked Estep 
Score: -60178032.000000 Penalty: 15639.616211
	Iteration 7F: 3 clusters Score -6.017803e+07 nChanged 24101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225080 members 
Mstep: Class 2 contains 125391 members 
Entering Unmasked Estep 
Score: -60195692.000000 Penalty: 15639.616211
	Iteration 8F: 3 clusters Score -6.019569e+07 nChanged 23278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235914 members 
Mstep: Class 2 contains 114557 members 
Entering Unmasked Estep 
Score: -60212780.000000 Penalty: 15639.616211
	Iteration 9F: 3 clusters Score -6.021278e+07 nChanged 19921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243739 members 
Mstep: Class 2 contains 106732 members 
Entering Unmasked Estep 
Score: -60224868.000000 Penalty: 15639.616211
	Iteration 10F: 3 clusters Score -6.022487e+07 nChanged 14309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248514 members 
Mstep: Class 2 contains 101957 members 
Entering Unmasked Estep 
Score: -60230924.000000 Penalty: 15639.616211
	Iteration 11Q: 3 clusters Score -6.023092e+07 nChanged 9199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251765 members 
Mstep: Class 2 contains 98706 members 
Entering Unmasked Estep 
Score: -60233924.000000 Penalty: 15639.616211
	Iteration 12Q: 3 clusters Score -6.023392e+07 nChanged 6042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254401 members 
Mstep: Class 2 contains 96070 members 
Entering Unmasked Estep 
Score: -60235508.000000 Penalty: 15639.616211
	Iteration 13Q: 3 clusters Score -6.023551e+07 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256626 members 
Mstep: Class 2 contains 93845 members 
Entering Unmasked Estep 
Score: -60236692.000000 Penalty: 15639.616211
	Iteration 14Q: 3 clusters Score -6.023669e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258651 members 
Mstep: Class 2 contains 91820 members 
Entering Unmasked Estep 
Score: -60237260.000000 Penalty: 15639.616211
	Iteration 15Q: 3 clusters Score -6.023726e+07 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260455 members 
Mstep: Class 2 contains 90016 members 
Entering Unmasked Estep 
Score: -60237840.000000 Penalty: 15639.616211
	Iteration 16Q: 3 clusters Score -6.023784e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262055 members 
Mstep: Class 2 contains 88416 members 
Entering Unmasked Estep 
Score: -60238348.000000 Penalty: 15639.616211
	Iteration 17Q: 3 clusters Score -6.023835e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263532 members 
Mstep: Class 2 contains 86939 members 
Entering Unmasked Estep 
Score: -60238708.000000 Penalty: 15639.616211
	Iteration 18Q: 3 clusters Score -6.023871e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264855 members 
Mstep: Class 2 contains 85616 members 
Entering Unmasked Estep 
Score: -60239200.000000 Penalty: 15639.616211
	Iteration 19Q: 3 clusters Score -6.02392e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266049 members 
Mstep: Class 2 contains 84422 members 
Entering Unmasked Estep 
Score: -60239552.000000 Penalty: 15639.616211
	Iteration 20F: 3 clusters Score -6.023955e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267179 members 
Mstep: Class 2 contains 83292 members 
Entering Unmasked Estep 
Score: -60239864.000000 Penalty: 15639.616211
	Iteration 21Q: 3 clusters Score -6.023986e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268261 members 
Mstep: Class 2 contains 82210 members 
Entering Unmasked Estep 
Score: -60240220.000000 Penalty: 15639.616211
	Iteration 22Q: 3 clusters Score -6.024022e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269296 members 
Mstep: Class 2 contains 81175 members 
Entering Unmasked Estep 
Score: -60240376.000000 Penalty: 15639.616211
	Iteration 23Q: 3 clusters Score -6.024038e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270316 members 
Mstep: Class 2 contains 80155 members 
Entering Unmasked Estep 
Score: -60240544.000000 Penalty: 15639.616211
	Iteration 24Q: 3 clusters Score -6.024054e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271348 members 
Mstep: Class 2 contains 79123 members 
Entering Unmasked Estep 
Score: -60240756.000000 Penalty: 15639.616211
	Iteration 25Q: 3 clusters Score -6.024076e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272303 members 
Mstep: Class 2 contains 78168 members 
Entering Unmasked Estep 
Score: -60240964.000000 Penalty: 15639.616211
	Iteration 26Q: 3 clusters Score -6.024096e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273261 members 
Mstep: Class 2 contains 77210 members 
Entering Unmasked Estep 
Score: -60241064.000000 Penalty: 15639.616211
	Iteration 27Q: 3 clusters Score -6.024106e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274194 members 
Mstep: Class 2 contains 76277 members 
Entering Unmasked Estep 
Score: -60241352.000000 Penalty: 15639.616211
	Iteration 28Q: 3 clusters Score -6.024135e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275063 members 
Mstep: Class 2 contains 75408 members 
Entering Unmasked Estep 
Score: -60241608.000000 Penalty: 15639.616211
	Iteration 29Q: 3 clusters Score -6.024161e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275921 members 
Mstep: Class 2 contains 74550 members 
Entering Unmasked Estep 
Score: -60241848.000000 Penalty: 15639.616211
	Iteration 30Q: 3 clusters Score -6.024185e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276770 members 
Mstep: Class 2 contains 73701 members 
Entering Unmasked Estep 
Score: -60241796.000000 Penalty: 15639.616211
	Iteration 31Q: 3 clusters Score -6.02418e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277612 members 
Mstep: Class 2 contains 72859 members 
Entering Unmasked Estep 
Score: -60241868.000000 Penalty: 15639.616211
	Iteration 32Q: 3 clusters Score -6.024187e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278469 members 
Mstep: Class 2 contains 72002 members 
Entering Unmasked Estep 
Score: -60242156.000000 Penalty: 15639.616211
	Iteration 33Q: 3 clusters Score -6.024216e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279350 members 
Mstep: Class 2 contains 71121 members 
Entering Unmasked Estep 
Score: -60242304.000000 Penalty: 15639.616211
	Iteration 34Q: 3 clusters Score -6.02423e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280275 members 
Mstep: Class 2 contains 70196 members 
Entering Unmasked Estep 
Score: -60242444.000000 Penalty: 15639.616211
	Iteration 35Q: 3 clusters Score -6.024244e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281176 members 
Mstep: Class 2 contains 69295 members 
Entering Unmasked Estep 
Score: -60242656.000000 Penalty: 15639.616211
	Iteration 36Q: 3 clusters Score -6.024266e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282011 members 
Mstep: Class 2 contains 68460 members 
Entering Unmasked Estep 
Score: -60242780.000000 Penalty: 15639.616211
	Iteration 37Q: 3 clusters Score -6.024278e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282867 members 
Mstep: Class 2 contains 67604 members 
Entering Unmasked Estep 
Score: -60242824.000000 Penalty: 15639.616211
	Iteration 38Q: 3 clusters Score -6.024282e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283745 members 
Mstep: Class 2 contains 66726 members 
Entering Unmasked Estep 
Score: -60242896.000000 Penalty: 15639.616211
	Iteration 39Q: 3 clusters Score -6.02429e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284665 members 
Mstep: Class 2 contains 65806 members 
Entering Unmasked Estep 
Score: -60243056.000000 Penalty: 15639.616211
	Iteration 40F: 3 clusters Score -6.024306e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285644 members 
Mstep: Class 2 contains 64827 members 
Entering Unmasked Estep 
Score: -60243120.000000 Penalty: 15639.616211
	Iteration 41Q: 3 clusters Score -6.024312e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286614 members 
Mstep: Class 2 contains 63857 members 
Entering Unmasked Estep 
Score: -60243232.000000 Penalty: 15639.616211
	Iteration 42Q: 3 clusters Score -6.024323e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287602 members 
Mstep: Class 2 contains 62869 members 
Entering Unmasked Estep 
Score: -60243488.000000 Penalty: 15639.616211
	Iteration 43Q: 3 clusters Score -6.024349e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288582 members 
Mstep: Class 2 contains 61889 members 
Entering Unmasked Estep 
Score: -60243572.000000 Penalty: 15639.616211
	Iteration 44Q: 3 clusters Score -6.024357e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289537 members 
Mstep: Class 2 contains 60934 members 
Entering Unmasked Estep 
Score: -60243808.000000 Penalty: 15639.616211
	Iteration 45Q: 3 clusters Score -6.024381e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290479 members 
Mstep: Class 2 contains 59992 members 
Entering Unmasked Estep 
Score: -60243884.000000 Penalty: 15639.616211
	Iteration 46Q: 3 clusters Score -6.024388e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291373 members 
Mstep: Class 2 contains 59098 members 
Entering Unmasked Estep 
Score: -60244256.000000 Penalty: 15639.616211
	Iteration 47Q: 3 clusters Score -6.024426e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292249 members 
Mstep: Class 2 contains 58222 members 
Entering Unmasked Estep 
Score: -60244368.000000 Penalty: 15639.616211
	Iteration 48Q: 3 clusters Score -6.024437e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293151 members 
Mstep: Class 2 contains 57320 members 
Entering Unmasked Estep 
Score: -60244680.000000 Penalty: 15639.616211
	Iteration 49Q: 3 clusters Score -6.024468e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294076 members 
Mstep: Class 2 contains 56395 members 
Entering Unmasked Estep 
Score: -60244824.000000 Penalty: 15639.616211
	Iteration 50Q: 3 clusters Score -6.024482e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294977 members 
Mstep: Class 2 contains 55494 members 
Entering Unmasked Estep 
Score: -60244944.000000 Penalty: 15639.616211
	Iteration 51Q: 3 clusters Score -6.024494e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295857 members 
Mstep: Class 2 contains 54614 members 
Entering Unmasked Estep 
Score: -60245016.000000 Penalty: 15639.616211
	Iteration 52Q: 3 clusters Score -6.024502e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296744 members 
Mstep: Class 2 contains 53727 members 
Entering Unmasked Estep 
Score: -60245320.000000 Penalty: 15639.616211
	Iteration 53Q: 3 clusters Score -6.024532e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297664 members 
Mstep: Class 2 contains 52807 members 
Entering Unmasked Estep 
Score: -60245280.000000 Penalty: 15639.616211
	Iteration 54Q: 3 clusters Score -6.024528e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298605 members 
Mstep: Class 2 contains 51866 members 
Entering Unmasked Estep 
Score: -60245596.000000 Penalty: 15639.616211
	Iteration 55Q: 3 clusters Score -6.02456e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299559 members 
Mstep: Class 2 contains 50912 members 
Entering Unmasked Estep 
Score: -60245756.000000 Penalty: 15639.616211
	Iteration 56Q: 3 clusters Score -6.024576e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300443 members 
Mstep: Class 2 contains 50028 members 
Entering Unmasked Estep 
Score: -60245948.000000 Penalty: 15639.616211
	Iteration 57Q: 3 clusters Score -6.024595e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301336 members 
Mstep: Class 2 contains 49135 members 
Entering Unmasked Estep 
Score: -60245996.000000 Penalty: 15639.616211
	Iteration 58Q: 3 clusters Score -6.0246e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302269 members 
Mstep: Class 2 contains 48202 members 
Entering Unmasked Estep 
Score: -60246160.000000 Penalty: 15639.616211
	Iteration 59Q: 3 clusters Score -6.024616e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303168 members 
Mstep: Class 2 contains 47303 members 
Entering Unmasked Estep 
Score: -60246332.000000 Penalty: 15639.616211
	Iteration 60F: 3 clusters Score -6.024633e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304034 members 
Mstep: Class 2 contains 46437 members 
Entering Unmasked Estep 
Score: -60246552.000000 Penalty: 15639.616211
	Iteration 61Q: 3 clusters Score -6.024655e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304906 members 
Mstep: Class 2 contains 45565 members 
Entering Unmasked Estep 
Score: -60246692.000000 Penalty: 15639.616211
	Iteration 62Q: 3 clusters Score -6.024669e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305764 members 
Mstep: Class 2 contains 44707 members 
Entering Unmasked Estep 
Score: -60246984.000000 Penalty: 15639.616211
	Iteration 63Q: 3 clusters Score -6.024698e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306661 members 
Mstep: Class 2 contains 43810 members 
Entering Unmasked Estep 
Score: -60247128.000000 Penalty: 15639.616211
	Iteration 64Q: 3 clusters Score -6.024713e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307495 members 
Mstep: Class 2 contains 42976 members 
Entering Unmasked Estep 
Score: -60247252.000000 Penalty: 15639.616211
	Iteration 65Q: 3 clusters Score -6.024725e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308342 members 
Mstep: Class 2 contains 42129 members 
Entering Unmasked Estep 
Score: -60247336.000000 Penalty: 15639.616211
	Iteration 66Q: 3 clusters Score -6.024734e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309158 members 
Mstep: Class 2 contains 41313 members 
Entering Unmasked Estep 
Score: -60247476.000000 Penalty: 15639.616211
	Iteration 67Q: 3 clusters Score -6.024748e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309951 members 
Mstep: Class 2 contains 40520 members 
Entering Unmasked Estep 
Score: -60247616.000000 Penalty: 15639.616211
	Iteration 68Q: 3 clusters Score -6.024762e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310748 members 
Mstep: Class 2 contains 39723 members 
Entering Unmasked Estep 
Score: -60247912.000000 Penalty: 15639.616211
	Iteration 69Q: 3 clusters Score -6.024791e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311592 members 
Mstep: Class 2 contains 38879 members 
Entering Unmasked Estep 
Score: -60247992.000000 Penalty: 15639.616211
	Iteration 70Q: 3 clusters Score -6.024799e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312475 members 
Mstep: Class 2 contains 37996 members 
Entering Unmasked Estep 
Score: -60248068.000000 Penalty: 15639.616211
	Iteration 71Q: 3 clusters Score -6.024807e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313298 members 
Mstep: Class 2 contains 37173 members 
Entering Unmasked Estep 
Score: -60248332.000000 Penalty: 15639.616211
	Iteration 72Q: 3 clusters Score -6.024833e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314144 members 
Mstep: Class 2 contains 36327 members 
Entering Unmasked Estep 
Score: -60248512.000000 Penalty: 15639.616211
	Iteration 73Q: 3 clusters Score -6.024851e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314981 members 
Mstep: Class 2 contains 35490 members 
Entering Unmasked Estep 
Score: -60248740.000000 Penalty: 15639.616211
	Iteration 74Q: 3 clusters Score -6.024874e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315840 members 
Mstep: Class 2 contains 34631 members 
Entering Unmasked Estep 
Score: -60248780.000000 Penalty: 15639.616211
	Iteration 75Q: 3 clusters Score -6.024878e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316650 members 
Mstep: Class 2 contains 33821 members 
Entering Unmasked Estep 
Score: -60249064.000000 Penalty: 15639.616211
	Iteration 76Q: 3 clusters Score -6.024906e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317465 members 
Mstep: Class 2 contains 33006 members 
Entering Unmasked Estep 
Score: -60249324.000000 Penalty: 15639.616211
	Iteration 77Q: 3 clusters Score -6.024932e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318262 members 
Mstep: Class 2 contains 32209 members 
Entering Unmasked Estep 
Score: -60249624.000000 Penalty: 15639.616211
	Iteration 78Q: 3 clusters Score -6.024962e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319101 members 
Mstep: Class 2 contains 31370 members 
Entering Unmasked Estep 
Score: -60249988.000000 Penalty: 15639.616211
	Iteration 79Q: 3 clusters Score -6.024999e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319925 members 
Mstep: Class 2 contains 30546 members 
Entering Unmasked Estep 
Score: -60250228.000000 Penalty: 15639.616211
	Iteration 80F: 3 clusters Score -6.025023e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320759 members 
Mstep: Class 2 contains 29712 members 
Entering Unmasked Estep 
Score: -60250372.000000 Penalty: 15639.616211
	Iteration 81Q: 3 clusters Score -6.025037e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321573 members 
Mstep: Class 2 contains 28898 members 
Entering Unmasked Estep 
Score: -60250560.000000 Penalty: 15639.616211
	Iteration 82Q: 3 clusters Score -6.025056e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322395 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -60250820.000000 Penalty: 15639.616211
	Iteration 83Q: 3 clusters Score -6.025082e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323217 members 
Mstep: Class 2 contains 27254 members 
Entering Unmasked Estep 
Score: -60251104.000000 Penalty: 15639.616211
	Iteration 84Q: 3 clusters Score -6.02511e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324043 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
Score: -60251332.000000 Penalty: 15639.616211
	Iteration 85Q: 3 clusters Score -6.025133e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324866 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
Score: -60251420.000000 Penalty: 15639.616211
	Iteration 86Q: 3 clusters Score -6.025142e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325706 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -60251764.000000 Penalty: 15639.616211
	Iteration 87Q: 3 clusters Score -6.025176e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326518 members 
Mstep: Class 2 contains 23953 members 
Entering Unmasked Estep 
Score: -60251956.000000 Penalty: 15639.616211
	Iteration 88Q: 3 clusters Score -6.025196e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327317 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -60252204.000000 Penalty: 15639.616211
	Iteration 89Q: 3 clusters Score -6.02522e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328090 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -60252344.000000 Penalty: 15639.616211
	Iteration 90Q: 3 clusters Score -6.025234e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328812 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -60252396.000000 Penalty: 15639.616211
	Iteration 91Q: 3 clusters Score -6.02524e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329510 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -60252608.000000 Penalty: 15639.616211
	Iteration 92Q: 3 clusters Score -6.025261e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330190 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -60252824.000000 Penalty: 15639.616211
	Iteration 93Q: 3 clusters Score -6.025282e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330852 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -60253028.000000 Penalty: 15639.616211
	Iteration 94Q: 3 clusters Score -6.025303e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331509 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -60253236.000000 Penalty: 15639.616211
	Iteration 95Q: 3 clusters Score -6.025324e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332136 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -60253524.000000 Penalty: 15639.616211
	Iteration 96Q: 3 clusters Score -6.025352e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332743 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -60253788.000000 Penalty: 15639.616211
	Iteration 97Q: 3 clusters Score -6.025379e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333297 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -60253924.000000 Penalty: 15639.616211
	Iteration 98Q: 3 clusters Score -6.025392e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333826 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -60254084.000000 Penalty: 15639.616211
	Iteration 99Q: 3 clusters Score -6.025408e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334346 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -60254104.000000 Penalty: 15639.616211
	Iteration 100F: 3 clusters Score -6.02541e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334851 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -60254308.000000 Penalty: 15639.616211
	Iteration 101Q: 3 clusters Score -6.025431e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335346 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -60254408.000000 Penalty: 15639.616211
	Iteration 102Q: 3 clusters Score -6.025441e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335855 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -60254620.000000 Penalty: 15639.616211
	Iteration 103Q: 3 clusters Score -6.025462e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336320 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -60254748.000000 Penalty: 15639.616211
	Iteration 104Q: 3 clusters Score -6.025475e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336739 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -60254896.000000 Penalty: 15639.616211
	Iteration 105Q: 3 clusters Score -6.02549e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337152 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -60254996.000000 Penalty: 15639.616211
	Iteration 106Q: 3 clusters Score -6.0255e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337534 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -60255148.000000 Penalty: 15639.616211
	Iteration 107Q: 3 clusters Score -6.025515e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337906 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -60255364.000000 Penalty: 15639.616211
	Iteration 108Q: 3 clusters Score -6.025536e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338251 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -60255508.000000 Penalty: 15639.616211
	Iteration 109Q: 3 clusters Score -6.025551e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338616 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -60255720.000000 Penalty: 15639.616211
	Iteration 110Q: 3 clusters Score -6.025572e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338980 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -60256016.000000 Penalty: 15639.616211
	Iteration 111Q: 3 clusters Score -6.025602e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339326 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -60256168.000000 Penalty: 15639.616211
	Iteration 112Q: 3 clusters Score -6.025617e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339670 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -60256460.000000 Penalty: 15639.616211
	Iteration 113Q: 3 clusters Score -6.025646e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339994 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -60256804.000000 Penalty: 15639.616211
	Iteration 114Q: 3 clusters Score -6.02568e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340276 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -60256964.000000 Penalty: 15639.616211
	Iteration 115Q: 3 clusters Score -6.025696e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340536 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -60257072.000000 Penalty: 15639.616211
	Iteration 116Q: 3 clusters Score -6.025707e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340780 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -60257192.000000 Penalty: 15639.616211
	Iteration 117Q: 3 clusters Score -6.025719e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340983 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -60257344.000000 Penalty: 15639.616211
	Iteration 118Q: 3 clusters Score -6.025734e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341131 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -60257388.000000 Penalty: 15639.616211
	Iteration 119Q: 3 clusters Score -6.025739e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341277 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -60257464.000000 Penalty: 15639.616211
	Iteration 120F: 3 clusters Score -6.025746e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341362 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -60257584.000000 Penalty: 15639.616211
	Iteration 121Q: 3 clusters Score -6.025758e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341422 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -60257644.000000 Penalty: 15639.616211
	Iteration 122Q: 3 clusters Score -6.025764e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341495 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -60257664.000000 Penalty: 15639.616211
	Iteration 123Q: 3 clusters Score -6.025766e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341552 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -60257780.000000 Penalty: 15639.616211
	Iteration 124Q: 3 clusters Score -6.025778e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341596 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -60257816.000000 Penalty: 15639.616211
	Iteration 125Q: 3 clusters Score -6.025782e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341640 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -60257792.000000 Penalty: 15639.616211
	Iteration 126Q: 3 clusters Score -6.025779e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341675 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -60257808.000000 Penalty: 15639.616211
	Iteration 127Q: 3 clusters Score -6.025781e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341708 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -60257772.000000 Penalty: 15639.616211
	Iteration 128Q: 3 clusters Score -6.025777e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341721 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -60257868.000000 Penalty: 15639.616211
	Iteration 129Q: 3 clusters Score -6.025787e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341752 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -60257892.000000 Penalty: 15639.616211
	Iteration 130Q: 3 clusters Score -6.025789e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341778 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -60257920.000000 Penalty: 15639.616211
	Iteration 131Q: 3 clusters Score -6.025792e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341800 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -60257972.000000 Penalty: 15639.616211
	Iteration 132Q: 3 clusters Score -6.025797e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341822 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -60257992.000000 Penalty: 15639.616211
	Iteration 133Q: 3 clusters Score -6.025799e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341845 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -60257972.000000 Penalty: 15639.616211
	Iteration 134Q: 3 clusters Score -6.025797e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341861 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -60257980.000000 Penalty: 15639.616211
	Iteration 135Q: 3 clusters Score -6.025798e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341878 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -60257932.000000 Penalty: 15639.616211
	Iteration 136Q: 3 clusters Score -6.025793e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341886 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -60257932.000000 Penalty: 15639.616211
	Iteration 137Q: 3 clusters Score -6.025793e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341892 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -60257924.000000 Penalty: 15639.616211
	Iteration 138Q: 3 clusters Score -6.025792e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341901 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -60257976.000000 Penalty: 15639.616211
	Iteration 139Q: 3 clusters Score -6.025798e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341905 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -60257944.000000 Penalty: 15639.616211
	Iteration 140F: 3 clusters Score -6.025794e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341911 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -60257992.000000 Penalty: 15639.616211
	Iteration 141Q: 3 clusters Score -6.025799e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341915 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -60257956.000000 Penalty: 15639.616211
	Iteration 142Q: 3 clusters Score -6.025796e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341918 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -60257972.000000 Penalty: 15639.616211
	Iteration 143Q: 3 clusters Score -6.025797e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341923 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -60257972.000000 Penalty: 15639.616211
	Iteration 144Q: 3 clusters Score -6.025797e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341928 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -60257960.000000 Penalty: 15639.616211
	Iteration 145Q: 3 clusters Score -6.025796e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341936 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -60258004.000000 Penalty: 15639.616211
	Iteration 146Q: 3 clusters Score -6.0258e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341942 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -60257968.000000 Penalty: 15639.616211
	Iteration 147Q: 3 clusters Score -6.025797e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341948 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -60257984.000000 Penalty: 15639.616211
	Iteration 148Q: 3 clusters Score -6.025798e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341955 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -60258008.000000 Penalty: 15639.616211
	Iteration 149Q: 3 clusters Score -6.025801e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341966 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -60257988.000000 Penalty: 15639.616211
	Iteration 150Q: 3 clusters Score -6.025799e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341983 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -60257996.000000 Penalty: 15639.616211
	Iteration 151Q: 3 clusters Score -6.0258e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341986 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -60257984.000000 Penalty: 15639.616211
	Iteration 152Q: 3 clusters Score -6.025798e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341996 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -60258016.000000 Penalty: 15639.616211
	Iteration 153Q: 3 clusters Score -6.025802e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341998 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -60258024.000000 Penalty: 15639.616211
	Iteration 154Q: 3 clusters Score -6.025802e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342005 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -60257960.000000 Penalty: 15639.616211
	Iteration 155Q: 3 clusters Score -6.025796e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342009 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -60258036.000000 Penalty: 15639.616211
	Iteration 156Q: 3 clusters Score -6.025804e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342010 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -60258032.000000 Penalty: 15639.616211
	Iteration 157Q: 3 clusters Score -6.025803e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342009 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -60258032.000000 Penalty: 15639.616211
	Iteration 158Q: 3 clusters Score -6.025803e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342013 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -60258008.000000 Penalty: 15639.616211
	Iteration 159Q: 3 clusters Score -6.025801e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342018 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -60258008.000000 Penalty: 15639.616211
	Iteration 160F: 3 clusters Score -6.025801e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342022 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -60258020.000000 Penalty: 15639.616211
	Iteration 161Q: 3 clusters Score -6.025802e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342028 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -60257992.000000 Penalty: 15639.616211
	Iteration 162Q: 3 clusters Score -6.025799e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342036 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -60257968.000000 Penalty: 15639.616211
	Iteration 163Q: 3 clusters Score -6.025797e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342044 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -60257940.000000 Penalty: 15639.616211
	Iteration 164Q: 3 clusters Score -6.025794e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342053 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -60257992.000000 Penalty: 15639.616211
	Iteration 165Q: 3 clusters Score -6.025799e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342060 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -60257956.000000 Penalty: 15639.616211
	Iteration 166Q: 3 clusters Score -6.025796e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342066 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -60257972.000000 Penalty: 15639.616211
	Iteration 167Q: 3 clusters Score -6.025797e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342071 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -60257996.000000 Penalty: 15639.616211
	Iteration 168Q: 3 clusters Score -6.0258e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342074 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -60258020.000000 Penalty: 15639.616211
	Iteration 169Q: 3 clusters Score -6.025802e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342075 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -60257996.000000 Penalty: 15639.616211
	Iteration 170Q: 3 clusters Score -6.0258e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342077 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -60258020.000000 Penalty: 15639.616211
	Iteration 171Q: 3 clusters Score -6.025802e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342078 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -60258020.000000 Penalty: 15639.616211
	Iteration 172Q: 3 clusters Score -6.025802e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342078 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -60257976.000000 Penalty: 15639.616211
	Iteration 173Q: 3 clusters Score -6.025798e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342079 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -60257960.000000 Penalty: 15639.616211
	Iteration 174Q: 3 clusters Score -6.025796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342080 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -60257972.000000 Penalty: 15639.616211
	Iteration 175Q: 3 clusters Score -6.025797e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342080 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -60257980.000000 Penalty: 15639.616211
	Iteration 176Q: 3 clusters Score -6.025798e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342081 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -60257996.000000 Penalty: 15639.616211
	Iteration 177Q: 3 clusters Score -6.0258e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342082 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -60258000.000000 Penalty: 15639.616211
	Iteration 178Q: 3 clusters Score -6.0258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342080 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -60258000.000000 Penalty: 15639.616211
	Iteration 179Q: 3 clusters Score -6.0258e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342080 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -60258000.000000 Penalty: 15639.616211
	Iteration 180F: 3 clusters Score -6.0258e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (575556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575556 members 
Entering Unmasked Estep 
Score: -98727832.000000 Penalty: 8123.644043
	Iteration 0F: 2 clusters Score -9.872783e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288119 members 
Mstep: Class 2 contains 287437 members 
Entering Unmasked Estep 
Score: -98399976.000000 Penalty: 16247.288086
	Iteration 0F: 3 clusters Score -9.839998e+07 nChanged 277244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295601 members 
Mstep: Class 2 contains 279955 members 
Entering Unmasked Estep 
Score: -98562384.000000 Penalty: 16247.288086
	Iteration 1F: 3 clusters Score -9.856238e+07 nChanged 13660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301171 members 
Mstep: Class 2 contains 274385 members 
Entering Unmasked Estep 
Score: -98565560.000000 Penalty: 16247.288086
	Iteration 2Q: 3 clusters Score -9.856556e+07 nChanged 15457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310016 members 
Mstep: Class 2 contains 265540 members 
Entering Unmasked Estep 
Score: -98568440.000000 Penalty: 16247.288086
	Iteration 3Q: 3 clusters Score -9.856844e+07 nChanged 19153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323607 members 
Mstep: Class 2 contains 251949 members 
Entering Unmasked Estep 
Score: -98573632.000000 Penalty: 16247.288086
	Iteration 4Q: 3 clusters Score -9.857363e+07 nChanged 25197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344268 members 
Mstep: Class 2 contains 231288 members 
Entering Unmasked Estep 
Score: -98583800.000000 Penalty: 16247.288086
	Iteration 5Q: 3 clusters Score -9.85838e+07 nChanged 33983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374811 members 
Mstep: Class 2 contains 200745 members 
Entering Unmasked Estep 
Score: -98601600.000000 Penalty: 16247.288086
	Iteration 6F: 3 clusters Score -9.86016e+07 nChanged 43559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416138 members 
Mstep: Class 2 contains 159418 members 
Entering Unmasked Estep 
Score: -98631560.000000 Penalty: 16247.288086
	Iteration 7F: 3 clusters Score -9.863156e+07 nChanged 49567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464827 members 
Mstep: Class 2 contains 110729 members 
Entering Unmasked Estep 
Score: -98664224.000000 Penalty: 16247.288086
	Iteration 8F: 3 clusters Score -9.866422e+07 nChanged 46930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511559 members 
Mstep: Class 2 contains 63997 members 
Entering Unmasked Estep 
Score: -98687448.000000 Penalty: 16247.288086
	Iteration 9F: 3 clusters Score -9.868745e+07 nChanged 33420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544899 members 
Mstep: Class 2 contains 30657 members 
Entering Unmasked Estep 
Score: -98703520.000000 Penalty: 16247.288086
	Iteration 10F: 3 clusters Score -9.870352e+07 nChanged 18065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562932 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -98712816.000000 Penalty: 16247.288086
	Iteration 11Q: 3 clusters Score -9.871282e+07 nChanged 7574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570484 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -98717368.000000 Penalty: 16247.288086
	Iteration 12Q: 3 clusters Score -9.871737e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573115 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -98719160.000000 Penalty: 16247.288086
	Iteration 13Q: 3 clusters Score -9.871916e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573986 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -98719816.000000 Penalty: 16247.288086
	Iteration 14Q: 3 clusters Score -9.871982e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574322 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -98720192.000000 Penalty: 16247.288086
	Iteration 15Q: 3 clusters Score -9.872019e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574493 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -98720552.000000 Penalty: 16247.288086
	Iteration 16Q: 3 clusters Score -9.872055e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574574 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -98720584.000000 Penalty: 16247.288086
	Iteration 17Q: 3 clusters Score -9.872058e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574628 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -98720752.000000 Penalty: 16247.288086
	Iteration 18Q: 3 clusters Score -9.872075e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574662 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -98720728.000000 Penalty: 16247.288086
	Iteration 19Q: 3 clusters Score -9.872073e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574681 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -98720760.000000 Penalty: 16247.288086
	Iteration 20F: 3 clusters Score -9.872076e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574698 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -98720760.000000 Penalty: 16247.288086
	Iteration 21Q: 3 clusters Score -9.872076e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574703 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -98720856.000000 Penalty: 16247.288086
	Iteration 22Q: 3 clusters Score -9.872086e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574703 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -98720768.000000 Penalty: 16247.288086
	Iteration 23Q: 3 clusters Score -9.872077e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574705 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -98720752.000000 Penalty: 16247.288086
	Iteration 24Q: 3 clusters Score -9.872075e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574711 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -98720720.000000 Penalty: 16247.288086
	Iteration 25Q: 3 clusters Score -9.872072e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574712 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -98720784.000000 Penalty: 16247.288086
	Iteration 26Q: 3 clusters Score -9.872078e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574714 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -98720816.000000 Penalty: 16247.288086
	Iteration 27Q: 3 clusters Score -9.872082e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574716 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -98720760.000000 Penalty: 16247.288086
	Iteration 28Q: 3 clusters Score -9.872076e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574718 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -98720744.000000 Penalty: 16247.288086
	Iteration 29Q: 3 clusters Score -9.872074e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574723 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -98720752.000000 Penalty: 16247.288086
	Iteration 30Q: 3 clusters Score -9.872075e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574723 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -98720768.000000 Penalty: 16247.288086
	Iteration 31Q: 3 clusters Score -9.872077e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574723 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -98720768.000000 Penalty: 16247.288086
	Iteration 32F: 3 clusters Score -9.872077e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (96961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96961 members 
Entering Unmasked Estep 
Score: -16372534.000000 Penalty: 7032.764160
	Iteration 0F: 2 clusters Score -1.637253e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48514 members 
Mstep: Class 2 contains 48447 members 
Entering Unmasked Estep 
Score: -16306358.000000 Penalty: 14065.528320
	Iteration 0F: 3 clusters Score -1.630636e+07 nChanged 44335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48717 members 
Mstep: Class 2 contains 48244 members 
Entering Unmasked Estep 
Score: -16330297.000000 Penalty: 14065.528320
	Iteration 1F: 3 clusters Score -1.63303e+07 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49135 members 
Mstep: Class 2 contains 47826 members 
Entering Unmasked Estep 
Score: -16331416.000000 Penalty: 14065.528320
	Iteration 2Q: 3 clusters Score -1.633142e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49747 members 
Mstep: Class 2 contains 47214 members 
Entering Unmasked Estep 
Score: -16332412.000000 Penalty: 14065.528320
	Iteration 3Q: 3 clusters Score -1.633241e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50634 members 
Mstep: Class 2 contains 46327 members 
Entering Unmasked Estep 
Score: -16333203.000000 Penalty: 14065.528320
	Iteration 4Q: 3 clusters Score -1.63332e+07 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51932 members 
Mstep: Class 2 contains 45029 members 
Entering Unmasked Estep 
Score: -16334162.000000 Penalty: 14065.528320
	Iteration 5Q: 3 clusters Score -1.633416e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53755 members 
Mstep: Class 2 contains 43206 members 
Entering Unmasked Estep 
Score: -16335202.000000 Penalty: 14065.528320
	Iteration 6Q: 3 clusters Score -1.63352e+07 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56267 members 
Mstep: Class 2 contains 40694 members 
Entering Unmasked Estep 
Score: -16336584.000000 Penalty: 14065.528320
	Iteration 7Q: 3 clusters Score -1.633658e+07 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59629 members 
Mstep: Class 2 contains 37332 members 
Entering Unmasked Estep 
Score: -16338730.000000 Penalty: 14065.528320
	Iteration 8Q: 3 clusters Score -1.633873e+07 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63968 members 
Mstep: Class 2 contains 32993 members 
Entering Unmasked Estep 
Score: -16341383.000000 Penalty: 14065.528320
	Iteration 9F: 3 clusters Score -1.634138e+07 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69272 members 
Mstep: Class 2 contains 27689 members 
Entering Unmasked Estep 
Score: -16345167.000000 Penalty: 14065.528320
	Iteration 10F: 3 clusters Score -1.634517e+07 nChanged 6566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75480 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -16350302.000000 Penalty: 14065.528320
	Iteration 11F: 3 clusters Score -1.63503e+07 nChanged 6621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81907 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -16355830.000000 Penalty: 14065.528320
	Iteration 12F: 3 clusters Score -1.635583e+07 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87269 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -16360618.000000 Penalty: 14065.528320
	Iteration 13F: 3 clusters Score -1.636062e+07 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90944 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -16363888.000000 Penalty: 14065.528320
	Iteration 14Q: 3 clusters Score -1.636389e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93084 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -16365398.000000 Penalty: 14065.528320
	Iteration 15Q: 3 clusters Score -1.63654e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94223 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -16366220.000000 Penalty: 14065.528320
	Iteration 16Q: 3 clusters Score -1.636622e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94802 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -16366679.000000 Penalty: 14065.528320
	Iteration 17Q: 3 clusters Score -1.636668e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95108 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -16366886.000000 Penalty: 14065.528320
	Iteration 18Q: 3 clusters Score -1.636689e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95268 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -16366971.000000 Penalty: 14065.528320
	Iteration 19Q: 3 clusters Score -1.636697e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95373 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -16367028.000000 Penalty: 14065.528320
	Iteration 20F: 3 clusters Score -1.636703e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95442 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -16367074.000000 Penalty: 14065.528320
	Iteration 21Q: 3 clusters Score -1.636707e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95489 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -16367098.000000 Penalty: 14065.528320
	Iteration 22Q: 3 clusters Score -1.63671e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95519 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -16367111.000000 Penalty: 14065.528320
	Iteration 23Q: 3 clusters Score -1.636711e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95553 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -16367131.000000 Penalty: 14065.528320
	Iteration 24Q: 3 clusters Score -1.636713e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95572 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -16367156.000000 Penalty: 14065.528320
	Iteration 25Q: 3 clusters Score -1.636716e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95581 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -16367169.000000 Penalty: 14065.528320
	Iteration 26Q: 3 clusters Score -1.636717e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95586 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -16367180.000000 Penalty: 14065.528320
	Iteration 27Q: 3 clusters Score -1.636718e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95593 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -16367171.000000 Penalty: 14065.528320
	Iteration 28Q: 3 clusters Score -1.636717e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95597 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -16367161.000000 Penalty: 14065.528320
	Iteration 29Q: 3 clusters Score -1.636716e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95603 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -16367172.000000 Penalty: 14065.528320
	Iteration 30Q: 3 clusters Score -1.636717e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95603 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -16367172.000000 Penalty: 14065.528320
	Iteration 31F: 3 clusters Score -1.636717e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Entering Unmasked Estep 
Score: -3561352.500000 Penalty: 6075.216797
	Iteration 0F: 2 clusters Score -3561352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -3544551.000000 Penalty: 12150.433594
	Iteration 0F: 3 clusters Score -3544551 nChanged 8322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -3548855.500000 Penalty: 12150.433594
	Iteration 1F: 3 clusters Score -3548856 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -3549467.250000 Penalty: 12150.433594
	Iteration 2F: 3 clusters Score -3549467 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -3549893.500000 Penalty: 12150.433594
	Iteration 3Q: 3 clusters Score -3549894 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -3550183.750000 Penalty: 12150.433594
	Iteration 4Q: 3 clusters Score -3550184 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -3550371.000000 Penalty: 12150.433594
	Iteration 5Q: 3 clusters Score -3550371 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -3550542.250000 Penalty: 12150.433594
	Iteration 6Q: 3 clusters Score -3550542 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -3550659.250000 Penalty: 12150.433594
	Iteration 7Q: 3 clusters Score -3550659 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -3550781.250000 Penalty: 12150.433594
	Iteration 8Q: 3 clusters Score -3550781 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -3550865.750000 Penalty: 12150.433594
	Iteration 9Q: 3 clusters Score -3550866 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -3550972.250000 Penalty: 12150.433594
	Iteration 10Q: 3 clusters Score -3550972 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -3551074.750000 Penalty: 12150.433594
	Iteration 11Q: 3 clusters Score -3551075 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -3551144.500000 Penalty: 12150.433594
	Iteration 12Q: 3 clusters Score -3551144 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -3551222.500000 Penalty: 12150.433594
	Iteration 13Q: 3 clusters Score -3551222 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -3551296.750000 Penalty: 12150.433594
	Iteration 14Q: 3 clusters Score -3551297 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -3551355.500000 Penalty: 12150.433594
	Iteration 15Q: 3 clusters Score -3551356 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -3551433.250000 Penalty: 12150.433594
	Iteration 16Q: 3 clusters Score -3551433 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -3551506.500000 Penalty: 12150.433594
	Iteration 17Q: 3 clusters Score -3551506 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -3551596.750000 Penalty: 12150.433594
	Iteration 18Q: 3 clusters Score -3551597 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -3551687.750000 Penalty: 12150.433594
	Iteration 19Q: 3 clusters Score -3551688 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -3551768.750000 Penalty: 12150.433594
	Iteration 20F: 3 clusters Score -3551769 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -3551863.250000 Penalty: 12150.433594
	Iteration 21Q: 3 clusters Score -3551863 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -3551988.500000 Penalty: 12150.433594
	Iteration 22Q: 3 clusters Score -3551988 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -3552134.250000 Penalty: 12150.433594
	Iteration 23Q: 3 clusters Score -3552134 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -3552252.750000 Penalty: 12150.433594
	Iteration 24Q: 3 clusters Score -3552253 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -3552414.500000 Penalty: 12150.433594
	Iteration 25Q: 3 clusters Score -3552414 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -3552634.000000 Penalty: 12150.433594
	Iteration 26Q: 3 clusters Score -3552634 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -3552868.250000 Penalty: 12150.433594
	Iteration 27Q: 3 clusters Score -3552868 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -3553136.250000 Penalty: 12150.433594
	Iteration 28Q: 3 clusters Score -3553136 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -3553435.500000 Penalty: 12150.433594
	Iteration 29Q: 3 clusters Score -3553436 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -3553716.750000 Penalty: 12150.433594
	Iteration 30Q: 3 clusters Score -3553717 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -3553991.250000 Penalty: 12150.433594
	Iteration 31Q: 3 clusters Score -3553991 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -3554244.750000 Penalty: 12150.433594
	Iteration 32Q: 3 clusters Score -3554245 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -3554462.000000 Penalty: 12150.433594
	Iteration 33Q: 3 clusters Score -3554462 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -3554640.000000 Penalty: 12150.433594
	Iteration 34Q: 3 clusters Score -3554640 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -3554792.250000 Penalty: 12150.433594
	Iteration 35Q: 3 clusters Score -3554792 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -3554917.500000 Penalty: 12150.433594
	Iteration 36Q: 3 clusters Score -3554918 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -3555039.250000 Penalty: 12150.433594
	Iteration 37Q: 3 clusters Score -3555039 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -3555122.500000 Penalty: 12150.433594
	Iteration 38Q: 3 clusters Score -3555122 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -3555202.250000 Penalty: 12150.433594
	Iteration 39Q: 3 clusters Score -3555202 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -3555265.250000 Penalty: 12150.433594
	Iteration 40F: 3 clusters Score -3555265 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -3555316.000000 Penalty: 12150.433594
	Iteration 41Q: 3 clusters Score -3555316 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -3555362.250000 Penalty: 12150.433594
	Iteration 42Q: 3 clusters Score -3555362 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -3555397.000000 Penalty: 12150.433594
	Iteration 43Q: 3 clusters Score -3555397 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -3555433.750000 Penalty: 12150.433594
	Iteration 44Q: 3 clusters Score -3555434 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -3555464.250000 Penalty: 12150.433594
	Iteration 45Q: 3 clusters Score -3555464 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -3555495.750000 Penalty: 12150.433594
	Iteration 46Q: 3 clusters Score -3555496 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -3555535.500000 Penalty: 12150.433594
	Iteration 47Q: 3 clusters Score -3555536 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -3555542.000000 Penalty: 12150.433594
	Iteration 48Q: 3 clusters Score -3555542 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -3555574.750000 Penalty: 12150.433594
	Iteration 49Q: 3 clusters Score -3555575 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -3555607.250000 Penalty: 12150.433594
	Iteration 50Q: 3 clusters Score -3555607 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -3555631.000000 Penalty: 12150.433594
	Iteration 51Q: 3 clusters Score -3555631 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -3555650.500000 Penalty: 12150.433594
	Iteration 52Q: 3 clusters Score -3555650 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -3555669.500000 Penalty: 12150.433594
	Iteration 53Q: 3 clusters Score -3555670 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -3555699.000000 Penalty: 12150.433594
	Iteration 54Q: 3 clusters Score -3555699 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -3555722.250000 Penalty: 12150.433594
	Iteration 55Q: 3 clusters Score -3555722 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -3555758.750000 Penalty: 12150.433594
	Iteration 56Q: 3 clusters Score -3555759 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -3555786.750000 Penalty: 12150.433594
	Iteration 57Q: 3 clusters Score -3555787 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -3555821.000000 Penalty: 12150.433594
	Iteration 58Q: 3 clusters Score -3555821 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -3555871.250000 Penalty: 12150.433594
	Iteration 59Q: 3 clusters Score -3555871 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -3555906.000000 Penalty: 12150.433594
	Iteration 60F: 3 clusters Score -3555906 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -3555938.750000 Penalty: 12150.433594
	Iteration 61Q: 3 clusters Score -3555939 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -3555978.750000 Penalty: 12150.433594
	Iteration 62Q: 3 clusters Score -3555979 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -3556011.750000 Penalty: 12150.433594
	Iteration 63Q: 3 clusters Score -3556012 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -3556071.750000 Penalty: 12150.433594
	Iteration 64Q: 3 clusters Score -3556072 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -3556087.500000 Penalty: 12150.433594
	Iteration 65Q: 3 clusters Score -3556088 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -3556131.250000 Penalty: 12150.433594
	Iteration 66Q: 3 clusters Score -3556131 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -3556154.000000 Penalty: 12150.433594
	Iteration 67Q: 3 clusters Score -3556154 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -3556188.000000 Penalty: 12150.433594
	Iteration 68Q: 3 clusters Score -3556188 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -3556225.000000 Penalty: 12150.433594
	Iteration 69Q: 3 clusters Score -3556225 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -3556292.000000 Penalty: 12150.433594
	Iteration 70Q: 3 clusters Score -3556292 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -3556373.500000 Penalty: 12150.433594
	Iteration 71Q: 3 clusters Score -3556374 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -3556477.750000 Penalty: 12150.433594
	Iteration 72Q: 3 clusters Score -3556478 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -3556607.750000 Penalty: 12150.433594
	Iteration 73Q: 3 clusters Score -3556608 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -3556711.500000 Penalty: 12150.433594
	Iteration 74Q: 3 clusters Score -3556712 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -3556802.250000 Penalty: 12150.433594
	Iteration 75Q: 3 clusters Score -3556802 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -3556869.500000 Penalty: 12150.433594
	Iteration 76Q: 3 clusters Score -3556870 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -3556908.500000 Penalty: 12150.433594
	Iteration 77Q: 3 clusters Score -3556908 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -3556936.750000 Penalty: 12150.433594
	Iteration 78Q: 3 clusters Score -3556937 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -3556951.000000 Penalty: 12150.433594
	Iteration 79Q: 3 clusters Score -3556951 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -3556964.500000 Penalty: 12150.433594
	Iteration 80F: 3 clusters Score -3556964 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -3556969.000000 Penalty: 12150.433594
	Iteration 81Q: 3 clusters Score -3556969 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -3556978.750000 Penalty: 12150.433594
	Iteration 82Q: 3 clusters Score -3556979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -3556979.500000 Penalty: 12150.433594
	Iteration 83Q: 3 clusters Score -3556980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -3556986.000000 Penalty: 12150.433594
	Iteration 84Q: 3 clusters Score -3556986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -3556984.750000 Penalty: 12150.433594
	Iteration 85Q: 3 clusters Score -3556985 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -3556998.500000 Penalty: 12150.433594
	Iteration 86Q: 3 clusters Score -3556998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -3557006.500000 Penalty: 12150.433594
	Iteration 87Q: 3 clusters Score -3557006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -3557005.750000 Penalty: 12150.433594
	Iteration 88Q: 3 clusters Score -3557006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -3557006.750000 Penalty: 12150.433594
	Iteration 89Q: 3 clusters Score -3557007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -3557007.750000 Penalty: 12150.433594
	Iteration 90Q: 3 clusters Score -3557008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -3557009.250000 Penalty: 12150.433594
	Iteration 91Q: 3 clusters Score -3557009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -3557014.000000 Penalty: 12150.433594
	Iteration 92Q: 3 clusters Score -3557014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -3557014.000000 Penalty: 12150.433594
	Iteration 93F: 3 clusters Score -3557014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Entering Unmasked Estep 
Score: -300039.906250 Penalty: 4627.351074
	Iteration 0F: 2 clusters Score -300039.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -295267.156250 Penalty: 9254.702148
	Iteration 0F: 3 clusters Score -295267.2 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -296124.468750 Penalty: 9254.702148
	Iteration 1F: 3 clusters Score -296124.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -296875.875000 Penalty: 9254.702148
	Iteration 2F: 3 clusters Score -296875.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -297963.562500 Penalty: 9254.702148
	Iteration 3F: 3 clusters Score -297963.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -299210.375000 Penalty: 9254.702148
	Iteration 4F: 3 clusters Score -299210.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -300172.531250 Penalty: 9254.702148
	Iteration 5F: 3 clusters Score -300172.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -300659.468750 Penalty: 9254.702148
	Iteration 6Q: 3 clusters Score -300659.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -300777.437500 Penalty: 9254.702148
	Iteration 7Q: 3 clusters Score -300777.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -300806.312500 Penalty: 9254.702148
	Iteration 8Q: 3 clusters Score -300806.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -300829.875000 Penalty: 9254.702148
	Iteration 9Q: 3 clusters Score -300829.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -300833.031250 Penalty: 9254.702148
	Iteration 10Q: 3 clusters Score -300833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -300833.031250 Penalty: 9254.702148
	Iteration 11F: 3 clusters Score -300833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 11876 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 50572 members 
Mstep: Class 5 contains 131812 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 33050 members 
Mstep: Class 9 contains 24692 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 22776 members 
Mstep: Class 12 contains 1352 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 38618 members 
Mstep: Class 15 contains 350471 members 
Mstep: Class 16 contains 575556 members 
Mstep: Class 17 contains 96961 members 
Mstep: Class 18 contains 858 members 
Mstep: Class 19 contains 20307 members 
Mstep: Class 21 contains 1052 members 
Entering Unmasked Estep 
Score: -233307792.000000 Penalty: 173134.625000
Splitting cluster 21 changes total score from -233311872.000000 to -233307792.000000
So it's not getting split.
--- Evaluating fit on full set of 4122835 points ---
Entering Unmasked Estep 
Score: -706512128.000000 Penalty: 177263.000000
22->20 Clusters: Score -706512128.000000, best is -706644608.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 1374278 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62199 members 
Mstep: Class 2 contains 62197 members 
Mstep: Class 3 contains 62352 members 
Mstep: Class 4 contains 62610 members 
Mstep: Class 5 contains 62191 members 
Mstep: Class 6 contains 62343 members 
Mstep: Class 7 contains 62266 members 
Mstep: Class 8 contains 62527 members 
Mstep: Class 9 contains 62411 members 
Mstep: Class 10 contains 62679 members 
Mstep: Class 11 contains 62983 members 
Mstep: Class 12 contains 62673 members 
Mstep: Class 13 contains 62403 members 
Mstep: Class 14 contains 62329 members 
Mstep: Class 15 contains 62716 members 
Mstep: Class 16 contains 62563 members 
Mstep: Class 17 contains 62588 members 
Mstep: Class 18 contains 62950 members 
Mstep: Class 19 contains 62226 members 
Mstep: Class 20 contains 62165 members 
Mstep: Class 21 contains 62399 members 
Mstep: Class 22 contains 62508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 586.422485 but Gain 8656.734375
Score: -223534784.000000 Penalty: 181791.359375
Iteration 0F: 22 clusters Score -2.235348e+08 nChanged 1301002
Entering Unmasked Mstep 
Mstep: Class 0 contains 3631 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 46698 members 
Mstep: Class 3 contains 48617 members 
Mstep: Class 4 contains 22217 members 
Mstep: Class 5 contains 30327 members 
Mstep: Class 6 contains 11841 members 
Mstep: Class 7 contains 64524 members 
Mstep: Class 8 contains 37554 members 
Mstep: Class 9 contains 64789 members 
Mstep: Class 10 contains 115419 members 
Mstep: Class 11 contains 32977 members 
Mstep: Class 12 contains 45922 members 
Mstep: Class 13 contains 165590 members 
Mstep: Class 14 contains 117058 members 
Mstep: Class 15 contains 11420 members 
Mstep: Class 16 contains 4231 members 
Mstep: Class 17 contains 37338 members 
Mstep: Class 18 contains 420554 members 
Mstep: Class 20 contains 4822 members 
Mstep: Class 21 contains 11214 members 
Mstep: Class 22 contains 66589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 6515.631348 but Gain 8656.734375
Score: -231034672.000000 Penalty: 173134.625000
Iteration 1F: 21 clusters Score -2.310347e+08 nChanged 475048
Entering Unmasked Mstep 
Mstep: Class 0 contains 1256 members 
Mstep: Class 2 contains 22306 members 
Mstep: Class 3 contains 19254 members 
Mstep: Class 4 contains 20873 members 
Mstep: Class 5 contains 20793 members 
Mstep: Class 6 contains 4680 members 
Mstep: Class 7 contains 41709 members 
Mstep: Class 8 contains 19376 members 
Mstep: Class 9 contains 39085 members 
Mstep: Class 10 contains 123777 members 
Mstep: Class 11 contains 22000 members 
Mstep: Class 12 contains 30949 members 
Mstep: Class 13 contains 200589 members 
Mstep: Class 14 contains 91766 members 
Mstep: Class 15 contains 6820 members 
Mstep: Class 16 contains 4610 members 
Mstep: Class 17 contains 32882 members 
Mstep: Class 18 contains 600075 members 
Mstep: Class 20 contains 2590 members 
Mstep: Class 21 contains 16077 members 
Mstep: Class 22 contains 52811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 8132.647461 but Gain 8656.734375
Score: -232067152.000000 Penalty: 164477.890625
Iteration 2F: 20 clusters Score -2.320672e+08 nChanged 302286
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 2 contains 16079 members 
Mstep: Class 3 contains 15816 members 
Mstep: Class 4 contains 23767 members 
Mstep: Class 5 contains 19360 members 
Mstep: Class 7 contains 33453 members 
Mstep: Class 8 contains 9929 members 
Mstep: Class 9 contains 31267 members 
Mstep: Class 10 contains 108490 members 
Mstep: Class 11 contains 13605 members 
Mstep: Class 12 contains 21173 members 
Mstep: Class 13 contains 205941 members 
Mstep: Class 14 contains 63625 members 
Mstep: Class 15 contains 4626 members 
Mstep: Class 16 contains 5457 members 
Mstep: Class 17 contains 42521 members 
Mstep: Class 18 contains 699870 members 
Mstep: Class 20 contains 2124 members 
Mstep: Class 21 contains 20057 members 
Mstep: Class 22 contains 36939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 6228.013184 but Gain 8656.718750
Score: -232436528.000000 Penalty: 155821.171875
Iteration 3F: 19 clusters Score -2.324365e+08 nChanged 217150
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 2 contains 14017 members 
Mstep: Class 3 contains 17826 members 
Mstep: Class 4 contains 28289 members 
Mstep: Class 5 contains 22944 members 
Mstep: Class 7 contains 27299 members 
Mstep: Class 9 contains 32467 members 
Mstep: Class 10 contains 91662 members 
Mstep: Class 11 contains 9223 members 
Mstep: Class 12 contains 17167 members 
Mstep: Class 13 contains 215030 members 
Mstep: Class 14 contains 45411 members 
Mstep: Class 15 contains 3447 members 
Mstep: Class 16 contains 5455 members 
Mstep: Class 17 contains 56320 members 
Mstep: Class 18 contains 737853 members 
Mstep: Class 20 contains 1849 members 
Mstep: Class 21 contains 19217 members 
Mstep: Class 22 contains 28732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 7638.175781 but Gain 8656.734375
Score: -232670624.000000 Penalty: 147164.437500
Iteration 4F: 18 clusters Score -2.326706e+08 nChanged 167986
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 2 contains 11894 members 
Mstep: Class 3 contains 19889 members 
Mstep: Class 4 contains 30673 members 
Mstep: Class 5 contains 27741 members 
Mstep: Class 7 contains 19086 members 
Mstep: Class 9 contains 32347 members 
Mstep: Class 10 contains 78840 members 
Mstep: Class 12 contains 16630 members 
Mstep: Class 13 contains 232169 members 
Mstep: Class 14 contains 33407 members 
Mstep: Class 15 contains 3313 members 
Mstep: Class 16 contains 5450 members 
Mstep: Class 17 contains 68906 members 
Mstep: Class 18 contains 748251 members 
Mstep: Class 20 contains 1700 members 
Mstep: Class 21 contains 18495 members 
Mstep: Class 22 contains 25445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -232822048.000000 Penalty: 147164.437500
Iteration 5F: 18 clusters Score -2.32822e+08 nChanged 126318
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 2 contains 9677 members 
Mstep: Class 3 contains 20609 members 
Mstep: Class 4 contains 29629 members 
Mstep: Class 5 contains 30769 members 
Mstep: Class 7 contains 11511 members 
Mstep: Class 9 contains 29723 members 
Mstep: Class 10 contains 70987 members 
Mstep: Class 12 contains 16817 members 
Mstep: Class 13 contains 252252 members 
Mstep: Class 14 contains 24271 members 
Mstep: Class 15 contains 3266 members 
Mstep: Class 16 contains 5436 members 
Mstep: Class 17 contains 79837 members 
Mstep: Class 18 contains 744871 members 
Mstep: Class 20 contains 1571 members 
Mstep: Class 21 contains 18057 members 
Mstep: Class 22 contains 24958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -232922816.000000 Penalty: 147164.437500
Iteration 6F: 18 clusters Score -2.329228e+08 nChanged 100613
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 21503 members 
Mstep: Class 4 contains 27362 members 
Mstep: Class 5 contains 32973 members 
Mstep: Class 7 contains 6600 members 
Mstep: Class 9 contains 25661 members 
Mstep: Class 10 contains 68105 members 
Mstep: Class 12 contains 16475 members 
Mstep: Class 13 contains 272317 members 
Mstep: Class 14 contains 17175 members 
Mstep: Class 15 contains 3214 members 
Mstep: Class 16 contains 5436 members 
Mstep: Class 17 contains 88335 members 
Mstep: Class 18 contains 736382 members 
Mstep: Class 20 contains 1352 members 
Mstep: Class 21 contains 17167 members 
Mstep: Class 22 contains 25750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -232993664.000000 Penalty: 147164.437500
Iteration 7F: 18 clusters Score -2.329937e+08 nChanged 79046
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 8084 members 
Mstep: Class 3 contains 22662 members 
Mstep: Class 4 contains 24862 members 
Mstep: Class 5 contains 34317 members 
Mstep: Class 7 contains 4304 members 
Mstep: Class 9 contains 21598 members 
Mstep: Class 10 contains 68369 members 
Mstep: Class 12 contains 15839 members 
Mstep: Class 13 contains 289602 members 
Mstep: Class 14 contains 11836 members 
Mstep: Class 15 contains 3123 members 
Mstep: Class 16 contains 5436 members 
Mstep: Class 17 contains 93998 members 
Mstep: Class 18 contains 725749 members 
Mstep: Class 20 contains 1117 members 
Mstep: Class 21 contains 16071 members 
Mstep: Class 22 contains 27280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 8504.653320 but Gain 8656.734375
Score: -233042960.000000 Penalty: 138507.703125
Iteration 8F: 17 clusters Score -2.33043e+08 nChanged 69954
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 2 contains 8082 members 
Mstep: Class 3 contains 23865 members 
Mstep: Class 4 contains 22772 members 
Mstep: Class 5 contains 35052 members 
Mstep: Class 7 contains 3550 members 
Mstep: Class 9 contains 18751 members 
Mstep: Class 10 contains 70125 members 
Mstep: Class 12 contains 15539 members 
Mstep: Class 13 contains 303624 members 
Mstep: Class 15 contains 3032 members 
Mstep: Class 16 contains 5435 members 
Mstep: Class 17 contains 98807 members 
Mstep: Class 18 contains 720181 members 
Mstep: Class 20 contains 927 members 
Mstep: Class 21 contains 15101 members 
Mstep: Class 22 contains 29407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233091584.000000 Penalty: 138507.703125
Iteration 9F: 17 clusters Score -2.330916e+08 nChanged 47807
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 8189 members 
Mstep: Class 3 contains 24872 members 
Mstep: Class 4 contains 20570 members 
Mstep: Class 5 contains 35579 members 
Mstep: Class 7 contains 3189 members 
Mstep: Class 9 contains 16102 members 
Mstep: Class 10 contains 72239 members 
Mstep: Class 12 contains 16000 members 
Mstep: Class 13 contains 314936 members 
Mstep: Class 15 contains 2867 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 99915 members 
Mstep: Class 18 contains 707850 members 
Mstep: Class 20 contains 828 members 
Mstep: Class 21 contains 14404 members 
Mstep: Class 22 contains 31275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233115680.000000 Penalty: 138507.703125
Iteration 10Q: 17 clusters Score -2.331157e+08 nChanged 38344
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 2 contains 8312 members 
Mstep: Class 3 contains 25787 members 
Mstep: Class 4 contains 18654 members 
Mstep: Class 5 contains 35899 members 
Mstep: Class 7 contains 3005 members 
Mstep: Class 9 contains 14250 members 
Mstep: Class 10 contains 74392 members 
Mstep: Class 12 contains 16897 members 
Mstep: Class 13 contains 324127 members 
Mstep: Class 15 contains 2716 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 100360 members 
Mstep: Class 18 contains 696716 members 
Mstep: Class 20 contains 761 members 
Mstep: Class 21 contains 13910 members 
Mstep: Class 22 contains 33031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233131248.000000 Penalty: 138507.703125
Iteration 11Q: 17 clusters Score -2.331312e+08 nChanged 31169
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 26524 members 
Mstep: Class 4 contains 17289 members 
Mstep: Class 5 contains 36210 members 
Mstep: Class 7 contains 2895 members 
Mstep: Class 9 contains 12973 members 
Mstep: Class 10 contains 76602 members 
Mstep: Class 12 contains 17732 members 
Mstep: Class 13 contains 331418 members 
Mstep: Class 15 contains 2562 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 100379 members 
Mstep: Class 18 contains 686700 members 
Mstep: Class 20 contains 716 members 
Mstep: Class 21 contains 13547 members 
Mstep: Class 22 contains 34832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233143824.000000 Penalty: 138507.703125
Iteration 12Q: 17 clusters Score -2.331438e+08 nChanged 25759
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 2 contains 8625 members 
Mstep: Class 3 contains 27154 members 
Mstep: Class 4 contains 16335 members 
Mstep: Class 5 contains 36395 members 
Mstep: Class 7 contains 2838 members 
Mstep: Class 9 contains 12097 members 
Mstep: Class 10 contains 78652 members 
Mstep: Class 12 contains 18417 members 
Mstep: Class 13 contains 337066 members 
Mstep: Class 15 contains 2380 members 
Mstep: Class 16 contains 5436 members 
Mstep: Class 17 contains 100153 members 
Mstep: Class 18 contains 677938 members 
Mstep: Class 20 contains 698 members 
Mstep: Class 21 contains 13298 members 
Mstep: Class 22 contains 36772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233153120.000000 Penalty: 138507.703125
Iteration 13Q: 17 clusters Score -2.331531e+08 nChanged 21908
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 2 contains 8819 members 
Mstep: Class 3 contains 27521 members 
Mstep: Class 4 contains 15687 members 
Mstep: Class 5 contains 36558 members 
Mstep: Class 7 contains 2784 members 
Mstep: Class 9 contains 11422 members 
Mstep: Class 10 contains 80873 members 
Mstep: Class 12 contains 18987 members 
Mstep: Class 13 contains 341511 members 
Mstep: Class 15 contains 2191 members 
Mstep: Class 16 contains 5436 members 
Mstep: Class 17 contains 99828 members 
Mstep: Class 18 contains 670222 members 
Mstep: Class 20 contains 687 members 
Mstep: Class 21 contains 13119 members 
Mstep: Class 22 contains 38609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233161312.000000 Penalty: 138507.703125
Iteration 14Q: 17 clusters Score -2.331613e+08 nChanged 19159
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 2 contains 8965 members 
Mstep: Class 3 contains 27834 members 
Mstep: Class 4 contains 15243 members 
Mstep: Class 5 contains 36742 members 
Mstep: Class 7 contains 2748 members 
Mstep: Class 9 contains 10969 members 
Mstep: Class 10 contains 83151 members 
Mstep: Class 12 contains 19409 members 
Mstep: Class 13 contains 345038 members 
Mstep: Class 15 contains 2048 members 
Mstep: Class 16 contains 5436 members 
Mstep: Class 17 contains 99426 members 
Mstep: Class 18 contains 663213 members 
Mstep: Class 20 contains 675 members 
Mstep: Class 21 contains 12980 members 
Mstep: Class 22 contains 40377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233167408.000000 Penalty: 138507.703125
Iteration 15Q: 17 clusters Score -2.331674e+08 nChanged 16903
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 2 contains 9109 members 
Mstep: Class 3 contains 28002 members 
Mstep: Class 4 contains 14973 members 
Mstep: Class 5 contains 36908 members 
Mstep: Class 7 contains 2738 members 
Mstep: Class 9 contains 10621 members 
Mstep: Class 10 contains 85513 members 
Mstep: Class 12 contains 19727 members 
Mstep: Class 13 contains 347780 members 
Mstep: Class 15 contains 1943 members 
Mstep: Class 16 contains 5436 members 
Mstep: Class 17 contains 98959 members 
Mstep: Class 18 contains 656925 members 
Mstep: Class 20 contains 665 members 
Mstep: Class 21 contains 12880 members 
Mstep: Class 22 contains 42075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233171344.000000 Penalty: 138507.703125
Iteration 16Q: 17 clusters Score -2.331713e+08 nChanged 14851
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 2 contains 9172 members 
Mstep: Class 3 contains 28126 members 
Mstep: Class 4 contains 14847 members 
Mstep: Class 5 contains 37046 members 
Mstep: Class 7 contains 2740 members 
Mstep: Class 9 contains 10450 members 
Mstep: Class 10 contains 87987 members 
Mstep: Class 12 contains 19942 members 
Mstep: Class 13 contains 349804 members 
Mstep: Class 15 contains 1879 members 
Mstep: Class 16 contains 5436 members 
Mstep: Class 17 contains 98466 members 
Mstep: Class 18 contains 651298 members 
Mstep: Class 20 contains 663 members 
Mstep: Class 21 contains 12802 members 
Mstep: Class 22 contains 43596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233174848.000000 Penalty: 138507.703125
Iteration 17Q: 17 clusters Score -2.331748e+08 nChanged 13218
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 2 contains 9193 members 
Mstep: Class 3 contains 28232 members 
Mstep: Class 4 contains 14791 members 
Mstep: Class 5 contains 37186 members 
Mstep: Class 7 contains 2742 members 
Mstep: Class 9 contains 10345 members 
Mstep: Class 10 contains 90659 members 
Mstep: Class 12 contains 20106 members 
Mstep: Class 13 contains 351121 members 
Mstep: Class 15 contains 1849 members 
Mstep: Class 16 contains 5436 members 
Mstep: Class 17 contains 98039 members 
Mstep: Class 18 contains 646275 members 
Mstep: Class 20 contains 662 members 
Mstep: Class 21 contains 12730 members 
Mstep: Class 22 contains 44888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233179680.000000 Penalty: 138507.703125
Iteration 18Q: 17 clusters Score -2.331797e+08 nChanged 11858
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 2 contains 9180 members 
Mstep: Class 3 contains 28317 members 
Mstep: Class 4 contains 14757 members 
Mstep: Class 5 contains 37317 members 
Mstep: Class 7 contains 2738 members 
Mstep: Class 9 contains 10305 members 
Mstep: Class 10 contains 93356 members 
Mstep: Class 12 contains 20239 members 
Mstep: Class 13 contains 351891 members 
Mstep: Class 15 contains 1830 members 
Mstep: Class 16 contains 5436 members 
Mstep: Class 17 contains 97568 members 
Mstep: Class 18 contains 641990 members 
Mstep: Class 20 contains 661 members 
Mstep: Class 21 contains 12686 members 
Mstep: Class 22 contains 45983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233182512.000000 Penalty: 138507.703125
Iteration 19Q: 17 clusters Score -2.331825e+08 nChanged 10631
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 2 contains 9140 members 
Mstep: Class 3 contains 28440 members 
Mstep: Class 4 contains 14751 members 
Mstep: Class 5 contains 37427 members 
Mstep: Class 7 contains 2733 members 
Mstep: Class 9 contains 10341 members 
Mstep: Class 10 contains 96175 members 
Mstep: Class 12 contains 20340 members 
Mstep: Class 13 contains 352153 members 
Mstep: Class 15 contains 1822 members 
Mstep: Class 16 contains 5436 members 
Mstep: Class 17 contains 97093 members 
Mstep: Class 18 contains 638174 members 
Mstep: Class 20 contains 660 members 
Mstep: Class 21 contains 12643 members 
Mstep: Class 22 contains 46926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233184368.000000 Penalty: 138507.703125
Iteration 20F: 17 clusters Score -2.331844e+08 nChanged 9622
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 2 contains 9196 members 
Mstep: Class 3 contains 28519 members 
Mstep: Class 4 contains 14765 members 
Mstep: Class 5 contains 37512 members 
Mstep: Class 7 contains 2726 members 
Mstep: Class 9 contains 10387 members 
Mstep: Class 10 contains 98969 members 
Mstep: Class 12 contains 20451 members 
Mstep: Class 13 contains 352167 members 
Mstep: Class 15 contains 1730 members 
Mstep: Class 16 contains 5436 members 
Mstep: Class 17 contains 96605 members 
Mstep: Class 18 contains 634856 members 
Mstep: Class 20 contains 657 members 
Mstep: Class 21 contains 12600 members 
Mstep: Class 22 contains 47679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233185488.000000 Penalty: 138507.703125
Iteration 21Q: 17 clusters Score -2.331855e+08 nChanged 8972
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 2 contains 9196 members 
Mstep: Class 3 contains 28589 members 
Mstep: Class 4 contains 14808 members 
Mstep: Class 5 contains 37640 members 
Mstep: Class 7 contains 2723 members 
Mstep: Class 9 contains 10429 members 
Mstep: Class 10 contains 101794 members 
Mstep: Class 12 contains 20546 members 
Mstep: Class 13 contains 351956 members 
Mstep: Class 15 contains 1667 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 96126 members 
Mstep: Class 18 contains 631871 members 
Mstep: Class 20 contains 658 members 
Mstep: Class 21 contains 12563 members 
Mstep: Class 22 contains 48252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233187408.000000 Penalty: 138507.703125
Iteration 22Q: 17 clusters Score -2.331874e+08 nChanged 7955
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 2 contains 9153 members 
Mstep: Class 3 contains 28652 members 
Mstep: Class 4 contains 14866 members 
Mstep: Class 5 contains 37780 members 
Mstep: Class 7 contains 2718 members 
Mstep: Class 9 contains 10467 members 
Mstep: Class 10 contains 104607 members 
Mstep: Class 12 contains 20632 members 
Mstep: Class 13 contains 351570 members 
Mstep: Class 15 contains 1635 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 95724 members 
Mstep: Class 18 contains 629158 members 
Mstep: Class 20 contains 653 members 
Mstep: Class 21 contains 12522 members 
Mstep: Class 22 contains 48681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233189472.000000 Penalty: 138507.703125
Iteration 23Q: 17 clusters Score -2.331895e+08 nChanged 7223
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 2 contains 9103 members 
Mstep: Class 3 contains 28712 members 
Mstep: Class 4 contains 14914 members 
Mstep: Class 5 contains 37895 members 
Mstep: Class 7 contains 2708 members 
Mstep: Class 9 contains 10525 members 
Mstep: Class 10 contains 107358 members 
Mstep: Class 12 contains 20717 members 
Mstep: Class 13 contains 351119 members 
Mstep: Class 15 contains 1608 members 
Mstep: Class 16 contains 5438 members 
Mstep: Class 17 contains 95369 members 
Mstep: Class 18 contains 626610 members 
Mstep: Class 20 contains 653 members 
Mstep: Class 21 contains 12484 members 
Mstep: Class 22 contains 49042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233191360.000000 Penalty: 138507.703125
Iteration 24Q: 17 clusters Score -2.331914e+08 nChanged 6678
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 2 contains 9062 members 
Mstep: Class 3 contains 28777 members 
Mstep: Class 4 contains 14969 members 
Mstep: Class 5 contains 38011 members 
Mstep: Class 7 contains 2705 members 
Mstep: Class 9 contains 10583 members 
Mstep: Class 10 contains 110019 members 
Mstep: Class 12 contains 20782 members 
Mstep: Class 13 contains 350542 members 
Mstep: Class 15 contains 1587 members 
Mstep: Class 16 contains 5438 members 
Mstep: Class 17 contains 95062 members 
Mstep: Class 18 contains 624265 members 
Mstep: Class 20 contains 652 members 
Mstep: Class 21 contains 12447 members 
Mstep: Class 22 contains 49354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233191696.000000 Penalty: 138507.703125
Iteration 25Q: 17 clusters Score -2.331917e+08 nChanged 6314
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 2 contains 9016 members 
Mstep: Class 3 contains 28828 members 
Mstep: Class 4 contains 15035 members 
Mstep: Class 5 contains 38121 members 
Mstep: Class 7 contains 2702 members 
Mstep: Class 9 contains 10705 members 
Mstep: Class 10 contains 112724 members 
Mstep: Class 12 contains 20839 members 
Mstep: Class 13 contains 349879 members 
Mstep: Class 15 contains 1568 members 
Mstep: Class 16 contains 5438 members 
Mstep: Class 17 contains 94747 members 
Mstep: Class 18 contains 621937 members 
Mstep: Class 20 contains 652 members 
Mstep: Class 21 contains 12420 members 
Mstep: Class 22 contains 49644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233192608.000000 Penalty: 138507.703125
Iteration 26Q: 17 clusters Score -2.331926e+08 nChanged 6074
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 2 contains 8975 members 
Mstep: Class 3 contains 28868 members 
Mstep: Class 4 contains 15122 members 
Mstep: Class 5 contains 38231 members 
Mstep: Class 7 contains 2702 members 
Mstep: Class 9 contains 10839 members 
Mstep: Class 10 contains 115356 members 
Mstep: Class 12 contains 20920 members 
Mstep: Class 13 contains 349160 members 
Mstep: Class 15 contains 1553 members 
Mstep: Class 16 contains 5438 members 
Mstep: Class 17 contains 94480 members 
Mstep: Class 18 contains 619646 members 
Mstep: Class 20 contains 652 members 
Mstep: Class 21 contains 12393 members 
Mstep: Class 22 contains 49920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233193376.000000 Penalty: 138507.703125
Iteration 27Q: 17 clusters Score -2.331934e+08 nChanged 5915
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 2 contains 8933 members 
Mstep: Class 3 contains 28909 members 
Mstep: Class 4 contains 15244 members 
Mstep: Class 5 contains 38311 members 
Mstep: Class 7 contains 2706 members 
Mstep: Class 9 contains 11001 members 
Mstep: Class 10 contains 118026 members 
Mstep: Class 12 contains 20998 members 
Mstep: Class 13 contains 348420 members 
Mstep: Class 15 contains 1546 members 
Mstep: Class 16 contains 5438 members 
Mstep: Class 17 contains 94203 members 
Mstep: Class 18 contains 617346 members 
Mstep: Class 20 contains 652 members 
Mstep: Class 21 contains 12371 members 
Mstep: Class 22 contains 50151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233195824.000000 Penalty: 138507.703125
Iteration 28Q: 17 clusters Score -2.331958e+08 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 2 contains 8900 members 
Mstep: Class 3 contains 28952 members 
Mstep: Class 4 contains 15398 members 
Mstep: Class 5 contains 38405 members 
Mstep: Class 7 contains 2705 members 
Mstep: Class 9 contains 11181 members 
Mstep: Class 10 contains 120725 members 
Mstep: Class 12 contains 21068 members 
Mstep: Class 13 contains 347564 members 
Mstep: Class 15 contains 1534 members 
Mstep: Class 16 contains 5438 members 
Mstep: Class 17 contains 93924 members 
Mstep: Class 18 contains 615135 members 
Mstep: Class 20 contains 652 members 
Mstep: Class 21 contains 12354 members 
Mstep: Class 22 contains 50320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233197024.000000 Penalty: 138507.703125
Iteration 29Q: 17 clusters Score -2.33197e+08 nChanged 6055
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 2 contains 8856 members 
Mstep: Class 3 contains 28990 members 
Mstep: Class 4 contains 15662 members 
Mstep: Class 5 contains 38497 members 
Mstep: Class 7 contains 2701 members 
Mstep: Class 9 contains 11375 members 
Mstep: Class 10 contains 123511 members 
Mstep: Class 12 contains 21145 members 
Mstep: Class 13 contains 346607 members 
Mstep: Class 15 contains 1525 members 
Mstep: Class 16 contains 5438 members 
Mstep: Class 17 contains 93689 members 
Mstep: Class 18 contains 612819 members 
Mstep: Class 20 contains 652 members 
Mstep: Class 21 contains 12334 members 
Mstep: Class 22 contains 50454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233198304.000000 Penalty: 138507.703125
Iteration 30Q: 17 clusters Score -2.331983e+08 nChanged 6115
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 2 contains 8813 members 
Mstep: Class 3 contains 28996 members 
Mstep: Class 4 contains 16050 members 
Mstep: Class 5 contains 38579 members 
Mstep: Class 7 contains 2703 members 
Mstep: Class 9 contains 11565 members 
Mstep: Class 10 contains 126271 members 
Mstep: Class 12 contains 21211 members 
Mstep: Class 13 contains 345563 members 
Mstep: Class 15 contains 1522 members 
Mstep: Class 16 contains 5439 members 
Mstep: Class 17 contains 93471 members 
Mstep: Class 18 contains 610568 members 
Mstep: Class 20 contains 652 members 
Mstep: Class 21 contains 12316 members 
Mstep: Class 22 contains 50536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233200224.000000 Penalty: 138507.703125
Iteration 31Q: 17 clusters Score -2.332002e+08 nChanged 6142
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 2 contains 8760 members 
Mstep: Class 3 contains 29012 members 
Mstep: Class 4 contains 16615 members 
Mstep: Class 5 contains 38660 members 
Mstep: Class 7 contains 2701 members 
Mstep: Class 9 contains 11729 members 
Mstep: Class 10 contains 129022 members 
Mstep: Class 12 contains 21276 members 
Mstep: Class 13 contains 344328 members 
Mstep: Class 15 contains 1519 members 
Mstep: Class 16 contains 5439 members 
Mstep: Class 17 contains 93298 members 
Mstep: Class 18 contains 608343 members 
Mstep: Class 20 contains 651 members 
Mstep: Class 21 contains 12297 members 
Mstep: Class 22 contains 50605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233202448.000000 Penalty: 138507.703125
Iteration 32Q: 17 clusters Score -2.332024e+08 nChanged 6466
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 2 contains 8712 members 
Mstep: Class 3 contains 29015 members 
Mstep: Class 4 contains 17386 members 
Mstep: Class 5 contains 38734 members 
Mstep: Class 7 contains 2700 members 
Mstep: Class 9 contains 11910 members 
Mstep: Class 10 contains 131895 members 
Mstep: Class 12 contains 21390 members 
Mstep: Class 13 contains 342759 members 
Mstep: Class 15 contains 1513 members 
Mstep: Class 16 contains 5440 members 
Mstep: Class 17 contains 93130 members 
Mstep: Class 18 contains 606102 members 
Mstep: Class 20 contains 650 members 
Mstep: Class 21 contains 12281 members 
Mstep: Class 22 contains 50638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233204864.000000 Penalty: 138507.703125
Iteration 33Q: 17 clusters Score -2.332049e+08 nChanged 6860
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 2 contains 8663 members 
Mstep: Class 3 contains 29039 members 
Mstep: Class 4 contains 18437 members 
Mstep: Class 5 contains 38807 members 
Mstep: Class 7 contains 2697 members 
Mstep: Class 9 contains 12135 members 
Mstep: Class 10 contains 134777 members 
Mstep: Class 12 contains 21504 members 
Mstep: Class 13 contains 340751 members 
Mstep: Class 15 contains 1508 members 
Mstep: Class 16 contains 5441 members 
Mstep: Class 17 contains 92935 members 
Mstep: Class 18 contains 603998 members 
Mstep: Class 20 contains 649 members 
Mstep: Class 21 contains 12268 members 
Mstep: Class 22 contains 50646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233207152.000000 Penalty: 138507.703125
Iteration 34Q: 17 clusters Score -2.332072e+08 nChanged 7477
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 2 contains 8628 members 
Mstep: Class 3 contains 29172 members 
Mstep: Class 4 contains 19890 members 
Mstep: Class 5 contains 38875 members 
Mstep: Class 7 contains 2697 members 
Mstep: Class 9 contains 12366 members 
Mstep: Class 10 contains 137726 members 
Mstep: Class 12 contains 21605 members 
Mstep: Class 13 contains 338254 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 5442 members 
Mstep: Class 17 contains 92754 members 
Mstep: Class 18 contains 601803 members 
Mstep: Class 20 contains 648 members 
Mstep: Class 21 contains 12249 members 
Mstep: Class 22 contains 50643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233209456.000000 Penalty: 138507.703125
Iteration 35Q: 17 clusters Score -2.332095e+08 nChanged 8016
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 2 contains 8595 members 
Mstep: Class 3 contains 29304 members 
Mstep: Class 4 contains 21741 members 
Mstep: Class 5 contains 38945 members 
Mstep: Class 7 contains 2700 members 
Mstep: Class 9 contains 12576 members 
Mstep: Class 10 contains 140719 members 
Mstep: Class 12 contains 21688 members 
Mstep: Class 13 contains 335299 members 
Mstep: Class 15 contains 1500 members 
Mstep: Class 16 contains 5442 members 
Mstep: Class 17 contains 92576 members 
Mstep: Class 18 contains 599656 members 
Mstep: Class 20 contains 647 members 
Mstep: Class 21 contains 12234 members 
Mstep: Class 22 contains 50633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233211696.000000 Penalty: 138507.703125
Iteration 36Q: 17 clusters Score -2.332117e+08 nChanged 8651
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 2 contains 8574 members 
Mstep: Class 3 contains 29420 members 
Mstep: Class 4 contains 23962 members 
Mstep: Class 5 contains 38982 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 9 contains 12777 members 
Mstep: Class 10 contains 143799 members 
Mstep: Class 12 contains 21753 members 
Mstep: Class 13 contains 331964 members 
Mstep: Class 15 contains 1497 members 
Mstep: Class 16 contains 5445 members 
Mstep: Class 17 contains 92396 members 
Mstep: Class 18 contains 597507 members 
Mstep: Class 20 contains 647 members 
Mstep: Class 21 contains 12211 members 
Mstep: Class 22 contains 50623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233215600.000000 Penalty: 138507.703125
Iteration 37Q: 17 clusters Score -2.332156e+08 nChanged 9290
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 2 contains 8558 members 
Mstep: Class 3 contains 29597 members 
Mstep: Class 4 contains 26567 members 
Mstep: Class 5 contains 39024 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 9 contains 12968 members 
Mstep: Class 10 contains 146980 members 
Mstep: Class 12 contains 21795 members 
Mstep: Class 13 contains 328093 members 
Mstep: Class 15 contains 1493 members 
Mstep: Class 16 contains 5447 members 
Mstep: Class 17 contains 92227 members 
Mstep: Class 18 contains 595400 members 
Mstep: Class 20 contains 647 members 
Mstep: Class 21 contains 12198 members 
Mstep: Class 22 contains 50563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233218752.000000 Penalty: 138507.703125
Iteration 38Q: 17 clusters Score -2.332188e+08 nChanged 9901
Entering ConstructFrom: 
Score: -233218752.000000 Penalty: 138507.703125
Entering ConstructFrom: 
Trying to split cluster 2 (8538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Entering Unmasked Estep 
Score: -1393475.125000 Penalty: 5544.522949
	Iteration 0F: 2 clusters Score -1393475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1384161.875000 Penalty: 11089.045898
	Iteration 0F: 3 clusters Score -1384162 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1385941.500000 Penalty: 11089.045898
	Iteration 1F: 3 clusters Score -1385942 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1386360.750000 Penalty: 11089.045898
	Iteration 2F: 3 clusters Score -1386361 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1386610.625000 Penalty: 11089.045898
	Iteration 3Q: 3 clusters Score -1386611 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1386766.000000 Penalty: 11089.045898
	Iteration 4Q: 3 clusters Score -1386766 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1386890.500000 Penalty: 11089.045898
	Iteration 5Q: 3 clusters Score -1386890 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1386988.250000 Penalty: 11089.045898
	Iteration 6Q: 3 clusters Score -1386988 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1387060.750000 Penalty: 11089.045898
	Iteration 7Q: 3 clusters Score -1387061 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1387121.500000 Penalty: 11089.045898
	Iteration 8Q: 3 clusters Score -1387122 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1387179.125000 Penalty: 11089.045898
	Iteration 9Q: 3 clusters Score -1387179 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1387228.500000 Penalty: 11089.045898
	Iteration 10Q: 3 clusters Score -1387228 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1387286.375000 Penalty: 11089.045898
	Iteration 11Q: 3 clusters Score -1387286 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1387344.250000 Penalty: 11089.045898
	Iteration 12Q: 3 clusters Score -1387344 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1387400.500000 Penalty: 11089.045898
	Iteration 13Q: 3 clusters Score -1387400 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1387469.625000 Penalty: 11089.045898
	Iteration 14Q: 3 clusters Score -1387470 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1387544.250000 Penalty: 11089.045898
	Iteration 15Q: 3 clusters Score -1387544 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1387626.500000 Penalty: 11089.045898
	Iteration 16Q: 3 clusters Score -1387626 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1387711.625000 Penalty: 11089.045898
	Iteration 17Q: 3 clusters Score -1387712 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1387802.625000 Penalty: 11089.045898
	Iteration 18Q: 3 clusters Score -1387803 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1387899.750000 Penalty: 11089.045898
	Iteration 19Q: 3 clusters Score -1387900 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1388010.375000 Penalty: 11089.045898
	Iteration 20F: 3 clusters Score -1388010 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1388128.125000 Penalty: 11089.045898
	Iteration 21Q: 3 clusters Score -1388128 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1388258.625000 Penalty: 11089.045898
	Iteration 22Q: 3 clusters Score -1388259 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1388382.000000 Penalty: 11089.045898
	Iteration 23Q: 3 clusters Score -1388382 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1388519.375000 Penalty: 11089.045898
	Iteration 24Q: 3 clusters Score -1388519 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1388650.500000 Penalty: 11089.045898
	Iteration 25Q: 3 clusters Score -1388650 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1388767.250000 Penalty: 11089.045898
	Iteration 26Q: 3 clusters Score -1388767 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1388908.375000 Penalty: 11089.045898
	Iteration 27Q: 3 clusters Score -1388908 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1389053.000000 Penalty: 11089.045898
	Iteration 28Q: 3 clusters Score -1389053 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1389208.375000 Penalty: 11089.045898
	Iteration 29Q: 3 clusters Score -1389208 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1389362.250000 Penalty: 11089.045898
	Iteration 30Q: 3 clusters Score -1389362 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1389523.625000 Penalty: 11089.045898
	Iteration 31Q: 3 clusters Score -1389524 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1389732.250000 Penalty: 11089.045898
	Iteration 32Q: 3 clusters Score -1389732 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1389951.875000 Penalty: 11089.045898
	Iteration 33Q: 3 clusters Score -1389952 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1390174.750000 Penalty: 11089.045898
	Iteration 34Q: 3 clusters Score -1390175 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1390343.500000 Penalty: 11089.045898
	Iteration 35Q: 3 clusters Score -1390344 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1390499.625000 Penalty: 11089.045898
	Iteration 36Q: 3 clusters Score -1390500 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1390592.000000 Penalty: 11089.045898
	Iteration 37Q: 3 clusters Score -1390592 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1390643.125000 Penalty: 11089.045898
	Iteration 38Q: 3 clusters Score -1390643 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1390675.375000 Penalty: 11089.045898
	Iteration 39Q: 3 clusters Score -1390675 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1390690.750000 Penalty: 11089.045898
	Iteration 40F: 3 clusters Score -1390691 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1390700.625000 Penalty: 11089.045898
	Iteration 41Q: 3 clusters Score -1390701 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1390706.125000 Penalty: 11089.045898
	Iteration 42Q: 3 clusters Score -1390706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1390708.875000 Penalty: 11089.045898
	Iteration 43Q: 3 clusters Score -1390709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1390711.625000 Penalty: 11089.045898
	Iteration 44Q: 3 clusters Score -1390712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1390710.750000 Penalty: 11089.045898
	Iteration 45Q: 3 clusters Score -1390711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1390711.125000 Penalty: 11089.045898
	Iteration 46Q: 3 clusters Score -1390711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1390711.125000 Penalty: 11089.045898
	Iteration 47F: 3 clusters Score -1390711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (29776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29776 members 
Entering Unmasked Estep 
Score: -4905700.000000 Penalty: 6309.643066
	Iteration 0F: 2 clusters Score -4905700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -4882974.000000 Penalty: 12619.286133
	Iteration 0F: 3 clusters Score -4882974 nChanged 12582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -4889742.000000 Penalty: 12619.286133
	Iteration 1F: 3 clusters Score -4889742 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -4890655.000000 Penalty: 12619.286133
	Iteration 2F: 3 clusters Score -4890655 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -4891344.500000 Penalty: 12619.286133
	Iteration 3F: 3 clusters Score -4891344 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -4891955.000000 Penalty: 12619.286133
	Iteration 4Q: 3 clusters Score -4891955 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -4892505.000000 Penalty: 12619.286133
	Iteration 5Q: 3 clusters Score -4892505 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -4893058.500000 Penalty: 12619.286133
	Iteration 6Q: 3 clusters Score -4893058 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -4893714.500000 Penalty: 12619.286133
	Iteration 7Q: 3 clusters Score -4893714 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -4894436.000000 Penalty: 12619.286133
	Iteration 8Q: 3 clusters Score -4894436 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -4895237.500000 Penalty: 12619.286133
	Iteration 9Q: 3 clusters Score -4895238 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -4896094.000000 Penalty: 12619.286133
	Iteration 10Q: 3 clusters Score -4896094 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24204 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -4896982.000000 Penalty: 12619.286133
	Iteration 11Q: 3 clusters Score -4896982 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25312 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -4897810.500000 Penalty: 12619.286133
	Iteration 12Q: 3 clusters Score -4897810 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -4898495.500000 Penalty: 12619.286133
	Iteration 13Q: 3 clusters Score -4898496 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -4899106.500000 Penalty: 12619.286133
	Iteration 14Q: 3 clusters Score -4899106 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27550 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -4899581.500000 Penalty: 12619.286133
	Iteration 15Q: 3 clusters Score -4899582 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27946 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -4899920.000000 Penalty: 12619.286133
	Iteration 16Q: 3 clusters Score -4899920 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28230 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -4900144.000000 Penalty: 12619.286133
	Iteration 17Q: 3 clusters Score -4900144 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28416 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -4900295.000000 Penalty: 12619.286133
	Iteration 18Q: 3 clusters Score -4900295 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28540 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -4900394.000000 Penalty: 12619.286133
	Iteration 19Q: 3 clusters Score -4900394 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28616 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -4900457.500000 Penalty: 12619.286133
	Iteration 20F: 3 clusters Score -4900458 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28665 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -4900531.500000 Penalty: 12619.286133
	Iteration 21Q: 3 clusters Score -4900532 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28701 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -4900556.000000 Penalty: 12619.286133
	Iteration 22Q: 3 clusters Score -4900556 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28725 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -4900579.000000 Penalty: 12619.286133
	Iteration 23Q: 3 clusters Score -4900579 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -4900588.500000 Penalty: 12619.286133
	Iteration 24Q: 3 clusters Score -4900588 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28759 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -4900608.000000 Penalty: 12619.286133
	Iteration 25Q: 3 clusters Score -4900608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28768 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -4900619.000000 Penalty: 12619.286133
	Iteration 26Q: 3 clusters Score -4900619 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28775 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -4900632.000000 Penalty: 12619.286133
	Iteration 27Q: 3 clusters Score -4900632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28779 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -4900629.000000 Penalty: 12619.286133
	Iteration 28Q: 3 clusters Score -4900629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28783 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -4900631.500000 Penalty: 12619.286133
	Iteration 29Q: 3 clusters Score -4900632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28783 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -4900631.500000 Penalty: 12619.286133
	Iteration 30F: 3 clusters Score -4900632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (29441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29441 members 
Entering Unmasked Estep 
Score: -5034128.000000 Penalty: 6302.713379
	Iteration 0F: 2 clusters Score -5034128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -5011671.500000 Penalty: 12605.426758
	Iteration 0F: 3 clusters Score -5011672 nChanged 12389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -5018264.500000 Penalty: 12605.426758
	Iteration 1F: 3 clusters Score -5018264 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -5019109.000000 Penalty: 12605.426758
	Iteration 2F: 3 clusters Score -5019109 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -5019764.000000 Penalty: 12605.426758
	Iteration 3F: 3 clusters Score -5019764 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -5020427.000000 Penalty: 12605.426758
	Iteration 4Q: 3 clusters Score -5020427 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -5021246.500000 Penalty: 12605.426758
	Iteration 5Q: 3 clusters Score -5021246 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -5022229.500000 Penalty: 12605.426758
	Iteration 6Q: 3 clusters Score -5022230 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -5023341.500000 Penalty: 12605.426758
	Iteration 7F: 3 clusters Score -5023342 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -5024391.500000 Penalty: 12605.426758
	Iteration 8F: 3 clusters Score -5024392 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -5025155.500000 Penalty: 12605.426758
	Iteration 9Q: 3 clusters Score -5025156 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -5025732.500000 Penalty: 12605.426758
	Iteration 10Q: 3 clusters Score -5025732 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -5026185.500000 Penalty: 12605.426758
	Iteration 11Q: 3 clusters Score -5026186 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -5026440.000000 Penalty: 12605.426758
	Iteration 12Q: 3 clusters Score -5026440 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -5026667.000000 Penalty: 12605.426758
	Iteration 13Q: 3 clusters Score -5026667 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -5026770.000000 Penalty: 12605.426758
	Iteration 14Q: 3 clusters Score -5026770 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -5026853.000000 Penalty: 12605.426758
	Iteration 15Q: 3 clusters Score -5026853 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -5026903.500000 Penalty: 12605.426758
	Iteration 16Q: 3 clusters Score -5026904 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -5026960.500000 Penalty: 12605.426758
	Iteration 17Q: 3 clusters Score -5026960 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -5027037.000000 Penalty: 12605.426758
	Iteration 18Q: 3 clusters Score -5027037 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -5027111.500000 Penalty: 12605.426758
	Iteration 19Q: 3 clusters Score -5027112 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -5027166.500000 Penalty: 12605.426758
	Iteration 20F: 3 clusters Score -5027166 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -5027232.500000 Penalty: 12605.426758
	Iteration 21Q: 3 clusters Score -5027232 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -5027276.500000 Penalty: 12605.426758
	Iteration 22Q: 3 clusters Score -5027276 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -5027380.000000 Penalty: 12605.426758
	Iteration 23Q: 3 clusters Score -5027380 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -5027488.500000 Penalty: 12605.426758
	Iteration 24Q: 3 clusters Score -5027488 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -5027619.500000 Penalty: 12605.426758
	Iteration 25Q: 3 clusters Score -5027620 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -5027758.000000 Penalty: 12605.426758
	Iteration 26Q: 3 clusters Score -5027758 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -5027915.500000 Penalty: 12605.426758
	Iteration 27Q: 3 clusters Score -5027916 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -5028042.500000 Penalty: 12605.426758
	Iteration 28Q: 3 clusters Score -5028042 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -5028160.500000 Penalty: 12605.426758
	Iteration 29Q: 3 clusters Score -5028160 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -5028298.000000 Penalty: 12605.426758
	Iteration 30Q: 3 clusters Score -5028298 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -5028354.000000 Penalty: 12605.426758
	Iteration 31Q: 3 clusters Score -5028354 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -5028415.000000 Penalty: 12605.426758
	Iteration 32Q: 3 clusters Score -5028415 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -5028460.000000 Penalty: 12605.426758
	Iteration 33Q: 3 clusters Score -5028460 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -5028514.000000 Penalty: 12605.426758
	Iteration 34Q: 3 clusters Score -5028514 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -5028547.000000 Penalty: 12605.426758
	Iteration 35Q: 3 clusters Score -5028547 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -5028572.000000 Penalty: 12605.426758
	Iteration 36Q: 3 clusters Score -5028572 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -5028597.500000 Penalty: 12605.426758
	Iteration 37Q: 3 clusters Score -5028598 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -5028610.500000 Penalty: 12605.426758
	Iteration 38Q: 3 clusters Score -5028610 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -5028612.500000 Penalty: 12605.426758
	Iteration 39Q: 3 clusters Score -5028612 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -5028622.000000 Penalty: 12605.426758
	Iteration 40F: 3 clusters Score -5028622 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -5028650.000000 Penalty: 12605.426758
	Iteration 41Q: 3 clusters Score -5028650 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -5028651.500000 Penalty: 12605.426758
	Iteration 42Q: 3 clusters Score -5028652 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -5028661.500000 Penalty: 12605.426758
	Iteration 43Q: 3 clusters Score -5028662 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -5028670.000000 Penalty: 12605.426758
	Iteration 44Q: 3 clusters Score -5028670 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -5028693.000000 Penalty: 12605.426758
	Iteration 45Q: 3 clusters Score -5028693 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -5028697.000000 Penalty: 12605.426758
	Iteration 46Q: 3 clusters Score -5028697 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -5028708.000000 Penalty: 12605.426758
	Iteration 47Q: 3 clusters Score -5028708 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -5028696.000000 Penalty: 12605.426758
	Iteration 48Q: 3 clusters Score -5028696 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -5028702.000000 Penalty: 12605.426758
	Iteration 49Q: 3 clusters Score -5028702 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -5028719.500000 Penalty: 12605.426758
	Iteration 50Q: 3 clusters Score -5028720 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -5028715.000000 Penalty: 12605.426758
	Iteration 51Q: 3 clusters Score -5028715 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -5028723.500000 Penalty: 12605.426758
	Iteration 52Q: 3 clusters Score -5028724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -5028727.000000 Penalty: 12605.426758
	Iteration 53Q: 3 clusters Score -5028727 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -5028717.000000 Penalty: 12605.426758
	Iteration 54Q: 3 clusters Score -5028717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -5028720.000000 Penalty: 12605.426758
	Iteration 55Q: 3 clusters Score -5028720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -5028713.000000 Penalty: 12605.426758
	Iteration 56Q: 3 clusters Score -5028713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -5028718.000000 Penalty: 12605.426758
	Iteration 57Q: 3 clusters Score -5028718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -5028717.500000 Penalty: 12605.426758
	Iteration 58Q: 3 clusters Score -5028718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -5028716.500000 Penalty: 12605.426758
	Iteration 59Q: 3 clusters Score -5028716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -5028722.500000 Penalty: 12605.426758
	Iteration 60F: 3 clusters Score -5028722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -5028722.500000 Penalty: 12605.426758
	Iteration 61Q: 3 clusters Score -5028722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -5028713.000000 Penalty: 12605.426758
	Iteration 62Q: 3 clusters Score -5028713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -5028720.500000 Penalty: 12605.426758
	Iteration 63Q: 3 clusters Score -5028720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -5028720.000000 Penalty: 12605.426758
	Iteration 64Q: 3 clusters Score -5028720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -5028716.000000 Penalty: 12605.426758
	Iteration 65Q: 3 clusters Score -5028716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -5028720.000000 Penalty: 12605.426758
	Iteration 66Q: 3 clusters Score -5028720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -5028726.500000 Penalty: 12605.426758
	Iteration 67Q: 3 clusters Score -5028726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -5028728.500000 Penalty: 12605.426758
	Iteration 68Q: 3 clusters Score -5028728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -5028725.500000 Penalty: 12605.426758
	Iteration 69Q: 3 clusters Score -5028726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -5028725.500000 Penalty: 12605.426758
	Iteration 70Q: 3 clusters Score -5028726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -5028725.500000 Penalty: 12605.426758
	Iteration 71Q: 3 clusters Score -5028726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -5028729.500000 Penalty: 12605.426758
	Iteration 72Q: 3 clusters Score -5028730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -5028729.500000 Penalty: 12605.426758
	Iteration 73Q: 3 clusters Score -5028730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -5028730.500000 Penalty: 12605.426758
	Iteration 74Q: 3 clusters Score -5028730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -5028732.500000 Penalty: 12605.426758
	Iteration 75Q: 3 clusters Score -5028732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -5028736.000000 Penalty: 12605.426758
	Iteration 76Q: 3 clusters Score -5028736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -5028746.000000 Penalty: 12605.426758
	Iteration 77Q: 3 clusters Score -5028746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -5028744.500000 Penalty: 12605.426758
	Iteration 78Q: 3 clusters Score -5028744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 19471 members 
Entering Unmasked Estep 
Score: -5028742.000000 Penalty: 12605.426758
	Iteration 79Q: 3 clusters Score -5028742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -5028745.500000 Penalty: 12605.426758
	Iteration 80F: 3 clusters Score -5028746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -5028751.000000 Penalty: 12605.426758
	Iteration 81Q: 3 clusters Score -5028751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -5028754.000000 Penalty: 12605.426758
	Iteration 82Q: 3 clusters Score -5028754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -5028753.000000 Penalty: 12605.426758
	Iteration 83Q: 3 clusters Score -5028753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -5028754.500000 Penalty: 12605.426758
	Iteration 84Q: 3 clusters Score -5028754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -5028748.500000 Penalty: 12605.426758
	Iteration 85Q: 3 clusters Score -5028748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -5028762.000000 Penalty: 12605.426758
	Iteration 86Q: 3 clusters Score -5028762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -5028759.000000 Penalty: 12605.426758
	Iteration 87Q: 3 clusters Score -5028759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -5028766.000000 Penalty: 12605.426758
	Iteration 88Q: 3 clusters Score -5028766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -5028758.000000 Penalty: 12605.426758
	Iteration 89Q: 3 clusters Score -5028758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -5028758.500000 Penalty: 12605.426758
	Iteration 90Q: 3 clusters Score -5028758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -5028757.500000 Penalty: 12605.426758
	Iteration 91Q: 3 clusters Score -5028758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -5028757.500000 Penalty: 12605.426758
	Iteration 92Q: 3 clusters Score -5028758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -5028755.000000 Penalty: 12605.426758
	Iteration 93Q: 3 clusters Score -5028755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -5028758.000000 Penalty: 12605.426758
	Iteration 94Q: 3 clusters Score -5028758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -5028753.500000 Penalty: 12605.426758
	Iteration 95Q: 3 clusters Score -5028754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -5028744.500000 Penalty: 12605.426758
	Iteration 96Q: 3 clusters Score -5028744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -5028755.000000 Penalty: 12605.426758
	Iteration 97Q: 3 clusters Score -5028755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -5028755.000000 Penalty: 12605.426758
	Iteration 98F: 3 clusters Score -5028755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (39064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39064 members 
Entering Unmasked Estep 
Score: -6624479.000000 Penalty: 6475.936035
	Iteration 0F: 2 clusters Score -6624479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -6595833.000000 Penalty: 12951.872070
	Iteration 0F: 3 clusters Score -6595833 nChanged 16792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -6604579.000000 Penalty: 12951.872070
	Iteration 1F: 3 clusters Score -6604579 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -6605307.000000 Penalty: 12951.872070
	Iteration 2F: 3 clusters Score -6605307 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -6605838.000000 Penalty: 12951.872070
	Iteration 3Q: 3 clusters Score -6605838 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -6606211.000000 Penalty: 12951.872070
	Iteration 4Q: 3 clusters Score -6606211 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -6606559.500000 Penalty: 12951.872070
	Iteration 5Q: 3 clusters Score -6606560 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -6606819.500000 Penalty: 12951.872070
	Iteration 6Q: 3 clusters Score -6606820 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -6607004.000000 Penalty: 12951.872070
	Iteration 7Q: 3 clusters Score -6607004 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -6607137.500000 Penalty: 12951.872070
	Iteration 8Q: 3 clusters Score -6607138 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -6607288.500000 Penalty: 12951.872070
	Iteration 9Q: 3 clusters Score -6607288 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -6607410.500000 Penalty: 12951.872070
	Iteration 10Q: 3 clusters Score -6607410 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -6607500.500000 Penalty: 12951.872070
	Iteration 11Q: 3 clusters Score -6607500 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -6607581.000000 Penalty: 12951.872070
	Iteration 12Q: 3 clusters Score -6607581 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -6607658.000000 Penalty: 12951.872070
	Iteration 13Q: 3 clusters Score -6607658 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -6607721.500000 Penalty: 12951.872070
	Iteration 14Q: 3 clusters Score -6607722 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -6607844.000000 Penalty: 12951.872070
	Iteration 15Q: 3 clusters Score -6607844 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -6607970.500000 Penalty: 12951.872070
	Iteration 16Q: 3 clusters Score -6607970 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 22468 members 
Entering Unmasked Estep 
Score: -6608091.000000 Penalty: 12951.872070
	Iteration 17Q: 3 clusters Score -6608091 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 23003 members 
Entering Unmasked Estep 
Score: -6608220.500000 Penalty: 12951.872070
	Iteration 18Q: 3 clusters Score -6608220 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -6608429.000000 Penalty: 12951.872070
	Iteration 19Q: 3 clusters Score -6608429 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -6608734.000000 Penalty: 12951.872070
	Iteration 20F: 3 clusters Score -6608734 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -6609114.500000 Penalty: 12951.872070
	Iteration 21Q: 3 clusters Score -6609114 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 26833 members 
Entering Unmasked Estep 
Score: -6609748.000000 Penalty: 12951.872070
	Iteration 22Q: 3 clusters Score -6609748 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 28401 members 
Entering Unmasked Estep 
Score: -6610600.500000 Penalty: 12951.872070
	Iteration 23Q: 3 clusters Score -6610600 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 30236 members 
Entering Unmasked Estep 
Score: -6611741.000000 Penalty: 12951.872070
	Iteration 24Q: 3 clusters Score -6611741 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 32215 members 
Entering Unmasked Estep 
Score: -6613127.000000 Penalty: 12951.872070
	Iteration 25F: 3 clusters Score -6613127 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 34160 members 
Entering Unmasked Estep 
Score: -6614700.000000 Penalty: 12951.872070
	Iteration 26Q: 3 clusters Score -6614700 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 35786 members 
Entering Unmasked Estep 
Score: -6616065.500000 Penalty: 12951.872070
	Iteration 27Q: 3 clusters Score -6616066 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 36883 members 
Entering Unmasked Estep 
Score: -6617073.500000 Penalty: 12951.872070
	Iteration 28Q: 3 clusters Score -6617074 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 37583 members 
Entering Unmasked Estep 
Score: -6617729.500000 Penalty: 12951.872070
	Iteration 29Q: 3 clusters Score -6617730 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 37964 members 
Entering Unmasked Estep 
Score: -6618166.000000 Penalty: 12951.872070
	Iteration 30Q: 3 clusters Score -6618166 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 38163 members 
Entering Unmasked Estep 
Score: -6618394.000000 Penalty: 12951.872070
	Iteration 31Q: 3 clusters Score -6618394 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 38282 members 
Entering Unmasked Estep 
Score: -6618518.000000 Penalty: 12951.872070
	Iteration 32Q: 3 clusters Score -6618518 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 38338 members 
Entering Unmasked Estep 
Score: -6618591.000000 Penalty: 12951.872070
	Iteration 33Q: 3 clusters Score -6618591 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 38376 members 
Entering Unmasked Estep 
Score: -6618666.500000 Penalty: 12951.872070
	Iteration 34Q: 3 clusters Score -6618666 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 38401 members 
Entering Unmasked Estep 
Score: -6618702.000000 Penalty: 12951.872070
	Iteration 35Q: 3 clusters Score -6618702 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 38419 members 
Entering Unmasked Estep 
Score: -6618743.000000 Penalty: 12951.872070
	Iteration 36Q: 3 clusters Score -6618743 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 38436 members 
Entering Unmasked Estep 
Score: -6618750.000000 Penalty: 12951.872070
	Iteration 37Q: 3 clusters Score -6618750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 38440 members 
Entering Unmasked Estep 
Score: -6618763.000000 Penalty: 12951.872070
	Iteration 38Q: 3 clusters Score -6618763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 38443 members 
Entering Unmasked Estep 
Score: -6618776.000000 Penalty: 12951.872070
	Iteration 39Q: 3 clusters Score -6618776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 38443 members 
Entering Unmasked Estep 
Score: -6618776.000000 Penalty: 12951.872070
	Iteration 40F: 3 clusters Score -6618776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Entering Unmasked Estep 
Score: -449988.343750 Penalty: 4839.366699
	Iteration 0F: 2 clusters Score -449988.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -444549.968750 Penalty: 9678.733398
	Iteration 0F: 3 clusters Score -444550 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -445300.093750 Penalty: 9678.733398
	Iteration 1F: 3 clusters Score -445300.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -445491.781250 Penalty: 9678.733398
	Iteration 2F: 3 clusters Score -445491.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -445612.437500 Penalty: 9678.733398
	Iteration 3Q: 3 clusters Score -445612.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -445716.187500 Penalty: 9678.733398
	Iteration 4Q: 3 clusters Score -445716.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -445781.968750 Penalty: 9678.733398
	Iteration 5Q: 3 clusters Score -445782 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -445842.656250 Penalty: 9678.733398
	Iteration 6Q: 3 clusters Score -445842.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -445891.125000 Penalty: 9678.733398
	Iteration 7Q: 3 clusters Score -445891.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -445912.156250 Penalty: 9678.733398
	Iteration 8Q: 3 clusters Score -445912.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -445935.593750 Penalty: 9678.733398
	Iteration 9Q: 3 clusters Score -445935.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -445954.500000 Penalty: 9678.733398
	Iteration 10Q: 3 clusters Score -445954.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -445966.687500 Penalty: 9678.733398
	Iteration 11Q: 3 clusters Score -445966.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -445988.968750 Penalty: 9678.733398
	Iteration 12Q: 3 clusters Score -445989 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -446010.843750 Penalty: 9678.733398
	Iteration 13Q: 3 clusters Score -446010.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -446026.906250 Penalty: 9678.733398
	Iteration 14Q: 3 clusters Score -446026.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -446041.875000 Penalty: 9678.733398
	Iteration 15Q: 3 clusters Score -446041.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -446049.312500 Penalty: 9678.733398
	Iteration 16Q: 3 clusters Score -446049.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -446055.562500 Penalty: 9678.733398
	Iteration 17Q: 3 clusters Score -446055.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -446062.437500 Penalty: 9678.733398
	Iteration 18Q: 3 clusters Score -446062.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -446066.906250 Penalty: 9678.733398
	Iteration 19Q: 3 clusters Score -446066.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -446071.687500 Penalty: 9678.733398
	Iteration 20F: 3 clusters Score -446071.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -446072.093750 Penalty: 9678.733398
	Iteration 21Q: 3 clusters Score -446072.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -446077.343750 Penalty: 9678.733398
	Iteration 22Q: 3 clusters Score -446077.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -446078.437500 Penalty: 9678.733398
	Iteration 23Q: 3 clusters Score -446078.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -446080.875000 Penalty: 9678.733398
	Iteration 24Q: 3 clusters Score -446080.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -446085.968750 Penalty: 9678.733398
	Iteration 25Q: 3 clusters Score -446086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -446089.906250 Penalty: 9678.733398
	Iteration 26Q: 3 clusters Score -446089.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -446092.906250 Penalty: 9678.733398
	Iteration 27Q: 3 clusters Score -446092.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -446096.687500 Penalty: 9678.733398
	Iteration 28Q: 3 clusters Score -446096.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -446105.500000 Penalty: 9678.733398
	Iteration 29Q: 3 clusters Score -446105.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -446108.468750 Penalty: 9678.733398
	Iteration 30Q: 3 clusters Score -446108.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -446108.468750 Penalty: 9678.733398
	Iteration 31F: 3 clusters Score -446108.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Entering Unmasked Estep 
Score: -2256013.750000 Penalty: 5809.849609
	Iteration 0F: 2 clusters Score -2256014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -2243691.000000 Penalty: 11619.699219
	Iteration 0F: 3 clusters Score -2243691 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -2246477.250000 Penalty: 11619.699219
	Iteration 1F: 3 clusters Score -2246477 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -2246988.500000 Penalty: 11619.699219
	Iteration 2F: 3 clusters Score -2246988 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -2247318.000000 Penalty: 11619.699219
	Iteration 3Q: 3 clusters Score -2247318 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -2247530.750000 Penalty: 11619.699219
	Iteration 4Q: 3 clusters Score -2247531 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -2247682.500000 Penalty: 11619.699219
	Iteration 5Q: 3 clusters Score -2247682 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -2247782.750000 Penalty: 11619.699219
	Iteration 6Q: 3 clusters Score -2247783 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -2247863.500000 Penalty: 11619.699219
	Iteration 7Q: 3 clusters Score -2247864 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -2247924.500000 Penalty: 11619.699219
	Iteration 8Q: 3 clusters Score -2247924 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -2247985.500000 Penalty: 11619.699219
	Iteration 9Q: 3 clusters Score -2247986 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -2248035.000000 Penalty: 11619.699219
	Iteration 10Q: 3 clusters Score -2248035 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -2248057.750000 Penalty: 11619.699219
	Iteration 11Q: 3 clusters Score -2248058 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -2248079.000000 Penalty: 11619.699219
	Iteration 12Q: 3 clusters Score -2248079 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -2248107.250000 Penalty: 11619.699219
	Iteration 13Q: 3 clusters Score -2248107 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -2248139.250000 Penalty: 11619.699219
	Iteration 14Q: 3 clusters Score -2248139 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -2248164.500000 Penalty: 11619.699219
	Iteration 15Q: 3 clusters Score -2248164 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -2248184.750000 Penalty: 11619.699219
	Iteration 16Q: 3 clusters Score -2248185 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -2248201.500000 Penalty: 11619.699219
	Iteration 17Q: 3 clusters Score -2248202 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -2248217.750000 Penalty: 11619.699219
	Iteration 18Q: 3 clusters Score -2248218 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -2248233.750000 Penalty: 11619.699219
	Iteration 19Q: 3 clusters Score -2248234 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -2248249.500000 Penalty: 11619.699219
	Iteration 20F: 3 clusters Score -2248250 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -2248267.000000 Penalty: 11619.699219
	Iteration 21Q: 3 clusters Score -2248267 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -2248276.000000 Penalty: 11619.699219
	Iteration 22Q: 3 clusters Score -2248276 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -2248276.000000 Penalty: 11619.699219
	Iteration 23Q: 3 clusters Score -2248276 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -2248287.750000 Penalty: 11619.699219
	Iteration 24Q: 3 clusters Score -2248288 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -2248289.000000 Penalty: 11619.699219
	Iteration 25Q: 3 clusters Score -2248289 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -2248290.750000 Penalty: 11619.699219
	Iteration 26Q: 3 clusters Score -2248291 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -2248298.000000 Penalty: 11619.699219
	Iteration 27Q: 3 clusters Score -2248298 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -2248301.750000 Penalty: 11619.699219
	Iteration 28Q: 3 clusters Score -2248302 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -2248313.750000 Penalty: 11619.699219
	Iteration 29Q: 3 clusters Score -2248314 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -2248322.250000 Penalty: 11619.699219
	Iteration 30Q: 3 clusters Score -2248322 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -2248327.750000 Penalty: 11619.699219
	Iteration 31Q: 3 clusters Score -2248328 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -2248333.750000 Penalty: 11619.699219
	Iteration 32Q: 3 clusters Score -2248334 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -2248340.750000 Penalty: 11619.699219
	Iteration 33Q: 3 clusters Score -2248341 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -2248343.250000 Penalty: 11619.699219
	Iteration 34Q: 3 clusters Score -2248343 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -2248342.000000 Penalty: 11619.699219
	Iteration 35Q: 3 clusters Score -2248342 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -2248344.250000 Penalty: 11619.699219
	Iteration 36Q: 3 clusters Score -2248344 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -2248352.750000 Penalty: 11619.699219
	Iteration 37Q: 3 clusters Score -2248353 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -2248353.250000 Penalty: 11619.699219
	Iteration 38Q: 3 clusters Score -2248353 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -2248354.000000 Penalty: 11619.699219
	Iteration 39Q: 3 clusters Score -2248354 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -2248364.000000 Penalty: 11619.699219
	Iteration 40F: 3 clusters Score -2248364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -2248366.000000 Penalty: 11619.699219
	Iteration 41Q: 3 clusters Score -2248366 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -2248369.250000 Penalty: 11619.699219
	Iteration 42Q: 3 clusters Score -2248369 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -2248373.500000 Penalty: 11619.699219
	Iteration 43Q: 3 clusters Score -2248374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -2248374.250000 Penalty: 11619.699219
	Iteration 44Q: 3 clusters Score -2248374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -2248382.750000 Penalty: 11619.699219
	Iteration 45Q: 3 clusters Score -2248383 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -2248382.000000 Penalty: 11619.699219
	Iteration 46Q: 3 clusters Score -2248382 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -2248386.250000 Penalty: 11619.699219
	Iteration 47Q: 3 clusters Score -2248386 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -2248395.250000 Penalty: 11619.699219
	Iteration 48Q: 3 clusters Score -2248395 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -2248397.000000 Penalty: 11619.699219
	Iteration 49Q: 3 clusters Score -2248397 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -2248397.000000 Penalty: 11619.699219
	Iteration 50Q: 3 clusters Score -2248397 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -2248406.500000 Penalty: 11619.699219
	Iteration 51Q: 3 clusters Score -2248406 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -2248415.000000 Penalty: 11619.699219
	Iteration 52Q: 3 clusters Score -2248415 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -2248421.250000 Penalty: 11619.699219
	Iteration 53Q: 3 clusters Score -2248421 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -2248424.500000 Penalty: 11619.699219
	Iteration 54Q: 3 clusters Score -2248424 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -2248426.500000 Penalty: 11619.699219
	Iteration 55Q: 3 clusters Score -2248426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -2248432.750000 Penalty: 11619.699219
	Iteration 56Q: 3 clusters Score -2248433 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -2248430.000000 Penalty: 11619.699219
	Iteration 57Q: 3 clusters Score -2248430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -2248438.750000 Penalty: 11619.699219
	Iteration 58Q: 3 clusters Score -2248439 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -2248441.000000 Penalty: 11619.699219
	Iteration 59Q: 3 clusters Score -2248441 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -2248441.000000 Penalty: 11619.699219
	Iteration 60F: 3 clusters Score -2248441 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -2248440.500000 Penalty: 11619.699219
	Iteration 61Q: 3 clusters Score -2248440 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -2248452.500000 Penalty: 11619.699219
	Iteration 62Q: 3 clusters Score -2248452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -2248458.750000 Penalty: 11619.699219
	Iteration 63Q: 3 clusters Score -2248459 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -2248458.500000 Penalty: 11619.699219
	Iteration 64Q: 3 clusters Score -2248458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -2248462.250000 Penalty: 11619.699219
	Iteration 65Q: 3 clusters Score -2248462 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -2248465.750000 Penalty: 11619.699219
	Iteration 66Q: 3 clusters Score -2248466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -2248468.250000 Penalty: 11619.699219
	Iteration 67Q: 3 clusters Score -2248468 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -2248469.500000 Penalty: 11619.699219
	Iteration 68Q: 3 clusters Score -2248470 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -2248474.750000 Penalty: 11619.699219
	Iteration 69Q: 3 clusters Score -2248475 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -2248480.750000 Penalty: 11619.699219
	Iteration 70Q: 3 clusters Score -2248481 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -2248486.000000 Penalty: 11619.699219
	Iteration 71Q: 3 clusters Score -2248486 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -2248496.500000 Penalty: 11619.699219
	Iteration 72Q: 3 clusters Score -2248496 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -2248500.000000 Penalty: 11619.699219
	Iteration 73Q: 3 clusters Score -2248500 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -2248509.750000 Penalty: 11619.699219
	Iteration 74Q: 3 clusters Score -2248510 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -2248523.500000 Penalty: 11619.699219
	Iteration 75Q: 3 clusters Score -2248524 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -2248535.750000 Penalty: 11619.699219
	Iteration 76Q: 3 clusters Score -2248536 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -2248541.000000 Penalty: 11619.699219
	Iteration 77Q: 3 clusters Score -2248541 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -2248553.750000 Penalty: 11619.699219
	Iteration 78Q: 3 clusters Score -2248554 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -2248569.500000 Penalty: 11619.699219
	Iteration 79Q: 3 clusters Score -2248570 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -2248588.250000 Penalty: 11619.699219
	Iteration 80F: 3 clusters Score -2248588 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -2248590.750000 Penalty: 11619.699219
	Iteration 81Q: 3 clusters Score -2248591 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -2248600.500000 Penalty: 11619.699219
	Iteration 82Q: 3 clusters Score -2248600 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -2248618.250000 Penalty: 11619.699219
	Iteration 83Q: 3 clusters Score -2248618 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -2248633.750000 Penalty: 11619.699219
	Iteration 84Q: 3 clusters Score -2248634 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -2248655.000000 Penalty: 11619.699219
	Iteration 85Q: 3 clusters Score -2248655 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -2248680.250000 Penalty: 11619.699219
	Iteration 86Q: 3 clusters Score -2248680 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -2248702.500000 Penalty: 11619.699219
	Iteration 87Q: 3 clusters Score -2248702 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -2248718.750000 Penalty: 11619.699219
	Iteration 88Q: 3 clusters Score -2248719 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -2248755.500000 Penalty: 11619.699219
	Iteration 89Q: 3 clusters Score -2248756 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -2248781.000000 Penalty: 11619.699219
	Iteration 90Q: 3 clusters Score -2248781 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -2248800.250000 Penalty: 11619.699219
	Iteration 91Q: 3 clusters Score -2248800 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -2248834.750000 Penalty: 11619.699219
	Iteration 92Q: 3 clusters Score -2248835 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -2248867.000000 Penalty: 11619.699219
	Iteration 93Q: 3 clusters Score -2248867 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -2248912.000000 Penalty: 11619.699219
	Iteration 94Q: 3 clusters Score -2248912 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -2248961.500000 Penalty: 11619.699219
	Iteration 95Q: 3 clusters Score -2248962 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -2249021.500000 Penalty: 11619.699219
	Iteration 96Q: 3 clusters Score -2249022 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -2249087.000000 Penalty: 11619.699219
	Iteration 97Q: 3 clusters Score -2249087 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -2249158.750000 Penalty: 11619.699219
	Iteration 98Q: 3 clusters Score -2249159 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -2249253.250000 Penalty: 11619.699219
	Iteration 99Q: 3 clusters Score -2249253 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -2249338.500000 Penalty: 11619.699219
	Iteration 100F: 3 clusters Score -2249338 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -2249431.250000 Penalty: 11619.699219
	Iteration 101Q: 3 clusters Score -2249431 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -2249536.500000 Penalty: 11619.699219
	Iteration 102Q: 3 clusters Score -2249536 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -2249647.250000 Penalty: 11619.699219
	Iteration 103Q: 3 clusters Score -2249647 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -2249759.000000 Penalty: 11619.699219
	Iteration 104Q: 3 clusters Score -2249759 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -2249867.750000 Penalty: 11619.699219
	Iteration 105Q: 3 clusters Score -2249868 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -2249979.500000 Penalty: 11619.699219
	Iteration 106Q: 3 clusters Score -2249980 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -2250092.000000 Penalty: 11619.699219
	Iteration 107Q: 3 clusters Score -2250092 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -2250203.250000 Penalty: 11619.699219
	Iteration 108Q: 3 clusters Score -2250203 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -2250293.000000 Penalty: 11619.699219
	Iteration 109Q: 3 clusters Score -2250293 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -2250364.000000 Penalty: 11619.699219
	Iteration 110Q: 3 clusters Score -2250364 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -2250424.500000 Penalty: 11619.699219
	Iteration 111Q: 3 clusters Score -2250424 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -2250465.250000 Penalty: 11619.699219
	Iteration 112Q: 3 clusters Score -2250465 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -2250515.500000 Penalty: 11619.699219
	Iteration 113Q: 3 clusters Score -2250516 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -2250568.500000 Penalty: 11619.699219
	Iteration 114Q: 3 clusters Score -2250568 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -2250619.000000 Penalty: 11619.699219
	Iteration 115Q: 3 clusters Score -2250619 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -2250660.750000 Penalty: 11619.699219
	Iteration 116Q: 3 clusters Score -2250661 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -2250697.250000 Penalty: 11619.699219
	Iteration 117Q: 3 clusters Score -2250697 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -2250719.250000 Penalty: 11619.699219
	Iteration 118Q: 3 clusters Score -2250719 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -2250737.000000 Penalty: 11619.699219
	Iteration 119Q: 3 clusters Score -2250737 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -2250750.750000 Penalty: 11619.699219
	Iteration 120F: 3 clusters Score -2250751 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -2250764.500000 Penalty: 11619.699219
	Iteration 121Q: 3 clusters Score -2250764 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -2250784.000000 Penalty: 11619.699219
	Iteration 122Q: 3 clusters Score -2250784 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -2250797.000000 Penalty: 11619.699219
	Iteration 123Q: 3 clusters Score -2250797 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -2250807.250000 Penalty: 11619.699219
	Iteration 124Q: 3 clusters Score -2250807 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -2250823.750000 Penalty: 11619.699219
	Iteration 125Q: 3 clusters Score -2250824 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -2250842.750000 Penalty: 11619.699219
	Iteration 126Q: 3 clusters Score -2250843 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -2250859.500000 Penalty: 11619.699219
	Iteration 127Q: 3 clusters Score -2250860 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -2250875.250000 Penalty: 11619.699219
	Iteration 128Q: 3 clusters Score -2250875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -2250883.750000 Penalty: 11619.699219
	Iteration 129Q: 3 clusters Score -2250884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -2250886.500000 Penalty: 11619.699219
	Iteration 130Q: 3 clusters Score -2250886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -2250897.250000 Penalty: 11619.699219
	Iteration 131Q: 3 clusters Score -2250897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -2250902.250000 Penalty: 11619.699219
	Iteration 132Q: 3 clusters Score -2250902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -2250906.750000 Penalty: 11619.699219
	Iteration 133Q: 3 clusters Score -2250907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -2250908.000000 Penalty: 11619.699219
	Iteration 134Q: 3 clusters Score -2250908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -2250911.500000 Penalty: 11619.699219
	Iteration 135Q: 3 clusters Score -2250912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -2250911.250000 Penalty: 11619.699219
	Iteration 136Q: 3 clusters Score -2250911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -2250911.250000 Penalty: 11619.699219
	Iteration 137F: 3 clusters Score -2250911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (150220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150220 members 
Entering Unmasked Estep 
Score: -26034092.000000 Penalty: 7300.911621
	Iteration 0F: 2 clusters Score -2.603409e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75528 members 
Mstep: Class 2 contains 74692 members 
Entering Unmasked Estep 
Score: -25932792.000000 Penalty: 14601.823242
	Iteration 0F: 3 clusters Score -2.593279e+07 nChanged 69742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79570 members 
Mstep: Class 2 contains 70650 members 
Entering Unmasked Estep 
Score: -25972094.000000 Penalty: 14601.823242
	Iteration 1F: 3 clusters Score -2.597209e+07 nChanged 5713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82101 members 
Mstep: Class 2 contains 68119 members 
Entering Unmasked Estep 
Score: -25973620.000000 Penalty: 14601.823242
	Iteration 2Q: 3 clusters Score -2.597362e+07 nChanged 6051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85806 members 
Mstep: Class 2 contains 64414 members 
Entering Unmasked Estep 
Score: -25975820.000000 Penalty: 14601.823242
	Iteration 3Q: 3 clusters Score -2.597582e+07 nChanged 7025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91103 members 
Mstep: Class 2 contains 59117 members 
Entering Unmasked Estep 
Score: -25978882.000000 Penalty: 14601.823242
	Iteration 4Q: 3 clusters Score -2.597888e+07 nChanged 8507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98440 members 
Mstep: Class 2 contains 51780 members 
Entering Unmasked Estep 
Score: -25983712.000000 Penalty: 14601.823242
	Iteration 5F: 3 clusters Score -2.598371e+07 nChanged 10191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107867 members 
Mstep: Class 2 contains 42353 members 
Entering Unmasked Estep 
Score: -25991092.000000 Penalty: 14601.823242
	Iteration 6F: 3 clusters Score -2.599109e+07 nChanged 11502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118887 members 
Mstep: Class 2 contains 31333 members 
Entering Unmasked Estep 
Score: -26000804.000000 Penalty: 14601.823242
	Iteration 7F: 3 clusters Score -2.60008e+07 nChanged 10881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129510 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -26010590.000000 Penalty: 14601.823242
	Iteration 8F: 3 clusters Score -2.601059e+07 nChanged 8339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137689 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -26018240.000000 Penalty: 14601.823242
	Iteration 9F: 3 clusters Score -2.601824e+07 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142954 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -26022826.000000 Penalty: 14601.823242
	Iteration 10Q: 3 clusters Score -2.602283e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145676 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -26025156.000000 Penalty: 14601.823242
	Iteration 11Q: 3 clusters Score -2.602516e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147044 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -26026312.000000 Penalty: 14601.823242
	Iteration 12Q: 3 clusters Score -2.602631e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147755 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -26026890.000000 Penalty: 14601.823242
	Iteration 13Q: 3 clusters Score -2.602689e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148139 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -26027192.000000 Penalty: 14601.823242
	Iteration 14Q: 3 clusters Score -2.602719e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148354 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -26027438.000000 Penalty: 14601.823242
	Iteration 15Q: 3 clusters Score -2.602744e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148489 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -26027584.000000 Penalty: 14601.823242
	Iteration 16Q: 3 clusters Score -2.602758e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148586 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -26027704.000000 Penalty: 14601.823242
	Iteration 17Q: 3 clusters Score -2.60277e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148658 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -26027786.000000 Penalty: 14601.823242
	Iteration 18Q: 3 clusters Score -2.602779e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148706 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -26027832.000000 Penalty: 14601.823242
	Iteration 19Q: 3 clusters Score -2.602783e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148741 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -26027860.000000 Penalty: 14601.823242
	Iteration 20F: 3 clusters Score -2.602786e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148769 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -26027908.000000 Penalty: 14601.823242
	Iteration 21Q: 3 clusters Score -2.602791e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148792 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -26027940.000000 Penalty: 14601.823242
	Iteration 22Q: 3 clusters Score -2.602794e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148800 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -26027950.000000 Penalty: 14601.823242
	Iteration 23Q: 3 clusters Score -2.602795e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148809 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -26027966.000000 Penalty: 14601.823242
	Iteration 24Q: 3 clusters Score -2.602797e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148817 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -26027980.000000 Penalty: 14601.823242
	Iteration 25Q: 3 clusters Score -2.602798e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148821 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -26027976.000000 Penalty: 14601.823242
	Iteration 26Q: 3 clusters Score -2.602798e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148828 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -26028004.000000 Penalty: 14601.823242
	Iteration 27Q: 3 clusters Score -2.6028e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148837 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -26028028.000000 Penalty: 14601.823242
	Iteration 28Q: 3 clusters Score -2.602803e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148844 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -26028008.000000 Penalty: 14601.823242
	Iteration 29Q: 3 clusters Score -2.602801e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148845 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -26028002.000000 Penalty: 14601.823242
	Iteration 30Q: 3 clusters Score -2.6028e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148852 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -26028016.000000 Penalty: 14601.823242
	Iteration 31Q: 3 clusters Score -2.602802e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148860 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -26028036.000000 Penalty: 14601.823242
	Iteration 32Q: 3 clusters Score -2.602804e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148871 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -26028042.000000 Penalty: 14601.823242
	Iteration 33Q: 3 clusters Score -2.602804e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148889 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -26028054.000000 Penalty: 14601.823242
	Iteration 34Q: 3 clusters Score -2.602805e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148897 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -26028070.000000 Penalty: 14601.823242
	Iteration 35Q: 3 clusters Score -2.602807e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148909 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -26028066.000000 Penalty: 14601.823242
	Iteration 36Q: 3 clusters Score -2.602807e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148912 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -26028068.000000 Penalty: 14601.823242
	Iteration 37Q: 3 clusters Score -2.602807e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148917 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -26028062.000000 Penalty: 14601.823242
	Iteration 38Q: 3 clusters Score -2.602806e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148922 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -26028048.000000 Penalty: 14601.823242
	Iteration 39Q: 3 clusters Score -2.602805e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148924 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -26028056.000000 Penalty: 14601.823242
	Iteration 40F: 3 clusters Score -2.602806e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148927 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -26028080.000000 Penalty: 14601.823242
	Iteration 41Q: 3 clusters Score -2.602808e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148929 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -26028082.000000 Penalty: 14601.823242
	Iteration 42Q: 3 clusters Score -2.602808e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148931 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -26028076.000000 Penalty: 14601.823242
	Iteration 43Q: 3 clusters Score -2.602808e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148934 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -26028084.000000 Penalty: 14601.823242
	Iteration 44Q: 3 clusters Score -2.602808e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148937 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -26028088.000000 Penalty: 14601.823242
	Iteration 45Q: 3 clusters Score -2.602809e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148941 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -26028106.000000 Penalty: 14601.823242
	Iteration 46Q: 3 clusters Score -2.602811e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148946 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -26028082.000000 Penalty: 14601.823242
	Iteration 47Q: 3 clusters Score -2.602808e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148948 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -26028096.000000 Penalty: 14601.823242
	Iteration 48Q: 3 clusters Score -2.60281e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148950 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -26028096.000000 Penalty: 14601.823242
	Iteration 49Q: 3 clusters Score -2.60281e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148951 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -26028094.000000 Penalty: 14601.823242
	Iteration 50Q: 3 clusters Score -2.602809e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148952 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -26028114.000000 Penalty: 14601.823242
	Iteration 51Q: 3 clusters Score -2.602811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148955 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -26028084.000000 Penalty: 14601.823242
	Iteration 52Q: 3 clusters Score -2.602808e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148957 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -26028078.000000 Penalty: 14601.823242
	Iteration 53Q: 3 clusters Score -2.602808e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148957 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -26028078.000000 Penalty: 14601.823242
	Iteration 54F: 3 clusters Score -2.602808e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Entering Unmasked Estep 
Score: -3778726.250000 Penalty: 6119.006836
	Iteration 0F: 2 clusters Score -3778726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -3761100.000000 Penalty: 12238.013672
	Iteration 0F: 3 clusters Score -3761100 nChanged 8941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -3766309.750000 Penalty: 12238.013672
	Iteration 1F: 3 clusters Score -3766310 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -3767459.000000 Penalty: 12238.013672
	Iteration 2F: 3 clusters Score -3767459 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -3768407.500000 Penalty: 12238.013672
	Iteration 3F: 3 clusters Score -3768408 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -3769273.500000 Penalty: 12238.013672
	Iteration 4F: 3 clusters Score -3769274 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -3770215.000000 Penalty: 12238.013672
	Iteration 5F: 3 clusters Score -3770215 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -3771194.250000 Penalty: 12238.013672
	Iteration 6F: 3 clusters Score -3771194 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -3772242.250000 Penalty: 12238.013672
	Iteration 7F: 3 clusters Score -3772242 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -3773255.000000 Penalty: 12238.013672
	Iteration 8F: 3 clusters Score -3773255 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -3774079.250000 Penalty: 12238.013672
	Iteration 9Q: 3 clusters Score -3774079 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -3774711.250000 Penalty: 12238.013672
	Iteration 10Q: 3 clusters Score -3774711 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -3775141.750000 Penalty: 12238.013672
	Iteration 11Q: 3 clusters Score -3775142 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -3775413.750000 Penalty: 12238.013672
	Iteration 12Q: 3 clusters Score -3775414 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -3775602.250000 Penalty: 12238.013672
	Iteration 13Q: 3 clusters Score -3775602 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -3775736.500000 Penalty: 12238.013672
	Iteration 14Q: 3 clusters Score -3775736 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -3775804.000000 Penalty: 12238.013672
	Iteration 15Q: 3 clusters Score -3775804 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -3775856.500000 Penalty: 12238.013672
	Iteration 16Q: 3 clusters Score -3775856 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -3775874.250000 Penalty: 12238.013672
	Iteration 17Q: 3 clusters Score -3775874 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -3775901.500000 Penalty: 12238.013672
	Iteration 18Q: 3 clusters Score -3775902 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -3775922.750000 Penalty: 12238.013672
	Iteration 19Q: 3 clusters Score -3775923 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -3775932.500000 Penalty: 12238.013672
	Iteration 20F: 3 clusters Score -3775932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -3775933.750000 Penalty: 12238.013672
	Iteration 21Q: 3 clusters Score -3775934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -3775945.250000 Penalty: 12238.013672
	Iteration 22Q: 3 clusters Score -3775945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -3775948.250000 Penalty: 12238.013672
	Iteration 23Q: 3 clusters Score -3775948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -3775952.750000 Penalty: 12238.013672
	Iteration 24Q: 3 clusters Score -3775953 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -3775953.250000 Penalty: 12238.013672
	Iteration 25Q: 3 clusters Score -3775953 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -3775969.750000 Penalty: 12238.013672
	Iteration 26Q: 3 clusters Score -3775970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -3775985.000000 Penalty: 12238.013672
	Iteration 27Q: 3 clusters Score -3775985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -3775981.750000 Penalty: 12238.013672
	Iteration 28Q: 3 clusters Score -3775982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -3775980.750000 Penalty: 12238.013672
	Iteration 29Q: 3 clusters Score -3775981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -3775979.750000 Penalty: 12238.013672
	Iteration 30Q: 3 clusters Score -3775980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -3775981.000000 Penalty: 12238.013672
	Iteration 31Q: 3 clusters Score -3775981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -3775987.500000 Penalty: 12238.013672
	Iteration 32Q: 3 clusters Score -3775988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -3775986.500000 Penalty: 12238.013672
	Iteration 33Q: 3 clusters Score -3775986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -3775985.000000 Penalty: 12238.013672
	Iteration 34Q: 3 clusters Score -3775985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -3775991.750000 Penalty: 12238.013672
	Iteration 35Q: 3 clusters Score -3775992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -3775989.000000 Penalty: 12238.013672
	Iteration 36Q: 3 clusters Score -3775989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -3775990.250000 Penalty: 12238.013672
	Iteration 37Q: 3 clusters Score -3775990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -3775990.500000 Penalty: 12238.013672
	Iteration 38Q: 3 clusters Score -3775990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -3775996.000000 Penalty: 12238.013672
	Iteration 39Q: 3 clusters Score -3775996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -3775998.500000 Penalty: 12238.013672
	Iteration 40F: 3 clusters Score -3775998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -3775996.750000 Penalty: 12238.013672
	Iteration 41Q: 3 clusters Score -3775997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -3775994.000000 Penalty: 12238.013672
	Iteration 42Q: 3 clusters Score -3775994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -3775995.500000 Penalty: 12238.013672
	Iteration 43Q: 3 clusters Score -3775996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -3775995.500000 Penalty: 12238.013672
	Iteration 44F: 3 clusters Score -3775996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (323762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323762 members 
Entering Unmasked Estep 
Score: -55553452.000000 Penalty: 7771.255371
	Iteration 0F: 2 clusters Score -5.555345e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162028 members 
Mstep: Class 2 contains 161734 members 
Entering Unmasked Estep 
Score: -55347796.000000 Penalty: 15542.510742
	Iteration 0F: 3 clusters Score -5.53478e+07 nChanged 153826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161862 members 
Mstep: Class 2 contains 161900 members 
Entering Unmasked Estep 
Score: -55436612.000000 Penalty: 15542.510742
	Iteration 1F: 3 clusters Score -5.543661e+07 nChanged 10125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161697 members 
Mstep: Class 2 contains 162065 members 
Entering Unmasked Estep 
Score: -55440076.000000 Penalty: 15542.510742
	Iteration 2Q: 3 clusters Score -5.544008e+07 nChanged 12330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161025 members 
Mstep: Class 2 contains 162737 members 
Entering Unmasked Estep 
Score: -55447968.000000 Penalty: 15542.510742
	Iteration 3Q: 3 clusters Score -5.544797e+07 nChanged 16815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158244 members 
Mstep: Class 2 contains 165518 members 
Entering Unmasked Estep 
Score: -55459680.000000 Penalty: 15542.510742
	Iteration 4F: 3 clusters Score -5.545968e+07 nChanged 21574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150658 members 
Mstep: Class 2 contains 173104 members 
Entering Unmasked Estep 
Score: -55472992.000000 Penalty: 15542.510742
	Iteration 5F: 3 clusters Score -5.547299e+07 nChanged 23314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138598 members 
Mstep: Class 2 contains 185164 members 
Entering Unmasked Estep 
Score: -55487980.000000 Penalty: 15542.510742
	Iteration 6F: 3 clusters Score -5.548798e+07 nChanged 23455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123497 members 
Mstep: Class 2 contains 200265 members 
Entering Unmasked Estep 
Score: -55502880.000000 Penalty: 15542.510742
	Iteration 7F: 3 clusters Score -5.550288e+07 nChanged 22360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107027 members 
Mstep: Class 2 contains 216735 members 
Entering Unmasked Estep 
Score: -55517724.000000 Penalty: 15542.510742
	Iteration 8F: 3 clusters Score -5.551772e+07 nChanged 19915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91444 members 
Mstep: Class 2 contains 232318 members 
Entering Unmasked Estep 
Score: -55531896.000000 Penalty: 15542.510742
	Iteration 9F: 3 clusters Score -5.55319e+07 nChanged 16386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78788 members 
Mstep: Class 2 contains 244974 members 
Entering Unmasked Estep 
Score: -55543916.000000 Penalty: 15542.510742
	Iteration 10F: 3 clusters Score -5.554392e+07 nChanged 12780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69140 members 
Mstep: Class 2 contains 254622 members 
Entering Unmasked Estep 
Score: -55552080.000000 Penalty: 15542.510742
	Iteration 11Q: 3 clusters Score -5.555208e+07 nChanged 9501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61905 members 
Mstep: Class 2 contains 261857 members 
Entering Unmasked Estep 
Score: -55557884.000000 Penalty: 15542.510742
	Iteration 12Q: 3 clusters Score -5.555788e+07 nChanged 6967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56488 members 
Mstep: Class 2 contains 267274 members 
Entering Unmasked Estep 
Score: -55561084.000000 Penalty: 15542.510742
	Iteration 13Q: 3 clusters Score -5.556108e+07 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52244 members 
Mstep: Class 2 contains 271518 members 
Entering Unmasked Estep 
Score: -55563620.000000 Penalty: 15542.510742
	Iteration 14Q: 3 clusters Score -5.556362e+07 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48893 members 
Mstep: Class 2 contains 274869 members 
Entering Unmasked Estep 
Score: -55564832.000000 Penalty: 15542.510742
	Iteration 15Q: 3 clusters Score -5.556483e+07 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46131 members 
Mstep: Class 2 contains 277631 members 
Entering Unmasked Estep 
Score: -55565684.000000 Penalty: 15542.510742
	Iteration 16Q: 3 clusters Score -5.556568e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43815 members 
Mstep: Class 2 contains 279947 members 
Entering Unmasked Estep 
Score: -55566176.000000 Penalty: 15542.510742
	Iteration 17Q: 3 clusters Score -5.556618e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41876 members 
Mstep: Class 2 contains 281886 members 
Entering Unmasked Estep 
Score: -55566708.000000 Penalty: 15542.510742
	Iteration 18Q: 3 clusters Score -5.556671e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40186 members 
Mstep: Class 2 contains 283576 members 
Entering Unmasked Estep 
Score: -55567044.000000 Penalty: 15542.510742
	Iteration 19Q: 3 clusters Score -5.556704e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38645 members 
Mstep: Class 2 contains 285117 members 
Entering Unmasked Estep 
Score: -55567540.000000 Penalty: 15542.510742
	Iteration 20F: 3 clusters Score -5.556754e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37281 members 
Mstep: Class 2 contains 286481 members 
Entering Unmasked Estep 
Score: -55567788.000000 Penalty: 15542.510742
	Iteration 21Q: 3 clusters Score -5.556779e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36025 members 
Mstep: Class 2 contains 287737 members 
Entering Unmasked Estep 
Score: -55568016.000000 Penalty: 15542.510742
	Iteration 22Q: 3 clusters Score -5.556802e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34870 members 
Mstep: Class 2 contains 288892 members 
Entering Unmasked Estep 
Score: -55568352.000000 Penalty: 15542.510742
	Iteration 23Q: 3 clusters Score -5.556835e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33856 members 
Mstep: Class 2 contains 289906 members 
Entering Unmasked Estep 
Score: -55568496.000000 Penalty: 15542.510742
	Iteration 24Q: 3 clusters Score -5.55685e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32917 members 
Mstep: Class 2 contains 290845 members 
Entering Unmasked Estep 
Score: -55568528.000000 Penalty: 15542.510742
	Iteration 25Q: 3 clusters Score -5.556853e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32067 members 
Mstep: Class 2 contains 291695 members 
Entering Unmasked Estep 
Score: -55568672.000000 Penalty: 15542.510742
	Iteration 26Q: 3 clusters Score -5.556867e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31274 members 
Mstep: Class 2 contains 292488 members 
Entering Unmasked Estep 
Score: -55568780.000000 Penalty: 15542.510742
	Iteration 27Q: 3 clusters Score -5.556878e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30544 members 
Mstep: Class 2 contains 293218 members 
Entering Unmasked Estep 
Score: -55568816.000000 Penalty: 15542.510742
	Iteration 28Q: 3 clusters Score -5.556882e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29833 members 
Mstep: Class 2 contains 293929 members 
Entering Unmasked Estep 
Score: -55569056.000000 Penalty: 15542.510742
	Iteration 29Q: 3 clusters Score -5.556906e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29133 members 
Mstep: Class 2 contains 294629 members 
Entering Unmasked Estep 
Score: -55569248.000000 Penalty: 15542.510742
	Iteration 30Q: 3 clusters Score -5.556925e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28424 members 
Mstep: Class 2 contains 295338 members 
Entering Unmasked Estep 
Score: -55569452.000000 Penalty: 15542.510742
	Iteration 31Q: 3 clusters Score -5.556945e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27716 members 
Mstep: Class 2 contains 296046 members 
Entering Unmasked Estep 
Score: -55569796.000000 Penalty: 15542.510742
	Iteration 32Q: 3 clusters Score -5.55698e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27009 members 
Mstep: Class 2 contains 296753 members 
Entering Unmasked Estep 
Score: -55570224.000000 Penalty: 15542.510742
	Iteration 33Q: 3 clusters Score -5.557022e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26289 members 
Mstep: Class 2 contains 297473 members 
Entering Unmasked Estep 
Score: -55570308.000000 Penalty: 15542.510742
	Iteration 34Q: 3 clusters Score -5.557031e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 298186 members 
Entering Unmasked Estep 
Score: -55570644.000000 Penalty: 15542.510742
	Iteration 35Q: 3 clusters Score -5.557064e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24813 members 
Mstep: Class 2 contains 298949 members 
Entering Unmasked Estep 
Score: -55571084.000000 Penalty: 15542.510742
	Iteration 36Q: 3 clusters Score -5.557108e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 299751 members 
Entering Unmasked Estep 
Score: -55571848.000000 Penalty: 15542.510742
	Iteration 37Q: 3 clusters Score -5.557185e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 300627 members 
Entering Unmasked Estep 
Score: -55572748.000000 Penalty: 15542.510742
	Iteration 38Q: 3 clusters Score -5.557275e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 301521 members 
Entering Unmasked Estep 
Score: -55574184.000000 Penalty: 15542.510742
	Iteration 39Q: 3 clusters Score -5.557418e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 302227 members 
Entering Unmasked Estep 
Score: -55575840.000000 Penalty: 15542.510742
	Iteration 40F: 3 clusters Score -5.557584e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 302581 members 
Entering Unmasked Estep 
Score: -55576508.000000 Penalty: 15542.510742
	Iteration 41Q: 3 clusters Score -5.557651e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 302734 members 
Entering Unmasked Estep 
Score: -55576896.000000 Penalty: 15542.510742
	Iteration 42Q: 3 clusters Score -5.55769e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 302809 members 
Entering Unmasked Estep 
Score: -55576896.000000 Penalty: 15542.510742
	Iteration 43Q: 3 clusters Score -5.55769e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 302831 members 
Entering Unmasked Estep 
Score: -55576928.000000 Penalty: 15542.510742
	Iteration 44Q: 3 clusters Score -5.557693e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 302836 members 
Entering Unmasked Estep 
Score: -55576980.000000 Penalty: 15542.510742
	Iteration 45Q: 3 clusters Score -5.557698e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 302820 members 
Entering Unmasked Estep 
Score: -55577004.000000 Penalty: 15542.510742
	Iteration 46Q: 3 clusters Score -5.5577e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 302816 members 
Entering Unmasked Estep 
Score: -55576988.000000 Penalty: 15542.510742
	Iteration 47Q: 3 clusters Score -5.557699e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 302808 members 
Entering Unmasked Estep 
Score: -55576980.000000 Penalty: 15542.510742
	Iteration 48Q: 3 clusters Score -5.557698e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 302799 members 
Entering Unmasked Estep 
Score: -55576980.000000 Penalty: 15542.510742
	Iteration 49Q: 3 clusters Score -5.557698e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 302796 members 
Entering Unmasked Estep 
Score: -55576988.000000 Penalty: 15542.510742
	Iteration 50Q: 3 clusters Score -5.557699e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 302793 members 
Entering Unmasked Estep 
Score: -55576976.000000 Penalty: 15542.510742
	Iteration 51Q: 3 clusters Score -5.557698e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 302792 members 
Entering Unmasked Estep 
Score: -55576988.000000 Penalty: 15542.510742
	Iteration 52Q: 3 clusters Score -5.557699e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 302793 members 
Entering Unmasked Estep 
Score: -55576964.000000 Penalty: 15542.510742
	Iteration 53Q: 3 clusters Score -5.557696e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 302794 members 
Entering Unmasked Estep 
Score: -55576960.000000 Penalty: 15542.510742
	Iteration 54Q: 3 clusters Score -5.557696e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 302794 members 
Entering Unmasked Estep 
Score: -55576960.000000 Penalty: 15542.510742
	Iteration 55F: 3 clusters Score -5.557696e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 302794 members 
Mstep: Class 2 contains 8538 members 
Mstep: Class 3 contains 29776 members 
Mstep: Class 4 contains 29441 members 
Mstep: Class 5 contains 39064 members 
Mstep: Class 7 contains 2700 members 
Mstep: Class 9 contains 13167 members 
Mstep: Class 10 contains 150220 members 
Mstep: Class 12 contains 21812 members 
Mstep: Class 13 contains 20968 members 
Mstep: Class 15 contains 1490 members 
Mstep: Class 16 contains 5448 members 
Mstep: Class 17 contains 92062 members 
Mstep: Class 18 contains 593418 members 
Mstep: Class 20 contains 647 members 
Mstep: Class 21 contains 12184 members 
Mstep: Class 22 contains 50526 members 
Entering Unmasked Estep 
Score: -233240752.000000 Penalty: 147164.437500
Splitting cluster 13 changes total score from -233218752.000000 to -233240752.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 15 (1490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Entering Unmasked Estep 
Score: -228330.078125 Penalty: 4475.250488
	Iteration 0F: 2 clusters Score -228330.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -223800.250000 Penalty: 8950.500977
	Iteration 0F: 3 clusters Score -223800.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -224304.484375 Penalty: 8950.500977
	Iteration 1F: 3 clusters Score -224304.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -224487.578125 Penalty: 8950.500977
	Iteration 2Q: 3 clusters Score -224487.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -224607.156250 Penalty: 8950.500977
	Iteration 3Q: 3 clusters Score -224607.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -224717.625000 Penalty: 8950.500977
	Iteration 4Q: 3 clusters Score -224717.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -224809.328125 Penalty: 8950.500977
	Iteration 5Q: 3 clusters Score -224809.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -224863.109375 Penalty: 8950.500977
	Iteration 6Q: 3 clusters Score -224863.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -224915.171875 Penalty: 8950.500977
	Iteration 7Q: 3 clusters Score -224915.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -224981.578125 Penalty: 8950.500977
	Iteration 8Q: 3 clusters Score -224981.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -225037.062500 Penalty: 8950.500977
	Iteration 9Q: 3 clusters Score -225037.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -225088.968750 Penalty: 8950.500977
	Iteration 10Q: 3 clusters Score -225089 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -225158.437500 Penalty: 8950.500977
	Iteration 11Q: 3 clusters Score -225158.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -225227.109375 Penalty: 8950.500977
	Iteration 12Q: 3 clusters Score -225227.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -225266.687500 Penalty: 8950.500977
	Iteration 13Q: 3 clusters Score -225266.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -225305.687500 Penalty: 8950.500977
	Iteration 14Q: 3 clusters Score -225305.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -225345.671875 Penalty: 8950.500977
	Iteration 15Q: 3 clusters Score -225345.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -225364.093750 Penalty: 8950.500977
	Iteration 16Q: 3 clusters Score -225364.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -225384.234375 Penalty: 8950.500977
	Iteration 17Q: 3 clusters Score -225384.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -225407.796875 Penalty: 8950.500977
	Iteration 18Q: 3 clusters Score -225407.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -225448.312500 Penalty: 8950.500977
	Iteration 19Q: 3 clusters Score -225448.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -225489.906250 Penalty: 8950.500977
	Iteration 20F: 3 clusters Score -225489.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -225529.453125 Penalty: 8950.500977
	Iteration 21Q: 3 clusters Score -225529.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -225553.687500 Penalty: 8950.500977
	Iteration 22Q: 3 clusters Score -225553.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -225576.687500 Penalty: 8950.500977
	Iteration 23Q: 3 clusters Score -225576.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -225606.093750 Penalty: 8950.500977
	Iteration 24Q: 3 clusters Score -225606.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -225623.609375 Penalty: 8950.500977
	Iteration 25Q: 3 clusters Score -225623.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -225644.078125 Penalty: 8950.500977
	Iteration 26Q: 3 clusters Score -225644.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -225662.265625 Penalty: 8950.500977
	Iteration 27Q: 3 clusters Score -225662.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -225694.718750 Penalty: 8950.500977
	Iteration 28Q: 3 clusters Score -225694.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -225713.531250 Penalty: 8950.500977
	Iteration 29Q: 3 clusters Score -225713.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -225737.296875 Penalty: 8950.500977
	Iteration 30Q: 3 clusters Score -225737.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -225759.796875 Penalty: 8950.500977
	Iteration 31Q: 3 clusters Score -225759.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -225777.203125 Penalty: 8950.500977
	Iteration 32Q: 3 clusters Score -225777.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -225803.062500 Penalty: 8950.500977
	Iteration 33Q: 3 clusters Score -225803.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -225826.765625 Penalty: 8950.500977
	Iteration 34Q: 3 clusters Score -225826.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -225861.718750 Penalty: 8950.500977
	Iteration 35Q: 3 clusters Score -225861.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -225893.171875 Penalty: 8950.500977
	Iteration 36Q: 3 clusters Score -225893.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -225922.593750 Penalty: 8950.500977
	Iteration 37Q: 3 clusters Score -225922.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -225951.078125 Penalty: 8950.500977
	Iteration 38Q: 3 clusters Score -225951.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -225967.328125 Penalty: 8950.500977
	Iteration 39Q: 3 clusters Score -225967.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -225971.718750 Penalty: 8950.500977
	Iteration 40F: 3 clusters Score -225971.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -225977.187500 Penalty: 8950.500977
	Iteration 41Q: 3 clusters Score -225977.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -225977.187500 Penalty: 8950.500977
	Iteration 42F: 3 clusters Score -225977.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Entering Unmasked Estep 
Score: -808122.562500 Penalty: 5269.339844
	Iteration 0F: 2 clusters Score -808122.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -801425.125000 Penalty: 10538.679688
	Iteration 0F: 3 clusters Score -801425.1 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -807268.250000 Penalty: 10538.679688
	Iteration 1F: 3 clusters Score -807268.2 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -812303.187500 Penalty: 10538.679688
	Iteration 2F: 3 clusters Score -812303.2 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -816775.812500 Penalty: 10538.679688
	Iteration 3F: 3 clusters Score -816775.8 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -820706.500000 Penalty: 10538.679688
	Iteration 4F: 3 clusters Score -820706.5 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -824973.750000 Penalty: 10538.679688
	Iteration 5F: 3 clusters Score -824973.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -827372.000000 Penalty: 10538.679688
	Iteration 6Q: 3 clusters Score -827372 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -828219.687500 Penalty: 10538.679688
	Iteration 7Q: 3 clusters Score -828219.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -828728.062500 Penalty: 10538.679688
	Iteration 8Q: 3 clusters Score -828728.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -829730.687500 Penalty: 10538.679688
	Iteration 9Q: 3 clusters Score -829730.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -830156.437500 Penalty: 10538.679688
	Iteration 10Q: 3 clusters Score -830156.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -830281.812500 Penalty: 10538.679688
	Iteration 11Q: 3 clusters Score -830281.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -830466.062500 Penalty: 10538.679688
	Iteration 12Q: 3 clusters Score -830466.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -830696.062500 Penalty: 10538.679688
	Iteration 13Q: 3 clusters Score -830696.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -830972.812500 Penalty: 10538.679688
	Iteration 14Q: 3 clusters Score -830972.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -831220.125000 Penalty: 10538.679688
	Iteration 15Q: 3 clusters Score -831220.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -831366.750000 Penalty: 10538.679688
	Iteration 16Q: 3 clusters Score -831366.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -831493.000000 Penalty: 10538.679688
	Iteration 17Q: 3 clusters Score -831493 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -831571.312500 Penalty: 10538.679688
	Iteration 18Q: 3 clusters Score -831571.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -831692.375000 Penalty: 10538.679688
	Iteration 19Q: 3 clusters Score -831692.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -832005.312500 Penalty: 10538.679688
	Iteration 20F: 3 clusters Score -832005.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -832225.500000 Penalty: 10538.679688
	Iteration 21Q: 3 clusters Score -832225.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -832236.875000 Penalty: 10538.679688
	Iteration 22Q: 3 clusters Score -832236.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -832236.125000 Penalty: 10538.679688
	Iteration 23Q: 3 clusters Score -832236.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -832236.125000 Penalty: 10538.679688
	Iteration 24F: 3 clusters Score -832236.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 302794 members 
Mstep: Class 2 contains 8538 members 
Mstep: Class 3 contains 29776 members 
Mstep: Class 4 contains 29441 members 
Mstep: Class 5 contains 39064 members 
Mstep: Class 6 contains 2687 members 
Mstep: Class 7 contains 2700 members 
Mstep: Class 9 contains 13167 members 
Mstep: Class 10 contains 150220 members 
Mstep: Class 12 contains 21812 members 
Mstep: Class 13 contains 20968 members 
Mstep: Class 15 contains 1490 members 
Mstep: Class 16 contains 2761 members 
Mstep: Class 17 contains 92062 members 
Mstep: Class 18 contains 593418 members 
Mstep: Class 20 contains 647 members 
Mstep: Class 21 contains 12184 members 
Mstep: Class 22 contains 50526 members 
Entering Unmasked Estep 
Score: -233266448.000000 Penalty: 155821.171875
Splitting cluster 16 changes total score from -233218752.000000 to -233266448.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 17 (92062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92062 members 
Entering Unmasked Estep 
Score: -15552387.000000 Penalty: 7001.008301
	Iteration 0F: 2 clusters Score -1.555239e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45907 members 
Mstep: Class 2 contains 46155 members 
Entering Unmasked Estep 
Score: -15489313.000000 Penalty: 14002.016602
	Iteration 0F: 3 clusters Score -1.548931e+07 nChanged 41805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44186 members 
Mstep: Class 2 contains 47876 members 
Entering Unmasked Estep 
Score: -15512208.000000 Penalty: 14002.016602
	Iteration 1F: 3 clusters Score -1.551221e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43170 members 
Mstep: Class 2 contains 48892 members 
Entering Unmasked Estep 
Score: -15513328.000000 Penalty: 14002.016602
	Iteration 2Q: 3 clusters Score -1.551333e+07 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41811 members 
Mstep: Class 2 contains 50251 members 
Entering Unmasked Estep 
Score: -15514399.000000 Penalty: 14002.016602
	Iteration 3Q: 3 clusters Score -1.55144e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39962 members 
Mstep: Class 2 contains 52100 members 
Entering Unmasked Estep 
Score: -15515434.000000 Penalty: 14002.016602
	Iteration 4Q: 3 clusters Score -1.551543e+07 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37391 members 
Mstep: Class 2 contains 54671 members 
Entering Unmasked Estep 
Score: -15516811.000000 Penalty: 14002.016602
	Iteration 5Q: 3 clusters Score -1.551681e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33893 members 
Mstep: Class 2 contains 58169 members 
Entering Unmasked Estep 
Score: -15518864.000000 Penalty: 14002.016602
	Iteration 6Q: 3 clusters Score -1.551886e+07 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29155 members 
Mstep: Class 2 contains 62907 members 
Entering Unmasked Estep 
Score: -15522139.000000 Penalty: 14002.016602
	Iteration 7F: 3 clusters Score -1.552214e+07 nChanged 6354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 68839 members 
Entering Unmasked Estep 
Score: -15526870.000000 Penalty: 14002.016602
	Iteration 8F: 3 clusters Score -1.552687e+07 nChanged 6971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 75484 members 
Entering Unmasked Estep 
Score: -15533180.000000 Penalty: 14002.016602
	Iteration 9F: 3 clusters Score -1.553318e+07 nChanged 6426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 81680 members 
Entering Unmasked Estep 
Score: -15539503.000000 Penalty: 14002.016602
	Iteration 10F: 3 clusters Score -1.55395e+07 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 86006 members 
Entering Unmasked Estep 
Score: -15543705.000000 Penalty: 14002.016602
	Iteration 11Q: 3 clusters Score -1.55437e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 88359 members 
Entering Unmasked Estep 
Score: -15545778.000000 Penalty: 14002.016602
	Iteration 12Q: 3 clusters Score -1.554578e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 89516 members 
Entering Unmasked Estep 
Score: -15546732.000000 Penalty: 14002.016602
	Iteration 13Q: 3 clusters Score -1.554673e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 90058 members 
Entering Unmasked Estep 
Score: -15547171.000000 Penalty: 14002.016602
	Iteration 14Q: 3 clusters Score -1.554717e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 90323 members 
Entering Unmasked Estep 
Score: -15547422.000000 Penalty: 14002.016602
	Iteration 15Q: 3 clusters Score -1.554742e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 90458 members 
Entering Unmasked Estep 
Score: -15547518.000000 Penalty: 14002.016602
	Iteration 16Q: 3 clusters Score -1.554752e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 90554 members 
Entering Unmasked Estep 
Score: -15547570.000000 Penalty: 14002.016602
	Iteration 17Q: 3 clusters Score -1.554757e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 90612 members 
Entering Unmasked Estep 
Score: -15547598.000000 Penalty: 14002.016602
	Iteration 18Q: 3 clusters Score -1.55476e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 90647 members 
Entering Unmasked Estep 
Score: -15547645.000000 Penalty: 14002.016602
	Iteration 19Q: 3 clusters Score -1.554764e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 90669 members 
Entering Unmasked Estep 
Score: -15547649.000000 Penalty: 14002.016602
	Iteration 20F: 3 clusters Score -1.554765e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 90682 members 
Entering Unmasked Estep 
Score: -15547661.000000 Penalty: 14002.016602
	Iteration 21Q: 3 clusters Score -1.554766e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 90690 members 
Entering Unmasked Estep 
Score: -15547656.000000 Penalty: 14002.016602
	Iteration 22Q: 3 clusters Score -1.554766e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 90695 members 
Entering Unmasked Estep 
Score: -15547665.000000 Penalty: 14002.016602
	Iteration 23Q: 3 clusters Score -1.554766e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 90702 members 
Entering Unmasked Estep 
Score: -15547674.000000 Penalty: 14002.016602
	Iteration 24Q: 3 clusters Score -1.554767e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 90707 members 
Entering Unmasked Estep 
Score: -15547679.000000 Penalty: 14002.016602
	Iteration 25Q: 3 clusters Score -1.554768e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 90711 members 
Entering Unmasked Estep 
Score: -15547692.000000 Penalty: 14002.016602
	Iteration 26Q: 3 clusters Score -1.554769e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 90717 members 
Entering Unmasked Estep 
Score: -15547678.000000 Penalty: 14002.016602
	Iteration 27Q: 3 clusters Score -1.554768e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 90722 members 
Entering Unmasked Estep 
Score: -15547685.000000 Penalty: 14002.016602
	Iteration 28Q: 3 clusters Score -1.554768e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 90724 members 
Entering Unmasked Estep 
Score: -15547678.000000 Penalty: 14002.016602
	Iteration 29Q: 3 clusters Score -1.554768e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 90727 members 
Entering Unmasked Estep 
Score: -15547679.000000 Penalty: 14002.016602
	Iteration 30Q: 3 clusters Score -1.554768e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 90729 members 
Entering Unmasked Estep 
Score: -15547676.000000 Penalty: 14002.016602
	Iteration 31Q: 3 clusters Score -1.554768e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 90730 members 
Entering Unmasked Estep 
Score: -15547672.000000 Penalty: 14002.016602
	Iteration 32Q: 3 clusters Score -1.554767e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 90730 members 
Entering Unmasked Estep 
Score: -15547672.000000 Penalty: 14002.016602
	Iteration 33F: 3 clusters Score -1.554767e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (593418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593418 members 
Entering Unmasked Estep 
Score: -101751888.000000 Penalty: 8142.363281
	Iteration 0F: 2 clusters Score -1.017519e+08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297056 members 
Mstep: Class 2 contains 296362 members 
Entering Unmasked Estep 
Score: -101428832.000000 Penalty: 16284.726562
	Iteration 0F: 3 clusters Score -1.014288e+08 nChanged 286158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298318 members 
Mstep: Class 2 contains 295100 members 
Entering Unmasked Estep 
Score: -101598160.000000 Penalty: 16284.726562
	Iteration 1F: 3 clusters Score -1.015982e+08 nChanged 15121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299575 members 
Mstep: Class 2 contains 293843 members 
Entering Unmasked Estep 
Score: -101600848.000000 Penalty: 16284.726562
	Iteration 2Q: 3 clusters Score -1.016008e+08 nChanged 16327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301912 members 
Mstep: Class 2 contains 291506 members 
Entering Unmasked Estep 
Score: -101605048.000000 Penalty: 16284.726562
	Iteration 3Q: 3 clusters Score -1.01605e+08 nChanged 17959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305755 members 
Mstep: Class 2 contains 287663 members 
Entering Unmasked Estep 
Score: -101609928.000000 Penalty: 16284.726562
	Iteration 4Q: 3 clusters Score -1.016099e+08 nChanged 20099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311754 members 
Mstep: Class 2 contains 281664 members 
Entering Unmasked Estep 
Score: -101615768.000000 Penalty: 16284.726562
	Iteration 5Q: 3 clusters Score -1.016158e+08 nChanged 22025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320441 members 
Mstep: Class 2 contains 272977 members 
Entering Unmasked Estep 
Score: -101623464.000000 Penalty: 16284.726562
	Iteration 6Q: 3 clusters Score -1.016235e+08 nChanged 24109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333082 members 
Mstep: Class 2 contains 260336 members 
Entering Unmasked Estep 
Score: -101632440.000000 Penalty: 16284.726562
	Iteration 7Q: 3 clusters Score -1.016324e+08 nChanged 26424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350712 members 
Mstep: Class 2 contains 242706 members 
Entering Unmasked Estep 
Score: -101643600.000000 Penalty: 16284.726562
	Iteration 8Q: 3 clusters Score -1.016436e+08 nChanged 28991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374229 members 
Mstep: Class 2 contains 219189 members 
Entering Unmasked Estep 
Score: -101658112.000000 Penalty: 16284.726562
	Iteration 9Q: 3 clusters Score -1.016581e+08 nChanged 32621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404090 members 
Mstep: Class 2 contains 189328 members 
Entering Unmasked Estep 
Score: -101676224.000000 Penalty: 16284.726562
	Iteration 10F: 3 clusters Score -1.016762e+08 nChanged 36376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439576 members 
Mstep: Class 2 contains 153842 members 
Entering Unmasked Estep 
Score: -101697688.000000 Penalty: 16284.726562
	Iteration 11F: 3 clusters Score -1.016977e+08 nChanged 39738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479112 members 
Mstep: Class 2 contains 114306 members 
Entering Unmasked Estep 
Score: -101715576.000000 Penalty: 16284.726562
	Iteration 12F: 3 clusters Score -1.017156e+08 nChanged 37105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516083 members 
Mstep: Class 2 contains 77335 members 
Entering Unmasked Estep 
Score: -101727024.000000 Penalty: 16284.726562
	Iteration 13F: 3 clusters Score -1.01727e+08 nChanged 28122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544133 members 
Mstep: Class 2 contains 49285 members 
Entering Unmasked Estep 
Score: -101734048.000000 Penalty: 16284.726562
	Iteration 14Q: 3 clusters Score -1.01734e+08 nChanged 18129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562218 members 
Mstep: Class 2 contains 31200 members 
Entering Unmasked Estep 
Score: -101739176.000000 Penalty: 16284.726562
	Iteration 15Q: 3 clusters Score -1.017392e+08 nChanged 10804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572950 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -101742320.000000 Penalty: 16284.726562
	Iteration 16Q: 3 clusters Score -1.017423e+08 nChanged 6393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579233 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -101744944.000000 Penalty: 16284.726562
	Iteration 17Q: 3 clusters Score -1.017449e+08 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582800 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -101746032.000000 Penalty: 16284.726562
	Iteration 18Q: 3 clusters Score -1.01746e+08 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584946 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -101746464.000000 Penalty: 16284.726562
	Iteration 19Q: 3 clusters Score -1.017465e+08 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586353 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -101746928.000000 Penalty: 16284.726562
	Iteration 20F: 3 clusters Score -1.017469e+08 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587284 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -101747240.000000 Penalty: 16284.726562
	Iteration 21Q: 3 clusters Score -1.017472e+08 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587887 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -101747488.000000 Penalty: 16284.726562
	Iteration 22Q: 3 clusters Score -1.017475e+08 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588289 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -101747744.000000 Penalty: 16284.726562
	Iteration 23Q: 3 clusters Score -1.017477e+08 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588573 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -101747880.000000 Penalty: 16284.726562
	Iteration 24Q: 3 clusters Score -1.017479e+08 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588786 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -101748088.000000 Penalty: 16284.726562
	Iteration 25Q: 3 clusters Score -1.017481e+08 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588966 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -101748136.000000 Penalty: 16284.726562
	Iteration 26Q: 3 clusters Score -1.017481e+08 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589096 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -101748328.000000 Penalty: 16284.726562
	Iteration 27Q: 3 clusters Score -1.017483e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589223 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -101748360.000000 Penalty: 16284.726562
	Iteration 28Q: 3 clusters Score -1.017484e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589315 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -101748560.000000 Penalty: 16284.726562
	Iteration 29Q: 3 clusters Score -1.017486e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589390 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -101748696.000000 Penalty: 16284.726562
	Iteration 30Q: 3 clusters Score -1.017487e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589457 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -101748664.000000 Penalty: 16284.726562
	Iteration 31Q: 3 clusters Score -1.017487e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589498 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -101748696.000000 Penalty: 16284.726562
	Iteration 32Q: 3 clusters Score -1.017487e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589535 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -101748792.000000 Penalty: 16284.726562
	Iteration 33Q: 3 clusters Score -1.017488e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589566 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -101749104.000000 Penalty: 16284.726562
	Iteration 34Q: 3 clusters Score -1.017491e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589606 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -101749264.000000 Penalty: 16284.726562
	Iteration 35Q: 3 clusters Score -1.017493e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589636 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -101749384.000000 Penalty: 16284.726562
	Iteration 36Q: 3 clusters Score -1.017494e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589686 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -101749488.000000 Penalty: 16284.726562
	Iteration 37Q: 3 clusters Score -1.017495e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589712 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -101749568.000000 Penalty: 16284.726562
	Iteration 38Q: 3 clusters Score -1.017496e+08 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589746 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -101749848.000000 Penalty: 16284.726562
	Iteration 39Q: 3 clusters Score -1.017498e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589781 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -101750160.000000 Penalty: 16284.726562
	Iteration 40F: 3 clusters Score -1.017502e+08 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589763 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -101750400.000000 Penalty: 16284.726562
	Iteration 41Q: 3 clusters Score -1.017504e+08 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589733 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -101750664.000000 Penalty: 16284.726562
	Iteration 42Q: 3 clusters Score -1.017507e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589680 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -101750968.000000 Penalty: 16284.726562
	Iteration 43Q: 3 clusters Score -1.01751e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589619 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -101751104.000000 Penalty: 16284.726562
	Iteration 44Q: 3 clusters Score -1.017511e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589558 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -101751120.000000 Penalty: 16284.726562
	Iteration 45Q: 3 clusters Score -1.017511e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589486 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -101751280.000000 Penalty: 16284.726562
	Iteration 46Q: 3 clusters Score -1.017513e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589392 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -101751360.000000 Penalty: 16284.726562
	Iteration 47Q: 3 clusters Score -1.017514e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589319 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -101751384.000000 Penalty: 16284.726562
	Iteration 48Q: 3 clusters Score -1.017514e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589216 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -101751544.000000 Penalty: 16284.726562
	Iteration 49Q: 3 clusters Score -1.017515e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589113 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -101751592.000000 Penalty: 16284.726562
	Iteration 50Q: 3 clusters Score -1.017516e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589004 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -101751880.000000 Penalty: 16284.726562
	Iteration 51Q: 3 clusters Score -1.017519e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588936 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -101751904.000000 Penalty: 16284.726562
	Iteration 52Q: 3 clusters Score -1.017519e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588878 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -101751888.000000 Penalty: 16284.726562
	Iteration 53Q: 3 clusters Score -1.017519e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588833 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -101751984.000000 Penalty: 16284.726562
	Iteration 54Q: 3 clusters Score -1.01752e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588777 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -101751984.000000 Penalty: 16284.726562
	Iteration 55Q: 3 clusters Score -1.01752e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588737 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -101752104.000000 Penalty: 16284.726562
	Iteration 56Q: 3 clusters Score -1.017521e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588706 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -101752120.000000 Penalty: 16284.726562
	Iteration 57Q: 3 clusters Score -1.017521e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588678 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -101752040.000000 Penalty: 16284.726562
	Iteration 58Q: 3 clusters Score -1.01752e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588661 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -101752072.000000 Penalty: 16284.726562
	Iteration 59Q: 3 clusters Score -1.017521e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588656 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -101752136.000000 Penalty: 16284.726562
	Iteration 60F: 3 clusters Score -1.017521e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588649 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -101752136.000000 Penalty: 16284.726562
	Iteration 61Q: 3 clusters Score -1.017521e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588630 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -101752160.000000 Penalty: 16284.726562
	Iteration 62Q: 3 clusters Score -1.017522e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588614 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -101752136.000000 Penalty: 16284.726562
	Iteration 63Q: 3 clusters Score -1.017521e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588594 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -101752152.000000 Penalty: 16284.726562
	Iteration 64Q: 3 clusters Score -1.017522e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588582 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -101752104.000000 Penalty: 16284.726562
	Iteration 65Q: 3 clusters Score -1.017521e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588572 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -101752128.000000 Penalty: 16284.726562
	Iteration 66Q: 3 clusters Score -1.017521e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588557 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -101752136.000000 Penalty: 16284.726562
	Iteration 67Q: 3 clusters Score -1.017521e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588555 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -101752240.000000 Penalty: 16284.726562
	Iteration 68Q: 3 clusters Score -1.017522e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588549 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -101752184.000000 Penalty: 16284.726562
	Iteration 69Q: 3 clusters Score -1.017522e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588541 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -101752168.000000 Penalty: 16284.726562
	Iteration 70Q: 3 clusters Score -1.017522e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588534 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -101752232.000000 Penalty: 16284.726562
	Iteration 71Q: 3 clusters Score -1.017522e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588533 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -101752240.000000 Penalty: 16284.726562
	Iteration 72Q: 3 clusters Score -1.017522e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588530 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -101752256.000000 Penalty: 16284.726562
	Iteration 73Q: 3 clusters Score -1.017523e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588528 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -101752200.000000 Penalty: 16284.726562
	Iteration 74Q: 3 clusters Score -1.017522e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588525 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -101752208.000000 Penalty: 16284.726562
	Iteration 75Q: 3 clusters Score -1.017522e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588525 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -101752256.000000 Penalty: 16284.726562
	Iteration 76Q: 3 clusters Score -1.017523e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588524 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -101752280.000000 Penalty: 16284.726562
	Iteration 77Q: 3 clusters Score -1.017523e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588523 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -101752232.000000 Penalty: 16284.726562
	Iteration 78Q: 3 clusters Score -1.017522e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588521 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -101752208.000000 Penalty: 16284.726562
	Iteration 79Q: 3 clusters Score -1.017522e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588519 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -101752224.000000 Penalty: 16284.726562
	Iteration 80F: 3 clusters Score -1.017522e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588514 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -101752232.000000 Penalty: 16284.726562
	Iteration 81Q: 3 clusters Score -1.017522e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588510 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -101752264.000000 Penalty: 16284.726562
	Iteration 82Q: 3 clusters Score -1.017523e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588512 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -101752216.000000 Penalty: 16284.726562
	Iteration 83Q: 3 clusters Score -1.017522e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588513 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -101752256.000000 Penalty: 16284.726562
	Iteration 84Q: 3 clusters Score -1.017523e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588510 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -101752232.000000 Penalty: 16284.726562
	Iteration 85Q: 3 clusters Score -1.017522e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588508 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -101752272.000000 Penalty: 16284.726562
	Iteration 86Q: 3 clusters Score -1.017523e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588504 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -101752288.000000 Penalty: 16284.726562
	Iteration 87Q: 3 clusters Score -1.017523e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588503 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -101752272.000000 Penalty: 16284.726562
	Iteration 88Q: 3 clusters Score -1.017523e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588501 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -101752272.000000 Penalty: 16284.726562
	Iteration 89Q: 3 clusters Score -1.017523e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588499 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -101752240.000000 Penalty: 16284.726562
	Iteration 90Q: 3 clusters Score -1.017522e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588496 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -101752272.000000 Penalty: 16284.726562
	Iteration 91Q: 3 clusters Score -1.017523e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588492 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -101752264.000000 Penalty: 16284.726562
	Iteration 92Q: 3 clusters Score -1.017523e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588488 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -101752280.000000 Penalty: 16284.726562
	Iteration 93Q: 3 clusters Score -1.017523e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588484 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -101752272.000000 Penalty: 16284.726562
	Iteration 94Q: 3 clusters Score -1.017523e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588482 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -101752272.000000 Penalty: 16284.726562
	Iteration 95Q: 3 clusters Score -1.017523e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588480 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -101752280.000000 Penalty: 16284.726562
	Iteration 96Q: 3 clusters Score -1.017523e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588480 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -101752272.000000 Penalty: 16284.726562
	Iteration 97Q: 3 clusters Score -1.017523e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588477 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -101752288.000000 Penalty: 16284.726562
	Iteration 98Q: 3 clusters Score -1.017523e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588473 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -101752240.000000 Penalty: 16284.726562
	Iteration 99Q: 3 clusters Score -1.017522e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588473 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -101752288.000000 Penalty: 16284.726562
	Iteration 100F: 3 clusters Score -1.017523e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 302794 members 
Mstep: Class 2 contains 8538 members 
Mstep: Class 3 contains 29776 members 
Mstep: Class 4 contains 29441 members 
Mstep: Class 5 contains 39064 members 
Mstep: Class 6 contains 2687 members 
Mstep: Class 7 contains 2700 members 
Mstep: Class 8 contains 4945 members 
Mstep: Class 9 contains 13167 members 
Mstep: Class 10 contains 150220 members 
Mstep: Class 12 contains 21812 members 
Mstep: Class 13 contains 20968 members 
Mstep: Class 15 contains 1490 members 
Mstep: Class 16 contains 2761 members 
Mstep: Class 17 contains 92062 members 
Mstep: Class 18 contains 588473 members 
Mstep: Class 20 contains 647 members 
Mstep: Class 21 contains 12184 members 
Mstep: Class 22 contains 50526 members 
Entering Unmasked Estep 
Score: -233264592.000000 Penalty: 164477.890625
Splitting cluster 18 changes total score from -233218752.000000 to -233264592.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 20 (647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Entering Unmasked Estep 
Score: -90408.804688 Penalty: 3964.312012
	Iteration 0F: 2 clusters Score -90408.8 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 328 members 
Entering Unmasked Estep 
Score: -86855.898438 Penalty: 7928.624023
	Iteration 0F: 3 clusters Score -86855.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -87128.429688 Penalty: 7928.624023
	Iteration 1F: 3 clusters Score -87128.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -87200.554688 Penalty: 7928.624023
	Iteration 2Q: 3 clusters Score -87200.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -87275.851562 Penalty: 7928.624023
	Iteration 3Q: 3 clusters Score -87275.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -87302.164062 Penalty: 7928.624023
	Iteration 4Q: 3 clusters Score -87302.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -87320.187500 Penalty: 7928.624023
	Iteration 5Q: 3 clusters Score -87320.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -87331.281250 Penalty: 7928.624023
	Iteration 6Q: 3 clusters Score -87331.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -87341.757812 Penalty: 7928.624023
	Iteration 7Q: 3 clusters Score -87341.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -87349.257812 Penalty: 7928.624023
	Iteration 8Q: 3 clusters Score -87349.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -87349.257812 Penalty: 7928.624023
	Iteration 9F: 3 clusters Score -87349.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Entering Unmasked Estep 
Score: -2015221.625000 Penalty: 5762.325684
	Iteration 0F: 2 clusters Score -2015222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -2003525.375000 Penalty: 11524.651367
	Iteration 0F: 3 clusters Score -2003525 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -2006029.000000 Penalty: 11524.651367
	Iteration 1F: 3 clusters Score -2006029 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -2006537.125000 Penalty: 11524.651367
	Iteration 2F: 3 clusters Score -2006537 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -2006858.750000 Penalty: 11524.651367
	Iteration 3Q: 3 clusters Score -2006859 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -2007078.875000 Penalty: 11524.651367
	Iteration 4Q: 3 clusters Score -2007079 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -2007275.625000 Penalty: 11524.651367
	Iteration 5Q: 3 clusters Score -2007276 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -2007459.625000 Penalty: 11524.651367
	Iteration 6Q: 3 clusters Score -2007460 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -2007672.375000 Penalty: 11524.651367
	Iteration 7Q: 3 clusters Score -2007672 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -2007863.625000 Penalty: 11524.651367
	Iteration 8Q: 3 clusters Score -2007864 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -2008042.375000 Penalty: 11524.651367
	Iteration 9Q: 3 clusters Score -2008042 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -2008205.000000 Penalty: 11524.651367
	Iteration 10Q: 3 clusters Score -2008205 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -2008356.500000 Penalty: 11524.651367
	Iteration 11Q: 3 clusters Score -2008356 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -2008498.375000 Penalty: 11524.651367
	Iteration 12Q: 3 clusters Score -2008498 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -2008659.125000 Penalty: 11524.651367
	Iteration 13Q: 3 clusters Score -2008659 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -2008823.125000 Penalty: 11524.651367
	Iteration 14Q: 3 clusters Score -2008823 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -2008999.250000 Penalty: 11524.651367
	Iteration 15Q: 3 clusters Score -2008999 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -2009144.250000 Penalty: 11524.651367
	Iteration 16Q: 3 clusters Score -2009144 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -2009278.750000 Penalty: 11524.651367
	Iteration 17Q: 3 clusters Score -2009279 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -2009406.500000 Penalty: 11524.651367
	Iteration 18Q: 3 clusters Score -2009406 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -2009529.875000 Penalty: 11524.651367
	Iteration 19Q: 3 clusters Score -2009530 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -2009677.000000 Penalty: 11524.651367
	Iteration 20F: 3 clusters Score -2009677 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -2009816.125000 Penalty: 11524.651367
	Iteration 21Q: 3 clusters Score -2009816 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -2009947.125000 Penalty: 11524.651367
	Iteration 22Q: 3 clusters Score -2009947 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -2010093.375000 Penalty: 11524.651367
	Iteration 23Q: 3 clusters Score -2010093 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -2010234.625000 Penalty: 11524.651367
	Iteration 24Q: 3 clusters Score -2010235 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -2010339.500000 Penalty: 11524.651367
	Iteration 25Q: 3 clusters Score -2010340 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -2010432.250000 Penalty: 11524.651367
	Iteration 26Q: 3 clusters Score -2010432 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -2010507.500000 Penalty: 11524.651367
	Iteration 27Q: 3 clusters Score -2010508 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -2010579.125000 Penalty: 11524.651367
	Iteration 28Q: 3 clusters Score -2010579 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -2010642.750000 Penalty: 11524.651367
	Iteration 29Q: 3 clusters Score -2010643 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -2010706.375000 Penalty: 11524.651367
	Iteration 30Q: 3 clusters Score -2010706 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -2010767.875000 Penalty: 11524.651367
	Iteration 31Q: 3 clusters Score -2010768 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -2010823.500000 Penalty: 11524.651367
	Iteration 32Q: 3 clusters Score -2010824 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -2010872.250000 Penalty: 11524.651367
	Iteration 33Q: 3 clusters Score -2010872 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -2010919.500000 Penalty: 11524.651367
	Iteration 34Q: 3 clusters Score -2010920 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -2010953.375000 Penalty: 11524.651367
	Iteration 35Q: 3 clusters Score -2010953 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -2010998.125000 Penalty: 11524.651367
	Iteration 36Q: 3 clusters Score -2010998 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -2011026.375000 Penalty: 11524.651367
	Iteration 37Q: 3 clusters Score -2011026 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -2011050.125000 Penalty: 11524.651367
	Iteration 38Q: 3 clusters Score -2011050 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -2011080.125000 Penalty: 11524.651367
	Iteration 39Q: 3 clusters Score -2011080 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -2011104.000000 Penalty: 11524.651367
	Iteration 40F: 3 clusters Score -2011104 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -2011121.250000 Penalty: 11524.651367
	Iteration 41Q: 3 clusters Score -2011121 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -2011133.625000 Penalty: 11524.651367
	Iteration 42Q: 3 clusters Score -2011134 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -2011146.625000 Penalty: 11524.651367
	Iteration 43Q: 3 clusters Score -2011147 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -2011152.125000 Penalty: 11524.651367
	Iteration 44Q: 3 clusters Score -2011152 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -2011165.875000 Penalty: 11524.651367
	Iteration 45Q: 3 clusters Score -2011166 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -2011183.625000 Penalty: 11524.651367
	Iteration 46Q: 3 clusters Score -2011184 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -2011184.125000 Penalty: 11524.651367
	Iteration 47Q: 3 clusters Score -2011184 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -2011192.500000 Penalty: 11524.651367
	Iteration 48Q: 3 clusters Score -2011192 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -2011198.125000 Penalty: 11524.651367
	Iteration 49Q: 3 clusters Score -2011198 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -2011209.000000 Penalty: 11524.651367
	Iteration 50Q: 3 clusters Score -2011209 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -2011213.375000 Penalty: 11524.651367
	Iteration 51Q: 3 clusters Score -2011213 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -2011211.250000 Penalty: 11524.651367
	Iteration 52Q: 3 clusters Score -2011211 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -2011221.625000 Penalty: 11524.651367
	Iteration 53Q: 3 clusters Score -2011222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -2011222.000000 Penalty: 11524.651367
	Iteration 54Q: 3 clusters Score -2011222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -2011225.000000 Penalty: 11524.651367
	Iteration 55Q: 3 clusters Score -2011225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -2011228.500000 Penalty: 11524.651367
	Iteration 56Q: 3 clusters Score -2011228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -2011231.125000 Penalty: 11524.651367
	Iteration 57Q: 3 clusters Score -2011231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -2011231.500000 Penalty: 11524.651367
	Iteration 58Q: 3 clusters Score -2011232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -2011236.750000 Penalty: 11524.651367
	Iteration 59Q: 3 clusters Score -2011237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -2011237.125000 Penalty: 11524.651367
	Iteration 60F: 3 clusters Score -2011237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -2011243.125000 Penalty: 11524.651367
	Iteration 61Q: 3 clusters Score -2011243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -2011248.250000 Penalty: 11524.651367
	Iteration 62Q: 3 clusters Score -2011248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -2011246.750000 Penalty: 11524.651367
	Iteration 63Q: 3 clusters Score -2011247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -2011251.625000 Penalty: 11524.651367
	Iteration 64Q: 3 clusters Score -2011252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -2011255.625000 Penalty: 11524.651367
	Iteration 65Q: 3 clusters Score -2011256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -2011254.500000 Penalty: 11524.651367
	Iteration 66Q: 3 clusters Score -2011254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -2011256.250000 Penalty: 11524.651367
	Iteration 67Q: 3 clusters Score -2011256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -2011257.750000 Penalty: 11524.651367
	Iteration 68Q: 3 clusters Score -2011258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -2011254.000000 Penalty: 11524.651367
	Iteration 69Q: 3 clusters Score -2011254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -2011256.750000 Penalty: 11524.651367
	Iteration 70Q: 3 clusters Score -2011257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -2011259.000000 Penalty: 11524.651367
	Iteration 71Q: 3 clusters Score -2011259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -2011259.375000 Penalty: 11524.651367
	Iteration 72Q: 3 clusters Score -2011259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -2011261.625000 Penalty: 11524.651367
	Iteration 73Q: 3 clusters Score -2011262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -2011265.625000 Penalty: 11524.651367
	Iteration 74Q: 3 clusters Score -2011266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -2011266.750000 Penalty: 11524.651367
	Iteration 75Q: 3 clusters Score -2011267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -2011270.500000 Penalty: 11524.651367
	Iteration 76Q: 3 clusters Score -2011270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -2011271.625000 Penalty: 11524.651367
	Iteration 77Q: 3 clusters Score -2011272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -2011271.250000 Penalty: 11524.651367
	Iteration 78Q: 3 clusters Score -2011271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -2011272.250000 Penalty: 11524.651367
	Iteration 79Q: 3 clusters Score -2011272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -2011272.000000 Penalty: 11524.651367
	Iteration 80F: 3 clusters Score -2011272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -2011274.625000 Penalty: 11524.651367
	Iteration 81Q: 3 clusters Score -2011275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -2011274.750000 Penalty: 11524.651367
	Iteration 82Q: 3 clusters Score -2011275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -2011275.250000 Penalty: 11524.651367
	Iteration 83Q: 3 clusters Score -2011275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -2011276.500000 Penalty: 11524.651367
	Iteration 84Q: 3 clusters Score -2011276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -2011273.500000 Penalty: 11524.651367
	Iteration 85Q: 3 clusters Score -2011274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -2011277.125000 Penalty: 11524.651367
	Iteration 86Q: 3 clusters Score -2011277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -2011272.375000 Penalty: 11524.651367
	Iteration 87Q: 3 clusters Score -2011272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -2011273.750000 Penalty: 11524.651367
	Iteration 88Q: 3 clusters Score -2011274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -2011272.500000 Penalty: 11524.651367
	Iteration 89Q: 3 clusters Score -2011272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -2011276.500000 Penalty: 11524.651367
	Iteration 90Q: 3 clusters Score -2011276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -2011276.500000 Penalty: 11524.651367
	Iteration 91F: 3 clusters Score -2011276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (50526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50526 members 
Entering Unmasked Estep 
Score: -8765151.000000 Penalty: 6633.523926
	Iteration 0F: 2 clusters Score -8765151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 25381 members 
Entering Unmasked Estep 
Score: -8729333.000000 Penalty: 13267.047852
	Iteration 0F: 3 clusters Score -8729333 nChanged 22212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -8741111.000000 Penalty: 13267.047852
	Iteration 1F: 3 clusters Score -8741111 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -8742402.000000 Penalty: 13267.047852
	Iteration 2F: 3 clusters Score -8742402 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -8744037.000000 Penalty: 13267.047852
	Iteration 3F: 3 clusters Score -8744037 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 28449 members 
Entering Unmasked Estep 
Score: -8746117.000000 Penalty: 13267.047852
	Iteration 4F: 3 clusters Score -8746117 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 30255 members 
Entering Unmasked Estep 
Score: -8748866.000000 Penalty: 13267.047852
	Iteration 5F: 3 clusters Score -8748866 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 32743 members 
Entering Unmasked Estep 
Score: -8752111.000000 Penalty: 13267.047852
	Iteration 6F: 3 clusters Score -8752111 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 35534 members 
Entering Unmasked Estep 
Score: -8755269.000000 Penalty: 13267.047852
	Iteration 7F: 3 clusters Score -8755269 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 38044 members 
Entering Unmasked Estep 
Score: -8757709.000000 Penalty: 13267.047852
	Iteration 8F: 3 clusters Score -8757709 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 40134 members 
Entering Unmasked Estep 
Score: -8759483.000000 Penalty: 13267.047852
	Iteration 9Q: 3 clusters Score -8759483 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 41738 members 
Entering Unmasked Estep 
Score: -8760657.000000 Penalty: 13267.047852
	Iteration 10Q: 3 clusters Score -8760657 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 42981 members 
Entering Unmasked Estep 
Score: -8761357.000000 Penalty: 13267.047852
	Iteration 11Q: 3 clusters Score -8761357 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 43927 members 
Entering Unmasked Estep 
Score: -8761868.000000 Penalty: 13267.047852
	Iteration 12Q: 3 clusters Score -8761868 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 44643 members 
Entering Unmasked Estep 
Score: -8762245.000000 Penalty: 13267.047852
	Iteration 13Q: 3 clusters Score -8762245 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 45197 members 
Entering Unmasked Estep 
Score: -8762476.000000 Penalty: 13267.047852
	Iteration 14Q: 3 clusters Score -8762476 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 45591 members 
Entering Unmasked Estep 
Score: -8762662.000000 Penalty: 13267.047852
	Iteration 15Q: 3 clusters Score -8762662 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 45915 members 
Entering Unmasked Estep 
Score: -8762794.000000 Penalty: 13267.047852
	Iteration 16Q: 3 clusters Score -8762794 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 46152 members 
Entering Unmasked Estep 
Score: -8762848.000000 Penalty: 13267.047852
	Iteration 17Q: 3 clusters Score -8762848 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 46328 members 
Entering Unmasked Estep 
Score: -8762921.000000 Penalty: 13267.047852
	Iteration 18Q: 3 clusters Score -8762921 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 46466 members 
Entering Unmasked Estep 
Score: -8762955.000000 Penalty: 13267.047852
	Iteration 19Q: 3 clusters Score -8762955 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 46580 members 
Entering Unmasked Estep 
Score: -8762982.000000 Penalty: 13267.047852
	Iteration 20F: 3 clusters Score -8762982 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 46670 members 
Entering Unmasked Estep 
Score: -8763002.000000 Penalty: 13267.047852
	Iteration 21Q: 3 clusters Score -8763002 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 46750 members 
Entering Unmasked Estep 
Score: -8763014.000000 Penalty: 13267.047852
	Iteration 22Q: 3 clusters Score -8763014 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 46814 members 
Entering Unmasked Estep 
Score: -8763019.000000 Penalty: 13267.047852
	Iteration 23Q: 3 clusters Score -8763019 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 46870 members 
Entering Unmasked Estep 
Score: -8763042.000000 Penalty: 13267.047852
	Iteration 24Q: 3 clusters Score -8763042 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 46926 members 
Entering Unmasked Estep 
Score: -8763061.000000 Penalty: 13267.047852
	Iteration 25Q: 3 clusters Score -8763061 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 46972 members 
Entering Unmasked Estep 
Score: -8763082.000000 Penalty: 13267.047852
	Iteration 26Q: 3 clusters Score -8763082 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 47008 members 
Entering Unmasked Estep 
Score: -8763073.000000 Penalty: 13267.047852
	Iteration 27Q: 3 clusters Score -8763073 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 47044 members 
Entering Unmasked Estep 
Score: -8763075.000000 Penalty: 13267.047852
	Iteration 28Q: 3 clusters Score -8763075 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 47075 members 
Entering Unmasked Estep 
Score: -8763074.000000 Penalty: 13267.047852
	Iteration 29Q: 3 clusters Score -8763074 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 47106 members 
Entering Unmasked Estep 
Score: -8763084.000000 Penalty: 13267.047852
	Iteration 30Q: 3 clusters Score -8763084 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 47138 members 
Entering Unmasked Estep 
Score: -8763101.000000 Penalty: 13267.047852
	Iteration 31Q: 3 clusters Score -8763101 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 47161 members 
Entering Unmasked Estep 
Score: -8763115.000000 Penalty: 13267.047852
	Iteration 32Q: 3 clusters Score -8763115 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 47181 members 
Entering Unmasked Estep 
Score: -8763109.000000 Penalty: 13267.047852
	Iteration 33Q: 3 clusters Score -8763109 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 47201 members 
Entering Unmasked Estep 
Score: -8763102.000000 Penalty: 13267.047852
	Iteration 34Q: 3 clusters Score -8763102 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 47220 members 
Entering Unmasked Estep 
Score: -8763121.000000 Penalty: 13267.047852
	Iteration 35Q: 3 clusters Score -8763121 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 47232 members 
Entering Unmasked Estep 
Score: -8763118.000000 Penalty: 13267.047852
	Iteration 36Q: 3 clusters Score -8763118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 47242 members 
Entering Unmasked Estep 
Score: -8763124.000000 Penalty: 13267.047852
	Iteration 37Q: 3 clusters Score -8763124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 47255 members 
Entering Unmasked Estep 
Score: -8763123.000000 Penalty: 13267.047852
	Iteration 38Q: 3 clusters Score -8763123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 47260 members 
Entering Unmasked Estep 
Score: -8763133.000000 Penalty: 13267.047852
	Iteration 39Q: 3 clusters Score -8763133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 47264 members 
Entering Unmasked Estep 
Score: -8763128.000000 Penalty: 13267.047852
	Iteration 40F: 3 clusters Score -8763128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 47265 members 
Entering Unmasked Estep 
Score: -8763134.000000 Penalty: 13267.047852
	Iteration 41Q: 3 clusters Score -8763134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 47266 members 
Entering Unmasked Estep 
Score: -8763137.000000 Penalty: 13267.047852
	Iteration 42Q: 3 clusters Score -8763137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 47267 members 
Entering Unmasked Estep 
Score: -8763141.000000 Penalty: 13267.047852
	Iteration 43Q: 3 clusters Score -8763141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 47267 members 
Entering Unmasked Estep 
Score: -8763141.000000 Penalty: 13267.047852
	Iteration 44F: 3 clusters Score -8763141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 2 contains 8538 members 
Mstep: Class 3 contains 29776 members 
Mstep: Class 4 contains 29441 members 
Mstep: Class 5 contains 39064 members 
Mstep: Class 7 contains 2700 members 
Mstep: Class 9 contains 13167 members 
Mstep: Class 10 contains 150220 members 
Mstep: Class 12 contains 21812 members 
Mstep: Class 13 contains 20968 members 
Mstep: Class 15 contains 1490 members 
Mstep: Class 16 contains 2761 members 
Mstep: Class 17 contains 92062 members 
Mstep: Class 18 contains 588473 members 
Mstep: Class 20 contains 647 members 
Mstep: Class 21 contains 12184 members 
Mstep: Class 22 contains 50526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233270704.000000 Penalty: 164477.890625
Iteration 39Q: 20 clusters Score -2.332707e+08 nChanged 21191
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 296525 members 
Mstep: Class 2 contains 8512 members 
Mstep: Class 3 contains 30213 members 
Mstep: Class 4 contains 31588 members 
Mstep: Class 5 contains 39118 members 
Mstep: Class 6 contains 2680 members 
Mstep: Class 7 contains 2700 members 
Mstep: Class 8 contains 5690 members 
Mstep: Class 9 contains 13345 members 
Mstep: Class 10 contains 153636 members 
Mstep: Class 12 contains 21817 members 
Mstep: Class 13 contains 21274 members 
Mstep: Class 15 contains 1489 members 
Mstep: Class 16 contains 2763 members 
Mstep: Class 17 contains 91607 members 
Mstep: Class 18 contains 587877 members 
Mstep: Class 20 contains 646 members 
Mstep: Class 21 contains 12162 members 
Mstep: Class 22 contains 50613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233275552.000000 Penalty: 164477.890625
Iteration 40F: 20 clusters Score -2.332756e+08 nChanged 17985
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 293706 members 
Mstep: Class 2 contains 8479 members 
Mstep: Class 3 contains 30160 members 
Mstep: Class 4 contains 33865 members 
Mstep: Class 5 contains 39075 members 
Mstep: Class 6 contains 2679 members 
Mstep: Class 7 contains 2704 members 
Mstep: Class 8 contains 6523 members 
Mstep: Class 9 contains 13646 members 
Mstep: Class 10 contains 156483 members 
Mstep: Class 12 contains 21710 members 
Mstep: Class 13 contains 21687 members 
Mstep: Class 15 contains 1489 members 
Mstep: Class 16 contains 2765 members 
Mstep: Class 17 contains 91285 members 
Mstep: Class 18 contains 584795 members 
Mstep: Class 20 contains 646 members 
Mstep: Class 21 contains 12132 members 
Mstep: Class 22 contains 50428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233279504.000000 Penalty: 164477.890625
Iteration 41Q: 20 clusters Score -2.332795e+08 nChanged 15188
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 289730 members 
Mstep: Class 2 contains 8447 members 
Mstep: Class 3 contains 30224 members 
Mstep: Class 4 contains 36208 members 
Mstep: Class 5 contains 39068 members 
Mstep: Class 6 contains 2679 members 
Mstep: Class 7 contains 2704 members 
Mstep: Class 8 contains 7225 members 
Mstep: Class 9 contains 13939 members 
Mstep: Class 10 contains 159545 members 
Mstep: Class 12 contains 21644 members 
Mstep: Class 13 contains 22152 members 
Mstep: Class 15 contains 1478 members 
Mstep: Class 16 contains 2765 members 
Mstep: Class 17 contains 90950 members 
Mstep: Class 18 contains 582464 members 
Mstep: Class 20 contains 647 members 
Mstep: Class 21 contains 12108 members 
Mstep: Class 22 contains 50280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233283600.000000 Penalty: 164477.890625
Iteration 42Q: 20 clusters Score -2.332836e+08 nChanged 14147
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 285417 members 
Mstep: Class 2 contains 8406 members 
Mstep: Class 3 contains 30298 members 
Mstep: Class 4 contains 38622 members 
Mstep: Class 5 contains 39086 members 
Mstep: Class 6 contains 2679 members 
Mstep: Class 7 contains 2708 members 
Mstep: Class 8 contains 7863 members 
Mstep: Class 9 contains 14249 members 
Mstep: Class 10 contains 162738 members 
Mstep: Class 12 contains 21586 members 
Mstep: Class 13 contains 22605 members 
Mstep: Class 15 contains 1473 members 
Mstep: Class 16 contains 2765 members 
Mstep: Class 17 contains 90671 members 
Mstep: Class 18 contains 580221 members 
Mstep: Class 20 contains 647 members 
Mstep: Class 21 contains 12080 members 
Mstep: Class 22 contains 50143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233286192.000000 Penalty: 164477.890625
Iteration 43Q: 20 clusters Score -2.332862e+08 nChanged 13792
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 280713 members 
Mstep: Class 2 contains 8382 members 
Mstep: Class 3 contains 30399 members 
Mstep: Class 4 contains 41122 members 
Mstep: Class 5 contains 39105 members 
Mstep: Class 6 contains 2678 members 
Mstep: Class 7 contains 2714 members 
Mstep: Class 8 contains 8429 members 
Mstep: Class 9 contains 14566 members 
Mstep: Class 10 contains 166030 members 
Mstep: Class 12 contains 21548 members 
Mstep: Class 13 contains 23040 members 
Mstep: Class 15 contains 1468 members 
Mstep: Class 16 contains 2764 members 
Mstep: Class 17 contains 90442 members 
Mstep: Class 18 contains 578141 members 
Mstep: Class 20 contains 646 members 
Mstep: Class 21 contains 12056 members 
Mstep: Class 22 contains 50014 members 
Entering Unmasked Estep 
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Score: -233289008.000000 Penalty: 164477.890625
Iteration 44Q: 20 clusters Score -2.33289e+08 nChanged 13150
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 275918 members 
Mstep: Class 2 contains 8348 members 
Mstep: Class 3 contains 30482 members 
Mstep: Class 4 contains 43662 members 
Mstep: Class 5 contains 39133 members 
Mstep: Class 6 contains 2678 members 
Mstep: Class 7 contains 2721 members 
Mstep: Class 8 contains 8918 members 
Mstep: Class 9 contains 14869 members 
Mstep: Class 10 contains 169386 members 
Mstep: Class 12 contains 21512 members 
Mstep: Class 13 contains 23366 members 
Mstep: Class 15 contains 1465 members 
Mstep: Class 16 contains 2764 members 
Mstep: Class 17 contains 90256 members 
Mstep: Class 18 contains 576232 members 
Mstep: Class 20 contains 646 members 
Mstep: Class 21 contains 12031 members 
Mstep: Class 22 contains 49870 members 
Entering Unmasked Estep 
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Iteration 45Q: 20 clusters Score -2.332918e+08 nChanged 12685
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 271160 members 
Mstep: Class 2 contains 8322 members 
Mstep: Class 3 contains 30541 members 
Mstep: Class 4 contains 45969 members 
Mstep: Class 5 contains 39151 members 
Mstep: Class 6 contains 2678 members 
Mstep: Class 7 contains 2727 members 
Mstep: Class 8 contains 9317 members 
Mstep: Class 9 contains 15243 members 
Mstep: Class 10 contains 172862 members 
Mstep: Class 12 contains 21471 members 
Mstep: Class 13 contains 23652 members 
Mstep: Class 15 contains 1462 members 
Mstep: Class 16 contains 2763 members 
Mstep: Class 17 contains 90073 members 
Mstep: Class 18 contains 574484 members 
Mstep: Class 20 contains 646 members 
Mstep: Class 21 contains 12010 members 
Mstep: Class 22 contains 49726 members 
Entering Unmasked Estep 
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Iteration 46Q: 20 clusters Score -2.33295e+08 nChanged 12177
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 266639 members 
Mstep: Class 2 contains 8301 members 
Mstep: Class 3 contains 30596 members 
Mstep: Class 4 contains 48050 members 
Mstep: Class 5 contains 39181 members 
Mstep: Class 6 contains 2678 members 
Mstep: Class 7 contains 2728 members 
Mstep: Class 8 contains 9684 members 
Mstep: Class 9 contains 15609 members 
Mstep: Class 10 contains 176418 members 
Mstep: Class 12 contains 21432 members 
Mstep: Class 13 contains 23932 members 
Mstep: Class 15 contains 1458 members 
Mstep: Class 16 contains 2762 members 
Mstep: Class 17 contains 89964 members 
Mstep: Class 18 contains 572592 members 
Mstep: Class 20 contains 646 members 
Mstep: Class 21 contains 11987 members 
Mstep: Class 22 contains 49600 members 
Entering Unmasked Estep 
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Iteration 47Q: 20 clusters Score -2.332976e+08 nChanged 11651
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 262187 members 
Mstep: Class 2 contains 8284 members 
Mstep: Class 3 contains 30634 members 
Mstep: Class 4 contains 49878 members 
Mstep: Class 5 contains 39216 members 
Mstep: Class 6 contains 2678 members 
Mstep: Class 7 contains 2728 members 
Mstep: Class 8 contains 9994 members 
Mstep: Class 9 contains 16003 members 
Mstep: Class 10 contains 180121 members 
Mstep: Class 12 contains 21405 members 
Mstep: Class 13 contains 24139 members 
Mstep: Class 15 contains 1455 members 
Mstep: Class 16 contains 2762 members 
Mstep: Class 17 contains 89818 members 
Mstep: Class 18 contains 570851 members 
Mstep: Class 20 contains 645 members 
Mstep: Class 21 contains 11974 members 
Mstep: Class 22 contains 49485 members 
Entering Unmasked Estep 
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Iteration 48Q: 20 clusters Score -2.333002e+08 nChanged 11304
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 257764 members 
Mstep: Class 2 contains 8278 members 
Mstep: Class 3 contains 30669 members 
Mstep: Class 4 contains 51328 members 
Mstep: Class 5 contains 39256 members 
Mstep: Class 6 contains 2678 members 
Mstep: Class 7 contains 2728 members 
Mstep: Class 8 contains 10264 members 
Mstep: Class 9 contains 16371 members 
Mstep: Class 10 contains 184169 members 
Mstep: Class 12 contains 21375 members 
Mstep: Class 13 contains 24321 members 
Mstep: Class 15 contains 1451 members 
Mstep: Class 16 contains 2762 members 
Mstep: Class 17 contains 89653 members 
Mstep: Class 18 contains 569208 members 
Mstep: Class 20 contains 645 members 
Mstep: Class 21 contains 11963 members 
Mstep: Class 22 contains 49374 members 
Entering Unmasked Estep 
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Iteration 49Q: 20 clusters Score -2.333028e+08 nChanged 10817
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 253590 members 
Mstep: Class 2 contains 8264 members 
Mstep: Class 3 contains 30708 members 
Mstep: Class 4 contains 52504 members 
Mstep: Class 5 contains 39334 members 
Mstep: Class 6 contains 2678 members 
Mstep: Class 7 contains 2729 members 
Mstep: Class 8 contains 10525 members 
Mstep: Class 9 contains 16721 members 
Mstep: Class 10 contains 188309 members 
Mstep: Class 12 contains 21340 members 
Mstep: Class 13 contains 24477 members 
Mstep: Class 15 contains 1446 members 
Mstep: Class 16 contains 2762 members 
Mstep: Class 17 contains 89494 members 
Mstep: Class 18 contains 567534 members 
Mstep: Class 20 contains 646 members 
Mstep: Class 21 contains 11950 members 
Mstep: Class 22 contains 49246 members 
Entering Unmasked Estep 
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Iteration 50Q: 20 clusters Score -2.333048e+08 nChanged 10435
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 249595 members 
Mstep: Class 2 contains 8253 members 
Mstep: Class 3 contains 30709 members 
Mstep: Class 4 contains 53510 members 
Mstep: Class 5 contains 39395 members 
Mstep: Class 6 contains 2678 members 
Mstep: Class 7 contains 2728 members 
Mstep: Class 8 contains 10736 members 
Mstep: Class 9 contains 17091 members 
Mstep: Class 10 contains 192663 members 
Mstep: Class 12 contains 21304 members 
Mstep: Class 13 contains 24583 members 
Mstep: Class 15 contains 1442 members 
Mstep: Class 16 contains 2762 members 
Mstep: Class 17 contains 89337 members 
Mstep: Class 18 contains 565771 members 
Mstep: Class 20 contains 646 members 
Mstep: Class 21 contains 11941 members 
Mstep: Class 22 contains 49113 members 
Entering Unmasked Estep 
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Iteration 51Q: 20 clusters Score -2.333077e+08 nChanged 10036
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 245848 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 30713 members 
Mstep: Class 4 contains 54266 members 
Mstep: Class 5 contains 39479 members 
Mstep: Class 6 contains 2678 members 
Mstep: Class 7 contains 2727 members 
Mstep: Class 8 contains 10928 members 
Mstep: Class 9 contains 17469 members 
Mstep: Class 10 contains 197093 members 
Mstep: Class 12 contains 21262 members 
Mstep: Class 13 contains 24671 members 
Mstep: Class 15 contains 1435 members 
Mstep: Class 16 contains 2762 members 
Mstep: Class 17 contains 89193 members 
Mstep: Class 18 contains 563920 members 
Mstep: Class 20 contains 646 members 
Mstep: Class 21 contains 11932 members 
Mstep: Class 22 contains 48983 members 
Entering Unmasked Estep 
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Iteration 52Q: 20 clusters Score -2.333093e+08 nChanged 9763
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 242342 members 
Mstep: Class 2 contains 8248 members 
Mstep: Class 3 contains 30708 members 
Mstep: Class 4 contains 54818 members 
Mstep: Class 5 contains 39590 members 
Mstep: Class 6 contains 2678 members 
Mstep: Class 7 contains 2723 members 
Mstep: Class 8 contains 11107 members 
Mstep: Class 9 contains 17830 members 
Mstep: Class 10 contains 201643 members 
Mstep: Class 12 contains 21226 members 
Mstep: Class 13 contains 24743 members 
Mstep: Class 15 contains 1431 members 
Mstep: Class 16 contains 2762 members 
Mstep: Class 17 contains 89044 members 
Mstep: Class 18 contains 561991 members 
Mstep: Class 20 contains 645 members 
Mstep: Class 21 contains 11915 members 
Mstep: Class 22 contains 48813 members 
Entering Unmasked Estep 
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Iteration 53Q: 20 clusters Score -2.333114e+08 nChanged 9445
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 239011 members 
Mstep: Class 2 contains 8244 members 
Mstep: Class 3 contains 30724 members 
Mstep: Class 4 contains 55237 members 
Mstep: Class 5 contains 39673 members 
Mstep: Class 6 contains 2678 members 
Mstep: Class 7 contains 2727 members 
Mstep: Class 8 contains 11266 members 
Mstep: Class 9 contains 18155 members 
Mstep: Class 10 contains 206276 members 
Mstep: Class 12 contains 21197 members 
Mstep: Class 13 contains 24787 members 
Mstep: Class 15 contains 1428 members 
Mstep: Class 16 contains 2762 members 
Mstep: Class 17 contains 88937 members 
Mstep: Class 18 contains 559925 members 
Mstep: Class 20 contains 645 members 
Mstep: Class 21 contains 11900 members 
Mstep: Class 22 contains 48685 members 
Entering Unmasked Estep 
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Iteration 54Q: 20 clusters Score -2.333128e+08 nChanged 9327
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 235839 members 
Mstep: Class 2 contains 8242 members 
Mstep: Class 3 contains 30733 members 
Mstep: Class 4 contains 55533 members 
Mstep: Class 5 contains 39748 members 
Mstep: Class 6 contains 2678 members 
Mstep: Class 7 contains 2731 members 
Mstep: Class 8 contains 11411 members 
Mstep: Class 9 contains 18494 members 
Mstep: Class 10 contains 211098 members 
Mstep: Class 12 contains 21171 members 
Mstep: Class 13 contains 24817 members 
Mstep: Class 15 contains 1424 members 
Mstep: Class 16 contains 2762 members 
Mstep: Class 17 contains 88809 members 
Mstep: Class 18 contains 557702 members 
Mstep: Class 20 contains 644 members 
Mstep: Class 21 contains 11889 members 
Mstep: Class 22 contains 48532 members 
Entering Unmasked Estep 
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Iteration 55Q: 20 clusters Score -2.333151e+08 nChanged 8997
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 232902 members 
Mstep: Class 2 contains 8238 members 
Mstep: Class 3 contains 30701 members 
Mstep: Class 4 contains 55735 members 
Mstep: Class 5 contains 39802 members 
Mstep: Class 6 contains 2678 members 
Mstep: Class 7 contains 2736 members 
Mstep: Class 8 contains 11563 members 
Mstep: Class 9 contains 18759 members 
Mstep: Class 10 contains 215909 members 
Mstep: Class 12 contains 21146 members 
Mstep: Class 13 contains 24839 members 
Mstep: Class 15 contains 1421 members 
Mstep: Class 16 contains 2762 members 
Mstep: Class 17 contains 88705 members 
Mstep: Class 18 contains 555483 members 
Mstep: Class 20 contains 644 members 
Mstep: Class 21 contains 11877 members 
Mstep: Class 22 contains 48357 members 
Entering Unmasked Estep 
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Iteration 56Q: 20 clusters Score -2.333161e+08 nChanged 8817
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 230079 members 
Mstep: Class 2 contains 8238 members 
Mstep: Class 3 contains 30669 members 
Mstep: Class 4 contains 55877 members 
Mstep: Class 5 contains 39822 members 
Mstep: Class 6 contains 2678 members 
Mstep: Class 7 contains 2739 members 
Mstep: Class 8 contains 11692 members 
Mstep: Class 9 contains 19046 members 
Mstep: Class 10 contains 220739 members 
Mstep: Class 12 contains 21122 members 
Mstep: Class 13 contains 24860 members 
Mstep: Class 15 contains 1421 members 
Mstep: Class 16 contains 2762 members 
Mstep: Class 17 contains 88590 members 
Mstep: Class 18 contains 553188 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 11867 members 
Mstep: Class 22 contains 48225 members 
Entering Unmasked Estep 
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Iteration 57Q: 20 clusters Score -2.333183e+08 nChanged 8646
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 227512 members 
Mstep: Class 2 contains 8230 members 
Mstep: Class 3 contains 30661 members 
Mstep: Class 4 contains 55993 members 
Mstep: Class 5 contains 39800 members 
Mstep: Class 6 contains 2678 members 
Mstep: Class 7 contains 2736 members 
Mstep: Class 8 contains 11804 members 
Mstep: Class 9 contains 19333 members 
Mstep: Class 10 contains 225368 members 
Mstep: Class 12 contains 21104 members 
Mstep: Class 13 contains 24867 members 
Mstep: Class 15 contains 1420 members 
Mstep: Class 16 contains 2762 members 
Mstep: Class 17 contains 88468 members 
Mstep: Class 18 contains 550893 members 
Mstep: Class 20 contains 644 members 
Mstep: Class 21 contains 11857 members 
Mstep: Class 22 contains 48127 members 
Entering Unmasked Estep 
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Iteration 58Q: 20 clusters Score -2.333205e+08 nChanged 8343
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 225143 members 
Mstep: Class 2 contains 8227 members 
Mstep: Class 3 contains 30644 members 
Mstep: Class 4 contains 56057 members 
Mstep: Class 5 contains 39708 members 
Mstep: Class 6 contains 2678 members 
Mstep: Class 7 contains 2735 members 
Mstep: Class 8 contains 11924 members 
Mstep: Class 9 contains 19592 members 
Mstep: Class 10 contains 229760 members 
Mstep: Class 12 contains 21090 members 
Mstep: Class 13 contains 24880 members 
Mstep: Class 15 contains 1418 members 
Mstep: Class 16 contains 2762 members 
Mstep: Class 17 contains 88345 members 
Mstep: Class 18 contains 548783 members 
Mstep: Class 20 contains 644 members 
Mstep: Class 21 contains 11846 members 
Mstep: Class 22 contains 48021 members 
Entering Unmasked Estep 
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Iteration 59Q: 20 clusters Score -2.33322e+08 nChanged 8204
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 222991 members 
Mstep: Class 2 contains 8213 members 
Mstep: Class 3 contains 30606 members 
Mstep: Class 4 contains 56079 members 
Mstep: Class 5 contains 39594 members 
Mstep: Class 6 contains 2677 members 
Mstep: Class 7 contains 2733 members 
Mstep: Class 8 contains 12027 members 
Mstep: Class 9 contains 19815 members 
Mstep: Class 10 contains 234094 members 
Mstep: Class 12 contains 21080 members 
Mstep: Class 13 contains 24889 members 
Mstep: Class 15 contains 1417 members 
Mstep: Class 16 contains 2762 members 
Mstep: Class 17 contains 88247 members 
Mstep: Class 18 contains 546668 members 
Mstep: Class 20 contains 644 members 
Mstep: Class 21 contains 11838 members 
Mstep: Class 22 contains 47883 members 
Entering Unmasked Estep 
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Iteration 60F: 20 clusters Score -2.33323e+08 nChanged 8006
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 221066 members 
Mstep: Class 2 contains 8202 members 
Mstep: Class 3 contains 30598 members 
Mstep: Class 4 contains 56098 members 
Mstep: Class 5 contains 39489 members 
Mstep: Class 6 contains 2677 members 
Mstep: Class 7 contains 2736 members 
Mstep: Class 8 contains 12150 members 
Mstep: Class 9 contains 20103 members 
Mstep: Class 10 contains 238181 members 
Mstep: Class 12 contains 21067 members 
Mstep: Class 13 contains 24887 members 
Mstep: Class 15 contains 1414 members 
Mstep: Class 16 contains 2762 members 
Mstep: Class 17 contains 88138 members 
Mstep: Class 18 contains 544462 members 
Mstep: Class 20 contains 644 members 
Mstep: Class 21 contains 11821 members 
Mstep: Class 22 contains 47762 members 
Entering Unmasked Estep 
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Iteration 61Q: 20 clusters Score -2.333231e+08 nChanged 7687
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 219343 members 
Mstep: Class 2 contains 8186 members 
Mstep: Class 3 contains 30572 members 
Mstep: Class 4 contains 56099 members 
Mstep: Class 5 contains 39364 members 
Mstep: Class 6 contains 2677 members 
Mstep: Class 7 contains 2737 members 
Mstep: Class 8 contains 12253 members 
Mstep: Class 9 contains 20367 members 
Mstep: Class 10 contains 241977 members 
Mstep: Class 12 contains 21052 members 
Mstep: Class 13 contains 24854 members 
Mstep: Class 15 contains 1412 members 
Mstep: Class 16 contains 2762 members 
Mstep: Class 17 contains 88027 members 
Mstep: Class 18 contains 542451 members 
Mstep: Class 20 contains 644 members 
Mstep: Class 21 contains 11801 members 
Mstep: Class 22 contains 47679 members 
Entering Unmasked Estep 
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Iteration 62Q: 20 clusters Score -2.333243e+08 nChanged 7354
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 217900 members 
Mstep: Class 2 contains 8174 members 
Mstep: Class 3 contains 30513 members 
Mstep: Class 4 contains 56075 members 
Mstep: Class 5 contains 39205 members 
Mstep: Class 6 contains 2677 members 
Mstep: Class 7 contains 2747 members 
Mstep: Class 8 contains 12374 members 
Mstep: Class 9 contains 20586 members 
Mstep: Class 10 contains 245504 members 
Mstep: Class 12 contains 21039 members 
Mstep: Class 13 contains 24831 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 2761 members 
Mstep: Class 17 contains 87967 members 
Mstep: Class 18 contains 540490 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 11780 members 
Mstep: Class 22 contains 47580 members 
Entering Unmasked Estep 
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Iteration 63Q: 20 clusters Score -2.333254e+08 nChanged 6962
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 216606 members 
Mstep: Class 2 contains 8159 members 
Mstep: Class 3 contains 30460 members 
Mstep: Class 4 contains 56038 members 
Mstep: Class 5 contains 39048 members 
Mstep: Class 6 contains 2677 members 
Mstep: Class 7 contains 2756 members 
Mstep: Class 8 contains 12479 members 
Mstep: Class 9 contains 20789 members 
Mstep: Class 10 contains 248654 members 
Mstep: Class 12 contains 21029 members 
Mstep: Class 13 contains 24789 members 
Mstep: Class 15 contains 1408 members 
Mstep: Class 16 contains 2761 members 
Mstep: Class 17 contains 87888 members 
Mstep: Class 18 contains 538810 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 11758 members 
Mstep: Class 22 contains 47505 members 
Entering Unmasked Estep 
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Iteration 64Q: 20 clusters Score -2.333262e+08 nChanged 6617
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 215418 members 
Mstep: Class 2 contains 8134 members 
Mstep: Class 3 contains 30419 members 
Mstep: Class 4 contains 55976 members 
Mstep: Class 5 contains 38883 members 
Mstep: Class 6 contains 2677 members 
Mstep: Class 7 contains 2760 members 
Mstep: Class 8 contains 12560 members 
Mstep: Class 9 contains 20953 members 
Mstep: Class 10 contains 251633 members 
Mstep: Class 12 contains 21019 members 
Mstep: Class 13 contains 24753 members 
Mstep: Class 15 contains 1409 members 
Mstep: Class 16 contains 2761 members 
Mstep: Class 17 contains 87851 members 
Mstep: Class 18 contains 537226 members 
Mstep: Class 20 contains 642 members 
Mstep: Class 21 contains 11728 members 
Mstep: Class 22 contains 47455 members 
Entering Unmasked Estep 
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Iteration 65Q: 20 clusters Score -2.333272e+08 nChanged 6092
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 214393 members 
Mstep: Class 2 contains 8103 members 
Mstep: Class 3 contains 30390 members 
Mstep: Class 4 contains 55900 members 
Mstep: Class 5 contains 38743 members 
Mstep: Class 6 contains 2677 members 
Mstep: Class 7 contains 2768 members 
Mstep: Class 8 contains 12635 members 
Mstep: Class 9 contains 21106 members 
Mstep: Class 10 contains 254262 members 
Mstep: Class 12 contains 21010 members 
Mstep: Class 13 contains 24714 members 
Mstep: Class 15 contains 1410 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 87820 members 
Mstep: Class 18 contains 535810 members 
Mstep: Class 20 contains 641 members 
Mstep: Class 21 contains 11705 members 
Mstep: Class 22 contains 47410 members 
Entering Unmasked Estep 
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Iteration 66Q: 20 clusters Score -2.333274e+08 nChanged 5766
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 213502 members 
Mstep: Class 2 contains 8070 members 
Mstep: Class 3 contains 30366 members 
Mstep: Class 4 contains 55831 members 
Mstep: Class 5 contains 38578 members 
Mstep: Class 6 contains 2677 members 
Mstep: Class 7 contains 2776 members 
Mstep: Class 8 contains 12712 members 
Mstep: Class 9 contains 21229 members 
Mstep: Class 10 contains 256852 members 
Mstep: Class 12 contains 21001 members 
Mstep: Class 13 contains 24675 members 
Mstep: Class 15 contains 1409 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 87804 members 
Mstep: Class 18 contains 534331 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 11680 members 
Mstep: Class 22 contains 47364 members 
Entering Unmasked Estep 
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Iteration 67Q: 20 clusters Score -2.333285e+08 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 212721 members 
Mstep: Class 2 contains 8028 members 
Mstep: Class 3 contains 30340 members 
Mstep: Class 4 contains 55765 members 
Mstep: Class 5 contains 38417 members 
Mstep: Class 6 contains 2677 members 
Mstep: Class 7 contains 2788 members 
Mstep: Class 8 contains 12769 members 
Mstep: Class 9 contains 21348 members 
Mstep: Class 10 contains 259145 members 
Mstep: Class 12 contains 20992 members 
Mstep: Class 13 contains 24638 members 
Mstep: Class 15 contains 1409 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 87780 members 
Mstep: Class 18 contains 533069 members 
Mstep: Class 20 contains 641 members 
Mstep: Class 21 contains 11668 members 
Mstep: Class 22 contains 47302 members 
Entering Unmasked Estep 
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Iteration 68Q: 20 clusters Score -2.333293e+08 nChanged 4957
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 212125 members 
Mstep: Class 2 contains 7977 members 
Mstep: Class 3 contains 30280 members 
Mstep: Class 4 contains 55692 members 
Mstep: Class 5 contains 38307 members 
Mstep: Class 6 contains 2677 members 
Mstep: Class 7 contains 2798 members 
Mstep: Class 8 contains 12826 members 
Mstep: Class 9 contains 21469 members 
Mstep: Class 10 contains 261047 members 
Mstep: Class 12 contains 20980 members 
Mstep: Class 13 contains 24598 members 
Mstep: Class 15 contains 1408 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 87756 members 
Mstep: Class 18 contains 532016 members 
Mstep: Class 20 contains 641 members 
Mstep: Class 21 contains 11650 members 
Mstep: Class 22 contains 47250 members 
Entering Unmasked Estep 
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Iteration 69Q: 20 clusters Score -2.333299e+08 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 211626 members 
Mstep: Class 2 contains 7930 members 
Mstep: Class 3 contains 30233 members 
Mstep: Class 4 contains 55612 members 
Mstep: Class 5 contains 38183 members 
Mstep: Class 6 contains 2677 members 
Mstep: Class 7 contains 2803 members 
Mstep: Class 8 contains 12868 members 
Mstep: Class 9 contains 21582 members 
Mstep: Class 10 contains 262719 members 
Mstep: Class 12 contains 20975 members 
Mstep: Class 13 contains 24559 members 
Mstep: Class 15 contains 1407 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 87747 members 
Mstep: Class 18 contains 531070 members 
Mstep: Class 20 contains 641 members 
Mstep: Class 21 contains 11638 members 
Mstep: Class 22 contains 47227 members 
Entering Unmasked Estep 
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Iteration 70Q: 20 clusters Score -2.333299e+08 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 211271 members 
Mstep: Class 2 contains 7891 members 
Mstep: Class 3 contains 30219 members 
Mstep: Class 4 contains 55504 members 
Mstep: Class 5 contains 38039 members 
Mstep: Class 6 contains 2677 members 
Mstep: Class 7 contains 2808 members 
Mstep: Class 8 contains 12911 members 
Mstep: Class 9 contains 21672 members 
Mstep: Class 10 contains 264141 members 
Mstep: Class 12 contains 20968 members 
Mstep: Class 13 contains 24533 members 
Mstep: Class 15 contains 1407 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 87752 members 
Mstep: Class 18 contains 530235 members 
Mstep: Class 20 contains 641 members 
Mstep: Class 21 contains 11615 members 
Mstep: Class 22 contains 47213 members 
Entering Unmasked Estep 
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Iteration 71Q: 20 clusters Score -2.333297e+08 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 210931 members 
Mstep: Class 2 contains 7864 members 
Mstep: Class 3 contains 30213 members 
Mstep: Class 4 contains 55398 members 
Mstep: Class 5 contains 37896 members 
Mstep: Class 6 contains 2677 members 
Mstep: Class 7 contains 2811 members 
Mstep: Class 8 contains 12965 members 
Mstep: Class 9 contains 21724 members 
Mstep: Class 10 contains 265510 members 
Mstep: Class 12 contains 20962 members 
Mstep: Class 13 contains 24524 members 
Mstep: Class 15 contains 1406 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 87754 members 
Mstep: Class 18 contains 529430 members 
Mstep: Class 20 contains 641 members 
Mstep: Class 21 contains 11597 members 
Mstep: Class 22 contains 47194 members 
Entering Unmasked Estep 
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Iteration 72Q: 20 clusters Score -2.333294e+08 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 210687 members 
Mstep: Class 2 contains 7831 members 
Mstep: Class 3 contains 30189 members 
Mstep: Class 4 contains 55315 members 
Mstep: Class 5 contains 37768 members 
Mstep: Class 6 contains 2677 members 
Mstep: Class 7 contains 2807 members 
Mstep: Class 8 contains 13006 members 
Mstep: Class 9 contains 21805 members 
Mstep: Class 10 contains 266769 members 
Mstep: Class 12 contains 20960 members 
Mstep: Class 13 contains 24499 members 
Mstep: Class 15 contains 1407 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 87766 members 
Mstep: Class 18 contains 528607 members 
Mstep: Class 20 contains 641 members 
Mstep: Class 21 contains 11588 members 
Mstep: Class 22 contains 47175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233329568.000000 Penalty: 164477.890625
Iteration 73Q: 20 clusters Score -2.333296e+08 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 210521 members 
Mstep: Class 2 contains 7787 members 
Mstep: Class 3 contains 30171 members 
Mstep: Class 4 contains 55247 members 
Mstep: Class 5 contains 37711 members 
Mstep: Class 6 contains 2677 members 
Mstep: Class 7 contains 2812 members 
Mstep: Class 8 contains 13044 members 
Mstep: Class 9 contains 21892 members 
Mstep: Class 10 contains 267856 members 
Mstep: Class 12 contains 20955 members 
Mstep: Class 13 contains 24477 members 
Mstep: Class 15 contains 1406 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 87783 members 
Mstep: Class 18 contains 527794 members 
Mstep: Class 20 contains 641 members 
Mstep: Class 21 contains 11573 members 
Mstep: Class 22 contains 47150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233329552.000000 Penalty: 164477.890625
Iteration 74Q: 20 clusters Score -2.333296e+08 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 210371 members 
Mstep: Class 2 contains 7743 members 
Mstep: Class 3 contains 30145 members 
Mstep: Class 4 contains 55193 members 
Mstep: Class 5 contains 37626 members 
Mstep: Class 6 contains 2677 members 
Mstep: Class 7 contains 2814 members 
Mstep: Class 8 contains 13077 members 
Mstep: Class 9 contains 21971 members 
Mstep: Class 10 contains 268819 members 
Mstep: Class 12 contains 20946 members 
Mstep: Class 13 contains 24460 members 
Mstep: Class 15 contains 1406 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 87805 members 
Mstep: Class 18 contains 527133 members 
Mstep: Class 20 contains 641 members 
Mstep: Class 21 contains 11557 members 
Mstep: Class 22 contains 47113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233330368.000000 Penalty: 164477.890625
Iteration 75Q: 20 clusters Score -2.333304e+08 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 210276 members 
Mstep: Class 2 contains 7698 members 
Mstep: Class 3 contains 30105 members 
Mstep: Class 4 contains 55123 members 
Mstep: Class 5 contains 37545 members 
Mstep: Class 6 contains 2677 members 
Mstep: Class 7 contains 2812 members 
Mstep: Class 8 contains 13109 members 
Mstep: Class 9 contains 22054 members 
Mstep: Class 10 contains 269686 members 
Mstep: Class 12 contains 20941 members 
Mstep: Class 13 contains 24448 members 
Mstep: Class 15 contains 1406 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 87829 members 
Mstep: Class 18 contains 526527 members 
Mstep: Class 20 contains 642 members 
Mstep: Class 21 contains 11542 members 
Mstep: Class 22 contains 47077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233330176.000000 Penalty: 164477.890625
Iteration 76Q: 20 clusters Score -2.333302e+08 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 210132 members 
Mstep: Class 2 contains 7665 members 
Mstep: Class 3 contains 30075 members 
Mstep: Class 4 contains 55072 members 
Mstep: Class 5 contains 37464 members 
Mstep: Class 6 contains 2677 members 
Mstep: Class 7 contains 2808 members 
Mstep: Class 8 contains 13135 members 
Mstep: Class 9 contains 22121 members 
Mstep: Class 10 contains 270532 members 
Mstep: Class 12 contains 20934 members 
Mstep: Class 13 contains 24437 members 
Mstep: Class 15 contains 1406 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 87846 members 
Mstep: Class 18 contains 525975 members 
Mstep: Class 20 contains 642 members 
Mstep: Class 21 contains 11528 members 
Mstep: Class 22 contains 47048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233330272.000000 Penalty: 164477.890625
Iteration 77Q: 20 clusters Score -2.333303e+08 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 209982 members 
Mstep: Class 2 contains 7634 members 
Mstep: Class 3 contains 30050 members 
Mstep: Class 4 contains 55037 members 
Mstep: Class 5 contains 37412 members 
Mstep: Class 6 contains 2677 members 
Mstep: Class 7 contains 2808 members 
Mstep: Class 8 contains 13149 members 
Mstep: Class 9 contains 22166 members 
Mstep: Class 10 contains 271316 members 
Mstep: Class 12 contains 20928 members 
Mstep: Class 13 contains 24428 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 87857 members 
Mstep: Class 18 contains 525470 members 
Mstep: Class 20 contains 642 members 
Mstep: Class 21 contains 11516 members 
Mstep: Class 22 contains 47020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233330624.000000 Penalty: 164477.890625
Iteration 78Q: 20 clusters Score -2.333306e+08 nChanged 2145
Entering ConstructFrom: 
Score: -233330624.000000 Penalty: 164477.890625
Entering ConstructFrom: 
Trying to split cluster 1 (209857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209857 members 
Entering Unmasked Estep 
Score: -36160844.000000 Penalty: 7505.686523
	Iteration 0F: 2 clusters Score -3.616084e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104819 members 
Mstep: Class 2 contains 105038 members 
Entering Unmasked Estep 
Score: -36020620.000000 Penalty: 15011.373047
	Iteration 0F: 3 clusters Score -3.602062e+07 nChanged 98746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103511 members 
Mstep: Class 2 contains 106346 members 
Entering Unmasked Estep 
Score: -36076996.000000 Penalty: 15011.373047
	Iteration 1F: 3 clusters Score -3.6077e+07 nChanged 6767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102768 members 
Mstep: Class 2 contains 107089 members 
Entering Unmasked Estep 
Score: -36078288.000000 Penalty: 15011.373047
	Iteration 2Q: 3 clusters Score -3.607829e+07 nChanged 6645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101655 members 
Mstep: Class 2 contains 108202 members 
Entering Unmasked Estep 
Score: -36079708.000000 Penalty: 15011.373047
	Iteration 3Q: 3 clusters Score -3.607971e+07 nChanged 6940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99943 members 
Mstep: Class 2 contains 109914 members 
Entering Unmasked Estep 
Score: -36081812.000000 Penalty: 15011.373047
	Iteration 4Q: 3 clusters Score -3.608181e+07 nChanged 7927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97396 members 
Mstep: Class 2 contains 112461 members 
Entering Unmasked Estep 
Score: -36084676.000000 Penalty: 15011.373047
	Iteration 5Q: 3 clusters Score -3.608468e+07 nChanged 9124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93710 members 
Mstep: Class 2 contains 116147 members 
Entering Unmasked Estep 
Score: -36088852.000000 Penalty: 15011.373047
	Iteration 6Q: 3 clusters Score -3.608885e+07 nChanged 10900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88540 members 
Mstep: Class 2 contains 121317 members 
Entering Unmasked Estep 
Score: -36094708.000000 Penalty: 15011.373047
	Iteration 7F: 3 clusters Score -3.609471e+07 nChanged 12754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81586 members 
Mstep: Class 2 contains 128271 members 
Entering Unmasked Estep 
Score: -36102948.000000 Penalty: 15011.373047
	Iteration 8F: 3 clusters Score -3.610295e+07 nChanged 13728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72996 members 
Mstep: Class 2 contains 136861 members 
Entering Unmasked Estep 
Score: -36112988.000000 Penalty: 15011.373047
	Iteration 9F: 3 clusters Score -3.611299e+07 nChanged 13281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64141 members 
Mstep: Class 2 contains 145716 members 
Entering Unmasked Estep 
Score: -36123464.000000 Penalty: 15011.373047
	Iteration 10F: 3 clusters Score -3.612346e+07 nChanged 11621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56418 members 
Mstep: Class 2 contains 153439 members 
Entering Unmasked Estep 
Score: -36132492.000000 Penalty: 15011.373047
	Iteration 11F: 3 clusters Score -3.613249e+07 nChanged 8979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50151 members 
Mstep: Class 2 contains 159706 members 
Entering Unmasked Estep 
Score: -36138040.000000 Penalty: 15011.373047
	Iteration 12Q: 3 clusters Score -3.613804e+07 nChanged 6382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45129 members 
Mstep: Class 2 contains 164728 members 
Entering Unmasked Estep 
Score: -36141944.000000 Penalty: 15011.373047
	Iteration 13Q: 3 clusters Score -3.614194e+07 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40781 members 
Mstep: Class 2 contains 169076 members 
Entering Unmasked Estep 
Score: -36144768.000000 Penalty: 15011.373047
	Iteration 14Q: 3 clusters Score -3.614477e+07 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36763 members 
Mstep: Class 2 contains 173094 members 
Entering Unmasked Estep 
Score: -36147364.000000 Penalty: 15011.373047
	Iteration 15Q: 3 clusters Score -3.614736e+07 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33125 members 
Mstep: Class 2 contains 176732 members 
Entering Unmasked Estep 
Score: -36149784.000000 Penalty: 15011.373047
	Iteration 16Q: 3 clusters Score -3.614978e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30022 members 
Mstep: Class 2 contains 179835 members 
Entering Unmasked Estep 
Score: -36152336.000000 Penalty: 15011.373047
	Iteration 17Q: 3 clusters Score -3.615234e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27418 members 
Mstep: Class 2 contains 182439 members 
Entering Unmasked Estep 
Score: -36154568.000000 Penalty: 15011.373047
	Iteration 18Q: 3 clusters Score -3.615457e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 184400 members 
Entering Unmasked Estep 
Score: -36156280.000000 Penalty: 15011.373047
	Iteration 19Q: 3 clusters Score -3.615628e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 185845 members 
Entering Unmasked Estep 
Score: -36157348.000000 Penalty: 15011.373047
	Iteration 20F: 3 clusters Score -3.615735e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 186980 members 
Entering Unmasked Estep 
Score: -36157988.000000 Penalty: 15011.373047
	Iteration 21Q: 3 clusters Score -3.615799e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 187847 members 
Entering Unmasked Estep 
Score: -36158372.000000 Penalty: 15011.373047
	Iteration 22Q: 3 clusters Score -3.615837e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 188548 members 
Entering Unmasked Estep 
Score: -36158468.000000 Penalty: 15011.373047
	Iteration 23Q: 3 clusters Score -3.615847e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 189165 members 
Entering Unmasked Estep 
Score: -36158700.000000 Penalty: 15011.373047
	Iteration 24Q: 3 clusters Score -3.61587e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 189680 members 
Entering Unmasked Estep 
Score: -36158800.000000 Penalty: 15011.373047
	Iteration 25Q: 3 clusters Score -3.61588e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 190077 members 
Entering Unmasked Estep 
Score: -36158812.000000 Penalty: 15011.373047
	Iteration 26Q: 3 clusters Score -3.615881e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 190417 members 
Entering Unmasked Estep 
Score: -36158820.000000 Penalty: 15011.373047
	Iteration 27Q: 3 clusters Score -3.615882e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 190716 members 
Entering Unmasked Estep 
Score: -36158764.000000 Penalty: 15011.373047
	Iteration 28Q: 3 clusters Score -3.615876e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 190998 members 
Entering Unmasked Estep 
Score: -36158720.000000 Penalty: 15011.373047
	Iteration 29Q: 3 clusters Score -3.615872e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 191233 members 
Entering Unmasked Estep 
Score: -36158768.000000 Penalty: 15011.373047
	Iteration 30Q: 3 clusters Score -3.615877e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 191418 members 
Entering Unmasked Estep 
Score: -36158820.000000 Penalty: 15011.373047
	Iteration 31Q: 3 clusters Score -3.615882e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 191590 members 
Entering Unmasked Estep 
Score: -36158844.000000 Penalty: 15011.373047
	Iteration 32Q: 3 clusters Score -3.615884e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 191748 members 
Entering Unmasked Estep 
Score: -36158820.000000 Penalty: 15011.373047
	Iteration 33Q: 3 clusters Score -3.615882e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 191878 members 
Entering Unmasked Estep 
Score: -36158844.000000 Penalty: 15011.373047
	Iteration 34Q: 3 clusters Score -3.615884e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 192003 members 
Entering Unmasked Estep 
Score: -36158828.000000 Penalty: 15011.373047
	Iteration 35Q: 3 clusters Score -3.615883e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 192111 members 
Entering Unmasked Estep 
Score: -36158860.000000 Penalty: 15011.373047
	Iteration 36Q: 3 clusters Score -3.615886e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 192200 members 
Entering Unmasked Estep 
Score: -36158828.000000 Penalty: 15011.373047
	Iteration 37Q: 3 clusters Score -3.615883e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 192270 members 
Entering Unmasked Estep 
Score: -36158800.000000 Penalty: 15011.373047
	Iteration 38Q: 3 clusters Score -3.61588e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 192341 members 
Entering Unmasked Estep 
Score: -36158804.000000 Penalty: 15011.373047
	Iteration 39Q: 3 clusters Score -3.61588e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 192412 members 
Entering Unmasked Estep 
Score: -36158812.000000 Penalty: 15011.373047
	Iteration 40F: 3 clusters Score -3.615881e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 192472 members 
Entering Unmasked Estep 
Score: -36158816.000000 Penalty: 15011.373047
	Iteration 41Q: 3 clusters Score -3.615882e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 192528 members 
Entering Unmasked Estep 
Score: -36158832.000000 Penalty: 15011.373047
	Iteration 42Q: 3 clusters Score -3.615883e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 192564 members 
Entering Unmasked Estep 
Score: -36158828.000000 Penalty: 15011.373047
	Iteration 43Q: 3 clusters Score -3.615883e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 192612 members 
Entering Unmasked Estep 
Score: -36158812.000000 Penalty: 15011.373047
	Iteration 44Q: 3 clusters Score -3.615881e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 192647 members 
Entering Unmasked Estep 
Score: -36158812.000000 Penalty: 15011.373047
	Iteration 45Q: 3 clusters Score -3.615881e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 192677 members 
Entering Unmasked Estep 
Score: -36158844.000000 Penalty: 15011.373047
	Iteration 46Q: 3 clusters Score -3.615884e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 192717 members 
Entering Unmasked Estep 
Score: -36158852.000000 Penalty: 15011.373047
	Iteration 47Q: 3 clusters Score -3.615885e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 192741 members 
Entering Unmasked Estep 
Score: -36158856.000000 Penalty: 15011.373047
	Iteration 48Q: 3 clusters Score -3.615886e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 192763 members 
Entering Unmasked Estep 
Score: -36158840.000000 Penalty: 15011.373047
	Iteration 49Q: 3 clusters Score -3.615884e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 192785 members 
Entering Unmasked Estep 
Score: -36158892.000000 Penalty: 15011.373047
	Iteration 50Q: 3 clusters Score -3.615889e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 192805 members 
Entering Unmasked Estep 
Score: -36158920.000000 Penalty: 15011.373047
	Iteration 51Q: 3 clusters Score -3.615892e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 192830 members 
Entering Unmasked Estep 
Score: -36158892.000000 Penalty: 15011.373047
	Iteration 52Q: 3 clusters Score -3.615889e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 192850 members 
Entering Unmasked Estep 
Score: -36158872.000000 Penalty: 15011.373047
	Iteration 53Q: 3 clusters Score -3.615887e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 192860 members 
Entering Unmasked Estep 
Score: -36158880.000000 Penalty: 15011.373047
	Iteration 54Q: 3 clusters Score -3.615888e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 192869 members 
Entering Unmasked Estep 
Score: -36158864.000000 Penalty: 15011.373047
	Iteration 55Q: 3 clusters Score -3.615886e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 192882 members 
Entering Unmasked Estep 
Score: -36158860.000000 Penalty: 15011.373047
	Iteration 56Q: 3 clusters Score -3.615886e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 192891 members 
Entering Unmasked Estep 
Score: -36158856.000000 Penalty: 15011.373047
	Iteration 57Q: 3 clusters Score -3.615886e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 192896 members 
Entering Unmasked Estep 
Score: -36158856.000000 Penalty: 15011.373047
	Iteration 58Q: 3 clusters Score -3.615886e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 192901 members 
Entering Unmasked Estep 
Score: -36158864.000000 Penalty: 15011.373047
	Iteration 59Q: 3 clusters Score -3.615886e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 192904 members 
Entering Unmasked Estep 
Score: -36158864.000000 Penalty: 15011.373047
	Iteration 60F: 3 clusters Score -3.615886e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 192905 members 
Entering Unmasked Estep 
Score: -36158888.000000 Penalty: 15011.373047
	Iteration 61Q: 3 clusters Score -3.615889e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 192905 members 
Entering Unmasked Estep 
Score: -36158888.000000 Penalty: 15011.373047
	Iteration 62F: 3 clusters Score -3.615889e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Entering Unmasked Estep 
Score: -1238678.250000 Penalty: 5473.240723
	Iteration 0F: 2 clusters Score -1238678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1229886.250000 Penalty: 10946.481445
	Iteration 0F: 3 clusters Score -1229886 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1231544.250000 Penalty: 10946.481445
	Iteration 1F: 3 clusters Score -1231544 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1231999.750000 Penalty: 10946.481445
	Iteration 2F: 3 clusters Score -1232000 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1232254.500000 Penalty: 10946.481445
	Iteration 3F: 3 clusters Score -1232254 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1232434.625000 Penalty: 10946.481445
	Iteration 4Q: 3 clusters Score -1232435 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1232573.875000 Penalty: 10946.481445
	Iteration 5Q: 3 clusters Score -1232574 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1232663.875000 Penalty: 10946.481445
	Iteration 6Q: 3 clusters Score -1232664 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1232749.250000 Penalty: 10946.481445
	Iteration 7Q: 3 clusters Score -1232749 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1232840.500000 Penalty: 10946.481445
	Iteration 8Q: 3 clusters Score -1232840 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1232919.875000 Penalty: 10946.481445
	Iteration 9Q: 3 clusters Score -1232920 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1232992.125000 Penalty: 10946.481445
	Iteration 10Q: 3 clusters Score -1232992 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1233094.375000 Penalty: 10946.481445
	Iteration 11Q: 3 clusters Score -1233094 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1233203.500000 Penalty: 10946.481445
	Iteration 12Q: 3 clusters Score -1233204 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1233313.250000 Penalty: 10946.481445
	Iteration 13Q: 3 clusters Score -1233313 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1233446.000000 Penalty: 10946.481445
	Iteration 14Q: 3 clusters Score -1233446 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1233631.500000 Penalty: 10946.481445
	Iteration 15Q: 3 clusters Score -1233632 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1233838.875000 Penalty: 10946.481445
	Iteration 16Q: 3 clusters Score -1233839 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1234053.375000 Penalty: 10946.481445
	Iteration 17Q: 3 clusters Score -1234053 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1234241.000000 Penalty: 10946.481445
	Iteration 18Q: 3 clusters Score -1234241 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1234376.500000 Penalty: 10946.481445
	Iteration 19Q: 3 clusters Score -1234376 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1234507.125000 Penalty: 10946.481445
	Iteration 20F: 3 clusters Score -1234507 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1234629.500000 Penalty: 10946.481445
	Iteration 21Q: 3 clusters Score -1234630 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1234766.250000 Penalty: 10946.481445
	Iteration 22Q: 3 clusters Score -1234766 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1234904.500000 Penalty: 10946.481445
	Iteration 23Q: 3 clusters Score -1234904 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1235058.375000 Penalty: 10946.481445
	Iteration 24Q: 3 clusters Score -1235058 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1235193.375000 Penalty: 10946.481445
	Iteration 25Q: 3 clusters Score -1235193 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1235317.500000 Penalty: 10946.481445
	Iteration 26Q: 3 clusters Score -1235318 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1235422.750000 Penalty: 10946.481445
	Iteration 27Q: 3 clusters Score -1235423 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1235520.625000 Penalty: 10946.481445
	Iteration 28Q: 3 clusters Score -1235521 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1235602.125000 Penalty: 10946.481445
	Iteration 29Q: 3 clusters Score -1235602 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1235661.625000 Penalty: 10946.481445
	Iteration 30Q: 3 clusters Score -1235662 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1235703.375000 Penalty: 10946.481445
	Iteration 31Q: 3 clusters Score -1235703 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1235729.750000 Penalty: 10946.481445
	Iteration 32Q: 3 clusters Score -1235730 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1235748.625000 Penalty: 10946.481445
	Iteration 33Q: 3 clusters Score -1235749 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1235765.750000 Penalty: 10946.481445
	Iteration 34Q: 3 clusters Score -1235766 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1235780.875000 Penalty: 10946.481445
	Iteration 35Q: 3 clusters Score -1235781 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1235799.500000 Penalty: 10946.481445
	Iteration 36Q: 3 clusters Score -1235800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1235809.125000 Penalty: 10946.481445
	Iteration 37Q: 3 clusters Score -1235809 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1235816.250000 Penalty: 10946.481445
	Iteration 38Q: 3 clusters Score -1235816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1235822.375000 Penalty: 10946.481445
	Iteration 39Q: 3 clusters Score -1235822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1235828.375000 Penalty: 10946.481445
	Iteration 40F: 3 clusters Score -1235828 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1235836.875000 Penalty: 10946.481445
	Iteration 41Q: 3 clusters Score -1235837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1235842.875000 Penalty: 10946.481445
	Iteration 42Q: 3 clusters Score -1235843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1235844.000000 Penalty: 10946.481445
	Iteration 43Q: 3 clusters Score -1235844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1235846.125000 Penalty: 10946.481445
	Iteration 44Q: 3 clusters Score -1235846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1235848.750000 Penalty: 10946.481445
	Iteration 45Q: 3 clusters Score -1235849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1235851.000000 Penalty: 10946.481445
	Iteration 46Q: 3 clusters Score -1235851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1235851.625000 Penalty: 10946.481445
	Iteration 47Q: 3 clusters Score -1235852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1235847.625000 Penalty: 10946.481445
	Iteration 48Q: 3 clusters Score -1235848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1235847.625000 Penalty: 10946.481445
	Iteration 49F: 3 clusters Score -1235848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (30034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30034 members 
Entering Unmasked Estep 
Score: -4919773.000000 Penalty: 6314.927246
	Iteration 0F: 2 clusters Score -4919773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -4896741.500000 Penalty: 12629.854492
	Iteration 0F: 3 clusters Score -4896742 nChanged 12809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -4903543.000000 Penalty: 12629.854492
	Iteration 1F: 3 clusters Score -4903543 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -4904352.000000 Penalty: 12629.854492
	Iteration 2F: 3 clusters Score -4904352 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -4905021.000000 Penalty: 12629.854492
	Iteration 3F: 3 clusters Score -4905021 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -4905594.500000 Penalty: 12629.854492
	Iteration 4Q: 3 clusters Score -4905594 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -4906097.500000 Penalty: 12629.854492
	Iteration 5Q: 3 clusters Score -4906098 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -4906556.000000 Penalty: 12629.854492
	Iteration 6Q: 3 clusters Score -4906556 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -4907047.500000 Penalty: 12629.854492
	Iteration 7Q: 3 clusters Score -4907048 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -4907528.500000 Penalty: 12629.854492
	Iteration 8Q: 3 clusters Score -4907528 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -4908043.500000 Penalty: 12629.854492
	Iteration 9Q: 3 clusters Score -4908044 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -4908622.500000 Penalty: 12629.854492
	Iteration 10Q: 3 clusters Score -4908622 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -4909288.000000 Penalty: 12629.854492
	Iteration 11Q: 3 clusters Score -4909288 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -4910030.500000 Penalty: 12629.854492
	Iteration 12Q: 3 clusters Score -4910030 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -4910842.500000 Penalty: 12629.854492
	Iteration 13Q: 3 clusters Score -4910842 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 24188 members 
Entering Unmasked Estep 
Score: -4911662.500000 Penalty: 12629.854492
	Iteration 14Q: 3 clusters Score -4911662 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 25131 members 
Entering Unmasked Estep 
Score: -4912442.000000 Penalty: 12629.854492
	Iteration 15Q: 3 clusters Score -4912442 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 25986 members 
Entering Unmasked Estep 
Score: -4913160.000000 Penalty: 12629.854492
	Iteration 16Q: 3 clusters Score -4913160 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 26702 members 
Entering Unmasked Estep 
Score: -4913709.500000 Penalty: 12629.854492
	Iteration 17Q: 3 clusters Score -4913710 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 27213 members 
Entering Unmasked Estep 
Score: -4914081.500000 Penalty: 12629.854492
	Iteration 18Q: 3 clusters Score -4914082 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 27602 members 
Entering Unmasked Estep 
Score: -4914425.500000 Penalty: 12629.854492
	Iteration 19Q: 3 clusters Score -4914426 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 27901 members 
Entering Unmasked Estep 
Score: -4914660.500000 Penalty: 12629.854492
	Iteration 20F: 3 clusters Score -4914660 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 28128 members 
Entering Unmasked Estep 
Score: -4914852.000000 Penalty: 12629.854492
	Iteration 21Q: 3 clusters Score -4914852 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
Score: -4914963.000000 Penalty: 12629.854492
	Iteration 22Q: 3 clusters Score -4914963 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 28413 members 
Entering Unmasked Estep 
Score: -4915062.000000 Penalty: 12629.854492
	Iteration 23Q: 3 clusters Score -4915062 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 28504 members 
Entering Unmasked Estep 
Score: -4915119.500000 Penalty: 12629.854492
	Iteration 24Q: 3 clusters Score -4915120 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 28582 members 
Entering Unmasked Estep 
Score: -4915185.500000 Penalty: 12629.854492
	Iteration 25Q: 3 clusters Score -4915186 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 28631 members 
Entering Unmasked Estep 
Score: -4915207.500000 Penalty: 12629.854492
	Iteration 26Q: 3 clusters Score -4915208 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 28678 members 
Entering Unmasked Estep 
Score: -4915245.500000 Penalty: 12629.854492
	Iteration 27Q: 3 clusters Score -4915246 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 28717 members 
Entering Unmasked Estep 
Score: -4915272.000000 Penalty: 12629.854492
	Iteration 28Q: 3 clusters Score -4915272 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 28735 members 
Entering Unmasked Estep 
Score: -4915272.500000 Penalty: 12629.854492
	Iteration 29Q: 3 clusters Score -4915272 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 28754 members 
Entering Unmasked Estep 
Score: -4915284.500000 Penalty: 12629.854492
	Iteration 30Q: 3 clusters Score -4915284 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 28763 members 
Entering Unmasked Estep 
Score: -4915294.500000 Penalty: 12629.854492
	Iteration 31Q: 3 clusters Score -4915294 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
Score: -4915308.000000 Penalty: 12629.854492
	Iteration 32Q: 3 clusters Score -4915308 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 28786 members 
Entering Unmasked Estep 
Score: -4915323.500000 Penalty: 12629.854492
	Iteration 33Q: 3 clusters Score -4915324 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 28802 members 
Entering Unmasked Estep 
Score: -4915347.000000 Penalty: 12629.854492
	Iteration 34Q: 3 clusters Score -4915347 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 28812 members 
Entering Unmasked Estep 
Score: -4915358.000000 Penalty: 12629.854492
	Iteration 35Q: 3 clusters Score -4915358 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 28828 members 
Entering Unmasked Estep 
Score: -4915356.500000 Penalty: 12629.854492
	Iteration 36Q: 3 clusters Score -4915356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 28836 members 
Entering Unmasked Estep 
Score: -4915365.000000 Penalty: 12629.854492
	Iteration 37Q: 3 clusters Score -4915365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 28840 members 
Entering Unmasked Estep 
Score: -4915364.000000 Penalty: 12629.854492
	Iteration 38Q: 3 clusters Score -4915364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 28848 members 
Entering Unmasked Estep 
Score: -4915372.500000 Penalty: 12629.854492
	Iteration 39Q: 3 clusters Score -4915372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 28854 members 
Entering Unmasked Estep 
Score: -4915377.000000 Penalty: 12629.854492
	Iteration 40F: 3 clusters Score -4915377 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 28861 members 
Entering Unmasked Estep 
Score: -4915378.500000 Penalty: 12629.854492
	Iteration 41Q: 3 clusters Score -4915378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 28866 members 
Entering Unmasked Estep 
Score: -4915384.000000 Penalty: 12629.854492
	Iteration 42Q: 3 clusters Score -4915384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 28866 members 
Entering Unmasked Estep 
Score: -4915384.000000 Penalty: 12629.854492
	Iteration 43F: 3 clusters Score -4915384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (54983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54983 members 
Entering Unmasked Estep 
Score: -9474933.000000 Penalty: 6685.302734
	Iteration 0F: 2 clusters Score -9474933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27239 members 
Mstep: Class 2 contains 27744 members 
Entering Unmasked Estep 
Score: -9436137.000000 Penalty: 13370.605469
	Iteration 0F: 3 clusters Score -9436137 nChanged 24244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26261 members 
Mstep: Class 2 contains 28722 members 
Entering Unmasked Estep 
Score: -9449116.000000 Penalty: 13370.605469
	Iteration 1F: 3 clusters Score -9449116 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 29410 members 
Entering Unmasked Estep 
Score: -9450089.000000 Penalty: 13370.605469
	Iteration 2F: 3 clusters Score -9450089 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 30256 members 
Entering Unmasked Estep 
Score: -9450862.000000 Penalty: 13370.605469
	Iteration 3Q: 3 clusters Score -9450862 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 31380 members 
Entering Unmasked Estep 
Score: -9451603.000000 Penalty: 13370.605469
	Iteration 4Q: 3 clusters Score -9451603 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 32891 members 
Entering Unmasked Estep 
Score: -9452456.000000 Penalty: 13370.605469
	Iteration 5Q: 3 clusters Score -9452456 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 34820 members 
Entering Unmasked Estep 
Score: -9453468.000000 Penalty: 13370.605469
	Iteration 6Q: 3 clusters Score -9453468 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 37239 members 
Entering Unmasked Estep 
Score: -9454897.000000 Penalty: 13370.605469
	Iteration 7Q: 3 clusters Score -9454897 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 40223 members 
Entering Unmasked Estep 
Score: -9456838.000000 Penalty: 13370.605469
	Iteration 8F: 3 clusters Score -9456838 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 43628 members 
Entering Unmasked Estep 
Score: -9459537.000000 Penalty: 13370.605469
	Iteration 9F: 3 clusters Score -9459537 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 47076 members 
Entering Unmasked Estep 
Score: -9462587.000000 Penalty: 13370.605469
	Iteration 10F: 3 clusters Score -9462587 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 49941 members 
Entering Unmasked Estep 
Score: -9465224.000000 Penalty: 13370.605469
	Iteration 11F: 3 clusters Score -9465224 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 51870 members 
Entering Unmasked Estep 
Score: -9467045.000000 Penalty: 13370.605469
	Iteration 12Q: 3 clusters Score -9467045 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 52896 members 
Entering Unmasked Estep 
Score: -9468044.000000 Penalty: 13370.605469
	Iteration 13Q: 3 clusters Score -9468044 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 53381 members 
Entering Unmasked Estep 
Score: -9468542.000000 Penalty: 13370.605469
	Iteration 14Q: 3 clusters Score -9468542 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 53611 members 
Entering Unmasked Estep 
Score: -9468779.000000 Penalty: 13370.605469
	Iteration 15Q: 3 clusters Score -9468779 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 53737 members 
Entering Unmasked Estep 
Score: -9468923.000000 Penalty: 13370.605469
	Iteration 16Q: 3 clusters Score -9468923 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 53825 members 
Entering Unmasked Estep 
Score: -9469051.000000 Penalty: 13370.605469
	Iteration 17Q: 3 clusters Score -9469051 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 53871 members 
Entering Unmasked Estep 
Score: -9469110.000000 Penalty: 13370.605469
	Iteration 18Q: 3 clusters Score -9469110 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 53904 members 
Entering Unmasked Estep 
Score: -9469176.000000 Penalty: 13370.605469
	Iteration 19Q: 3 clusters Score -9469176 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 53930 members 
Entering Unmasked Estep 
Score: -9469212.000000 Penalty: 13370.605469
	Iteration 20F: 3 clusters Score -9469212 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 53949 members 
Entering Unmasked Estep 
Score: -9469228.000000 Penalty: 13370.605469
	Iteration 21Q: 3 clusters Score -9469228 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 53967 members 
Entering Unmasked Estep 
Score: -9469246.000000 Penalty: 13370.605469
	Iteration 22Q: 3 clusters Score -9469246 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 53982 members 
Entering Unmasked Estep 
Score: -9469260.000000 Penalty: 13370.605469
	Iteration 23Q: 3 clusters Score -9469260 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 53993 members 
Entering Unmasked Estep 
Score: -9469283.000000 Penalty: 13370.605469
	Iteration 24Q: 3 clusters Score -9469283 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 54003 members 
Entering Unmasked Estep 
Score: -9469289.000000 Penalty: 13370.605469
	Iteration 25Q: 3 clusters Score -9469289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 54011 members 
Entering Unmasked Estep 
Score: -9469298.000000 Penalty: 13370.605469
	Iteration 26Q: 3 clusters Score -9469298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 54013 members 
Entering Unmasked Estep 
Score: -9469302.000000 Penalty: 13370.605469
	Iteration 27Q: 3 clusters Score -9469302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 54014 members 
Entering Unmasked Estep 
Score: -9469301.000000 Penalty: 13370.605469
	Iteration 28Q: 3 clusters Score -9469301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 54014 members 
Entering Unmasked Estep 
Score: -9469301.000000 Penalty: 13370.605469
	Iteration 29F: 3 clusters Score -9469301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (37364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37364 members 
Entering Unmasked Estep 
Score: -6322714.000000 Penalty: 6448.683594
	Iteration 0F: 2 clusters Score -6322714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -6295309.000000 Penalty: 12897.367188
	Iteration 0F: 3 clusters Score -6295309 nChanged 16071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -6303792.500000 Penalty: 12897.367188
	Iteration 1F: 3 clusters Score -6303792 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -6304615.000000 Penalty: 12897.367188
	Iteration 2F: 3 clusters Score -6304615 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -6305227.000000 Penalty: 12897.367188
	Iteration 3Q: 3 clusters Score -6305227 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -6305786.500000 Penalty: 12897.367188
	Iteration 4Q: 3 clusters Score -6305786 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -6306370.500000 Penalty: 12897.367188
	Iteration 5Q: 3 clusters Score -6306370 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -6307043.500000 Penalty: 12897.367188
	Iteration 6Q: 3 clusters Score -6307044 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -6307761.000000 Penalty: 12897.367188
	Iteration 7Q: 3 clusters Score -6307761 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -6308620.500000 Penalty: 12897.367188
	Iteration 8Q: 3 clusters Score -6308620 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -6309597.500000 Penalty: 12897.367188
	Iteration 9Q: 3 clusters Score -6309598 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -6310526.000000 Penalty: 12897.367188
	Iteration 10Q: 3 clusters Score -6310526 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -6311372.500000 Penalty: 12897.367188
	Iteration 11Q: 3 clusters Score -6311372 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -6311979.000000 Penalty: 12897.367188
	Iteration 12Q: 3 clusters Score -6311979 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -6312456.500000 Penalty: 12897.367188
	Iteration 13Q: 3 clusters Score -6312456 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -6312810.000000 Penalty: 12897.367188
	Iteration 14Q: 3 clusters Score -6312810 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -6313023.000000 Penalty: 12897.367188
	Iteration 15Q: 3 clusters Score -6313023 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -6313125.500000 Penalty: 12897.367188
	Iteration 16Q: 3 clusters Score -6313126 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -6313281.000000 Penalty: 12897.367188
	Iteration 17Q: 3 clusters Score -6313281 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -6313382.000000 Penalty: 12897.367188
	Iteration 18Q: 3 clusters Score -6313382 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -6313388.000000 Penalty: 12897.367188
	Iteration 19Q: 3 clusters Score -6313388 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -6313432.500000 Penalty: 12897.367188
	Iteration 20F: 3 clusters Score -6313432 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -6313458.500000 Penalty: 12897.367188
	Iteration 21Q: 3 clusters Score -6313458 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -6313496.500000 Penalty: 12897.367188
	Iteration 22Q: 3 clusters Score -6313496 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23132 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -6313524.000000 Penalty: 12897.367188
	Iteration 23Q: 3 clusters Score -6313524 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -6313497.000000 Penalty: 12897.367188
	Iteration 24Q: 3 clusters Score -6313497 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -6313503.500000 Penalty: 12897.367188
	Iteration 25Q: 3 clusters Score -6313504 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -6313514.500000 Penalty: 12897.367188
	Iteration 26Q: 3 clusters Score -6313514 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -6313514.000000 Penalty: 12897.367188
	Iteration 27Q: 3 clusters Score -6313514 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -6313538.000000 Penalty: 12897.367188
	Iteration 28Q: 3 clusters Score -6313538 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -6313538.000000 Penalty: 12897.367188
	Iteration 29Q: 3 clusters Score -6313538 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23109 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -6313543.500000 Penalty: 12897.367188
	Iteration 30Q: 3 clusters Score -6313544 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -6313532.000000 Penalty: 12897.367188
	Iteration 31Q: 3 clusters Score -6313532 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -6313540.500000 Penalty: 12897.367188
	Iteration 32Q: 3 clusters Score -6313540 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -6313541.500000 Penalty: 12897.367188
	Iteration 33Q: 3 clusters Score -6313542 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -6313541.500000 Penalty: 12897.367188
	Iteration 34Q: 3 clusters Score -6313542 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -6313548.000000 Penalty: 12897.367188
	Iteration 35Q: 3 clusters Score -6313548 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -6313550.000000 Penalty: 12897.367188
	Iteration 36Q: 3 clusters Score -6313550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -6313546.000000 Penalty: 12897.367188
	Iteration 37Q: 3 clusters Score -6313546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -6313553.000000 Penalty: 12897.367188
	Iteration 38Q: 3 clusters Score -6313553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -6313550.000000 Penalty: 12897.367188
	Iteration 39Q: 3 clusters Score -6313550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -6313546.000000 Penalty: 12897.367188
	Iteration 40F: 3 clusters Score -6313546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -6313537.500000 Penalty: 12897.367188
	Iteration 41Q: 3 clusters Score -6313538 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -6313550.500000 Penalty: 12897.367188
	Iteration 42Q: 3 clusters Score -6313550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -6313537.500000 Penalty: 12897.367188
	Iteration 43Q: 3 clusters Score -6313538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -6313537.500000 Penalty: 12897.367188
	Iteration 44Q: 3 clusters Score -6313538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -6313535.500000 Penalty: 12897.367188
	Iteration 45Q: 3 clusters Score -6313536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -6313532.500000 Penalty: 12897.367188
	Iteration 46Q: 3 clusters Score -6313532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -6313535.000000 Penalty: 12897.367188
	Iteration 47Q: 3 clusters Score -6313535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -6313545.500000 Penalty: 12897.367188
	Iteration 48Q: 3 clusters Score -6313546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -6313540.500000 Penalty: 12897.367188
	Iteration 49Q: 3 clusters Score -6313540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -6313539.000000 Penalty: 12897.367188
	Iteration 50Q: 3 clusters Score -6313539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -6313543.000000 Penalty: 12897.367188
	Iteration 51Q: 3 clusters Score -6313543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -6313544.000000 Penalty: 12897.367188
	Iteration 52Q: 3 clusters Score -6313544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -6313543.500000 Penalty: 12897.367188
	Iteration 53Q: 3 clusters Score -6313544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -6313544.000000 Penalty: 12897.367188
	Iteration 54Q: 3 clusters Score -6313544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -6313542.500000 Penalty: 12897.367188
	Iteration 55Q: 3 clusters Score -6313542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -6313548.000000 Penalty: 12897.367188
	Iteration 56Q: 3 clusters Score -6313548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -6313550.500000 Penalty: 12897.367188
	Iteration 57Q: 3 clusters Score -6313550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -6313547.000000 Penalty: 12897.367188
	Iteration 58Q: 3 clusters Score -6313547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -6313552.500000 Penalty: 12897.367188
	Iteration 59Q: 3 clusters Score -6313552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -6313552.500000 Penalty: 12897.367188
	Iteration 60F: 3 clusters Score -6313552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Entering Unmasked Estep 
Score: -412627.562500 Penalty: 4834.126953
	Iteration 0F: 2 clusters Score -412627.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -407350.250000 Penalty: 9668.253906
	Iteration 0F: 3 clusters Score -407350.2 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -409286.562500 Penalty: 9668.253906
	Iteration 1F: 3 clusters Score -409286.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -410574.656250 Penalty: 9668.253906
	Iteration 2F: 3 clusters Score -410574.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -411334.437500 Penalty: 9668.253906
	Iteration 3F: 3 clusters Score -411334.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -411965.781250 Penalty: 9668.253906
	Iteration 4F: 3 clusters Score -411965.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -412445.406250 Penalty: 9668.253906
	Iteration 5F: 3 clusters Score -412445.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -412798.093750 Penalty: 9668.253906
	Iteration 6Q: 3 clusters Score -412798.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -412989.718750 Penalty: 9668.253906
	Iteration 7Q: 3 clusters Score -412989.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -413098.968750 Penalty: 9668.253906
	Iteration 8Q: 3 clusters Score -413099 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -413194.187500 Penalty: 9668.253906
	Iteration 9Q: 3 clusters Score -413194.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -413237.437500 Penalty: 9668.253906
	Iteration 10Q: 3 clusters Score -413237.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -413285.437500 Penalty: 9668.253906
	Iteration 11Q: 3 clusters Score -413285.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -413318.812500 Penalty: 9668.253906
	Iteration 12Q: 3 clusters Score -413318.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -413327.531250 Penalty: 9668.253906
	Iteration 13Q: 3 clusters Score -413327.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -413332.968750 Penalty: 9668.253906
	Iteration 14Q: 3 clusters Score -413333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -413332.968750 Penalty: 9668.253906
	Iteration 15F: 3 clusters Score -413333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 209857 members 
Mstep: Class 2 contains 7600 members 
Mstep: Class 3 contains 30034 members 
Mstep: Class 4 contains 54983 members 
Mstep: Class 5 contains 37364 members 
Mstep: Class 6 contains 2193 members 
Mstep: Class 7 contains 2810 members 
Mstep: Class 8 contains 13169 members 
Mstep: Class 9 contains 22218 members 
Mstep: Class 10 contains 272049 members 
Mstep: Class 11 contains 484 members 
Mstep: Class 12 contains 20926 members 
Mstep: Class 13 contains 24421 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 87873 members 
Mstep: Class 18 contains 524987 members 
Mstep: Class 20 contains 642 members 
Mstep: Class 21 contains 11508 members 
Mstep: Class 22 contains 46974 members 
Entering Unmasked Estep 
Score: -233327824.000000 Penalty: 173134.625000
Splitting cluster 6 changes total score from -233330624.000000 to -233327824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (2810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Entering Unmasked Estep 
Score: -466271.687500 Penalty: 4863.825684
	Iteration 0F: 2 clusters Score -466271.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -460757.937500 Penalty: 9727.651367
	Iteration 0F: 3 clusters Score -460757.9 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -461586.656250 Penalty: 9727.651367
	Iteration 1F: 3 clusters Score -461586.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -461839.250000 Penalty: 9727.651367
	Iteration 2F: 3 clusters Score -461839.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -461967.875000 Penalty: 9727.651367
	Iteration 3Q: 3 clusters Score -461967.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -462071.593750 Penalty: 9727.651367
	Iteration 4Q: 3 clusters Score -462071.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -462160.000000 Penalty: 9727.651367
	Iteration 5Q: 3 clusters Score -462160 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -462236.093750 Penalty: 9727.651367
	Iteration 6Q: 3 clusters Score -462236.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -462313.093750 Penalty: 9727.651367
	Iteration 7Q: 3 clusters Score -462313.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -462406.281250 Penalty: 9727.651367
	Iteration 8Q: 3 clusters Score -462406.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -462519.125000 Penalty: 9727.651367
	Iteration 9Q: 3 clusters Score -462519.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -462684.281250 Penalty: 9727.651367
	Iteration 10Q: 3 clusters Score -462684.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -462942.406250 Penalty: 9727.651367
	Iteration 11Q: 3 clusters Score -462942.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -463243.250000 Penalty: 9727.651367
	Iteration 12F: 3 clusters Score -463243.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -463613.312500 Penalty: 9727.651367
	Iteration 13F: 3 clusters Score -463613.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -464137.312500 Penalty: 9727.651367
	Iteration 14Q: 3 clusters Score -464137.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -464528.593750 Penalty: 9727.651367
	Iteration 15Q: 3 clusters Score -464528.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -464779.312500 Penalty: 9727.651367
	Iteration 16Q: 3 clusters Score -464779.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -464924.843750 Penalty: 9727.651367
	Iteration 17Q: 3 clusters Score -464924.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -465044.937500 Penalty: 9727.651367
	Iteration 18Q: 3 clusters Score -465044.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -465133.875000 Penalty: 9727.651367
	Iteration 19Q: 3 clusters Score -465133.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -465207.250000 Penalty: 9727.651367
	Iteration 20F: 3 clusters Score -465207.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -465259.656250 Penalty: 9727.651367
	Iteration 21Q: 3 clusters Score -465259.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -465306.562500 Penalty: 9727.651367
	Iteration 22Q: 3 clusters Score -465306.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -465370.218750 Penalty: 9727.651367
	Iteration 23Q: 3 clusters Score -465370.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -465449.000000 Penalty: 9727.651367
	Iteration 24Q: 3 clusters Score -465449 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -465556.406250 Penalty: 9727.651367
	Iteration 25Q: 3 clusters Score -465556.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -465802.750000 Penalty: 9727.651367
	Iteration 26Q: 3 clusters Score -465802.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -466112.531250 Penalty: 9727.651367
	Iteration 27Q: 3 clusters Score -466112.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -466217.500000 Penalty: 9727.651367
	Iteration 28Q: 3 clusters Score -466217.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -466255.406250 Penalty: 9727.651367
	Iteration 29Q: 3 clusters Score -466255.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -466267.250000 Penalty: 9727.651367
	Iteration 30Q: 3 clusters Score -466267.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -466269.375000 Penalty: 9727.651367
	Iteration 31Q: 3 clusters Score -466269.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -466269.375000 Penalty: 9727.651367
	Iteration 32F: 3 clusters Score -466269.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Entering Unmasked Estep 
Score: -2307243.250000 Penalty: 5809.942383
	Iteration 0F: 2 clusters Score -2307243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -2295030.500000 Penalty: 11619.884766
	Iteration 0F: 3 clusters Score -2295030 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -2297743.250000 Penalty: 11619.884766
	Iteration 1F: 3 clusters Score -2297743 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -2298228.250000 Penalty: 11619.884766
	Iteration 2F: 3 clusters Score -2298228 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -2298541.000000 Penalty: 11619.884766
	Iteration 3Q: 3 clusters Score -2298541 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -2298785.000000 Penalty: 11619.884766
	Iteration 4Q: 3 clusters Score -2298785 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -2298967.000000 Penalty: 11619.884766
	Iteration 5Q: 3 clusters Score -2298967 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -2299090.250000 Penalty: 11619.884766
	Iteration 6Q: 3 clusters Score -2299090 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -2299193.750000 Penalty: 11619.884766
	Iteration 7Q: 3 clusters Score -2299194 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -2299296.000000 Penalty: 11619.884766
	Iteration 8Q: 3 clusters Score -2299296 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -2299373.000000 Penalty: 11619.884766
	Iteration 9Q: 3 clusters Score -2299373 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -2299451.750000 Penalty: 11619.884766
	Iteration 10Q: 3 clusters Score -2299452 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -2299508.500000 Penalty: 11619.884766
	Iteration 11Q: 3 clusters Score -2299508 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -2299560.500000 Penalty: 11619.884766
	Iteration 12Q: 3 clusters Score -2299560 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -2299629.750000 Penalty: 11619.884766
	Iteration 13Q: 3 clusters Score -2299630 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -2299677.000000 Penalty: 11619.884766
	Iteration 14Q: 3 clusters Score -2299677 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -2299716.000000 Penalty: 11619.884766
	Iteration 15Q: 3 clusters Score -2299716 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -2299762.000000 Penalty: 11619.884766
	Iteration 16Q: 3 clusters Score -2299762 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -2299816.750000 Penalty: 11619.884766
	Iteration 17Q: 3 clusters Score -2299817 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -2299859.750000 Penalty: 11619.884766
	Iteration 18Q: 3 clusters Score -2299860 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -2299921.250000 Penalty: 11619.884766
	Iteration 19Q: 3 clusters Score -2299921 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -2299979.500000 Penalty: 11619.884766
	Iteration 20F: 3 clusters Score -2299980 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -2300033.500000 Penalty: 11619.884766
	Iteration 21Q: 3 clusters Score -2300034 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -2300088.250000 Penalty: 11619.884766
	Iteration 22Q: 3 clusters Score -2300088 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -2300145.250000 Penalty: 11619.884766
	Iteration 23Q: 3 clusters Score -2300145 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -2300204.500000 Penalty: 11619.884766
	Iteration 24Q: 3 clusters Score -2300204 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -2300292.250000 Penalty: 11619.884766
	Iteration 25Q: 3 clusters Score -2300292 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -2300373.500000 Penalty: 11619.884766
	Iteration 26Q: 3 clusters Score -2300374 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -2300462.500000 Penalty: 11619.884766
	Iteration 27Q: 3 clusters Score -2300462 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -2300540.250000 Penalty: 11619.884766
	Iteration 28Q: 3 clusters Score -2300540 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -2300617.250000 Penalty: 11619.884766
	Iteration 29Q: 3 clusters Score -2300617 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -2300681.500000 Penalty: 11619.884766
	Iteration 30Q: 3 clusters Score -2300682 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -2300752.500000 Penalty: 11619.884766
	Iteration 31Q: 3 clusters Score -2300752 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -2300829.000000 Penalty: 11619.884766
	Iteration 32Q: 3 clusters Score -2300829 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -2300907.250000 Penalty: 11619.884766
	Iteration 33Q: 3 clusters Score -2300907 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -2300983.000000 Penalty: 11619.884766
	Iteration 34Q: 3 clusters Score -2300983 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -2301065.750000 Penalty: 11619.884766
	Iteration 35Q: 3 clusters Score -2301066 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -2301134.750000 Penalty: 11619.884766
	Iteration 36Q: 3 clusters Score -2301135 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -2301200.000000 Penalty: 11619.884766
	Iteration 37Q: 3 clusters Score -2301200 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -2301271.500000 Penalty: 11619.884766
	Iteration 38Q: 3 clusters Score -2301272 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -2301338.000000 Penalty: 11619.884766
	Iteration 39Q: 3 clusters Score -2301338 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -2301401.250000 Penalty: 11619.884766
	Iteration 40F: 3 clusters Score -2301401 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -2301444.750000 Penalty: 11619.884766
	Iteration 41Q: 3 clusters Score -2301445 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -2301498.000000 Penalty: 11619.884766
	Iteration 42Q: 3 clusters Score -2301498 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -2301545.750000 Penalty: 11619.884766
	Iteration 43Q: 3 clusters Score -2301546 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -2301607.250000 Penalty: 11619.884766
	Iteration 44Q: 3 clusters Score -2301607 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -2301646.000000 Penalty: 11619.884766
	Iteration 45Q: 3 clusters Score -2301646 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -2301672.000000 Penalty: 11619.884766
	Iteration 46Q: 3 clusters Score -2301672 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -2301701.250000 Penalty: 11619.884766
	Iteration 47Q: 3 clusters Score -2301701 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -2301721.750000 Penalty: 11619.884766
	Iteration 48Q: 3 clusters Score -2301722 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -2301752.750000 Penalty: 11619.884766
	Iteration 49Q: 3 clusters Score -2301753 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -2301763.500000 Penalty: 11619.884766
	Iteration 50Q: 3 clusters Score -2301764 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -2301784.750000 Penalty: 11619.884766
	Iteration 51Q: 3 clusters Score -2301785 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -2301803.750000 Penalty: 11619.884766
	Iteration 52Q: 3 clusters Score -2301804 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -2301818.750000 Penalty: 11619.884766
	Iteration 53Q: 3 clusters Score -2301819 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -2301830.000000 Penalty: 11619.884766
	Iteration 54Q: 3 clusters Score -2301830 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -2301841.250000 Penalty: 11619.884766
	Iteration 55Q: 3 clusters Score -2301841 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -2301854.250000 Penalty: 11619.884766
	Iteration 56Q: 3 clusters Score -2301854 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -2301866.250000 Penalty: 11619.884766
	Iteration 57Q: 3 clusters Score -2301866 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -2301881.500000 Penalty: 11619.884766
	Iteration 58Q: 3 clusters Score -2301882 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -2301892.500000 Penalty: 11619.884766
	Iteration 59Q: 3 clusters Score -2301892 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -2301895.250000 Penalty: 11619.884766
	Iteration 60F: 3 clusters Score -2301895 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -2301905.750000 Penalty: 11619.884766
	Iteration 61Q: 3 clusters Score -2301906 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -2301924.250000 Penalty: 11619.884766
	Iteration 62Q: 3 clusters Score -2301924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -2301933.750000 Penalty: 11619.884766
	Iteration 63Q: 3 clusters Score -2301934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -2301940.000000 Penalty: 11619.884766
	Iteration 64Q: 3 clusters Score -2301940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -2301944.750000 Penalty: 11619.884766
	Iteration 65Q: 3 clusters Score -2301945 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -2301948.250000 Penalty: 11619.884766
	Iteration 66Q: 3 clusters Score -2301948 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -2301961.000000 Penalty: 11619.884766
	Iteration 67Q: 3 clusters Score -2301961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -2301965.750000 Penalty: 11619.884766
	Iteration 68Q: 3 clusters Score -2301966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -2301972.000000 Penalty: 11619.884766
	Iteration 69Q: 3 clusters Score -2301972 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -2301982.500000 Penalty: 11619.884766
	Iteration 70Q: 3 clusters Score -2301982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -2301989.500000 Penalty: 11619.884766
	Iteration 71Q: 3 clusters Score -2301990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -2301990.250000 Penalty: 11619.884766
	Iteration 72Q: 3 clusters Score -2301990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -2301995.250000 Penalty: 11619.884766
	Iteration 73Q: 3 clusters Score -2301995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -2301991.000000 Penalty: 11619.884766
	Iteration 74Q: 3 clusters Score -2301991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -2301995.750000 Penalty: 11619.884766
	Iteration 75Q: 3 clusters Score -2301996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -2302001.000000 Penalty: 11619.884766
	Iteration 76Q: 3 clusters Score -2302001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -2302004.750000 Penalty: 11619.884766
	Iteration 77Q: 3 clusters Score -2302005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -2302004.750000 Penalty: 11619.884766
	Iteration 78Q: 3 clusters Score -2302005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -2302008.000000 Penalty: 11619.884766
	Iteration 79Q: 3 clusters Score -2302008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -2302008.250000 Penalty: 11619.884766
	Iteration 80F: 3 clusters Score -2302008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -2302007.500000 Penalty: 11619.884766
	Iteration 81Q: 3 clusters Score -2302008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -2302010.000000 Penalty: 11619.884766
	Iteration 82Q: 3 clusters Score -2302010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -2302012.750000 Penalty: 11619.884766
	Iteration 83Q: 3 clusters Score -2302013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -2302017.500000 Penalty: 11619.884766
	Iteration 84Q: 3 clusters Score -2302018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -2302026.250000 Penalty: 11619.884766
	Iteration 85Q: 3 clusters Score -2302026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -2302033.250000 Penalty: 11619.884766
	Iteration 86Q: 3 clusters Score -2302033 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -2302034.750000 Penalty: 11619.884766
	Iteration 87Q: 3 clusters Score -2302035 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -2302041.500000 Penalty: 11619.884766
	Iteration 88Q: 3 clusters Score -2302042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -2302049.000000 Penalty: 11619.884766
	Iteration 89Q: 3 clusters Score -2302049 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -2302055.500000 Penalty: 11619.884766
	Iteration 90Q: 3 clusters Score -2302056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -2302065.000000 Penalty: 11619.884766
	Iteration 91Q: 3 clusters Score -2302065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -2302067.250000 Penalty: 11619.884766
	Iteration 92Q: 3 clusters Score -2302067 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -2302081.250000 Penalty: 11619.884766
	Iteration 93Q: 3 clusters Score -2302081 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -2302087.750000 Penalty: 11619.884766
	Iteration 94Q: 3 clusters Score -2302088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -2302092.000000 Penalty: 11619.884766
	Iteration 95Q: 3 clusters Score -2302092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -2302107.250000 Penalty: 11619.884766
	Iteration 96Q: 3 clusters Score -2302107 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -2302109.750000 Penalty: 11619.884766
	Iteration 97Q: 3 clusters Score -2302110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -2302125.250000 Penalty: 11619.884766
	Iteration 98Q: 3 clusters Score -2302125 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -2302131.500000 Penalty: 11619.884766
	Iteration 99Q: 3 clusters Score -2302132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -2302134.000000 Penalty: 11619.884766
	Iteration 100F: 3 clusters Score -2302134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -2302138.750000 Penalty: 11619.884766
	Iteration 101Q: 3 clusters Score -2302139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -2302142.750000 Penalty: 11619.884766
	Iteration 102Q: 3 clusters Score -2302143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -2302148.750000 Penalty: 11619.884766
	Iteration 103Q: 3 clusters Score -2302149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -2302152.250000 Penalty: 11619.884766
	Iteration 104Q: 3 clusters Score -2302152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -2302156.500000 Penalty: 11619.884766
	Iteration 105Q: 3 clusters Score -2302156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -2302157.750000 Penalty: 11619.884766
	Iteration 106Q: 3 clusters Score -2302158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -2302154.250000 Penalty: 11619.884766
	Iteration 107Q: 3 clusters Score -2302154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -2302155.500000 Penalty: 11619.884766
	Iteration 108Q: 3 clusters Score -2302156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -2302154.000000 Penalty: 11619.884766
	Iteration 109Q: 3 clusters Score -2302154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -2302156.250000 Penalty: 11619.884766
	Iteration 110Q: 3 clusters Score -2302156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -2302157.750000 Penalty: 11619.884766
	Iteration 111Q: 3 clusters Score -2302158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -2302157.750000 Penalty: 11619.884766
	Iteration 112F: 3 clusters Score -2302158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (22218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Entering Unmasked Estep 
Score: -3792095.250000 Penalty: 6130.303223
	Iteration 0F: 2 clusters Score -3792095 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -3774215.000000 Penalty: 12260.606445
	Iteration 0F: 3 clusters Score -3774215 nChanged 9099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -3779002.500000 Penalty: 12260.606445
	Iteration 1F: 3 clusters Score -3779002 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -3779610.000000 Penalty: 12260.606445
	Iteration 2F: 3 clusters Score -3779610 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -3779999.000000 Penalty: 12260.606445
	Iteration 3Q: 3 clusters Score -3779999 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -3780297.500000 Penalty: 12260.606445
	Iteration 4Q: 3 clusters Score -3780298 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -3780524.750000 Penalty: 12260.606445
	Iteration 5Q: 3 clusters Score -3780525 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -3780749.250000 Penalty: 12260.606445
	Iteration 6Q: 3 clusters Score -3780749 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -3780932.500000 Penalty: 12260.606445
	Iteration 7Q: 3 clusters Score -3780932 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -3781136.500000 Penalty: 12260.606445
	Iteration 8Q: 3 clusters Score -3781136 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -3781346.000000 Penalty: 12260.606445
	Iteration 9Q: 3 clusters Score -3781346 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -3781583.750000 Penalty: 12260.606445
	Iteration 10Q: 3 clusters Score -3781584 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -3781879.750000 Penalty: 12260.606445
	Iteration 11Q: 3 clusters Score -3781880 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -3782253.000000 Penalty: 12260.606445
	Iteration 12Q: 3 clusters Score -3782253 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -3782670.750000 Penalty: 12260.606445
	Iteration 13Q: 3 clusters Score -3782671 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -3783185.250000 Penalty: 12260.606445
	Iteration 14Q: 3 clusters Score -3783185 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -3783744.250000 Penalty: 12260.606445
	Iteration 15Q: 3 clusters Score -3783744 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -3784312.250000 Penalty: 12260.606445
	Iteration 16Q: 3 clusters Score -3784312 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -3784860.500000 Penalty: 12260.606445
	Iteration 17Q: 3 clusters Score -3784860 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -3785347.000000 Penalty: 12260.606445
	Iteration 18Q: 3 clusters Score -3785347 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -3785751.750000 Penalty: 12260.606445
	Iteration 19Q: 3 clusters Score -3785752 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -3786030.250000 Penalty: 12260.606445
	Iteration 20F: 3 clusters Score -3786030 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 20974 members 
Entering Unmasked Estep 
Score: -3786217.500000 Penalty: 12260.606445
	Iteration 21Q: 3 clusters Score -3786218 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -3786368.250000 Penalty: 12260.606445
	Iteration 22Q: 3 clusters Score -3786368 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -3786450.500000 Penalty: 12260.606445
	Iteration 23Q: 3 clusters Score -3786450 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -3786517.250000 Penalty: 12260.606445
	Iteration 24Q: 3 clusters Score -3786517 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -3786556.500000 Penalty: 12260.606445
	Iteration 25Q: 3 clusters Score -3786556 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -3786615.000000 Penalty: 12260.606445
	Iteration 26Q: 3 clusters Score -3786615 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -3786652.000000 Penalty: 12260.606445
	Iteration 27Q: 3 clusters Score -3786652 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -3786673.250000 Penalty: 12260.606445
	Iteration 28Q: 3 clusters Score -3786673 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -3786693.000000 Penalty: 12260.606445
	Iteration 29Q: 3 clusters Score -3786693 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -3786705.500000 Penalty: 12260.606445
	Iteration 30Q: 3 clusters Score -3786706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -3786721.000000 Penalty: 12260.606445
	Iteration 31Q: 3 clusters Score -3786721 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -3786725.750000 Penalty: 12260.606445
	Iteration 32Q: 3 clusters Score -3786726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -3786730.500000 Penalty: 12260.606445
	Iteration 33Q: 3 clusters Score -3786730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -3786731.250000 Penalty: 12260.606445
	Iteration 34Q: 3 clusters Score -3786731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -3786735.000000 Penalty: 12260.606445
	Iteration 35Q: 3 clusters Score -3786735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -3786740.000000 Penalty: 12260.606445
	Iteration 36Q: 3 clusters Score -3786740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -3786734.000000 Penalty: 12260.606445
	Iteration 37Q: 3 clusters Score -3786734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -3786740.000000 Penalty: 12260.606445
	Iteration 38Q: 3 clusters Score -3786740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -3786740.000000 Penalty: 12260.606445
	Iteration 39F: 3 clusters Score -3786740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (272049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272049 members 
Entering Unmasked Estep 
Score: -46888888.000000 Penalty: 7664.664551
	Iteration 0F: 2 clusters Score -4.688889e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136223 members 
Mstep: Class 2 contains 135826 members 
Entering Unmasked Estep 
Score: -46710020.000000 Penalty: 15329.329102
	Iteration 0F: 3 clusters Score -4.671002e+07 nChanged 129266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139691 members 
Mstep: Class 2 contains 132358 members 
Entering Unmasked Estep 
Score: -46784764.000000 Penalty: 15329.329102
	Iteration 1F: 3 clusters Score -4.678476e+07 nChanged 8321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141830 members 
Mstep: Class 2 contains 130219 members 
Entering Unmasked Estep 
Score: -46786264.000000 Penalty: 15329.329102
	Iteration 2Q: 3 clusters Score -4.678626e+07 nChanged 8525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145065 members 
Mstep: Class 2 contains 126984 members 
Entering Unmasked Estep 
Score: -46788548.000000 Penalty: 15329.329102
	Iteration 3Q: 3 clusters Score -4.678855e+07 nChanged 9414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150091 members 
Mstep: Class 2 contains 121958 members 
Entering Unmasked Estep 
Score: -46791324.000000 Penalty: 15329.329102
	Iteration 4Q: 3 clusters Score -4.679132e+07 nChanged 10981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157436 members 
Mstep: Class 2 contains 114613 members 
Entering Unmasked Estep 
Score: -46795852.000000 Penalty: 15329.329102
	Iteration 5Q: 3 clusters Score -4.679585e+07 nChanged 13420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167946 members 
Mstep: Class 2 contains 104103 members 
Entering Unmasked Estep 
Score: -46802164.000000 Penalty: 15329.329102
	Iteration 6Q: 3 clusters Score -4.680216e+07 nChanged 16235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182143 members 
Mstep: Class 2 contains 89906 members 
Entering Unmasked Estep 
Score: -46812156.000000 Penalty: 15329.329102
	Iteration 7F: 3 clusters Score -4.681216e+07 nChanged 18776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199871 members 
Mstep: Class 2 contains 72178 members 
Entering Unmasked Estep 
Score: -46826040.000000 Penalty: 15329.329102
	Iteration 8F: 3 clusters Score -4.682604e+07 nChanged 20496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220021 members 
Mstep: Class 2 contains 52028 members 
Entering Unmasked Estep 
Score: -46842632.000000 Penalty: 15329.329102
	Iteration 9F: 3 clusters Score -4.684263e+07 nChanged 18802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238731 members 
Mstep: Class 2 contains 33318 members 
Entering Unmasked Estep 
Score: -46857944.000000 Penalty: 15329.329102
	Iteration 10F: 3 clusters Score -4.685794e+07 nChanged 13999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252686 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -46868804.000000 Penalty: 15329.329102
	Iteration 11F: 3 clusters Score -4.68688e+07 nChanged 8738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261402 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -46875528.000000 Penalty: 15329.329102
	Iteration 12Q: 3 clusters Score -4.687553e+07 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266207 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -46878996.000000 Penalty: 15329.329102
	Iteration 13Q: 3 clusters Score -4.6879e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268685 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -46880636.000000 Penalty: 15329.329102
	Iteration 14Q: 3 clusters Score -4.688064e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269918 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -46881444.000000 Penalty: 15329.329102
	Iteration 15Q: 3 clusters Score -4.688144e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270492 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -46881824.000000 Penalty: 15329.329102
	Iteration 16Q: 3 clusters Score -4.688182e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270760 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -46882096.000000 Penalty: 15329.329102
	Iteration 17Q: 3 clusters Score -4.68821e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270897 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -46882188.000000 Penalty: 15329.329102
	Iteration 18Q: 3 clusters Score -4.688219e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270994 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -46882232.000000 Penalty: 15329.329102
	Iteration 19Q: 3 clusters Score -4.688223e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271060 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -46882280.000000 Penalty: 15329.329102
	Iteration 20F: 3 clusters Score -4.688228e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271109 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -46882352.000000 Penalty: 15329.329102
	Iteration 21Q: 3 clusters Score -4.688235e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271128 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -46882392.000000 Penalty: 15329.329102
	Iteration 22Q: 3 clusters Score -4.688239e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271147 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -46882428.000000 Penalty: 15329.329102
	Iteration 23Q: 3 clusters Score -4.688243e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271158 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -46882416.000000 Penalty: 15329.329102
	Iteration 24Q: 3 clusters Score -4.688242e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271176 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -46882456.000000 Penalty: 15329.329102
	Iteration 25Q: 3 clusters Score -4.688246e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271180 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -46882456.000000 Penalty: 15329.329102
	Iteration 26Q: 3 clusters Score -4.688246e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271179 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -46882464.000000 Penalty: 15329.329102
	Iteration 27Q: 3 clusters Score -4.688246e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271180 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -46882460.000000 Penalty: 15329.329102
	Iteration 28Q: 3 clusters Score -4.688246e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271184 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -46882468.000000 Penalty: 15329.329102
	Iteration 29Q: 3 clusters Score -4.688247e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271187 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -46882464.000000 Penalty: 15329.329102
	Iteration 30Q: 3 clusters Score -4.688246e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271189 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -46882468.000000 Penalty: 15329.329102
	Iteration 31Q: 3 clusters Score -4.688247e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271190 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -46882464.000000 Penalty: 15329.329102
	Iteration 32Q: 3 clusters Score -4.688246e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271190 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -46882484.000000 Penalty: 15329.329102
	Iteration 33Q: 3 clusters Score -4.688248e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271191 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -46882480.000000 Penalty: 15329.329102
	Iteration 34Q: 3 clusters Score -4.688248e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271192 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -46882496.000000 Penalty: 15329.329102
	Iteration 35Q: 3 clusters Score -4.68825e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271193 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -46882476.000000 Penalty: 15329.329102
	Iteration 36Q: 3 clusters Score -4.688248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271195 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -46882480.000000 Penalty: 15329.329102
	Iteration 37Q: 3 clusters Score -4.688248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271195 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -46882468.000000 Penalty: 15329.329102
	Iteration 38Q: 3 clusters Score -4.688247e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271196 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -46882492.000000 Penalty: 15329.329102
	Iteration 39Q: 3 clusters Score -4.688249e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271198 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -46882516.000000 Penalty: 15329.329102
	Iteration 40F: 3 clusters Score -4.688252e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271199 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -46882496.000000 Penalty: 15329.329102
	Iteration 41Q: 3 clusters Score -4.68825e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271201 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -46882520.000000 Penalty: 15329.329102
	Iteration 42Q: 3 clusters Score -4.688252e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271200 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -46882480.000000 Penalty: 15329.329102
	Iteration 43Q: 3 clusters Score -4.688248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271202 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -46882508.000000 Penalty: 15329.329102
	Iteration 44Q: 3 clusters Score -4.688251e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271203 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -46882524.000000 Penalty: 15329.329102
	Iteration 45Q: 3 clusters Score -4.688252e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271203 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -46882528.000000 Penalty: 15329.329102
	Iteration 46Q: 3 clusters Score -4.688253e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271203 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -46882516.000000 Penalty: 15329.329102
	Iteration 47Q: 3 clusters Score -4.688252e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271203 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -46882516.000000 Penalty: 15329.329102
	Iteration 48F: 3 clusters Score -4.688252e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (20926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Entering Unmasked Estep 
Score: -3630747.750000 Penalty: 6093.607910
	Iteration 0F: 2 clusters Score -3630748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -3613648.250000 Penalty: 12187.215820
	Iteration 0F: 3 clusters Score -3613648 nChanged 8512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -3618245.250000 Penalty: 12187.215820
	Iteration 1F: 3 clusters Score -3618245 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -3619191.250000 Penalty: 12187.215820
	Iteration 2F: 3 clusters Score -3619191 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -3620088.500000 Penalty: 12187.215820
	Iteration 3F: 3 clusters Score -3620088 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -3620852.750000 Penalty: 12187.215820
	Iteration 4F: 3 clusters Score -3620853 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -3621543.750000 Penalty: 12187.215820
	Iteration 5F: 3 clusters Score -3621544 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -3622159.750000 Penalty: 12187.215820
	Iteration 6Q: 3 clusters Score -3622160 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -3622781.750000 Penalty: 12187.215820
	Iteration 7Q: 3 clusters Score -3622782 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -3623406.250000 Penalty: 12187.215820
	Iteration 8Q: 3 clusters Score -3623406 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -3623947.000000 Penalty: 12187.215820
	Iteration 9Q: 3 clusters Score -3623947 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -3624457.000000 Penalty: 12187.215820
	Iteration 10Q: 3 clusters Score -3624457 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -3624905.750000 Penalty: 12187.215820
	Iteration 11Q: 3 clusters Score -3624906 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -3625327.000000 Penalty: 12187.215820
	Iteration 12Q: 3 clusters Score -3625327 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -3625674.750000 Penalty: 12187.215820
	Iteration 13Q: 3 clusters Score -3625675 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -3625944.500000 Penalty: 12187.215820
	Iteration 14Q: 3 clusters Score -3625944 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -3626174.250000 Penalty: 12187.215820
	Iteration 15Q: 3 clusters Score -3626174 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -3626318.250000 Penalty: 12187.215820
	Iteration 16Q: 3 clusters Score -3626318 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -3626459.500000 Penalty: 12187.215820
	Iteration 17Q: 3 clusters Score -3626460 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -3626566.250000 Penalty: 12187.215820
	Iteration 18Q: 3 clusters Score -3626566 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -3626646.750000 Penalty: 12187.215820
	Iteration 19Q: 3 clusters Score -3626647 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -3626742.250000 Penalty: 12187.215820
	Iteration 20F: 3 clusters Score -3626742 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -3626823.750000 Penalty: 12187.215820
	Iteration 21Q: 3 clusters Score -3626824 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -3626898.750000 Penalty: 12187.215820
	Iteration 22Q: 3 clusters Score -3626899 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -3626967.000000 Penalty: 12187.215820
	Iteration 23Q: 3 clusters Score -3626967 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -3627013.500000 Penalty: 12187.215820
	Iteration 24Q: 3 clusters Score -3627014 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -3627076.000000 Penalty: 12187.215820
	Iteration 25Q: 3 clusters Score -3627076 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -3627113.500000 Penalty: 12187.215820
	Iteration 26Q: 3 clusters Score -3627114 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -3627147.000000 Penalty: 12187.215820
	Iteration 27Q: 3 clusters Score -3627147 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -3627171.250000 Penalty: 12187.215820
	Iteration 28Q: 3 clusters Score -3627171 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -3627206.000000 Penalty: 12187.215820
	Iteration 29Q: 3 clusters Score -3627206 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -3627216.750000 Penalty: 12187.215820
	Iteration 30Q: 3 clusters Score -3627217 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -3627245.000000 Penalty: 12187.215820
	Iteration 31Q: 3 clusters Score -3627245 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -3627271.250000 Penalty: 12187.215820
	Iteration 32Q: 3 clusters Score -3627271 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -3627294.750000 Penalty: 12187.215820
	Iteration 33Q: 3 clusters Score -3627295 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -3627312.000000 Penalty: 12187.215820
	Iteration 34Q: 3 clusters Score -3627312 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -3627327.750000 Penalty: 12187.215820
	Iteration 35Q: 3 clusters Score -3627328 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -3627323.750000 Penalty: 12187.215820
	Iteration 36Q: 3 clusters Score -3627324 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -3627340.500000 Penalty: 12187.215820
	Iteration 37Q: 3 clusters Score -3627340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -3627343.750000 Penalty: 12187.215820
	Iteration 38Q: 3 clusters Score -3627344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -3627355.000000 Penalty: 12187.215820
	Iteration 39Q: 3 clusters Score -3627355 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -3627367.250000 Penalty: 12187.215820
	Iteration 40F: 3 clusters Score -3627367 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -3627375.000000 Penalty: 12187.215820
	Iteration 41Q: 3 clusters Score -3627375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -3627372.250000 Penalty: 12187.215820
	Iteration 42Q: 3 clusters Score -3627372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -3627375.750000 Penalty: 12187.215820
	Iteration 43Q: 3 clusters Score -3627376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -3627377.750000 Penalty: 12187.215820
	Iteration 44Q: 3 clusters Score -3627378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -3627386.750000 Penalty: 12187.215820
	Iteration 45Q: 3 clusters Score -3627387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -3627382.000000 Penalty: 12187.215820
	Iteration 46Q: 3 clusters Score -3627382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -3627388.500000 Penalty: 12187.215820
	Iteration 47Q: 3 clusters Score -3627388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -3627388.250000 Penalty: 12187.215820
	Iteration 48Q: 3 clusters Score -3627388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -3627382.000000 Penalty: 12187.215820
	Iteration 49Q: 3 clusters Score -3627382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -3627385.000000 Penalty: 12187.215820
	Iteration 50Q: 3 clusters Score -3627385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -3627386.500000 Penalty: 12187.215820
	Iteration 51Q: 3 clusters Score -3627386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -3627384.750000 Penalty: 12187.215820
	Iteration 52Q: 3 clusters Score -3627385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -3627384.750000 Penalty: 12187.215820
	Iteration 53F: 3 clusters Score -3627385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (24421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24421 members 
Entering Unmasked Estep 
Score: -4259413.500000 Penalty: 6188.209473
	Iteration 0F: 2 clusters Score -4259414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -4240093.500000 Penalty: 12376.418945
	Iteration 0F: 3 clusters Score -4240094 nChanged 10017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -4245331.000000 Penalty: 12376.418945
	Iteration 1F: 3 clusters Score -4245331 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -4245980.000000 Penalty: 12376.418945
	Iteration 2F: 3 clusters Score -4245980 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -4246406.000000 Penalty: 12376.418945
	Iteration 3Q: 3 clusters Score -4246406 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -4246698.000000 Penalty: 12376.418945
	Iteration 4Q: 3 clusters Score -4246698 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -4246885.500000 Penalty: 12376.418945
	Iteration 5Q: 3 clusters Score -4246886 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -4247056.000000 Penalty: 12376.418945
	Iteration 6Q: 3 clusters Score -4247056 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -4247216.000000 Penalty: 12376.418945
	Iteration 7Q: 3 clusters Score -4247216 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -4247345.000000 Penalty: 12376.418945
	Iteration 8Q: 3 clusters Score -4247345 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -4247485.000000 Penalty: 12376.418945
	Iteration 9Q: 3 clusters Score -4247485 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -4247625.500000 Penalty: 12376.418945
	Iteration 10Q: 3 clusters Score -4247626 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -4247810.500000 Penalty: 12376.418945
	Iteration 11Q: 3 clusters Score -4247810 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -4247996.000000 Penalty: 12376.418945
	Iteration 12Q: 3 clusters Score -4247996 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -4248239.500000 Penalty: 12376.418945
	Iteration 13Q: 3 clusters Score -4248240 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -4248516.500000 Penalty: 12376.418945
	Iteration 14Q: 3 clusters Score -4248516 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -4248865.500000 Penalty: 12376.418945
	Iteration 15Q: 3 clusters Score -4248866 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -4249334.500000 Penalty: 12376.418945
	Iteration 16Q: 3 clusters Score -4249334 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -4249943.500000 Penalty: 12376.418945
	Iteration 17Q: 3 clusters Score -4249944 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -4250609.500000 Penalty: 12376.418945
	Iteration 18Q: 3 clusters Score -4250610 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -4251323.000000 Penalty: 12376.418945
	Iteration 19Q: 3 clusters Score -4251323 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -4252012.000000 Penalty: 12376.418945
	Iteration 20F: 3 clusters Score -4252012 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -4252610.500000 Penalty: 12376.418945
	Iteration 21Q: 3 clusters Score -4252610 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -4253058.000000 Penalty: 12376.418945
	Iteration 22Q: 3 clusters Score -4253058 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -4253359.500000 Penalty: 12376.418945
	Iteration 23Q: 3 clusters Score -4253360 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -4253560.500000 Penalty: 12376.418945
	Iteration 24Q: 3 clusters Score -4253560 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -4253680.500000 Penalty: 12376.418945
	Iteration 25Q: 3 clusters Score -4253680 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -4253797.500000 Penalty: 12376.418945
	Iteration 26Q: 3 clusters Score -4253798 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -4253871.000000 Penalty: 12376.418945
	Iteration 27Q: 3 clusters Score -4253871 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -4253916.000000 Penalty: 12376.418945
	Iteration 28Q: 3 clusters Score -4253916 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 23681 members 
Entering Unmasked Estep 
Score: -4253944.500000 Penalty: 12376.418945
	Iteration 29Q: 3 clusters Score -4253944 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -4253963.000000 Penalty: 12376.418945
	Iteration 30Q: 3 clusters Score -4253963 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -4253971.500000 Penalty: 12376.418945
	Iteration 31Q: 3 clusters Score -4253972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -4253977.500000 Penalty: 12376.418945
	Iteration 32Q: 3 clusters Score -4253978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 23714 members 
Entering Unmasked Estep 
Score: -4253987.500000 Penalty: 12376.418945
	Iteration 33Q: 3 clusters Score -4253988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -4254000.000000 Penalty: 12376.418945
	Iteration 34Q: 3 clusters Score -4254000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -4254000.500000 Penalty: 12376.418945
	Iteration 35Q: 3 clusters Score -4254000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -4254005.500000 Penalty: 12376.418945
	Iteration 36Q: 3 clusters Score -4254006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -4254022.000000 Penalty: 12376.418945
	Iteration 37Q: 3 clusters Score -4254022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -4254021.500000 Penalty: 12376.418945
	Iteration 38Q: 3 clusters Score -4254022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -4254030.500000 Penalty: 12376.418945
	Iteration 39Q: 3 clusters Score -4254030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 23759 members 
Entering Unmasked Estep 
Score: -4254044.500000 Penalty: 12376.418945
	Iteration 40F: 3 clusters Score -4254044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -4254053.000000 Penalty: 12376.418945
	Iteration 41Q: 3 clusters Score -4254053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 23772 members 
Entering Unmasked Estep 
Score: -4254065.000000 Penalty: 12376.418945
	Iteration 42Q: 3 clusters Score -4254065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -4254074.500000 Penalty: 12376.418945
	Iteration 43Q: 3 clusters Score -4254074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -4254087.500000 Penalty: 12376.418945
	Iteration 44Q: 3 clusters Score -4254088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -4254090.000000 Penalty: 12376.418945
	Iteration 45Q: 3 clusters Score -4254090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -4254093.000000 Penalty: 12376.418945
	Iteration 46Q: 3 clusters Score -4254093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -4254093.000000 Penalty: 12376.418945
	Iteration 47F: 3 clusters Score -4254093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Entering Unmasked Estep 
Score: -214706.953125 Penalty: 4439.272949
	Iteration 0F: 2 clusters Score -214707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -210194.609375 Penalty: 8878.545898
	Iteration 0F: 3 clusters Score -210194.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -210624.765625 Penalty: 8878.545898
	Iteration 1F: 3 clusters Score -210624.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -210808.875000 Penalty: 8878.545898
	Iteration 2F: 3 clusters Score -210808.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -211003.703125 Penalty: 8878.545898
	Iteration 3Q: 3 clusters Score -211003.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -211122.687500 Penalty: 8878.545898
	Iteration 4Q: 3 clusters Score -211122.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -211214.625000 Penalty: 8878.545898
	Iteration 5Q: 3 clusters Score -211214.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -211322.140625 Penalty: 8878.545898
	Iteration 6Q: 3 clusters Score -211322.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -211437.343750 Penalty: 8878.545898
	Iteration 7Q: 3 clusters Score -211437.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -211605.171875 Penalty: 8878.545898
	Iteration 8Q: 3 clusters Score -211605.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -211785.718750 Penalty: 8878.545898
	Iteration 9Q: 3 clusters Score -211785.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -211974.140625 Penalty: 8878.545898
	Iteration 10Q: 3 clusters Score -211974.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -212217.812500 Penalty: 8878.545898
	Iteration 11Q: 3 clusters Score -212217.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -212419.671875 Penalty: 8878.545898
	Iteration 12Q: 3 clusters Score -212419.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -212605.781250 Penalty: 8878.545898
	Iteration 13Q: 3 clusters Score -212605.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -212750.281250 Penalty: 8878.545898
	Iteration 14Q: 3 clusters Score -212750.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -212849.984375 Penalty: 8878.545898
	Iteration 15Q: 3 clusters Score -212850 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -212936.453125 Penalty: 8878.545898
	Iteration 16Q: 3 clusters Score -212936.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -212990.156250 Penalty: 8878.545898
	Iteration 17Q: 3 clusters Score -212990.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -213030.531250 Penalty: 8878.545898
	Iteration 18Q: 3 clusters Score -213030.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -213085.343750 Penalty: 8878.545898
	Iteration 19Q: 3 clusters Score -213085.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -213123.687500 Penalty: 8878.545898
	Iteration 20F: 3 clusters Score -213123.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -213138.734375 Penalty: 8878.545898
	Iteration 21Q: 3 clusters Score -213138.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -213153.843750 Penalty: 8878.545898
	Iteration 22Q: 3 clusters Score -213153.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -213161.593750 Penalty: 8878.545898
	Iteration 23Q: 3 clusters Score -213161.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -213169.906250 Penalty: 8878.545898
	Iteration 24Q: 3 clusters Score -213169.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -213180.343750 Penalty: 8878.545898
	Iteration 25Q: 3 clusters Score -213180.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -213185.078125 Penalty: 8878.545898
	Iteration 26Q: 3 clusters Score -213185.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -213201.312500 Penalty: 8878.545898
	Iteration 27Q: 3 clusters Score -213201.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -213208.578125 Penalty: 8878.545898
	Iteration 28Q: 3 clusters Score -213208.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -213208.578125 Penalty: 8878.545898
	Iteration 29F: 3 clusters Score -213208.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Entering Unmasked Estep 
Score: -422672.468750 Penalty: 4852.829102
	Iteration 0F: 2 clusters Score -422672.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -417252.343750 Penalty: 9705.658203
	Iteration 0F: 3 clusters Score -417252.3 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -418802.468750 Penalty: 9705.658203
	Iteration 1F: 3 clusters Score -418802.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -419956.750000 Penalty: 9705.658203
	Iteration 2F: 3 clusters Score -419956.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -420926.968750 Penalty: 9705.658203
	Iteration 3F: 3 clusters Score -420927 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -421779.437500 Penalty: 9705.658203
	Iteration 4F: 3 clusters Score -421779.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -422459.187500 Penalty: 9705.658203
	Iteration 5F: 3 clusters Score -422459.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -423027.375000 Penalty: 9705.658203
	Iteration 6F: 3 clusters Score -423027.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -423720.031250 Penalty: 9705.658203
	Iteration 7Q: 3 clusters Score -423720 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -424491.937500 Penalty: 9705.658203
	Iteration 8Q: 3 clusters Score -424491.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -424985.906250 Penalty: 9705.658203
	Iteration 9Q: 3 clusters Score -424985.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -425138.812500 Penalty: 9705.658203
	Iteration 10Q: 3 clusters Score -425138.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -425191.906250 Penalty: 9705.658203
	Iteration 11Q: 3 clusters Score -425191.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -425237.687500 Penalty: 9705.658203
	Iteration 12Q: 3 clusters Score -425237.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -425282.812500 Penalty: 9705.658203
	Iteration 13Q: 3 clusters Score -425282.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -425322.062500 Penalty: 9705.658203
	Iteration 14Q: 3 clusters Score -425322.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -425350.562500 Penalty: 9705.658203
	Iteration 15Q: 3 clusters Score -425350.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -425392.656250 Penalty: 9705.658203
	Iteration 16Q: 3 clusters Score -425392.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -425413.437500 Penalty: 9705.658203
	Iteration 17Q: 3 clusters Score -425413.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -425426.531250 Penalty: 9705.658203
	Iteration 18Q: 3 clusters Score -425426.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -425441.562500 Penalty: 9705.658203
	Iteration 19Q: 3 clusters Score -425441.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -425531.468750 Penalty: 9705.658203
	Iteration 20F: 3 clusters Score -425531.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -426092.250000 Penalty: 9705.658203
	Iteration 21Q: 3 clusters Score -426092.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -427400.781250 Penalty: 9705.658203
	Iteration 22Q: 3 clusters Score -427400.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -427579.312500 Penalty: 9705.658203
	Iteration 23Q: 3 clusters Score -427579.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -427579.312500 Penalty: 9705.658203
	Iteration 24F: 3 clusters Score -427579.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 209857 members 
Mstep: Class 2 contains 7600 members 
Mstep: Class 3 contains 30034 members 
Mstep: Class 4 contains 54983 members 
Mstep: Class 5 contains 37364 members 
Mstep: Class 6 contains 2677 members 
Mstep: Class 7 contains 2810 members 
Mstep: Class 8 contains 13169 members 
Mstep: Class 9 contains 22218 members 
Mstep: Class 10 contains 272049 members 
Mstep: Class 11 contains 1622 members 
Mstep: Class 12 contains 20926 members 
Mstep: Class 13 contains 24421 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 1138 members 
Mstep: Class 17 contains 87873 members 
Mstep: Class 18 contains 524987 members 
Mstep: Class 20 contains 642 members 
Mstep: Class 21 contains 11508 members 
Mstep: Class 22 contains 46974 members 
Entering Unmasked Estep 
Score: -233331184.000000 Penalty: 173134.625000
Splitting cluster 16 changes total score from -233330624.000000 to -233331184.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 17 (87873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87873 members 
Entering Unmasked Estep 
Score: -14841487.000000 Penalty: 6972.484375
	Iteration 0F: 2 clusters Score -1.484149e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44001 members 
Mstep: Class 2 contains 43872 members 
Entering Unmasked Estep 
Score: -14781484.000000 Penalty: 13944.968750
	Iteration 0F: 3 clusters Score -1.478148e+07 nChanged 39736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45111 members 
Mstep: Class 2 contains 42762 members 
Entering Unmasked Estep 
Score: -14803297.000000 Penalty: 13944.968750
	Iteration 1F: 3 clusters Score -1.48033e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46056 members 
Mstep: Class 2 contains 41817 members 
Entering Unmasked Estep 
Score: -14804391.000000 Penalty: 13944.968750
	Iteration 2Q: 3 clusters Score -1.480439e+07 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47501 members 
Mstep: Class 2 contains 40372 members 
Entering Unmasked Estep 
Score: -14805730.000000 Penalty: 13944.968750
	Iteration 3Q: 3 clusters Score -1.480573e+07 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49466 members 
Mstep: Class 2 contains 38407 members 
Entering Unmasked Estep 
Score: -14807134.000000 Penalty: 13944.968750
	Iteration 4Q: 3 clusters Score -1.480713e+07 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52058 members 
Mstep: Class 2 contains 35815 members 
Entering Unmasked Estep 
Score: -14809096.000000 Penalty: 13944.968750
	Iteration 5Q: 3 clusters Score -1.48091e+07 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55611 members 
Mstep: Class 2 contains 32262 members 
Entering Unmasked Estep 
Score: -14811622.000000 Penalty: 13944.968750
	Iteration 6F: 3 clusters Score -1.481162e+07 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60164 members 
Mstep: Class 2 contains 27709 members 
Entering Unmasked Estep 
Score: -14815098.000000 Penalty: 13944.968750
	Iteration 7F: 3 clusters Score -1.48151e+07 nChanged 5848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65404 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -14819314.000000 Penalty: 13944.968750
	Iteration 8F: 3 clusters Score -1.481931e+07 nChanged 5752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70836 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -14823863.000000 Penalty: 13944.968750
	Iteration 9F: 3 clusters Score -1.482386e+07 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75797 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -14828012.000000 Penalty: 13944.968750
	Iteration 10F: 3 clusters Score -1.482801e+07 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79774 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -14831372.000000 Penalty: 13944.968750
	Iteration 11Q: 3 clusters Score -1.483137e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82548 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -14833618.000000 Penalty: 13944.968750
	Iteration 12Q: 3 clusters Score -1.483362e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84249 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -14834897.000000 Penalty: 13944.968750
	Iteration 13Q: 3 clusters Score -1.48349e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85217 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -14835530.000000 Penalty: 13944.968750
	Iteration 14Q: 3 clusters Score -1.483553e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85730 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -14835821.000000 Penalty: 13944.968750
	Iteration 15Q: 3 clusters Score -1.483582e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86037 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -14836005.000000 Penalty: 13944.968750
	Iteration 16Q: 3 clusters Score -1.4836e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86218 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -14836074.000000 Penalty: 13944.968750
	Iteration 17Q: 3 clusters Score -1.483607e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86330 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -14836155.000000 Penalty: 13944.968750
	Iteration 18Q: 3 clusters Score -1.483616e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86408 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -14836235.000000 Penalty: 13944.968750
	Iteration 19Q: 3 clusters Score -1.483624e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86447 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -14836266.000000 Penalty: 13944.968750
	Iteration 20F: 3 clusters Score -1.483627e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86484 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -14836292.000000 Penalty: 13944.968750
	Iteration 21Q: 3 clusters Score -1.483629e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86507 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -14836307.000000 Penalty: 13944.968750
	Iteration 22Q: 3 clusters Score -1.483631e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86520 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -14836304.000000 Penalty: 13944.968750
	Iteration 23Q: 3 clusters Score -1.48363e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86535 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -14836339.000000 Penalty: 13944.968750
	Iteration 24Q: 3 clusters Score -1.483634e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86540 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -14836343.000000 Penalty: 13944.968750
	Iteration 25Q: 3 clusters Score -1.483634e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86549 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -14836369.000000 Penalty: 13944.968750
	Iteration 26Q: 3 clusters Score -1.483637e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86556 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -14836365.000000 Penalty: 13944.968750
	Iteration 27Q: 3 clusters Score -1.483636e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86564 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -14836346.000000 Penalty: 13944.968750
	Iteration 28Q: 3 clusters Score -1.483635e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86568 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -14836353.000000 Penalty: 13944.968750
	Iteration 29Q: 3 clusters Score -1.483635e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86572 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -14836364.000000 Penalty: 13944.968750
	Iteration 30Q: 3 clusters Score -1.483636e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86576 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -14836366.000000 Penalty: 13944.968750
	Iteration 31Q: 3 clusters Score -1.483637e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86581 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -14836354.000000 Penalty: 13944.968750
	Iteration 32Q: 3 clusters Score -1.483635e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86581 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -14836348.000000 Penalty: 13944.968750
	Iteration 33Q: 3 clusters Score -1.483635e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86582 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -14836356.000000 Penalty: 13944.968750
	Iteration 34Q: 3 clusters Score -1.483636e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86586 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -14836371.000000 Penalty: 13944.968750
	Iteration 35Q: 3 clusters Score -1.483637e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86590 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -14836373.000000 Penalty: 13944.968750
	Iteration 36Q: 3 clusters Score -1.483637e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86592 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -14836384.000000 Penalty: 13944.968750
	Iteration 37Q: 3 clusters Score -1.483638e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86591 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -14836400.000000 Penalty: 13944.968750
	Iteration 38Q: 3 clusters Score -1.48364e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86595 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -14836393.000000 Penalty: 13944.968750
	Iteration 39Q: 3 clusters Score -1.483639e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86596 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -14836398.000000 Penalty: 13944.968750
	Iteration 40F: 3 clusters Score -1.48364e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (524987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524987 members 
Entering Unmasked Estep 
Score: -90133840.000000 Penalty: 8067.316895
	Iteration 0F: 2 clusters Score -9.013384e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262823 members 
Mstep: Class 2 contains 262164 members 
Entering Unmasked Estep 
Score: -89811944.000000 Penalty: 16134.633789
	Iteration 0F: 3 clusters Score -8.981194e+07 nChanged 252251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266086 members 
Mstep: Class 2 contains 258901 members 
Entering Unmasked Estep 
Score: -89960504.000000 Penalty: 16134.633789
	Iteration 1F: 3 clusters Score -8.99605e+07 nChanged 11088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268156 members 
Mstep: Class 2 contains 256831 members 
Entering Unmasked Estep 
Score: -89962072.000000 Penalty: 16134.633789
	Iteration 2Q: 3 clusters Score -8.996207e+07 nChanged 10960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271472 members 
Mstep: Class 2 contains 253515 members 
Entering Unmasked Estep 
Score: -89963632.000000 Penalty: 16134.633789
	Iteration 3Q: 3 clusters Score -8.996363e+07 nChanged 11276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276686 members 
Mstep: Class 2 contains 248301 members 
Entering Unmasked Estep 
Score: -89965336.000000 Penalty: 16134.633789
	Iteration 4Q: 3 clusters Score -8.996534e+07 nChanged 12425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284955 members 
Mstep: Class 2 contains 240032 members 
Entering Unmasked Estep 
Score: -89967856.000000 Penalty: 16134.633789
	Iteration 5Q: 3 clusters Score -8.996786e+07 nChanged 15399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297800 members 
Mstep: Class 2 contains 227187 members 
Entering Unmasked Estep 
Score: -89972216.000000 Penalty: 16134.633789
	Iteration 6Q: 3 clusters Score -8.997222e+07 nChanged 21030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317528 members 
Mstep: Class 2 contains 207459 members 
Entering Unmasked Estep 
Score: -89981120.000000 Penalty: 16134.633789
	Iteration 7Q: 3 clusters Score -8.998112e+07 nChanged 29863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346731 members 
Mstep: Class 2 contains 178256 members 
Entering Unmasked Estep 
Score: -89997048.000000 Penalty: 16134.633789
	Iteration 8F: 3 clusters Score -8.999705e+07 nChanged 40290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386697 members 
Mstep: Class 2 contains 138290 members 
Entering Unmasked Estep 
Score: -90027280.000000 Penalty: 16134.633789
	Iteration 9F: 3 clusters Score -9.002728e+07 nChanged 47601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434128 members 
Mstep: Class 2 contains 90859 members 
Entering Unmasked Estep 
Score: -90069128.000000 Penalty: 16134.633789
	Iteration 10F: 3 clusters Score -9.006913e+07 nChanged 44002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478090 members 
Mstep: Class 2 contains 46897 members 
Entering Unmasked Estep 
Score: -90102200.000000 Penalty: 16134.633789
	Iteration 11F: 3 clusters Score -9.01022e+07 nChanged 27655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505713 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -90118296.000000 Penalty: 16134.633789
	Iteration 12F: 3 clusters Score -9.01183e+07 nChanged 11987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517678 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -90123392.000000 Penalty: 16134.633789
	Iteration 13Q: 3 clusters Score -9.012339e+07 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521659 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -90125888.000000 Penalty: 16134.633789
	Iteration 14Q: 3 clusters Score -9.012589e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522919 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -90126512.000000 Penalty: 16134.633789
	Iteration 15Q: 3 clusters Score -9.012651e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523320 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -90126800.000000 Penalty: 16134.633789
	Iteration 16Q: 3 clusters Score -9.01268e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523490 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -90127184.000000 Penalty: 16134.633789
	Iteration 17Q: 3 clusters Score -9.012718e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523549 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -90127464.000000 Penalty: 16134.633789
	Iteration 18Q: 3 clusters Score -9.012746e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523550 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -90127640.000000 Penalty: 16134.633789
	Iteration 19Q: 3 clusters Score -9.012764e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523532 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -90127768.000000 Penalty: 16134.633789
	Iteration 20F: 3 clusters Score -9.012777e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523507 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -90127896.000000 Penalty: 16134.633789
	Iteration 21Q: 3 clusters Score -9.01279e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523495 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -90127976.000000 Penalty: 16134.633789
	Iteration 22Q: 3 clusters Score -9.012798e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523490 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -90128024.000000 Penalty: 16134.633789
	Iteration 23Q: 3 clusters Score -9.012802e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523470 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -90128096.000000 Penalty: 16134.633789
	Iteration 24Q: 3 clusters Score -9.01281e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523443 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -90128136.000000 Penalty: 16134.633789
	Iteration 25Q: 3 clusters Score -9.012814e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523410 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -90128240.000000 Penalty: 16134.633789
	Iteration 26Q: 3 clusters Score -9.012824e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523396 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -90128256.000000 Penalty: 16134.633789
	Iteration 27Q: 3 clusters Score -9.012826e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523378 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -90128272.000000 Penalty: 16134.633789
	Iteration 28Q: 3 clusters Score -9.012827e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523365 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -90128208.000000 Penalty: 16134.633789
	Iteration 29Q: 3 clusters Score -9.012821e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523365 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -90128264.000000 Penalty: 16134.633789
	Iteration 30Q: 3 clusters Score -9.012826e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523356 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -90128248.000000 Penalty: 16134.633789
	Iteration 31Q: 3 clusters Score -9.012825e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523347 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -90128312.000000 Penalty: 16134.633789
	Iteration 32Q: 3 clusters Score -9.012831e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523346 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -90128264.000000 Penalty: 16134.633789
	Iteration 33Q: 3 clusters Score -9.012826e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523333 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -90128312.000000 Penalty: 16134.633789
	Iteration 34Q: 3 clusters Score -9.012831e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523329 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -90128352.000000 Penalty: 16134.633789
	Iteration 35Q: 3 clusters Score -9.012835e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523326 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -90128312.000000 Penalty: 16134.633789
	Iteration 36Q: 3 clusters Score -9.012831e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523317 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -90128320.000000 Penalty: 16134.633789
	Iteration 37Q: 3 clusters Score -9.012832e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523315 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -90128312.000000 Penalty: 16134.633789
	Iteration 38Q: 3 clusters Score -9.012831e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523315 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -90128248.000000 Penalty: 16134.633789
	Iteration 39Q: 3 clusters Score -9.012825e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523313 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -90128264.000000 Penalty: 16134.633789
	Iteration 40F: 3 clusters Score -9.012826e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523308 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -90128296.000000 Penalty: 16134.633789
	Iteration 41Q: 3 clusters Score -9.01283e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523308 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -90128280.000000 Penalty: 16134.633789
	Iteration 42Q: 3 clusters Score -9.012828e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523309 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -90128320.000000 Penalty: 16134.633789
	Iteration 43Q: 3 clusters Score -9.012832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523307 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -90128336.000000 Penalty: 16134.633789
	Iteration 44Q: 3 clusters Score -9.012834e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523307 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -90128312.000000 Penalty: 16134.633789
	Iteration 45Q: 3 clusters Score -9.012831e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523305 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -90128344.000000 Penalty: 16134.633789
	Iteration 46Q: 3 clusters Score -9.012834e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523302 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -90128328.000000 Penalty: 16134.633789
	Iteration 47Q: 3 clusters Score -9.012833e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523300 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -90128312.000000 Penalty: 16134.633789
	Iteration 48Q: 3 clusters Score -9.012831e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523299 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -90128312.000000 Penalty: 16134.633789
	Iteration 49Q: 3 clusters Score -9.012831e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523298 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -90128320.000000 Penalty: 16134.633789
	Iteration 50Q: 3 clusters Score -9.012832e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523295 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -90128368.000000 Penalty: 16134.633789
	Iteration 51Q: 3 clusters Score -9.012837e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523294 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -90128416.000000 Penalty: 16134.633789
	Iteration 52Q: 3 clusters Score -9.012842e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523292 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -90128352.000000 Penalty: 16134.633789
	Iteration 53Q: 3 clusters Score -9.012835e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523291 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -90128384.000000 Penalty: 16134.633789
	Iteration 54Q: 3 clusters Score -9.012838e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523291 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -90128408.000000 Penalty: 16134.633789
	Iteration 55Q: 3 clusters Score -9.012841e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523289 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -90128400.000000 Penalty: 16134.633789
	Iteration 56Q: 3 clusters Score -9.01284e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523288 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -90128408.000000 Penalty: 16134.633789
	Iteration 57Q: 3 clusters Score -9.012841e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523288 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -90128408.000000 Penalty: 16134.633789
	Iteration 58F: 3 clusters Score -9.012841e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Entering Unmasked Estep 
Score: -89731.171875 Penalty: 3959.560303
	Iteration 0F: 2 clusters Score -89731.17 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 323 members 
Entering Unmasked Estep 
Score: -86275.546875 Penalty: 7919.120605
	Iteration 0F: 3 clusters Score -86275.55 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -86599.156250 Penalty: 7919.120605
	Iteration 1F: 3 clusters Score -86599.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -86687.179688 Penalty: 7919.120605
	Iteration 2Q: 3 clusters Score -86687.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -86740.031250 Penalty: 7919.120605
	Iteration 3Q: 3 clusters Score -86740.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -86763.492188 Penalty: 7919.120605
	Iteration 4Q: 3 clusters Score -86763.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -86763.492188 Penalty: 7919.120605
	Iteration 5F: 3 clusters Score -86763.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Entering Unmasked Estep 
Score: -1902494.125000 Penalty: 5727.363770
	Iteration 0F: 2 clusters Score -1902494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1891418.875000 Penalty: 11454.727539
	Iteration 0F: 3 clusters Score -1891419 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1894357.000000 Penalty: 11454.727539
	Iteration 1F: 3 clusters Score -1894357 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1895253.500000 Penalty: 11454.727539
	Iteration 2F: 3 clusters Score -1895254 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1895907.375000 Penalty: 11454.727539
	Iteration 3F: 3 clusters Score -1895907 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1896397.500000 Penalty: 11454.727539
	Iteration 4F: 3 clusters Score -1896398 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1896762.250000 Penalty: 11454.727539
	Iteration 5Q: 3 clusters Score -1896762 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1897013.250000 Penalty: 11454.727539
	Iteration 6Q: 3 clusters Score -1897013 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1897248.875000 Penalty: 11454.727539
	Iteration 7Q: 3 clusters Score -1897249 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1897440.875000 Penalty: 11454.727539
	Iteration 8Q: 3 clusters Score -1897441 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1897607.250000 Penalty: 11454.727539
	Iteration 9Q: 3 clusters Score -1897607 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1897750.750000 Penalty: 11454.727539
	Iteration 10Q: 3 clusters Score -1897751 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1897868.250000 Penalty: 11454.727539
	Iteration 11Q: 3 clusters Score -1897868 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1897957.625000 Penalty: 11454.727539
	Iteration 12Q: 3 clusters Score -1897958 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1898031.250000 Penalty: 11454.727539
	Iteration 13Q: 3 clusters Score -1898031 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1898102.500000 Penalty: 11454.727539
	Iteration 14Q: 3 clusters Score -1898102 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1898158.875000 Penalty: 11454.727539
	Iteration 15Q: 3 clusters Score -1898159 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1898200.750000 Penalty: 11454.727539
	Iteration 16Q: 3 clusters Score -1898201 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1898253.250000 Penalty: 11454.727539
	Iteration 17Q: 3 clusters Score -1898253 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1898290.250000 Penalty: 11454.727539
	Iteration 18Q: 3 clusters Score -1898290 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1898333.500000 Penalty: 11454.727539
	Iteration 19Q: 3 clusters Score -1898334 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1898363.375000 Penalty: 11454.727539
	Iteration 20F: 3 clusters Score -1898363 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1898384.250000 Penalty: 11454.727539
	Iteration 21Q: 3 clusters Score -1898384 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1898398.125000 Penalty: 11454.727539
	Iteration 22Q: 3 clusters Score -1898398 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1898420.625000 Penalty: 11454.727539
	Iteration 23Q: 3 clusters Score -1898421 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1898439.750000 Penalty: 11454.727539
	Iteration 24Q: 3 clusters Score -1898440 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1898450.250000 Penalty: 11454.727539
	Iteration 25Q: 3 clusters Score -1898450 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1898463.750000 Penalty: 11454.727539
	Iteration 26Q: 3 clusters Score -1898464 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1898470.000000 Penalty: 11454.727539
	Iteration 27Q: 3 clusters Score -1898470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1898479.750000 Penalty: 11454.727539
	Iteration 28Q: 3 clusters Score -1898480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1898483.750000 Penalty: 11454.727539
	Iteration 29Q: 3 clusters Score -1898484 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1898491.625000 Penalty: 11454.727539
	Iteration 30Q: 3 clusters Score -1898492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1898501.375000 Penalty: 11454.727539
	Iteration 31Q: 3 clusters Score -1898501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1898500.750000 Penalty: 11454.727539
	Iteration 32Q: 3 clusters Score -1898501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1898505.000000 Penalty: 11454.727539
	Iteration 33Q: 3 clusters Score -1898505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1898510.125000 Penalty: 11454.727539
	Iteration 34Q: 3 clusters Score -1898510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1898510.625000 Penalty: 11454.727539
	Iteration 35Q: 3 clusters Score -1898511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1898512.375000 Penalty: 11454.727539
	Iteration 36Q: 3 clusters Score -1898512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1898514.250000 Penalty: 11454.727539
	Iteration 37Q: 3 clusters Score -1898514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1898518.625000 Penalty: 11454.727539
	Iteration 38Q: 3 clusters Score -1898519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1898519.000000 Penalty: 11454.727539
	Iteration 39Q: 3 clusters Score -1898519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1898527.500000 Penalty: 11454.727539
	Iteration 40F: 3 clusters Score -1898528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1898527.125000 Penalty: 11454.727539
	Iteration 41Q: 3 clusters Score -1898527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1898535.125000 Penalty: 11454.727539
	Iteration 42Q: 3 clusters Score -1898535 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1898535.625000 Penalty: 11454.727539
	Iteration 43Q: 3 clusters Score -1898536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1898541.250000 Penalty: 11454.727539
	Iteration 44Q: 3 clusters Score -1898541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1898543.125000 Penalty: 11454.727539
	Iteration 45Q: 3 clusters Score -1898543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1898546.250000 Penalty: 11454.727539
	Iteration 46Q: 3 clusters Score -1898546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1898546.000000 Penalty: 11454.727539
	Iteration 47Q: 3 clusters Score -1898546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1898551.625000 Penalty: 11454.727539
	Iteration 48Q: 3 clusters Score -1898552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1898551.625000 Penalty: 11454.727539
	Iteration 49Q: 3 clusters Score -1898552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1898558.000000 Penalty: 11454.727539
	Iteration 50Q: 3 clusters Score -1898558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1898556.125000 Penalty: 11454.727539
	Iteration 51Q: 3 clusters Score -1898556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1898556.500000 Penalty: 11454.727539
	Iteration 52Q: 3 clusters Score -1898556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1898561.500000 Penalty: 11454.727539
	Iteration 53Q: 3 clusters Score -1898562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1898562.375000 Penalty: 11454.727539
	Iteration 54Q: 3 clusters Score -1898562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1898562.375000 Penalty: 11454.727539
	Iteration 55F: 3 clusters Score -1898562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (46974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46974 members 
Entering Unmasked Estep 
Score: -8157678.000000 Penalty: 6588.876953
	Iteration 0F: 2 clusters Score -8157678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -8123890.000000 Penalty: 13177.753906
	Iteration 0F: 3 clusters Score -8123890 nChanged 20522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -8134834.000000 Penalty: 13177.753906
	Iteration 1F: 3 clusters Score -8134834 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
Score: -8135859.500000 Penalty: 13177.753906
	Iteration 2F: 3 clusters Score -8135860 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -8137084.500000 Penalty: 13177.753906
	Iteration 3Q: 3 clusters Score -8137084 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -8138904.500000 Penalty: 13177.753906
	Iteration 4F: 3 clusters Score -8138904 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 26514 members 
Entering Unmasked Estep 
Score: -8141260.000000 Penalty: 13177.753906
	Iteration 5F: 3 clusters Score -8141260 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 28198 members 
Entering Unmasked Estep 
Score: -8143678.000000 Penalty: 13177.753906
	Iteration 6F: 3 clusters Score -8143678 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 30197 members 
Entering Unmasked Estep 
Score: -8145869.500000 Penalty: 13177.753906
	Iteration 7F: 3 clusters Score -8145870 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 32299 members 
Entering Unmasked Estep 
Score: -8147731.000000 Penalty: 13177.753906
	Iteration 8F: 3 clusters Score -8147731 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 34349 members 
Entering Unmasked Estep 
Score: -8149394.000000 Penalty: 13177.753906
	Iteration 9F: 3 clusters Score -8149394 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 36204 members 
Entering Unmasked Estep 
Score: -8150722.500000 Penalty: 13177.753906
	Iteration 10Q: 3 clusters Score -8150722 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 37730 members 
Entering Unmasked Estep 
Score: -8151716.500000 Penalty: 13177.753906
	Iteration 11Q: 3 clusters Score -8151716 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 38976 members 
Entering Unmasked Estep 
Score: -8152420.500000 Penalty: 13177.753906
	Iteration 12Q: 3 clusters Score -8152420 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 39954 members 
Entering Unmasked Estep 
Score: -8152950.500000 Penalty: 13177.753906
	Iteration 13Q: 3 clusters Score -8152950 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 40746 members 
Entering Unmasked Estep 
Score: -8153348.000000 Penalty: 13177.753906
	Iteration 14Q: 3 clusters Score -8153348 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 41344 members 
Entering Unmasked Estep 
Score: -8153610.500000 Penalty: 13177.753906
	Iteration 15Q: 3 clusters Score -8153610 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 41804 members 
Entering Unmasked Estep 
Score: -8153826.500000 Penalty: 13177.753906
	Iteration 16Q: 3 clusters Score -8153826 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 42174 members 
Entering Unmasked Estep 
Score: -8154035.000000 Penalty: 13177.753906
	Iteration 17Q: 3 clusters Score -8154035 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 42467 members 
Entering Unmasked Estep 
Score: -8154099.500000 Penalty: 13177.753906
	Iteration 18Q: 3 clusters Score -8154100 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 42669 members 
Entering Unmasked Estep 
Score: -8154167.500000 Penalty: 13177.753906
	Iteration 19Q: 3 clusters Score -8154168 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 42848 members 
Entering Unmasked Estep 
Score: -8154236.000000 Penalty: 13177.753906
	Iteration 20F: 3 clusters Score -8154236 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 42989 members 
Entering Unmasked Estep 
Score: -8154302.500000 Penalty: 13177.753906
	Iteration 21Q: 3 clusters Score -8154302 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 43122 members 
Entering Unmasked Estep 
Score: -8154336.000000 Penalty: 13177.753906
	Iteration 22Q: 3 clusters Score -8154336 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 43230 members 
Entering Unmasked Estep 
Score: -8154376.500000 Penalty: 13177.753906
	Iteration 23Q: 3 clusters Score -8154376 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 43313 members 
Entering Unmasked Estep 
Score: -8154421.500000 Penalty: 13177.753906
	Iteration 24Q: 3 clusters Score -8154422 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 43375 members 
Entering Unmasked Estep 
Score: -8154419.000000 Penalty: 13177.753906
	Iteration 25Q: 3 clusters Score -8154419 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 43435 members 
Entering Unmasked Estep 
Score: -8154416.000000 Penalty: 13177.753906
	Iteration 26Q: 3 clusters Score -8154416 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 43477 members 
Entering Unmasked Estep 
Score: -8154429.500000 Penalty: 13177.753906
	Iteration 27Q: 3 clusters Score -8154430 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 43514 members 
Entering Unmasked Estep 
Score: -8154432.000000 Penalty: 13177.753906
	Iteration 28Q: 3 clusters Score -8154432 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 43543 members 
Entering Unmasked Estep 
Score: -8154443.000000 Penalty: 13177.753906
	Iteration 29Q: 3 clusters Score -8154443 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 43578 members 
Entering Unmasked Estep 
Score: -8154464.000000 Penalty: 13177.753906
	Iteration 30Q: 3 clusters Score -8154464 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 43601 members 
Entering Unmasked Estep 
Score: -8154477.500000 Penalty: 13177.753906
	Iteration 31Q: 3 clusters Score -8154478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 43616 members 
Entering Unmasked Estep 
Score: -8154477.000000 Penalty: 13177.753906
	Iteration 32Q: 3 clusters Score -8154477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 43625 members 
Entering Unmasked Estep 
Score: -8154487.000000 Penalty: 13177.753906
	Iteration 33Q: 3 clusters Score -8154487 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 43637 members 
Entering Unmasked Estep 
Score: -8154493.000000 Penalty: 13177.753906
	Iteration 34Q: 3 clusters Score -8154493 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 43646 members 
Entering Unmasked Estep 
Score: -8154493.500000 Penalty: 13177.753906
	Iteration 35Q: 3 clusters Score -8154494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 43652 members 
Entering Unmasked Estep 
Score: -8154496.000000 Penalty: 13177.753906
	Iteration 36Q: 3 clusters Score -8154496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 43657 members 
Entering Unmasked Estep 
Score: -8154496.500000 Penalty: 13177.753906
	Iteration 37Q: 3 clusters Score -8154496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 43666 members 
Entering Unmasked Estep 
Score: -8154499.000000 Penalty: 13177.753906
	Iteration 38Q: 3 clusters Score -8154499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 43670 members 
Entering Unmasked Estep 
Score: -8154492.500000 Penalty: 13177.753906
	Iteration 39Q: 3 clusters Score -8154492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 43677 members 
Entering Unmasked Estep 
Score: -8154508.500000 Penalty: 13177.753906
	Iteration 40F: 3 clusters Score -8154508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 43682 members 
Entering Unmasked Estep 
Score: -8154516.000000 Penalty: 13177.753906
	Iteration 41Q: 3 clusters Score -8154516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 43688 members 
Entering Unmasked Estep 
Score: -8154525.000000 Penalty: 13177.753906
	Iteration 42Q: 3 clusters Score -8154525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 43694 members 
Entering Unmasked Estep 
Score: -8154526.000000 Penalty: 13177.753906
	Iteration 43Q: 3 clusters Score -8154526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 43697 members 
Entering Unmasked Estep 
Score: -8154534.000000 Penalty: 13177.753906
	Iteration 44Q: 3 clusters Score -8154534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 43700 members 
Entering Unmasked Estep 
Score: -8154525.000000 Penalty: 13177.753906
	Iteration 45Q: 3 clusters Score -8154525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 43705 members 
Entering Unmasked Estep 
Score: -8154512.000000 Penalty: 13177.753906
	Iteration 46Q: 3 clusters Score -8154512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 43709 members 
Entering Unmasked Estep 
Score: -8154514.000000 Penalty: 13177.753906
	Iteration 47Q: 3 clusters Score -8154514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 43714 members 
Entering Unmasked Estep 
Score: -8154528.000000 Penalty: 13177.753906
	Iteration 48Q: 3 clusters Score -8154528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 43715 members 
Entering Unmasked Estep 
Score: -8154527.500000 Penalty: 13177.753906
	Iteration 49Q: 3 clusters Score -8154528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 43720 members 
Entering Unmasked Estep 
Score: -8154534.000000 Penalty: 13177.753906
	Iteration 50Q: 3 clusters Score -8154534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 43723 members 
Entering Unmasked Estep 
Score: -8154527.000000 Penalty: 13177.753906
	Iteration 51Q: 3 clusters Score -8154527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 43723 members 
Entering Unmasked Estep 
Score: -8154528.000000 Penalty: 13177.753906
	Iteration 52Q: 3 clusters Score -8154528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 43725 members 
Entering Unmasked Estep 
Score: -8154530.000000 Penalty: 13177.753906
	Iteration 53Q: 3 clusters Score -8154530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 43728 members 
Entering Unmasked Estep 
Score: -8154530.500000 Penalty: 13177.753906
	Iteration 54Q: 3 clusters Score -8154530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 43728 members 
Entering Unmasked Estep 
Score: -8154530.500000 Penalty: 13177.753906
	Iteration 55F: 3 clusters Score -8154530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 209857 members 
Mstep: Class 2 contains 7600 members 
Mstep: Class 3 contains 30034 members 
Mstep: Class 4 contains 54983 members 
Mstep: Class 5 contains 37364 members 
Mstep: Class 6 contains 2677 members 
Mstep: Class 7 contains 2810 members 
Mstep: Class 8 contains 13169 members 
Mstep: Class 9 contains 22218 members 
Mstep: Class 10 contains 272049 members 
Mstep: Class 12 contains 20926 members 
Mstep: Class 13 contains 24421 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 1138 members 
Mstep: Class 17 contains 87873 members 
Mstep: Class 18 contains 524987 members 
Mstep: Class 20 contains 642 members 
Mstep: Class 21 contains 11508 members 
Mstep: Class 22 contains 46974 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 79Q: 21 clusters Score -2.333312e+08 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 209766 members 
Mstep: Class 2 contains 7567 members 
Mstep: Class 3 contains 30026 members 
Mstep: Class 4 contains 54922 members 
Mstep: Class 5 contains 37316 members 
Mstep: Class 6 contains 2677 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 13176 members 
Mstep: Class 9 contains 22272 members 
Mstep: Class 10 contains 272711 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20927 members 
Mstep: Class 13 contains 24411 members 
Mstep: Class 15 contains 1404 members 
Mstep: Class 16 contains 1139 members 
Mstep: Class 17 contains 87875 members 
Mstep: Class 18 contains 524552 members 
Mstep: Class 20 contains 642 members 
Mstep: Class 21 contains 11506 members 
Mstep: Class 22 contains 46934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233331264.000000 Penalty: 173134.625000
Iteration 80F: 21 clusters Score -2.333313e+08 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 209722 members 
Mstep: Class 2 contains 7536 members 
Mstep: Class 3 contains 30016 members 
Mstep: Class 4 contains 54867 members 
Mstep: Class 5 contains 37272 members 
Mstep: Class 6 contains 2677 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 13198 members 
Mstep: Class 9 contains 22303 members 
Mstep: Class 10 contains 273252 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20926 members 
Mstep: Class 13 contains 24400 members 
Mstep: Class 15 contains 1404 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87870 members 
Mstep: Class 18 contains 524191 members 
Mstep: Class 20 contains 642 members 
Mstep: Class 21 contains 11501 members 
Mstep: Class 22 contains 46905 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 81Q: 21 clusters Score -2.333317e+08 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 209708 members 
Mstep: Class 2 contains 7514 members 
Mstep: Class 3 contains 30004 members 
Mstep: Class 4 contains 54814 members 
Mstep: Class 5 contains 37236 members 
Mstep: Class 6 contains 2677 members 
Mstep: Class 7 contains 2826 members 
Mstep: Class 8 contains 13212 members 
Mstep: Class 9 contains 22341 members 
Mstep: Class 10 contains 273736 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20923 members 
Mstep: Class 13 contains 24393 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87877 members 
Mstep: Class 18 contains 523821 members 
Mstep: Class 20 contains 642 members 
Mstep: Class 21 contains 11497 members 
Mstep: Class 22 contains 46876 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 82Q: 21 clusters Score -2.333315e+08 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 209655 members 
Mstep: Class 2 contains 7495 members 
Mstep: Class 3 contains 29978 members 
Mstep: Class 4 contains 54783 members 
Mstep: Class 5 contains 37190 members 
Mstep: Class 6 contains 2677 members 
Mstep: Class 7 contains 2837 members 
Mstep: Class 8 contains 13241 members 
Mstep: Class 9 contains 22386 members 
Mstep: Class 10 contains 274244 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20923 members 
Mstep: Class 13 contains 24379 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87880 members 
Mstep: Class 18 contains 523443 members 
Mstep: Class 20 contains 641 members 
Mstep: Class 21 contains 11494 members 
Mstep: Class 22 contains 46851 members 
Entering Unmasked Estep 
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Iteration 83Q: 21 clusters Score -2.333316e+08 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 209645 members 
Mstep: Class 2 contains 7474 members 
Mstep: Class 3 contains 29975 members 
Mstep: Class 4 contains 54725 members 
Mstep: Class 5 contains 37153 members 
Mstep: Class 6 contains 2677 members 
Mstep: Class 7 contains 2849 members 
Mstep: Class 8 contains 13262 members 
Mstep: Class 9 contains 22427 members 
Mstep: Class 10 contains 274687 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20924 members 
Mstep: Class 13 contains 24374 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87874 members 
Mstep: Class 18 contains 523094 members 
Mstep: Class 20 contains 639 members 
Mstep: Class 21 contains 11493 members 
Mstep: Class 22 contains 46825 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 84Q: 21 clusters Score -2.333314e+08 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 209643 members 
Mstep: Class 2 contains 7453 members 
Mstep: Class 3 contains 29965 members 
Mstep: Class 4 contains 54670 members 
Mstep: Class 5 contains 37110 members 
Mstep: Class 6 contains 2677 members 
Mstep: Class 7 contains 2863 members 
Mstep: Class 8 contains 13276 members 
Mstep: Class 9 contains 22474 members 
Mstep: Class 10 contains 275096 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20923 members 
Mstep: Class 13 contains 24367 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87880 members 
Mstep: Class 18 contains 522773 members 
Mstep: Class 20 contains 639 members 
Mstep: Class 21 contains 11488 members 
Mstep: Class 22 contains 46800 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 85Q: 21 clusters Score -2.333316e+08 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 209627 members 
Mstep: Class 2 contains 7436 members 
Mstep: Class 3 contains 29963 members 
Mstep: Class 4 contains 54620 members 
Mstep: Class 5 contains 37075 members 
Mstep: Class 6 contains 2677 members 
Mstep: Class 7 contains 2878 members 
Mstep: Class 8 contains 13288 members 
Mstep: Class 9 contains 22517 members 
Mstep: Class 10 contains 275509 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20924 members 
Mstep: Class 13 contains 24360 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87883 members 
Mstep: Class 18 contains 522448 members 
Mstep: Class 20 contains 639 members 
Mstep: Class 21 contains 11484 members 
Mstep: Class 22 contains 46769 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 86Q: 21 clusters Score -2.333317e+08 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 209621 members 
Mstep: Class 2 contains 7415 members 
Mstep: Class 3 contains 29956 members 
Mstep: Class 4 contains 54556 members 
Mstep: Class 5 contains 37060 members 
Mstep: Class 6 contains 2677 members 
Mstep: Class 7 contains 2898 members 
Mstep: Class 8 contains 13296 members 
Mstep: Class 9 contains 22558 members 
Mstep: Class 10 contains 275876 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20924 members 
Mstep: Class 13 contains 24357 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87884 members 
Mstep: Class 18 contains 522145 members 
Mstep: Class 20 contains 639 members 
Mstep: Class 21 contains 11481 members 
Mstep: Class 22 contains 46755 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 87Q: 21 clusters Score -2.333314e+08 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 209579 members 
Mstep: Class 2 contains 7395 members 
Mstep: Class 3 contains 29944 members 
Mstep: Class 4 contains 54487 members 
Mstep: Class 5 contains 37047 members 
Mstep: Class 6 contains 2677 members 
Mstep: Class 7 contains 2918 members 
Mstep: Class 8 contains 13300 members 
Mstep: Class 9 contains 22593 members 
Mstep: Class 10 contains 276293 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20923 members 
Mstep: Class 13 contains 24349 members 
Mstep: Class 15 contains 1400 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87889 members 
Mstep: Class 18 contains 521849 members 
Mstep: Class 20 contains 639 members 
Mstep: Class 21 contains 11480 members 
Mstep: Class 22 contains 46738 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 88Q: 21 clusters Score -2.333315e+08 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 209545 members 
Mstep: Class 2 contains 7374 members 
Mstep: Class 3 contains 29929 members 
Mstep: Class 4 contains 54436 members 
Mstep: Class 5 contains 37044 members 
Mstep: Class 6 contains 2677 members 
Mstep: Class 7 contains 2928 members 
Mstep: Class 8 contains 13308 members 
Mstep: Class 9 contains 22635 members 
Mstep: Class 10 contains 276695 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20921 members 
Mstep: Class 13 contains 24338 members 
Mstep: Class 15 contains 1399 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87891 members 
Mstep: Class 18 contains 521550 members 
Mstep: Class 20 contains 639 members 
Mstep: Class 21 contains 11477 members 
Mstep: Class 22 contains 46714 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 89Q: 21 clusters Score -2.333314e+08 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 209554 members 
Mstep: Class 2 contains 7357 members 
Mstep: Class 3 contains 29915 members 
Mstep: Class 4 contains 54384 members 
Mstep: Class 5 contains 37033 members 
Mstep: Class 6 contains 2677 members 
Mstep: Class 7 contains 2939 members 
Mstep: Class 8 contains 13320 members 
Mstep: Class 9 contains 22680 members 
Mstep: Class 10 contains 277031 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20915 members 
Mstep: Class 13 contains 24329 members 
Mstep: Class 15 contains 1398 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87886 members 
Mstep: Class 18 contains 521274 members 
Mstep: Class 20 contains 639 members 
Mstep: Class 21 contains 11476 members 
Mstep: Class 22 contains 46693 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 90Q: 21 clusters Score -2.333312e+08 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 209527 members 
Mstep: Class 2 contains 7343 members 
Mstep: Class 3 contains 29917 members 
Mstep: Class 4 contains 54338 members 
Mstep: Class 5 contains 37022 members 
Mstep: Class 6 contains 2677 members 
Mstep: Class 7 contains 2948 members 
Mstep: Class 8 contains 13325 members 
Mstep: Class 9 contains 22716 members 
Mstep: Class 10 contains 277362 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20913 members 
Mstep: Class 13 contains 24319 members 
Mstep: Class 15 contains 1397 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87889 members 
Mstep: Class 18 contains 521028 members 
Mstep: Class 20 contains 637 members 
Mstep: Class 21 contains 11475 members 
Mstep: Class 22 contains 46667 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 91Q: 21 clusters Score -2.333311e+08 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 209501 members 
Mstep: Class 2 contains 7328 members 
Mstep: Class 3 contains 29921 members 
Mstep: Class 4 contains 54278 members 
Mstep: Class 5 contains 37006 members 
Mstep: Class 6 contains 2677 members 
Mstep: Class 7 contains 2956 members 
Mstep: Class 8 contains 13337 members 
Mstep: Class 9 contains 22744 members 
Mstep: Class 10 contains 277654 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20913 members 
Mstep: Class 13 contains 24307 members 
Mstep: Class 15 contains 1397 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87896 members 
Mstep: Class 18 contains 520827 members 
Mstep: Class 20 contains 637 members 
Mstep: Class 21 contains 11475 members 
Mstep: Class 22 contains 46646 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 92Q: 21 clusters Score -2.333311e+08 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 209498 members 
Mstep: Class 2 contains 7312 members 
Mstep: Class 3 contains 29918 members 
Mstep: Class 4 contains 54214 members 
Mstep: Class 5 contains 36988 members 
Mstep: Class 6 contains 2677 members 
Mstep: Class 7 contains 2968 members 
Mstep: Class 8 contains 13351 members 
Mstep: Class 9 contains 22773 members 
Mstep: Class 10 contains 277969 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20911 members 
Mstep: Class 13 contains 24302 members 
Mstep: Class 15 contains 1397 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87904 members 
Mstep: Class 18 contains 520577 members 
Mstep: Class 20 contains 637 members 
Mstep: Class 21 contains 11473 members 
Mstep: Class 22 contains 46631 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 93Q: 21 clusters Score -2.333313e+08 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 209471 members 
Mstep: Class 2 contains 7296 members 
Mstep: Class 3 contains 29921 members 
Mstep: Class 4 contains 54149 members 
Mstep: Class 5 contains 36979 members 
Mstep: Class 6 contains 2677 members 
Mstep: Class 7 contains 2971 members 
Mstep: Class 8 contains 13358 members 
Mstep: Class 9 contains 22808 members 
Mstep: Class 10 contains 278249 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20907 members 
Mstep: Class 13 contains 24307 members 
Mstep: Class 15 contains 1397 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87918 members 
Mstep: Class 18 contains 520353 members 
Mstep: Class 20 contains 637 members 
Mstep: Class 21 contains 11471 members 
Mstep: Class 22 contains 46631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233331232.000000 Penalty: 173134.625000
Iteration 94Q: 21 clusters Score -2.333312e+08 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 209448 members 
Mstep: Class 2 contains 7287 members 
Mstep: Class 3 contains 29916 members 
Mstep: Class 4 contains 54091 members 
Mstep: Class 5 contains 36970 members 
Mstep: Class 6 contains 2677 members 
Mstep: Class 7 contains 2981 members 
Mstep: Class 8 contains 13364 members 
Mstep: Class 9 contains 22824 members 
Mstep: Class 10 contains 278525 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20901 members 
Mstep: Class 13 contains 24303 members 
Mstep: Class 15 contains 1397 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87928 members 
Mstep: Class 18 contains 520160 members 
Mstep: Class 20 contains 637 members 
Mstep: Class 21 contains 11471 members 
Mstep: Class 22 contains 46620 members 
Entering Unmasked Estep 
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Iteration 95Q: 21 clusters Score -2.333312e+08 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 209421 members 
Mstep: Class 2 contains 7273 members 
Mstep: Class 3 contains 29912 members 
Mstep: Class 4 contains 54039 members 
Mstep: Class 5 contains 36968 members 
Mstep: Class 6 contains 2677 members 
Mstep: Class 7 contains 2990 members 
Mstep: Class 8 contains 13369 members 
Mstep: Class 9 contains 22833 members 
Mstep: Class 10 contains 278795 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20899 members 
Mstep: Class 13 contains 24303 members 
Mstep: Class 15 contains 1397 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87929 members 
Mstep: Class 18 contains 519981 members 
Mstep: Class 20 contains 637 members 
Mstep: Class 21 contains 11471 members 
Mstep: Class 22 contains 46606 members 
Entering Unmasked Estep 
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Iteration 96Q: 21 clusters Score -2.333311e+08 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 209391 members 
Mstep: Class 2 contains 7260 members 
Mstep: Class 3 contains 29903 members 
Mstep: Class 4 contains 53985 members 
Mstep: Class 5 contains 36961 members 
Mstep: Class 6 contains 2677 members 
Mstep: Class 7 contains 2996 members 
Mstep: Class 8 contains 13376 members 
Mstep: Class 9 contains 22852 members 
Mstep: Class 10 contains 279084 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20898 members 
Mstep: Class 13 contains 24306 members 
Mstep: Class 15 contains 1397 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87927 members 
Mstep: Class 18 contains 519785 members 
Mstep: Class 20 contains 637 members 
Mstep: Class 21 contains 11471 members 
Mstep: Class 22 contains 46594 members 
Entering Unmasked Estep 
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Iteration 97Q: 21 clusters Score -2.333312e+08 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 209390 members 
Mstep: Class 2 contains 7244 members 
Mstep: Class 3 contains 29894 members 
Mstep: Class 4 contains 53932 members 
Mstep: Class 5 contains 36949 members 
Mstep: Class 6 contains 2677 members 
Mstep: Class 7 contains 3000 members 
Mstep: Class 8 contains 13386 members 
Mstep: Class 9 contains 22865 members 
Mstep: Class 10 contains 279361 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20898 members 
Mstep: Class 13 contains 24303 members 
Mstep: Class 15 contains 1397 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87930 members 
Mstep: Class 18 contains 519580 members 
Mstep: Class 20 contains 637 members 
Mstep: Class 21 contains 11471 members 
Mstep: Class 22 contains 46586 members 
Entering Unmasked Estep 
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Iteration 98Q: 21 clusters Score -2.333315e+08 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 209386 members 
Mstep: Class 2 contains 7228 members 
Mstep: Class 3 contains 29894 members 
Mstep: Class 4 contains 53877 members 
Mstep: Class 5 contains 36937 members 
Mstep: Class 6 contains 2677 members 
Mstep: Class 7 contains 2998 members 
Mstep: Class 8 contains 13394 members 
Mstep: Class 9 contains 22874 members 
Mstep: Class 10 contains 279620 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20897 members 
Mstep: Class 13 contains 24301 members 
Mstep: Class 15 contains 1395 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87926 members 
Mstep: Class 18 contains 519419 members 
Mstep: Class 20 contains 637 members 
Mstep: Class 21 contains 11471 members 
Mstep: Class 22 contains 46569 members 
Entering Unmasked Estep 
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Iteration 99Q: 21 clusters Score -2.333315e+08 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 209355 members 
Mstep: Class 2 contains 7216 members 
Mstep: Class 3 contains 29890 members 
Mstep: Class 4 contains 53834 members 
Mstep: Class 5 contains 36928 members 
Mstep: Class 6 contains 2677 members 
Mstep: Class 7 contains 2998 members 
Mstep: Class 8 contains 13407 members 
Mstep: Class 9 contains 22873 members 
Mstep: Class 10 contains 279852 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20898 members 
Mstep: Class 13 contains 24305 members 
Mstep: Class 15 contains 1393 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87927 members 
Mstep: Class 18 contains 519279 members 
Mstep: Class 20 contains 637 members 
Mstep: Class 21 contains 11471 members 
Mstep: Class 22 contains 46560 members 
Entering Unmasked Estep 
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Iteration 100F: 21 clusters Score -2.333313e+08 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 209328 members 
Mstep: Class 2 contains 7201 members 
Mstep: Class 3 contains 29896 members 
Mstep: Class 4 contains 53793 members 
Mstep: Class 5 contains 36928 members 
Mstep: Class 6 contains 2677 members 
Mstep: Class 7 contains 2998 members 
Mstep: Class 8 contains 13411 members 
Mstep: Class 9 contains 22866 members 
Mstep: Class 10 contains 280073 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20897 members 
Mstep: Class 13 contains 24306 members 
Mstep: Class 15 contains 1390 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87928 members 
Mstep: Class 18 contains 519143 members 
Mstep: Class 20 contains 637 members 
Mstep: Class 21 contains 11471 members 
Mstep: Class 22 contains 46557 members 
Entering Unmasked Estep 
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Iteration 101Q: 21 clusters Score -2.333313e+08 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 209316 members 
Mstep: Class 2 contains 7185 members 
Mstep: Class 3 contains 29905 members 
Mstep: Class 4 contains 53741 members 
Mstep: Class 5 contains 36919 members 
Mstep: Class 6 contains 2677 members 
Mstep: Class 7 contains 2998 members 
Mstep: Class 8 contains 13416 members 
Mstep: Class 9 contains 22867 members 
Mstep: Class 10 contains 280287 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20895 members 
Mstep: Class 13 contains 24306 members 
Mstep: Class 15 contains 1386 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87934 members 
Mstep: Class 18 contains 519004 members 
Mstep: Class 20 contains 637 members 
Mstep: Class 21 contains 11470 members 
Mstep: Class 22 contains 46557 members 
Entering Unmasked Estep 
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Iteration 102Q: 21 clusters Score -2.333312e+08 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 209309 members 
Mstep: Class 2 contains 7170 members 
Mstep: Class 3 contains 29912 members 
Mstep: Class 4 contains 53698 members 
Mstep: Class 5 contains 36909 members 
Mstep: Class 6 contains 2677 members 
Mstep: Class 7 contains 2998 members 
Mstep: Class 8 contains 13417 members 
Mstep: Class 9 contains 22861 members 
Mstep: Class 10 contains 280490 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20892 members 
Mstep: Class 13 contains 24302 members 
Mstep: Class 15 contains 1385 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87941 members 
Mstep: Class 18 contains 518875 members 
Mstep: Class 20 contains 637 members 
Mstep: Class 21 contains 11469 members 
Mstep: Class 22 contains 46558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233331152.000000 Penalty: 173134.625000
Iteration 103Q: 21 clusters Score -2.333312e+08 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 209301 members 
Mstep: Class 2 contains 7158 members 
Mstep: Class 3 contains 29914 members 
Mstep: Class 4 contains 53657 members 
Mstep: Class 5 contains 36909 members 
Mstep: Class 6 contains 2677 members 
Mstep: Class 7 contains 2998 members 
Mstep: Class 8 contains 13420 members 
Mstep: Class 9 contains 22864 members 
Mstep: Class 10 contains 280686 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20888 members 
Mstep: Class 13 contains 24300 members 
Mstep: Class 15 contains 1384 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87941 members 
Mstep: Class 18 contains 518746 members 
Mstep: Class 20 contains 637 members 
Mstep: Class 21 contains 11467 members 
Mstep: Class 22 contains 46553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233331344.000000 Penalty: 173134.625000
Iteration 104Q: 21 clusters Score -2.333313e+08 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 209297 members 
Mstep: Class 2 contains 7150 members 
Mstep: Class 3 contains 29918 members 
Mstep: Class 4 contains 53625 members 
Mstep: Class 5 contains 36906 members 
Mstep: Class 6 contains 2677 members 
Mstep: Class 7 contains 2997 members 
Mstep: Class 8 contains 13422 members 
Mstep: Class 9 contains 22861 members 
Mstep: Class 10 contains 280877 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20887 members 
Mstep: Class 13 contains 24300 members 
Mstep: Class 15 contains 1382 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87940 members 
Mstep: Class 18 contains 518609 members 
Mstep: Class 20 contains 636 members 
Mstep: Class 21 contains 11466 members 
Mstep: Class 22 contains 46550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233331552.000000 Penalty: 173134.625000
Iteration 105Q: 21 clusters Score -2.333316e+08 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 209289 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 29914 members 
Mstep: Class 4 contains 53605 members 
Mstep: Class 5 contains 36903 members 
Mstep: Class 6 contains 2677 members 
Mstep: Class 7 contains 2997 members 
Mstep: Class 8 contains 13427 members 
Mstep: Class 9 contains 22862 members 
Mstep: Class 10 contains 281050 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20887 members 
Mstep: Class 13 contains 24302 members 
Mstep: Class 15 contains 1381 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87941 members 
Mstep: Class 18 contains 518481 members 
Mstep: Class 20 contains 636 members 
Mstep: Class 21 contains 11466 members 
Mstep: Class 22 contains 46546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233331776.000000 Penalty: 173134.625000
Iteration 106Q: 21 clusters Score -2.333318e+08 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 209285 members 
Mstep: Class 2 contains 7122 members 
Mstep: Class 3 contains 29914 members 
Mstep: Class 4 contains 53579 members 
Mstep: Class 5 contains 36895 members 
Mstep: Class 6 contains 2677 members 
Mstep: Class 7 contains 2998 members 
Mstep: Class 8 contains 13427 members 
Mstep: Class 9 contains 22866 members 
Mstep: Class 10 contains 281207 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20887 members 
Mstep: Class 13 contains 24302 members 
Mstep: Class 15 contains 1381 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87945 members 
Mstep: Class 18 contains 518376 members 
Mstep: Class 20 contains 636 members 
Mstep: Class 21 contains 11464 members 
Mstep: Class 22 contains 46539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233331712.000000 Penalty: 173134.625000
Iteration 107Q: 21 clusters Score -2.333317e+08 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 209280 members 
Mstep: Class 2 contains 7109 members 
Mstep: Class 3 contains 29916 members 
Mstep: Class 4 contains 53551 members 
Mstep: Class 5 contains 36891 members 
Mstep: Class 6 contains 2677 members 
Mstep: Class 7 contains 2998 members 
Mstep: Class 8 contains 13429 members 
Mstep: Class 9 contains 22872 members 
Mstep: Class 10 contains 281361 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20886 members 
Mstep: Class 13 contains 24302 members 
Mstep: Class 15 contains 1380 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87944 members 
Mstep: Class 18 contains 518270 members 
Mstep: Class 20 contains 636 members 
Mstep: Class 21 contains 11463 members 
Mstep: Class 22 contains 46535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233331536.000000 Penalty: 173134.625000
Iteration 108Q: 21 clusters Score -2.333315e+08 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 209265 members 
Mstep: Class 2 contains 7094 members 
Mstep: Class 3 contains 29913 members 
Mstep: Class 4 contains 53525 members 
Mstep: Class 5 contains 36892 members 
Mstep: Class 6 contains 2677 members 
Mstep: Class 7 contains 2997 members 
Mstep: Class 8 contains 13432 members 
Mstep: Class 9 contains 22880 members 
Mstep: Class 10 contains 281523 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20887 members 
Mstep: Class 13 contains 24302 members 
Mstep: Class 15 contains 1379 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87944 members 
Mstep: Class 18 contains 518159 members 
Mstep: Class 20 contains 636 members 
Mstep: Class 21 contains 11462 members 
Mstep: Class 22 contains 46533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233331456.000000 Penalty: 173134.625000
Iteration 109Q: 21 clusters Score -2.333315e+08 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 209272 members 
Mstep: Class 2 contains 7079 members 
Mstep: Class 3 contains 29907 members 
Mstep: Class 4 contains 53492 members 
Mstep: Class 5 contains 36899 members 
Mstep: Class 6 contains 2677 members 
Mstep: Class 7 contains 2997 members 
Mstep: Class 8 contains 13435 members 
Mstep: Class 9 contains 22885 members 
Mstep: Class 10 contains 281667 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20887 members 
Mstep: Class 13 contains 24300 members 
Mstep: Class 15 contains 1377 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87946 members 
Mstep: Class 18 contains 518056 members 
Mstep: Class 20 contains 636 members 
Mstep: Class 21 contains 11460 members 
Mstep: Class 22 contains 46528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233331472.000000 Penalty: 173134.625000
Iteration 110Q: 21 clusters Score -2.333315e+08 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 209280 members 
Mstep: Class 2 contains 7068 members 
Mstep: Class 3 contains 29899 members 
Mstep: Class 4 contains 53461 members 
Mstep: Class 5 contains 36896 members 
Mstep: Class 6 contains 2677 members 
Mstep: Class 7 contains 2996 members 
Mstep: Class 8 contains 13434 members 
Mstep: Class 9 contains 22890 members 
Mstep: Class 10 contains 281816 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20887 members 
Mstep: Class 13 contains 24299 members 
Mstep: Class 15 contains 1376 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87938 members 
Mstep: Class 18 contains 517965 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11458 members 
Mstep: Class 22 contains 46525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233331264.000000 Penalty: 173134.625000
Iteration 111Q: 21 clusters Score -2.333313e+08 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 209270 members 
Mstep: Class 2 contains 7062 members 
Mstep: Class 3 contains 29893 members 
Mstep: Class 4 contains 53419 members 
Mstep: Class 5 contains 36887 members 
Mstep: Class 6 contains 2677 members 
Mstep: Class 7 contains 2998 members 
Mstep: Class 8 contains 13436 members 
Mstep: Class 9 contains 22898 members 
Mstep: Class 10 contains 281970 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20886 members 
Mstep: Class 13 contains 24301 members 
Mstep: Class 15 contains 1376 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87942 members 
Mstep: Class 18 contains 517872 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11454 members 
Mstep: Class 22 contains 46524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233331360.000000 Penalty: 173134.625000
Iteration 112Q: 21 clusters Score -2.333314e+08 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 209280 members 
Mstep: Class 2 contains 7057 members 
Mstep: Class 3 contains 29892 members 
Mstep: Class 4 contains 53383 members 
Mstep: Class 5 contains 36884 members 
Mstep: Class 6 contains 2677 members 
Mstep: Class 7 contains 3000 members 
Mstep: Class 8 contains 13436 members 
Mstep: Class 9 contains 22893 members 
Mstep: Class 10 contains 282096 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20884 members 
Mstep: Class 13 contains 24302 members 
Mstep: Class 15 contains 1376 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87935 members 
Mstep: Class 18 contains 517797 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11454 members 
Mstep: Class 22 contains 46519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233331136.000000 Penalty: 173134.625000
Iteration 113Q: 21 clusters Score -2.333311e+08 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 209259 members 
Mstep: Class 2 contains 7054 members 
Mstep: Class 3 contains 29888 members 
Mstep: Class 4 contains 53351 members 
Mstep: Class 5 contains 36880 members 
Mstep: Class 6 contains 2677 members 
Mstep: Class 7 contains 3000 members 
Mstep: Class 8 contains 13437 members 
Mstep: Class 9 contains 22891 members 
Mstep: Class 10 contains 282251 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20882 members 
Mstep: Class 13 contains 24301 members 
Mstep: Class 15 contains 1375 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87930 members 
Mstep: Class 18 contains 517717 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11452 members 
Mstep: Class 22 contains 46520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233331168.000000 Penalty: 173134.625000
Iteration 114Q: 21 clusters Score -2.333312e+08 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 209250 members 
Mstep: Class 2 contains 7050 members 
Mstep: Class 3 contains 29889 members 
Mstep: Class 4 contains 53317 members 
Mstep: Class 5 contains 36877 members 
Mstep: Class 6 contains 2677 members 
Mstep: Class 7 contains 3001 members 
Mstep: Class 8 contains 13436 members 
Mstep: Class 9 contains 22894 members 
Mstep: Class 10 contains 282422 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20881 members 
Mstep: Class 13 contains 24299 members 
Mstep: Class 15 contains 1375 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87937 members 
Mstep: Class 18 contains 517596 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11450 members 
Mstep: Class 22 contains 46514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233331248.000000 Penalty: 173134.625000
Iteration 115Q: 21 clusters Score -2.333312e+08 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 209233 members 
Mstep: Class 2 contains 7044 members 
Mstep: Class 3 contains 29888 members 
Mstep: Class 4 contains 53289 members 
Mstep: Class 5 contains 36878 members 
Mstep: Class 6 contains 2677 members 
Mstep: Class 7 contains 3003 members 
Mstep: Class 8 contains 13438 members 
Mstep: Class 9 contains 22903 members 
Mstep: Class 10 contains 282569 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20879 members 
Mstep: Class 13 contains 24295 members 
Mstep: Class 15 contains 1375 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87935 members 
Mstep: Class 18 contains 517500 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11450 members 
Mstep: Class 22 contains 46509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233331120.000000 Penalty: 173134.625000
Iteration 116Q: 21 clusters Score -2.333311e+08 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 209222 members 
Mstep: Class 2 contains 7039 members 
Mstep: Class 3 contains 29885 members 
Mstep: Class 4 contains 53261 members 
Mstep: Class 5 contains 36878 members 
Mstep: Class 6 contains 2677 members 
Mstep: Class 7 contains 3004 members 
Mstep: Class 8 contains 13443 members 
Mstep: Class 9 contains 22910 members 
Mstep: Class 10 contains 282702 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20875 members 
Mstep: Class 13 contains 24294 members 
Mstep: Class 15 contains 1375 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87927 members 
Mstep: Class 18 contains 517419 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11450 members 
Mstep: Class 22 contains 46504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233331216.000000 Penalty: 173134.625000
Iteration 117Q: 21 clusters Score -2.333312e+08 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 209202 members 
Mstep: Class 2 contains 7034 members 
Mstep: Class 3 contains 29884 members 
Mstep: Class 4 contains 53243 members 
Mstep: Class 5 contains 36877 members 
Mstep: Class 6 contains 2677 members 
Mstep: Class 7 contains 3004 members 
Mstep: Class 8 contains 13446 members 
Mstep: Class 9 contains 22919 members 
Mstep: Class 10 contains 282846 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20874 members 
Mstep: Class 13 contains 24291 members 
Mstep: Class 15 contains 1374 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87924 members 
Mstep: Class 18 contains 517322 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11449 members 
Mstep: Class 22 contains 46499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233331168.000000 Penalty: 173134.625000
Iteration 118Q: 21 clusters Score -2.333312e+08 nChanged 319
Entering ConstructFrom: 
Score: -233331168.000000 Penalty: 173134.625000
Entering ConstructFrom: 
Trying to split cluster 1 (209173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209173 members 
Entering Unmasked Estep 
Score: -36041672.000000 Penalty: 7503.686523
	Iteration 0F: 2 clusters Score -3.604167e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104656 members 
Mstep: Class 2 contains 104517 members 
Entering Unmasked Estep 
Score: -35901836.000000 Penalty: 15007.373047
	Iteration 0F: 3 clusters Score -3.590184e+07 nChanged 98584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105694 members 
Mstep: Class 2 contains 103479 members 
Entering Unmasked Estep 
Score: -35957292.000000 Penalty: 15007.373047
	Iteration 1F: 3 clusters Score -3.595729e+07 nChanged 6660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106134 members 
Mstep: Class 2 contains 103039 members 
Entering Unmasked Estep 
Score: -35958952.000000 Penalty: 15007.373047
	Iteration 2Q: 3 clusters Score -3.595895e+07 nChanged 6461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106815 members 
Mstep: Class 2 contains 102358 members 
Entering Unmasked Estep 
Score: -35960436.000000 Penalty: 15007.373047
	Iteration 3Q: 3 clusters Score -3.596044e+07 nChanged 6570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107931 members 
Mstep: Class 2 contains 101242 members 
Entering Unmasked Estep 
Score: -35962224.000000 Penalty: 15007.373047
	Iteration 4Q: 3 clusters Score -3.596222e+07 nChanged 7156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109385 members 
Mstep: Class 2 contains 99788 members 
Entering Unmasked Estep 
Score: -35964504.000000 Penalty: 15007.373047
	Iteration 5Q: 3 clusters Score -3.59645e+07 nChanged 7833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111298 members 
Mstep: Class 2 contains 97875 members 
Entering Unmasked Estep 
Score: -35967704.000000 Penalty: 15007.373047
	Iteration 6Q: 3 clusters Score -3.59677e+07 nChanged 9020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113748 members 
Mstep: Class 2 contains 95425 members 
Entering Unmasked Estep 
Score: -35972140.000000 Penalty: 15007.373047
	Iteration 7Q: 3 clusters Score -3.597214e+07 nChanged 10410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116662 members 
Mstep: Class 2 contains 92511 members 
Entering Unmasked Estep 
Score: -35978368.000000 Penalty: 15007.373047
	Iteration 8Q: 3 clusters Score -3.597837e+07 nChanged 11861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120191 members 
Mstep: Class 2 contains 88982 members 
Entering Unmasked Estep 
Score: -35985880.000000 Penalty: 15007.373047
	Iteration 9F: 3 clusters Score -3.598588e+07 nChanged 12758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124325 members 
Mstep: Class 2 contains 84848 members 
Entering Unmasked Estep 
Score: -35994208.000000 Penalty: 15007.373047
	Iteration 10F: 3 clusters Score -3.599421e+07 nChanged 12536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129017 members 
Mstep: Class 2 contains 80156 members 
Entering Unmasked Estep 
Score: -36003148.000000 Penalty: 15007.373047
	Iteration 11F: 3 clusters Score -3.600315e+07 nChanged 11426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133781 members 
Mstep: Class 2 contains 75392 members 
Entering Unmasked Estep 
Score: -36011212.000000 Penalty: 15007.373047
	Iteration 12F: 3 clusters Score -3.601121e+07 nChanged 9488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138273 members 
Mstep: Class 2 contains 70900 members 
Entering Unmasked Estep 
Score: -36017408.000000 Penalty: 15007.373047
	Iteration 13Q: 3 clusters Score -3.601741e+07 nChanged 7235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142008 members 
Mstep: Class 2 contains 67165 members 
Entering Unmasked Estep 
Score: -36021656.000000 Penalty: 15007.373047
	Iteration 14Q: 3 clusters Score -3.602166e+07 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145004 members 
Mstep: Class 2 contains 64169 members 
Entering Unmasked Estep 
Score: -36024100.000000 Penalty: 15007.373047
	Iteration 15Q: 3 clusters Score -3.60241e+07 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147225 members 
Mstep: Class 2 contains 61948 members 
Entering Unmasked Estep 
Score: -36025552.000000 Penalty: 15007.373047
	Iteration 16Q: 3 clusters Score -3.602555e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149145 members 
Mstep: Class 2 contains 60028 members 
Entering Unmasked Estep 
Score: -36026448.000000 Penalty: 15007.373047
	Iteration 17Q: 3 clusters Score -3.602645e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150797 members 
Mstep: Class 2 contains 58376 members 
Entering Unmasked Estep 
Score: -36026976.000000 Penalty: 15007.373047
	Iteration 18Q: 3 clusters Score -3.602698e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152294 members 
Mstep: Class 2 contains 56879 members 
Entering Unmasked Estep 
Score: -36027516.000000 Penalty: 15007.373047
	Iteration 19Q: 3 clusters Score -3.602752e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153707 members 
Mstep: Class 2 contains 55466 members 
Entering Unmasked Estep 
Score: -36027832.000000 Penalty: 15007.373047
	Iteration 20F: 3 clusters Score -3.602783e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155011 members 
Mstep: Class 2 contains 54162 members 
Entering Unmasked Estep 
Score: -36028160.000000 Penalty: 15007.373047
	Iteration 21Q: 3 clusters Score -3.602816e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156251 members 
Mstep: Class 2 contains 52922 members 
Entering Unmasked Estep 
Score: -36028400.000000 Penalty: 15007.373047
	Iteration 22Q: 3 clusters Score -3.60284e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157517 members 
Mstep: Class 2 contains 51656 members 
Entering Unmasked Estep 
Score: -36028524.000000 Penalty: 15007.373047
	Iteration 23Q: 3 clusters Score -3.602852e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158732 members 
Mstep: Class 2 contains 50441 members 
Entering Unmasked Estep 
Score: -36028744.000000 Penalty: 15007.373047
	Iteration 24Q: 3 clusters Score -3.602874e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159930 members 
Mstep: Class 2 contains 49243 members 
Entering Unmasked Estep 
Score: -36028960.000000 Penalty: 15007.373047
	Iteration 25Q: 3 clusters Score -3.602896e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161160 members 
Mstep: Class 2 contains 48013 members 
Entering Unmasked Estep 
Score: -36029240.000000 Penalty: 15007.373047
	Iteration 26Q: 3 clusters Score -3.602924e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162333 members 
Mstep: Class 2 contains 46840 members 
Entering Unmasked Estep 
Score: -36029376.000000 Penalty: 15007.373047
	Iteration 27Q: 3 clusters Score -3.602938e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163480 members 
Mstep: Class 2 contains 45693 members 
Entering Unmasked Estep 
Score: -36029596.000000 Penalty: 15007.373047
	Iteration 28Q: 3 clusters Score -3.60296e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164639 members 
Mstep: Class 2 contains 44534 members 
Entering Unmasked Estep 
Score: -36029816.000000 Penalty: 15007.373047
	Iteration 29Q: 3 clusters Score -3.602982e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165782 members 
Mstep: Class 2 contains 43391 members 
Entering Unmasked Estep 
Score: -36030056.000000 Penalty: 15007.373047
	Iteration 30Q: 3 clusters Score -3.603006e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166952 members 
Mstep: Class 2 contains 42221 members 
Entering Unmasked Estep 
Score: -36030180.000000 Penalty: 15007.373047
	Iteration 31Q: 3 clusters Score -3.603018e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168128 members 
Mstep: Class 2 contains 41045 members 
Entering Unmasked Estep 
Score: -36030508.000000 Penalty: 15007.373047
	Iteration 32Q: 3 clusters Score -3.603051e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169344 members 
Mstep: Class 2 contains 39829 members 
Entering Unmasked Estep 
Score: -36030712.000000 Penalty: 15007.373047
	Iteration 33Q: 3 clusters Score -3.603071e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170549 members 
Mstep: Class 2 contains 38624 members 
Entering Unmasked Estep 
Score: -36030824.000000 Penalty: 15007.373047
	Iteration 34Q: 3 clusters Score -3.603082e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171799 members 
Mstep: Class 2 contains 37374 members 
Entering Unmasked Estep 
Score: -36031032.000000 Penalty: 15007.373047
	Iteration 35Q: 3 clusters Score -3.603103e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172993 members 
Mstep: Class 2 contains 36180 members 
Entering Unmasked Estep 
Score: -36031132.000000 Penalty: 15007.373047
	Iteration 36Q: 3 clusters Score -3.603113e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174183 members 
Mstep: Class 2 contains 34990 members 
Entering Unmasked Estep 
Score: -36031356.000000 Penalty: 15007.373047
	Iteration 37Q: 3 clusters Score -3.603136e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175430 members 
Mstep: Class 2 contains 33743 members 
Entering Unmasked Estep 
Score: -36031684.000000 Penalty: 15007.373047
	Iteration 38Q: 3 clusters Score -3.603168e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176673 members 
Mstep: Class 2 contains 32500 members 
Entering Unmasked Estep 
Score: -36031880.000000 Penalty: 15007.373047
	Iteration 39Q: 3 clusters Score -3.603188e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177927 members 
Mstep: Class 2 contains 31246 members 
Entering Unmasked Estep 
Score: -36032104.000000 Penalty: 15007.373047
	Iteration 40F: 3 clusters Score -3.60321e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179128 members 
Mstep: Class 2 contains 30045 members 
Entering Unmasked Estep 
Score: -36032352.000000 Penalty: 15007.373047
	Iteration 41Q: 3 clusters Score -3.603235e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180382 members 
Mstep: Class 2 contains 28791 members 
Entering Unmasked Estep 
Score: -36032616.000000 Penalty: 15007.373047
	Iteration 42Q: 3 clusters Score -3.603262e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181661 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -36032812.000000 Penalty: 15007.373047
	Iteration 43Q: 3 clusters Score -3.603281e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182973 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -36033080.000000 Penalty: 15007.373047
	Iteration 44Q: 3 clusters Score -3.603308e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184320 members 
Mstep: Class 2 contains 24853 members 
Entering Unmasked Estep 
Score: -36033408.000000 Penalty: 15007.373047
	Iteration 45Q: 3 clusters Score -3.603341e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185720 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -36033660.000000 Penalty: 15007.373047
	Iteration 46Q: 3 clusters Score -3.603366e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187085 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -36033876.000000 Penalty: 15007.373047
	Iteration 47Q: 3 clusters Score -3.603388e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188399 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -36034024.000000 Penalty: 15007.373047
	Iteration 48Q: 3 clusters Score -3.603402e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189715 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -36034320.000000 Penalty: 15007.373047
	Iteration 49Q: 3 clusters Score -3.603432e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190971 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -36034780.000000 Penalty: 15007.373047
	Iteration 50Q: 3 clusters Score -3.603478e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192168 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -36035012.000000 Penalty: 15007.373047
	Iteration 51Q: 3 clusters Score -3.603501e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193294 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -36035272.000000 Penalty: 15007.373047
	Iteration 52Q: 3 clusters Score -3.603527e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194368 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -36035552.000000 Penalty: 15007.373047
	Iteration 53Q: 3 clusters Score -3.603555e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195393 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -36035784.000000 Penalty: 15007.373047
	Iteration 54Q: 3 clusters Score -3.603578e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196331 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -36036020.000000 Penalty: 15007.373047
	Iteration 55Q: 3 clusters Score -3.603602e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197191 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -36036252.000000 Penalty: 15007.373047
	Iteration 56Q: 3 clusters Score -3.603625e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197976 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -36036376.000000 Penalty: 15007.373047
	Iteration 57Q: 3 clusters Score -3.603638e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198689 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -36036456.000000 Penalty: 15007.373047
	Iteration 58Q: 3 clusters Score -3.603646e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199334 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -36036616.000000 Penalty: 15007.373047
	Iteration 59Q: 3 clusters Score -3.603662e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199935 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -36036760.000000 Penalty: 15007.373047
	Iteration 60F: 3 clusters Score -3.603676e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200470 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -36036808.000000 Penalty: 15007.373047
	Iteration 61Q: 3 clusters Score -3.603681e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200966 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -36036952.000000 Penalty: 15007.373047
	Iteration 62Q: 3 clusters Score -3.603695e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201388 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -36037076.000000 Penalty: 15007.373047
	Iteration 63Q: 3 clusters Score -3.603708e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201769 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -36037248.000000 Penalty: 15007.373047
	Iteration 64Q: 3 clusters Score -3.603725e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202128 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -36037320.000000 Penalty: 15007.373047
	Iteration 65Q: 3 clusters Score -3.603732e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202432 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -36037384.000000 Penalty: 15007.373047
	Iteration 66Q: 3 clusters Score -3.603738e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202696 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -36037456.000000 Penalty: 15007.373047
	Iteration 67Q: 3 clusters Score -3.603746e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202953 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -36037496.000000 Penalty: 15007.373047
	Iteration 68Q: 3 clusters Score -3.60375e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203174 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -36037508.000000 Penalty: 15007.373047
	Iteration 69Q: 3 clusters Score -3.603751e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203371 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -36037556.000000 Penalty: 15007.373047
	Iteration 70Q: 3 clusters Score -3.603756e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203576 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -36037624.000000 Penalty: 15007.373047
	Iteration 71Q: 3 clusters Score -3.603762e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203760 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -36037672.000000 Penalty: 15007.373047
	Iteration 72Q: 3 clusters Score -3.603767e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203918 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -36037772.000000 Penalty: 15007.373047
	Iteration 73Q: 3 clusters Score -3.603777e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204046 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -36037740.000000 Penalty: 15007.373047
	Iteration 74Q: 3 clusters Score -3.603774e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204153 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -36037768.000000 Penalty: 15007.373047
	Iteration 75Q: 3 clusters Score -3.603777e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204249 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -36037816.000000 Penalty: 15007.373047
	Iteration 76Q: 3 clusters Score -3.603782e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204327 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -36037788.000000 Penalty: 15007.373047
	Iteration 77Q: 3 clusters Score -3.603779e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204413 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -36037848.000000 Penalty: 15007.373047
	Iteration 78Q: 3 clusters Score -3.603785e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204476 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -36037876.000000 Penalty: 15007.373047
	Iteration 79Q: 3 clusters Score -3.603788e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204532 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -36037876.000000 Penalty: 15007.373047
	Iteration 80F: 3 clusters Score -3.603788e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204593 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -36037852.000000 Penalty: 15007.373047
	Iteration 81Q: 3 clusters Score -3.603785e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204650 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -36037860.000000 Penalty: 15007.373047
	Iteration 82Q: 3 clusters Score -3.603786e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204703 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -36037868.000000 Penalty: 15007.373047
	Iteration 83Q: 3 clusters Score -3.603787e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204756 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -36037884.000000 Penalty: 15007.373047
	Iteration 84Q: 3 clusters Score -3.603788e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204794 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -36037892.000000 Penalty: 15007.373047
	Iteration 85Q: 3 clusters Score -3.603789e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204834 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -36037868.000000 Penalty: 15007.373047
	Iteration 86Q: 3 clusters Score -3.603787e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204878 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -36037880.000000 Penalty: 15007.373047
	Iteration 87Q: 3 clusters Score -3.603788e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204921 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -36037908.000000 Penalty: 15007.373047
	Iteration 88Q: 3 clusters Score -3.603791e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204965 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -36037912.000000 Penalty: 15007.373047
	Iteration 89Q: 3 clusters Score -3.603791e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205003 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -36037884.000000 Penalty: 15007.373047
	Iteration 90Q: 3 clusters Score -3.603788e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205030 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -36037888.000000 Penalty: 15007.373047
	Iteration 91Q: 3 clusters Score -3.603789e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205055 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -36037908.000000 Penalty: 15007.373047
	Iteration 92Q: 3 clusters Score -3.603791e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205079 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -36037924.000000 Penalty: 15007.373047
	Iteration 93Q: 3 clusters Score -3.603792e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205097 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -36037892.000000 Penalty: 15007.373047
	Iteration 94Q: 3 clusters Score -3.603789e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205111 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -36037920.000000 Penalty: 15007.373047
	Iteration 95Q: 3 clusters Score -3.603792e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205131 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -36037908.000000 Penalty: 15007.373047
	Iteration 96Q: 3 clusters Score -3.603791e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205147 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -36037916.000000 Penalty: 15007.373047
	Iteration 97Q: 3 clusters Score -3.603792e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205161 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -36037908.000000 Penalty: 15007.373047
	Iteration 98Q: 3 clusters Score -3.603791e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205172 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -36037912.000000 Penalty: 15007.373047
	Iteration 99Q: 3 clusters Score -3.603791e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205181 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -36037960.000000 Penalty: 15007.373047
	Iteration 100F: 3 clusters Score -3.603796e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205192 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -36037940.000000 Penalty: 15007.373047
	Iteration 101Q: 3 clusters Score -3.603794e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205197 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -36037956.000000 Penalty: 15007.373047
	Iteration 102Q: 3 clusters Score -3.603796e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205209 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -36037936.000000 Penalty: 15007.373047
	Iteration 103Q: 3 clusters Score -3.603794e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205214 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -36037956.000000 Penalty: 15007.373047
	Iteration 104Q: 3 clusters Score -3.603796e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205223 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -36037944.000000 Penalty: 15007.373047
	Iteration 105Q: 3 clusters Score -3.603794e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205233 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -36037964.000000 Penalty: 15007.373047
	Iteration 106Q: 3 clusters Score -3.603796e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205249 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -36037964.000000 Penalty: 15007.373047
	Iteration 107Q: 3 clusters Score -3.603796e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205259 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -36037960.000000 Penalty: 15007.373047
	Iteration 108Q: 3 clusters Score -3.603796e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205267 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -36037948.000000 Penalty: 15007.373047
	Iteration 109Q: 3 clusters Score -3.603795e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205280 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -36037944.000000 Penalty: 15007.373047
	Iteration 110Q: 3 clusters Score -3.603794e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205291 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -36037948.000000 Penalty: 15007.373047
	Iteration 111Q: 3 clusters Score -3.603795e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205300 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -36037948.000000 Penalty: 15007.373047
	Iteration 112Q: 3 clusters Score -3.603795e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205314 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -36037956.000000 Penalty: 15007.373047
	Iteration 113Q: 3 clusters Score -3.603796e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205324 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -36037956.000000 Penalty: 15007.373047
	Iteration 114Q: 3 clusters Score -3.603796e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205332 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -36037952.000000 Penalty: 15007.373047
	Iteration 115Q: 3 clusters Score -3.603795e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205339 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -36037968.000000 Penalty: 15007.373047
	Iteration 116Q: 3 clusters Score -3.603797e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205348 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -36037948.000000 Penalty: 15007.373047
	Iteration 117Q: 3 clusters Score -3.603795e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205356 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -36037956.000000 Penalty: 15007.373047
	Iteration 118Q: 3 clusters Score -3.603796e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205368 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -36037948.000000 Penalty: 15007.373047
	Iteration 119Q: 3 clusters Score -3.603795e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205376 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -36037952.000000 Penalty: 15007.373047
	Iteration 120F: 3 clusters Score -3.603795e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205386 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -36037948.000000 Penalty: 15007.373047
	Iteration 121Q: 3 clusters Score -3.603795e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205396 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -36037980.000000 Penalty: 15007.373047
	Iteration 122Q: 3 clusters Score -3.603798e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205412 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -36037956.000000 Penalty: 15007.373047
	Iteration 123Q: 3 clusters Score -3.603796e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205423 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -36037940.000000 Penalty: 15007.373047
	Iteration 124Q: 3 clusters Score -3.603794e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205437 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -36037948.000000 Penalty: 15007.373047
	Iteration 125Q: 3 clusters Score -3.603795e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205447 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -36037920.000000 Penalty: 15007.373047
	Iteration 126Q: 3 clusters Score -3.603792e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205453 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -36037936.000000 Penalty: 15007.373047
	Iteration 127Q: 3 clusters Score -3.603794e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205462 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -36037944.000000 Penalty: 15007.373047
	Iteration 128Q: 3 clusters Score -3.603794e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205469 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -36037928.000000 Penalty: 15007.373047
	Iteration 129Q: 3 clusters Score -3.603793e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205472 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -36037920.000000 Penalty: 15007.373047
	Iteration 130Q: 3 clusters Score -3.603792e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205475 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -36037924.000000 Penalty: 15007.373047
	Iteration 131Q: 3 clusters Score -3.603792e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205478 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -36037924.000000 Penalty: 15007.373047
	Iteration 132Q: 3 clusters Score -3.603792e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205483 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -36037908.000000 Penalty: 15007.373047
	Iteration 133Q: 3 clusters Score -3.603791e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205487 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -36037920.000000 Penalty: 15007.373047
	Iteration 134Q: 3 clusters Score -3.603792e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205492 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -36037916.000000 Penalty: 15007.373047
	Iteration 135Q: 3 clusters Score -3.603792e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205499 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -36037940.000000 Penalty: 15007.373047
	Iteration 136Q: 3 clusters Score -3.603794e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205505 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -36037932.000000 Penalty: 15007.373047
	Iteration 137Q: 3 clusters Score -3.603793e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205510 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -36037940.000000 Penalty: 15007.373047
	Iteration 138Q: 3 clusters Score -3.603794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205512 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -36037932.000000 Penalty: 15007.373047
	Iteration 139Q: 3 clusters Score -3.603793e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205514 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -36037928.000000 Penalty: 15007.373047
	Iteration 140F: 3 clusters Score -3.603793e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205516 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -36037936.000000 Penalty: 15007.373047
	Iteration 141Q: 3 clusters Score -3.603794e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205516 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -36037936.000000 Penalty: 15007.373047
	Iteration 142F: 3 clusters Score -3.603794e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Entering Unmasked Estep 
Score: -1144908.875000 Penalty: 5425.576660
	Iteration 0F: 2 clusters Score -1144909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1136516.000000 Penalty: 10851.153320
	Iteration 0F: 3 clusters Score -1136516 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1138091.750000 Penalty: 10851.153320
	Iteration 1F: 3 clusters Score -1138092 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1138458.500000 Penalty: 10851.153320
	Iteration 2F: 3 clusters Score -1138458 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1138669.250000 Penalty: 10851.153320
	Iteration 3Q: 3 clusters Score -1138669 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1138808.000000 Penalty: 10851.153320
	Iteration 4Q: 3 clusters Score -1138808 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1138891.125000 Penalty: 10851.153320
	Iteration 5Q: 3 clusters Score -1138891 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1138949.750000 Penalty: 10851.153320
	Iteration 6Q: 3 clusters Score -1138950 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1138995.625000 Penalty: 10851.153320
	Iteration 7Q: 3 clusters Score -1138996 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1139039.000000 Penalty: 10851.153320
	Iteration 8Q: 3 clusters Score -1139039 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1139073.000000 Penalty: 10851.153320
	Iteration 9Q: 3 clusters Score -1139073 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1139100.500000 Penalty: 10851.153320
	Iteration 10Q: 3 clusters Score -1139100 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1139131.000000 Penalty: 10851.153320
	Iteration 11Q: 3 clusters Score -1139131 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1139153.500000 Penalty: 10851.153320
	Iteration 12Q: 3 clusters Score -1139154 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1139175.375000 Penalty: 10851.153320
	Iteration 13Q: 3 clusters Score -1139175 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1139199.125000 Penalty: 10851.153320
	Iteration 14Q: 3 clusters Score -1139199 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1139222.875000 Penalty: 10851.153320
	Iteration 15Q: 3 clusters Score -1139223 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1139243.375000 Penalty: 10851.153320
	Iteration 16Q: 3 clusters Score -1139243 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1139264.375000 Penalty: 10851.153320
	Iteration 17Q: 3 clusters Score -1139264 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1139290.500000 Penalty: 10851.153320
	Iteration 18Q: 3 clusters Score -1139290 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1139309.375000 Penalty: 10851.153320
	Iteration 19Q: 3 clusters Score -1139309 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1139327.875000 Penalty: 10851.153320
	Iteration 20F: 3 clusters Score -1139328 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1139349.375000 Penalty: 10851.153320
	Iteration 21Q: 3 clusters Score -1139349 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1139369.875000 Penalty: 10851.153320
	Iteration 22Q: 3 clusters Score -1139370 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1139391.250000 Penalty: 10851.153320
	Iteration 23Q: 3 clusters Score -1139391 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1139406.500000 Penalty: 10851.153320
	Iteration 24Q: 3 clusters Score -1139406 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1139422.375000 Penalty: 10851.153320
	Iteration 25Q: 3 clusters Score -1139422 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1139438.000000 Penalty: 10851.153320
	Iteration 26Q: 3 clusters Score -1139438 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1139451.625000 Penalty: 10851.153320
	Iteration 27Q: 3 clusters Score -1139452 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1139473.750000 Penalty: 10851.153320
	Iteration 28Q: 3 clusters Score -1139474 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1139492.250000 Penalty: 10851.153320
	Iteration 29Q: 3 clusters Score -1139492 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1139516.375000 Penalty: 10851.153320
	Iteration 30Q: 3 clusters Score -1139516 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1139543.750000 Penalty: 10851.153320
	Iteration 31Q: 3 clusters Score -1139544 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1139567.750000 Penalty: 10851.153320
	Iteration 32Q: 3 clusters Score -1139568 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1139592.250000 Penalty: 10851.153320
	Iteration 33Q: 3 clusters Score -1139592 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1139616.125000 Penalty: 10851.153320
	Iteration 34Q: 3 clusters Score -1139616 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1139646.750000 Penalty: 10851.153320
	Iteration 35Q: 3 clusters Score -1139647 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1139679.250000 Penalty: 10851.153320
	Iteration 36Q: 3 clusters Score -1139679 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1139720.500000 Penalty: 10851.153320
	Iteration 37Q: 3 clusters Score -1139720 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1139782.000000 Penalty: 10851.153320
	Iteration 38Q: 3 clusters Score -1139782 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1139854.750000 Penalty: 10851.153320
	Iteration 39Q: 3 clusters Score -1139855 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1139921.250000 Penalty: 10851.153320
	Iteration 40F: 3 clusters Score -1139921 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1139995.750000 Penalty: 10851.153320
	Iteration 41Q: 3 clusters Score -1139996 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1140104.500000 Penalty: 10851.153320
	Iteration 42Q: 3 clusters Score -1140104 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1140242.250000 Penalty: 10851.153320
	Iteration 43Q: 3 clusters Score -1140242 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1140426.000000 Penalty: 10851.153320
	Iteration 44Q: 3 clusters Score -1140426 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1140631.750000 Penalty: 10851.153320
	Iteration 45Q: 3 clusters Score -1140632 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1140843.375000 Penalty: 10851.153320
	Iteration 46Q: 3 clusters Score -1140843 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1141055.500000 Penalty: 10851.153320
	Iteration 47Q: 3 clusters Score -1141056 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1141285.750000 Penalty: 10851.153320
	Iteration 48Q: 3 clusters Score -1141286 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1141485.875000 Penalty: 10851.153320
	Iteration 49Q: 3 clusters Score -1141486 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1141679.250000 Penalty: 10851.153320
	Iteration 50Q: 3 clusters Score -1141679 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1141844.000000 Penalty: 10851.153320
	Iteration 51Q: 3 clusters Score -1141844 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1141992.250000 Penalty: 10851.153320
	Iteration 52Q: 3 clusters Score -1141992 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1142121.750000 Penalty: 10851.153320
	Iteration 53Q: 3 clusters Score -1142122 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1142193.500000 Penalty: 10851.153320
	Iteration 54Q: 3 clusters Score -1142194 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1142233.625000 Penalty: 10851.153320
	Iteration 55Q: 3 clusters Score -1142234 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1142265.500000 Penalty: 10851.153320
	Iteration 56Q: 3 clusters Score -1142266 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1142276.750000 Penalty: 10851.153320
	Iteration 57Q: 3 clusters Score -1142277 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1142287.000000 Penalty: 10851.153320
	Iteration 58Q: 3 clusters Score -1142287 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1142296.250000 Penalty: 10851.153320
	Iteration 59Q: 3 clusters Score -1142296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1142298.000000 Penalty: 10851.153320
	Iteration 60F: 3 clusters Score -1142298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1142305.875000 Penalty: 10851.153320
	Iteration 61Q: 3 clusters Score -1142306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1142308.125000 Penalty: 10851.153320
	Iteration 62Q: 3 clusters Score -1142308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1142309.875000 Penalty: 10851.153320
	Iteration 63Q: 3 clusters Score -1142310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1142309.375000 Penalty: 10851.153320
	Iteration 64Q: 3 clusters Score -1142309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1142309.375000 Penalty: 10851.153320
	Iteration 65F: 3 clusters Score -1142309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (29886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29886 members 
Entering Unmasked Estep 
Score: -4894391.500000 Penalty: 6311.901367
	Iteration 0F: 2 clusters Score -4894392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -4871674.000000 Penalty: 12623.802734
	Iteration 0F: 3 clusters Score -4871674 nChanged 12493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -4878442.000000 Penalty: 12623.802734
	Iteration 1F: 3 clusters Score -4878442 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -4879372.500000 Penalty: 12623.802734
	Iteration 2F: 3 clusters Score -4879372 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -4880089.000000 Penalty: 12623.802734
	Iteration 3F: 3 clusters Score -4880089 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -4880729.500000 Penalty: 12623.802734
	Iteration 4Q: 3 clusters Score -4880730 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -4881336.500000 Penalty: 12623.802734
	Iteration 5Q: 3 clusters Score -4881336 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -4881905.500000 Penalty: 12623.802734
	Iteration 6Q: 3 clusters Score -4881906 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -4882493.000000 Penalty: 12623.802734
	Iteration 7Q: 3 clusters Score -4882493 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -4883162.000000 Penalty: 12623.802734
	Iteration 8Q: 3 clusters Score -4883162 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -4883880.000000 Penalty: 12623.802734
	Iteration 9Q: 3 clusters Score -4883880 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -4884626.500000 Penalty: 12623.802734
	Iteration 10Q: 3 clusters Score -4884626 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 24812 members 
Entering Unmasked Estep 
Score: -4885457.000000 Penalty: 12623.802734
	Iteration 11Q: 3 clusters Score -4885457 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 25830 members 
Entering Unmasked Estep 
Score: -4886219.500000 Penalty: 12623.802734
	Iteration 12Q: 3 clusters Score -4886220 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 26672 members 
Entering Unmasked Estep 
Score: -4886878.500000 Penalty: 12623.802734
	Iteration 13Q: 3 clusters Score -4886878 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 27345 members 
Entering Unmasked Estep 
Score: -4887452.000000 Penalty: 12623.802734
	Iteration 14Q: 3 clusters Score -4887452 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 27859 members 
Entering Unmasked Estep 
Score: -4887944.500000 Penalty: 12623.802734
	Iteration 15Q: 3 clusters Score -4887944 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 28206 members 
Entering Unmasked Estep 
Score: -4888257.000000 Penalty: 12623.802734
	Iteration 16Q: 3 clusters Score -4888257 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 28437 members 
Entering Unmasked Estep 
Score: -4888456.500000 Penalty: 12623.802734
	Iteration 17Q: 3 clusters Score -4888456 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 28599 members 
Entering Unmasked Estep 
Score: -4888604.500000 Penalty: 12623.802734
	Iteration 18Q: 3 clusters Score -4888604 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 28700 members 
Entering Unmasked Estep 
Score: -4888708.500000 Penalty: 12623.802734
	Iteration 19Q: 3 clusters Score -4888708 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 28767 members 
Entering Unmasked Estep 
Score: -4888778.500000 Penalty: 12623.802734
	Iteration 20F: 3 clusters Score -4888778 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 28823 members 
Entering Unmasked Estep 
Score: -4888830.500000 Penalty: 12623.802734
	Iteration 21Q: 3 clusters Score -4888830 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -4888863.500000 Penalty: 12623.802734
	Iteration 22Q: 3 clusters Score -4888864 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -4888890.500000 Penalty: 12623.802734
	Iteration 23Q: 3 clusters Score -4888890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 28892 members 
Entering Unmasked Estep 
Score: -4888910.500000 Penalty: 12623.802734
	Iteration 24Q: 3 clusters Score -4888910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 28906 members 
Entering Unmasked Estep 
Score: -4888927.500000 Penalty: 12623.802734
	Iteration 25Q: 3 clusters Score -4888928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 28918 members 
Entering Unmasked Estep 
Score: -4888934.500000 Penalty: 12623.802734
	Iteration 26Q: 3 clusters Score -4888934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 28923 members 
Entering Unmasked Estep 
Score: -4888938.000000 Penalty: 12623.802734
	Iteration 27Q: 3 clusters Score -4888938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 28925 members 
Entering Unmasked Estep 
Score: -4888940.500000 Penalty: 12623.802734
	Iteration 28Q: 3 clusters Score -4888940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 28924 members 
Entering Unmasked Estep 
Score: -4888942.000000 Penalty: 12623.802734
	Iteration 29Q: 3 clusters Score -4888942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 28924 members 
Entering Unmasked Estep 
Score: -4888942.000000 Penalty: 12623.802734
	Iteration 30F: 3 clusters Score -4888942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (53224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53224 members 
Entering Unmasked Estep 
Score: -9175113.000000 Penalty: 6665.387207
	Iteration 0F: 2 clusters Score -9175113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26651 members 
Mstep: Class 2 contains 26573 members 
Entering Unmasked Estep 
Score: -9137456.000000 Penalty: 13330.774414
	Iteration 0F: 3 clusters Score -9137456 nChanged 23470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26899 members 
Mstep: Class 2 contains 26325 members 
Entering Unmasked Estep 
Score: -9149910.000000 Penalty: 13330.774414
	Iteration 1F: 3 clusters Score -9149910 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26991 members 
Mstep: Class 2 contains 26233 members 
Entering Unmasked Estep 
Score: -9150737.000000 Penalty: 13330.774414
	Iteration 2Q: 3 clusters Score -9150737 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 26123 members 
Entering Unmasked Estep 
Score: -9151398.000000 Penalty: 13330.774414
	Iteration 3Q: 3 clusters Score -9151398 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 25973 members 
Entering Unmasked Estep 
Score: -9151992.000000 Penalty: 13330.774414
	Iteration 4Q: 3 clusters Score -9151992 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27423 members 
Mstep: Class 2 contains 25801 members 
Entering Unmasked Estep 
Score: -9152508.000000 Penalty: 13330.774414
	Iteration 5Q: 3 clusters Score -9152508 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 25612 members 
Entering Unmasked Estep 
Score: -9153105.000000 Penalty: 13330.774414
	Iteration 6Q: 3 clusters Score -9153105 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27891 members 
Mstep: Class 2 contains 25333 members 
Entering Unmasked Estep 
Score: -9153710.000000 Penalty: 13330.774414
	Iteration 7Q: 3 clusters Score -9153710 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28143 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -9154282.000000 Penalty: 13330.774414
	Iteration 8Q: 3 clusters Score -9154282 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28493 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
Score: -9154914.000000 Penalty: 13330.774414
	Iteration 9Q: 3 clusters Score -9154914 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28947 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
Score: -9155692.000000 Penalty: 13330.774414
	Iteration 10Q: 3 clusters Score -9155692 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29527 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -9156447.000000 Penalty: 13330.774414
	Iteration 11Q: 3 clusters Score -9156447 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30138 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -9157318.000000 Penalty: 13330.774414
	Iteration 12Q: 3 clusters Score -9157318 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30791 members 
Mstep: Class 2 contains 22433 members 
Entering Unmasked Estep 
Score: -9158146.000000 Penalty: 13330.774414
	Iteration 13Q: 3 clusters Score -9158146 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31492 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -9159059.000000 Penalty: 13330.774414
	Iteration 14Q: 3 clusters Score -9159059 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32214 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -9159969.000000 Penalty: 13330.774414
	Iteration 15Q: 3 clusters Score -9159969 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32876 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -9160881.000000 Penalty: 13330.774414
	Iteration 16Q: 3 clusters Score -9160881 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33516 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -9161801.000000 Penalty: 13330.774414
	Iteration 17Q: 3 clusters Score -9161801 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34075 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -9162524.000000 Penalty: 13330.774414
	Iteration 18Q: 3 clusters Score -9162524 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34577 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -9163069.000000 Penalty: 13330.774414
	Iteration 19Q: 3 clusters Score -9163069 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35004 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -9163499.000000 Penalty: 13330.774414
	Iteration 20F: 3 clusters Score -9163499 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35340 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -9163818.000000 Penalty: 13330.774414
	Iteration 21Q: 3 clusters Score -9163818 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35696 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -9163992.000000 Penalty: 13330.774414
	Iteration 22Q: 3 clusters Score -9163992 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36052 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -9164185.000000 Penalty: 13330.774414
	Iteration 23Q: 3 clusters Score -9164185 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36402 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -9164293.000000 Penalty: 13330.774414
	Iteration 24Q: 3 clusters Score -9164293 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36712 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -9164329.000000 Penalty: 13330.774414
	Iteration 25Q: 3 clusters Score -9164329 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37040 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -9164406.000000 Penalty: 13330.774414
	Iteration 26Q: 3 clusters Score -9164406 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37374 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -9164499.000000 Penalty: 13330.774414
	Iteration 27Q: 3 clusters Score -9164499 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37737 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -9164652.000000 Penalty: 13330.774414
	Iteration 28Q: 3 clusters Score -9164652 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38114 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -9164726.000000 Penalty: 13330.774414
	Iteration 29Q: 3 clusters Score -9164726 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38548 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -9164848.000000 Penalty: 13330.774414
	Iteration 30Q: 3 clusters Score -9164848 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39019 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -9165021.000000 Penalty: 13330.774414
	Iteration 31Q: 3 clusters Score -9165021 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39535 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -9165165.000000 Penalty: 13330.774414
	Iteration 32Q: 3 clusters Score -9165165 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40081 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -9165375.000000 Penalty: 13330.774414
	Iteration 33Q: 3 clusters Score -9165375 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40654 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -9165593.000000 Penalty: 13330.774414
	Iteration 34Q: 3 clusters Score -9165593 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41262 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -9165773.000000 Penalty: 13330.774414
	Iteration 35Q: 3 clusters Score -9165773 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41887 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -9166065.000000 Penalty: 13330.774414
	Iteration 36Q: 3 clusters Score -9166065 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42526 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -9166385.000000 Penalty: 13330.774414
	Iteration 37Q: 3 clusters Score -9166385 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43147 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -9166717.000000 Penalty: 13330.774414
	Iteration 38Q: 3 clusters Score -9166717 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43752 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -9167001.000000 Penalty: 13330.774414
	Iteration 39Q: 3 clusters Score -9167001 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44341 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -9167255.000000 Penalty: 13330.774414
	Iteration 40F: 3 clusters Score -9167255 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44889 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -9167524.000000 Penalty: 13330.774414
	Iteration 41Q: 3 clusters Score -9167524 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45396 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -9167774.000000 Penalty: 13330.774414
	Iteration 42Q: 3 clusters Score -9167774 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45849 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -9167988.000000 Penalty: 13330.774414
	Iteration 43Q: 3 clusters Score -9167988 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46315 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -9168214.000000 Penalty: 13330.774414
	Iteration 44Q: 3 clusters Score -9168214 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46752 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -9168380.000000 Penalty: 13330.774414
	Iteration 45Q: 3 clusters Score -9168380 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47142 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -9168578.000000 Penalty: 13330.774414
	Iteration 46Q: 3 clusters Score -9168578 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47475 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -9168728.000000 Penalty: 13330.774414
	Iteration 47Q: 3 clusters Score -9168728 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47752 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -9168885.000000 Penalty: 13330.774414
	Iteration 48Q: 3 clusters Score -9168885 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48030 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -9168969.000000 Penalty: 13330.774414
	Iteration 49Q: 3 clusters Score -9168969 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48290 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -9169096.000000 Penalty: 13330.774414
	Iteration 50Q: 3 clusters Score -9169096 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48519 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -9169211.000000 Penalty: 13330.774414
	Iteration 51Q: 3 clusters Score -9169211 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48699 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -9169263.000000 Penalty: 13330.774414
	Iteration 52Q: 3 clusters Score -9169263 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48866 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -9169333.000000 Penalty: 13330.774414
	Iteration 53Q: 3 clusters Score -9169333 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49007 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -9169371.000000 Penalty: 13330.774414
	Iteration 54Q: 3 clusters Score -9169371 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49122 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -9169394.000000 Penalty: 13330.774414
	Iteration 55Q: 3 clusters Score -9169394 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49231 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -9169438.000000 Penalty: 13330.774414
	Iteration 56Q: 3 clusters Score -9169438 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49329 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -9169460.000000 Penalty: 13330.774414
	Iteration 57Q: 3 clusters Score -9169460 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49433 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -9169489.000000 Penalty: 13330.774414
	Iteration 58Q: 3 clusters Score -9169489 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49514 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -9169496.000000 Penalty: 13330.774414
	Iteration 59Q: 3 clusters Score -9169496 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49592 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -9169514.000000 Penalty: 13330.774414
	Iteration 60F: 3 clusters Score -9169514 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49668 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -9169547.000000 Penalty: 13330.774414
	Iteration 61Q: 3 clusters Score -9169547 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49743 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -9169573.000000 Penalty: 13330.774414
	Iteration 62Q: 3 clusters Score -9169573 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49819 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -9169600.000000 Penalty: 13330.774414
	Iteration 63Q: 3 clusters Score -9169600 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49874 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -9169618.000000 Penalty: 13330.774414
	Iteration 64Q: 3 clusters Score -9169618 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49939 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -9169626.000000 Penalty: 13330.774414
	Iteration 65Q: 3 clusters Score -9169626 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49990 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -9169638.000000 Penalty: 13330.774414
	Iteration 66Q: 3 clusters Score -9169638 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50031 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -9169652.000000 Penalty: 13330.774414
	Iteration 67Q: 3 clusters Score -9169652 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50059 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -9169665.000000 Penalty: 13330.774414
	Iteration 68Q: 3 clusters Score -9169665 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50076 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -9169657.000000 Penalty: 13330.774414
	Iteration 69Q: 3 clusters Score -9169657 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50092 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -9169663.000000 Penalty: 13330.774414
	Iteration 70Q: 3 clusters Score -9169663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50100 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -9169648.000000 Penalty: 13330.774414
	Iteration 71Q: 3 clusters Score -9169648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50105 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -9169665.000000 Penalty: 13330.774414
	Iteration 72Q: 3 clusters Score -9169665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50113 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -9169661.000000 Penalty: 13330.774414
	Iteration 73Q: 3 clusters Score -9169661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50123 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -9169659.000000 Penalty: 13330.774414
	Iteration 74Q: 3 clusters Score -9169659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50131 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -9169669.000000 Penalty: 13330.774414
	Iteration 75Q: 3 clusters Score -9169669 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50138 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -9169660.000000 Penalty: 13330.774414
	Iteration 76Q: 3 clusters Score -9169660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50146 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -9169674.000000 Penalty: 13330.774414
	Iteration 77Q: 3 clusters Score -9169674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50156 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -9169663.000000 Penalty: 13330.774414
	Iteration 78Q: 3 clusters Score -9169663 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50169 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -9169691.000000 Penalty: 13330.774414
	Iteration 79Q: 3 clusters Score -9169691 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50181 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -9169707.000000 Penalty: 13330.774414
	Iteration 80F: 3 clusters Score -9169707 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50195 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -9169702.000000 Penalty: 13330.774414
	Iteration 81Q: 3 clusters Score -9169702 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50211 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -9169707.000000 Penalty: 13330.774414
	Iteration 82Q: 3 clusters Score -9169707 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50224 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -9169721.000000 Penalty: 13330.774414
	Iteration 83Q: 3 clusters Score -9169721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50233 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -9169719.000000 Penalty: 13330.774414
	Iteration 84Q: 3 clusters Score -9169719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50242 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -9169727.000000 Penalty: 13330.774414
	Iteration 85Q: 3 clusters Score -9169727 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50254 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -9169721.000000 Penalty: 13330.774414
	Iteration 86Q: 3 clusters Score -9169721 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50264 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -9169720.000000 Penalty: 13330.774414
	Iteration 87Q: 3 clusters Score -9169720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50272 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -9169725.000000 Penalty: 13330.774414
	Iteration 88Q: 3 clusters Score -9169725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50279 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -9169734.000000 Penalty: 13330.774414
	Iteration 89Q: 3 clusters Score -9169734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50288 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -9169736.000000 Penalty: 13330.774414
	Iteration 90Q: 3 clusters Score -9169736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50298 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -9169727.000000 Penalty: 13330.774414
	Iteration 91Q: 3 clusters Score -9169727 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50306 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -9169730.000000 Penalty: 13330.774414
	Iteration 92Q: 3 clusters Score -9169730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50312 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -9169724.000000 Penalty: 13330.774414
	Iteration 93Q: 3 clusters Score -9169724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50319 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -9169729.000000 Penalty: 13330.774414
	Iteration 94Q: 3 clusters Score -9169729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50329 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -9169722.000000 Penalty: 13330.774414
	Iteration 95Q: 3 clusters Score -9169722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50336 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -9169732.000000 Penalty: 13330.774414
	Iteration 96Q: 3 clusters Score -9169732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50350 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -9169721.000000 Penalty: 13330.774414
	Iteration 97Q: 3 clusters Score -9169721 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50358 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -9169729.000000 Penalty: 13330.774414
	Iteration 98Q: 3 clusters Score -9169729 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50368 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -9169742.000000 Penalty: 13330.774414
	Iteration 99Q: 3 clusters Score -9169742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50381 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -9169743.000000 Penalty: 13330.774414
	Iteration 100F: 3 clusters Score -9169743 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50391 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -9169744.000000 Penalty: 13330.774414
	Iteration 101Q: 3 clusters Score -9169744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50404 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -9169750.000000 Penalty: 13330.774414
	Iteration 102Q: 3 clusters Score -9169750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50415 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -9169760.000000 Penalty: 13330.774414
	Iteration 103Q: 3 clusters Score -9169760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50419 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -9169761.000000 Penalty: 13330.774414
	Iteration 104Q: 3 clusters Score -9169761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50425 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -9169768.000000 Penalty: 13330.774414
	Iteration 105Q: 3 clusters Score -9169768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50431 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -9169759.000000 Penalty: 13330.774414
	Iteration 106Q: 3 clusters Score -9169759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50438 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -9169773.000000 Penalty: 13330.774414
	Iteration 107Q: 3 clusters Score -9169773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50442 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -9169778.000000 Penalty: 13330.774414
	Iteration 108Q: 3 clusters Score -9169778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50446 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -9169777.000000 Penalty: 13330.774414
	Iteration 109Q: 3 clusters Score -9169777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50450 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -9169780.000000 Penalty: 13330.774414
	Iteration 110Q: 3 clusters Score -9169780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50455 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -9169792.000000 Penalty: 13330.774414
	Iteration 111Q: 3 clusters Score -9169792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50463 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -9169800.000000 Penalty: 13330.774414
	Iteration 112Q: 3 clusters Score -9169800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50471 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -9169794.000000 Penalty: 13330.774414
	Iteration 113Q: 3 clusters Score -9169794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50477 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -9169808.000000 Penalty: 13330.774414
	Iteration 114Q: 3 clusters Score -9169808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50485 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -9169808.000000 Penalty: 13330.774414
	Iteration 115Q: 3 clusters Score -9169808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50492 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -9169814.000000 Penalty: 13330.774414
	Iteration 116Q: 3 clusters Score -9169814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50498 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -9169813.000000 Penalty: 13330.774414
	Iteration 117Q: 3 clusters Score -9169813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50504 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -9169818.000000 Penalty: 13330.774414
	Iteration 118Q: 3 clusters Score -9169818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50506 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -9169812.000000 Penalty: 13330.774414
	Iteration 119Q: 3 clusters Score -9169812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50508 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -9169816.000000 Penalty: 13330.774414
	Iteration 120F: 3 clusters Score -9169816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50512 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -9169815.000000 Penalty: 13330.774414
	Iteration 121Q: 3 clusters Score -9169815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50513 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -9169814.000000 Penalty: 13330.774414
	Iteration 122Q: 3 clusters Score -9169814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50514 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -9169820.000000 Penalty: 13330.774414
	Iteration 123Q: 3 clusters Score -9169820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50516 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -9169820.000000 Penalty: 13330.774414
	Iteration 124Q: 3 clusters Score -9169820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50517 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -9169811.000000 Penalty: 13330.774414
	Iteration 125Q: 3 clusters Score -9169811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50519 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -9169823.000000 Penalty: 13330.774414
	Iteration 126Q: 3 clusters Score -9169823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50520 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -9169821.000000 Penalty: 13330.774414
	Iteration 127Q: 3 clusters Score -9169821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50522 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -9169820.000000 Penalty: 13330.774414
	Iteration 128Q: 3 clusters Score -9169820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50523 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -9169824.000000 Penalty: 13330.774414
	Iteration 129Q: 3 clusters Score -9169824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50524 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -9169823.000000 Penalty: 13330.774414
	Iteration 130Q: 3 clusters Score -9169823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50525 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -9169827.000000 Penalty: 13330.774414
	Iteration 131Q: 3 clusters Score -9169827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50525 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -9169827.000000 Penalty: 13330.774414
	Iteration 132F: 3 clusters Score -9169827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (36870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36870 members 
Entering Unmasked Estep 
Score: -6232473.000000 Penalty: 6440.531738
	Iteration 0F: 2 clusters Score -6232473 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -6205318.000000 Penalty: 12881.063477
	Iteration 0F: 3 clusters Score -6205318 nChanged 15815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -6213690.500000 Penalty: 12881.063477
	Iteration 1F: 3 clusters Score -6213690 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -6214441.000000 Penalty: 12881.063477
	Iteration 2F: 3 clusters Score -6214441 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -6215002.500000 Penalty: 12881.063477
	Iteration 3Q: 3 clusters Score -6215002 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -6215445.000000 Penalty: 12881.063477
	Iteration 4Q: 3 clusters Score -6215445 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -6215894.000000 Penalty: 12881.063477
	Iteration 5Q: 3 clusters Score -6215894 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -6216364.000000 Penalty: 12881.063477
	Iteration 6Q: 3 clusters Score -6216364 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -6216863.000000 Penalty: 12881.063477
	Iteration 7Q: 3 clusters Score -6216863 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -6217417.500000 Penalty: 12881.063477
	Iteration 8Q: 3 clusters Score -6217418 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -6218181.500000 Penalty: 12881.063477
	Iteration 9Q: 3 clusters Score -6218182 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -6218967.000000 Penalty: 12881.063477
	Iteration 10Q: 3 clusters Score -6218967 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -6219819.500000 Penalty: 12881.063477
	Iteration 11Q: 3 clusters Score -6219820 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -6220654.500000 Penalty: 12881.063477
	Iteration 12Q: 3 clusters Score -6220654 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22501 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -6221370.000000 Penalty: 12881.063477
	Iteration 13Q: 3 clusters Score -6221370 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -6221975.500000 Penalty: 12881.063477
	Iteration 14Q: 3 clusters Score -6221976 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -6222371.000000 Penalty: 12881.063477
	Iteration 15Q: 3 clusters Score -6222371 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -6222640.000000 Penalty: 12881.063477
	Iteration 16Q: 3 clusters Score -6222640 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -6222807.000000 Penalty: 12881.063477
	Iteration 17Q: 3 clusters Score -6222807 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24056 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -6222929.500000 Penalty: 12881.063477
	Iteration 18Q: 3 clusters Score -6222930 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -6222993.500000 Penalty: 12881.063477
	Iteration 19Q: 3 clusters Score -6222994 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24177 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -6223072.500000 Penalty: 12881.063477
	Iteration 20F: 3 clusters Score -6223072 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -6223134.500000 Penalty: 12881.063477
	Iteration 21Q: 3 clusters Score -6223134 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -6223187.500000 Penalty: 12881.063477
	Iteration 22Q: 3 clusters Score -6223188 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -6223198.000000 Penalty: 12881.063477
	Iteration 23Q: 3 clusters Score -6223198 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -6223209.500000 Penalty: 12881.063477
	Iteration 24Q: 3 clusters Score -6223210 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -6223240.500000 Penalty: 12881.063477
	Iteration 25Q: 3 clusters Score -6223240 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24177 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -6223267.000000 Penalty: 12881.063477
	Iteration 26Q: 3 clusters Score -6223267 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -6223260.500000 Penalty: 12881.063477
	Iteration 27Q: 3 clusters Score -6223260 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -6223277.500000 Penalty: 12881.063477
	Iteration 28Q: 3 clusters Score -6223278 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -6223290.000000 Penalty: 12881.063477
	Iteration 29Q: 3 clusters Score -6223290 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24108 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -6223295.500000 Penalty: 12881.063477
	Iteration 30Q: 3 clusters Score -6223296 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -6223311.500000 Penalty: 12881.063477
	Iteration 31Q: 3 clusters Score -6223312 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -6223313.000000 Penalty: 12881.063477
	Iteration 32Q: 3 clusters Score -6223313 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -6223324.500000 Penalty: 12881.063477
	Iteration 33Q: 3 clusters Score -6223324 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -6223324.000000 Penalty: 12881.063477
	Iteration 34Q: 3 clusters Score -6223324 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -6223311.500000 Penalty: 12881.063477
	Iteration 35Q: 3 clusters Score -6223312 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -6223315.500000 Penalty: 12881.063477
	Iteration 36Q: 3 clusters Score -6223316 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -6223330.500000 Penalty: 12881.063477
	Iteration 37Q: 3 clusters Score -6223330 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -6223317.500000 Penalty: 12881.063477
	Iteration 38Q: 3 clusters Score -6223318 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -6223311.500000 Penalty: 12881.063477
	Iteration 39Q: 3 clusters Score -6223312 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -6223316.500000 Penalty: 12881.063477
	Iteration 40F: 3 clusters Score -6223316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -6223323.000000 Penalty: 12881.063477
	Iteration 41Q: 3 clusters Score -6223323 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23966 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -6223322.500000 Penalty: 12881.063477
	Iteration 42Q: 3 clusters Score -6223322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -6223320.000000 Penalty: 12881.063477
	Iteration 43Q: 3 clusters Score -6223320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23951 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -6223328.500000 Penalty: 12881.063477
	Iteration 44Q: 3 clusters Score -6223328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -6223327.500000 Penalty: 12881.063477
	Iteration 45Q: 3 clusters Score -6223328 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -6223334.500000 Penalty: 12881.063477
	Iteration 46Q: 3 clusters Score -6223334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23913 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -6223335.500000 Penalty: 12881.063477
	Iteration 47Q: 3 clusters Score -6223336 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -6223336.500000 Penalty: 12881.063477
	Iteration 48Q: 3 clusters Score -6223336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -6223348.500000 Penalty: 12881.063477
	Iteration 49Q: 3 clusters Score -6223348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -6223334.000000 Penalty: 12881.063477
	Iteration 50Q: 3 clusters Score -6223334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -6223331.500000 Penalty: 12881.063477
	Iteration 51Q: 3 clusters Score -6223332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -6223321.000000 Penalty: 12881.063477
	Iteration 52Q: 3 clusters Score -6223321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -6223321.500000 Penalty: 12881.063477
	Iteration 53Q: 3 clusters Score -6223322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -6223330.500000 Penalty: 12881.063477
	Iteration 54Q: 3 clusters Score -6223330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -6223331.500000 Penalty: 12881.063477
	Iteration 55Q: 3 clusters Score -6223332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -6223335.500000 Penalty: 12881.063477
	Iteration 56Q: 3 clusters Score -6223336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -6223335.000000 Penalty: 12881.063477
	Iteration 57Q: 3 clusters Score -6223335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23871 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -6223329.000000 Penalty: 12881.063477
	Iteration 58Q: 3 clusters Score -6223329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -6223331.000000 Penalty: 12881.063477
	Iteration 59Q: 3 clusters Score -6223331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23871 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -6223326.000000 Penalty: 12881.063477
	Iteration 60F: 3 clusters Score -6223326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -6223330.500000 Penalty: 12881.063477
	Iteration 61Q: 3 clusters Score -6223330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -6223338.500000 Penalty: 12881.063477
	Iteration 62Q: 3 clusters Score -6223338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -6223336.000000 Penalty: 12881.063477
	Iteration 63Q: 3 clusters Score -6223336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -6223339.000000 Penalty: 12881.063477
	Iteration 64Q: 3 clusters Score -6223339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -6223337.000000 Penalty: 12881.063477
	Iteration 65Q: 3 clusters Score -6223337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -6223330.000000 Penalty: 12881.063477
	Iteration 66Q: 3 clusters Score -6223330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23871 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -6223325.500000 Penalty: 12881.063477
	Iteration 67Q: 3 clusters Score -6223326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -6223331.500000 Penalty: 12881.063477
	Iteration 68Q: 3 clusters Score -6223332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -6223335.500000 Penalty: 12881.063477
	Iteration 69Q: 3 clusters Score -6223336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -6223330.500000 Penalty: 12881.063477
	Iteration 70Q: 3 clusters Score -6223330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -6223332.500000 Penalty: 12881.063477
	Iteration 71Q: 3 clusters Score -6223332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23865 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -6223337.000000 Penalty: 12881.063477
	Iteration 72Q: 3 clusters Score -6223337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23865 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -6223337.000000 Penalty: 12881.063477
	Iteration 73F: 3 clusters Score -6223337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Entering Unmasked Estep 
Score: -412627.562500 Penalty: 4834.126953
	Iteration 0F: 2 clusters Score -412627.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -407322.781250 Penalty: 9668.253906
	Iteration 0F: 3 clusters Score -407322.8 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -408508.718750 Penalty: 9668.253906
	Iteration 1F: 3 clusters Score -408508.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -410137.312500 Penalty: 9668.253906
	Iteration 2F: 3 clusters Score -410137.3 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -411871.031250 Penalty: 9668.253906
	Iteration 3F: 3 clusters Score -411871 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -413483.468750 Penalty: 9668.253906
	Iteration 4F: 3 clusters Score -413483.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -414788.125000 Penalty: 9668.253906
	Iteration 5F: 3 clusters Score -414788.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -415857.625000 Penalty: 9668.253906
	Iteration 6Q: 3 clusters Score -415857.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -416167.031250 Penalty: 9668.253906
	Iteration 7Q: 3 clusters Score -416167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -416207.031250 Penalty: 9668.253906
	Iteration 8Q: 3 clusters Score -416207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -416222.000000 Penalty: 9668.253906
	Iteration 9Q: 3 clusters Score -416222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -416248.250000 Penalty: 9668.253906
	Iteration 10Q: 3 clusters Score -416248.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -416289.406250 Penalty: 9668.253906
	Iteration 11Q: 3 clusters Score -416289.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -416320.468750 Penalty: 9668.253906
	Iteration 12Q: 3 clusters Score -416320.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -416341.906250 Penalty: 9668.253906
	Iteration 13Q: 3 clusters Score -416341.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -416362.562500 Penalty: 9668.253906
	Iteration 14Q: 3 clusters Score -416362.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -416374.375000 Penalty: 9668.253906
	Iteration 15Q: 3 clusters Score -416374.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -416383.125000 Penalty: 9668.253906
	Iteration 16Q: 3 clusters Score -416383.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -416384.718750 Penalty: 9668.253906
	Iteration 17Q: 3 clusters Score -416384.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -416493.406250 Penalty: 9668.253906
	Iteration 18F: 3 clusters Score -416493.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -416990.843750 Penalty: 9668.253906
	Iteration 19Q: 3 clusters Score -416990.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -417344.906250 Penalty: 9668.253906
	Iteration 20F: 3 clusters Score -417344.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -417365.406250 Penalty: 9668.253906
	Iteration 21Q: 3 clusters Score -417365.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -417365.406250 Penalty: 9668.253906
	Iteration 22F: 3 clusters Score -417365.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 209173 members 
Mstep: Class 2 contains 7031 members 
Mstep: Class 3 contains 29886 members 
Mstep: Class 4 contains 53224 members 
Mstep: Class 5 contains 36870 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3004 members 
Mstep: Class 8 contains 13445 members 
Mstep: Class 9 contains 22920 members 
Mstep: Class 10 contains 282982 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20875 members 
Mstep: Class 13 contains 24290 members 
Mstep: Class 14 contains 1666 members 
Mstep: Class 15 contains 1373 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87922 members 
Mstep: Class 18 contains 517250 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11449 members 
Mstep: Class 22 contains 46494 members 
Entering Unmasked Estep 
Score: -233332016.000000 Penalty: 181791.359375
Splitting cluster 6 changes total score from -233331168.000000 to -233332016.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 7 (3004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Entering Unmasked Estep 
Score: -497498.187500 Penalty: 4904.716309
	Iteration 0F: 2 clusters Score -497498.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -491891.937500 Penalty: 9809.432617
	Iteration 0F: 3 clusters Score -491891.9 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -493214.125000 Penalty: 9809.432617
	Iteration 1F: 3 clusters Score -493214.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -493962.156250 Penalty: 9809.432617
	Iteration 2F: 3 clusters Score -493962.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -494381.781250 Penalty: 9809.432617
	Iteration 3F: 3 clusters Score -494381.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -494694.187500 Penalty: 9809.432617
	Iteration 4F: 3 clusters Score -494694.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -494980.437500 Penalty: 9809.432617
	Iteration 5Q: 3 clusters Score -494980.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -495242.625000 Penalty: 9809.432617
	Iteration 6Q: 3 clusters Score -495242.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -495533.000000 Penalty: 9809.432617
	Iteration 7Q: 3 clusters Score -495533 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -495834.937500 Penalty: 9809.432617
	Iteration 8Q: 3 clusters Score -495834.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -496123.500000 Penalty: 9809.432617
	Iteration 9Q: 3 clusters Score -496123.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -496383.468750 Penalty: 9809.432617
	Iteration 10Q: 3 clusters Score -496383.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -496533.218750 Penalty: 9809.432617
	Iteration 11Q: 3 clusters Score -496533.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -496640.062500 Penalty: 9809.432617
	Iteration 12Q: 3 clusters Score -496640.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -496695.781250 Penalty: 9809.432617
	Iteration 13Q: 3 clusters Score -496695.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -496720.718750 Penalty: 9809.432617
	Iteration 14Q: 3 clusters Score -496720.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -496724.656250 Penalty: 9809.432617
	Iteration 15Q: 3 clusters Score -496724.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -496724.656250 Penalty: 9809.432617
	Iteration 16F: 3 clusters Score -496724.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Entering Unmasked Estep 
Score: -2355065.500000 Penalty: 5822.647461
	Iteration 0F: 2 clusters Score -2355066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -2342661.000000 Penalty: 11645.294922
	Iteration 0F: 3 clusters Score -2342661 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -2345466.500000 Penalty: 11645.294922
	Iteration 1F: 3 clusters Score -2345466 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -2345954.000000 Penalty: 11645.294922
	Iteration 2F: 3 clusters Score -2345954 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -2346231.000000 Penalty: 11645.294922
	Iteration 3Q: 3 clusters Score -2346231 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -2346406.000000 Penalty: 11645.294922
	Iteration 4Q: 3 clusters Score -2346406 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -2346525.000000 Penalty: 11645.294922
	Iteration 5Q: 3 clusters Score -2346525 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -2346640.250000 Penalty: 11645.294922
	Iteration 6Q: 3 clusters Score -2346640 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -2346710.250000 Penalty: 11645.294922
	Iteration 7Q: 3 clusters Score -2346710 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -2346782.250000 Penalty: 11645.294922
	Iteration 8Q: 3 clusters Score -2346782 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -2346836.750000 Penalty: 11645.294922
	Iteration 9Q: 3 clusters Score -2346837 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -2346898.000000 Penalty: 11645.294922
	Iteration 10Q: 3 clusters Score -2346898 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -2346959.750000 Penalty: 11645.294922
	Iteration 11Q: 3 clusters Score -2346960 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -2347023.750000 Penalty: 11645.294922
	Iteration 12Q: 3 clusters Score -2347024 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -2347097.500000 Penalty: 11645.294922
	Iteration 13Q: 3 clusters Score -2347098 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -2347179.250000 Penalty: 11645.294922
	Iteration 14Q: 3 clusters Score -2347179 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -2347250.500000 Penalty: 11645.294922
	Iteration 15Q: 3 clusters Score -2347250 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -2347353.000000 Penalty: 11645.294922
	Iteration 16Q: 3 clusters Score -2347353 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -2347447.250000 Penalty: 11645.294922
	Iteration 17Q: 3 clusters Score -2347447 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -2347558.250000 Penalty: 11645.294922
	Iteration 18Q: 3 clusters Score -2347558 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -2347671.500000 Penalty: 11645.294922
	Iteration 19Q: 3 clusters Score -2347672 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -2347792.250000 Penalty: 11645.294922
	Iteration 20F: 3 clusters Score -2347792 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -2347912.250000 Penalty: 11645.294922
	Iteration 21Q: 3 clusters Score -2347912 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -2348060.250000 Penalty: 11645.294922
	Iteration 22Q: 3 clusters Score -2348060 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -2348227.000000 Penalty: 11645.294922
	Iteration 23Q: 3 clusters Score -2348227 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -2348402.000000 Penalty: 11645.294922
	Iteration 24Q: 3 clusters Score -2348402 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -2348583.750000 Penalty: 11645.294922
	Iteration 25Q: 3 clusters Score -2348584 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -2348776.250000 Penalty: 11645.294922
	Iteration 26Q: 3 clusters Score -2348776 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -2348941.000000 Penalty: 11645.294922
	Iteration 27Q: 3 clusters Score -2348941 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -2349074.000000 Penalty: 11645.294922
	Iteration 28Q: 3 clusters Score -2349074 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -2349223.750000 Penalty: 11645.294922
	Iteration 29Q: 3 clusters Score -2349224 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -2349349.750000 Penalty: 11645.294922
	Iteration 30Q: 3 clusters Score -2349350 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -2349441.000000 Penalty: 11645.294922
	Iteration 31Q: 3 clusters Score -2349441 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -2349526.250000 Penalty: 11645.294922
	Iteration 32Q: 3 clusters Score -2349526 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -2349601.250000 Penalty: 11645.294922
	Iteration 33Q: 3 clusters Score -2349601 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -2349659.000000 Penalty: 11645.294922
	Iteration 34Q: 3 clusters Score -2349659 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -2349694.250000 Penalty: 11645.294922
	Iteration 35Q: 3 clusters Score -2349694 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -2349719.500000 Penalty: 11645.294922
	Iteration 36Q: 3 clusters Score -2349720 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -2349745.000000 Penalty: 11645.294922
	Iteration 37Q: 3 clusters Score -2349745 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -2349766.500000 Penalty: 11645.294922
	Iteration 38Q: 3 clusters Score -2349766 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -2349790.500000 Penalty: 11645.294922
	Iteration 39Q: 3 clusters Score -2349790 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -2349811.000000 Penalty: 11645.294922
	Iteration 40F: 3 clusters Score -2349811 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -2349822.500000 Penalty: 11645.294922
	Iteration 41Q: 3 clusters Score -2349822 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -2349844.500000 Penalty: 11645.294922
	Iteration 42Q: 3 clusters Score -2349844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -2349861.000000 Penalty: 11645.294922
	Iteration 43Q: 3 clusters Score -2349861 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -2349876.500000 Penalty: 11645.294922
	Iteration 44Q: 3 clusters Score -2349876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -2349885.500000 Penalty: 11645.294922
	Iteration 45Q: 3 clusters Score -2349886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -2349897.750000 Penalty: 11645.294922
	Iteration 46Q: 3 clusters Score -2349898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -2349904.750000 Penalty: 11645.294922
	Iteration 47Q: 3 clusters Score -2349905 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -2349916.500000 Penalty: 11645.294922
	Iteration 48Q: 3 clusters Score -2349916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -2349926.000000 Penalty: 11645.294922
	Iteration 49Q: 3 clusters Score -2349926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -2349928.250000 Penalty: 11645.294922
	Iteration 50Q: 3 clusters Score -2349928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -2349932.750000 Penalty: 11645.294922
	Iteration 51Q: 3 clusters Score -2349933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -2349941.750000 Penalty: 11645.294922
	Iteration 52Q: 3 clusters Score -2349942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -2349938.750000 Penalty: 11645.294922
	Iteration 53Q: 3 clusters Score -2349939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -2349940.000000 Penalty: 11645.294922
	Iteration 54Q: 3 clusters Score -2349940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -2349941.500000 Penalty: 11645.294922
	Iteration 55Q: 3 clusters Score -2349942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -2349946.000000 Penalty: 11645.294922
	Iteration 56Q: 3 clusters Score -2349946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -2349950.250000 Penalty: 11645.294922
	Iteration 57Q: 3 clusters Score -2349950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -2349954.250000 Penalty: 11645.294922
	Iteration 58Q: 3 clusters Score -2349954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -2349951.750000 Penalty: 11645.294922
	Iteration 59Q: 3 clusters Score -2349952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -2349951.750000 Penalty: 11645.294922
	Iteration 60F: 3 clusters Score -2349952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (22920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Entering Unmasked Estep 
Score: -3912618.500000 Penalty: 6149.356445
	Iteration 0F: 2 clusters Score -3912618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -3894232.750000 Penalty: 12298.712891
	Iteration 0F: 3 clusters Score -3894233 nChanged 9420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -3899063.250000 Penalty: 12298.712891
	Iteration 1F: 3 clusters Score -3899063 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -3899693.000000 Penalty: 12298.712891
	Iteration 2F: 3 clusters Score -3899693 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -3900103.250000 Penalty: 12298.712891
	Iteration 3Q: 3 clusters Score -3900103 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -3900386.500000 Penalty: 12298.712891
	Iteration 4Q: 3 clusters Score -3900386 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -3900586.250000 Penalty: 12298.712891
	Iteration 5Q: 3 clusters Score -3900586 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -3900772.250000 Penalty: 12298.712891
	Iteration 6Q: 3 clusters Score -3900772 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -3900921.250000 Penalty: 12298.712891
	Iteration 7Q: 3 clusters Score -3900921 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -3901067.750000 Penalty: 12298.712891
	Iteration 8Q: 3 clusters Score -3901068 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -3901155.500000 Penalty: 12298.712891
	Iteration 9Q: 3 clusters Score -3901156 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -3901254.500000 Penalty: 12298.712891
	Iteration 10Q: 3 clusters Score -3901254 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -3901348.250000 Penalty: 12298.712891
	Iteration 11Q: 3 clusters Score -3901348 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -3901452.500000 Penalty: 12298.712891
	Iteration 12Q: 3 clusters Score -3901452 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -3901539.000000 Penalty: 12298.712891
	Iteration 13Q: 3 clusters Score -3901539 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -3901651.750000 Penalty: 12298.712891
	Iteration 14Q: 3 clusters Score -3901652 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -3901758.750000 Penalty: 12298.712891
	Iteration 15Q: 3 clusters Score -3901759 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -3901872.750000 Penalty: 12298.712891
	Iteration 16Q: 3 clusters Score -3901873 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -3902023.250000 Penalty: 12298.712891
	Iteration 17Q: 3 clusters Score -3902023 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -3902211.750000 Penalty: 12298.712891
	Iteration 18Q: 3 clusters Score -3902212 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -3902380.000000 Penalty: 12298.712891
	Iteration 19Q: 3 clusters Score -3902380 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -3902629.250000 Penalty: 12298.712891
	Iteration 20F: 3 clusters Score -3902629 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -3902905.250000 Penalty: 12298.712891
	Iteration 21Q: 3 clusters Score -3902905 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -3903290.500000 Penalty: 12298.712891
	Iteration 22Q: 3 clusters Score -3903290 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -3903779.750000 Penalty: 12298.712891
	Iteration 23Q: 3 clusters Score -3903780 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -3904290.000000 Penalty: 12298.712891
	Iteration 24Q: 3 clusters Score -3904290 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -3904813.500000 Penalty: 12298.712891
	Iteration 25Q: 3 clusters Score -3904814 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -3905297.750000 Penalty: 12298.712891
	Iteration 26Q: 3 clusters Score -3905298 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -3905762.250000 Penalty: 12298.712891
	Iteration 27Q: 3 clusters Score -3905762 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -3906132.750000 Penalty: 12298.712891
	Iteration 28Q: 3 clusters Score -3906133 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -3906424.750000 Penalty: 12298.712891
	Iteration 29Q: 3 clusters Score -3906425 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -3906646.500000 Penalty: 12298.712891
	Iteration 30Q: 3 clusters Score -3906646 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -3906803.250000 Penalty: 12298.712891
	Iteration 31Q: 3 clusters Score -3906803 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -3906906.250000 Penalty: 12298.712891
	Iteration 32Q: 3 clusters Score -3906906 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -3906968.750000 Penalty: 12298.712891
	Iteration 33Q: 3 clusters Score -3906969 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 22009 members 
Entering Unmasked Estep 
Score: -3907051.500000 Penalty: 12298.712891
	Iteration 34Q: 3 clusters Score -3907052 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -3907084.000000 Penalty: 12298.712891
	Iteration 35Q: 3 clusters Score -3907084 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -3907120.750000 Penalty: 12298.712891
	Iteration 36Q: 3 clusters Score -3907121 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -3907136.000000 Penalty: 12298.712891
	Iteration 37Q: 3 clusters Score -3907136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 22100 members 
Entering Unmasked Estep 
Score: -3907149.500000 Penalty: 12298.712891
	Iteration 38Q: 3 clusters Score -3907150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -3907159.000000 Penalty: 12298.712891
	Iteration 39Q: 3 clusters Score -3907159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -3907171.250000 Penalty: 12298.712891
	Iteration 40F: 3 clusters Score -3907171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 22129 members 
Entering Unmasked Estep 
Score: -3907182.750000 Penalty: 12298.712891
	Iteration 41Q: 3 clusters Score -3907183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -3907192.500000 Penalty: 12298.712891
	Iteration 42Q: 3 clusters Score -3907192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
Score: -3907197.500000 Penalty: 12298.712891
	Iteration 43Q: 3 clusters Score -3907198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -3907203.500000 Penalty: 12298.712891
	Iteration 44Q: 3 clusters Score -3907204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -3907205.500000 Penalty: 12298.712891
	Iteration 45Q: 3 clusters Score -3907206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -3907208.250000 Penalty: 12298.712891
	Iteration 46Q: 3 clusters Score -3907208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -3907221.000000 Penalty: 12298.712891
	Iteration 47Q: 3 clusters Score -3907221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -3907222.750000 Penalty: 12298.712891
	Iteration 48Q: 3 clusters Score -3907223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 22156 members 
Entering Unmasked Estep 
Score: -3907227.500000 Penalty: 12298.712891
	Iteration 49Q: 3 clusters Score -3907228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -3907222.250000 Penalty: 12298.712891
	Iteration 50Q: 3 clusters Score -3907222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 22156 members 
Entering Unmasked Estep 
Score: -3907227.000000 Penalty: 12298.712891
	Iteration 51Q: 3 clusters Score -3907227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -3907228.000000 Penalty: 12298.712891
	Iteration 52Q: 3 clusters Score -3907228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -3907228.250000 Penalty: 12298.712891
	Iteration 53Q: 3 clusters Score -3907228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -3907229.250000 Penalty: 12298.712891
	Iteration 54Q: 3 clusters Score -3907229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -3907229.250000 Penalty: 12298.712891
	Iteration 55F: 3 clusters Score -3907229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (282982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282982 members 
Entering Unmasked Estep 
Score: -48754600.000000 Penalty: 7688.797363
	Iteration 0F: 2 clusters Score -4.87546e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141360 members 
Mstep: Class 2 contains 141622 members 
Entering Unmasked Estep 
Score: -48569044.000000 Penalty: 15377.594727
	Iteration 0F: 3 clusters Score -4.856904e+07 nChanged 134049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140097 members 
Mstep: Class 2 contains 142885 members 
Entering Unmasked Estep 
Score: -48646396.000000 Penalty: 15377.594727
	Iteration 1F: 3 clusters Score -4.86464e+07 nChanged 8360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139211 members 
Mstep: Class 2 contains 143771 members 
Entering Unmasked Estep 
Score: -48648540.000000 Penalty: 15377.594727
	Iteration 2Q: 3 clusters Score -4.864854e+07 nChanged 8822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137725 members 
Mstep: Class 2 contains 145257 members 
Entering Unmasked Estep 
Score: -48650520.000000 Penalty: 15377.594727
	Iteration 3Q: 3 clusters Score -4.865052e+07 nChanged 9489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135602 members 
Mstep: Class 2 contains 147380 members 
Entering Unmasked Estep 
Score: -48653292.000000 Penalty: 15377.594727
	Iteration 4Q: 3 clusters Score -4.865329e+07 nChanged 10330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132614 members 
Mstep: Class 2 contains 150368 members 
Entering Unmasked Estep 
Score: -48656876.000000 Penalty: 15377.594727
	Iteration 5Q: 3 clusters Score -4.865688e+07 nChanged 11447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128539 members 
Mstep: Class 2 contains 154443 members 
Entering Unmasked Estep 
Score: -48661760.000000 Penalty: 15377.594727
	Iteration 6Q: 3 clusters Score -4.866176e+07 nChanged 12621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123502 members 
Mstep: Class 2 contains 159480 members 
Entering Unmasked Estep 
Score: -48667996.000000 Penalty: 15377.594727
	Iteration 7Q: 3 clusters Score -4.8668e+07 nChanged 13931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117623 members 
Mstep: Class 2 contains 165359 members 
Entering Unmasked Estep 
Score: -48675540.000000 Penalty: 15377.594727
	Iteration 8Q: 3 clusters Score -4.867554e+07 nChanged 15569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110998 members 
Mstep: Class 2 contains 171984 members 
Entering Unmasked Estep 
Score: -48685208.000000 Penalty: 15377.594727
	Iteration 9F: 3 clusters Score -4.868521e+07 nChanged 16105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104545 members 
Mstep: Class 2 contains 178437 members 
Entering Unmasked Estep 
Score: -48695932.000000 Penalty: 15377.594727
	Iteration 10F: 3 clusters Score -4.869593e+07 nChanged 15716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99035 members 
Mstep: Class 2 contains 183947 members 
Entering Unmasked Estep 
Score: -48705676.000000 Penalty: 15377.594727
	Iteration 11F: 3 clusters Score -4.870568e+07 nChanged 13485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94804 members 
Mstep: Class 2 contains 188178 members 
Entering Unmasked Estep 
Score: -48712304.000000 Penalty: 15377.594727
	Iteration 12Q: 3 clusters Score -4.87123e+07 nChanged 9944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91250 members 
Mstep: Class 2 contains 191732 members 
Entering Unmasked Estep 
Score: -48715792.000000 Penalty: 15377.594727
	Iteration 13Q: 3 clusters Score -4.871579e+07 nChanged 6742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87922 members 
Mstep: Class 2 contains 195060 members 
Entering Unmasked Estep 
Score: -48717852.000000 Penalty: 15377.594727
	Iteration 14Q: 3 clusters Score -4.871785e+07 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84616 members 
Mstep: Class 2 contains 198366 members 
Entering Unmasked Estep 
Score: -48719012.000000 Penalty: 15377.594727
	Iteration 15Q: 3 clusters Score -4.871901e+07 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81152 members 
Mstep: Class 2 contains 201830 members 
Entering Unmasked Estep 
Score: -48720160.000000 Penalty: 15377.594727
	Iteration 16Q: 3 clusters Score -4.872016e+07 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77646 members 
Mstep: Class 2 contains 205336 members 
Entering Unmasked Estep 
Score: -48720780.000000 Penalty: 15377.594727
	Iteration 17Q: 3 clusters Score -4.872078e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73943 members 
Mstep: Class 2 contains 209039 members 
Entering Unmasked Estep 
Score: -48721364.000000 Penalty: 15377.594727
	Iteration 18Q: 3 clusters Score -4.872136e+07 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69959 members 
Mstep: Class 2 contains 213023 members 
Entering Unmasked Estep 
Score: -48722316.000000 Penalty: 15377.594727
	Iteration 19Q: 3 clusters Score -4.872232e+07 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65758 members 
Mstep: Class 2 contains 217224 members 
Entering Unmasked Estep 
Score: -48723548.000000 Penalty: 15377.594727
	Iteration 20F: 3 clusters Score -4.872355e+07 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61324 members 
Mstep: Class 2 contains 221658 members 
Entering Unmasked Estep 
Score: -48724772.000000 Penalty: 15377.594727
	Iteration 21Q: 3 clusters Score -4.872477e+07 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56791 members 
Mstep: Class 2 contains 226191 members 
Entering Unmasked Estep 
Score: -48726580.000000 Penalty: 15377.594727
	Iteration 22Q: 3 clusters Score -4.872658e+07 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52185 members 
Mstep: Class 2 contains 230797 members 
Entering Unmasked Estep 
Score: -48727880.000000 Penalty: 15377.594727
	Iteration 23Q: 3 clusters Score -4.872788e+07 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47553 members 
Mstep: Class 2 contains 235429 members 
Entering Unmasked Estep 
Score: -48729472.000000 Penalty: 15377.594727
	Iteration 24Q: 3 clusters Score -4.872947e+07 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43005 members 
Mstep: Class 2 contains 239977 members 
Entering Unmasked Estep 
Score: -48731300.000000 Penalty: 15377.594727
	Iteration 25Q: 3 clusters Score -4.87313e+07 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38560 members 
Mstep: Class 2 contains 244422 members 
Entering Unmasked Estep 
Score: -48733164.000000 Penalty: 15377.594727
	Iteration 26Q: 3 clusters Score -4.873316e+07 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34304 members 
Mstep: Class 2 contains 248678 members 
Entering Unmasked Estep 
Score: -48734896.000000 Penalty: 15377.594727
	Iteration 27Q: 3 clusters Score -4.87349e+07 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30313 members 
Mstep: Class 2 contains 252669 members 
Entering Unmasked Estep 
Score: -48736408.000000 Penalty: 15377.594727
	Iteration 28Q: 3 clusters Score -4.873641e+07 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26522 members 
Mstep: Class 2 contains 256460 members 
Entering Unmasked Estep 
Score: -48737820.000000 Penalty: 15377.594727
	Iteration 29Q: 3 clusters Score -4.873782e+07 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 259892 members 
Entering Unmasked Estep 
Score: -48739272.000000 Penalty: 15377.594727
	Iteration 30Q: 3 clusters Score -4.873927e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 263021 members 
Entering Unmasked Estep 
Score: -48740608.000000 Penalty: 15377.594727
	Iteration 31Q: 3 clusters Score -4.874061e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 265743 members 
Entering Unmasked Estep 
Score: -48741804.000000 Penalty: 15377.594727
	Iteration 32Q: 3 clusters Score -4.87418e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 268060 members 
Entering Unmasked Estep 
Score: -48743064.000000 Penalty: 15377.594727
	Iteration 33Q: 3 clusters Score -4.874306e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 270010 members 
Entering Unmasked Estep 
Score: -48744132.000000 Penalty: 15377.594727
	Iteration 34Q: 3 clusters Score -4.874413e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 271640 members 
Entering Unmasked Estep 
Score: -48744916.000000 Penalty: 15377.594727
	Iteration 35Q: 3 clusters Score -4.874492e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 272921 members 
Entering Unmasked Estep 
Score: -48745300.000000 Penalty: 15377.594727
	Iteration 36Q: 3 clusters Score -4.87453e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 273953 members 
Entering Unmasked Estep 
Score: -48745776.000000 Penalty: 15377.594727
	Iteration 37Q: 3 clusters Score -4.874578e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 274787 members 
Entering Unmasked Estep 
Score: -48746212.000000 Penalty: 15377.594727
	Iteration 38Q: 3 clusters Score -4.874621e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 275467 members 
Entering Unmasked Estep 
Score: -48746552.000000 Penalty: 15377.594727
	Iteration 39Q: 3 clusters Score -4.874655e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 276050 members 
Entering Unmasked Estep 
Score: -48746764.000000 Penalty: 15377.594727
	Iteration 40F: 3 clusters Score -4.874676e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 276543 members 
Entering Unmasked Estep 
Score: -48746932.000000 Penalty: 15377.594727
	Iteration 41Q: 3 clusters Score -4.874693e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 276922 members 
Entering Unmasked Estep 
Score: -48747064.000000 Penalty: 15377.594727
	Iteration 42Q: 3 clusters Score -4.874706e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 277247 members 
Entering Unmasked Estep 
Score: -48747228.000000 Penalty: 15377.594727
	Iteration 43Q: 3 clusters Score -4.874723e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 277500 members 
Entering Unmasked Estep 
Score: -48747368.000000 Penalty: 15377.594727
	Iteration 44Q: 3 clusters Score -4.874737e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 277719 members 
Entering Unmasked Estep 
Score: -48747464.000000 Penalty: 15377.594727
	Iteration 45Q: 3 clusters Score -4.874746e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 277880 members 
Entering Unmasked Estep 
Score: -48747420.000000 Penalty: 15377.594727
	Iteration 46Q: 3 clusters Score -4.874742e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 278033 members 
Entering Unmasked Estep 
Score: -48747504.000000 Penalty: 15377.594727
	Iteration 47Q: 3 clusters Score -4.87475e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 278159 members 
Entering Unmasked Estep 
Score: -48747548.000000 Penalty: 15377.594727
	Iteration 48Q: 3 clusters Score -4.874755e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 278261 members 
Entering Unmasked Estep 
Score: -48747552.000000 Penalty: 15377.594727
	Iteration 49Q: 3 clusters Score -4.874755e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 278360 members 
Entering Unmasked Estep 
Score: -48747624.000000 Penalty: 15377.594727
	Iteration 50Q: 3 clusters Score -4.874762e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 278439 members 
Entering Unmasked Estep 
Score: -48747612.000000 Penalty: 15377.594727
	Iteration 51Q: 3 clusters Score -4.874761e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 278514 members 
Entering Unmasked Estep 
Score: -48747704.000000 Penalty: 15377.594727
	Iteration 52Q: 3 clusters Score -4.87477e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 278569 members 
Entering Unmasked Estep 
Score: -48747744.000000 Penalty: 15377.594727
	Iteration 53Q: 3 clusters Score -4.874774e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 278616 members 
Entering Unmasked Estep 
Score: -48747800.000000 Penalty: 15377.594727
	Iteration 54Q: 3 clusters Score -4.87478e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 278663 members 
Entering Unmasked Estep 
Score: -48747792.000000 Penalty: 15377.594727
	Iteration 55Q: 3 clusters Score -4.874779e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 278717 members 
Entering Unmasked Estep 
Score: -48747820.000000 Penalty: 15377.594727
	Iteration 56Q: 3 clusters Score -4.874782e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 278759 members 
Entering Unmasked Estep 
Score: -48747848.000000 Penalty: 15377.594727
	Iteration 57Q: 3 clusters Score -4.874785e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 278791 members 
Entering Unmasked Estep 
Score: -48747840.000000 Penalty: 15377.594727
	Iteration 58Q: 3 clusters Score -4.874784e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 278828 members 
Entering Unmasked Estep 
Score: -48747896.000000 Penalty: 15377.594727
	Iteration 59Q: 3 clusters Score -4.87479e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 278860 members 
Entering Unmasked Estep 
Score: -48747928.000000 Penalty: 15377.594727
	Iteration 60F: 3 clusters Score -4.874793e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 278897 members 
Entering Unmasked Estep 
Score: -48747932.000000 Penalty: 15377.594727
	Iteration 61Q: 3 clusters Score -4.874793e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 278922 members 
Entering Unmasked Estep 
Score: -48747932.000000 Penalty: 15377.594727
	Iteration 62Q: 3 clusters Score -4.874793e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 278956 members 
Entering Unmasked Estep 
Score: -48747944.000000 Penalty: 15377.594727
	Iteration 63Q: 3 clusters Score -4.874794e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 278986 members 
Entering Unmasked Estep 
Score: -48747936.000000 Penalty: 15377.594727
	Iteration 64Q: 3 clusters Score -4.874794e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 279023 members 
Entering Unmasked Estep 
Score: -48747976.000000 Penalty: 15377.594727
	Iteration 65Q: 3 clusters Score -4.874798e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 279056 members 
Entering Unmasked Estep 
Score: -48748012.000000 Penalty: 15377.594727
	Iteration 66Q: 3 clusters Score -4.874801e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 279085 members 
Entering Unmasked Estep 
Score: -48748048.000000 Penalty: 15377.594727
	Iteration 67Q: 3 clusters Score -4.874805e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 279111 members 
Entering Unmasked Estep 
Score: -48748024.000000 Penalty: 15377.594727
	Iteration 68Q: 3 clusters Score -4.874802e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 279137 members 
Entering Unmasked Estep 
Score: -48748036.000000 Penalty: 15377.594727
	Iteration 69Q: 3 clusters Score -4.874804e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 279159 members 
Entering Unmasked Estep 
Score: -48748036.000000 Penalty: 15377.594727
	Iteration 70Q: 3 clusters Score -4.874804e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 279172 members 
Entering Unmasked Estep 
Score: -48748044.000000 Penalty: 15377.594727
	Iteration 71Q: 3 clusters Score -4.874804e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 279182 members 
Entering Unmasked Estep 
Score: -48748032.000000 Penalty: 15377.594727
	Iteration 72Q: 3 clusters Score -4.874803e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 279190 members 
Entering Unmasked Estep 
Score: -48748040.000000 Penalty: 15377.594727
	Iteration 73Q: 3 clusters Score -4.874804e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 279199 members 
Entering Unmasked Estep 
Score: -48748072.000000 Penalty: 15377.594727
	Iteration 74Q: 3 clusters Score -4.874807e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 279210 members 
Entering Unmasked Estep 
Score: -48748092.000000 Penalty: 15377.594727
	Iteration 75Q: 3 clusters Score -4.874809e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 279221 members 
Entering Unmasked Estep 
Score: -48748064.000000 Penalty: 15377.594727
	Iteration 76Q: 3 clusters Score -4.874806e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 279237 members 
Entering Unmasked Estep 
Score: -48748076.000000 Penalty: 15377.594727
	Iteration 77Q: 3 clusters Score -4.874808e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 279245 members 
Entering Unmasked Estep 
Score: -48748076.000000 Penalty: 15377.594727
	Iteration 78Q: 3 clusters Score -4.874808e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 279249 members 
Entering Unmasked Estep 
Score: -48748124.000000 Penalty: 15377.594727
	Iteration 79Q: 3 clusters Score -4.874812e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 279248 members 
Entering Unmasked Estep 
Score: -48748124.000000 Penalty: 15377.594727
	Iteration 80F: 3 clusters Score -4.874812e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 279252 members 
Entering Unmasked Estep 
Score: -48748128.000000 Penalty: 15377.594727
	Iteration 81Q: 3 clusters Score -4.874813e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 279260 members 
Entering Unmasked Estep 
Score: -48748136.000000 Penalty: 15377.594727
	Iteration 82Q: 3 clusters Score -4.874814e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 279269 members 
Entering Unmasked Estep 
Score: -48748132.000000 Penalty: 15377.594727
	Iteration 83Q: 3 clusters Score -4.874813e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 279277 members 
Entering Unmasked Estep 
Score: -48748120.000000 Penalty: 15377.594727
	Iteration 84Q: 3 clusters Score -4.874812e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 279280 members 
Entering Unmasked Estep 
Score: -48748108.000000 Penalty: 15377.594727
	Iteration 85Q: 3 clusters Score -4.874811e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 279282 members 
Entering Unmasked Estep 
Score: -48748124.000000 Penalty: 15377.594727
	Iteration 86Q: 3 clusters Score -4.874812e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 279283 members 
Entering Unmasked Estep 
Score: -48748116.000000 Penalty: 15377.594727
	Iteration 87Q: 3 clusters Score -4.874812e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 279284 members 
Entering Unmasked Estep 
Score: -48748112.000000 Penalty: 15377.594727
	Iteration 88Q: 3 clusters Score -4.874811e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 279284 members 
Entering Unmasked Estep 
Score: -48748112.000000 Penalty: 15377.594727
	Iteration 89Q: 3 clusters Score -4.874811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 279285 members 
Entering Unmasked Estep 
Score: -48748100.000000 Penalty: 15377.594727
	Iteration 90Q: 3 clusters Score -4.87481e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 279286 members 
Entering Unmasked Estep 
Score: -48748092.000000 Penalty: 15377.594727
	Iteration 91Q: 3 clusters Score -4.874809e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 279289 members 
Entering Unmasked Estep 
Score: -48748108.000000 Penalty: 15377.594727
	Iteration 92Q: 3 clusters Score -4.874811e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 279293 members 
Entering Unmasked Estep 
Score: -48748080.000000 Penalty: 15377.594727
	Iteration 93Q: 3 clusters Score -4.874808e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 279294 members 
Entering Unmasked Estep 
Score: -48748088.000000 Penalty: 15377.594727
	Iteration 94Q: 3 clusters Score -4.874809e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 279295 members 
Entering Unmasked Estep 
Score: -48748092.000000 Penalty: 15377.594727
	Iteration 95Q: 3 clusters Score -4.874809e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 279297 members 
Entering Unmasked Estep 
Score: -48748076.000000 Penalty: 15377.594727
	Iteration 96Q: 3 clusters Score -4.874808e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 279297 members 
Entering Unmasked Estep 
Score: -48748076.000000 Penalty: 15377.594727
	Iteration 97Q: 3 clusters Score -4.874808e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 279299 members 
Entering Unmasked Estep 
Score: -48748080.000000 Penalty: 15377.594727
	Iteration 98Q: 3 clusters Score -4.874808e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 279299 members 
Entering Unmasked Estep 
Score: -48748080.000000 Penalty: 15377.594727
	Iteration 99F: 3 clusters Score -4.874808e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Entering Unmasked Estep 
Score: -258627.265625 Penalty: 4526.107910
	Iteration 0F: 2 clusters Score -258627.3 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 790 members 
Entering Unmasked Estep 
Score: -253995.187500 Penalty: 9052.215820
	Iteration 0F: 3 clusters Score -253995.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -254638.687500 Penalty: 9052.215820
	Iteration 1F: 3 clusters Score -254638.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -255037.734375 Penalty: 9052.215820
	Iteration 2F: 3 clusters Score -255037.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -255247.921875 Penalty: 9052.215820
	Iteration 3Q: 3 clusters Score -255247.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -255394.468750 Penalty: 9052.215820
	Iteration 4Q: 3 clusters Score -255394.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -255517.328125 Penalty: 9052.215820
	Iteration 5Q: 3 clusters Score -255517.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -255618.250000 Penalty: 9052.215820
	Iteration 6Q: 3 clusters Score -255618.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -255678.062500 Penalty: 9052.215820
	Iteration 7Q: 3 clusters Score -255678.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -255734.531250 Penalty: 9052.215820
	Iteration 8Q: 3 clusters Score -255734.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -255798.656250 Penalty: 9052.215820
	Iteration 9Q: 3 clusters Score -255798.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -255864.125000 Penalty: 9052.215820
	Iteration 10Q: 3 clusters Score -255864.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -255914.203125 Penalty: 9052.215820
	Iteration 11Q: 3 clusters Score -255914.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -255953.203125 Penalty: 9052.215820
	Iteration 12Q: 3 clusters Score -255953.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -255995.671875 Penalty: 9052.215820
	Iteration 13Q: 3 clusters Score -255995.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -256032.828125 Penalty: 9052.215820
	Iteration 14Q: 3 clusters Score -256032.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -256067.687500 Penalty: 9052.215820
	Iteration 15Q: 3 clusters Score -256067.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -256103.781250 Penalty: 9052.215820
	Iteration 16Q: 3 clusters Score -256103.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -256150.437500 Penalty: 9052.215820
	Iteration 17Q: 3 clusters Score -256150.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -256186.812500 Penalty: 9052.215820
	Iteration 18Q: 3 clusters Score -256186.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -256224.812500 Penalty: 9052.215820
	Iteration 19Q: 3 clusters Score -256224.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -256251.906250 Penalty: 9052.215820
	Iteration 20F: 3 clusters Score -256251.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -256284.109375 Penalty: 9052.215820
	Iteration 21Q: 3 clusters Score -256284.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -256297.046875 Penalty: 9052.215820
	Iteration 22Q: 3 clusters Score -256297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -256307.546875 Penalty: 9052.215820
	Iteration 23Q: 3 clusters Score -256307.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -256317.593750 Penalty: 9052.215820
	Iteration 24Q: 3 clusters Score -256317.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -256322.500000 Penalty: 9052.215820
	Iteration 25Q: 3 clusters Score -256322.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -256328.578125 Penalty: 9052.215820
	Iteration 26Q: 3 clusters Score -256328.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -256335.937500 Penalty: 9052.215820
	Iteration 27Q: 3 clusters Score -256335.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -256342.062500 Penalty: 9052.215820
	Iteration 28Q: 3 clusters Score -256342.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -256344.015625 Penalty: 9052.215820
	Iteration 29Q: 3 clusters Score -256344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -256344.015625 Penalty: 9052.215820
	Iteration 30F: 3 clusters Score -256344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (20875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Entering Unmasked Estep 
Score: -3621975.750000 Penalty: 6092.113281
	Iteration 0F: 2 clusters Score -3621976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -3604828.000000 Penalty: 12184.226562
	Iteration 0F: 3 clusters Score -3604828 nChanged 8473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -3609308.500000 Penalty: 12184.226562
	Iteration 1F: 3 clusters Score -3609308 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -3610165.500000 Penalty: 12184.226562
	Iteration 2F: 3 clusters Score -3610166 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -3610891.750000 Penalty: 12184.226562
	Iteration 3F: 3 clusters Score -3610892 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -3611427.750000 Penalty: 12184.226562
	Iteration 4F: 3 clusters Score -3611428 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -3611914.000000 Penalty: 12184.226562
	Iteration 5Q: 3 clusters Score -3611914 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -3612489.250000 Penalty: 12184.226562
	Iteration 6Q: 3 clusters Score -3612489 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -3613111.000000 Penalty: 12184.226562
	Iteration 7Q: 3 clusters Score -3613111 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -3613742.500000 Penalty: 12184.226562
	Iteration 8Q: 3 clusters Score -3613742 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -3614420.750000 Penalty: 12184.226562
	Iteration 9Q: 3 clusters Score -3614421 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -3615183.500000 Penalty: 12184.226562
	Iteration 10Q: 3 clusters Score -3615184 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -3615867.750000 Penalty: 12184.226562
	Iteration 11Q: 3 clusters Score -3615868 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -3616408.250000 Penalty: 12184.226562
	Iteration 12Q: 3 clusters Score -3616408 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -3616852.750000 Penalty: 12184.226562
	Iteration 13Q: 3 clusters Score -3616853 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -3617223.000000 Penalty: 12184.226562
	Iteration 14Q: 3 clusters Score -3617223 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -3617497.000000 Penalty: 12184.226562
	Iteration 15Q: 3 clusters Score -3617497 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -3617726.000000 Penalty: 12184.226562
	Iteration 16Q: 3 clusters Score -3617726 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -3617869.250000 Penalty: 12184.226562
	Iteration 17Q: 3 clusters Score -3617869 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -3617994.750000 Penalty: 12184.226562
	Iteration 18Q: 3 clusters Score -3617995 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -3618072.000000 Penalty: 12184.226562
	Iteration 19Q: 3 clusters Score -3618072 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -3618134.750000 Penalty: 12184.226562
	Iteration 20F: 3 clusters Score -3618135 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -3618180.000000 Penalty: 12184.226562
	Iteration 21Q: 3 clusters Score -3618180 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -3618213.250000 Penalty: 12184.226562
	Iteration 22Q: 3 clusters Score -3618213 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -3618233.500000 Penalty: 12184.226562
	Iteration 23Q: 3 clusters Score -3618234 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -3618256.500000 Penalty: 12184.226562
	Iteration 24Q: 3 clusters Score -3618256 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -3618287.000000 Penalty: 12184.226562
	Iteration 25Q: 3 clusters Score -3618287 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -3618304.000000 Penalty: 12184.226562
	Iteration 26Q: 3 clusters Score -3618304 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -3618321.750000 Penalty: 12184.226562
	Iteration 27Q: 3 clusters Score -3618322 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -3618342.000000 Penalty: 12184.226562
	Iteration 28Q: 3 clusters Score -3618342 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -3618349.250000 Penalty: 12184.226562
	Iteration 29Q: 3 clusters Score -3618349 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -3618367.500000 Penalty: 12184.226562
	Iteration 30Q: 3 clusters Score -3618368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -3618372.500000 Penalty: 12184.226562
	Iteration 31Q: 3 clusters Score -3618372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -3618380.000000 Penalty: 12184.226562
	Iteration 32Q: 3 clusters Score -3618380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -3618382.000000 Penalty: 12184.226562
	Iteration 33Q: 3 clusters Score -3618382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -3618392.250000 Penalty: 12184.226562
	Iteration 34Q: 3 clusters Score -3618392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -3618395.000000 Penalty: 12184.226562
	Iteration 35Q: 3 clusters Score -3618395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -3618392.750000 Penalty: 12184.226562
	Iteration 36Q: 3 clusters Score -3618393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -3618396.500000 Penalty: 12184.226562
	Iteration 37Q: 3 clusters Score -3618396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -3618398.750000 Penalty: 12184.226562
	Iteration 38Q: 3 clusters Score -3618399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -3618405.500000 Penalty: 12184.226562
	Iteration 39Q: 3 clusters Score -3618406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -3618403.000000 Penalty: 12184.226562
	Iteration 40F: 3 clusters Score -3618403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -3618402.250000 Penalty: 12184.226562
	Iteration 41Q: 3 clusters Score -3618402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -3618408.750000 Penalty: 12184.226562
	Iteration 42Q: 3 clusters Score -3618409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -3618408.750000 Penalty: 12184.226562
	Iteration 43F: 3 clusters Score -3618409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (24290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Entering Unmasked Estep 
Score: -4236823.500000 Penalty: 6184.915039
	Iteration 0F: 2 clusters Score -4236824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -4217539.500000 Penalty: 12369.830078
	Iteration 0F: 3 clusters Score -4217540 nChanged 10080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -4222833.000000 Penalty: 12369.830078
	Iteration 1F: 3 clusters Score -4222833 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -4223457.500000 Penalty: 12369.830078
	Iteration 2F: 3 clusters Score -4223458 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -4223852.500000 Penalty: 12369.830078
	Iteration 3Q: 3 clusters Score -4223852 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -4224158.500000 Penalty: 12369.830078
	Iteration 4Q: 3 clusters Score -4224158 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -4224385.000000 Penalty: 12369.830078
	Iteration 5Q: 3 clusters Score -4224385 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -4224552.500000 Penalty: 12369.830078
	Iteration 6Q: 3 clusters Score -4224552 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -4224710.000000 Penalty: 12369.830078
	Iteration 7Q: 3 clusters Score -4224710 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -4224853.000000 Penalty: 12369.830078
	Iteration 8Q: 3 clusters Score -4224853 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -4224995.000000 Penalty: 12369.830078
	Iteration 9Q: 3 clusters Score -4224995 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -4225157.500000 Penalty: 12369.830078
	Iteration 10Q: 3 clusters Score -4225158 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -4225347.000000 Penalty: 12369.830078
	Iteration 11Q: 3 clusters Score -4225347 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -4225552.000000 Penalty: 12369.830078
	Iteration 12Q: 3 clusters Score -4225552 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -4225794.500000 Penalty: 12369.830078
	Iteration 13Q: 3 clusters Score -4225794 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -4226064.500000 Penalty: 12369.830078
	Iteration 14Q: 3 clusters Score -4226064 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -4226394.000000 Penalty: 12369.830078
	Iteration 15Q: 3 clusters Score -4226394 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -4226807.500000 Penalty: 12369.830078
	Iteration 16Q: 3 clusters Score -4226808 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -4227256.500000 Penalty: 12369.830078
	Iteration 17Q: 3 clusters Score -4227256 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -4227763.000000 Penalty: 12369.830078
	Iteration 18Q: 3 clusters Score -4227763 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -4228309.500000 Penalty: 12369.830078
	Iteration 19Q: 3 clusters Score -4228310 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -4228836.000000 Penalty: 12369.830078
	Iteration 20F: 3 clusters Score -4228836 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -4229316.000000 Penalty: 12369.830078
	Iteration 21Q: 3 clusters Score -4229316 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -4229705.500000 Penalty: 12369.830078
	Iteration 22Q: 3 clusters Score -4229706 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -4230044.000000 Penalty: 12369.830078
	Iteration 23Q: 3 clusters Score -4230044 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -4230335.500000 Penalty: 12369.830078
	Iteration 24Q: 3 clusters Score -4230336 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -4230543.000000 Penalty: 12369.830078
	Iteration 25Q: 3 clusters Score -4230543 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -4230682.000000 Penalty: 12369.830078
	Iteration 26Q: 3 clusters Score -4230682 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -4230809.000000 Penalty: 12369.830078
	Iteration 27Q: 3 clusters Score -4230809 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -4230922.500000 Penalty: 12369.830078
	Iteration 28Q: 3 clusters Score -4230922 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -4231028.500000 Penalty: 12369.830078
	Iteration 29Q: 3 clusters Score -4231028 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -4231117.500000 Penalty: 12369.830078
	Iteration 30Q: 3 clusters Score -4231118 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
Score: -4231186.000000 Penalty: 12369.830078
	Iteration 31Q: 3 clusters Score -4231186 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -4231239.000000 Penalty: 12369.830078
	Iteration 32Q: 3 clusters Score -4231239 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -4231280.500000 Penalty: 12369.830078
	Iteration 33Q: 3 clusters Score -4231280 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -4231315.500000 Penalty: 12369.830078
	Iteration 34Q: 3 clusters Score -4231316 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -4231350.500000 Penalty: 12369.830078
	Iteration 35Q: 3 clusters Score -4231350 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -4231382.500000 Penalty: 12369.830078
	Iteration 36Q: 3 clusters Score -4231382 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -4231404.500000 Penalty: 12369.830078
	Iteration 37Q: 3 clusters Score -4231404 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
Score: -4231421.000000 Penalty: 12369.830078
	Iteration 38Q: 3 clusters Score -4231421 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -4231432.500000 Penalty: 12369.830078
	Iteration 39Q: 3 clusters Score -4231432 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -4231446.000000 Penalty: 12369.830078
	Iteration 40F: 3 clusters Score -4231446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -4231459.500000 Penalty: 12369.830078
	Iteration 41Q: 3 clusters Score -4231460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -4231461.000000 Penalty: 12369.830078
	Iteration 42Q: 3 clusters Score -4231461 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 23045 members 
Entering Unmasked Estep 
Score: -4231478.500000 Penalty: 12369.830078
	Iteration 43Q: 3 clusters Score -4231478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
Score: -4231486.000000 Penalty: 12369.830078
	Iteration 44Q: 3 clusters Score -4231486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -4231493.500000 Penalty: 12369.830078
	Iteration 45Q: 3 clusters Score -4231494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -4231492.000000 Penalty: 12369.830078
	Iteration 46Q: 3 clusters Score -4231492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -4231491.500000 Penalty: 12369.830078
	Iteration 47Q: 3 clusters Score -4231492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -4231495.000000 Penalty: 12369.830078
	Iteration 48Q: 3 clusters Score -4231495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -4231495.000000 Penalty: 12369.830078
	Iteration 49F: 3 clusters Score -4231495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Entering Unmasked Estep 
Score: -209598.359375 Penalty: 4425.161621
	Iteration 0F: 2 clusters Score -209598.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -205217.250000 Penalty: 8850.323242
	Iteration 0F: 3 clusters Score -205217.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -205639.390625 Penalty: 8850.323242
	Iteration 1F: 3 clusters Score -205639.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -205761.859375 Penalty: 8850.323242
	Iteration 2Q: 3 clusters Score -205761.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -205841.484375 Penalty: 8850.323242
	Iteration 3Q: 3 clusters Score -205841.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -205901.781250 Penalty: 8850.323242
	Iteration 4Q: 3 clusters Score -205901.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -205932.687500 Penalty: 8850.323242
	Iteration 5Q: 3 clusters Score -205932.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -205961.828125 Penalty: 8850.323242
	Iteration 6Q: 3 clusters Score -205961.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -205995.687500 Penalty: 8850.323242
	Iteration 7Q: 3 clusters Score -205995.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -206030.468750 Penalty: 8850.323242
	Iteration 8Q: 3 clusters Score -206030.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -206057.953125 Penalty: 8850.323242
	Iteration 9Q: 3 clusters Score -206058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -206088.109375 Penalty: 8850.323242
	Iteration 10Q: 3 clusters Score -206088.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -206120.796875 Penalty: 8850.323242
	Iteration 11Q: 3 clusters Score -206120.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -206132.203125 Penalty: 8850.323242
	Iteration 12Q: 3 clusters Score -206132.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -206148.328125 Penalty: 8850.323242
	Iteration 13Q: 3 clusters Score -206148.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -206181.046875 Penalty: 8850.323242
	Iteration 14Q: 3 clusters Score -206181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -206204.359375 Penalty: 8850.323242
	Iteration 15Q: 3 clusters Score -206204.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -206222.109375 Penalty: 8850.323242
	Iteration 16Q: 3 clusters Score -206222.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -206248.843750 Penalty: 8850.323242
	Iteration 17Q: 3 clusters Score -206248.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -206276.421875 Penalty: 8850.323242
	Iteration 18Q: 3 clusters Score -206276.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -206324.171875 Penalty: 8850.323242
	Iteration 19Q: 3 clusters Score -206324.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -206390.187500 Penalty: 8850.323242
	Iteration 20F: 3 clusters Score -206390.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -206449.906250 Penalty: 8850.323242
	Iteration 21Q: 3 clusters Score -206449.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -206493.359375 Penalty: 8850.323242
	Iteration 22Q: 3 clusters Score -206493.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -206520.312500 Penalty: 8850.323242
	Iteration 23Q: 3 clusters Score -206520.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -206556.359375 Penalty: 8850.323242
	Iteration 24Q: 3 clusters Score -206556.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -206589.843750 Penalty: 8850.323242
	Iteration 25Q: 3 clusters Score -206589.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -206610.250000 Penalty: 8850.323242
	Iteration 26Q: 3 clusters Score -206610.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -206634.875000 Penalty: 8850.323242
	Iteration 27Q: 3 clusters Score -206634.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -206658.343750 Penalty: 8850.323242
	Iteration 28Q: 3 clusters Score -206658.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -206681.703125 Penalty: 8850.323242
	Iteration 29Q: 3 clusters Score -206681.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -206703.843750 Penalty: 8850.323242
	Iteration 30Q: 3 clusters Score -206703.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -206717.609375 Penalty: 8850.323242
	Iteration 31Q: 3 clusters Score -206717.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -206729.828125 Penalty: 8850.323242
	Iteration 32Q: 3 clusters Score -206729.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -206734.656250 Penalty: 8850.323242
	Iteration 33Q: 3 clusters Score -206734.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -206737.765625 Penalty: 8850.323242
	Iteration 34Q: 3 clusters Score -206737.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -206743.546875 Penalty: 8850.323242
	Iteration 35Q: 3 clusters Score -206743.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -206751.468750 Penalty: 8850.323242
	Iteration 36Q: 3 clusters Score -206751.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -206762.000000 Penalty: 8850.323242
	Iteration 37Q: 3 clusters Score -206762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -206776.515625 Penalty: 8850.323242
	Iteration 38Q: 3 clusters Score -206776.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -206779.875000 Penalty: 8850.323242
	Iteration 39Q: 3 clusters Score -206779.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -206781.640625 Penalty: 8850.323242
	Iteration 40F: 3 clusters Score -206781.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Entering Unmasked Estep 
Score: -171374.812500 Penalty: 4311.254883
	Iteration 0F: 2 clusters Score -171374.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -167353.140625 Penalty: 8622.509766
	Iteration 0F: 3 clusters Score -167353.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -168087.000000 Penalty: 8622.509766
	Iteration 1F: 3 clusters Score -168087 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -168714.593750 Penalty: 8622.509766
	Iteration 2F: 3 clusters Score -168714.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -169063.093750 Penalty: 8622.509766
	Iteration 3F: 3 clusters Score -169063.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -169379.046875 Penalty: 8622.509766
	Iteration 4Q: 3 clusters Score -169379 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -169494.796875 Penalty: 8622.509766
	Iteration 5Q: 3 clusters Score -169494.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -169572.078125 Penalty: 8622.509766
	Iteration 6Q: 3 clusters Score -169572.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -169609.093750 Penalty: 8622.509766
	Iteration 7Q: 3 clusters Score -169609.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -169628.531250 Penalty: 8622.509766
	Iteration 8Q: 3 clusters Score -169628.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -169659.218750 Penalty: 8622.509766
	Iteration 9Q: 3 clusters Score -169659.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -169715.078125 Penalty: 8622.509766
	Iteration 10Q: 3 clusters Score -169715.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -169772.406250 Penalty: 8622.509766
	Iteration 11Q: 3 clusters Score -169772.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -169817.593750 Penalty: 8622.509766
	Iteration 12Q: 3 clusters Score -169817.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -169833.031250 Penalty: 8622.509766
	Iteration 13Q: 3 clusters Score -169833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -169836.484375 Penalty: 8622.509766
	Iteration 14Q: 3 clusters Score -169836.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -169836.484375 Penalty: 8622.509766
	Iteration 15F: 3 clusters Score -169836.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (87922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87922 members 
Entering Unmasked Estep 
Score: -14848989.000000 Penalty: 6972.825684
	Iteration 0F: 2 clusters Score -1.484899e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43885 members 
Mstep: Class 2 contains 44037 members 
Entering Unmasked Estep 
Score: -14788771.000000 Penalty: 13945.651367
	Iteration 0F: 3 clusters Score -1.478877e+07 nChanged 39768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43371 members 
Mstep: Class 2 contains 44551 members 
Entering Unmasked Estep 
Score: -14810216.000000 Penalty: 13945.651367
	Iteration 1F: 3 clusters Score -1.481022e+07 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42959 members 
Mstep: Class 2 contains 44963 members 
Entering Unmasked Estep 
Score: -14811226.000000 Penalty: 13945.651367
	Iteration 2Q: 3 clusters Score -1.481123e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42330 members 
Mstep: Class 2 contains 45592 members 
Entering Unmasked Estep 
Score: -14812156.000000 Penalty: 13945.651367
	Iteration 3Q: 3 clusters Score -1.481216e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41507 members 
Mstep: Class 2 contains 46415 members 
Entering Unmasked Estep 
Score: -14812762.000000 Penalty: 13945.651367
	Iteration 4Q: 3 clusters Score -1.481276e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40365 members 
Mstep: Class 2 contains 47557 members 
Entering Unmasked Estep 
Score: -14813448.000000 Penalty: 13945.651367
	Iteration 5Q: 3 clusters Score -1.481345e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38787 members 
Mstep: Class 2 contains 49135 members 
Entering Unmasked Estep 
Score: -14814230.000000 Penalty: 13945.651367
	Iteration 6Q: 3 clusters Score -1.481423e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36662 members 
Mstep: Class 2 contains 51260 members 
Entering Unmasked Estep 
Score: -14815377.000000 Penalty: 13945.651367
	Iteration 7Q: 3 clusters Score -1.481538e+07 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33754 members 
Mstep: Class 2 contains 54168 members 
Entering Unmasked Estep 
Score: -14816922.000000 Penalty: 13945.651367
	Iteration 8Q: 3 clusters Score -1.481692e+07 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29860 members 
Mstep: Class 2 contains 58062 members 
Entering Unmasked Estep 
Score: -14819226.000000 Penalty: 13945.651367
	Iteration 9Q: 3 clusters Score -1.481923e+07 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 63097 members 
Entering Unmasked Estep 
Score: -14822584.000000 Penalty: 13945.651367
	Iteration 10F: 3 clusters Score -1.482258e+07 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 68914 members 
Entering Unmasked Estep 
Score: -14827161.000000 Penalty: 13945.651367
	Iteration 11F: 3 clusters Score -1.482716e+07 nChanged 6109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 74879 members 
Entering Unmasked Estep 
Score: -14832478.000000 Penalty: 13945.651367
	Iteration 12F: 3 clusters Score -1.483248e+07 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 79921 members 
Entering Unmasked Estep 
Score: -14837091.000000 Penalty: 13945.651367
	Iteration 13F: 3 clusters Score -1.483709e+07 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 83336 members 
Entering Unmasked Estep 
Score: -14840284.000000 Penalty: 13945.651367
	Iteration 14Q: 3 clusters Score -1.484028e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 85218 members 
Entering Unmasked Estep 
Score: -14842013.000000 Penalty: 13945.651367
	Iteration 15Q: 3 clusters Score -1.484201e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 86084 members 
Entering Unmasked Estep 
Score: -14842862.000000 Penalty: 13945.651367
	Iteration 16Q: 3 clusters Score -1.484286e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 86469 members 
Entering Unmasked Estep 
Score: -14843223.000000 Penalty: 13945.651367
	Iteration 17Q: 3 clusters Score -1.484322e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 86638 members 
Entering Unmasked Estep 
Score: -14843411.000000 Penalty: 13945.651367
	Iteration 18Q: 3 clusters Score -1.484341e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 86730 members 
Entering Unmasked Estep 
Score: -14843514.000000 Penalty: 13945.651367
	Iteration 19Q: 3 clusters Score -1.484351e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 86787 members 
Entering Unmasked Estep 
Score: -14843564.000000 Penalty: 13945.651367
	Iteration 20F: 3 clusters Score -1.484356e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 86831 members 
Entering Unmasked Estep 
Score: -14843628.000000 Penalty: 13945.651367
	Iteration 21Q: 3 clusters Score -1.484363e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 86860 members 
Entering Unmasked Estep 
Score: -14843670.000000 Penalty: 13945.651367
	Iteration 22Q: 3 clusters Score -1.484367e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 86866 members 
Entering Unmasked Estep 
Score: -14843682.000000 Penalty: 13945.651367
	Iteration 23Q: 3 clusters Score -1.484368e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 86878 members 
Entering Unmasked Estep 
Score: -14843716.000000 Penalty: 13945.651367
	Iteration 24Q: 3 clusters Score -1.484372e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 86884 members 
Entering Unmasked Estep 
Score: -14843728.000000 Penalty: 13945.651367
	Iteration 25Q: 3 clusters Score -1.484373e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 86896 members 
Entering Unmasked Estep 
Score: -14843739.000000 Penalty: 13945.651367
	Iteration 26Q: 3 clusters Score -1.484374e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 86906 members 
Entering Unmasked Estep 
Score: -14843745.000000 Penalty: 13945.651367
	Iteration 27Q: 3 clusters Score -1.484374e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 86912 members 
Entering Unmasked Estep 
Score: -14843745.000000 Penalty: 13945.651367
	Iteration 28Q: 3 clusters Score -1.484374e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 86916 members 
Entering Unmasked Estep 
Score: -14843755.000000 Penalty: 13945.651367
	Iteration 29Q: 3 clusters Score -1.484376e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 86917 members 
Entering Unmasked Estep 
Score: -14843769.000000 Penalty: 13945.651367
	Iteration 30Q: 3 clusters Score -1.484377e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 86919 members 
Entering Unmasked Estep 
Score: -14843763.000000 Penalty: 13945.651367
	Iteration 31Q: 3 clusters Score -1.484376e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 86922 members 
Entering Unmasked Estep 
Score: -14843773.000000 Penalty: 13945.651367
	Iteration 32Q: 3 clusters Score -1.484377e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 86923 members 
Entering Unmasked Estep 
Score: -14843786.000000 Penalty: 13945.651367
	Iteration 33Q: 3 clusters Score -1.484379e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 86923 members 
Entering Unmasked Estep 
Score: -14843786.000000 Penalty: 13945.651367
	Iteration 34F: 3 clusters Score -1.484379e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (517250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517250 members 
Entering Unmasked Estep 
Score: -88818168.000000 Penalty: 8058.222168
	Iteration 0F: 2 clusters Score -8.881817e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257730 members 
Mstep: Class 2 contains 259520 members 
Entering Unmasked Estep 
Score: -88497528.000000 Penalty: 16116.444336
	Iteration 0F: 3 clusters Score -8.849753e+07 nChanged 249151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243919 members 
Mstep: Class 2 contains 273331 members 
Entering Unmasked Estep 
Score: -88645200.000000 Penalty: 16116.444336
	Iteration 1F: 3 clusters Score -8.86452e+07 nChanged 13319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234708 members 
Mstep: Class 2 contains 282542 members 
Entering Unmasked Estep 
Score: -88647992.000000 Penalty: 16116.444336
	Iteration 2Q: 3 clusters Score -8.864799e+07 nChanged 16728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220180 members 
Mstep: Class 2 contains 297070 members 
Entering Unmasked Estep 
Score: -88653576.000000 Penalty: 16116.444336
	Iteration 3Q: 3 clusters Score -8.865358e+07 nChanged 23175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198025 members 
Mstep: Class 2 contains 319225 members 
Entering Unmasked Estep 
Score: -88662800.000000 Penalty: 16116.444336
	Iteration 4Q: 3 clusters Score -8.86628e+07 nChanged 33368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165093 members 
Mstep: Class 2 contains 352157 members 
Entering Unmasked Estep 
Score: -88683040.000000 Penalty: 16116.444336
	Iteration 5F: 3 clusters Score -8.868304e+07 nChanged 44731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120496 members 
Mstep: Class 2 contains 396754 members 
Entering Unmasked Estep 
Score: -88719672.000000 Penalty: 16116.444336
	Iteration 6F: 3 clusters Score -8.871967e+07 nChanged 50800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69730 members 
Mstep: Class 2 contains 447520 members 
Entering Unmasked Estep 
Score: -88767448.000000 Penalty: 16116.444336
	Iteration 7F: 3 clusters Score -8.876745e+07 nChanged 42742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 490262 members 
Entering Unmasked Estep 
Score: -88798096.000000 Penalty: 16116.444336
	Iteration 8F: 3 clusters Score -8.87981e+07 nChanged 20450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 510712 members 
Entering Unmasked Estep 
Score: -88807584.000000 Penalty: 16116.444336
	Iteration 9Q: 3 clusters Score -8.880758e+07 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 515869 members 
Entering Unmasked Estep 
Score: -88809928.000000 Penalty: 16116.444336
	Iteration 10Q: 3 clusters Score -8.880993e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 516707 members 
Entering Unmasked Estep 
Score: -88810520.000000 Penalty: 16116.444336
	Iteration 11Q: 3 clusters Score -8.881052e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 516853 members 
Entering Unmasked Estep 
Score: -88810856.000000 Penalty: 16116.444336
	Iteration 12Q: 3 clusters Score -8.881086e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 516884 members 
Entering Unmasked Estep 
Score: -88810944.000000 Penalty: 16116.444336
	Iteration 13Q: 3 clusters Score -8.881094e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 516901 members 
Entering Unmasked Estep 
Score: -88810960.000000 Penalty: 16116.444336
	Iteration 14Q: 3 clusters Score -8.881096e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 516909 members 
Entering Unmasked Estep 
Score: -88811048.000000 Penalty: 16116.444336
	Iteration 15Q: 3 clusters Score -8.881105e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 516916 members 
Entering Unmasked Estep 
Score: -88811072.000000 Penalty: 16116.444336
	Iteration 16Q: 3 clusters Score -8.881107e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 516919 members 
Entering Unmasked Estep 
Score: -88811064.000000 Penalty: 16116.444336
	Iteration 17Q: 3 clusters Score -8.881106e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 516923 members 
Entering Unmasked Estep 
Score: -88811064.000000 Penalty: 16116.444336
	Iteration 18Q: 3 clusters Score -8.881106e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 516924 members 
Entering Unmasked Estep 
Score: -88811080.000000 Penalty: 16116.444336
	Iteration 19Q: 3 clusters Score -8.881108e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 516924 members 
Entering Unmasked Estep 
Score: -88811120.000000 Penalty: 16116.444336
	Iteration 20F: 3 clusters Score -8.881112e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 516925 members 
Entering Unmasked Estep 
Score: -88811096.000000 Penalty: 16116.444336
	Iteration 21Q: 3 clusters Score -8.88111e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 516925 members 
Entering Unmasked Estep 
Score: -88811096.000000 Penalty: 16116.444336
	Iteration 22F: 3 clusters Score -8.88111e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Entering Unmasked Estep 
Score: -88682.218750 Penalty: 3952.845459
	Iteration 0F: 2 clusters Score -88682.22 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 317 members 
Entering Unmasked Estep 
Score: -85162.343750 Penalty: 7905.690918
	Iteration 0F: 3 clusters Score -85162.34 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -85503.421875 Penalty: 7905.690918
	Iteration 1F: 3 clusters Score -85503.42 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -85629.960938 Penalty: 7905.690918
	Iteration 2Q: 3 clusters Score -85629.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -85776.148438 Penalty: 7905.690918
	Iteration 3Q: 3 clusters Score -85776.15 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -85956.085938 Penalty: 7905.690918
	Iteration 4Q: 3 clusters Score -85956.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -86164.031250 Penalty: 7905.690918
	Iteration 5Q: 3 clusters Score -86164.03 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -86379.140625 Penalty: 7905.690918
	Iteration 6Q: 3 clusters Score -86379.14 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -86889.539062 Penalty: 7905.690918
	Iteration 7Q: 3 clusters Score -86889.54 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -87254.445312 Penalty: 7905.690918
	Iteration 8F: 3 clusters Score -87254.45 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -87787.210938 Penalty: 7905.690918
	Iteration 9F: 3 clusters Score -87787.21 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -88132.289062 Penalty: 7905.690918
	Iteration 10Q: 3 clusters Score -88132.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -88394.664062 Penalty: 7905.690918
	Iteration 11Q: 3 clusters Score -88394.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -88631.765625 Penalty: 7905.690918
	Iteration 12Q: 3 clusters Score -88631.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -88974.843750 Penalty: 7905.690918
	Iteration 13Q: 3 clusters Score -88974.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -89003.539062 Penalty: 7905.690918
	Iteration 14Q: 3 clusters Score -89003.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -89003.539062 Penalty: 7905.690918
	Iteration 15F: 3 clusters Score -89003.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 209173 members 
Mstep: Class 2 contains 7031 members 
Mstep: Class 3 contains 29886 members 
Mstep: Class 4 contains 53224 members 
Mstep: Class 5 contains 36870 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3004 members 
Mstep: Class 8 contains 13445 members 
Mstep: Class 9 contains 22920 members 
Mstep: Class 10 contains 282982 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20875 members 
Mstep: Class 13 contains 24290 members 
Mstep: Class 14 contains 1666 members 
Mstep: Class 15 contains 1373 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87922 members 
Mstep: Class 18 contains 517250 members 
Mstep: Class 19 contains 383 members 
Mstep: Class 20 contains 252 members 
Mstep: Class 21 contains 11449 members 
Mstep: Class 22 contains 46494 members 
Entering Unmasked Estep 
Score: -233327648.000000 Penalty: 190448.093750
Splitting cluster 20 changes total score from -233331168.000000 to -233327648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (11449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Entering Unmasked Estep 
Score: -1892797.625000 Penalty: 5724.215332
	Iteration 0F: 2 clusters Score -1892798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1881573.875000 Penalty: 11448.430664
	Iteration 0F: 3 clusters Score -1881574 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1884033.375000 Penalty: 11448.430664
	Iteration 1F: 3 clusters Score -1884033 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1884522.625000 Penalty: 11448.430664
	Iteration 2F: 3 clusters Score -1884523 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1884901.875000 Penalty: 11448.430664
	Iteration 3Q: 3 clusters Score -1884902 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1885221.375000 Penalty: 11448.430664
	Iteration 4Q: 3 clusters Score -1885221 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1885586.375000 Penalty: 11448.430664
	Iteration 5Q: 3 clusters Score -1885586 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1886000.125000 Penalty: 11448.430664
	Iteration 6Q: 3 clusters Score -1886000 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1886370.625000 Penalty: 11448.430664
	Iteration 7Q: 3 clusters Score -1886371 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1886773.500000 Penalty: 11448.430664
	Iteration 8Q: 3 clusters Score -1886774 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1887174.875000 Penalty: 11448.430664
	Iteration 9Q: 3 clusters Score -1887175 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1887568.375000 Penalty: 11448.430664
	Iteration 10Q: 3 clusters Score -1887568 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1887896.875000 Penalty: 11448.430664
	Iteration 11Q: 3 clusters Score -1887897 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1888150.000000 Penalty: 11448.430664
	Iteration 12Q: 3 clusters Score -1888150 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1888373.125000 Penalty: 11448.430664
	Iteration 13Q: 3 clusters Score -1888373 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1888541.250000 Penalty: 11448.430664
	Iteration 14Q: 3 clusters Score -1888541 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1888663.500000 Penalty: 11448.430664
	Iteration 15Q: 3 clusters Score -1888664 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1888769.500000 Penalty: 11448.430664
	Iteration 16Q: 3 clusters Score -1888770 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1888843.625000 Penalty: 11448.430664
	Iteration 17Q: 3 clusters Score -1888844 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1888898.875000 Penalty: 11448.430664
	Iteration 18Q: 3 clusters Score -1888899 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1888943.875000 Penalty: 11448.430664
	Iteration 19Q: 3 clusters Score -1888944 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1888963.875000 Penalty: 11448.430664
	Iteration 20F: 3 clusters Score -1888964 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1888982.625000 Penalty: 11448.430664
	Iteration 21Q: 3 clusters Score -1888983 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1889005.750000 Penalty: 11448.430664
	Iteration 22Q: 3 clusters Score -1889006 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1889018.750000 Penalty: 11448.430664
	Iteration 23Q: 3 clusters Score -1889019 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1889034.375000 Penalty: 11448.430664
	Iteration 24Q: 3 clusters Score -1889034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1889036.625000 Penalty: 11448.430664
	Iteration 25Q: 3 clusters Score -1889037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1889042.250000 Penalty: 11448.430664
	Iteration 26Q: 3 clusters Score -1889042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1889052.875000 Penalty: 11448.430664
	Iteration 27Q: 3 clusters Score -1889053 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1889053.375000 Penalty: 11448.430664
	Iteration 28Q: 3 clusters Score -1889053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1889057.000000 Penalty: 11448.430664
	Iteration 29Q: 3 clusters Score -1889057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1889059.875000 Penalty: 11448.430664
	Iteration 30Q: 3 clusters Score -1889060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1889060.250000 Penalty: 11448.430664
	Iteration 31Q: 3 clusters Score -1889060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1889066.250000 Penalty: 11448.430664
	Iteration 32Q: 3 clusters Score -1889066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1889065.625000 Penalty: 11448.430664
	Iteration 33Q: 3 clusters Score -1889066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1889065.625000 Penalty: 11448.430664
	Iteration 34F: 3 clusters Score -1889066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (46494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46494 members 
Entering Unmasked Estep 
Score: -8078097.500000 Penalty: 6582.585938
	Iteration 0F: 2 clusters Score -8078098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23172 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -8044714.500000 Penalty: 13165.171875
	Iteration 0F: 3 clusters Score -8044714 nChanged 20261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -8055664.000000 Penalty: 13165.171875
	Iteration 1F: 3 clusters Score -8055664 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 24279 members 
Entering Unmasked Estep 
Score: -8056610.500000 Penalty: 13165.171875
	Iteration 2F: 3 clusters Score -8056610 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -8057550.500000 Penalty: 13165.171875
	Iteration 3Q: 3 clusters Score -8057550 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 25867 members 
Entering Unmasked Estep 
Score: -8058646.500000 Penalty: 13165.171875
	Iteration 4Q: 3 clusters Score -8058646 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 27218 members 
Entering Unmasked Estep 
Score: -8060047.500000 Penalty: 13165.171875
	Iteration 5F: 3 clusters Score -8060048 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 29148 members 
Entering Unmasked Estep 
Score: -8062014.000000 Penalty: 13165.171875
	Iteration 6F: 3 clusters Score -8062014 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 31439 members 
Entering Unmasked Estep 
Score: -8064649.000000 Penalty: 13165.171875
	Iteration 7F: 3 clusters Score -8064649 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
Score: -8067300.000000 Penalty: 13165.171875
	Iteration 8F: 3 clusters Score -8067300 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 36273 members 
Entering Unmasked Estep 
Score: -8069613.500000 Penalty: 13165.171875
	Iteration 9F: 3 clusters Score -8069614 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 38129 members 
Entering Unmasked Estep 
Score: -8071219.000000 Penalty: 13165.171875
	Iteration 10Q: 3 clusters Score -8071219 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 39435 members 
Entering Unmasked Estep 
Score: -8072254.000000 Penalty: 13165.171875
	Iteration 11Q: 3 clusters Score -8072254 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 40394 members 
Entering Unmasked Estep 
Score: -8072885.500000 Penalty: 13165.171875
	Iteration 12Q: 3 clusters Score -8072886 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 41070 members 
Entering Unmasked Estep 
Score: -8073247.000000 Penalty: 13165.171875
	Iteration 13Q: 3 clusters Score -8073247 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 41528 members 
Entering Unmasked Estep 
Score: -8073510.500000 Penalty: 13165.171875
	Iteration 14Q: 3 clusters Score -8073510 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 41863 members 
Entering Unmasked Estep 
Score: -8073662.500000 Penalty: 13165.171875
	Iteration 15Q: 3 clusters Score -8073662 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 42142 members 
Entering Unmasked Estep 
Score: -8073798.000000 Penalty: 13165.171875
	Iteration 16Q: 3 clusters Score -8073798 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 42363 members 
Entering Unmasked Estep 
Score: -8073885.000000 Penalty: 13165.171875
	Iteration 17Q: 3 clusters Score -8073885 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 42538 members 
Entering Unmasked Estep 
Score: -8073969.500000 Penalty: 13165.171875
	Iteration 18Q: 3 clusters Score -8073970 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 42704 members 
Entering Unmasked Estep 
Score: -8074004.500000 Penalty: 13165.171875
	Iteration 19Q: 3 clusters Score -8074004 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 42830 members 
Entering Unmasked Estep 
Score: -8074058.000000 Penalty: 13165.171875
	Iteration 20F: 3 clusters Score -8074058 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 42936 members 
Entering Unmasked Estep 
Score: -8074102.500000 Penalty: 13165.171875
	Iteration 21Q: 3 clusters Score -8074102 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 43005 members 
Entering Unmasked Estep 
Score: -8074109.000000 Penalty: 13165.171875
	Iteration 22Q: 3 clusters Score -8074109 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 43063 members 
Entering Unmasked Estep 
Score: -8074132.500000 Penalty: 13165.171875
	Iteration 23Q: 3 clusters Score -8074132 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 43115 members 
Entering Unmasked Estep 
Score: -8074168.500000 Penalty: 13165.171875
	Iteration 24Q: 3 clusters Score -8074168 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 43165 members 
Entering Unmasked Estep 
Score: -8074183.500000 Penalty: 13165.171875
	Iteration 25Q: 3 clusters Score -8074184 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 43196 members 
Entering Unmasked Estep 
Score: -8074201.000000 Penalty: 13165.171875
	Iteration 26Q: 3 clusters Score -8074201 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 43227 members 
Entering Unmasked Estep 
Score: -8074211.000000 Penalty: 13165.171875
	Iteration 27Q: 3 clusters Score -8074211 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 43257 members 
Entering Unmasked Estep 
Score: -8074233.500000 Penalty: 13165.171875
	Iteration 28Q: 3 clusters Score -8074234 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 43294 members 
Entering Unmasked Estep 
Score: -8074253.000000 Penalty: 13165.171875
	Iteration 29Q: 3 clusters Score -8074253 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 43332 members 
Entering Unmasked Estep 
Score: -8074268.000000 Penalty: 13165.171875
	Iteration 30Q: 3 clusters Score -8074268 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 43368 members 
Entering Unmasked Estep 
Score: -8074282.000000 Penalty: 13165.171875
	Iteration 31Q: 3 clusters Score -8074282 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 43417 members 
Entering Unmasked Estep 
Score: -8074304.500000 Penalty: 13165.171875
	Iteration 32Q: 3 clusters Score -8074304 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 43458 members 
Entering Unmasked Estep 
Score: -8074345.500000 Penalty: 13165.171875
	Iteration 33Q: 3 clusters Score -8074346 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 43495 members 
Entering Unmasked Estep 
Score: -8074364.000000 Penalty: 13165.171875
	Iteration 34Q: 3 clusters Score -8074364 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 43523 members 
Entering Unmasked Estep 
Score: -8074377.000000 Penalty: 13165.171875
	Iteration 35Q: 3 clusters Score -8074377 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 43546 members 
Entering Unmasked Estep 
Score: -8074399.000000 Penalty: 13165.171875
	Iteration 36Q: 3 clusters Score -8074399 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 43562 members 
Entering Unmasked Estep 
Score: -8074410.500000 Penalty: 13165.171875
	Iteration 37Q: 3 clusters Score -8074410 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 43583 members 
Entering Unmasked Estep 
Score: -8074413.500000 Penalty: 13165.171875
	Iteration 38Q: 3 clusters Score -8074414 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 43595 members 
Entering Unmasked Estep 
Score: -8074438.000000 Penalty: 13165.171875
	Iteration 39Q: 3 clusters Score -8074438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 43605 members 
Entering Unmasked Estep 
Score: -8074435.500000 Penalty: 13165.171875
	Iteration 40F: 3 clusters Score -8074436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 43610 members 
Entering Unmasked Estep 
Score: -8074434.000000 Penalty: 13165.171875
	Iteration 41Q: 3 clusters Score -8074434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 43612 members 
Entering Unmasked Estep 
Score: -8074433.000000 Penalty: 13165.171875
	Iteration 42Q: 3 clusters Score -8074433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 43613 members 
Entering Unmasked Estep 
Score: -8074429.500000 Penalty: 13165.171875
	Iteration 43Q: 3 clusters Score -8074430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 43615 members 
Entering Unmasked Estep 
Score: -8074443.000000 Penalty: 13165.171875
	Iteration 44Q: 3 clusters Score -8074443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 43617 members 
Entering Unmasked Estep 
Score: -8074437.000000 Penalty: 13165.171875
	Iteration 45Q: 3 clusters Score -8074437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 43619 members 
Entering Unmasked Estep 
Score: -8074434.000000 Penalty: 13165.171875
	Iteration 46Q: 3 clusters Score -8074434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 43623 members 
Entering Unmasked Estep 
Score: -8074429.000000 Penalty: 13165.171875
	Iteration 47Q: 3 clusters Score -8074429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 43624 members 
Entering Unmasked Estep 
Score: -8074430.000000 Penalty: 13165.171875
	Iteration 48Q: 3 clusters Score -8074430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 43625 members 
Entering Unmasked Estep 
Score: -8074424.500000 Penalty: 13165.171875
	Iteration 49Q: 3 clusters Score -8074424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 43627 members 
Entering Unmasked Estep 
Score: -8074428.000000 Penalty: 13165.171875
	Iteration 50Q: 3 clusters Score -8074428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 43629 members 
Entering Unmasked Estep 
Score: -8074433.000000 Penalty: 13165.171875
	Iteration 51Q: 3 clusters Score -8074433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 43633 members 
Entering Unmasked Estep 
Score: -8074439.500000 Penalty: 13165.171875
	Iteration 52Q: 3 clusters Score -8074440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 43639 members 
Entering Unmasked Estep 
Score: -8074449.500000 Penalty: 13165.171875
	Iteration 53Q: 3 clusters Score -8074450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 43646 members 
Entering Unmasked Estep 
Score: -8074456.000000 Penalty: 13165.171875
	Iteration 54Q: 3 clusters Score -8074456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 43652 members 
Entering Unmasked Estep 
Score: -8074459.500000 Penalty: 13165.171875
	Iteration 55Q: 3 clusters Score -8074460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 43659 members 
Entering Unmasked Estep 
Score: -8074452.500000 Penalty: 13165.171875
	Iteration 56Q: 3 clusters Score -8074452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 43665 members 
Entering Unmasked Estep 
Score: -8074454.000000 Penalty: 13165.171875
	Iteration 57Q: 3 clusters Score -8074454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 43667 members 
Entering Unmasked Estep 
Score: -8074454.500000 Penalty: 13165.171875
	Iteration 58Q: 3 clusters Score -8074454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 43673 members 
Entering Unmasked Estep 
Score: -8074453.000000 Penalty: 13165.171875
	Iteration 59Q: 3 clusters Score -8074453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 43676 members 
Entering Unmasked Estep 
Score: -8074447.500000 Penalty: 13165.171875
	Iteration 60F: 3 clusters Score -8074448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 43677 members 
Entering Unmasked Estep 
Score: -8074449.500000 Penalty: 13165.171875
	Iteration 61Q: 3 clusters Score -8074450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 43678 members 
Entering Unmasked Estep 
Score: -8074454.500000 Penalty: 13165.171875
	Iteration 62Q: 3 clusters Score -8074454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 43678 members 
Entering Unmasked Estep 
Score: -8074454.500000 Penalty: 13165.171875
	Iteration 63F: 3 clusters Score -8074454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 209173 members 
Mstep: Class 2 contains 7031 members 
Mstep: Class 3 contains 29886 members 
Mstep: Class 4 contains 53224 members 
Mstep: Class 5 contains 36870 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3004 members 
Mstep: Class 8 contains 13445 members 
Mstep: Class 9 contains 22920 members 
Mstep: Class 10 contains 282982 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20875 members 
Mstep: Class 13 contains 24290 members 
Mstep: Class 15 contains 1373 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87922 members 
Mstep: Class 18 contains 517250 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11449 members 
Mstep: Class 22 contains 46494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332016.000000 Penalty: 181791.359375
Iteration 119Q: 22 clusters Score -2.33332e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 209155 members 
Mstep: Class 2 contains 7030 members 
Mstep: Class 3 contains 29887 members 
Mstep: Class 4 contains 53202 members 
Mstep: Class 5 contains 36865 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3004 members 
Mstep: Class 8 contains 13448 members 
Mstep: Class 9 contains 22921 members 
Mstep: Class 10 contains 283128 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20874 members 
Mstep: Class 13 contains 24287 members 
Mstep: Class 14 contains 1665 members 
Mstep: Class 15 contains 1372 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87923 members 
Mstep: Class 18 contains 517153 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11449 members 
Mstep: Class 22 contains 46491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332112.000000 Penalty: 181791.359375
Iteration 120F: 22 clusters Score -2.333321e+08 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 209148 members 
Mstep: Class 2 contains 7029 members 
Mstep: Class 3 contains 29889 members 
Mstep: Class 4 contains 53175 members 
Mstep: Class 5 contains 36862 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3003 members 
Mstep: Class 8 contains 13448 members 
Mstep: Class 9 contains 22925 members 
Mstep: Class 10 contains 283275 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20873 members 
Mstep: Class 13 contains 24284 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1372 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87917 members 
Mstep: Class 18 contains 517049 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11448 members 
Mstep: Class 22 contains 46489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332176.000000 Penalty: 181791.359375
Iteration 121Q: 22 clusters Score -2.333322e+08 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 209125 members 
Mstep: Class 2 contains 7028 members 
Mstep: Class 3 contains 29890 members 
Mstep: Class 4 contains 53159 members 
Mstep: Class 5 contains 36859 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3004 members 
Mstep: Class 8 contains 13448 members 
Mstep: Class 9 contains 22931 members 
Mstep: Class 10 contains 283432 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20873 members 
Mstep: Class 13 contains 24284 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1372 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87915 members 
Mstep: Class 18 contains 516930 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11448 members 
Mstep: Class 22 contains 46488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332352.000000 Penalty: 181791.359375
Iteration 122Q: 22 clusters Score -2.333324e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 209106 members 
Mstep: Class 2 contains 7024 members 
Mstep: Class 3 contains 29890 members 
Mstep: Class 4 contains 53148 members 
Mstep: Class 5 contains 36854 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3007 members 
Mstep: Class 8 contains 13450 members 
Mstep: Class 9 contains 22936 members 
Mstep: Class 10 contains 283572 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20873 members 
Mstep: Class 13 contains 24281 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1372 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87909 members 
Mstep: Class 18 contains 516833 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11448 members 
Mstep: Class 22 contains 46483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332096.000000 Penalty: 181791.359375
Iteration 123Q: 22 clusters Score -2.333321e+08 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 209091 members 
Mstep: Class 2 contains 7021 members 
Mstep: Class 3 contains 29894 members 
Mstep: Class 4 contains 53143 members 
Mstep: Class 5 contains 36857 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3010 members 
Mstep: Class 8 contains 13451 members 
Mstep: Class 9 contains 22942 members 
Mstep: Class 10 contains 283732 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20873 members 
Mstep: Class 13 contains 24279 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1371 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87908 members 
Mstep: Class 18 contains 516686 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11448 members 
Mstep: Class 22 contains 46480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332208.000000 Penalty: 181791.359375
Iteration 124Q: 22 clusters Score -2.333322e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 209080 members 
Mstep: Class 2 contains 7015 members 
Mstep: Class 3 contains 29894 members 
Mstep: Class 4 contains 53137 members 
Mstep: Class 5 contains 36855 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3011 members 
Mstep: Class 8 contains 13453 members 
Mstep: Class 9 contains 22942 members 
Mstep: Class 10 contains 283875 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20872 members 
Mstep: Class 13 contains 24275 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1371 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87908 members 
Mstep: Class 18 contains 516573 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11448 members 
Mstep: Class 22 contains 46477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332320.000000 Penalty: 181791.359375
Iteration 125Q: 22 clusters Score -2.333323e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 209052 members 
Mstep: Class 2 contains 7010 members 
Mstep: Class 3 contains 29899 members 
Mstep: Class 4 contains 53130 members 
Mstep: Class 5 contains 36847 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3015 members 
Mstep: Class 8 contains 13457 members 
Mstep: Class 9 contains 22948 members 
Mstep: Class 10 contains 283997 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20871 members 
Mstep: Class 13 contains 24273 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1371 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87911 members 
Mstep: Class 18 contains 516484 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11448 members 
Mstep: Class 22 contains 46473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332176.000000 Penalty: 181791.359375
Iteration 126Q: 22 clusters Score -2.333322e+08 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 209027 members 
Mstep: Class 2 contains 7003 members 
Mstep: Class 3 contains 29900 members 
Mstep: Class 4 contains 53119 members 
Mstep: Class 5 contains 36847 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3017 members 
Mstep: Class 8 contains 13463 members 
Mstep: Class 9 contains 22952 members 
Mstep: Class 10 contains 284109 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20871 members 
Mstep: Class 13 contains 24270 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1371 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87913 members 
Mstep: Class 18 contains 516409 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11447 members 
Mstep: Class 22 contains 46468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332176.000000 Penalty: 181791.359375
Iteration 127Q: 22 clusters Score -2.333322e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 209006 members 
Mstep: Class 2 contains 6998 members 
Mstep: Class 3 contains 29895 members 
Mstep: Class 4 contains 53099 members 
Mstep: Class 5 contains 36842 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3020 members 
Mstep: Class 8 contains 13466 members 
Mstep: Class 9 contains 22955 members 
Mstep: Class 10 contains 284211 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20870 members 
Mstep: Class 13 contains 24264 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1371 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87911 members 
Mstep: Class 18 contains 516367 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11447 members 
Mstep: Class 22 contains 46464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332240.000000 Penalty: 181791.359375
Iteration 128Q: 22 clusters Score -2.333322e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208990 members 
Mstep: Class 2 contains 6996 members 
Mstep: Class 3 contains 29890 members 
Mstep: Class 4 contains 53085 members 
Mstep: Class 5 contains 36837 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3024 members 
Mstep: Class 8 contains 13471 members 
Mstep: Class 9 contains 22954 members 
Mstep: Class 10 contains 284314 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20870 members 
Mstep: Class 13 contains 24264 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1371 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87915 members 
Mstep: Class 18 contains 516297 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11447 members 
Mstep: Class 22 contains 46461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332320.000000 Penalty: 181791.359375
Iteration 129Q: 22 clusters Score -2.333323e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208977 members 
Mstep: Class 2 contains 6992 members 
Mstep: Class 3 contains 29891 members 
Mstep: Class 4 contains 53069 members 
Mstep: Class 5 contains 36839 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3028 members 
Mstep: Class 8 contains 13471 members 
Mstep: Class 9 contains 22959 members 
Mstep: Class 10 contains 284427 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20870 members 
Mstep: Class 13 contains 24262 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1371 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87914 members 
Mstep: Class 18 contains 516214 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11447 members 
Mstep: Class 22 contains 46455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332416.000000 Penalty: 181791.359375
Iteration 130Q: 22 clusters Score -2.333324e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208969 members 
Mstep: Class 2 contains 6990 members 
Mstep: Class 3 contains 29891 members 
Mstep: Class 4 contains 53057 members 
Mstep: Class 5 contains 36838 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3033 members 
Mstep: Class 8 contains 13473 members 
Mstep: Class 9 contains 22963 members 
Mstep: Class 10 contains 284511 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20870 members 
Mstep: Class 13 contains 24262 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1371 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87915 members 
Mstep: Class 18 contains 516148 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11447 members 
Mstep: Class 22 contains 46448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332368.000000 Penalty: 181791.359375
Iteration 131Q: 22 clusters Score -2.333324e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208958 members 
Mstep: Class 2 contains 6988 members 
Mstep: Class 3 contains 29890 members 
Mstep: Class 4 contains 53043 members 
Mstep: Class 5 contains 36837 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3036 members 
Mstep: Class 8 contains 13474 members 
Mstep: Class 9 contains 22971 members 
Mstep: Class 10 contains 284618 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20870 members 
Mstep: Class 13 contains 24261 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1371 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87915 members 
Mstep: Class 18 contains 516070 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11447 members 
Mstep: Class 22 contains 46437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332448.000000 Penalty: 181791.359375
Iteration 132Q: 22 clusters Score -2.333324e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208947 members 
Mstep: Class 2 contains 6985 members 
Mstep: Class 3 contains 29888 members 
Mstep: Class 4 contains 53034 members 
Mstep: Class 5 contains 36840 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3037 members 
Mstep: Class 8 contains 13477 members 
Mstep: Class 9 contains 22980 members 
Mstep: Class 10 contains 284722 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20870 members 
Mstep: Class 13 contains 24258 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1370 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87914 members 
Mstep: Class 18 contains 515992 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11447 members 
Mstep: Class 22 contains 46425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332336.000000 Penalty: 181791.359375
Iteration 133Q: 22 clusters Score -2.333323e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208936 members 
Mstep: Class 2 contains 6979 members 
Mstep: Class 3 contains 29889 members 
Mstep: Class 4 contains 53021 members 
Mstep: Class 5 contains 36844 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3040 members 
Mstep: Class 8 contains 13481 members 
Mstep: Class 9 contains 22978 members 
Mstep: Class 10 contains 284820 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20870 members 
Mstep: Class 13 contains 24256 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1370 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87915 members 
Mstep: Class 18 contains 515923 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11447 members 
Mstep: Class 22 contains 46417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332096.000000 Penalty: 181791.359375
Iteration 134Q: 22 clusters Score -2.333321e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208927 members 
Mstep: Class 2 contains 6977 members 
Mstep: Class 3 contains 29891 members 
Mstep: Class 4 contains 53010 members 
Mstep: Class 5 contains 36841 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3042 members 
Mstep: Class 8 contains 13486 members 
Mstep: Class 9 contains 22976 members 
Mstep: Class 10 contains 284924 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20870 members 
Mstep: Class 13 contains 24253 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1370 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87914 members 
Mstep: Class 18 contains 515854 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11447 members 
Mstep: Class 22 contains 46404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332208.000000 Penalty: 181791.359375
Iteration 135Q: 22 clusters Score -2.333322e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208919 members 
Mstep: Class 2 contains 6976 members 
Mstep: Class 3 contains 29892 members 
Mstep: Class 4 contains 53000 members 
Mstep: Class 5 contains 36840 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3044 members 
Mstep: Class 8 contains 13486 members 
Mstep: Class 9 contains 22978 members 
Mstep: Class 10 contains 285005 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20870 members 
Mstep: Class 13 contains 24250 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1370 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87915 members 
Mstep: Class 18 contains 515794 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11447 members 
Mstep: Class 22 contains 46400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332016.000000 Penalty: 181791.359375
Iteration 136Q: 22 clusters Score -2.33332e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208913 members 
Mstep: Class 2 contains 6977 members 
Mstep: Class 3 contains 29884 members 
Mstep: Class 4 contains 52989 members 
Mstep: Class 5 contains 36839 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3047 members 
Mstep: Class 8 contains 13488 members 
Mstep: Class 9 contains 22975 members 
Mstep: Class 10 contains 285096 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20870 members 
Mstep: Class 13 contains 24249 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87913 members 
Mstep: Class 18 contains 515733 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11447 members 
Mstep: Class 22 contains 46397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332112.000000 Penalty: 181791.359375
Iteration 137Q: 22 clusters Score -2.333321e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208913 members 
Mstep: Class 2 contains 6977 members 
Mstep: Class 3 contains 29880 members 
Mstep: Class 4 contains 52985 members 
Mstep: Class 5 contains 36837 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 13489 members 
Mstep: Class 9 contains 22975 members 
Mstep: Class 10 contains 285168 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20870 members 
Mstep: Class 13 contains 24249 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87915 members 
Mstep: Class 18 contains 515669 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11447 members 
Mstep: Class 22 contains 46393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332272.000000 Penalty: 181791.359375
Iteration 138Q: 22 clusters Score -2.333323e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208913 members 
Mstep: Class 2 contains 6977 members 
Mstep: Class 3 contains 29881 members 
Mstep: Class 4 contains 52984 members 
Mstep: Class 5 contains 36833 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3052 members 
Mstep: Class 8 contains 13487 members 
Mstep: Class 9 contains 22979 members 
Mstep: Class 10 contains 285232 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20870 members 
Mstep: Class 13 contains 24247 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87919 members 
Mstep: Class 18 contains 515611 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11447 members 
Mstep: Class 22 contains 46385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332064.000000 Penalty: 181791.359375
Iteration 139Q: 22 clusters Score -2.333321e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208915 members 
Mstep: Class 2 contains 6976 members 
Mstep: Class 3 contains 29876 members 
Mstep: Class 4 contains 52976 members 
Mstep: Class 5 contains 36830 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3054 members 
Mstep: Class 8 contains 13490 members 
Mstep: Class 9 contains 22979 members 
Mstep: Class 10 contains 285309 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20869 members 
Mstep: Class 13 contains 24246 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87926 members 
Mstep: Class 18 contains 515549 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11446 members 
Mstep: Class 22 contains 46376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332112.000000 Penalty: 181791.359375
Iteration 140F: 22 clusters Score -2.333321e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208909 members 
Mstep: Class 2 contains 6975 members 
Mstep: Class 3 contains 29872 members 
Mstep: Class 4 contains 52972 members 
Mstep: Class 5 contains 36830 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3055 members 
Mstep: Class 8 contains 13491 members 
Mstep: Class 9 contains 22976 members 
Mstep: Class 10 contains 285382 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20869 members 
Mstep: Class 13 contains 24244 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87929 members 
Mstep: Class 18 contains 515498 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11446 members 
Mstep: Class 22 contains 46369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332000.000000 Penalty: 181791.359375
Iteration 141Q: 22 clusters Score -2.33332e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208913 members 
Mstep: Class 2 contains 6974 members 
Mstep: Class 3 contains 29873 members 
Mstep: Class 4 contains 52965 members 
Mstep: Class 5 contains 36830 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3056 members 
Mstep: Class 8 contains 13491 members 
Mstep: Class 9 contains 22976 members 
Mstep: Class 10 contains 285438 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20869 members 
Mstep: Class 13 contains 24243 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87930 members 
Mstep: Class 18 contains 515449 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11446 members 
Mstep: Class 22 contains 46364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332080.000000 Penalty: 181791.359375
Iteration 142Q: 22 clusters Score -2.333321e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208913 members 
Mstep: Class 2 contains 6974 members 
Mstep: Class 3 contains 29873 members 
Mstep: Class 4 contains 52956 members 
Mstep: Class 5 contains 36828 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3058 members 
Mstep: Class 8 contains 13491 members 
Mstep: Class 9 contains 22981 members 
Mstep: Class 10 contains 285495 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20869 members 
Mstep: Class 13 contains 24240 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87931 members 
Mstep: Class 18 contains 515405 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11446 members 
Mstep: Class 22 contains 46357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332144.000000 Penalty: 181791.359375
Iteration 143Q: 22 clusters Score -2.333321e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208921 members 
Mstep: Class 2 contains 6974 members 
Mstep: Class 3 contains 29872 members 
Mstep: Class 4 contains 52951 members 
Mstep: Class 5 contains 36829 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3060 members 
Mstep: Class 8 contains 13491 members 
Mstep: Class 9 contains 22982 members 
Mstep: Class 10 contains 285527 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20869 members 
Mstep: Class 13 contains 24237 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87932 members 
Mstep: Class 18 contains 515373 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11445 members 
Mstep: Class 22 contains 46354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332192.000000 Penalty: 181791.359375
Iteration 144Q: 22 clusters Score -2.333322e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208930 members 
Mstep: Class 2 contains 6974 members 
Mstep: Class 3 contains 29870 members 
Mstep: Class 4 contains 52941 members 
Mstep: Class 5 contains 36829 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3061 members 
Mstep: Class 8 contains 13491 members 
Mstep: Class 9 contains 22982 members 
Mstep: Class 10 contains 285553 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20869 members 
Mstep: Class 13 contains 24235 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87931 members 
Mstep: Class 18 contains 515356 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11445 members 
Mstep: Class 22 contains 46350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332144.000000 Penalty: 181791.359375
Iteration 145Q: 22 clusters Score -2.333321e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208949 members 
Mstep: Class 2 contains 6973 members 
Mstep: Class 3 contains 29871 members 
Mstep: Class 4 contains 52927 members 
Mstep: Class 5 contains 36833 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3065 members 
Mstep: Class 8 contains 13491 members 
Mstep: Class 9 contains 22984 members 
Mstep: Class 10 contains 285569 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20869 members 
Mstep: Class 13 contains 24236 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87932 members 
Mstep: Class 18 contains 515328 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11445 members 
Mstep: Class 22 contains 46345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332096.000000 Penalty: 181791.359375
Iteration 146Q: 22 clusters Score -2.333321e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208948 members 
Mstep: Class 2 contains 6972 members 
Mstep: Class 3 contains 29867 members 
Mstep: Class 4 contains 52922 members 
Mstep: Class 5 contains 36835 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3066 members 
Mstep: Class 8 contains 13492 members 
Mstep: Class 9 contains 22985 members 
Mstep: Class 10 contains 285595 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20869 members 
Mstep: Class 13 contains 24236 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87932 members 
Mstep: Class 18 contains 515312 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11445 members 
Mstep: Class 22 contains 46341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332176.000000 Penalty: 181791.359375
Iteration 147Q: 22 clusters Score -2.333322e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208955 members 
Mstep: Class 2 contains 6970 members 
Mstep: Class 3 contains 29862 members 
Mstep: Class 4 contains 52914 members 
Mstep: Class 5 contains 36834 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3066 members 
Mstep: Class 8 contains 13493 members 
Mstep: Class 9 contains 22985 members 
Mstep: Class 10 contains 285610 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20869 members 
Mstep: Class 13 contains 24236 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87932 members 
Mstep: Class 18 contains 515304 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11445 members 
Mstep: Class 22 contains 46342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332256.000000 Penalty: 181791.359375
Iteration 148Q: 22 clusters Score -2.333323e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208963 members 
Mstep: Class 2 contains 6969 members 
Mstep: Class 3 contains 29865 members 
Mstep: Class 4 contains 52908 members 
Mstep: Class 5 contains 36832 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3066 members 
Mstep: Class 8 contains 13493 members 
Mstep: Class 9 contains 22988 members 
Mstep: Class 10 contains 285631 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20869 members 
Mstep: Class 13 contains 24236 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87933 members 
Mstep: Class 18 contains 515281 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11444 members 
Mstep: Class 22 contains 46339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332224.000000 Penalty: 181791.359375
Iteration 149Q: 22 clusters Score -2.333322e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208960 members 
Mstep: Class 2 contains 6968 members 
Mstep: Class 3 contains 29865 members 
Mstep: Class 4 contains 52903 members 
Mstep: Class 5 contains 36833 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3066 members 
Mstep: Class 8 contains 13493 members 
Mstep: Class 9 contains 22996 members 
Mstep: Class 10 contains 285668 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20869 members 
Mstep: Class 13 contains 24237 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87931 members 
Mstep: Class 18 contains 515249 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11444 members 
Mstep: Class 22 contains 46335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332240.000000 Penalty: 181791.359375
Iteration 150Q: 22 clusters Score -2.333322e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208954 members 
Mstep: Class 2 contains 6968 members 
Mstep: Class 3 contains 29862 members 
Mstep: Class 4 contains 52896 members 
Mstep: Class 5 contains 36834 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3066 members 
Mstep: Class 8 contains 13493 members 
Mstep: Class 9 contains 23006 members 
Mstep: Class 10 contains 285719 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20869 members 
Mstep: Class 13 contains 24238 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87930 members 
Mstep: Class 18 contains 515206 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11444 members 
Mstep: Class 22 contains 46332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332384.000000 Penalty: 181791.359375
Iteration 151Q: 22 clusters Score -2.333324e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208946 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 29859 members 
Mstep: Class 4 contains 52898 members 
Mstep: Class 5 contains 36833 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3066 members 
Mstep: Class 8 contains 13492 members 
Mstep: Class 9 contains 23014 members 
Mstep: Class 10 contains 285764 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20869 members 
Mstep: Class 13 contains 24237 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87929 members 
Mstep: Class 18 contains 515170 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11444 members 
Mstep: Class 22 contains 46329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332464.000000 Penalty: 181791.359375
Iteration 152Q: 22 clusters Score -2.333325e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208945 members 
Mstep: Class 2 contains 6964 members 
Mstep: Class 3 contains 29858 members 
Mstep: Class 4 contains 52896 members 
Mstep: Class 5 contains 36833 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3066 members 
Mstep: Class 8 contains 13491 members 
Mstep: Class 9 contains 23016 members 
Mstep: Class 10 contains 285814 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20869 members 
Mstep: Class 13 contains 24236 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87928 members 
Mstep: Class 18 contains 515129 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11444 members 
Mstep: Class 22 contains 46328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332480.000000 Penalty: 181791.359375
Iteration 153Q: 22 clusters Score -2.333325e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208936 members 
Mstep: Class 2 contains 6959 members 
Mstep: Class 3 contains 29854 members 
Mstep: Class 4 contains 52894 members 
Mstep: Class 5 contains 36834 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3066 members 
Mstep: Class 8 contains 13492 members 
Mstep: Class 9 contains 23020 members 
Mstep: Class 10 contains 285869 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20869 members 
Mstep: Class 13 contains 24236 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87925 members 
Mstep: Class 18 contains 515091 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11444 members 
Mstep: Class 22 contains 46328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332336.000000 Penalty: 181791.359375
Iteration 154Q: 22 clusters Score -2.333323e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208935 members 
Mstep: Class 2 contains 6955 members 
Mstep: Class 3 contains 29852 members 
Mstep: Class 4 contains 52888 members 
Mstep: Class 5 contains 36835 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3066 members 
Mstep: Class 8 contains 13493 members 
Mstep: Class 9 contains 23026 members 
Mstep: Class 10 contains 285915 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20868 members 
Mstep: Class 13 contains 24235 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87923 members 
Mstep: Class 18 contains 515053 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11444 members 
Mstep: Class 22 contains 46329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332336.000000 Penalty: 181791.359375
Iteration 155Q: 22 clusters Score -2.333323e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208931 members 
Mstep: Class 2 contains 6954 members 
Mstep: Class 3 contains 29853 members 
Mstep: Class 4 contains 52884 members 
Mstep: Class 5 contains 36835 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3066 members 
Mstep: Class 8 contains 13496 members 
Mstep: Class 9 contains 23029 members 
Mstep: Class 10 contains 285951 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20868 members 
Mstep: Class 13 contains 24234 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87925 members 
Mstep: Class 18 contains 515020 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11444 members 
Mstep: Class 22 contains 46327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332224.000000 Penalty: 181791.359375
Iteration 156Q: 22 clusters Score -2.333322e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208927 members 
Mstep: Class 2 contains 6953 members 
Mstep: Class 3 contains 29855 members 
Mstep: Class 4 contains 52879 members 
Mstep: Class 5 contains 36833 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3066 members 
Mstep: Class 8 contains 13502 members 
Mstep: Class 9 contains 23030 members 
Mstep: Class 10 contains 285984 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20868 members 
Mstep: Class 13 contains 24234 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87923 members 
Mstep: Class 18 contains 514994 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11443 members 
Mstep: Class 22 contains 46326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332288.000000 Penalty: 181791.359375
Iteration 157Q: 22 clusters Score -2.333323e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208925 members 
Mstep: Class 2 contains 6949 members 
Mstep: Class 3 contains 29852 members 
Mstep: Class 4 contains 52877 members 
Mstep: Class 5 contains 36834 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3066 members 
Mstep: Class 8 contains 13505 members 
Mstep: Class 9 contains 23033 members 
Mstep: Class 10 contains 286026 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20868 members 
Mstep: Class 13 contains 24234 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87920 members 
Mstep: Class 18 contains 514961 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11441 members 
Mstep: Class 22 contains 46326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332352.000000 Penalty: 181791.359375
Iteration 158Q: 22 clusters Score -2.333324e+08 nChanged 95
Entering ConstructFrom: 
Score: -233332352.000000 Penalty: 181791.359375
Entering ConstructFrom: 
Trying to split cluster 1 (208920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208920 members 
Entering Unmasked Estep 
Score: -35997132.000000 Penalty: 7502.945312
	Iteration 0F: 2 clusters Score -3.599713e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104445 members 
Mstep: Class 2 contains 104475 members 
Entering Unmasked Estep 
Score: -35857556.000000 Penalty: 15005.890625
	Iteration 0F: 3 clusters Score -3.585756e+07 nChanged 98135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104788 members 
Mstep: Class 2 contains 104132 members 
Entering Unmasked Estep 
Score: -35913528.000000 Penalty: 15005.890625
	Iteration 1F: 3 clusters Score -3.591353e+07 nChanged 6765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104853 members 
Mstep: Class 2 contains 104067 members 
Entering Unmasked Estep 
Score: -35915000.000000 Penalty: 15005.890625
	Iteration 2Q: 3 clusters Score -3.5915e+07 nChanged 6805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104896 members 
Mstep: Class 2 contains 104024 members 
Entering Unmasked Estep 
Score: -35916748.000000 Penalty: 15005.890625
	Iteration 3Q: 3 clusters Score -3.591675e+07 nChanged 7030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104946 members 
Mstep: Class 2 contains 103974 members 
Entering Unmasked Estep 
Score: -35918952.000000 Penalty: 15005.890625
	Iteration 4Q: 3 clusters Score -3.591895e+07 nChanged 7725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104933 members 
Mstep: Class 2 contains 103987 members 
Entering Unmasked Estep 
Score: -35921792.000000 Penalty: 15005.890625
	Iteration 5Q: 3 clusters Score -3.592179e+07 nChanged 8797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104866 members 
Mstep: Class 2 contains 104054 members 
Entering Unmasked Estep 
Score: -35925800.000000 Penalty: 15005.890625
	Iteration 6Q: 3 clusters Score -3.59258e+07 nChanged 10337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104895 members 
Mstep: Class 2 contains 104025 members 
Entering Unmasked Estep 
Score: -35931340.000000 Penalty: 15005.890625
	Iteration 7Q: 3 clusters Score -3.593134e+07 nChanged 11772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105263 members 
Mstep: Class 2 contains 103657 members 
Entering Unmasked Estep 
Score: -35938756.000000 Penalty: 15005.890625
	Iteration 8F: 3 clusters Score -3.593876e+07 nChanged 12822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106009 members 
Mstep: Class 2 contains 102911 members 
Entering Unmasked Estep 
Score: -35947044.000000 Penalty: 15005.890625
	Iteration 9F: 3 clusters Score -3.594704e+07 nChanged 13012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107329 members 
Mstep: Class 2 contains 101591 members 
Entering Unmasked Estep 
Score: -35955836.000000 Penalty: 15005.890625
	Iteration 10F: 3 clusters Score -3.595584e+07 nChanged 11565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108688 members 
Mstep: Class 2 contains 100232 members 
Entering Unmasked Estep 
Score: -35963012.000000 Penalty: 15005.890625
	Iteration 11F: 3 clusters Score -3.596301e+07 nChanged 8964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110004 members 
Mstep: Class 2 contains 98916 members 
Entering Unmasked Estep 
Score: -35967144.000000 Penalty: 15005.890625
	Iteration 12Q: 3 clusters Score -3.596714e+07 nChanged 5872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111206 members 
Mstep: Class 2 contains 97714 members 
Entering Unmasked Estep 
Score: -35968604.000000 Penalty: 15005.890625
	Iteration 13Q: 3 clusters Score -3.59686e+07 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112278 members 
Mstep: Class 2 contains 96642 members 
Entering Unmasked Estep 
Score: -35969568.000000 Penalty: 15005.890625
	Iteration 14Q: 3 clusters Score -3.596957e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113248 members 
Mstep: Class 2 contains 95672 members 
Entering Unmasked Estep 
Score: -35970140.000000 Penalty: 15005.890625
	Iteration 15Q: 3 clusters Score -3.597014e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114016 members 
Mstep: Class 2 contains 94904 members 
Entering Unmasked Estep 
Score: -35970724.000000 Penalty: 15005.890625
	Iteration 16Q: 3 clusters Score -3.597072e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114656 members 
Mstep: Class 2 contains 94264 members 
Entering Unmasked Estep 
Score: -35971312.000000 Penalty: 15005.890625
	Iteration 17Q: 3 clusters Score -3.597131e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115135 members 
Mstep: Class 2 contains 93785 members 
Entering Unmasked Estep 
Score: -35971840.000000 Penalty: 15005.890625
	Iteration 18Q: 3 clusters Score -3.597184e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115469 members 
Mstep: Class 2 contains 93451 members 
Entering Unmasked Estep 
Score: -35972196.000000 Penalty: 15005.890625
	Iteration 19Q: 3 clusters Score -3.59722e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115719 members 
Mstep: Class 2 contains 93201 members 
Entering Unmasked Estep 
Score: -35972684.000000 Penalty: 15005.890625
	Iteration 20F: 3 clusters Score -3.597268e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115867 members 
Mstep: Class 2 contains 93053 members 
Entering Unmasked Estep 
Score: -35973072.000000 Penalty: 15005.890625
	Iteration 21Q: 3 clusters Score -3.597307e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115813 members 
Mstep: Class 2 contains 93107 members 
Entering Unmasked Estep 
Score: -35973456.000000 Penalty: 15005.890625
	Iteration 22Q: 3 clusters Score -3.597346e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115642 members 
Mstep: Class 2 contains 93278 members 
Entering Unmasked Estep 
Score: -35973884.000000 Penalty: 15005.890625
	Iteration 23Q: 3 clusters Score -3.597388e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115323 members 
Mstep: Class 2 contains 93597 members 
Entering Unmasked Estep 
Score: -35974132.000000 Penalty: 15005.890625
	Iteration 24Q: 3 clusters Score -3.597413e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114877 members 
Mstep: Class 2 contains 94043 members 
Entering Unmasked Estep 
Score: -35974444.000000 Penalty: 15005.890625
	Iteration 25Q: 3 clusters Score -3.597444e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114201 members 
Mstep: Class 2 contains 94719 members 
Entering Unmasked Estep 
Score: -35975032.000000 Penalty: 15005.890625
	Iteration 26Q: 3 clusters Score -3.597503e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113401 members 
Mstep: Class 2 contains 95519 members 
Entering Unmasked Estep 
Score: -35975468.000000 Penalty: 15005.890625
	Iteration 27Q: 3 clusters Score -3.597547e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112444 members 
Mstep: Class 2 contains 96476 members 
Entering Unmasked Estep 
Score: -35975992.000000 Penalty: 15005.890625
	Iteration 28Q: 3 clusters Score -3.597599e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111422 members 
Mstep: Class 2 contains 97498 members 
Entering Unmasked Estep 
Score: -35976596.000000 Penalty: 15005.890625
	Iteration 29Q: 3 clusters Score -3.59766e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110229 members 
Mstep: Class 2 contains 98691 members 
Entering Unmasked Estep 
Score: -35976992.000000 Penalty: 15005.890625
	Iteration 30Q: 3 clusters Score -3.597699e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108891 members 
Mstep: Class 2 contains 100029 members 
Entering Unmasked Estep 
Score: -35977580.000000 Penalty: 15005.890625
	Iteration 31Q: 3 clusters Score -3.597758e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107495 members 
Mstep: Class 2 contains 101425 members 
Entering Unmasked Estep 
Score: -35978100.000000 Penalty: 15005.890625
	Iteration 32Q: 3 clusters Score -3.59781e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106010 members 
Mstep: Class 2 contains 102910 members 
Entering Unmasked Estep 
Score: -35978652.000000 Penalty: 15005.890625
	Iteration 33Q: 3 clusters Score -3.597865e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104429 members 
Mstep: Class 2 contains 104491 members 
Entering Unmasked Estep 
Score: -35979140.000000 Penalty: 15005.890625
	Iteration 34Q: 3 clusters Score -3.597914e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102810 members 
Mstep: Class 2 contains 106110 members 
Entering Unmasked Estep 
Score: -35979516.000000 Penalty: 15005.890625
	Iteration 35Q: 3 clusters Score -3.597952e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101212 members 
Mstep: Class 2 contains 107708 members 
Entering Unmasked Estep 
Score: -35979860.000000 Penalty: 15005.890625
	Iteration 36Q: 3 clusters Score -3.597986e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99628 members 
Mstep: Class 2 contains 109292 members 
Entering Unmasked Estep 
Score: -35980116.000000 Penalty: 15005.890625
	Iteration 37Q: 3 clusters Score -3.598012e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98062 members 
Mstep: Class 2 contains 110858 members 
Entering Unmasked Estep 
Score: -35980412.000000 Penalty: 15005.890625
	Iteration 38Q: 3 clusters Score -3.598041e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96476 members 
Mstep: Class 2 contains 112444 members 
Entering Unmasked Estep 
Score: -35980632.000000 Penalty: 15005.890625
	Iteration 39Q: 3 clusters Score -3.598063e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94920 members 
Mstep: Class 2 contains 114000 members 
Entering Unmasked Estep 
Score: -35980964.000000 Penalty: 15005.890625
	Iteration 40F: 3 clusters Score -3.598096e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93269 members 
Mstep: Class 2 contains 115651 members 
Entering Unmasked Estep 
Score: -35981344.000000 Penalty: 15005.890625
	Iteration 41Q: 3 clusters Score -3.598134e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91555 members 
Mstep: Class 2 contains 117365 members 
Entering Unmasked Estep 
Score: -35981744.000000 Penalty: 15005.890625
	Iteration 42Q: 3 clusters Score -3.598174e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89882 members 
Mstep: Class 2 contains 119038 members 
Entering Unmasked Estep 
Score: -35982000.000000 Penalty: 15005.890625
	Iteration 43Q: 3 clusters Score -3.5982e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88195 members 
Mstep: Class 2 contains 120725 members 
Entering Unmasked Estep 
Score: -35982236.000000 Penalty: 15005.890625
	Iteration 44Q: 3 clusters Score -3.598224e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86493 members 
Mstep: Class 2 contains 122427 members 
Entering Unmasked Estep 
Score: -35982560.000000 Penalty: 15005.890625
	Iteration 45Q: 3 clusters Score -3.598256e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84788 members 
Mstep: Class 2 contains 124132 members 
Entering Unmasked Estep 
Score: -35982904.000000 Penalty: 15005.890625
	Iteration 46Q: 3 clusters Score -3.59829e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83090 members 
Mstep: Class 2 contains 125830 members 
Entering Unmasked Estep 
Score: -35983152.000000 Penalty: 15005.890625
	Iteration 47Q: 3 clusters Score -3.598315e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81478 members 
Mstep: Class 2 contains 127442 members 
Entering Unmasked Estep 
Score: -35983588.000000 Penalty: 15005.890625
	Iteration 48Q: 3 clusters Score -3.598359e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79872 members 
Mstep: Class 2 contains 129048 members 
Entering Unmasked Estep 
Score: -35983964.000000 Penalty: 15005.890625
	Iteration 49Q: 3 clusters Score -3.598396e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78280 members 
Mstep: Class 2 contains 130640 members 
Entering Unmasked Estep 
Score: -35984396.000000 Penalty: 15005.890625
	Iteration 50Q: 3 clusters Score -3.59844e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76744 members 
Mstep: Class 2 contains 132176 members 
Entering Unmasked Estep 
Score: -35984680.000000 Penalty: 15005.890625
	Iteration 51Q: 3 clusters Score -3.598468e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75167 members 
Mstep: Class 2 contains 133753 members 
Entering Unmasked Estep 
Score: -35984988.000000 Penalty: 15005.890625
	Iteration 52Q: 3 clusters Score -3.598499e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73627 members 
Mstep: Class 2 contains 135293 members 
Entering Unmasked Estep 
Score: -35985116.000000 Penalty: 15005.890625
	Iteration 53Q: 3 clusters Score -3.598512e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72143 members 
Mstep: Class 2 contains 136777 members 
Entering Unmasked Estep 
Score: -35985312.000000 Penalty: 15005.890625
	Iteration 54Q: 3 clusters Score -3.598531e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70715 members 
Mstep: Class 2 contains 138205 members 
Entering Unmasked Estep 
Score: -35985596.000000 Penalty: 15005.890625
	Iteration 55Q: 3 clusters Score -3.59856e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69313 members 
Mstep: Class 2 contains 139607 members 
Entering Unmasked Estep 
Score: -35985776.000000 Penalty: 15005.890625
	Iteration 56Q: 3 clusters Score -3.598578e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67980 members 
Mstep: Class 2 contains 140940 members 
Entering Unmasked Estep 
Score: -35985964.000000 Penalty: 15005.890625
	Iteration 57Q: 3 clusters Score -3.598596e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66786 members 
Mstep: Class 2 contains 142134 members 
Entering Unmasked Estep 
Score: -35986192.000000 Penalty: 15005.890625
	Iteration 58Q: 3 clusters Score -3.598619e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65619 members 
Mstep: Class 2 contains 143301 members 
Entering Unmasked Estep 
Score: -35986364.000000 Penalty: 15005.890625
	Iteration 59Q: 3 clusters Score -3.598636e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64528 members 
Mstep: Class 2 contains 144392 members 
Entering Unmasked Estep 
Score: -35986520.000000 Penalty: 15005.890625
	Iteration 60F: 3 clusters Score -3.598652e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63505 members 
Mstep: Class 2 contains 145415 members 
Entering Unmasked Estep 
Score: -35986688.000000 Penalty: 15005.890625
	Iteration 61Q: 3 clusters Score -3.598669e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62494 members 
Mstep: Class 2 contains 146426 members 
Entering Unmasked Estep 
Score: -35986824.000000 Penalty: 15005.890625
	Iteration 62Q: 3 clusters Score -3.598682e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61505 members 
Mstep: Class 2 contains 147415 members 
Entering Unmasked Estep 
Score: -35986940.000000 Penalty: 15005.890625
	Iteration 63Q: 3 clusters Score -3.598694e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60560 members 
Mstep: Class 2 contains 148360 members 
Entering Unmasked Estep 
Score: -35987120.000000 Penalty: 15005.890625
	Iteration 64Q: 3 clusters Score -3.598712e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59692 members 
Mstep: Class 2 contains 149228 members 
Entering Unmasked Estep 
Score: -35987256.000000 Penalty: 15005.890625
	Iteration 65Q: 3 clusters Score -3.598726e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58906 members 
Mstep: Class 2 contains 150014 members 
Entering Unmasked Estep 
Score: -35987400.000000 Penalty: 15005.890625
	Iteration 66Q: 3 clusters Score -3.59874e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58186 members 
Mstep: Class 2 contains 150734 members 
Entering Unmasked Estep 
Score: -35987364.000000 Penalty: 15005.890625
	Iteration 67Q: 3 clusters Score -3.598736e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57532 members 
Mstep: Class 2 contains 151388 members 
Entering Unmasked Estep 
Score: -35987408.000000 Penalty: 15005.890625
	Iteration 68Q: 3 clusters Score -3.598741e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56866 members 
Mstep: Class 2 contains 152054 members 
Entering Unmasked Estep 
Score: -35987492.000000 Penalty: 15005.890625
	Iteration 69Q: 3 clusters Score -3.598749e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56214 members 
Mstep: Class 2 contains 152706 members 
Entering Unmasked Estep 
Score: -35987500.000000 Penalty: 15005.890625
	Iteration 70Q: 3 clusters Score -3.59875e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55593 members 
Mstep: Class 2 contains 153327 members 
Entering Unmasked Estep 
Score: -35987584.000000 Penalty: 15005.890625
	Iteration 71Q: 3 clusters Score -3.598758e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55060 members 
Mstep: Class 2 contains 153860 members 
Entering Unmasked Estep 
Score: -35987488.000000 Penalty: 15005.890625
	Iteration 72Q: 3 clusters Score -3.598749e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54552 members 
Mstep: Class 2 contains 154368 members 
Entering Unmasked Estep 
Score: -35987612.000000 Penalty: 15005.890625
	Iteration 73Q: 3 clusters Score -3.598761e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54086 members 
Mstep: Class 2 contains 154834 members 
Entering Unmasked Estep 
Score: -35987716.000000 Penalty: 15005.890625
	Iteration 74Q: 3 clusters Score -3.598772e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53640 members 
Mstep: Class 2 contains 155280 members 
Entering Unmasked Estep 
Score: -35987704.000000 Penalty: 15005.890625
	Iteration 75Q: 3 clusters Score -3.59877e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53228 members 
Mstep: Class 2 contains 155692 members 
Entering Unmasked Estep 
Score: -35987720.000000 Penalty: 15005.890625
	Iteration 76Q: 3 clusters Score -3.598772e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52863 members 
Mstep: Class 2 contains 156057 members 
Entering Unmasked Estep 
Score: -35987752.000000 Penalty: 15005.890625
	Iteration 77Q: 3 clusters Score -3.598775e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52517 members 
Mstep: Class 2 contains 156403 members 
Entering Unmasked Estep 
Score: -35987848.000000 Penalty: 15005.890625
	Iteration 78Q: 3 clusters Score -3.598785e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52189 members 
Mstep: Class 2 contains 156731 members 
Entering Unmasked Estep 
Score: -35987812.000000 Penalty: 15005.890625
	Iteration 79Q: 3 clusters Score -3.598781e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51873 members 
Mstep: Class 2 contains 157047 members 
Entering Unmasked Estep 
Score: -35987764.000000 Penalty: 15005.890625
	Iteration 80F: 3 clusters Score -3.598776e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51586 members 
Mstep: Class 2 contains 157334 members 
Entering Unmasked Estep 
Score: -35987776.000000 Penalty: 15005.890625
	Iteration 81Q: 3 clusters Score -3.598778e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51300 members 
Mstep: Class 2 contains 157620 members 
Entering Unmasked Estep 
Score: -35987756.000000 Penalty: 15005.890625
	Iteration 82Q: 3 clusters Score -3.598776e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51037 members 
Mstep: Class 2 contains 157883 members 
Entering Unmasked Estep 
Score: -35987816.000000 Penalty: 15005.890625
	Iteration 83Q: 3 clusters Score -3.598782e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50795 members 
Mstep: Class 2 contains 158125 members 
Entering Unmasked Estep 
Score: -35987844.000000 Penalty: 15005.890625
	Iteration 84Q: 3 clusters Score -3.598784e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50565 members 
Mstep: Class 2 contains 158355 members 
Entering Unmasked Estep 
Score: -35987836.000000 Penalty: 15005.890625
	Iteration 85Q: 3 clusters Score -3.598784e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50345 members 
Mstep: Class 2 contains 158575 members 
Entering Unmasked Estep 
Score: -35987796.000000 Penalty: 15005.890625
	Iteration 86Q: 3 clusters Score -3.59878e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50113 members 
Mstep: Class 2 contains 158807 members 
Entering Unmasked Estep 
Score: -35987852.000000 Penalty: 15005.890625
	Iteration 87Q: 3 clusters Score -3.598785e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49861 members 
Mstep: Class 2 contains 159059 members 
Entering Unmasked Estep 
Score: -35987832.000000 Penalty: 15005.890625
	Iteration 88Q: 3 clusters Score -3.598783e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49636 members 
Mstep: Class 2 contains 159284 members 
Entering Unmasked Estep 
Score: -35987788.000000 Penalty: 15005.890625
	Iteration 89Q: 3 clusters Score -3.598779e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49407 members 
Mstep: Class 2 contains 159513 members 
Entering Unmasked Estep 
Score: -35987840.000000 Penalty: 15005.890625
	Iteration 90Q: 3 clusters Score -3.598784e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49221 members 
Mstep: Class 2 contains 159699 members 
Entering Unmasked Estep 
Score: -35987868.000000 Penalty: 15005.890625
	Iteration 91Q: 3 clusters Score -3.598787e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49049 members 
Mstep: Class 2 contains 159871 members 
Entering Unmasked Estep 
Score: -35987908.000000 Penalty: 15005.890625
	Iteration 92Q: 3 clusters Score -3.598791e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48871 members 
Mstep: Class 2 contains 160049 members 
Entering Unmasked Estep 
Score: -35987856.000000 Penalty: 15005.890625
	Iteration 93Q: 3 clusters Score -3.598786e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48693 members 
Mstep: Class 2 contains 160227 members 
Entering Unmasked Estep 
Score: -35987872.000000 Penalty: 15005.890625
	Iteration 94Q: 3 clusters Score -3.598787e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48530 members 
Mstep: Class 2 contains 160390 members 
Entering Unmasked Estep 
Score: -35987864.000000 Penalty: 15005.890625
	Iteration 95Q: 3 clusters Score -3.598786e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48369 members 
Mstep: Class 2 contains 160551 members 
Entering Unmasked Estep 
Score: -35987900.000000 Penalty: 15005.890625
	Iteration 96Q: 3 clusters Score -3.59879e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48219 members 
Mstep: Class 2 contains 160701 members 
Entering Unmasked Estep 
Score: -35987968.000000 Penalty: 15005.890625
	Iteration 97Q: 3 clusters Score -3.598797e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48056 members 
Mstep: Class 2 contains 160864 members 
Entering Unmasked Estep 
Score: -35987928.000000 Penalty: 15005.890625
	Iteration 98Q: 3 clusters Score -3.598793e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47891 members 
Mstep: Class 2 contains 161029 members 
Entering Unmasked Estep 
Score: -35987936.000000 Penalty: 15005.890625
	Iteration 99Q: 3 clusters Score -3.598794e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47732 members 
Mstep: Class 2 contains 161188 members 
Entering Unmasked Estep 
Score: -35987932.000000 Penalty: 15005.890625
	Iteration 100F: 3 clusters Score -3.598793e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47561 members 
Mstep: Class 2 contains 161359 members 
Entering Unmasked Estep 
Score: -35987848.000000 Penalty: 15005.890625
	Iteration 101Q: 3 clusters Score -3.598785e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47395 members 
Mstep: Class 2 contains 161525 members 
Entering Unmasked Estep 
Score: -35987880.000000 Penalty: 15005.890625
	Iteration 102Q: 3 clusters Score -3.598788e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47218 members 
Mstep: Class 2 contains 161702 members 
Entering Unmasked Estep 
Score: -35987836.000000 Penalty: 15005.890625
	Iteration 103Q: 3 clusters Score -3.598784e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47052 members 
Mstep: Class 2 contains 161868 members 
Entering Unmasked Estep 
Score: -35987888.000000 Penalty: 15005.890625
	Iteration 104Q: 3 clusters Score -3.598789e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46902 members 
Mstep: Class 2 contains 162018 members 
Entering Unmasked Estep 
Score: -35987904.000000 Penalty: 15005.890625
	Iteration 105Q: 3 clusters Score -3.59879e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46739 members 
Mstep: Class 2 contains 162181 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3.598793e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46582 members 
Mstep: Class 2 contains 162338 members 
Entering Unmasked Estep 
Score: -35987920.000000 Penalty: 15005.890625
	Iteration 107Q: 3 clusters Score -3.598792e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46436 members 
Mstep: Class 2 contains 162484 members 
Entering Unmasked Estep 
Score: -35987996.000000 Penalty: 15005.890625
	Iteration 108Q: 3 clusters Score -3.5988e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46308 members 
Mstep: Class 2 contains 162612 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3.598793e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46191 members 
Mstep: Class 2 contains 162729 members 
Entering Unmasked Estep 
Score: -35987952.000000 Penalty: 15005.890625
	Iteration 110Q: 3 clusters Score -3.598795e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46073 members 
Mstep: Class 2 contains 162847 members 
Entering Unmasked Estep 
Score: -35987924.000000 Penalty: 15005.890625
	Iteration 111Q: 3 clusters Score -3.598792e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45955 members 
Mstep: Class 2 contains 162965 members 
Entering Unmasked Estep 
Score: -35987948.000000 Penalty: 15005.890625
	Iteration 112Q: 3 clusters Score -3.598795e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45829 members 
Mstep: Class 2 contains 163091 members 
Entering Unmasked Estep 
Score: -35987892.000000 Penalty: 15005.890625
	Iteration 113Q: 3 clusters Score -3.598789e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45710 members 
Mstep: Class 2 contains 163210 members 
Entering Unmasked Estep 
Score: -35987884.000000 Penalty: 15005.890625
	Iteration 114Q: 3 clusters Score -3.598788e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45596 members 
Mstep: Class 2 contains 163324 members 
Entering Unmasked Estep 
Score: -35987888.000000 Penalty: 15005.890625
	Iteration 115Q: 3 clusters Score -3.598789e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45478 members 
Mstep: Class 2 contains 163442 members 
Entering Unmasked Estep 
Score: -35987876.000000 Penalty: 15005.890625
	Iteration 116Q: 3 clusters Score -3.598788e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45362 members 
Mstep: Class 2 contains 163558 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3.598789e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45244 members 
Mstep: Class 2 contains 163676 members 
Entering Unmasked Estep 
Score: -35987884.000000 Penalty: 15005.890625
	Iteration 118Q: 3 clusters Score -3.598788e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45148 members 
Mstep: Class 2 contains 163772 members 
Entering Unmasked Estep 
Score: -35987896.000000 Penalty: 15005.890625
	Iteration 119Q: 3 clusters Score -3.59879e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45070 members 
Mstep: Class 2 contains 163850 members 
Entering Unmasked Estep 
Score: -35987908.000000 Penalty: 15005.890625
	Iteration 120F: 3 clusters Score -3.598791e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44997 members 
Mstep: Class 2 contains 163923 members 
Entering Unmasked Estep 
Score: -35987928.000000 Penalty: 15005.890625
	Iteration 121Q: 3 clusters Score -3.598793e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44921 members 
Mstep: Class 2 contains 163999 members 
Entering Unmasked Estep 
Score: -35987928.000000 Penalty: 15005.890625
	Iteration 122Q: 3 clusters Score -3.598793e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44858 members 
Mstep: Class 2 contains 164062 members 
Entering Unmasked Estep 
Score: -35987952.000000 Penalty: 15005.890625
	Iteration 123Q: 3 clusters Score -3.598795e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44796 members 
Mstep: Class 2 contains 164124 members 
Entering Unmasked Estep 
Score: -35987980.000000 Penalty: 15005.890625
	Iteration 124Q: 3 clusters Score -3.598798e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44718 members 
Mstep: Class 2 contains 164202 members 
Entering Unmasked Estep 
Score: -35987976.000000 Penalty: 15005.890625
	Iteration 125Q: 3 clusters Score -3.598798e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44628 members 
Mstep: Class 2 contains 164292 members 
Entering Unmasked Estep 
Score: -35988000.000000 Penalty: 15005.890625
	Iteration 126Q: 3 clusters Score -3.5988e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44547 members 
Mstep: Class 2 contains 164373 members 
Entering Unmasked Estep 
Score: -35988004.000000 Penalty: 15005.890625
	Iteration 127Q: 3 clusters Score -3.5988e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44460 members 
Mstep: Class 2 contains 164460 members 
Entering Unmasked Estep 
Score: -35987964.000000 Penalty: 15005.890625
	Iteration 128Q: 3 clusters Score -3.598796e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44366 members 
Mstep: Class 2 contains 164554 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3.598793e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44260 members 
Mstep: Class 2 contains 164660 members 
Entering Unmasked Estep 
Score: -35987896.000000 Penalty: 15005.890625
	Iteration 130Q: 3 clusters Score -3.59879e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44164 members 
Mstep: Class 2 contains 164756 members 
Entering Unmasked Estep 
Score: -35987856.000000 Penalty: 15005.890625
	Iteration 131Q: 3 clusters Score -3.598786e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44083 members 
Mstep: Class 2 contains 164837 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -3.598788e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43999 members 
Mstep: Class 2 contains 164921 members 
Entering Unmasked Estep 
Score: -35987876.000000 Penalty: 15005.890625
	Iteration 133Q: 3 clusters Score -3.598788e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43924 members 
Mstep: Class 2 contains 164996 members 
Entering Unmasked Estep 
Score: -35987876.000000 Penalty: 15005.890625
	Iteration 134Q: 3 clusters Score -3.598788e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43837 members 
Mstep: Class 2 contains 165083 members 
Entering Unmasked Estep 
Score: -35987928.000000 Penalty: 15005.890625
	Iteration 135Q: 3 clusters Score -3.598793e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43743 members 
Mstep: Class 2 contains 165177 members 
Entering Unmasked Estep 
Score: -35987956.000000 Penalty: 15005.890625
	Iteration 136Q: 3 clusters Score -3.598796e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43656 members 
Mstep: Class 2 contains 165264 members 
Entering Unmasked Estep 
Score: -35987948.000000 Penalty: 15005.890625
	Iteration 137Q: 3 clusters Score -3.598795e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43567 members 
Mstep: Class 2 contains 165353 members 
Entering Unmasked Estep 
Score: -35987980.000000 Penalty: 15005.890625
	Iteration 138Q: 3 clusters Score -3.598798e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43479 members 
Mstep: Class 2 contains 165441 members 
Entering Unmasked Estep 
Score: -35987956.000000 Penalty: 15005.890625
	Iteration 139Q: 3 clusters Score -3.598796e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43403 members 
Mstep: Class 2 contains 165517 members 
Entering Unmasked Estep 
Score: -35987968.000000 Penalty: 15005.890625
	Iteration 140F: 3 clusters Score -3.598797e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43326 members 
Mstep: Class 2 contains 165594 members 
Entering Unmasked Estep 
Score: -35988012.000000 Penalty: 15005.890625
	Iteration 141Q: 3 clusters Score -3.598801e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43247 members 
Mstep: Class 2 contains 165673 members 
Entering Unmasked Estep 
Score: -35987972.000000 Penalty: 15005.890625
	Iteration 142Q: 3 clusters Score -3.598797e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43163 members 
Mstep: Class 2 contains 165757 members 
Entering Unmasked Estep 
Score: -35987984.000000 Penalty: 15005.890625
	Iteration 143Q: 3 clusters Score -3.598798e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43086 members 
Mstep: Class 2 contains 165834 members 
Entering Unmasked Estep 
Score: -35988016.000000 Penalty: 15005.890625
	Iteration 144Q: 3 clusters Score -3.598802e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43023 members 
Mstep: Class 2 contains 165897 members 
Entering Unmasked Estep 
Score: -35988028.000000 Penalty: 15005.890625
	Iteration 145Q: 3 clusters Score -3.598803e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42964 members 
Mstep: Class 2 contains 165956 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -3.5988e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42908 members 
Mstep: Class 2 contains 166012 members 
Entering Unmasked Estep 
Score: -35987988.000000 Penalty: 15005.890625
	Iteration 147Q: 3 clusters Score -3.598799e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42845 members 
Mstep: Class 2 contains 166075 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -3.5988e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42792 members 
Mstep: Class 2 contains 166128 members 
Entering Unmasked Estep 
Score: -35988028.000000 Penalty: 15005.890625
	Iteration 149Q: 3 clusters Score -3.598803e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42754 members 
Mstep: Class 2 contains 166166 members 
Entering Unmasked Estep 
Score: -35988064.000000 Penalty: 15005.890625
	Iteration 150Q: 3 clusters Score -3.598806e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42714 members 
Mstep: Class 2 contains 166206 members 
Entering Unmasked Estep 
Score: -35988044.000000 Penalty: 15005.890625
	Iteration 151Q: 3 clusters Score -3.598804e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42680 members 
Mstep: Class 2 contains 166240 members 
Entering Unmasked Estep 
Score: -35988044.000000 Penalty: 15005.890625
	Iteration 152Q: 3 clusters Score -3.598804e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42645 members 
Mstep: Class 2 contains 166275 members 
Entering Unmasked Estep 
Score: -35988092.000000 Penalty: 15005.890625
	Iteration 153Q: 3 clusters Score -3.598809e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42616 members 
Mstep: Class 2 contains 166304 members 
Entering Unmasked Estep 
Score: -35988092.000000 Penalty: 15005.890625
	Iteration 154Q: 3 clusters Score -3.598809e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42588 members 
Mstep: Class 2 contains 166332 members 
Entering Unmasked Estep 
Score: -35988108.000000 Penalty: 15005.890625
	Iteration 155Q: 3 clusters Score -3.598811e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42563 members 
Mstep: Class 2 contains 166357 members 
Entering Unmasked Estep 
Score: -35988124.000000 Penalty: 15005.890625
	Iteration 156Q: 3 clusters Score -3.598812e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42539 members 
Mstep: Class 2 contains 166381 members 
Entering Unmasked Estep 
Score: -35988160.000000 Penalty: 15005.890625
	Iteration 157Q: 3 clusters Score -3.598816e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42504 members 
Mstep: Class 2 contains 166416 members 
Entering Unmasked Estep 
Score: -35988136.000000 Penalty: 15005.890625
	Iteration 158Q: 3 clusters Score -3.598814e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42475 members 
Mstep: Class 2 contains 166445 members 
Entering Unmasked Estep 
Score: -35988148.000000 Penalty: 15005.890625
	Iteration 159Q: 3 clusters Score -3.598815e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42443 members 
Mstep: Class 2 contains 166477 members 
Entering Unmasked Estep 
Score: -35988152.000000 Penalty: 15005.890625
	Iteration 160F: 3 clusters Score -3.598815e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42421 members 
Mstep: Class 2 contains 166499 members 
Entering Unmasked Estep 
Score: -35988160.000000 Penalty: 15005.890625
	Iteration 161Q: 3 clusters Score -3.598816e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42406 members 
Mstep: Class 2 contains 166514 members 
Entering Unmasked Estep 
Score: -35988168.000000 Penalty: 15005.890625
	Iteration 162Q: 3 clusters Score -3.598817e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42381 members 
Mstep: Class 2 contains 166539 members 
Entering Unmasked Estep 
Score: -35988172.000000 Penalty: 15005.890625
	Iteration 163Q: 3 clusters Score -3.598817e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42356 members 
Mstep: Class 2 contains 166564 members 
Entering Unmasked Estep 
Score: -35988156.000000 Penalty: 15005.890625
	Iteration 164Q: 3 clusters Score -3.598816e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42328 members 
Mstep: Class 2 contains 166592 members 
Entering Unmasked Estep 
Score: -35988112.000000 Penalty: 15005.890625
	Iteration 165Q: 3 clusters Score -3.598811e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42309 members 
Mstep: Class 2 contains 166611 members 
Entering Unmasked Estep 
Score: -35988148.000000 Penalty: 15005.890625
	Iteration 166Q: 3 clusters Score -3.598815e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42294 members 
Mstep: Class 2 contains 166626 members 
Entering Unmasked Estep 
Score: -35988144.000000 Penalty: 15005.890625
	Iteration 167Q: 3 clusters Score -3.598814e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42278 members 
Mstep: Class 2 contains 166642 members 
Entering Unmasked Estep 
Score: -35988140.000000 Penalty: 15005.890625
	Iteration 168Q: 3 clusters Score -3.598814e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42263 members 
Mstep: Class 2 contains 166657 members 
Entering Unmasked Estep 
Score: -35988108.000000 Penalty: 15005.890625
	Iteration 169Q: 3 clusters Score -3.598811e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42249 members 
Mstep: Class 2 contains 166671 members 
Entering Unmasked Estep 
Score: -35988112.000000 Penalty: 15005.890625
	Iteration 170Q: 3 clusters Score -3.598811e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42241 members 
Mstep: Class 2 contains 166679 members 
Entering Unmasked Estep 
Score: -35988112.000000 Penalty: 15005.890625
	Iteration 171Q: 3 clusters Score -3.598811e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42234 members 
Mstep: Class 2 contains 166686 members 
Entering Unmasked Estep 
Score: -35988108.000000 Penalty: 15005.890625
	Iteration 172Q: 3 clusters Score -3.598811e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42229 members 
Mstep: Class 2 contains 166691 members 
Entering Unmasked Estep 
Score: -35988124.000000 Penalty: 15005.890625
	Iteration 173Q: 3 clusters Score -3.598812e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42225 members 
Mstep: Class 2 contains 166695 members 
Entering Unmasked Estep 
Score: -35988128.000000 Penalty: 15005.890625
	Iteration 174Q: 3 clusters Score -3.598813e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42221 members 
Mstep: Class 2 contains 166699 members 
Entering Unmasked Estep 
Score: -35988120.000000 Penalty: 15005.890625
	Iteration 175Q: 3 clusters Score -3.598812e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42217 members 
Mstep: Class 2 contains 166703 members 
Entering Unmasked Estep 
Score: -35988120.000000 Penalty: 15005.890625
	Iteration 176Q: 3 clusters Score -3.598812e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42212 members 
Mstep: Class 2 contains 166708 members 
Entering Unmasked Estep 
Score: -35988112.000000 Penalty: 15005.890625
	Iteration 177Q: 3 clusters Score -3.598811e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42208 members 
Mstep: Class 2 contains 166712 members 
Entering Unmasked Estep 
Score: -35988120.000000 Penalty: 15005.890625
	Iteration 178Q: 3 clusters Score -3.598812e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42206 members 
Mstep: Class 2 contains 166714 members 
Entering Unmasked Estep 
Score: -35988116.000000 Penalty: 15005.890625
	Iteration 179Q: 3 clusters Score -3.598812e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42204 members 
Mstep: Class 2 contains 166716 members 
Entering Unmasked Estep 
Score: -35988104.000000 Penalty: 15005.890625
	Iteration 180F: 3 clusters Score -3.59881e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42200 members 
Mstep: Class 2 contains 166720 members 
Entering Unmasked Estep 
Score: -35988124.000000 Penalty: 15005.890625
	Iteration 181Q: 3 clusters Score -3.598812e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42197 members 
Mstep: Class 2 contains 166723 members 
Entering Unmasked Estep 
Score: -35988112.000000 Penalty: 15005.890625
	Iteration 182Q: 3 clusters Score -3.598811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42194 members 
Mstep: Class 2 contains 166726 members 
Entering Unmasked Estep 
Score: -35988120.000000 Penalty: 15005.890625
	Iteration 183Q: 3 clusters Score -3.598812e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42187 members 
Mstep: Class 2 contains 166733 members 
Entering Unmasked Estep 
Score: -35988112.000000 Penalty: 15005.890625
	Iteration 184Q: 3 clusters Score -3.598811e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42177 members 
Mstep: Class 2 contains 166743 members 
Entering Unmasked Estep 
Score: -35988164.000000 Penalty: 15005.890625
	Iteration 185Q: 3 clusters Score -3.598816e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42168 members 
Mstep: Class 2 contains 166752 members 
Entering Unmasked Estep 
Score: -35988144.000000 Penalty: 15005.890625
	Iteration 186Q: 3 clusters Score -3.598814e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42160 members 
Mstep: Class 2 contains 166760 members 
Entering Unmasked Estep 
Score: -35988144.000000 Penalty: 15005.890625
	Iteration 187Q: 3 clusters Score -3.598814e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42154 members 
Mstep: Class 2 contains 166766 members 
Entering Unmasked Estep 
Score: -35988160.000000 Penalty: 15005.890625
	Iteration 188Q: 3 clusters Score -3.598816e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42151 members 
Mstep: Class 2 contains 166769 members 
Entering Unmasked Estep 
Score: -35988148.000000 Penalty: 15005.890625
	Iteration 189Q: 3 clusters Score -3.598815e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42146 members 
Mstep: Class 2 contains 166774 members 
Entering Unmasked Estep 
Score: -35988160.000000 Penalty: 15005.890625
	Iteration 190Q: 3 clusters Score -3.598816e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42138 members 
Mstep: Class 2 contains 166782 members 
Entering Unmasked Estep 
Score: -35988164.000000 Penalty: 15005.890625
	Iteration 191Q: 3 clusters Score -3.598816e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42130 members 
Mstep: Class 2 contains 166790 members 
Entering Unmasked Estep 
Score: -35988164.000000 Penalty: 15005.890625
	Iteration 192Q: 3 clusters Score -3.598816e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42119 members 
Mstep: Class 2 contains 166801 members 
Entering Unmasked Estep 
Score: -35988160.000000 Penalty: 15005.890625
	Iteration 193Q: 3 clusters Score -3.598816e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42111 members 
Mstep: Class 2 contains 166809 members 
Entering Unmasked Estep 
Score: -35988172.000000 Penalty: 15005.890625
	Iteration 194Q: 3 clusters Score -3.598817e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42101 members 
Mstep: Class 2 contains 166819 members 
Entering Unmasked Estep 
Score: -35988164.000000 Penalty: 15005.890625
	Iteration 195Q: 3 clusters Score -3.598816e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42088 members 
Mstep: Class 2 contains 166832 members 
Entering Unmasked Estep 
Score: -35988144.000000 Penalty: 15005.890625
	Iteration 196Q: 3 clusters Score -3.598814e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42078 members 
Mstep: Class 2 contains 166842 members 
Entering Unmasked Estep 
Score: -35988140.000000 Penalty: 15005.890625
	Iteration 197Q: 3 clusters Score -3.598814e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42066 members 
Mstep: Class 2 contains 166854 members 
Entering Unmasked Estep 
Score: -35988128.000000 Penalty: 15005.890625
	Iteration 198Q: 3 clusters Score -3.598813e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42054 members 
Mstep: Class 2 contains 166866 members 
Entering Unmasked Estep 
Score: -35988132.000000 Penalty: 15005.890625
	Iteration 199Q: 3 clusters Score -3.598813e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42041 members 
Mstep: Class 2 contains 166879 members 
Entering Unmasked Estep 
Score: -35988128.000000 Penalty: 15005.890625
	Iteration 200F: 3 clusters Score -3.598813e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42029 members 
Mstep: Class 2 contains 166891 members 
Entering Unmasked Estep 
Score: -35988140.000000 Penalty: 15005.890625
	Iteration 201Q: 3 clusters Score -3.598814e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42020 members 
Mstep: Class 2 contains 166900 members 
Entering Unmasked Estep 
Score: -35988148.000000 Penalty: 15005.890625
	Iteration 202Q: 3 clusters Score -3.598815e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42009 members 
Mstep: Class 2 contains 166911 members 
Entering Unmasked Estep 
Score: -35988136.000000 Penalty: 15005.890625
	Iteration 203Q: 3 clusters Score -3.598814e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41999 members 
Mstep: Class 2 contains 166921 members 
Entering Unmasked Estep 
Score: -35988124.000000 Penalty: 15005.890625
	Iteration 204Q: 3 clusters Score -3.598812e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41988 members 
Mstep: Class 2 contains 166932 members 
Entering Unmasked Estep 
Score: -35988112.000000 Penalty: 15005.890625
	Iteration 205Q: 3 clusters Score -3.598811e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41975 members 
Mstep: Class 2 contains 166945 members 
Entering Unmasked Estep 
Score: -35988132.000000 Penalty: 15005.890625
	Iteration 206Q: 3 clusters Score -3.598813e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41964 members 
Mstep: Class 2 contains 166956 members 
Entering Unmasked Estep 
Score: -35988132.000000 Penalty: 15005.890625
	Iteration 207Q: 3 clusters Score -3.598813e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41953 members 
Mstep: Class 2 contains 166967 members 
Entering Unmasked Estep 
Score: -35988124.000000 Penalty: 15005.890625
	Iteration 208Q: 3 clusters Score -3.598812e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41939 members 
Mstep: Class 2 contains 166981 members 
Entering Unmasked Estep 
Score: -35988124.000000 Penalty: 15005.890625
	Iteration 209Q: 3 clusters Score -3.598812e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41927 members 
Mstep: Class 2 contains 166993 members 
Entering Unmasked Estep 
Score: -35988152.000000 Penalty: 15005.890625
	Iteration 210Q: 3 clusters Score -3.598815e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41916 members 
Mstep: Class 2 contains 167004 members 
Entering Unmasked Estep 
Score: -35988168.000000 Penalty: 15005.890625
	Iteration 211Q: 3 clusters Score -3.598817e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41904 members 
Mstep: Class 2 contains 167016 members 
Entering Unmasked Estep 
Score: -35988180.000000 Penalty: 15005.890625
	Iteration 212Q: 3 clusters Score -3.598818e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41895 members 
Mstep: Class 2 contains 167025 members 
Entering Unmasked Estep 
Score: -35988152.000000 Penalty: 15005.890625
	Iteration 213Q: 3 clusters Score -3.598815e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41889 members 
Mstep: Class 2 contains 167031 members 
Entering Unmasked Estep 
Score: -35988180.000000 Penalty: 15005.890625
	Iteration 214Q: 3 clusters Score -3.598818e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41883 members 
Mstep: Class 2 contains 167037 members 
Entering Unmasked Estep 
Score: -35988168.000000 Penalty: 15005.890625
	Iteration 215Q: 3 clusters Score -3.598817e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41877 members 
Mstep: Class 2 contains 167043 members 
Entering Unmasked Estep 
Score: -35988180.000000 Penalty: 15005.890625
	Iteration 216Q: 3 clusters Score -3.598818e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41871 members 
Mstep: Class 2 contains 167049 members 
Entering Unmasked Estep 
Score: -35988164.000000 Penalty: 15005.890625
	Iteration 217Q: 3 clusters Score -3.598816e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41868 members 
Mstep: Class 2 contains 167052 members 
Entering Unmasked Estep 
Score: -35988172.000000 Penalty: 15005.890625
	Iteration 218Q: 3 clusters Score -3.598817e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41866 members 
Mstep: Class 2 contains 167054 members 
Entering Unmasked Estep 
Score: -35988168.000000 Penalty: 15005.890625
	Iteration 219Q: 3 clusters Score -3.598817e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41863 members 
Mstep: Class 2 contains 167057 members 
Entering Unmasked Estep 
Score: -35988160.000000 Penalty: 15005.890625
	Iteration 220F: 3 clusters Score -3.598816e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41859 members 
Mstep: Class 2 contains 167061 members 
Entering Unmasked Estep 
Score: -35988148.000000 Penalty: 15005.890625
	Iteration 221Q: 3 clusters Score -3.598815e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41857 members 
Mstep: Class 2 contains 167063 members 
Entering Unmasked Estep 
Score: -35988136.000000 Penalty: 15005.890625
	Iteration 222Q: 3 clusters Score -3.598814e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41854 members 
Mstep: Class 2 contains 167066 members 
Entering Unmasked Estep 
Score: -35988172.000000 Penalty: 15005.890625
	Iteration 223Q: 3 clusters Score -3.598817e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41852 members 
Mstep: Class 2 contains 167068 members 
Entering Unmasked Estep 
Score: -35988160.000000 Penalty: 15005.890625
	Iteration 224Q: 3 clusters Score -3.598816e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41852 members 
Mstep: Class 2 contains 167068 members 
Entering Unmasked Estep 
Score: -35988160.000000 Penalty: 15005.890625
	Iteration 225F: 3 clusters Score -3.598816e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Entering Unmasked Estep 
Score: -1131087.750000 Penalty: 5418.215332
	Iteration 0F: 2 clusters Score -1131088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1122756.250000 Penalty: 10836.430664
	Iteration 0F: 3 clusters Score -1122756 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1124253.625000 Penalty: 10836.430664
	Iteration 1F: 3 clusters Score -1124254 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1124658.375000 Penalty: 10836.430664
	Iteration 2F: 3 clusters Score -1124658 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1124895.000000 Penalty: 10836.430664
	Iteration 3Q: 3 clusters Score -1124895 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1125049.125000 Penalty: 10836.430664
	Iteration 4Q: 3 clusters Score -1125049 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1125171.125000 Penalty: 10836.430664
	Iteration 5Q: 3 clusters Score -1125171 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1125257.875000 Penalty: 10836.430664
	Iteration 6Q: 3 clusters Score -1125258 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1125334.500000 Penalty: 10836.430664
	Iteration 7Q: 3 clusters Score -1125334 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1125385.875000 Penalty: 10836.430664
	Iteration 8Q: 3 clusters Score -1125386 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1125429.875000 Penalty: 10836.430664
	Iteration 9Q: 3 clusters Score -1125430 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1125475.875000 Penalty: 10836.430664
	Iteration 10Q: 3 clusters Score -1125476 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1125510.375000 Penalty: 10836.430664
	Iteration 11Q: 3 clusters Score -1125510 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1125553.125000 Penalty: 10836.430664
	Iteration 12Q: 3 clusters Score -1125553 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1125583.500000 Penalty: 10836.430664
	Iteration 13Q: 3 clusters Score -1125584 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1125622.875000 Penalty: 10836.430664
	Iteration 14Q: 3 clusters Score -1125623 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1125665.875000 Penalty: 10836.430664
	Iteration 15Q: 3 clusters Score -1125666 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1125720.750000 Penalty: 10836.430664
	Iteration 16Q: 3 clusters Score -1125721 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1125812.250000 Penalty: 10836.430664
	Iteration 17Q: 3 clusters Score -1125812 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1125944.625000 Penalty: 10836.430664
	Iteration 18Q: 3 clusters Score -1125945 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1126146.125000 Penalty: 10836.430664
	Iteration 19Q: 3 clusters Score -1126146 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1126398.625000 Penalty: 10836.430664
	Iteration 20F: 3 clusters Score -1126399 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1126678.375000 Penalty: 10836.430664
	Iteration 21Q: 3 clusters Score -1126678 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1126989.625000 Penalty: 10836.430664
	Iteration 22Q: 3 clusters Score -1126990 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1127351.125000 Penalty: 10836.430664
	Iteration 23Q: 3 clusters Score -1127351 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1127721.375000 Penalty: 10836.430664
	Iteration 24Q: 3 clusters Score -1127721 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1128048.250000 Penalty: 10836.430664
	Iteration 25Q: 3 clusters Score -1128048 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1128228.125000 Penalty: 10836.430664
	Iteration 26Q: 3 clusters Score -1128228 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1128334.625000 Penalty: 10836.430664
	Iteration 27Q: 3 clusters Score -1128335 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1128400.750000 Penalty: 10836.430664
	Iteration 28Q: 3 clusters Score -1128401 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1128435.125000 Penalty: 10836.430664
	Iteration 29Q: 3 clusters Score -1128435 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1128450.875000 Penalty: 10836.430664
	Iteration 30Q: 3 clusters Score -1128451 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1128462.250000 Penalty: 10836.430664
	Iteration 31Q: 3 clusters Score -1128462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1128472.625000 Penalty: 10836.430664
	Iteration 32Q: 3 clusters Score -1128473 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1128478.875000 Penalty: 10836.430664
	Iteration 33Q: 3 clusters Score -1128479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1128483.000000 Penalty: 10836.430664
	Iteration 34Q: 3 clusters Score -1128483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1128487.500000 Penalty: 10836.430664
	Iteration 35Q: 3 clusters Score -1128488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1128491.000000 Penalty: 10836.430664
	Iteration 36Q: 3 clusters Score -1128491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1128494.625000 Penalty: 10836.430664
	Iteration 37Q: 3 clusters Score -1128495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1128495.000000 Penalty: 10836.430664
	Iteration 38Q: 3 clusters Score -1128495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1128494.625000 Penalty: 10836.430664
	Iteration 39Q: 3 clusters Score -1128495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1128494.250000 Penalty: 10836.430664
	Iteration 40F: 3 clusters Score -1128494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (29853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29853 members 
Entering Unmasked Estep 
Score: -4888753.000000 Penalty: 6311.225098
	Iteration 0F: 2 clusters Score -4888753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -4865968.000000 Penalty: 12622.450195
	Iteration 0F: 3 clusters Score -4865968 nChanged 12601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -4872626.500000 Penalty: 12622.450195
	Iteration 1F: 3 clusters Score -4872626 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -4873440.500000 Penalty: 12622.450195
	Iteration 2F: 3 clusters Score -4873440 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -4874099.500000 Penalty: 12622.450195
	Iteration 3Q: 3 clusters Score -4874100 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -4874727.000000 Penalty: 12622.450195
	Iteration 4Q: 3 clusters Score -4874727 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -4875216.000000 Penalty: 12622.450195
	Iteration 5Q: 3 clusters Score -4875216 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -4875807.000000 Penalty: 12622.450195
	Iteration 6Q: 3 clusters Score -4875807 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -4876401.000000 Penalty: 12622.450195
	Iteration 7Q: 3 clusters Score -4876401 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -4876994.500000 Penalty: 12622.450195
	Iteration 8Q: 3 clusters Score -4876994 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -4877569.000000 Penalty: 12622.450195
	Iteration 9Q: 3 clusters Score -4877569 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -4878112.000000 Penalty: 12622.450195
	Iteration 10Q: 3 clusters Score -4878112 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -4878537.000000 Penalty: 12622.450195
	Iteration 11Q: 3 clusters Score -4878537 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -4878946.500000 Penalty: 12622.450195
	Iteration 12Q: 3 clusters Score -4878946 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -4879271.000000 Penalty: 12622.450195
	Iteration 13Q: 3 clusters Score -4879271 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -4879549.500000 Penalty: 12622.450195
	Iteration 14Q: 3 clusters Score -4879550 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -4879764.000000 Penalty: 12622.450195
	Iteration 15Q: 3 clusters Score -4879764 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -4879971.000000 Penalty: 12622.450195
	Iteration 16Q: 3 clusters Score -4879971 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -4880128.000000 Penalty: 12622.450195
	Iteration 17Q: 3 clusters Score -4880128 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -4880266.500000 Penalty: 12622.450195
	Iteration 18Q: 3 clusters Score -4880266 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -4880362.000000 Penalty: 12622.450195
	Iteration 19Q: 3 clusters Score -4880362 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -4880452.000000 Penalty: 12622.450195
	Iteration 20F: 3 clusters Score -4880452 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -4880542.500000 Penalty: 12622.450195
	Iteration 21Q: 3 clusters Score -4880542 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -4880618.500000 Penalty: 12622.450195
	Iteration 22Q: 3 clusters Score -4880618 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -4880685.500000 Penalty: 12622.450195
	Iteration 23Q: 3 clusters Score -4880686 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -4880766.500000 Penalty: 12622.450195
	Iteration 24Q: 3 clusters Score -4880766 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -4880852.500000 Penalty: 12622.450195
	Iteration 25Q: 3 clusters Score -4880852 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -4880936.000000 Penalty: 12622.450195
	Iteration 26Q: 3 clusters Score -4880936 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -4881009.000000 Penalty: 12622.450195
	Iteration 27Q: 3 clusters Score -4881009 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -4881039.500000 Penalty: 12622.450195
	Iteration 28Q: 3 clusters Score -4881040 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -4881086.000000 Penalty: 12622.450195
	Iteration 29Q: 3 clusters Score -4881086 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -4881170.000000 Penalty: 12622.450195
	Iteration 30Q: 3 clusters Score -4881170 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -4881242.000000 Penalty: 12622.450195
	Iteration 31Q: 3 clusters Score -4881242 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
Score: -4881343.500000 Penalty: 12622.450195
	Iteration 32Q: 3 clusters Score -4881344 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -4881437.500000 Penalty: 12622.450195
	Iteration 33Q: 3 clusters Score -4881438 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -4881575.000000 Penalty: 12622.450195
	Iteration 34Q: 3 clusters Score -4881575 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -4881672.000000 Penalty: 12622.450195
	Iteration 35Q: 3 clusters Score -4881672 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -4881817.500000 Penalty: 12622.450195
	Iteration 36Q: 3 clusters Score -4881818 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -4881973.500000 Penalty: 12622.450195
	Iteration 37Q: 3 clusters Score -4881974 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -4882164.500000 Penalty: 12622.450195
	Iteration 38Q: 3 clusters Score -4882164 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -4882322.000000 Penalty: 12622.450195
	Iteration 39Q: 3 clusters Score -4882322 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -4882592.500000 Penalty: 12622.450195
	Iteration 40F: 3 clusters Score -4882592 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -4882839.500000 Penalty: 12622.450195
	Iteration 41Q: 3 clusters Score -4882840 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 26107 members 
Entering Unmasked Estep 
Score: -4883067.000000 Penalty: 12622.450195
	Iteration 42Q: 3 clusters Score -4883067 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 26479 members 
Entering Unmasked Estep 
Score: -4883264.500000 Penalty: 12622.450195
	Iteration 43Q: 3 clusters Score -4883264 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 26813 members 
Entering Unmasked Estep 
Score: -4883442.000000 Penalty: 12622.450195
	Iteration 44Q: 3 clusters Score -4883442 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 27095 members 
Entering Unmasked Estep 
Score: -4883628.500000 Penalty: 12622.450195
	Iteration 45Q: 3 clusters Score -4883628 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 27352 members 
Entering Unmasked Estep 
Score: -4883792.500000 Penalty: 12622.450195
	Iteration 46Q: 3 clusters Score -4883792 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 27556 members 
Entering Unmasked Estep 
Score: -4883898.500000 Penalty: 12622.450195
	Iteration 47Q: 3 clusters Score -4883898 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 27728 members 
Entering Unmasked Estep 
Score: -4883980.000000 Penalty: 12622.450195
	Iteration 48Q: 3 clusters Score -4883980 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 27861 members 
Entering Unmasked Estep 
Score: -4884074.000000 Penalty: 12622.450195
	Iteration 49Q: 3 clusters Score -4884074 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 27971 members 
Entering Unmasked Estep 
Score: -4884135.500000 Penalty: 12622.450195
	Iteration 50Q: 3 clusters Score -4884136 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 28066 members 
Entering Unmasked Estep 
Score: -4884199.500000 Penalty: 12622.450195
	Iteration 51Q: 3 clusters Score -4884200 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -4884273.000000 Penalty: 12622.450195
	Iteration 52Q: 3 clusters Score -4884273 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 28227 members 
Entering Unmasked Estep 
Score: -4884317.500000 Penalty: 12622.450195
	Iteration 53Q: 3 clusters Score -4884318 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 28290 members 
Entering Unmasked Estep 
Score: -4884361.000000 Penalty: 12622.450195
	Iteration 54Q: 3 clusters Score -4884361 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 28339 members 
Entering Unmasked Estep 
Score: -4884397.500000 Penalty: 12622.450195
	Iteration 55Q: 3 clusters Score -4884398 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 28374 members 
Entering Unmasked Estep 
Score: -4884419.000000 Penalty: 12622.450195
	Iteration 56Q: 3 clusters Score -4884419 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 28406 members 
Entering Unmasked Estep 
Score: -4884444.500000 Penalty: 12622.450195
	Iteration 57Q: 3 clusters Score -4884444 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 28429 members 
Entering Unmasked Estep 
Score: -4884458.000000 Penalty: 12622.450195
	Iteration 58Q: 3 clusters Score -4884458 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 28449 members 
Entering Unmasked Estep 
Score: -4884477.500000 Penalty: 12622.450195
	Iteration 59Q: 3 clusters Score -4884478 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 28471 members 
Entering Unmasked Estep 
Score: -4884502.000000 Penalty: 12622.450195
	Iteration 60F: 3 clusters Score -4884502 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 28492 members 
Entering Unmasked Estep 
Score: -4884501.000000 Penalty: 12622.450195
	Iteration 61Q: 3 clusters Score -4884501 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 28507 members 
Entering Unmasked Estep 
Score: -4884515.500000 Penalty: 12622.450195
	Iteration 62Q: 3 clusters Score -4884516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 28520 members 
Entering Unmasked Estep 
Score: -4884525.000000 Penalty: 12622.450195
	Iteration 63Q: 3 clusters Score -4884525 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 28530 members 
Entering Unmasked Estep 
Score: -4884529.500000 Penalty: 12622.450195
	Iteration 64Q: 3 clusters Score -4884530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 28542 members 
Entering Unmasked Estep 
Score: -4884529.500000 Penalty: 12622.450195
	Iteration 65Q: 3 clusters Score -4884530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 28548 members 
Entering Unmasked Estep 
Score: -4884527.000000 Penalty: 12622.450195
	Iteration 66Q: 3 clusters Score -4884527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 28558 members 
Entering Unmasked Estep 
Score: -4884545.000000 Penalty: 12622.450195
	Iteration 67Q: 3 clusters Score -4884545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 28566 members 
Entering Unmasked Estep 
Score: -4884547.000000 Penalty: 12622.450195
	Iteration 68Q: 3 clusters Score -4884547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 28568 members 
Entering Unmasked Estep 
Score: -4884556.500000 Penalty: 12622.450195
	Iteration 69Q: 3 clusters Score -4884556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 28569 members 
Entering Unmasked Estep 
Score: -4884559.000000 Penalty: 12622.450195
	Iteration 70Q: 3 clusters Score -4884559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 28569 members 
Entering Unmasked Estep 
Score: -4884561.500000 Penalty: 12622.450195
	Iteration 71Q: 3 clusters Score -4884562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 28568 members 
Entering Unmasked Estep 
Score: -4884565.000000 Penalty: 12622.450195
	Iteration 72Q: 3 clusters Score -4884565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 28569 members 
Entering Unmasked Estep 
Score: -4884565.000000 Penalty: 12622.450195
	Iteration 73Q: 3 clusters Score -4884565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 28570 members 
Entering Unmasked Estep 
Score: -4884565.000000 Penalty: 12622.450195
	Iteration 74Q: 3 clusters Score -4884565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 28570 members 
Entering Unmasked Estep 
Score: -4884565.000000 Penalty: 12622.450195
	Iteration 75F: 3 clusters Score -4884565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (52874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52874 members 
Entering Unmasked Estep 
Score: -9115567.000000 Penalty: 6661.345703
	Iteration 0F: 2 clusters Score -9115567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -9078126.000000 Penalty: 13322.691406
	Iteration 0F: 3 clusters Score -9078126 nChanged 23421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 27670 members 
Entering Unmasked Estep 
Score: -9090608.000000 Penalty: 13322.691406
	Iteration 1F: 3 clusters Score -9090608 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 28398 members 
Entering Unmasked Estep 
Score: -9091703.000000 Penalty: 13322.691406
	Iteration 2F: 3 clusters Score -9091703 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 29363 members 
Entering Unmasked Estep 
Score: -9092700.000000 Penalty: 13322.691406
	Iteration 3Q: 3 clusters Score -9092700 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 30695 members 
Entering Unmasked Estep 
Score: -9093706.000000 Penalty: 13322.691406
	Iteration 4Q: 3 clusters Score -9093706 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 32486 members 
Entering Unmasked Estep 
Score: -9095007.000000 Penalty: 13322.691406
	Iteration 5Q: 3 clusters Score -9095007 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 34698 members 
Entering Unmasked Estep 
Score: -9096635.000000 Penalty: 13322.691406
	Iteration 6F: 3 clusters Score -9096635 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 37353 members 
Entering Unmasked Estep 
Score: -9098677.000000 Penalty: 13322.691406
	Iteration 7F: 3 clusters Score -9098677 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 40331 members 
Entering Unmasked Estep 
Score: -9101097.000000 Penalty: 13322.691406
	Iteration 8F: 3 clusters Score -9101097 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 43292 members 
Entering Unmasked Estep 
Score: -9103779.000000 Penalty: 13322.691406
	Iteration 9F: 3 clusters Score -9103779 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 45733 members 
Entering Unmasked Estep 
Score: -9106006.000000 Penalty: 13322.691406
	Iteration 10Q: 3 clusters Score -9106006 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 47385 members 
Entering Unmasked Estep 
Score: -9107482.000000 Penalty: 13322.691406
	Iteration 11Q: 3 clusters Score -9107482 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 48407 members 
Entering Unmasked Estep 
Score: -9108486.000000 Penalty: 13322.691406
	Iteration 12Q: 3 clusters Score -9108486 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 48977 members 
Entering Unmasked Estep 
Score: -9109083.000000 Penalty: 13322.691406
	Iteration 13Q: 3 clusters Score -9109083 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 49344 members 
Entering Unmasked Estep 
Score: -9109429.000000 Penalty: 13322.691406
	Iteration 14Q: 3 clusters Score -9109429 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 49595 members 
Entering Unmasked Estep 
Score: -9109652.000000 Penalty: 13322.691406
	Iteration 15Q: 3 clusters Score -9109652 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 49774 members 
Entering Unmasked Estep 
Score: -9109791.000000 Penalty: 13322.691406
	Iteration 16Q: 3 clusters Score -9109791 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 49926 members 
Entering Unmasked Estep 
Score: -9109902.000000 Penalty: 13322.691406
	Iteration 17Q: 3 clusters Score -9109902 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 50045 members 
Entering Unmasked Estep 
Score: -9109953.000000 Penalty: 13322.691406
	Iteration 18Q: 3 clusters Score -9109953 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 50128 members 
Entering Unmasked Estep 
Score: -9109993.000000 Penalty: 13322.691406
	Iteration 19Q: 3 clusters Score -9109993 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 50202 members 
Entering Unmasked Estep 
Score: -9110044.000000 Penalty: 13322.691406
	Iteration 20F: 3 clusters Score -9110044 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 50277 members 
Entering Unmasked Estep 
Score: -9110073.000000 Penalty: 13322.691406
	Iteration 21Q: 3 clusters Score -9110073 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 50340 members 
Entering Unmasked Estep 
Score: -9110108.000000 Penalty: 13322.691406
	Iteration 22Q: 3 clusters Score -9110108 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 50389 members 
Entering Unmasked Estep 
Score: -9110132.000000 Penalty: 13322.691406
	Iteration 23Q: 3 clusters Score -9110132 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 50422 members 
Entering Unmasked Estep 
Score: -9110138.000000 Penalty: 13322.691406
	Iteration 24Q: 3 clusters Score -9110138 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 50452 members 
Entering Unmasked Estep 
Score: -9110136.000000 Penalty: 13322.691406
	Iteration 25Q: 3 clusters Score -9110136 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 50476 members 
Entering Unmasked Estep 
Score: -9110156.000000 Penalty: 13322.691406
	Iteration 26Q: 3 clusters Score -9110156 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 50493 members 
Entering Unmasked Estep 
Score: -9110164.000000 Penalty: 13322.691406
	Iteration 27Q: 3 clusters Score -9110164 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 50510 members 
Entering Unmasked Estep 
Score: -9110183.000000 Penalty: 13322.691406
	Iteration 28Q: 3 clusters Score -9110183 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 50524 members 
Entering Unmasked Estep 
Score: -9110184.000000 Penalty: 13322.691406
	Iteration 29Q: 3 clusters Score -9110184 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 50540 members 
Entering Unmasked Estep 
Score: -9110205.000000 Penalty: 13322.691406
	Iteration 30Q: 3 clusters Score -9110205 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 50550 members 
Entering Unmasked Estep 
Score: -9110191.000000 Penalty: 13322.691406
	Iteration 31Q: 3 clusters Score -9110191 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 50557 members 
Entering Unmasked Estep 
Score: -9110203.000000 Penalty: 13322.691406
	Iteration 32Q: 3 clusters Score -9110203 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 50567 members 
Entering Unmasked Estep 
Score: -9110207.000000 Penalty: 13322.691406
	Iteration 33Q: 3 clusters Score -9110207 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 50586 members 
Entering Unmasked Estep 
Score: -9110207.000000 Penalty: 13322.691406
	Iteration 34Q: 3 clusters Score -9110207 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 50604 members 
Entering Unmasked Estep 
Score: -9110219.000000 Penalty: 13322.691406
	Iteration 35Q: 3 clusters Score -9110219 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 50618 members 
Entering Unmasked Estep 
Score: -9110232.000000 Penalty: 13322.691406
	Iteration 36Q: 3 clusters Score -9110232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 50629 members 
Entering Unmasked Estep 
Score: -9110241.000000 Penalty: 13322.691406
	Iteration 37Q: 3 clusters Score -9110241 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 50641 members 
Entering Unmasked Estep 
Score: -9110250.000000 Penalty: 13322.691406
	Iteration 38Q: 3 clusters Score -9110250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 50646 members 
Entering Unmasked Estep 
Score: -9110250.000000 Penalty: 13322.691406
	Iteration 39Q: 3 clusters Score -9110250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 50657 members 
Entering Unmasked Estep 
Score: -9110251.000000 Penalty: 13322.691406
	Iteration 40F: 3 clusters Score -9110251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 50660 members 
Entering Unmasked Estep 
Score: -9110248.000000 Penalty: 13322.691406
	Iteration 41Q: 3 clusters Score -9110248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 50665 members 
Entering Unmasked Estep 
Score: -9110246.000000 Penalty: 13322.691406
	Iteration 42Q: 3 clusters Score -9110246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 50675 members 
Entering Unmasked Estep 
Score: -9110250.000000 Penalty: 13322.691406
	Iteration 43Q: 3 clusters Score -9110250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 50678 members 
Entering Unmasked Estep 
Score: -9110249.000000 Penalty: 13322.691406
	Iteration 44Q: 3 clusters Score -9110249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 50682 members 
Entering Unmasked Estep 
Score: -9110252.000000 Penalty: 13322.691406
	Iteration 45Q: 3 clusters Score -9110252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 50684 members 
Entering Unmasked Estep 
Score: -9110258.000000 Penalty: 13322.691406
	Iteration 46Q: 3 clusters Score -9110258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 50686 members 
Entering Unmasked Estep 
Score: -9110253.000000 Penalty: 13322.691406
	Iteration 47Q: 3 clusters Score -9110253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 50687 members 
Entering Unmasked Estep 
Score: -9110257.000000 Penalty: 13322.691406
	Iteration 48Q: 3 clusters Score -9110257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 50689 members 
Entering Unmasked Estep 
Score: -9110267.000000 Penalty: 13322.691406
	Iteration 49Q: 3 clusters Score -9110267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 50689 members 
Entering Unmasked Estep 
Score: -9110268.000000 Penalty: 13322.691406
	Iteration 50Q: 3 clusters Score -9110268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 50692 members 
Entering Unmasked Estep 
Score: -9110269.000000 Penalty: 13322.691406
	Iteration 51Q: 3 clusters Score -9110269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 50693 members 
Entering Unmasked Estep 
Score: -9110264.000000 Penalty: 13322.691406
	Iteration 52Q: 3 clusters Score -9110264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 50694 members 
Entering Unmasked Estep 
Score: -9110263.000000 Penalty: 13322.691406
	Iteration 53Q: 3 clusters Score -9110263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 50694 members 
Entering Unmasked Estep 
Score: -9110263.000000 Penalty: 13322.691406
	Iteration 54F: 3 clusters Score -9110263 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (36831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36831 members 
Entering Unmasked Estep 
Score: -6224880.000000 Penalty: 6439.883301
	Iteration 0F: 2 clusters Score -6224880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -6197507.000000 Penalty: 12879.766602
	Iteration 0F: 3 clusters Score -6197507 nChanged 15815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -6205970.500000 Penalty: 12879.766602
	Iteration 1F: 3 clusters Score -6205970 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -6206776.000000 Penalty: 12879.766602
	Iteration 2F: 3 clusters Score -6206776 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -6207418.000000 Penalty: 12879.766602
	Iteration 3Q: 3 clusters Score -6207418 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -6207928.000000 Penalty: 12879.766602
	Iteration 4Q: 3 clusters Score -6207928 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -6208411.500000 Penalty: 12879.766602
	Iteration 5Q: 3 clusters Score -6208412 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -6208831.000000 Penalty: 12879.766602
	Iteration 6Q: 3 clusters Score -6208831 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -6209295.500000 Penalty: 12879.766602
	Iteration 7Q: 3 clusters Score -6209296 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -6209757.500000 Penalty: 12879.766602
	Iteration 8Q: 3 clusters Score -6209758 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 22371 members 
Entering Unmasked Estep 
Score: -6210400.500000 Penalty: 12879.766602
	Iteration 9Q: 3 clusters Score -6210400 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -6211090.500000 Penalty: 12879.766602
	Iteration 10Q: 3 clusters Score -6211090 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -6211919.000000 Penalty: 12879.766602
	Iteration 11Q: 3 clusters Score -6211919 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
Score: -6212709.000000 Penalty: 12879.766602
	Iteration 12Q: 3 clusters Score -6212709 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 26634 members 
Entering Unmasked Estep 
Score: -6213515.500000 Penalty: 12879.766602
	Iteration 13Q: 3 clusters Score -6213516 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
Score: -6214223.500000 Penalty: 12879.766602
	Iteration 14Q: 3 clusters Score -6214224 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 28792 members 
Entering Unmasked Estep 
Score: -6214836.500000 Penalty: 12879.766602
	Iteration 15Q: 3 clusters Score -6214836 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 29714 members 
Entering Unmasked Estep 
Score: -6215406.000000 Penalty: 12879.766602
	Iteration 16Q: 3 clusters Score -6215406 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 30537 members 
Entering Unmasked Estep 
Score: -6215865.500000 Penalty: 12879.766602
	Iteration 17Q: 3 clusters Score -6215866 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 31305 members 
Entering Unmasked Estep 
Score: -6216353.000000 Penalty: 12879.766602
	Iteration 18Q: 3 clusters Score -6216353 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 32048 members 
Entering Unmasked Estep 
Score: -6216843.000000 Penalty: 12879.766602
	Iteration 19Q: 3 clusters Score -6216843 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 32713 members 
Entering Unmasked Estep 
Score: -6217306.000000 Penalty: 12879.766602
	Iteration 20F: 3 clusters Score -6217306 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 33325 members 
Entering Unmasked Estep 
Score: -6217796.500000 Penalty: 12879.766602
	Iteration 21Q: 3 clusters Score -6217796 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 33856 members 
Entering Unmasked Estep 
Score: -6218237.500000 Penalty: 12879.766602
	Iteration 22Q: 3 clusters Score -6218238 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 34256 members 
Entering Unmasked Estep 
Score: -6218530.000000 Penalty: 12879.766602
	Iteration 23Q: 3 clusters Score -6218530 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 34546 members 
Entering Unmasked Estep 
Score: -6218732.500000 Penalty: 12879.766602
	Iteration 24Q: 3 clusters Score -6218732 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 34746 members 
Entering Unmasked Estep 
Score: -6218876.000000 Penalty: 12879.766602
	Iteration 25Q: 3 clusters Score -6218876 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 34901 members 
Entering Unmasked Estep 
Score: -6218978.000000 Penalty: 12879.766602
	Iteration 26Q: 3 clusters Score -6218978 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 35025 members 
Entering Unmasked Estep 
Score: -6219070.000000 Penalty: 12879.766602
	Iteration 27Q: 3 clusters Score -6219070 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 35117 members 
Entering Unmasked Estep 
Score: -6219134.000000 Penalty: 12879.766602
	Iteration 28Q: 3 clusters Score -6219134 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 35194 members 
Entering Unmasked Estep 
Score: -6219205.000000 Penalty: 12879.766602
	Iteration 29Q: 3 clusters Score -6219205 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 35271 members 
Entering Unmasked Estep 
Score: -6219260.000000 Penalty: 12879.766602
	Iteration 30Q: 3 clusters Score -6219260 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 35323 members 
Entering Unmasked Estep 
Score: -6219299.000000 Penalty: 12879.766602
	Iteration 31Q: 3 clusters Score -6219299 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 35357 members 
Entering Unmasked Estep 
Score: -6219335.500000 Penalty: 12879.766602
	Iteration 32Q: 3 clusters Score -6219336 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 35374 members 
Entering Unmasked Estep 
Score: -6219357.000000 Penalty: 12879.766602
	Iteration 33Q: 3 clusters Score -6219357 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 35397 members 
Entering Unmasked Estep 
Score: -6219383.500000 Penalty: 12879.766602
	Iteration 34Q: 3 clusters Score -6219384 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 35417 members 
Entering Unmasked Estep 
Score: -6219393.500000 Penalty: 12879.766602
	Iteration 35Q: 3 clusters Score -6219394 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 35428 members 
Entering Unmasked Estep 
Score: -6219398.500000 Penalty: 12879.766602
	Iteration 36Q: 3 clusters Score -6219398 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 35442 members 
Entering Unmasked Estep 
Score: -6219418.000000 Penalty: 12879.766602
	Iteration 37Q: 3 clusters Score -6219418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 35456 members 
Entering Unmasked Estep 
Score: -6219418.000000 Penalty: 12879.766602
	Iteration 38Q: 3 clusters Score -6219418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 35472 members 
Entering Unmasked Estep 
Score: -6219427.000000 Penalty: 12879.766602
	Iteration 39Q: 3 clusters Score -6219427 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 35487 members 
Entering Unmasked Estep 
Score: -6219449.000000 Penalty: 12879.766602
	Iteration 40F: 3 clusters Score -6219449 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 35495 members 
Entering Unmasked Estep 
Score: -6219459.000000 Penalty: 12879.766602
	Iteration 41Q: 3 clusters Score -6219459 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 35510 members 
Entering Unmasked Estep 
Score: -6219474.500000 Penalty: 12879.766602
	Iteration 42Q: 3 clusters Score -6219474 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 35524 members 
Entering Unmasked Estep 
Score: -6219490.500000 Penalty: 12879.766602
	Iteration 43Q: 3 clusters Score -6219490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 35534 members 
Entering Unmasked Estep 
Score: -6219502.500000 Penalty: 12879.766602
	Iteration 44Q: 3 clusters Score -6219502 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 35548 members 
Entering Unmasked Estep 
Score: -6219521.000000 Penalty: 12879.766602
	Iteration 45Q: 3 clusters Score -6219521 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 35558 members 
Entering Unmasked Estep 
Score: -6219548.000000 Penalty: 12879.766602
	Iteration 46Q: 3 clusters Score -6219548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 35573 members 
Entering Unmasked Estep 
Score: -6219561.000000 Penalty: 12879.766602
	Iteration 47Q: 3 clusters Score -6219561 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 35584 members 
Entering Unmasked Estep 
Score: -6219596.000000 Penalty: 12879.766602
	Iteration 48Q: 3 clusters Score -6219596 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 35586 members 
Entering Unmasked Estep 
Score: -6219591.000000 Penalty: 12879.766602
	Iteration 49Q: 3 clusters Score -6219591 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 35596 members 
Entering Unmasked Estep 
Score: -6219617.000000 Penalty: 12879.766602
	Iteration 50Q: 3 clusters Score -6219617 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 35606 members 
Entering Unmasked Estep 
Score: -6219619.500000 Penalty: 12879.766602
	Iteration 51Q: 3 clusters Score -6219620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 35615 members 
Entering Unmasked Estep 
Score: -6219644.500000 Penalty: 12879.766602
	Iteration 52Q: 3 clusters Score -6219644 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 35623 members 
Entering Unmasked Estep 
Score: -6219653.500000 Penalty: 12879.766602
	Iteration 53Q: 3 clusters Score -6219654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 35627 members 
Entering Unmasked Estep 
Score: -6219658.000000 Penalty: 12879.766602
	Iteration 54Q: 3 clusters Score -6219658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 35631 members 
Entering Unmasked Estep 
Score: -6219664.500000 Penalty: 12879.766602
	Iteration 55Q: 3 clusters Score -6219664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 35633 members 
Entering Unmasked Estep 
Score: -6219662.000000 Penalty: 12879.766602
	Iteration 56Q: 3 clusters Score -6219662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 35636 members 
Entering Unmasked Estep 
Score: -6219674.500000 Penalty: 12879.766602
	Iteration 57Q: 3 clusters Score -6219674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 35642 members 
Entering Unmasked Estep 
Score: -6219692.000000 Penalty: 12879.766602
	Iteration 58Q: 3 clusters Score -6219692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 35651 members 
Entering Unmasked Estep 
Score: -6219681.500000 Penalty: 12879.766602
	Iteration 59Q: 3 clusters Score -6219682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 35654 members 
Entering Unmasked Estep 
Score: -6219690.500000 Penalty: 12879.766602
	Iteration 60F: 3 clusters Score -6219690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 35657 members 
Entering Unmasked Estep 
Score: -6219694.000000 Penalty: 12879.766602
	Iteration 61Q: 3 clusters Score -6219694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 35657 members 
Entering Unmasked Estep 
Score: -6219706.500000 Penalty: 12879.766602
	Iteration 62Q: 3 clusters Score -6219706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 35659 members 
Entering Unmasked Estep 
Score: -6219708.000000 Penalty: 12879.766602
	Iteration 63Q: 3 clusters Score -6219708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 35663 members 
Entering Unmasked Estep 
Score: -6219718.000000 Penalty: 12879.766602
	Iteration 64Q: 3 clusters Score -6219718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 35667 members 
Entering Unmasked Estep 
Score: -6219729.500000 Penalty: 12879.766602
	Iteration 65Q: 3 clusters Score -6219730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 35669 members 
Entering Unmasked Estep 
Score: -6219730.000000 Penalty: 12879.766602
	Iteration 66Q: 3 clusters Score -6219730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 35675 members 
Entering Unmasked Estep 
Score: -6219733.000000 Penalty: 12879.766602
	Iteration 67Q: 3 clusters Score -6219733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 35675 members 
Entering Unmasked Estep 
Score: -6219731.500000 Penalty: 12879.766602
	Iteration 68Q: 3 clusters Score -6219732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 35676 members 
Entering Unmasked Estep 
Score: -6219741.500000 Penalty: 12879.766602
	Iteration 69Q: 3 clusters Score -6219742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 35676 members 
Entering Unmasked Estep 
Score: -6219741.000000 Penalty: 12879.766602
	Iteration 70Q: 3 clusters Score -6219741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 35678 members 
Entering Unmasked Estep 
Score: -6219741.000000 Penalty: 12879.766602
	Iteration 71Q: 3 clusters Score -6219741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 35679 members 
Entering Unmasked Estep 
Score: -6219748.000000 Penalty: 12879.766602
	Iteration 72Q: 3 clusters Score -6219748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 35680 members 
Entering Unmasked Estep 
Score: -6219747.500000 Penalty: 12879.766602
	Iteration 73Q: 3 clusters Score -6219748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 35681 members 
Entering Unmasked Estep 
Score: -6219761.000000 Penalty: 12879.766602
	Iteration 74Q: 3 clusters Score -6219761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 35681 members 
Entering Unmasked Estep 
Score: -6219761.000000 Penalty: 12879.766602
	Iteration 75F: 3 clusters Score -6219761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Entering Unmasked Estep 
Score: -153576.234375 Penalty: 4237.701172
	Iteration 0F: 2 clusters Score -153576.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -149526.484375 Penalty: 8475.402344
	Iteration 0F: 3 clusters Score -149526.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -150046.093750 Penalty: 8475.402344
	Iteration 1F: 3 clusters Score -150046.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -150405.968750 Penalty: 8475.402344
	Iteration 2F: 3 clusters Score -150406 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -150575.484375 Penalty: 8475.402344
	Iteration 3Q: 3 clusters Score -150575.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -150742.140625 Penalty: 8475.402344
	Iteration 4Q: 3 clusters Score -150742.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -150832.015625 Penalty: 8475.402344
	Iteration 5Q: 3 clusters Score -150832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -150927.312500 Penalty: 8475.402344
	Iteration 6Q: 3 clusters Score -150927.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -151055.062500 Penalty: 8475.402344
	Iteration 7Q: 3 clusters Score -151055.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -151153.859375 Penalty: 8475.402344
	Iteration 8Q: 3 clusters Score -151153.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -151202.750000 Penalty: 8475.402344
	Iteration 9Q: 3 clusters Score -151202.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -151235.234375 Penalty: 8475.402344
	Iteration 10Q: 3 clusters Score -151235.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -151269.750000 Penalty: 8475.402344
	Iteration 11Q: 3 clusters Score -151269.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -151291.906250 Penalty: 8475.402344
	Iteration 12Q: 3 clusters Score -151291.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -151315.265625 Penalty: 8475.402344
	Iteration 13Q: 3 clusters Score -151315.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -151346.265625 Penalty: 8475.402344
	Iteration 14Q: 3 clusters Score -151346.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -151371.234375 Penalty: 8475.402344
	Iteration 15Q: 3 clusters Score -151371.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -151385.453125 Penalty: 8475.402344
	Iteration 16Q: 3 clusters Score -151385.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -151390.234375 Penalty: 8475.402344
	Iteration 17Q: 3 clusters Score -151390.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -151391.890625 Penalty: 8475.402344
	Iteration 18Q: 3 clusters Score -151391.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -151391.890625 Penalty: 8475.402344
	Iteration 19F: 3 clusters Score -151391.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Entering Unmasked Estep 
Score: -507714.437500 Penalty: 4917.229004
	Iteration 0F: 2 clusters Score -507714.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -501941.718750 Penalty: 9834.458008
	Iteration 0F: 3 clusters Score -501941.7 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -502770.656250 Penalty: 9834.458008
	Iteration 1F: 3 clusters Score -502770.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -503066.250000 Penalty: 9834.458008
	Iteration 2F: 3 clusters Score -503066.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -503235.843750 Penalty: 9834.458008
	Iteration 3Q: 3 clusters Score -503235.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -503418.281250 Penalty: 9834.458008
	Iteration 4Q: 3 clusters Score -503418.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -503646.156250 Penalty: 9834.458008
	Iteration 5Q: 3 clusters Score -503646.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -504015.062500 Penalty: 9834.458008
	Iteration 6Q: 3 clusters Score -504015.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -504550.875000 Penalty: 9834.458008
	Iteration 7F: 3 clusters Score -504550.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -505083.062500 Penalty: 9834.458008
	Iteration 8F: 3 clusters Score -505083.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -505560.437500 Penalty: 9834.458008
	Iteration 9F: 3 clusters Score -505560.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -506027.343750 Penalty: 9834.458008
	Iteration 10F: 3 clusters Score -506027.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -506434.718750 Penalty: 9834.458008
	Iteration 11Q: 3 clusters Score -506434.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -506644.406250 Penalty: 9834.458008
	Iteration 12Q: 3 clusters Score -506644.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -506767.906250 Penalty: 9834.458008
	Iteration 13Q: 3 clusters Score -506767.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -506835.687500 Penalty: 9834.458008
	Iteration 14Q: 3 clusters Score -506835.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -506899.906250 Penalty: 9834.458008
	Iteration 15Q: 3 clusters Score -506899.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -506966.250000 Penalty: 9834.458008
	Iteration 16Q: 3 clusters Score -506966.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -507026.187500 Penalty: 9834.458008
	Iteration 17Q: 3 clusters Score -507026.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -507163.156250 Penalty: 9834.458008
	Iteration 18Q: 3 clusters Score -507163.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -507428.718750 Penalty: 9834.458008
	Iteration 19Q: 3 clusters Score -507428.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -507673.125000 Penalty: 9834.458008
	Iteration 20F: 3 clusters Score -507673.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -507749.875000 Penalty: 9834.458008
	Iteration 21Q: 3 clusters Score -507749.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -507797.281250 Penalty: 9834.458008
	Iteration 22Q: 3 clusters Score -507797.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -507808.000000 Penalty: 9834.458008
	Iteration 23Q: 3 clusters Score -507808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -507813.312500 Penalty: 9834.458008
	Iteration 24Q: 3 clusters Score -507813.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -507815.812500 Penalty: 9834.458008
	Iteration 25Q: 3 clusters Score -507815.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -507819.562500 Penalty: 9834.458008
	Iteration 26Q: 3 clusters Score -507819.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -507820.375000 Penalty: 9834.458008
	Iteration 27Q: 3 clusters Score -507820.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -507820.375000 Penalty: 9834.458008
	Iteration 28F: 3 clusters Score -507820.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208920 members 
Mstep: Class 2 contains 6947 members 
Mstep: Class 3 contains 29853 members 
Mstep: Class 4 contains 52874 members 
Mstep: Class 5 contains 36831 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 1528 members 
Mstep: Class 8 contains 13505 members 
Mstep: Class 9 contains 23036 members 
Mstep: Class 10 contains 286062 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20868 members 
Mstep: Class 13 contains 24234 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87919 members 
Mstep: Class 18 contains 514940 members 
Mstep: Class 19 contains 1538 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11438 members 
Mstep: Class 22 contains 46324 members 
Entering Unmasked Estep 
Score: -233330736.000000 Penalty: 190448.093750
Splitting cluster 7 changes total score from -233332352.000000 to -233330736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (13505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Entering Unmasked Estep 
Score: -2365541.500000 Penalty: 5825.374512
	Iteration 0F: 2 clusters Score -2365542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -2353164.750000 Penalty: 11650.749023
	Iteration 0F: 3 clusters Score -2353165 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -2355931.000000 Penalty: 11650.749023
	Iteration 1F: 3 clusters Score -2355931 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -2356395.000000 Penalty: 11650.749023
	Iteration 2F: 3 clusters Score -2356395 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -2356637.000000 Penalty: 11650.749023
	Iteration 3Q: 3 clusters Score -2356637 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -2356789.250000 Penalty: 11650.749023
	Iteration 4Q: 3 clusters Score -2356789 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -2356897.000000 Penalty: 11650.749023
	Iteration 5Q: 3 clusters Score -2356897 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -2356987.500000 Penalty: 11650.749023
	Iteration 6Q: 3 clusters Score -2356988 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -2357048.000000 Penalty: 11650.749023
	Iteration 7Q: 3 clusters Score -2357048 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -2357091.000000 Penalty: 11650.749023
	Iteration 8Q: 3 clusters Score -2357091 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -2357133.500000 Penalty: 11650.749023
	Iteration 9Q: 3 clusters Score -2357134 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -2357178.750000 Penalty: 11650.749023
	Iteration 10Q: 3 clusters Score -2357179 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -2357220.750000 Penalty: 11650.749023
	Iteration 11Q: 3 clusters Score -2357221 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -2357258.250000 Penalty: 11650.749023
	Iteration 12Q: 3 clusters Score -2357258 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -2357295.000000 Penalty: 11650.749023
	Iteration 13Q: 3 clusters Score -2357295 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -2357310.250000 Penalty: 11650.749023
	Iteration 14Q: 3 clusters Score -2357310 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -2357344.250000 Penalty: 11650.749023
	Iteration 15Q: 3 clusters Score -2357344 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -2357365.250000 Penalty: 11650.749023
	Iteration 16Q: 3 clusters Score -2357365 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -2357386.750000 Penalty: 11650.749023
	Iteration 17Q: 3 clusters Score -2357387 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -2357406.250000 Penalty: 11650.749023
	Iteration 18Q: 3 clusters Score -2357406 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -2357427.000000 Penalty: 11650.749023
	Iteration 19Q: 3 clusters Score -2357427 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -2357444.250000 Penalty: 11650.749023
	Iteration 20F: 3 clusters Score -2357444 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -2357464.250000 Penalty: 11650.749023
	Iteration 21Q: 3 clusters Score -2357464 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -2357492.250000 Penalty: 11650.749023
	Iteration 22Q: 3 clusters Score -2357492 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -2357509.000000 Penalty: 11650.749023
	Iteration 23Q: 3 clusters Score -2357509 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -2357535.500000 Penalty: 11650.749023
	Iteration 24Q: 3 clusters Score -2357536 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -2357556.500000 Penalty: 11650.749023
	Iteration 25Q: 3 clusters Score -2357556 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -2357588.000000 Penalty: 11650.749023
	Iteration 26Q: 3 clusters Score -2357588 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -2357615.000000 Penalty: 11650.749023
	Iteration 27Q: 3 clusters Score -2357615 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -2357652.000000 Penalty: 11650.749023
	Iteration 28Q: 3 clusters Score -2357652 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -2357682.750000 Penalty: 11650.749023
	Iteration 29Q: 3 clusters Score -2357683 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -2357711.750000 Penalty: 11650.749023
	Iteration 30Q: 3 clusters Score -2357712 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -2357757.250000 Penalty: 11650.749023
	Iteration 31Q: 3 clusters Score -2357757 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -2357812.500000 Penalty: 11650.749023
	Iteration 32Q: 3 clusters Score -2357812 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -2357866.500000 Penalty: 11650.749023
	Iteration 33Q: 3 clusters Score -2357866 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -2357921.500000 Penalty: 11650.749023
	Iteration 34Q: 3 clusters Score -2357922 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -2357976.250000 Penalty: 11650.749023
	Iteration 35Q: 3 clusters Score -2357976 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -2358053.250000 Penalty: 11650.749023
	Iteration 36Q: 3 clusters Score -2358053 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -2358128.250000 Penalty: 11650.749023
	Iteration 37Q: 3 clusters Score -2358128 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -2358221.750000 Penalty: 11650.749023
	Iteration 38Q: 3 clusters Score -2358222 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -2358320.750000 Penalty: 11650.749023
	Iteration 39Q: 3 clusters Score -2358321 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -2358430.250000 Penalty: 11650.749023
	Iteration 40F: 3 clusters Score -2358430 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -2358564.250000 Penalty: 11650.749023
	Iteration 41Q: 3 clusters Score -2358564 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -2358686.250000 Penalty: 11650.749023
	Iteration 42Q: 3 clusters Score -2358686 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -2358820.000000 Penalty: 11650.749023
	Iteration 43Q: 3 clusters Score -2358820 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -2358953.000000 Penalty: 11650.749023
	Iteration 44Q: 3 clusters Score -2358953 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -2359101.750000 Penalty: 11650.749023
	Iteration 45Q: 3 clusters Score -2359102 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -2359252.250000 Penalty: 11650.749023
	Iteration 46Q: 3 clusters Score -2359252 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -2359399.750000 Penalty: 11650.749023
	Iteration 47Q: 3 clusters Score -2359400 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -2359523.000000 Penalty: 11650.749023
	Iteration 48Q: 3 clusters Score -2359523 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -2359649.500000 Penalty: 11650.749023
	Iteration 49Q: 3 clusters Score -2359650 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -2359747.500000 Penalty: 11650.749023
	Iteration 50Q: 3 clusters Score -2359748 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -2359851.000000 Penalty: 11650.749023
	Iteration 51Q: 3 clusters Score -2359851 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -2359942.000000 Penalty: 11650.749023
	Iteration 52Q: 3 clusters Score -2359942 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -2360020.250000 Penalty: 11650.749023
	Iteration 53Q: 3 clusters Score -2360020 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -2360102.000000 Penalty: 11650.749023
	Iteration 54Q: 3 clusters Score -2360102 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -2360166.750000 Penalty: 11650.749023
	Iteration 55Q: 3 clusters Score -2360167 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -2360228.750000 Penalty: 11650.749023
	Iteration 56Q: 3 clusters Score -2360229 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -2360256.000000 Penalty: 11650.749023
	Iteration 57Q: 3 clusters Score -2360256 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -2360283.250000 Penalty: 11650.749023
	Iteration 58Q: 3 clusters Score -2360283 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -2360299.000000 Penalty: 11650.749023
	Iteration 59Q: 3 clusters Score -2360299 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -2360320.000000 Penalty: 11650.749023
	Iteration 60F: 3 clusters Score -2360320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -2360341.000000 Penalty: 11650.749023
	Iteration 61Q: 3 clusters Score -2360341 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -2360358.750000 Penalty: 11650.749023
	Iteration 62Q: 3 clusters Score -2360359 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -2360371.000000 Penalty: 11650.749023
	Iteration 63Q: 3 clusters Score -2360371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -2360385.000000 Penalty: 11650.749023
	Iteration 64Q: 3 clusters Score -2360385 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -2360400.250000 Penalty: 11650.749023
	Iteration 65Q: 3 clusters Score -2360400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -2360402.250000 Penalty: 11650.749023
	Iteration 66Q: 3 clusters Score -2360402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -2360407.250000 Penalty: 11650.749023
	Iteration 67Q: 3 clusters Score -2360407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -2360411.000000 Penalty: 11650.749023
	Iteration 68Q: 3 clusters Score -2360411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -2360421.500000 Penalty: 11650.749023
	Iteration 69Q: 3 clusters Score -2360422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -2360424.500000 Penalty: 11650.749023
	Iteration 70Q: 3 clusters Score -2360424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -2360428.500000 Penalty: 11650.749023
	Iteration 71Q: 3 clusters Score -2360428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -2360438.250000 Penalty: 11650.749023
	Iteration 72Q: 3 clusters Score -2360438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -2360444.750000 Penalty: 11650.749023
	Iteration 73Q: 3 clusters Score -2360445 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -2360461.500000 Penalty: 11650.749023
	Iteration 74Q: 3 clusters Score -2360462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -2360465.000000 Penalty: 11650.749023
	Iteration 75Q: 3 clusters Score -2360465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -2360466.250000 Penalty: 11650.749023
	Iteration 76Q: 3 clusters Score -2360466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -2360466.250000 Penalty: 11650.749023
	Iteration 77F: 3 clusters Score -2360466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (23036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23036 members 
Entering Unmasked Estep 
Score: -3932450.500000 Penalty: 6152.448242
	Iteration 0F: 2 clusters Score -3932450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -3914050.250000 Penalty: 12304.896484
	Iteration 0F: 3 clusters Score -3914050 nChanged 9392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -3919099.250000 Penalty: 12304.896484
	Iteration 1F: 3 clusters Score -3919099 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -3919699.750000 Penalty: 12304.896484
	Iteration 2F: 3 clusters Score -3919700 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -3920063.500000 Penalty: 12304.896484
	Iteration 3Q: 3 clusters Score -3920064 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -3920281.750000 Penalty: 12304.896484
	Iteration 4Q: 3 clusters Score -3920282 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -3920454.250000 Penalty: 12304.896484
	Iteration 5Q: 3 clusters Score -3920454 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -3920599.000000 Penalty: 12304.896484
	Iteration 6Q: 3 clusters Score -3920599 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -3920720.750000 Penalty: 12304.896484
	Iteration 7Q: 3 clusters Score -3920721 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -3920805.000000 Penalty: 12304.896484
	Iteration 8Q: 3 clusters Score -3920805 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -3920869.750000 Penalty: 12304.896484
	Iteration 9Q: 3 clusters Score -3920870 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -3920960.500000 Penalty: 12304.896484
	Iteration 10Q: 3 clusters Score -3920960 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -3921003.000000 Penalty: 12304.896484
	Iteration 11Q: 3 clusters Score -3921003 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -3921038.250000 Penalty: 12304.896484
	Iteration 12Q: 3 clusters Score -3921038 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -3921101.500000 Penalty: 12304.896484
	Iteration 13Q: 3 clusters Score -3921102 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -3921154.500000 Penalty: 12304.896484
	Iteration 14Q: 3 clusters Score -3921154 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -3921189.000000 Penalty: 12304.896484
	Iteration 15Q: 3 clusters Score -3921189 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -3921241.250000 Penalty: 12304.896484
	Iteration 16Q: 3 clusters Score -3921241 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -3921267.750000 Penalty: 12304.896484
	Iteration 17Q: 3 clusters Score -3921268 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -3921307.000000 Penalty: 12304.896484
	Iteration 18Q: 3 clusters Score -3921307 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -3921322.250000 Penalty: 12304.896484
	Iteration 19Q: 3 clusters Score -3921322 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -3921363.750000 Penalty: 12304.896484
	Iteration 20F: 3 clusters Score -3921364 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -3921378.500000 Penalty: 12304.896484
	Iteration 21Q: 3 clusters Score -3921378 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -3921408.500000 Penalty: 12304.896484
	Iteration 22Q: 3 clusters Score -3921408 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -3921416.750000 Penalty: 12304.896484
	Iteration 23Q: 3 clusters Score -3921417 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -3921441.000000 Penalty: 12304.896484
	Iteration 24Q: 3 clusters Score -3921441 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -3921459.750000 Penalty: 12304.896484
	Iteration 25Q: 3 clusters Score -3921460 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -3921474.500000 Penalty: 12304.896484
	Iteration 26Q: 3 clusters Score -3921474 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -3921492.000000 Penalty: 12304.896484
	Iteration 27Q: 3 clusters Score -3921492 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -3921504.250000 Penalty: 12304.896484
	Iteration 28Q: 3 clusters Score -3921504 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -3921514.250000 Penalty: 12304.896484
	Iteration 29Q: 3 clusters Score -3921514 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -3921526.500000 Penalty: 12304.896484
	Iteration 30Q: 3 clusters Score -3921526 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -3921548.750000 Penalty: 12304.896484
	Iteration 31Q: 3 clusters Score -3921549 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -3921565.250000 Penalty: 12304.896484
	Iteration 32Q: 3 clusters Score -3921565 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -3921584.500000 Penalty: 12304.896484
	Iteration 33Q: 3 clusters Score -3921584 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -3921601.000000 Penalty: 12304.896484
	Iteration 34Q: 3 clusters Score -3921601 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -3921602.000000 Penalty: 12304.896484
	Iteration 35Q: 3 clusters Score -3921602 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -3921624.250000 Penalty: 12304.896484
	Iteration 36Q: 3 clusters Score -3921624 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -3921635.000000 Penalty: 12304.896484
	Iteration 37Q: 3 clusters Score -3921635 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -3921656.250000 Penalty: 12304.896484
	Iteration 38Q: 3 clusters Score -3921656 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -3921674.000000 Penalty: 12304.896484
	Iteration 39Q: 3 clusters Score -3921674 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -3921676.500000 Penalty: 12304.896484
	Iteration 40F: 3 clusters Score -3921676 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -3921699.000000 Penalty: 12304.896484
	Iteration 41Q: 3 clusters Score -3921699 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -3921724.500000 Penalty: 12304.896484
	Iteration 42Q: 3 clusters Score -3921724 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -3921755.250000 Penalty: 12304.896484
	Iteration 43Q: 3 clusters Score -3921755 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -3921788.250000 Penalty: 12304.896484
	Iteration 44Q: 3 clusters Score -3921788 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -3921828.500000 Penalty: 12304.896484
	Iteration 45Q: 3 clusters Score -3921828 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -3921875.000000 Penalty: 12304.896484
	Iteration 46Q: 3 clusters Score -3921875 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -3921936.500000 Penalty: 12304.896484
	Iteration 47Q: 3 clusters Score -3921936 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -3921988.250000 Penalty: 12304.896484
	Iteration 48Q: 3 clusters Score -3921988 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -3922049.750000 Penalty: 12304.896484
	Iteration 49Q: 3 clusters Score -3922050 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -3922146.250000 Penalty: 12304.896484
	Iteration 50Q: 3 clusters Score -3922146 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -3922243.000000 Penalty: 12304.896484
	Iteration 51Q: 3 clusters Score -3922243 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -3922371.250000 Penalty: 12304.896484
	Iteration 52Q: 3 clusters Score -3922371 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -3922525.000000 Penalty: 12304.896484
	Iteration 53Q: 3 clusters Score -3922525 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -3922751.750000 Penalty: 12304.896484
	Iteration 54Q: 3 clusters Score -3922752 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -3923019.750000 Penalty: 12304.896484
	Iteration 55Q: 3 clusters Score -3923020 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -3923344.250000 Penalty: 12304.896484
	Iteration 56Q: 3 clusters Score -3923344 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -3923738.750000 Penalty: 12304.896484
	Iteration 57Q: 3 clusters Score -3923739 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -3924145.750000 Penalty: 12304.896484
	Iteration 58Q: 3 clusters Score -3924146 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -3924604.500000 Penalty: 12304.896484
	Iteration 59Q: 3 clusters Score -3924604 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -3925038.750000 Penalty: 12304.896484
	Iteration 60F: 3 clusters Score -3925039 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -3925477.250000 Penalty: 12304.896484
	Iteration 61Q: 3 clusters Score -3925477 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -3925812.000000 Penalty: 12304.896484
	Iteration 62Q: 3 clusters Score -3925812 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -3926084.750000 Penalty: 12304.896484
	Iteration 63Q: 3 clusters Score -3926085 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -3926308.500000 Penalty: 12304.896484
	Iteration 64Q: 3 clusters Score -3926308 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -3926480.250000 Penalty: 12304.896484
	Iteration 65Q: 3 clusters Score -3926480 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -3926607.250000 Penalty: 12304.896484
	Iteration 66Q: 3 clusters Score -3926607 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -3926707.750000 Penalty: 12304.896484
	Iteration 67Q: 3 clusters Score -3926708 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
Score: -3926778.000000 Penalty: 12304.896484
	Iteration 68Q: 3 clusters Score -3926778 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -3926845.500000 Penalty: 12304.896484
	Iteration 69Q: 3 clusters Score -3926846 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 21777 members 
Entering Unmasked Estep 
Score: -3926881.750000 Penalty: 12304.896484
	Iteration 70Q: 3 clusters Score -3926882 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -3926927.000000 Penalty: 12304.896484
	Iteration 71Q: 3 clusters Score -3926927 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -3926946.750000 Penalty: 12304.896484
	Iteration 72Q: 3 clusters Score -3926947 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -3926967.000000 Penalty: 12304.896484
	Iteration 73Q: 3 clusters Score -3926967 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -3926984.750000 Penalty: 12304.896484
	Iteration 74Q: 3 clusters Score -3926985 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 21917 members 
Entering Unmasked Estep 
Score: -3927002.500000 Penalty: 12304.896484
	Iteration 75Q: 3 clusters Score -3927002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -3927017.750000 Penalty: 12304.896484
	Iteration 76Q: 3 clusters Score -3927018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -3927025.250000 Penalty: 12304.896484
	Iteration 77Q: 3 clusters Score -3927025 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -3927028.250000 Penalty: 12304.896484
	Iteration 78Q: 3 clusters Score -3927028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -3927041.750000 Penalty: 12304.896484
	Iteration 79Q: 3 clusters Score -3927042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -3927049.000000 Penalty: 12304.896484
	Iteration 80F: 3 clusters Score -3927049 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -3927060.500000 Penalty: 12304.896484
	Iteration 81Q: 3 clusters Score -3927060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 21992 members 
Entering Unmasked Estep 
Score: -3927066.250000 Penalty: 12304.896484
	Iteration 82Q: 3 clusters Score -3927066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -3927073.000000 Penalty: 12304.896484
	Iteration 83Q: 3 clusters Score -3927073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -3927072.750000 Penalty: 12304.896484
	Iteration 84Q: 3 clusters Score -3927073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -3927078.250000 Penalty: 12304.896484
	Iteration 85Q: 3 clusters Score -3927078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -3927078.250000 Penalty: 12304.896484
	Iteration 86Q: 3 clusters Score -3927078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -3927080.000000 Penalty: 12304.896484
	Iteration 87Q: 3 clusters Score -3927080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -3927082.250000 Penalty: 12304.896484
	Iteration 88Q: 3 clusters Score -3927082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -3927083.250000 Penalty: 12304.896484
	Iteration 89Q: 3 clusters Score -3927083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -3927083.250000 Penalty: 12304.896484
	Iteration 90F: 3 clusters Score -3927083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (286062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286062 members 
Entering Unmasked Estep 
Score: -49281632.000000 Penalty: 7695.427734
	Iteration 0F: 2 clusters Score -4.928163e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142357 members 
Mstep: Class 2 contains 143705 members 
Entering Unmasked Estep 
Score: -49093552.000000 Penalty: 15390.855469
	Iteration 0F: 3 clusters Score -4.909355e+07 nChanged 135971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133954 members 
Mstep: Class 2 contains 152108 members 
Entering Unmasked Estep 
Score: -49171508.000000 Penalty: 15390.855469
	Iteration 1F: 3 clusters Score -4.917151e+07 nChanged 9562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128456 members 
Mstep: Class 2 contains 157606 members 
Entering Unmasked Estep 
Score: -49174156.000000 Penalty: 15390.855469
	Iteration 2Q: 3 clusters Score -4.917416e+07 nChanged 11226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120118 members 
Mstep: Class 2 contains 165944 members 
Entering Unmasked Estep 
Score: -49178112.000000 Penalty: 15390.855469
	Iteration 3Q: 3 clusters Score -4.917811e+07 nChanged 14342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107670 members 
Mstep: Class 2 contains 178392 members 
Entering Unmasked Estep 
Score: -49185468.000000 Penalty: 15390.855469
	Iteration 4F: 3 clusters Score -4.918547e+07 nChanged 18837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90063 members 
Mstep: Class 2 contains 195999 members 
Entering Unmasked Estep 
Score: -49197348.000000 Penalty: 15390.855469
	Iteration 5F: 3 clusters Score -4.919735e+07 nChanged 23086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67707 members 
Mstep: Class 2 contains 218355 members 
Entering Unmasked Estep 
Score: -49215612.000000 Penalty: 15390.855469
	Iteration 6F: 3 clusters Score -4.921561e+07 nChanged 24531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43562 members 
Mstep: Class 2 contains 242500 members 
Entering Unmasked Estep 
Score: -49237160.000000 Penalty: 15390.855469
	Iteration 7F: 3 clusters Score -4.923716e+07 nChanged 19634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 261990 members 
Entering Unmasked Estep 
Score: -49255184.000000 Penalty: 15390.855469
	Iteration 8F: 3 clusters Score -4.925518e+07 nChanged 11632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 273522 members 
Entering Unmasked Estep 
Score: -49266116.000000 Penalty: 15390.855469
	Iteration 9Q: 3 clusters Score -4.926612e+07 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 278684 members 
Entering Unmasked Estep 
Score: -49271040.000000 Penalty: 15390.855469
	Iteration 10Q: 3 clusters Score -4.927104e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 280693 members 
Entering Unmasked Estep 
Score: -49273292.000000 Penalty: 15390.855469
	Iteration 11Q: 3 clusters Score -4.927329e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 281507 members 
Entering Unmasked Estep 
Score: -49274348.000000 Penalty: 15390.855469
	Iteration 12Q: 3 clusters Score -4.927435e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 281860 members 
Entering Unmasked Estep 
Score: -49274876.000000 Penalty: 15390.855469
	Iteration 13Q: 3 clusters Score -4.927488e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 281994 members 
Entering Unmasked Estep 
Score: -49275284.000000 Penalty: 15390.855469
	Iteration 14Q: 3 clusters Score -4.927528e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 282086 members 
Entering Unmasked Estep 
Score: -49275688.000000 Penalty: 15390.855469
	Iteration 15Q: 3 clusters Score -4.927569e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 282133 members 
Entering Unmasked Estep 
Score: -49275888.000000 Penalty: 15390.855469
	Iteration 16Q: 3 clusters Score -4.927589e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 282161 members 
Entering Unmasked Estep 
Score: -49276024.000000 Penalty: 15390.855469
	Iteration 17Q: 3 clusters Score -4.927602e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 282157 members 
Entering Unmasked Estep 
Score: -49276092.000000 Penalty: 15390.855469
	Iteration 18Q: 3 clusters Score -4.927609e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 282147 members 
Entering Unmasked Estep 
Score: -49276168.000000 Penalty: 15390.855469
	Iteration 19Q: 3 clusters Score -4.927617e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 282127 members 
Entering Unmasked Estep 
Score: -49276160.000000 Penalty: 15390.855469
	Iteration 20F: 3 clusters Score -4.927616e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 282092 members 
Entering Unmasked Estep 
Score: -49276260.000000 Penalty: 15390.855469
	Iteration 21Q: 3 clusters Score -4.927626e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 282070 members 
Entering Unmasked Estep 
Score: -49276248.000000 Penalty: 15390.855469
	Iteration 22Q: 3 clusters Score -4.927625e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 282048 members 
Entering Unmasked Estep 
Score: -49276288.000000 Penalty: 15390.855469
	Iteration 23Q: 3 clusters Score -4.927629e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 282043 members 
Entering Unmasked Estep 
Score: -49276332.000000 Penalty: 15390.855469
	Iteration 24Q: 3 clusters Score -4.927633e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 282036 members 
Entering Unmasked Estep 
Score: -49276364.000000 Penalty: 15390.855469
	Iteration 25Q: 3 clusters Score -4.927636e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 282015 members 
Entering Unmasked Estep 
Score: -49276352.000000 Penalty: 15390.855469
	Iteration 26Q: 3 clusters Score -4.927635e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 282006 members 
Entering Unmasked Estep 
Score: -49276360.000000 Penalty: 15390.855469
	Iteration 27Q: 3 clusters Score -4.927636e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 281993 members 
Entering Unmasked Estep 
Score: -49276380.000000 Penalty: 15390.855469
	Iteration 28Q: 3 clusters Score -4.927638e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 281981 members 
Entering Unmasked Estep 
Score: -49276336.000000 Penalty: 15390.855469
	Iteration 29Q: 3 clusters Score -4.927634e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 281972 members 
Entering Unmasked Estep 
Score: -49276372.000000 Penalty: 15390.855469
	Iteration 30Q: 3 clusters Score -4.927637e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 281960 members 
Entering Unmasked Estep 
Score: -49276404.000000 Penalty: 15390.855469
	Iteration 31Q: 3 clusters Score -4.92764e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 281951 members 
Entering Unmasked Estep 
Score: -49276392.000000 Penalty: 15390.855469
	Iteration 32Q: 3 clusters Score -4.927639e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 281948 members 
Entering Unmasked Estep 
Score: -49276408.000000 Penalty: 15390.855469
	Iteration 33Q: 3 clusters Score -4.927641e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 281942 members 
Entering Unmasked Estep 
Score: -49276424.000000 Penalty: 15390.855469
	Iteration 34Q: 3 clusters Score -4.927642e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 281930 members 
Entering Unmasked Estep 
Score: -49276424.000000 Penalty: 15390.855469
	Iteration 35Q: 3 clusters Score -4.927642e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 281924 members 
Entering Unmasked Estep 
Score: -49276384.000000 Penalty: 15390.855469
	Iteration 36Q: 3 clusters Score -4.927638e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 281921 members 
Entering Unmasked Estep 
Score: -49276416.000000 Penalty: 15390.855469
	Iteration 37Q: 3 clusters Score -4.927642e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 281919 members 
Entering Unmasked Estep 
Score: -49276420.000000 Penalty: 15390.855469
	Iteration 38Q: 3 clusters Score -4.927642e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 281917 members 
Entering Unmasked Estep 
Score: -49276432.000000 Penalty: 15390.855469
	Iteration 39Q: 3 clusters Score -4.927643e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 281915 members 
Entering Unmasked Estep 
Score: -49276428.000000 Penalty: 15390.855469
	Iteration 40F: 3 clusters Score -4.927643e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 281908 members 
Entering Unmasked Estep 
Score: -49276468.000000 Penalty: 15390.855469
	Iteration 41Q: 3 clusters Score -4.927647e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 281906 members 
Entering Unmasked Estep 
Score: -49276472.000000 Penalty: 15390.855469
	Iteration 42Q: 3 clusters Score -4.927647e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 281904 members 
Entering Unmasked Estep 
Score: -49276456.000000 Penalty: 15390.855469
	Iteration 43Q: 3 clusters Score -4.927646e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 281902 members 
Entering Unmasked Estep 
Score: -49276444.000000 Penalty: 15390.855469
	Iteration 44Q: 3 clusters Score -4.927644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 281901 members 
Entering Unmasked Estep 
Score: -49276396.000000 Penalty: 15390.855469
	Iteration 45Q: 3 clusters Score -4.92764e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 281901 members 
Entering Unmasked Estep 
Score: -49276420.000000 Penalty: 15390.855469
	Iteration 46Q: 3 clusters Score -4.927642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 281902 members 
Entering Unmasked Estep 
Score: -49276424.000000 Penalty: 15390.855469
	Iteration 47Q: 3 clusters Score -4.927642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 281901 members 
Entering Unmasked Estep 
Score: -49276400.000000 Penalty: 15390.855469
	Iteration 48Q: 3 clusters Score -4.92764e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 281902 members 
Entering Unmasked Estep 
Score: -49276412.000000 Penalty: 15390.855469
	Iteration 49Q: 3 clusters Score -4.927641e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 281901 members 
Entering Unmasked Estep 
Score: -49276400.000000 Penalty: 15390.855469
	Iteration 50Q: 3 clusters Score -4.92764e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 281901 members 
Entering Unmasked Estep 
Score: -49276400.000000 Penalty: 15390.855469
	Iteration 51F: 3 clusters Score -4.92764e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Entering Unmasked Estep 
Score: -258627.265625 Penalty: 4526.107910
	Iteration 0F: 2 clusters Score -258627.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -254024.531250 Penalty: 9052.215820
	Iteration 0F: 3 clusters Score -254024.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -254845.703125 Penalty: 9052.215820
	Iteration 1F: 3 clusters Score -254845.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -255106.312500 Penalty: 9052.215820
	Iteration 2F: 3 clusters Score -255106.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -255239.671875 Penalty: 9052.215820
	Iteration 3Q: 3 clusters Score -255239.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -255350.843750 Penalty: 9052.215820
	Iteration 4Q: 3 clusters Score -255350.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -255430.312500 Penalty: 9052.215820
	Iteration 5Q: 3 clusters Score -255430.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -255477.531250 Penalty: 9052.215820
	Iteration 6Q: 3 clusters Score -255477.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -255516.421875 Penalty: 9052.215820
	Iteration 7Q: 3 clusters Score -255516.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -255540.593750 Penalty: 9052.215820
	Iteration 8Q: 3 clusters Score -255540.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -255562.171875 Penalty: 9052.215820
	Iteration 9Q: 3 clusters Score -255562.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -255574.421875 Penalty: 9052.215820
	Iteration 10Q: 3 clusters Score -255574.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -255593.484375 Penalty: 9052.215820
	Iteration 11Q: 3 clusters Score -255593.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -255606.218750 Penalty: 9052.215820
	Iteration 12Q: 3 clusters Score -255606.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -255614.062500 Penalty: 9052.215820
	Iteration 13Q: 3 clusters Score -255614.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -255620.109375 Penalty: 9052.215820
	Iteration 14Q: 3 clusters Score -255620.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -255638.765625 Penalty: 9052.215820
	Iteration 15Q: 3 clusters Score -255638.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -255651.187500 Penalty: 9052.215820
	Iteration 16Q: 3 clusters Score -255651.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -255662.390625 Penalty: 9052.215820
	Iteration 17Q: 3 clusters Score -255662.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -255664.281250 Penalty: 9052.215820
	Iteration 18Q: 3 clusters Score -255664.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -255667.609375 Penalty: 9052.215820
	Iteration 19Q: 3 clusters Score -255667.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -255673.765625 Penalty: 9052.215820
	Iteration 20F: 3 clusters Score -255673.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -255679.531250 Penalty: 9052.215820
	Iteration 21Q: 3 clusters Score -255679.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -255689.437500 Penalty: 9052.215820
	Iteration 22Q: 3 clusters Score -255689.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -255696.781250 Penalty: 9052.215820
	Iteration 23Q: 3 clusters Score -255696.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -255710.593750 Penalty: 9052.215820
	Iteration 24Q: 3 clusters Score -255710.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -255720.796875 Penalty: 9052.215820
	Iteration 25Q: 3 clusters Score -255720.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -255728.140625 Penalty: 9052.215820
	Iteration 26Q: 3 clusters Score -255728.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -255732.734375 Penalty: 9052.215820
	Iteration 27Q: 3 clusters Score -255732.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -255738.109375 Penalty: 9052.215820
	Iteration 28Q: 3 clusters Score -255738.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -255741.296875 Penalty: 9052.215820
	Iteration 29Q: 3 clusters Score -255741.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -255742.546875 Penalty: 9052.215820
	Iteration 30Q: 3 clusters Score -255742.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -255743.984375 Penalty: 9052.215820
	Iteration 31Q: 3 clusters Score -255744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -255747.734375 Penalty: 9052.215820
	Iteration 32Q: 3 clusters Score -255747.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -255749.593750 Penalty: 9052.215820
	Iteration 33Q: 3 clusters Score -255749.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -255750.390625 Penalty: 9052.215820
	Iteration 34Q: 3 clusters Score -255750.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -255751.484375 Penalty: 9052.215820
	Iteration 35Q: 3 clusters Score -255751.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -255753.093750 Penalty: 9052.215820
	Iteration 36Q: 3 clusters Score -255753.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -255753.093750 Penalty: 9052.215820
	Iteration 37F: 3 clusters Score -255753.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (20868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Entering Unmasked Estep 
Score: -3620819.750000 Penalty: 6091.908203
	Iteration 0F: 2 clusters Score -3620820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -3603737.000000 Penalty: 12183.816406
	Iteration 0F: 3 clusters Score -3603737 nChanged 8434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -3608176.750000 Penalty: 12183.816406
	Iteration 1F: 3 clusters Score -3608177 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -3608976.500000 Penalty: 12183.816406
	Iteration 2F: 3 clusters Score -3608976 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -3609626.500000 Penalty: 12183.816406
	Iteration 3F: 3 clusters Score -3609626 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -3610202.000000 Penalty: 12183.816406
	Iteration 4Q: 3 clusters Score -3610202 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -3610733.750000 Penalty: 12183.816406
	Iteration 5Q: 3 clusters Score -3610734 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -3611262.250000 Penalty: 12183.816406
	Iteration 6Q: 3 clusters Score -3611262 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -3611753.500000 Penalty: 12183.816406
	Iteration 7Q: 3 clusters Score -3611754 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -3612197.000000 Penalty: 12183.816406
	Iteration 8Q: 3 clusters Score -3612197 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -3612618.000000 Penalty: 12183.816406
	Iteration 9Q: 3 clusters Score -3612618 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -3613089.500000 Penalty: 12183.816406
	Iteration 10Q: 3 clusters Score -3613090 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -3613597.250000 Penalty: 12183.816406
	Iteration 11Q: 3 clusters Score -3613597 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -3614146.000000 Penalty: 12183.816406
	Iteration 12Q: 3 clusters Score -3614146 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -3614651.000000 Penalty: 12183.816406
	Iteration 13Q: 3 clusters Score -3614651 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -3615151.000000 Penalty: 12183.816406
	Iteration 14Q: 3 clusters Score -3615151 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -3615609.000000 Penalty: 12183.816406
	Iteration 15Q: 3 clusters Score -3615609 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -3615990.500000 Penalty: 12183.816406
	Iteration 16Q: 3 clusters Score -3615990 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -3616331.250000 Penalty: 12183.816406
	Iteration 17Q: 3 clusters Score -3616331 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -3616582.750000 Penalty: 12183.816406
	Iteration 18Q: 3 clusters Score -3616583 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -3616771.750000 Penalty: 12183.816406
	Iteration 19Q: 3 clusters Score -3616772 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -3616869.500000 Penalty: 12183.816406
	Iteration 20F: 3 clusters Score -3616870 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -3616963.250000 Penalty: 12183.816406
	Iteration 21Q: 3 clusters Score -3616963 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -3617024.000000 Penalty: 12183.816406
	Iteration 22Q: 3 clusters Score -3617024 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -3617073.750000 Penalty: 12183.816406
	Iteration 23Q: 3 clusters Score -3617074 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -3617119.500000 Penalty: 12183.816406
	Iteration 24Q: 3 clusters Score -3617120 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -3617159.750000 Penalty: 12183.816406
	Iteration 25Q: 3 clusters Score -3617160 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -3617189.250000 Penalty: 12183.816406
	Iteration 26Q: 3 clusters Score -3617189 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -3617229.500000 Penalty: 12183.816406
	Iteration 27Q: 3 clusters Score -3617230 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -3617236.500000 Penalty: 12183.816406
	Iteration 28Q: 3 clusters Score -3617236 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -3617260.750000 Penalty: 12183.816406
	Iteration 29Q: 3 clusters Score -3617261 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -3617293.250000 Penalty: 12183.816406
	Iteration 30Q: 3 clusters Score -3617293 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -3617308.750000 Penalty: 12183.816406
	Iteration 31Q: 3 clusters Score -3617309 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -3617320.000000 Penalty: 12183.816406
	Iteration 32Q: 3 clusters Score -3617320 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -3617328.750000 Penalty: 12183.816406
	Iteration 33Q: 3 clusters Score -3617329 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -3617346.000000 Penalty: 12183.816406
	Iteration 34Q: 3 clusters Score -3617346 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -3617361.000000 Penalty: 12183.816406
	Iteration 35Q: 3 clusters Score -3617361 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -3617375.750000 Penalty: 12183.816406
	Iteration 36Q: 3 clusters Score -3617376 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -3617390.500000 Penalty: 12183.816406
	Iteration 37Q: 3 clusters Score -3617390 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -3617382.500000 Penalty: 12183.816406
	Iteration 38Q: 3 clusters Score -3617382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -3617398.500000 Penalty: 12183.816406
	Iteration 39Q: 3 clusters Score -3617398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -3617395.750000 Penalty: 12183.816406
	Iteration 40F: 3 clusters Score -3617396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -3617395.750000 Penalty: 12183.816406
	Iteration 41Q: 3 clusters Score -3617396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -3617403.500000 Penalty: 12183.816406
	Iteration 42Q: 3 clusters Score -3617404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -3617399.500000 Penalty: 12183.816406
	Iteration 43Q: 3 clusters Score -3617400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -3617410.000000 Penalty: 12183.816406
	Iteration 44Q: 3 clusters Score -3617410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -3617407.250000 Penalty: 12183.816406
	Iteration 45Q: 3 clusters Score -3617407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -3617403.500000 Penalty: 12183.816406
	Iteration 46Q: 3 clusters Score -3617404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -3617401.500000 Penalty: 12183.816406
	Iteration 47Q: 3 clusters Score -3617402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -3617405.250000 Penalty: 12183.816406
	Iteration 48Q: 3 clusters Score -3617405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -3617409.000000 Penalty: 12183.816406
	Iteration 49Q: 3 clusters Score -3617409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -3617419.500000 Penalty: 12183.816406
	Iteration 50Q: 3 clusters Score -3617420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -3617423.000000 Penalty: 12183.816406
	Iteration 51Q: 3 clusters Score -3617423 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -3617422.500000 Penalty: 12183.816406
	Iteration 52Q: 3 clusters Score -3617422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -3617427.000000 Penalty: 12183.816406
	Iteration 53Q: 3 clusters Score -3617427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -3617438.000000 Penalty: 12183.816406
	Iteration 54Q: 3 clusters Score -3617438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -3617434.250000 Penalty: 12183.816406
	Iteration 55Q: 3 clusters Score -3617434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -3617438.250000 Penalty: 12183.816406
	Iteration 56Q: 3 clusters Score -3617438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -3617436.250000 Penalty: 12183.816406
	Iteration 57Q: 3 clusters Score -3617436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -3617434.500000 Penalty: 12183.816406
	Iteration 58Q: 3 clusters Score -3617434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -3617438.250000 Penalty: 12183.816406
	Iteration 59Q: 3 clusters Score -3617438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -3617440.750000 Penalty: 12183.816406
	Iteration 60F: 3 clusters Score -3617441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -3617443.750000 Penalty: 12183.816406
	Iteration 61Q: 3 clusters Score -3617444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -3617449.750000 Penalty: 12183.816406
	Iteration 62Q: 3 clusters Score -3617450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -3617453.750000 Penalty: 12183.816406
	Iteration 63Q: 3 clusters Score -3617454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -3617452.250000 Penalty: 12183.816406
	Iteration 64Q: 3 clusters Score -3617452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -3617457.500000 Penalty: 12183.816406
	Iteration 65Q: 3 clusters Score -3617458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -3617454.250000 Penalty: 12183.816406
	Iteration 66Q: 3 clusters Score -3617454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -3617454.500000 Penalty: 12183.816406
	Iteration 67Q: 3 clusters Score -3617454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -3617452.250000 Penalty: 12183.816406
	Iteration 68Q: 3 clusters Score -3617452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -3617452.250000 Penalty: 12183.816406
	Iteration 69Q: 3 clusters Score -3617452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -3617453.250000 Penalty: 12183.816406
	Iteration 70Q: 3 clusters Score -3617453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -3617454.750000 Penalty: 12183.816406
	Iteration 71Q: 3 clusters Score -3617455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -3617460.000000 Penalty: 12183.816406
	Iteration 72Q: 3 clusters Score -3617460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -3617459.250000 Penalty: 12183.816406
	Iteration 73Q: 3 clusters Score -3617459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -3617459.750000 Penalty: 12183.816406
	Iteration 74Q: 3 clusters Score -3617460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -3617459.750000 Penalty: 12183.816406
	Iteration 75F: 3 clusters Score -3617460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (24234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Entering Unmasked Estep 
Score: -4227043.000000 Penalty: 6183.500977
	Iteration 0F: 2 clusters Score -4227043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -4207798.500000 Penalty: 12367.001953
	Iteration 0F: 3 clusters Score -4207798 nChanged 10096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -4213153.500000 Penalty: 12367.001953
	Iteration 1F: 3 clusters Score -4213154 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -4213795.500000 Penalty: 12367.001953
	Iteration 2F: 3 clusters Score -4213796 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -4214252.500000 Penalty: 12367.001953
	Iteration 3Q: 3 clusters Score -4214252 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -4214564.500000 Penalty: 12367.001953
	Iteration 4Q: 3 clusters Score -4214564 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -4214803.500000 Penalty: 12367.001953
	Iteration 5Q: 3 clusters Score -4214804 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -4214939.500000 Penalty: 12367.001953
	Iteration 6Q: 3 clusters Score -4214940 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -4215103.000000 Penalty: 12367.001953
	Iteration 7Q: 3 clusters Score -4215103 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -4215226.500000 Penalty: 12367.001953
	Iteration 8Q: 3 clusters Score -4215226 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -4215322.500000 Penalty: 12367.001953
	Iteration 9Q: 3 clusters Score -4215322 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -4215443.000000 Penalty: 12367.001953
	Iteration 10Q: 3 clusters Score -4215443 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -4215620.000000 Penalty: 12367.001953
	Iteration 11Q: 3 clusters Score -4215620 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -4215745.000000 Penalty: 12367.001953
	Iteration 12Q: 3 clusters Score -4215745 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -4215932.000000 Penalty: 12367.001953
	Iteration 13Q: 3 clusters Score -4215932 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -4216133.000000 Penalty: 12367.001953
	Iteration 14Q: 3 clusters Score -4216133 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -4216377.000000 Penalty: 12367.001953
	Iteration 15Q: 3 clusters Score -4216377 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -4216677.000000 Penalty: 12367.001953
	Iteration 16Q: 3 clusters Score -4216677 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -4217027.000000 Penalty: 12367.001953
	Iteration 17Q: 3 clusters Score -4217027 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -4217517.000000 Penalty: 12367.001953
	Iteration 18Q: 3 clusters Score -4217517 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -4218094.000000 Penalty: 12367.001953
	Iteration 19Q: 3 clusters Score -4218094 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -4218798.500000 Penalty: 12367.001953
	Iteration 20F: 3 clusters Score -4218798 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -4219636.000000 Penalty: 12367.001953
	Iteration 21Q: 3 clusters Score -4219636 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -4220482.000000 Penalty: 12367.001953
	Iteration 22Q: 3 clusters Score -4220482 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -4221075.000000 Penalty: 12367.001953
	Iteration 23Q: 3 clusters Score -4221075 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -4221393.000000 Penalty: 12367.001953
	Iteration 24Q: 3 clusters Score -4221393 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -4221559.500000 Penalty: 12367.001953
	Iteration 25Q: 3 clusters Score -4221560 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -4221649.000000 Penalty: 12367.001953
	Iteration 26Q: 3 clusters Score -4221649 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -4221680.500000 Penalty: 12367.001953
	Iteration 27Q: 3 clusters Score -4221680 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -4221715.500000 Penalty: 12367.001953
	Iteration 28Q: 3 clusters Score -4221716 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -4221728.000000 Penalty: 12367.001953
	Iteration 29Q: 3 clusters Score -4221728 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -4221736.500000 Penalty: 12367.001953
	Iteration 30Q: 3 clusters Score -4221736 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -4221754.500000 Penalty: 12367.001953
	Iteration 31Q: 3 clusters Score -4221754 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -4221758.000000 Penalty: 12367.001953
	Iteration 32Q: 3 clusters Score -4221758 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -4221759.000000 Penalty: 12367.001953
	Iteration 33Q: 3 clusters Score -4221759 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -4221769.000000 Penalty: 12367.001953
	Iteration 34Q: 3 clusters Score -4221769 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -4221765.500000 Penalty: 12367.001953
	Iteration 35Q: 3 clusters Score -4221766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -4221755.500000 Penalty: 12367.001953
	Iteration 36Q: 3 clusters Score -4221756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -4221757.000000 Penalty: 12367.001953
	Iteration 37Q: 3 clusters Score -4221757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -4221761.500000 Penalty: 12367.001953
	Iteration 38Q: 3 clusters Score -4221762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -4221766.000000 Penalty: 12367.001953
	Iteration 39Q: 3 clusters Score -4221766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -4221770.000000 Penalty: 12367.001953
	Iteration 40F: 3 clusters Score -4221770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -4221776.500000 Penalty: 12367.001953
	Iteration 41Q: 3 clusters Score -4221776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -4221777.500000 Penalty: 12367.001953
	Iteration 42Q: 3 clusters Score -4221778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -4221774.000000 Penalty: 12367.001953
	Iteration 43Q: 3 clusters Score -4221774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -4221777.000000 Penalty: 12367.001953
	Iteration 44Q: 3 clusters Score -4221777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -4221777.000000 Penalty: 12367.001953
	Iteration 45F: 3 clusters Score -4221777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Entering Unmasked Estep 
Score: -266833.687500 Penalty: 4544.370605
	Iteration 0F: 2 clusters Score -266833.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -262132.421875 Penalty: 9088.741211
	Iteration 0F: 3 clusters Score -262132.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -262680.281250 Penalty: 9088.741211
	Iteration 1F: 3 clusters Score -262680.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -262885.625000 Penalty: 9088.741211
	Iteration 2F: 3 clusters Score -262885.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -263022.687500 Penalty: 9088.741211
	Iteration 3Q: 3 clusters Score -263022.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -263113.156250 Penalty: 9088.741211
	Iteration 4Q: 3 clusters Score -263113.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -263282.781250 Penalty: 9088.741211
	Iteration 5Q: 3 clusters Score -263282.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -263453.312500 Penalty: 9088.741211
	Iteration 6Q: 3 clusters Score -263453.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -263577.500000 Penalty: 9088.741211
	Iteration 7Q: 3 clusters Score -263577.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -263671.531250 Penalty: 9088.741211
	Iteration 8Q: 3 clusters Score -263671.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -263778.500000 Penalty: 9088.741211
	Iteration 9Q: 3 clusters Score -263778.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -263887.906250 Penalty: 9088.741211
	Iteration 10Q: 3 clusters Score -263887.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -264032.312500 Penalty: 9088.741211
	Iteration 11Q: 3 clusters Score -264032.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -264195.406250 Penalty: 9088.741211
	Iteration 12Q: 3 clusters Score -264195.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -264301.218750 Penalty: 9088.741211
	Iteration 13Q: 3 clusters Score -264301.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -264446.093750 Penalty: 9088.741211
	Iteration 14Q: 3 clusters Score -264446.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -264602.218750 Penalty: 9088.741211
	Iteration 15Q: 3 clusters Score -264602.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -264787.937500 Penalty: 9088.741211
	Iteration 16Q: 3 clusters Score -264787.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -265009.843750 Penalty: 9088.741211
	Iteration 17Q: 3 clusters Score -265009.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -265114.437500 Penalty: 9088.741211
	Iteration 18Q: 3 clusters Score -265114.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -265160.562500 Penalty: 9088.741211
	Iteration 19Q: 3 clusters Score -265160.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -265176.968750 Penalty: 9088.741211
	Iteration 20F: 3 clusters Score -265177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -265191.250000 Penalty: 9088.741211
	Iteration 21Q: 3 clusters Score -265191.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -265195.000000 Penalty: 9088.741211
	Iteration 22Q: 3 clusters Score -265195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -265195.000000 Penalty: 9088.741211
	Iteration 23F: 3 clusters Score -265195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Entering Unmasked Estep 
Score: -208970.843750 Penalty: 4423.374512
	Iteration 0F: 2 clusters Score -208970.8 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 719 members 
Entering Unmasked Estep 
Score: -204536.562500 Penalty: 8846.749023
	Iteration 0F: 3 clusters Score -204536.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -205004.593750 Penalty: 8846.749023
	Iteration 1F: 3 clusters Score -205004.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -205207.734375 Penalty: 8846.749023
	Iteration 2F: 3 clusters Score -205207.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -205382.718750 Penalty: 8846.749023
	Iteration 3Q: 3 clusters Score -205382.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -205512.140625 Penalty: 8846.749023
	Iteration 4Q: 3 clusters Score -205512.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -205625.343750 Penalty: 8846.749023
	Iteration 5Q: 3 clusters Score -205625.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -205731.453125 Penalty: 8846.749023
	Iteration 6Q: 3 clusters Score -205731.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -205811.218750 Penalty: 8846.749023
	Iteration 7Q: 3 clusters Score -205811.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -205885.453125 Penalty: 8846.749023
	Iteration 8Q: 3 clusters Score -205885.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -205955.843750 Penalty: 8846.749023
	Iteration 9Q: 3 clusters Score -205955.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -206020.562500 Penalty: 8846.749023
	Iteration 10Q: 3 clusters Score -206020.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -206104.562500 Penalty: 8846.749023
	Iteration 11Q: 3 clusters Score -206104.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -206164.359375 Penalty: 8846.749023
	Iteration 12Q: 3 clusters Score -206164.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -206241.750000 Penalty: 8846.749023
	Iteration 13Q: 3 clusters Score -206241.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -206323.296875 Penalty: 8846.749023
	Iteration 14Q: 3 clusters Score -206323.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -206430.046875 Penalty: 8846.749023
	Iteration 15Q: 3 clusters Score -206430 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -206549.718750 Penalty: 8846.749023
	Iteration 16Q: 3 clusters Score -206549.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -206647.484375 Penalty: 8846.749023
	Iteration 17Q: 3 clusters Score -206647.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -206732.265625 Penalty: 8846.749023
	Iteration 18Q: 3 clusters Score -206732.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -206827.265625 Penalty: 8846.749023
	Iteration 19Q: 3 clusters Score -206827.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -206913.296875 Penalty: 8846.749023
	Iteration 20F: 3 clusters Score -206913.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -206972.328125 Penalty: 8846.749023
	Iteration 21Q: 3 clusters Score -206972.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -207011.593750 Penalty: 8846.749023
	Iteration 22Q: 3 clusters Score -207011.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -207057.796875 Penalty: 8846.749023
	Iteration 23Q: 3 clusters Score -207057.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -207125.484375 Penalty: 8846.749023
	Iteration 24Q: 3 clusters Score -207125.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -207197.828125 Penalty: 8846.749023
	Iteration 25Q: 3 clusters Score -207197.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -207266.000000 Penalty: 8846.749023
	Iteration 26Q: 3 clusters Score -207266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -207287.421875 Penalty: 8846.749023
	Iteration 27Q: 3 clusters Score -207287.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -207310.640625 Penalty: 8846.749023
	Iteration 28Q: 3 clusters Score -207310.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -207331.937500 Penalty: 8846.749023
	Iteration 29Q: 3 clusters Score -207331.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -207353.046875 Penalty: 8846.749023
	Iteration 30Q: 3 clusters Score -207353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -207372.062500 Penalty: 8846.749023
	Iteration 31Q: 3 clusters Score -207372.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -207378.875000 Penalty: 8846.749023
	Iteration 32Q: 3 clusters Score -207378.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -207386.562500 Penalty: 8846.749023
	Iteration 33Q: 3 clusters Score -207386.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -207400.437500 Penalty: 8846.749023
	Iteration 34Q: 3 clusters Score -207400.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -207418.828125 Penalty: 8846.749023
	Iteration 35Q: 3 clusters Score -207418.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -207426.875000 Penalty: 8846.749023
	Iteration 36Q: 3 clusters Score -207426.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -207446.328125 Penalty: 8846.749023
	Iteration 37Q: 3 clusters Score -207446.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -207459.812500 Penalty: 8846.749023
	Iteration 38Q: 3 clusters Score -207459.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -207461.671875 Penalty: 8846.749023
	Iteration 39Q: 3 clusters Score -207461.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -207461.671875 Penalty: 8846.749023
	Iteration 40F: 3 clusters Score -207461.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Entering Unmasked Estep 
Score: -171374.812500 Penalty: 4311.254883
	Iteration 0F: 2 clusters Score -171374.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -167209.640625 Penalty: 8622.509766
	Iteration 0F: 3 clusters Score -167209.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -167704.281250 Penalty: 8622.509766
	Iteration 1F: 3 clusters Score -167704.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -167908.984375 Penalty: 8622.509766
	Iteration 2F: 3 clusters Score -167909 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -168000.062500 Penalty: 8622.509766
	Iteration 3Q: 3 clusters Score -168000.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -168075.375000 Penalty: 8622.509766
	Iteration 4Q: 3 clusters Score -168075.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -168142.281250 Penalty: 8622.509766
	Iteration 5Q: 3 clusters Score -168142.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -168234.750000 Penalty: 8622.509766
	Iteration 6Q: 3 clusters Score -168234.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -168342.671875 Penalty: 8622.509766
	Iteration 7Q: 3 clusters Score -168342.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -168563.921875 Penalty: 8622.509766
	Iteration 8Q: 3 clusters Score -168563.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -168838.703125 Penalty: 8622.509766
	Iteration 9Q: 3 clusters Score -168838.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -169079.250000 Penalty: 8622.509766
	Iteration 10Q: 3 clusters Score -169079.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -169213.296875 Penalty: 8622.509766
	Iteration 11Q: 3 clusters Score -169213.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -169345.687500 Penalty: 8622.509766
	Iteration 12Q: 3 clusters Score -169345.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -169482.281250 Penalty: 8622.509766
	Iteration 13Q: 3 clusters Score -169482.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -169552.140625 Penalty: 8622.509766
	Iteration 14Q: 3 clusters Score -169552.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -169688.218750 Penalty: 8622.509766
	Iteration 15Q: 3 clusters Score -169688.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -169725.406250 Penalty: 8622.509766
	Iteration 16Q: 3 clusters Score -169725.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -169750.000000 Penalty: 8622.509766
	Iteration 17Q: 3 clusters Score -169750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -169773.140625 Penalty: 8622.509766
	Iteration 18Q: 3 clusters Score -169773.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -169799.203125 Penalty: 8622.509766
	Iteration 19Q: 3 clusters Score -169799.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -169815.187500 Penalty: 8622.509766
	Iteration 20F: 3 clusters Score -169815.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -169824.109375 Penalty: 8622.509766
	Iteration 21Q: 3 clusters Score -169824.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -169829.125000 Penalty: 8622.509766
	Iteration 22Q: 3 clusters Score -169829.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -169836.968750 Penalty: 8622.509766
	Iteration 23Q: 3 clusters Score -169837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -169836.968750 Penalty: 8622.509766
	Iteration 24F: 3 clusters Score -169837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (87919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87919 members 
Entering Unmasked Estep 
Score: -14848398.000000 Penalty: 6972.805176
	Iteration 0F: 2 clusters Score -1.48484e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43855 members 
Mstep: Class 2 contains 44064 members 
Entering Unmasked Estep 
Score: -14788325.000000 Penalty: 13945.610352
	Iteration 0F: 3 clusters Score -1.478832e+07 nChanged 39783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43310 members 
Mstep: Class 2 contains 44609 members 
Entering Unmasked Estep 
Score: -14809848.000000 Penalty: 13945.610352
	Iteration 1F: 3 clusters Score -1.480985e+07 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42839 members 
Mstep: Class 2 contains 45080 members 
Entering Unmasked Estep 
Score: -14810758.000000 Penalty: 13945.610352
	Iteration 2Q: 3 clusters Score -1.481076e+07 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42171 members 
Mstep: Class 2 contains 45748 members 
Entering Unmasked Estep 
Score: -14811472.000000 Penalty: 13945.610352
	Iteration 3Q: 3 clusters Score -1.481147e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41317 members 
Mstep: Class 2 contains 46602 members 
Entering Unmasked Estep 
Score: -14812301.000000 Penalty: 13945.610352
	Iteration 4Q: 3 clusters Score -1.48123e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40096 members 
Mstep: Class 2 contains 47823 members 
Entering Unmasked Estep 
Score: -14812934.000000 Penalty: 13945.610352
	Iteration 5Q: 3 clusters Score -1.481293e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38302 members 
Mstep: Class 2 contains 49617 members 
Entering Unmasked Estep 
Score: -14813621.000000 Penalty: 13945.610352
	Iteration 6Q: 3 clusters Score -1.481362e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35892 members 
Mstep: Class 2 contains 52027 members 
Entering Unmasked Estep 
Score: -14814585.000000 Penalty: 13945.610352
	Iteration 7Q: 3 clusters Score -1.481458e+07 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32598 members 
Mstep: Class 2 contains 55321 members 
Entering Unmasked Estep 
Score: -14816006.000000 Penalty: 13945.610352
	Iteration 8Q: 3 clusters Score -1.481601e+07 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 59906 members 
Entering Unmasked Estep 
Score: -14818641.000000 Penalty: 13945.610352
	Iteration 9F: 3 clusters Score -1.481864e+07 nChanged 5898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 65696 members 
Entering Unmasked Estep 
Score: -14822858.000000 Penalty: 13945.610352
	Iteration 10F: 3 clusters Score -1.482286e+07 nChanged 6787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 72413 members 
Entering Unmasked Estep 
Score: -14828701.000000 Penalty: 13945.610352
	Iteration 11F: 3 clusters Score -1.48287e+07 nChanged 6284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 78627 members 
Entering Unmasked Estep 
Score: -14834863.000000 Penalty: 13945.610352
	Iteration 12F: 3 clusters Score -1.483486e+07 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 82980 members 
Entering Unmasked Estep 
Score: -14839215.000000 Penalty: 13945.610352
	Iteration 13F: 3 clusters Score -1.483922e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 85225 members 
Entering Unmasked Estep 
Score: -14841459.000000 Penalty: 13945.610352
	Iteration 14Q: 3 clusters Score -1.484146e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 86098 members 
Entering Unmasked Estep 
Score: -14842309.000000 Penalty: 13945.610352
	Iteration 15Q: 3 clusters Score -1.484231e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 86447 members 
Entering Unmasked Estep 
Score: -14842676.000000 Penalty: 13945.610352
	Iteration 16Q: 3 clusters Score -1.484268e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 86615 members 
Entering Unmasked Estep 
Score: -14842841.000000 Penalty: 13945.610352
	Iteration 17Q: 3 clusters Score -1.484284e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 86704 members 
Entering Unmasked Estep 
Score: -14842936.000000 Penalty: 13945.610352
	Iteration 18Q: 3 clusters Score -1.484294e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 86748 members 
Entering Unmasked Estep 
Score: -14842970.000000 Penalty: 13945.610352
	Iteration 19Q: 3 clusters Score -1.484297e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 86773 members 
Entering Unmasked Estep 
Score: -14842994.000000 Penalty: 13945.610352
	Iteration 20F: 3 clusters Score -1.484299e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 86780 members 
Entering Unmasked Estep 
Score: -14843045.000000 Penalty: 13945.610352
	Iteration 21Q: 3 clusters Score -1.484304e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 86788 members 
Entering Unmasked Estep 
Score: -14843047.000000 Penalty: 13945.610352
	Iteration 22Q: 3 clusters Score -1.484305e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 86798 members 
Entering Unmasked Estep 
Score: -14843065.000000 Penalty: 13945.610352
	Iteration 23Q: 3 clusters Score -1.484306e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 86806 members 
Entering Unmasked Estep 
Score: -14843091.000000 Penalty: 13945.610352
	Iteration 24Q: 3 clusters Score -1.484309e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 86818 members 
Entering Unmasked Estep 
Score: -14843106.000000 Penalty: 13945.610352
	Iteration 25Q: 3 clusters Score -1.484311e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 86825 members 
Entering Unmasked Estep 
Score: -14843077.000000 Penalty: 13945.610352
	Iteration 26Q: 3 clusters Score -1.484308e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 86827 members 
Entering Unmasked Estep 
Score: -14843102.000000 Penalty: 13945.610352
	Iteration 27Q: 3 clusters Score -1.48431e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 86830 members 
Entering Unmasked Estep 
Score: -14843112.000000 Penalty: 13945.610352
	Iteration 28Q: 3 clusters Score -1.484311e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 86833 members 
Entering Unmasked Estep 
Score: -14843111.000000 Penalty: 13945.610352
	Iteration 29Q: 3 clusters Score -1.484311e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 86834 members 
Entering Unmasked Estep 
Score: -14843118.000000 Penalty: 13945.610352
	Iteration 30Q: 3 clusters Score -1.484312e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 86833 members 
Entering Unmasked Estep 
Score: -14843113.000000 Penalty: 13945.610352
	Iteration 31Q: 3 clusters Score -1.484311e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 86834 members 
Entering Unmasked Estep 
Score: -14843115.000000 Penalty: 13945.610352
	Iteration 32Q: 3 clusters Score -1.484312e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 86835 members 
Entering Unmasked Estep 
Score: -14843120.000000 Penalty: 13945.610352
	Iteration 33Q: 3 clusters Score -1.484312e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 86836 members 
Entering Unmasked Estep 
Score: -14843120.000000 Penalty: 13945.610352
	Iteration 34Q: 3 clusters Score -1.484312e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 86837 members 
Entering Unmasked Estep 
Score: -14843129.000000 Penalty: 13945.610352
	Iteration 35Q: 3 clusters Score -1.484313e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 86838 members 
Entering Unmasked Estep 
Score: -14843138.000000 Penalty: 13945.610352
	Iteration 36Q: 3 clusters Score -1.484314e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 86838 members 
Entering Unmasked Estep 
Score: -14843135.000000 Penalty: 13945.610352
	Iteration 37Q: 3 clusters Score -1.484314e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 86838 members 
Entering Unmasked Estep 
Score: -14843135.000000 Penalty: 13945.610352
	Iteration 38F: 3 clusters Score -1.484314e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (514940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514940 members 
Entering Unmasked Estep 
Score: -88424808.000000 Penalty: 8055.480957
	Iteration 0F: 2 clusters Score -8.842481e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257309 members 
Mstep: Class 2 contains 257631 members 
Entering Unmasked Estep 
Score: -88104568.000000 Penalty: 16110.961914
	Iteration 0F: 3 clusters Score -8.810457e+07 nChanged 247856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257037 members 
Mstep: Class 2 contains 257903 members 
Entering Unmasked Estep 
Score: -88252208.000000 Penalty: 16110.961914
	Iteration 1F: 3 clusters Score -8.825221e+07 nChanged 12218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256427 members 
Mstep: Class 2 contains 258513 members 
Entering Unmasked Estep 
Score: -88254024.000000 Penalty: 16110.961914
	Iteration 2Q: 3 clusters Score -8.825402e+07 nChanged 12480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255431 members 
Mstep: Class 2 contains 259509 members 
Entering Unmasked Estep 
Score: -88256192.000000 Penalty: 16110.961914
	Iteration 3Q: 3 clusters Score -8.825619e+07 nChanged 12801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253810 members 
Mstep: Class 2 contains 261130 members 
Entering Unmasked Estep 
Score: -88258896.000000 Penalty: 16110.961914
	Iteration 4Q: 3 clusters Score -8.82589e+07 nChanged 13744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251266 members 
Mstep: Class 2 contains 263674 members 
Entering Unmasked Estep 
Score: -88262352.000000 Penalty: 16110.961914
	Iteration 5Q: 3 clusters Score -8.826235e+07 nChanged 14930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247158 members 
Mstep: Class 2 contains 267782 members 
Entering Unmasked Estep 
Score: -88265896.000000 Penalty: 16110.961914
	Iteration 6Q: 3 clusters Score -8.82659e+07 nChanged 16778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241222 members 
Mstep: Class 2 contains 273718 members 
Entering Unmasked Estep 
Score: -88270808.000000 Penalty: 16110.961914
	Iteration 7Q: 3 clusters Score -8.827081e+07 nChanged 19158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232610 members 
Mstep: Class 2 contains 282330 members 
Entering Unmasked Estep 
Score: -88276808.000000 Penalty: 16110.961914
	Iteration 8Q: 3 clusters Score -8.827681e+07 nChanged 22711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220147 members 
Mstep: Class 2 contains 294793 members 
Entering Unmasked Estep 
Score: -88286888.000000 Penalty: 16110.961914
	Iteration 9Q: 3 clusters Score -8.828689e+07 nChanged 27243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203534 members 
Mstep: Class 2 contains 311406 members 
Entering Unmasked Estep 
Score: -88302168.000000 Penalty: 16110.961914
	Iteration 10F: 3 clusters Score -8.830217e+07 nChanged 31197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184143 members 
Mstep: Class 2 contains 330797 members 
Entering Unmasked Estep 
Score: -88323344.000000 Penalty: 16110.961914
	Iteration 11F: 3 clusters Score -8.832334e+07 nChanged 32368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164667 members 
Mstep: Class 2 contains 350273 members 
Entering Unmasked Estep 
Score: -88346776.000000 Penalty: 16110.961914
	Iteration 12F: 3 clusters Score -8.834678e+07 nChanged 28721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148820 members 
Mstep: Class 2 contains 366120 members 
Entering Unmasked Estep 
Score: -88366656.000000 Penalty: 16110.961914
	Iteration 13F: 3 clusters Score -8.836666e+07 nChanged 21738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136298 members 
Mstep: Class 2 contains 378642 members 
Entering Unmasked Estep 
Score: -88379888.000000 Penalty: 16110.961914
	Iteration 14Q: 3 clusters Score -8.837989e+07 nChanged 14858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125522 members 
Mstep: Class 2 contains 389418 members 
Entering Unmasked Estep 
Score: -88387504.000000 Penalty: 16110.961914
	Iteration 15Q: 3 clusters Score -8.83875e+07 nChanged 11402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115034 members 
Mstep: Class 2 contains 399906 members 
Entering Unmasked Estep 
Score: -88393928.000000 Penalty: 16110.961914
	Iteration 16Q: 3 clusters Score -8.839393e+07 nChanged 10413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104879 members 
Mstep: Class 2 contains 410061 members 
Entering Unmasked Estep 
Score: -88399256.000000 Penalty: 16110.961914
	Iteration 17Q: 3 clusters Score -8.839926e+07 nChanged 10056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95135 members 
Mstep: Class 2 contains 419805 members 
Entering Unmasked Estep 
Score: -88404536.000000 Penalty: 16110.961914
	Iteration 18Q: 3 clusters Score -8.840454e+07 nChanged 10065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85382 members 
Mstep: Class 2 contains 429558 members 
Entering Unmasked Estep 
Score: -88409584.000000 Penalty: 16110.961914
	Iteration 19Q: 3 clusters Score -8.840958e+07 nChanged 9864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75774 members 
Mstep: Class 2 contains 439166 members 
Entering Unmasked Estep 
Score: -88413200.000000 Penalty: 16110.961914
	Iteration 20F: 3 clusters Score -8.84132e+07 nChanged 9412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66544 members 
Mstep: Class 2 contains 448396 members 
Entering Unmasked Estep 
Score: -88416416.000000 Penalty: 16110.961914
	Iteration 21Q: 3 clusters Score -8.841642e+07 nChanged 9132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57524 members 
Mstep: Class 2 contains 457416 members 
Entering Unmasked Estep 
Score: -88418776.000000 Penalty: 16110.961914
	Iteration 22Q: 3 clusters Score -8.841878e+07 nChanged 8600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48982 members 
Mstep: Class 2 contains 465958 members 
Entering Unmasked Estep 
Score: -88419672.000000 Penalty: 16110.961914
	Iteration 23Q: 3 clusters Score -8.841967e+07 nChanged 7648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41368 members 
Mstep: Class 2 contains 473572 members 
Entering Unmasked Estep 
Score: -88420128.000000 Penalty: 16110.961914
	Iteration 24Q: 3 clusters Score -8.842013e+07 nChanged 6634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34772 members 
Mstep: Class 2 contains 480168 members 
Entering Unmasked Estep 
Score: -88420328.000000 Penalty: 16110.961914
	Iteration 25Q: 3 clusters Score -8.842033e+07 nChanged 5728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29076 members 
Mstep: Class 2 contains 485864 members 
Entering Unmasked Estep 
Score: -88419888.000000 Penalty: 16110.961914
	Iteration 26Q: 3 clusters Score -8.841989e+07 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 490586 members 
Entering Unmasked Estep 
Score: -88420168.000000 Penalty: 16110.961914
	Iteration 27Q: 3 clusters Score -8.842017e+07 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 494459 members 
Entering Unmasked Estep 
Score: -88420480.000000 Penalty: 16110.961914
	Iteration 28Q: 3 clusters Score -8.842048e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 497590 members 
Entering Unmasked Estep 
Score: -88420368.000000 Penalty: 16110.961914
	Iteration 29Q: 3 clusters Score -8.842037e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 500164 members 
Entering Unmasked Estep 
Score: -88419920.000000 Penalty: 16110.961914
	Iteration 30Q: 3 clusters Score -8.841992e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 502365 members 
Entering Unmasked Estep 
Score: -88419968.000000 Penalty: 16110.961914
	Iteration 31Q: 3 clusters Score -8.841997e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 504227 members 
Entering Unmasked Estep 
Score: -88419784.000000 Penalty: 16110.961914
	Iteration 32Q: 3 clusters Score -8.841978e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 505744 members 
Entering Unmasked Estep 
Score: -88419520.000000 Penalty: 16110.961914
	Iteration 33Q: 3 clusters Score -8.841952e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 506955 members 
Entering Unmasked Estep 
Score: -88419248.000000 Penalty: 16110.961914
	Iteration 34Q: 3 clusters Score -8.841925e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 507960 members 
Entering Unmasked Estep 
Score: -88419040.000000 Penalty: 16110.961914
	Iteration 35Q: 3 clusters Score -8.841904e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 508842 members 
Entering Unmasked Estep 
Score: -88418808.000000 Penalty: 16110.961914
	Iteration 36Q: 3 clusters Score -8.841881e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 509609 members 
Entering Unmasked Estep 
Score: -88418824.000000 Penalty: 16110.961914
	Iteration 37Q: 3 clusters Score -8.841882e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 510233 members 
Entering Unmasked Estep 
Score: -88418632.000000 Penalty: 16110.961914
	Iteration 38Q: 3 clusters Score -8.841863e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 510736 members 
Entering Unmasked Estep 
Score: -88418800.000000 Penalty: 16110.961914
	Iteration 39Q: 3 clusters Score -8.84188e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 511155 members 
Entering Unmasked Estep 
Score: -88418528.000000 Penalty: 16110.961914
	Iteration 40F: 3 clusters Score -8.841853e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 511518 members 
Entering Unmasked Estep 
Score: -88418488.000000 Penalty: 16110.961914
	Iteration 41Q: 3 clusters Score -8.841849e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 511816 members 
Entering Unmasked Estep 
Score: -88418440.000000 Penalty: 16110.961914
	Iteration 42Q: 3 clusters Score -8.841844e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 512073 members 
Entering Unmasked Estep 
Score: -88418440.000000 Penalty: 16110.961914
	Iteration 43Q: 3 clusters Score -8.841844e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 512259 members 
Entering Unmasked Estep 
Score: -88418384.000000 Penalty: 16110.961914
	Iteration 44Q: 3 clusters Score -8.841838e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 512418 members 
Entering Unmasked Estep 
Score: -88418416.000000 Penalty: 16110.961914
	Iteration 45Q: 3 clusters Score -8.841842e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 512551 members 
Entering Unmasked Estep 
Score: -88418456.000000 Penalty: 16110.961914
	Iteration 46Q: 3 clusters Score -8.841846e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 512655 members 
Entering Unmasked Estep 
Score: -88418416.000000 Penalty: 16110.961914
	Iteration 47Q: 3 clusters Score -8.841842e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 512751 members 
Entering Unmasked Estep 
Score: -88418488.000000 Penalty: 16110.961914
	Iteration 48Q: 3 clusters Score -8.841849e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 512825 members 
Entering Unmasked Estep 
Score: -88418504.000000 Penalty: 16110.961914
	Iteration 49Q: 3 clusters Score -8.84185e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 512899 members 
Entering Unmasked Estep 
Score: -88418464.000000 Penalty: 16110.961914
	Iteration 50Q: 3 clusters Score -8.841846e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 512964 members 
Entering Unmasked Estep 
Score: -88418536.000000 Penalty: 16110.961914
	Iteration 51Q: 3 clusters Score -8.841854e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 513020 members 
Entering Unmasked Estep 
Score: -88418496.000000 Penalty: 16110.961914
	Iteration 52Q: 3 clusters Score -8.84185e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 513070 members 
Entering Unmasked Estep 
Score: -88418512.000000 Penalty: 16110.961914
	Iteration 53Q: 3 clusters Score -8.841851e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 513119 members 
Entering Unmasked Estep 
Score: -88418384.000000 Penalty: 16110.961914
	Iteration 54Q: 3 clusters Score -8.841838e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 513165 members 
Entering Unmasked Estep 
Score: -88418512.000000 Penalty: 16110.961914
	Iteration 55Q: 3 clusters Score -8.841851e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 513199 members 
Entering Unmasked Estep 
Score: -88418456.000000 Penalty: 16110.961914
	Iteration 56Q: 3 clusters Score -8.841846e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 513227 members 
Entering Unmasked Estep 
Score: -88418488.000000 Penalty: 16110.961914
	Iteration 57Q: 3 clusters Score -8.841849e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 513263 members 
Entering Unmasked Estep 
Score: -88418480.000000 Penalty: 16110.961914
	Iteration 58Q: 3 clusters Score -8.841848e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 513287 members 
Entering Unmasked Estep 
Score: -88418464.000000 Penalty: 16110.961914
	Iteration 59Q: 3 clusters Score -8.841846e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 513312 members 
Entering Unmasked Estep 
Score: -88418448.000000 Penalty: 16110.961914
	Iteration 60F: 3 clusters Score -8.841845e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 513333 members 
Entering Unmasked Estep 
Score: -88418488.000000 Penalty: 16110.961914
	Iteration 61Q: 3 clusters Score -8.841849e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 513355 members 
Entering Unmasked Estep 
Score: -88418480.000000 Penalty: 16110.961914
	Iteration 62Q: 3 clusters Score -8.841848e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 513371 members 
Entering Unmasked Estep 
Score: -88418464.000000 Penalty: 16110.961914
	Iteration 63Q: 3 clusters Score -8.841846e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 513383 members 
Entering Unmasked Estep 
Score: -88418480.000000 Penalty: 16110.961914
	Iteration 64Q: 3 clusters Score -8.841848e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 513394 members 
Entering Unmasked Estep 
Score: -88418432.000000 Penalty: 16110.961914
	Iteration 65Q: 3 clusters Score -8.841843e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 513403 members 
Entering Unmasked Estep 
Score: -88418416.000000 Penalty: 16110.961914
	Iteration 66Q: 3 clusters Score -8.841842e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 513408 members 
Entering Unmasked Estep 
Score: -88418416.000000 Penalty: 16110.961914
	Iteration 67Q: 3 clusters Score -8.841842e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 513412 members 
Entering Unmasked Estep 
Score: -88418352.000000 Penalty: 16110.961914
	Iteration 68Q: 3 clusters Score -8.841835e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 513414 members 
Entering Unmasked Estep 
Score: -88418392.000000 Penalty: 16110.961914
	Iteration 69Q: 3 clusters Score -8.841839e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 513420 members 
Entering Unmasked Estep 
Score: -88418384.000000 Penalty: 16110.961914
	Iteration 70Q: 3 clusters Score -8.841838e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 513426 members 
Entering Unmasked Estep 
Score: -88418400.000000 Penalty: 16110.961914
	Iteration 71Q: 3 clusters Score -8.84184e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 513427 members 
Entering Unmasked Estep 
Score: -88418400.000000 Penalty: 16110.961914
	Iteration 72Q: 3 clusters Score -8.84184e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 513428 members 
Entering Unmasked Estep 
Score: -88418432.000000 Penalty: 16110.961914
	Iteration 73Q: 3 clusters Score -8.841843e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 513428 members 
Entering Unmasked Estep 
Score: -88418432.000000 Penalty: 16110.961914
	Iteration 74F: 3 clusters Score -8.841843e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Entering Unmasked Estep 
Score: -88682.218750 Penalty: 3952.845459
	Iteration 0F: 2 clusters Score -88682.22 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 330 members 
Entering Unmasked Estep 
Score: -85169.179688 Penalty: 7905.690918
	Iteration 0F: 3 clusters Score -85169.18 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -85525.664062 Penalty: 7905.690918
	Iteration 1F: 3 clusters Score -85525.66 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -85633.546875 Penalty: 7905.690918
	Iteration 2Q: 3 clusters Score -85633.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -85745.500000 Penalty: 7905.690918
	Iteration 3Q: 3 clusters Score -85745.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -85830.109375 Penalty: 7905.690918
	Iteration 4Q: 3 clusters Score -85830.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -85879.789062 Penalty: 7905.690918
	Iteration 5Q: 3 clusters Score -85879.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -85921.648438 Penalty: 7905.690918
	Iteration 6Q: 3 clusters Score -85921.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -85949.164062 Penalty: 7905.690918
	Iteration 7Q: 3 clusters Score -85949.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -85990.398438 Penalty: 7905.690918
	Iteration 8Q: 3 clusters Score -85990.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -86058.960938 Penalty: 7905.690918
	Iteration 9Q: 3 clusters Score -86058.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -86123.023438 Penalty: 7905.690918
	Iteration 10Q: 3 clusters Score -86123.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -86202.156250 Penalty: 7905.690918
	Iteration 11Q: 3 clusters Score -86202.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -86288.171875 Penalty: 7905.690918
	Iteration 12Q: 3 clusters Score -86288.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -86350.421875 Penalty: 7905.690918
	Iteration 13Q: 3 clusters Score -86350.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -86395.359375 Penalty: 7905.690918
	Iteration 14Q: 3 clusters Score -86395.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -86443.507812 Penalty: 7905.690918
	Iteration 15Q: 3 clusters Score -86443.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -86491.906250 Penalty: 7905.690918
	Iteration 16Q: 3 clusters Score -86491.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -86579.960938 Penalty: 7905.690918
	Iteration 17Q: 3 clusters Score -86579.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -86625.359375 Penalty: 7905.690918
	Iteration 18Q: 3 clusters Score -86625.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -86659.359375 Penalty: 7905.690918
	Iteration 19Q: 3 clusters Score -86659.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -86677.593750 Penalty: 7905.690918
	Iteration 20F: 3 clusters Score -86677.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -86690.718750 Penalty: 7905.690918
	Iteration 21Q: 3 clusters Score -86690.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -86722.695312 Penalty: 7905.690918
	Iteration 22Q: 3 clusters Score -86722.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -86750.007812 Penalty: 7905.690918
	Iteration 23Q: 3 clusters Score -86750.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -86764.476562 Penalty: 7905.690918
	Iteration 24Q: 3 clusters Score -86764.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -86796.640625 Penalty: 7905.690918
	Iteration 25Q: 3 clusters Score -86796.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -86851.085938 Penalty: 7905.690918
	Iteration 26Q: 3 clusters Score -86851.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -86920.351562 Penalty: 7905.690918
	Iteration 27Q: 3 clusters Score -86920.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -86992.257812 Penalty: 7905.690918
	Iteration 28Q: 3 clusters Score -86992.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -87058.757812 Penalty: 7905.690918
	Iteration 29Q: 3 clusters Score -87058.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -87150.914062 Penalty: 7905.690918
	Iteration 30Q: 3 clusters Score -87150.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -87243.804688 Penalty: 7905.690918
	Iteration 31Q: 3 clusters Score -87243.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -87348.656250 Penalty: 7905.690918
	Iteration 32Q: 3 clusters Score -87348.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -87466.742188 Penalty: 7905.690918
	Iteration 33Q: 3 clusters Score -87466.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -87614.437500 Penalty: 7905.690918
	Iteration 34Q: 3 clusters Score -87614.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -87755.679688 Penalty: 7905.690918
	Iteration 35Q: 3 clusters Score -87755.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -87924.085938 Penalty: 7905.690918
	Iteration 36Q: 3 clusters Score -87924.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -88003.546875 Penalty: 7905.690918
	Iteration 37Q: 3 clusters Score -88003.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -88054.312500 Penalty: 7905.690918
	Iteration 38Q: 3 clusters Score -88054.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -88056.695312 Penalty: 7905.690918
	Iteration 39Q: 3 clusters Score -88056.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -88080.703125 Penalty: 7905.690918
	Iteration 40F: 3 clusters Score -88080.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -88606.492188 Penalty: 7905.690918
	Iteration 41Q: 3 clusters Score -88606.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -88736.804688 Penalty: 7905.690918
	Iteration 42Q: 3 clusters Score -88736.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -88758.921875 Penalty: 7905.690918
	Iteration 43Q: 3 clusters Score -88758.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -88812.539062 Penalty: 7905.690918
	Iteration 44Q: 3 clusters Score -88812.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -88852.648438 Penalty: 7905.690918
	Iteration 45Q: 3 clusters Score -88852.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -88871.890625 Penalty: 7905.690918
	Iteration 46Q: 3 clusters Score -88871.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -88881.546875 Penalty: 7905.690918
	Iteration 47Q: 3 clusters Score -88881.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -88886.812500 Penalty: 7905.690918
	Iteration 48Q: 3 clusters Score -88886.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -88886.812500 Penalty: 7905.690918
	Iteration 49F: 3 clusters Score -88886.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208920 members 
Mstep: Class 2 contains 6947 members 
Mstep: Class 3 contains 29853 members 
Mstep: Class 4 contains 52874 members 
Mstep: Class 5 contains 36831 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3066 members 
Mstep: Class 8 contains 13505 members 
Mstep: Class 9 contains 23036 members 
Mstep: Class 10 contains 286062 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20868 members 
Mstep: Class 13 contains 24234 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87919 members 
Mstep: Class 18 contains 514940 members 
Mstep: Class 19 contains 368 members 
Mstep: Class 20 contains 267 members 
Mstep: Class 21 contains 11438 members 
Mstep: Class 22 contains 46324 members 
Entering Unmasked Estep 
Score: -233327856.000000 Penalty: 190448.093750
Splitting cluster 20 changes total score from -233332352.000000 to -233327856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (11438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Entering Unmasked Estep 
Score: -1890960.125000 Penalty: 5723.626465
	Iteration 0F: 2 clusters Score -1890960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1879912.500000 Penalty: 11447.252930
	Iteration 0F: 3 clusters Score -1879912 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1882313.625000 Penalty: 11447.252930
	Iteration 1F: 3 clusters Score -1882314 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1882838.750000 Penalty: 11447.252930
	Iteration 2F: 3 clusters Score -1882839 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1883339.000000 Penalty: 11447.252930
	Iteration 3Q: 3 clusters Score -1883339 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1883795.875000 Penalty: 11447.252930
	Iteration 4Q: 3 clusters Score -1883796 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1884180.750000 Penalty: 11447.252930
	Iteration 5Q: 3 clusters Score -1884181 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1884556.000000 Penalty: 11447.252930
	Iteration 6Q: 3 clusters Score -1884556 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1884896.250000 Penalty: 11447.252930
	Iteration 7Q: 3 clusters Score -1884896 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1885225.750000 Penalty: 11447.252930
	Iteration 8Q: 3 clusters Score -1885226 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1885513.250000 Penalty: 11447.252930
	Iteration 9Q: 3 clusters Score -1885513 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1885760.500000 Penalty: 11447.252930
	Iteration 10Q: 3 clusters Score -1885760 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1885962.750000 Penalty: 11447.252930
	Iteration 11Q: 3 clusters Score -1885963 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1886132.125000 Penalty: 11447.252930
	Iteration 12Q: 3 clusters Score -1886132 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1886280.750000 Penalty: 11447.252930
	Iteration 13Q: 3 clusters Score -1886281 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1886399.750000 Penalty: 11447.252930
	Iteration 14Q: 3 clusters Score -1886400 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1886482.000000 Penalty: 11447.252930
	Iteration 15Q: 3 clusters Score -1886482 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1886555.000000 Penalty: 11447.252930
	Iteration 16Q: 3 clusters Score -1886555 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1886613.625000 Penalty: 11447.252930
	Iteration 17Q: 3 clusters Score -1886614 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1886654.375000 Penalty: 11447.252930
	Iteration 18Q: 3 clusters Score -1886654 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1886698.625000 Penalty: 11447.252930
	Iteration 19Q: 3 clusters Score -1886699 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1886733.750000 Penalty: 11447.252930
	Iteration 20F: 3 clusters Score -1886734 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1886773.375000 Penalty: 11447.252930
	Iteration 21Q: 3 clusters Score -1886773 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1886798.875000 Penalty: 11447.252930
	Iteration 22Q: 3 clusters Score -1886799 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1886829.375000 Penalty: 11447.252930
	Iteration 23Q: 3 clusters Score -1886829 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1886851.875000 Penalty: 11447.252930
	Iteration 24Q: 3 clusters Score -1886852 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1886873.750000 Penalty: 11447.252930
	Iteration 25Q: 3 clusters Score -1886874 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1886894.250000 Penalty: 11447.252930
	Iteration 26Q: 3 clusters Score -1886894 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1886904.250000 Penalty: 11447.252930
	Iteration 27Q: 3 clusters Score -1886904 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1886920.000000 Penalty: 11447.252930
	Iteration 28Q: 3 clusters Score -1886920 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1886928.500000 Penalty: 11447.252930
	Iteration 29Q: 3 clusters Score -1886928 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1886949.125000 Penalty: 11447.252930
	Iteration 30Q: 3 clusters Score -1886949 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1886956.250000 Penalty: 11447.252930
	Iteration 31Q: 3 clusters Score -1886956 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1886960.000000 Penalty: 11447.252930
	Iteration 32Q: 3 clusters Score -1886960 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1886964.000000 Penalty: 11447.252930
	Iteration 33Q: 3 clusters Score -1886964 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1886973.875000 Penalty: 11447.252930
	Iteration 34Q: 3 clusters Score -1886974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1886981.750000 Penalty: 11447.252930
	Iteration 35Q: 3 clusters Score -1886982 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1886986.500000 Penalty: 11447.252930
	Iteration 36Q: 3 clusters Score -1886986 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1886994.625000 Penalty: 11447.252930
	Iteration 37Q: 3 clusters Score -1886995 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1887004.750000 Penalty: 11447.252930
	Iteration 38Q: 3 clusters Score -1887005 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1887009.500000 Penalty: 11447.252930
	Iteration 39Q: 3 clusters Score -1887010 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1887020.625000 Penalty: 11447.252930
	Iteration 40F: 3 clusters Score -1887021 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1887024.125000 Penalty: 11447.252930
	Iteration 41Q: 3 clusters Score -1887024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1887026.125000 Penalty: 11447.252930
	Iteration 42Q: 3 clusters Score -1887026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1887034.750000 Penalty: 11447.252930
	Iteration 43Q: 3 clusters Score -1887035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1887035.875000 Penalty: 11447.252930
	Iteration 44Q: 3 clusters Score -1887036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1887042.000000 Penalty: 11447.252930
	Iteration 45Q: 3 clusters Score -1887042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1887044.125000 Penalty: 11447.252930
	Iteration 46Q: 3 clusters Score -1887044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1887044.500000 Penalty: 11447.252930
	Iteration 47Q: 3 clusters Score -1887044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1887043.625000 Penalty: 11447.252930
	Iteration 48Q: 3 clusters Score -1887044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1887044.750000 Penalty: 11447.252930
	Iteration 49Q: 3 clusters Score -1887045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1887045.250000 Penalty: 11447.252930
	Iteration 50Q: 3 clusters Score -1887045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1887045.250000 Penalty: 11447.252930
	Iteration 51Q: 3 clusters Score -1887045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1887046.625000 Penalty: 11447.252930
	Iteration 52Q: 3 clusters Score -1887047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1887044.500000 Penalty: 11447.252930
	Iteration 53Q: 3 clusters Score -1887044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1887044.500000 Penalty: 11447.252930
	Iteration 54F: 3 clusters Score -1887044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (46324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46324 members 
Entering Unmasked Estep 
Score: -8049450.500000 Penalty: 6580.342285
	Iteration 0F: 2 clusters Score -8049450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -8016149.000000 Penalty: 13160.684570
	Iteration 0F: 3 clusters Score -8016149 nChanged 20168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -8027048.500000 Penalty: 13160.684570
	Iteration 1F: 3 clusters Score -8027048 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -8027943.000000 Penalty: 13160.684570
	Iteration 2F: 3 clusters Score -8027943 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -8028676.000000 Penalty: 13160.684570
	Iteration 3Q: 3 clusters Score -8028676 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -8029470.000000 Penalty: 13160.684570
	Iteration 4Q: 3 clusters Score -8029470 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24356 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -8030438.000000 Penalty: 13160.684570
	Iteration 5Q: 3 clusters Score -8030438 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25029 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -8031643.000000 Penalty: 13160.684570
	Iteration 6Q: 3 clusters Score -8031643 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26051 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -8033106.000000 Penalty: 13160.684570
	Iteration 7F: 3 clusters Score -8033106 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27450 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -8034852.500000 Penalty: 13160.684570
	Iteration 8F: 3 clusters Score -8034852 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29183 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -8036635.000000 Penalty: 13160.684570
	Iteration 9F: 3 clusters Score -8036635 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31048 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -8038396.000000 Penalty: 13160.684570
	Iteration 10F: 3 clusters Score -8038396 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32943 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -8040048.000000 Penalty: 13160.684570
	Iteration 11F: 3 clusters Score -8040048 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34603 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -8041292.000000 Penalty: 13160.684570
	Iteration 12Q: 3 clusters Score -8041292 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36117 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -8042277.500000 Penalty: 13160.684570
	Iteration 13Q: 3 clusters Score -8042278 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37292 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -8042976.500000 Penalty: 13160.684570
	Iteration 14Q: 3 clusters Score -8042976 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38227 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -8043455.500000 Penalty: 13160.684570
	Iteration 15Q: 3 clusters Score -8043456 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39035 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -8043825.000000 Penalty: 13160.684570
	Iteration 16Q: 3 clusters Score -8043825 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39731 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -8044172.500000 Penalty: 13160.684570
	Iteration 17Q: 3 clusters Score -8044172 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40303 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -8044419.500000 Penalty: 13160.684570
	Iteration 18Q: 3 clusters Score -8044420 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40768 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -8044612.500000 Penalty: 13160.684570
	Iteration 19Q: 3 clusters Score -8044612 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41166 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -8044776.000000 Penalty: 13160.684570
	Iteration 20F: 3 clusters Score -8044776 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41481 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -8044859.500000 Penalty: 13160.684570
	Iteration 21Q: 3 clusters Score -8044860 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41754 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -8045009.000000 Penalty: 13160.684570
	Iteration 22Q: 3 clusters Score -8045009 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41984 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -8045118.000000 Penalty: 13160.684570
	Iteration 23Q: 3 clusters Score -8045118 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42182 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -8045203.000000 Penalty: 13160.684570
	Iteration 24Q: 3 clusters Score -8045203 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42348 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -8045280.500000 Penalty: 13160.684570
	Iteration 25Q: 3 clusters Score -8045280 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42497 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -8045333.500000 Penalty: 13160.684570
	Iteration 26Q: 3 clusters Score -8045334 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42643 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -8045424.500000 Penalty: 13160.684570
	Iteration 27Q: 3 clusters Score -8045424 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42751 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -8045469.000000 Penalty: 13160.684570
	Iteration 28Q: 3 clusters Score -8045469 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42830 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -8045512.500000 Penalty: 13160.684570
	Iteration 29Q: 3 clusters Score -8045512 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42894 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -8045547.500000 Penalty: 13160.684570
	Iteration 30Q: 3 clusters Score -8045548 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42945 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -8045577.000000 Penalty: 13160.684570
	Iteration 31Q: 3 clusters Score -8045577 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42979 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -8045591.000000 Penalty: 13160.684570
	Iteration 32Q: 3 clusters Score -8045591 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43007 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -8045603.500000 Penalty: 13160.684570
	Iteration 33Q: 3 clusters Score -8045604 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43038 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -8045611.500000 Penalty: 13160.684570
	Iteration 34Q: 3 clusters Score -8045612 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43072 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -8045641.000000 Penalty: 13160.684570
	Iteration 35Q: 3 clusters Score -8045641 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43105 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -8045670.000000 Penalty: 13160.684570
	Iteration 36Q: 3 clusters Score -8045670 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43127 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -8045667.000000 Penalty: 13160.684570
	Iteration 37Q: 3 clusters Score -8045667 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43145 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -8045666.000000 Penalty: 13160.684570
	Iteration 38Q: 3 clusters Score -8045666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43154 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -8045674.000000 Penalty: 13160.684570
	Iteration 39Q: 3 clusters Score -8045674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43164 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -8045678.000000 Penalty: 13160.684570
	Iteration 40F: 3 clusters Score -8045678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43175 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -8045687.500000 Penalty: 13160.684570
	Iteration 41Q: 3 clusters Score -8045688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43184 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -8045682.000000 Penalty: 13160.684570
	Iteration 42Q: 3 clusters Score -8045682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43195 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -8045690.000000 Penalty: 13160.684570
	Iteration 43Q: 3 clusters Score -8045690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43203 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -8045699.000000 Penalty: 13160.684570
	Iteration 44Q: 3 clusters Score -8045699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43212 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -8045708.500000 Penalty: 13160.684570
	Iteration 45Q: 3 clusters Score -8045708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43218 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -8045707.500000 Penalty: 13160.684570
	Iteration 46Q: 3 clusters Score -8045708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43222 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -8045710.000000 Penalty: 13160.684570
	Iteration 47Q: 3 clusters Score -8045710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43226 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -8045717.500000 Penalty: 13160.684570
	Iteration 48Q: 3 clusters Score -8045718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43233 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -8045707.000000 Penalty: 13160.684570
	Iteration 49Q: 3 clusters Score -8045707 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43239 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -8045707.500000 Penalty: 13160.684570
	Iteration 50Q: 3 clusters Score -8045708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43244 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -8045711.500000 Penalty: 13160.684570
	Iteration 51Q: 3 clusters Score -8045712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43249 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -8045704.500000 Penalty: 13160.684570
	Iteration 52Q: 3 clusters Score -8045704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43253 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -8045706.000000 Penalty: 13160.684570
	Iteration 53Q: 3 clusters Score -8045706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43254 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -8045701.500000 Penalty: 13160.684570
	Iteration 54Q: 3 clusters Score -8045702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43255 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -8045713.500000 Penalty: 13160.684570
	Iteration 55Q: 3 clusters Score -8045714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43255 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -8045713.500000 Penalty: 13160.684570
	Iteration 56F: 3 clusters Score -8045714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208920 members 
Mstep: Class 2 contains 6947 members 
Mstep: Class 3 contains 29853 members 
Mstep: Class 4 contains 52874 members 
Mstep: Class 5 contains 36831 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3066 members 
Mstep: Class 8 contains 13505 members 
Mstep: Class 9 contains 23036 members 
Mstep: Class 10 contains 286062 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20868 members 
Mstep: Class 13 contains 24234 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87919 members 
Mstep: Class 18 contains 514940 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11438 members 
Mstep: Class 22 contains 46324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332368.000000 Penalty: 181791.359375
Iteration 159Q: 22 clusters Score -2.333324e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208911 members 
Mstep: Class 2 contains 6945 members 
Mstep: Class 3 contains 29854 members 
Mstep: Class 4 contains 52870 members 
Mstep: Class 5 contains 36834 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3066 members 
Mstep: Class 8 contains 13506 members 
Mstep: Class 9 contains 23039 members 
Mstep: Class 10 contains 286102 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20868 members 
Mstep: Class 13 contains 24233 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87917 members 
Mstep: Class 18 contains 514912 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11438 members 
Mstep: Class 22 contains 46322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332416.000000 Penalty: 181791.359375
Iteration 160F: 22 clusters Score -2.333324e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208908 members 
Mstep: Class 2 contains 6945 members 
Mstep: Class 3 contains 29854 members 
Mstep: Class 4 contains 52869 members 
Mstep: Class 5 contains 36835 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3066 members 
Mstep: Class 8 contains 13506 members 
Mstep: Class 9 contains 23039 members 
Mstep: Class 10 contains 286135 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20868 members 
Mstep: Class 13 contains 24233 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87917 members 
Mstep: Class 18 contains 514882 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11438 members 
Mstep: Class 22 contains 46322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332480.000000 Penalty: 181791.359375
Iteration 161Q: 22 clusters Score -2.333325e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208904 members 
Mstep: Class 2 contains 6945 members 
Mstep: Class 3 contains 29853 members 
Mstep: Class 4 contains 52868 members 
Mstep: Class 5 contains 36832 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3066 members 
Mstep: Class 8 contains 13506 members 
Mstep: Class 9 contains 23042 members 
Mstep: Class 10 contains 286175 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20868 members 
Mstep: Class 13 contains 24233 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87917 members 
Mstep: Class 18 contains 514848 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11438 members 
Mstep: Class 22 contains 46322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332496.000000 Penalty: 181791.359375
Iteration 162Q: 22 clusters Score -2.333325e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208909 members 
Mstep: Class 2 contains 6945 members 
Mstep: Class 3 contains 29850 members 
Mstep: Class 4 contains 52864 members 
Mstep: Class 5 contains 36827 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3067 members 
Mstep: Class 8 contains 13506 members 
Mstep: Class 9 contains 23046 members 
Mstep: Class 10 contains 286214 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20868 members 
Mstep: Class 13 contains 24232 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87921 members 
Mstep: Class 18 contains 514809 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11438 members 
Mstep: Class 22 contains 46321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332544.000000 Penalty: 181791.359375
Iteration 163Q: 22 clusters Score -2.333325e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208911 members 
Mstep: Class 2 contains 6945 members 
Mstep: Class 3 contains 29848 members 
Mstep: Class 4 contains 52863 members 
Mstep: Class 5 contains 36825 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3068 members 
Mstep: Class 8 contains 13506 members 
Mstep: Class 9 contains 23046 members 
Mstep: Class 10 contains 286243 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20868 members 
Mstep: Class 13 contains 24231 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87925 members 
Mstep: Class 18 contains 514780 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11438 members 
Mstep: Class 22 contains 46320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332480.000000 Penalty: 181791.359375
Iteration 164Q: 22 clusters Score -2.333325e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208912 members 
Mstep: Class 2 contains 6945 members 
Mstep: Class 3 contains 29849 members 
Mstep: Class 4 contains 52861 members 
Mstep: Class 5 contains 36823 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3070 members 
Mstep: Class 8 contains 13505 members 
Mstep: Class 9 contains 23044 members 
Mstep: Class 10 contains 286273 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20868 members 
Mstep: Class 13 contains 24231 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87923 members 
Mstep: Class 18 contains 514757 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11438 members 
Mstep: Class 22 contains 46318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332672.000000 Penalty: 181791.359375
Iteration 165Q: 22 clusters Score -2.333327e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208904 members 
Mstep: Class 2 contains 6945 members 
Mstep: Class 3 contains 29849 members 
Mstep: Class 4 contains 52860 members 
Mstep: Class 5 contains 36822 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3072 members 
Mstep: Class 8 contains 13507 members 
Mstep: Class 9 contains 23041 members 
Mstep: Class 10 contains 286306 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20868 members 
Mstep: Class 13 contains 24230 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87920 members 
Mstep: Class 18 contains 514741 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11438 members 
Mstep: Class 22 contains 46314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332640.000000 Penalty: 181791.359375
Iteration 166Q: 22 clusters Score -2.333326e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208904 members 
Mstep: Class 2 contains 6945 members 
Mstep: Class 3 contains 29848 members 
Mstep: Class 4 contains 52859 members 
Mstep: Class 5 contains 36819 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3074 members 
Mstep: Class 8 contains 13510 members 
Mstep: Class 9 contains 23046 members 
Mstep: Class 10 contains 286326 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20868 members 
Mstep: Class 13 contains 24230 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87921 members 
Mstep: Class 18 contains 514718 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11438 members 
Mstep: Class 22 contains 46311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332592.000000 Penalty: 181791.359375
Iteration 167Q: 22 clusters Score -2.333326e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208900 members 
Mstep: Class 2 contains 6945 members 
Mstep: Class 3 contains 29849 members 
Mstep: Class 4 contains 52856 members 
Mstep: Class 5 contains 36816 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3073 members 
Mstep: Class 8 contains 13512 members 
Mstep: Class 9 contains 23053 members 
Mstep: Class 10 contains 286351 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20868 members 
Mstep: Class 13 contains 24229 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87920 members 
Mstep: Class 18 contains 514698 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11437 members 
Mstep: Class 22 contains 46310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332624.000000 Penalty: 181791.359375
Iteration 168Q: 22 clusters Score -2.333326e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208890 members 
Mstep: Class 2 contains 6945 members 
Mstep: Class 3 contains 29851 members 
Mstep: Class 4 contains 52854 members 
Mstep: Class 5 contains 36813 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3072 members 
Mstep: Class 8 contains 13514 members 
Mstep: Class 9 contains 23055 members 
Mstep: Class 10 contains 286380 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20868 members 
Mstep: Class 13 contains 24230 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87921 members 
Mstep: Class 18 contains 514677 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11437 members 
Mstep: Class 22 contains 46310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332528.000000 Penalty: 181791.359375
Iteration 169Q: 22 clusters Score -2.333325e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208885 members 
Mstep: Class 2 contains 6945 members 
Mstep: Class 3 contains 29851 members 
Mstep: Class 4 contains 52852 members 
Mstep: Class 5 contains 36811 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3074 members 
Mstep: Class 8 contains 13515 members 
Mstep: Class 9 contains 23050 members 
Mstep: Class 10 contains 286413 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20868 members 
Mstep: Class 13 contains 24229 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87921 members 
Mstep: Class 18 contains 514658 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11437 members 
Mstep: Class 22 contains 46308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332480.000000 Penalty: 181791.359375
Iteration 170Q: 22 clusters Score -2.333325e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208892 members 
Mstep: Class 2 contains 6945 members 
Mstep: Class 3 contains 29853 members 
Mstep: Class 4 contains 52848 members 
Mstep: Class 5 contains 36807 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3078 members 
Mstep: Class 8 contains 13515 members 
Mstep: Class 9 contains 23053 members 
Mstep: Class 10 contains 286454 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20868 members 
Mstep: Class 13 contains 24228 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87918 members 
Mstep: Class 18 contains 514613 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11437 members 
Mstep: Class 22 contains 46308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332672.000000 Penalty: 181791.359375
Iteration 171Q: 22 clusters Score -2.333327e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208894 members 
Mstep: Class 2 contains 6945 members 
Mstep: Class 3 contains 29854 members 
Mstep: Class 4 contains 52845 members 
Mstep: Class 5 contains 36804 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3075 members 
Mstep: Class 8 contains 13515 members 
Mstep: Class 9 contains 23055 members 
Mstep: Class 10 contains 286493 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20868 members 
Mstep: Class 13 contains 24227 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87914 members 
Mstep: Class 18 contains 514586 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11436 members 
Mstep: Class 22 contains 46306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332560.000000 Penalty: 181791.359375
Iteration 172Q: 22 clusters Score -2.333326e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208901 members 
Mstep: Class 2 contains 6945 members 
Mstep: Class 3 contains 29851 members 
Mstep: Class 4 contains 52842 members 
Mstep: Class 5 contains 36803 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3075 members 
Mstep: Class 8 contains 13515 members 
Mstep: Class 9 contains 23056 members 
Mstep: Class 10 contains 286536 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20868 members 
Mstep: Class 13 contains 24228 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87912 members 
Mstep: Class 18 contains 514543 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11435 members 
Mstep: Class 22 contains 46307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332368.000000 Penalty: 181791.359375
Iteration 173Q: 22 clusters Score -2.333324e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208898 members 
Mstep: Class 2 contains 6945 members 
Mstep: Class 3 contains 29849 members 
Mstep: Class 4 contains 52838 members 
Mstep: Class 5 contains 36805 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3077 members 
Mstep: Class 8 contains 13515 members 
Mstep: Class 9 contains 23058 members 
Mstep: Class 10 contains 286579 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20868 members 
Mstep: Class 13 contains 24228 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87906 members 
Mstep: Class 18 contains 514510 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11435 members 
Mstep: Class 22 contains 46306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332464.000000 Penalty: 181791.359375
Iteration 174Q: 22 clusters Score -2.333325e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208896 members 
Mstep: Class 2 contains 6945 members 
Mstep: Class 3 contains 29851 members 
Mstep: Class 4 contains 52836 members 
Mstep: Class 5 contains 36804 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3077 members 
Mstep: Class 8 contains 13515 members 
Mstep: Class 9 contains 23051 members 
Mstep: Class 10 contains 286617 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20868 members 
Mstep: Class 13 contains 24228 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87904 members 
Mstep: Class 18 contains 514489 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11435 members 
Mstep: Class 22 contains 46301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332400.000000 Penalty: 181791.359375
Iteration 175Q: 22 clusters Score -2.333324e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208889 members 
Mstep: Class 2 contains 6945 members 
Mstep: Class 3 contains 29852 members 
Mstep: Class 4 contains 52834 members 
Mstep: Class 5 contains 36804 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3080 members 
Mstep: Class 8 contains 13515 members 
Mstep: Class 9 contains 23048 members 
Mstep: Class 10 contains 286655 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20867 members 
Mstep: Class 13 contains 24228 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87901 members 
Mstep: Class 18 contains 514469 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11435 members 
Mstep: Class 22 contains 46295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332288.000000 Penalty: 181791.359375
Iteration 176Q: 22 clusters Score -2.333323e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208888 members 
Mstep: Class 2 contains 6945 members 
Mstep: Class 3 contains 29851 members 
Mstep: Class 4 contains 52832 members 
Mstep: Class 5 contains 36804 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3084 members 
Mstep: Class 8 contains 13514 members 
Mstep: Class 9 contains 23046 members 
Mstep: Class 10 contains 286702 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20867 members 
Mstep: Class 13 contains 24228 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87902 members 
Mstep: Class 18 contains 514433 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11435 members 
Mstep: Class 22 contains 46286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332384.000000 Penalty: 181791.359375
Iteration 177Q: 22 clusters Score -2.333324e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208889 members 
Mstep: Class 2 contains 6945 members 
Mstep: Class 3 contains 29851 members 
Mstep: Class 4 contains 52833 members 
Mstep: Class 5 contains 36803 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3086 members 
Mstep: Class 8 contains 13514 members 
Mstep: Class 9 contains 23048 members 
Mstep: Class 10 contains 286743 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20867 members 
Mstep: Class 13 contains 24227 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87899 members 
Mstep: Class 18 contains 514396 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11435 members 
Mstep: Class 22 contains 46281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332512.000000 Penalty: 181791.359375
Iteration 178Q: 22 clusters Score -2.333325e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208892 members 
Mstep: Class 2 contains 6945 members 
Mstep: Class 3 contains 29849 members 
Mstep: Class 4 contains 52832 members 
Mstep: Class 5 contains 36802 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3089 members 
Mstep: Class 8 contains 13517 members 
Mstep: Class 9 contains 23047 members 
Mstep: Class 10 contains 286787 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20867 members 
Mstep: Class 13 contains 24227 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87896 members 
Mstep: Class 18 contains 514354 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11435 members 
Mstep: Class 22 contains 46278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332512.000000 Penalty: 181791.359375
Iteration 179Q: 22 clusters Score -2.333325e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208885 members 
Mstep: Class 2 contains 6945 members 
Mstep: Class 3 contains 29849 members 
Mstep: Class 4 contains 52832 members 
Mstep: Class 5 contains 36798 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3088 members 
Mstep: Class 8 contains 13523 members 
Mstep: Class 9 contains 23050 members 
Mstep: Class 10 contains 286835 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20867 members 
Mstep: Class 13 contains 24227 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87895 members 
Mstep: Class 18 contains 514312 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11435 members 
Mstep: Class 22 contains 46276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332592.000000 Penalty: 181791.359375
Iteration 180F: 22 clusters Score -2.333326e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208874 members 
Mstep: Class 2 contains 6945 members 
Mstep: Class 3 contains 29848 members 
Mstep: Class 4 contains 52831 members 
Mstep: Class 5 contains 36795 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3089 members 
Mstep: Class 8 contains 13527 members 
Mstep: Class 9 contains 23052 members 
Mstep: Class 10 contains 286875 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20867 members 
Mstep: Class 13 contains 24228 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87893 members 
Mstep: Class 18 contains 514281 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11435 members 
Mstep: Class 22 contains 46277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332560.000000 Penalty: 181791.359375
Iteration 181Q: 22 clusters Score -2.333326e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208866 members 
Mstep: Class 2 contains 6945 members 
Mstep: Class 3 contains 29851 members 
Mstep: Class 4 contains 52824 members 
Mstep: Class 5 contains 36792 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3091 members 
Mstep: Class 8 contains 13532 members 
Mstep: Class 9 contains 23055 members 
Mstep: Class 10 contains 286923 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20867 members 
Mstep: Class 13 contains 24228 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87892 members 
Mstep: Class 18 contains 514243 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11435 members 
Mstep: Class 22 contains 46273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332592.000000 Penalty: 181791.359375
Iteration 182Q: 22 clusters Score -2.333326e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208853 members 
Mstep: Class 2 contains 6945 members 
Mstep: Class 3 contains 29850 members 
Mstep: Class 4 contains 52822 members 
Mstep: Class 5 contains 36792 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3094 members 
Mstep: Class 8 contains 13537 members 
Mstep: Class 9 contains 23057 members 
Mstep: Class 10 contains 286970 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20866 members 
Mstep: Class 13 contains 24228 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87890 members 
Mstep: Class 18 contains 514211 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11435 members 
Mstep: Class 22 contains 46267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332640.000000 Penalty: 181791.359375
Iteration 183Q: 22 clusters Score -2.333326e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208839 members 
Mstep: Class 2 contains 6945 members 
Mstep: Class 3 contains 29847 members 
Mstep: Class 4 contains 52818 members 
Mstep: Class 5 contains 36792 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3095 members 
Mstep: Class 8 contains 13537 members 
Mstep: Class 9 contains 23058 members 
Mstep: Class 10 contains 287016 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20866 members 
Mstep: Class 13 contains 24228 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87889 members 
Mstep: Class 18 contains 514183 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11435 members 
Mstep: Class 22 contains 46269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332752.000000 Penalty: 181791.359375
Iteration 184Q: 22 clusters Score -2.333328e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208821 members 
Mstep: Class 2 contains 6945 members 
Mstep: Class 3 contains 29846 members 
Mstep: Class 4 contains 52817 members 
Mstep: Class 5 contains 36790 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3095 members 
Mstep: Class 8 contains 13539 members 
Mstep: Class 9 contains 23059 members 
Mstep: Class 10 contains 287055 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20866 members 
Mstep: Class 13 contains 24228 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87886 members 
Mstep: Class 18 contains 514168 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11435 members 
Mstep: Class 22 contains 46267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332688.000000 Penalty: 181791.359375
Iteration 185Q: 22 clusters Score -2.333327e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208809 members 
Mstep: Class 2 contains 6945 members 
Mstep: Class 3 contains 29846 members 
Mstep: Class 4 contains 52816 members 
Mstep: Class 5 contains 36788 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3095 members 
Mstep: Class 8 contains 13542 members 
Mstep: Class 9 contains 23059 members 
Mstep: Class 10 contains 287092 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20866 members 
Mstep: Class 13 contains 24228 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87882 members 
Mstep: Class 18 contains 514147 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11435 members 
Mstep: Class 22 contains 46267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332624.000000 Penalty: 181791.359375
Iteration 186Q: 22 clusters Score -2.333326e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208805 members 
Mstep: Class 2 contains 6945 members 
Mstep: Class 3 contains 29841 members 
Mstep: Class 4 contains 52816 members 
Mstep: Class 5 contains 36787 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3095 members 
Mstep: Class 8 contains 13543 members 
Mstep: Class 9 contains 23060 members 
Mstep: Class 10 contains 287128 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20866 members 
Mstep: Class 13 contains 24229 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87880 members 
Mstep: Class 18 contains 514123 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11435 members 
Mstep: Class 22 contains 46264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332864.000000 Penalty: 181791.359375
Iteration 187Q: 22 clusters Score -2.333329e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208804 members 
Mstep: Class 2 contains 6945 members 
Mstep: Class 3 contains 29842 members 
Mstep: Class 4 contains 52814 members 
Mstep: Class 5 contains 36786 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3095 members 
Mstep: Class 8 contains 13545 members 
Mstep: Class 9 contains 23060 members 
Mstep: Class 10 contains 287154 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20866 members 
Mstep: Class 13 contains 24229 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87878 members 
Mstep: Class 18 contains 514100 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11435 members 
Mstep: Class 22 contains 46264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332704.000000 Penalty: 181791.359375
Iteration 188Q: 22 clusters Score -2.333327e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208803 members 
Mstep: Class 2 contains 6945 members 
Mstep: Class 3 contains 29843 members 
Mstep: Class 4 contains 52813 members 
Mstep: Class 5 contains 36783 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3095 members 
Mstep: Class 8 contains 13546 members 
Mstep: Class 9 contains 23062 members 
Mstep: Class 10 contains 287190 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20866 members 
Mstep: Class 13 contains 24229 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87875 members 
Mstep: Class 18 contains 514073 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11434 members 
Mstep: Class 22 contains 46260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332848.000000 Penalty: 181791.359375
Iteration 189Q: 22 clusters Score -2.333328e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208801 members 
Mstep: Class 2 contains 6944 members 
Mstep: Class 3 contains 29843 members 
Mstep: Class 4 contains 52813 members 
Mstep: Class 5 contains 36782 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3095 members 
Mstep: Class 8 contains 13548 members 
Mstep: Class 9 contains 23063 members 
Mstep: Class 10 contains 287220 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20866 members 
Mstep: Class 13 contains 24229 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87878 members 
Mstep: Class 18 contains 514044 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11434 members 
Mstep: Class 22 contains 46257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332736.000000 Penalty: 181791.359375
Iteration 190Q: 22 clusters Score -2.333327e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208799 members 
Mstep: Class 2 contains 6943 members 
Mstep: Class 3 contains 29841 members 
Mstep: Class 4 contains 52813 members 
Mstep: Class 5 contains 36781 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3095 members 
Mstep: Class 8 contains 13551 members 
Mstep: Class 9 contains 23063 members 
Mstep: Class 10 contains 287247 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20866 members 
Mstep: Class 13 contains 24229 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87878 members 
Mstep: Class 18 contains 514022 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11432 members 
Mstep: Class 22 contains 46257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332704.000000 Penalty: 181791.359375
Iteration 191Q: 22 clusters Score -2.333327e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208800 members 
Mstep: Class 2 contains 6942 members 
Mstep: Class 3 contains 29841 members 
Mstep: Class 4 contains 52810 members 
Mstep: Class 5 contains 36782 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3094 members 
Mstep: Class 8 contains 13552 members 
Mstep: Class 9 contains 23063 members 
Mstep: Class 10 contains 287272 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20866 members 
Mstep: Class 13 contains 24229 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87875 members 
Mstep: Class 18 contains 514001 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11432 members 
Mstep: Class 22 contains 46258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332704.000000 Penalty: 181791.359375
Iteration 192Q: 22 clusters Score -2.333327e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208796 members 
Mstep: Class 2 contains 6942 members 
Mstep: Class 3 contains 29841 members 
Mstep: Class 4 contains 52809 members 
Mstep: Class 5 contains 36782 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3094 members 
Mstep: Class 8 contains 13554 members 
Mstep: Class 9 contains 23063 members 
Mstep: Class 10 contains 287296 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20867 members 
Mstep: Class 13 contains 24227 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87873 members 
Mstep: Class 18 contains 513982 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11432 members 
Mstep: Class 22 contains 46259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332720.000000 Penalty: 181791.359375
Iteration 193Q: 22 clusters Score -2.333327e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208795 members 
Mstep: Class 2 contains 6942 members 
Mstep: Class 3 contains 29840 members 
Mstep: Class 4 contains 52807 members 
Mstep: Class 5 contains 36780 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3094 members 
Mstep: Class 8 contains 13554 members 
Mstep: Class 9 contains 23062 members 
Mstep: Class 10 contains 287328 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20867 members 
Mstep: Class 13 contains 24226 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87872 members 
Mstep: Class 18 contains 513959 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11432 members 
Mstep: Class 22 contains 46259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332848.000000 Penalty: 181791.359375
Iteration 194Q: 22 clusters Score -2.333328e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208790 members 
Mstep: Class 2 contains 6942 members 
Mstep: Class 3 contains 29839 members 
Mstep: Class 4 contains 52806 members 
Mstep: Class 5 contains 36780 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3094 members 
Mstep: Class 8 contains 13554 members 
Mstep: Class 9 contains 23062 members 
Mstep: Class 10 contains 287360 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20867 members 
Mstep: Class 13 contains 24225 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87871 members 
Mstep: Class 18 contains 513938 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11431 members 
Mstep: Class 22 contains 46258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332640.000000 Penalty: 181791.359375
Iteration 195Q: 22 clusters Score -2.333326e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208781 members 
Mstep: Class 2 contains 6942 members 
Mstep: Class 3 contains 29840 members 
Mstep: Class 4 contains 52805 members 
Mstep: Class 5 contains 36779 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3094 members 
Mstep: Class 8 contains 13554 members 
Mstep: Class 9 contains 23061 members 
Mstep: Class 10 contains 287403 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20867 members 
Mstep: Class 13 contains 24224 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87870 members 
Mstep: Class 18 contains 513910 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11431 members 
Mstep: Class 22 contains 46256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332880.000000 Penalty: 181791.359375
Iteration 196Q: 22 clusters Score -2.333329e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208782 members 
Mstep: Class 2 contains 6942 members 
Mstep: Class 3 contains 29840 members 
Mstep: Class 4 contains 52807 members 
Mstep: Class 5 contains 36777 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3095 members 
Mstep: Class 8 contains 13554 members 
Mstep: Class 9 contains 23060 members 
Mstep: Class 10 contains 287443 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20867 members 
Mstep: Class 13 contains 24223 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87868 members 
Mstep: Class 18 contains 513873 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11431 members 
Mstep: Class 22 contains 46255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332736.000000 Penalty: 181791.359375
Iteration 197Q: 22 clusters Score -2.333327e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208780 members 
Mstep: Class 2 contains 6942 members 
Mstep: Class 3 contains 29840 members 
Mstep: Class 4 contains 52807 members 
Mstep: Class 5 contains 36779 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3096 members 
Mstep: Class 8 contains 13554 members 
Mstep: Class 9 contains 23059 members 
Mstep: Class 10 contains 287488 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20867 members 
Mstep: Class 13 contains 24222 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87867 members 
Mstep: Class 18 contains 513832 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11431 members 
Mstep: Class 22 contains 46253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332704.000000 Penalty: 181791.359375
Iteration 198Q: 22 clusters Score -2.333327e+08 nChanged 72
Entering ConstructFrom: 
Score: -233332704.000000 Penalty: 181791.359375
Entering ConstructFrom: 
Trying to split cluster 1 (208782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208782 members 
Entering Unmasked Estep 
Score: -35972800.000000 Penalty: 7502.541016
	Iteration 0F: 2 clusters Score -3.59728e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104484 members 
Mstep: Class 2 contains 104298 members 
Entering Unmasked Estep 
Score: -35833836.000000 Penalty: 15005.082031
	Iteration 0F: 3 clusters Score -3.583384e+07 nChanged 98187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105201 members 
Mstep: Class 2 contains 103581 members 
Entering Unmasked Estep 
Score: -35889020.000000 Penalty: 15005.082031
	Iteration 1F: 3 clusters Score -3.588902e+07 nChanged 6868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105615 members 
Mstep: Class 2 contains 103167 members 
Entering Unmasked Estep 
Score: -35890668.000000 Penalty: 15005.082031
	Iteration 2Q: 3 clusters Score -3.589067e+07 nChanged 6925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106284 members 
Mstep: Class 2 contains 102498 members 
Entering Unmasked Estep 
Score: -35892392.000000 Penalty: 15005.082031
	Iteration 3Q: 3 clusters Score -3.589239e+07 nChanged 7219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107357 members 
Mstep: Class 2 contains 101425 members 
Entering Unmasked Estep 
Score: -35894596.000000 Penalty: 15005.082031
	Iteration 4Q: 3 clusters Score -3.58946e+07 nChanged 7923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109172 members 
Mstep: Class 2 contains 99610 members 
Entering Unmasked Estep 
Score: -35897120.000000 Penalty: 15005.082031
	Iteration 5Q: 3 clusters Score -3.589712e+07 nChanged 8641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111933 members 
Mstep: Class 2 contains 96849 members 
Entering Unmasked Estep 
Score: -35900468.000000 Penalty: 15005.082031
	Iteration 6Q: 3 clusters Score -3.590047e+07 nChanged 9672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116099 members 
Mstep: Class 2 contains 92683 members 
Entering Unmasked Estep 
Score: -35904848.000000 Penalty: 15005.082031
	Iteration 7Q: 3 clusters Score -3.590485e+07 nChanged 10994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122087 members 
Mstep: Class 2 contains 86695 members 
Entering Unmasked Estep 
Score: -35910944.000000 Penalty: 15005.082031
	Iteration 8F: 3 clusters Score -3.591094e+07 nChanged 12402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130013 members 
Mstep: Class 2 contains 78769 members 
Entering Unmasked Estep 
Score: -35919584.000000 Penalty: 15005.082031
	Iteration 9F: 3 clusters Score -3.591958e+07 nChanged 13170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138865 members 
Mstep: Class 2 contains 69917 members 
Entering Unmasked Estep 
Score: -35930072.000000 Penalty: 15005.082031
	Iteration 10F: 3 clusters Score -3.593007e+07 nChanged 12490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146833 members 
Mstep: Class 2 contains 61949 members 
Entering Unmasked Estep 
Score: -35940856.000000 Penalty: 15005.082031
	Iteration 11F: 3 clusters Score -3.594086e+07 nChanged 10424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152503 members 
Mstep: Class 2 contains 56279 members 
Entering Unmasked Estep 
Score: -35948400.000000 Penalty: 15005.082031
	Iteration 12Q: 3 clusters Score -3.59484e+07 nChanged 7554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156145 members 
Mstep: Class 2 contains 52637 members 
Entering Unmasked Estep 
Score: -35952944.000000 Penalty: 15005.082031
	Iteration 13Q: 3 clusters Score -3.595294e+07 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158720 members 
Mstep: Class 2 contains 50062 members 
Entering Unmasked Estep 
Score: -35955352.000000 Penalty: 15005.082031
	Iteration 14Q: 3 clusters Score -3.595535e+07 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160784 members 
Mstep: Class 2 contains 47998 members 
Entering Unmasked Estep 
Score: -35956876.000000 Penalty: 15005.082031
	Iteration 15Q: 3 clusters Score -3.595688e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162526 members 
Mstep: Class 2 contains 46256 members 
Entering Unmasked Estep 
Score: -35957736.000000 Penalty: 15005.082031
	Iteration 16Q: 3 clusters Score -3.595774e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164237 members 
Mstep: Class 2 contains 44545 members 
Entering Unmasked Estep 
Score: -35958432.000000 Penalty: 15005.082031
	Iteration 17Q: 3 clusters Score -3.595843e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165826 members 
Mstep: Class 2 contains 42956 members 
Entering Unmasked Estep 
Score: -35959192.000000 Penalty: 15005.082031
	Iteration 18Q: 3 clusters Score -3.595919e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167399 members 
Mstep: Class 2 contains 41383 members 
Entering Unmasked Estep 
Score: -35959844.000000 Penalty: 15005.082031
	Iteration 19Q: 3 clusters Score -3.595984e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169022 members 
Mstep: Class 2 contains 39760 members 
Entering Unmasked Estep 
Score: -35960572.000000 Penalty: 15005.082031
	Iteration 20F: 3 clusters Score -3.596057e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170561 members 
Mstep: Class 2 contains 38221 members 
Entering Unmasked Estep 
Score: -35961108.000000 Penalty: 15005.082031
	Iteration 21Q: 3 clusters Score -3.596111e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172120 members 
Mstep: Class 2 contains 36662 members 
Entering Unmasked Estep 
Score: -35961688.000000 Penalty: 15005.082031
	Iteration 22Q: 3 clusters Score -3.596169e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173638 members 
Mstep: Class 2 contains 35144 members 
Entering Unmasked Estep 
Score: -35962080.000000 Penalty: 15005.082031
	Iteration 23Q: 3 clusters Score -3.596208e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175131 members 
Mstep: Class 2 contains 33651 members 
Entering Unmasked Estep 
Score: -35962524.000000 Penalty: 15005.082031
	Iteration 24Q: 3 clusters Score -3.596252e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176563 members 
Mstep: Class 2 contains 32219 members 
Entering Unmasked Estep 
Score: -35962800.000000 Penalty: 15005.082031
	Iteration 25Q: 3 clusters Score -3.59628e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177945 members 
Mstep: Class 2 contains 30837 members 
Entering Unmasked Estep 
Score: -35963164.000000 Penalty: 15005.082031
	Iteration 26Q: 3 clusters Score -3.596316e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179348 members 
Mstep: Class 2 contains 29434 members 
Entering Unmasked Estep 
Score: -35963616.000000 Penalty: 15005.082031
	Iteration 27Q: 3 clusters Score -3.596362e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180751 members 
Mstep: Class 2 contains 28031 members 
Entering Unmasked Estep 
Score: -35963952.000000 Penalty: 15005.082031
	Iteration 28Q: 3 clusters Score -3.596395e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182095 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -35964340.000000 Penalty: 15005.082031
	Iteration 29Q: 3 clusters Score -3.596434e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183468 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -35964548.000000 Penalty: 15005.082031
	Iteration 30Q: 3 clusters Score -3.596455e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184836 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -35964992.000000 Penalty: 15005.082031
	Iteration 31Q: 3 clusters Score -3.596499e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186206 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
Score: -35965316.000000 Penalty: 15005.082031
	Iteration 32Q: 3 clusters Score -3.596532e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187537 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -35965468.000000 Penalty: 15005.082031
	Iteration 33Q: 3 clusters Score -3.596547e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188888 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -35965704.000000 Penalty: 15005.082031
	Iteration 34Q: 3 clusters Score -3.59657e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190178 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -35965980.000000 Penalty: 15005.082031
	Iteration 35Q: 3 clusters Score -3.596598e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191399 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -35966312.000000 Penalty: 15005.082031
	Iteration 36Q: 3 clusters Score -3.596631e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192551 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -35966492.000000 Penalty: 15005.082031
	Iteration 37Q: 3 clusters Score -3.596649e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193604 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -35966832.000000 Penalty: 15005.082031
	Iteration 38Q: 3 clusters Score -3.596683e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194591 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -35967088.000000 Penalty: 15005.082031
	Iteration 39Q: 3 clusters Score -3.596709e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195504 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -35967148.000000 Penalty: 15005.082031
	Iteration 40F: 3 clusters Score -3.596715e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196364 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -35967552.000000 Penalty: 15005.082031
	Iteration 41Q: 3 clusters Score -3.596755e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197192 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -35967672.000000 Penalty: 15005.082031
	Iteration 42Q: 3 clusters Score -3.596767e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197927 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -35967772.000000 Penalty: 15005.082031
	Iteration 43Q: 3 clusters Score -3.596777e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198623 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -35967928.000000 Penalty: 15005.082031
	Iteration 44Q: 3 clusters Score -3.596793e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199252 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -35968156.000000 Penalty: 15005.082031
	Iteration 45Q: 3 clusters Score -3.596816e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199841 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -35968148.000000 Penalty: 15005.082031
	Iteration 46Q: 3 clusters Score -3.596815e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200332 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -35968192.000000 Penalty: 15005.082031
	Iteration 47Q: 3 clusters Score -3.596819e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200772 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -35968276.000000 Penalty: 15005.082031
	Iteration 48Q: 3 clusters Score -3.596828e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201143 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -35968376.000000 Penalty: 15005.082031
	Iteration 49Q: 3 clusters Score -3.596838e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201488 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -35968496.000000 Penalty: 15005.082031
	Iteration 50Q: 3 clusters Score -3.59685e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201824 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -35968520.000000 Penalty: 15005.082031
	Iteration 51Q: 3 clusters Score -3.596852e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202107 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -35968632.000000 Penalty: 15005.082031
	Iteration 52Q: 3 clusters Score -3.596863e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202347 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -35968704.000000 Penalty: 15005.082031
	Iteration 53Q: 3 clusters Score -3.59687e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202559 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -35968744.000000 Penalty: 15005.082031
	Iteration 54Q: 3 clusters Score -3.596874e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202790 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -35968832.000000 Penalty: 15005.082031
	Iteration 55Q: 3 clusters Score -3.596883e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202981 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -35968876.000000 Penalty: 15005.082031
	Iteration 56Q: 3 clusters Score -3.596888e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203160 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -35968840.000000 Penalty: 15005.082031
	Iteration 57Q: 3 clusters Score -3.596884e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203305 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -35968944.000000 Penalty: 15005.082031
	Iteration 58Q: 3 clusters Score -3.596894e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203442 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -35968904.000000 Penalty: 15005.082031
	Iteration 59Q: 3 clusters Score -3.59689e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203570 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -35968932.000000 Penalty: 15005.082031
	Iteration 60F: 3 clusters Score -3.596893e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203692 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -35968980.000000 Penalty: 15005.082031
	Iteration 61Q: 3 clusters Score -3.596898e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203815 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -35969012.000000 Penalty: 15005.082031
	Iteration 62Q: 3 clusters Score -3.596901e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203898 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -35969064.000000 Penalty: 15005.082031
	Iteration 63Q: 3 clusters Score -3.596906e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203989 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -35969064.000000 Penalty: 15005.082031
	Iteration 64Q: 3 clusters Score -3.596906e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204063 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -35969100.000000 Penalty: 15005.082031
	Iteration 65Q: 3 clusters Score -3.59691e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204147 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -35969052.000000 Penalty: 15005.082031
	Iteration 66Q: 3 clusters Score -3.596905e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204223 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -35969144.000000 Penalty: 15005.082031
	Iteration 67Q: 3 clusters Score -3.596914e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204284 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -35969156.000000 Penalty: 15005.082031
	Iteration 68Q: 3 clusters Score -3.596916e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204335 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -35969172.000000 Penalty: 15005.082031
	Iteration 69Q: 3 clusters Score -3.596917e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204378 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -35969152.000000 Penalty: 15005.082031
	Iteration 70Q: 3 clusters Score -3.596915e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204412 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -35969140.000000 Penalty: 15005.082031
	Iteration 71Q: 3 clusters Score -3.596914e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204454 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -35969164.000000 Penalty: 15005.082031
	Iteration 72Q: 3 clusters Score -3.596916e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204491 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -35969196.000000 Penalty: 15005.082031
	Iteration 73Q: 3 clusters Score -3.59692e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204533 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -35969208.000000 Penalty: 15005.082031
	Iteration 74Q: 3 clusters Score -3.596921e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204561 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -35969216.000000 Penalty: 15005.082031
	Iteration 75Q: 3 clusters Score -3.596922e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204574 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -35969220.000000 Penalty: 15005.082031
	Iteration 76Q: 3 clusters Score -3.596922e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204584 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -35969212.000000 Penalty: 15005.082031
	Iteration 77Q: 3 clusters Score -3.596921e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204607 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -35969224.000000 Penalty: 15005.082031
	Iteration 78Q: 3 clusters Score -3.596922e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204632 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -35969196.000000 Penalty: 15005.082031
	Iteration 79Q: 3 clusters Score -3.59692e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204653 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -35969232.000000 Penalty: 15005.082031
	Iteration 80F: 3 clusters Score -3.596923e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204667 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -35969200.000000 Penalty: 15005.082031
	Iteration 81Q: 3 clusters Score -3.59692e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204688 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -35969232.000000 Penalty: 15005.082031
	Iteration 82Q: 3 clusters Score -3.596923e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204712 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -35969236.000000 Penalty: 15005.082031
	Iteration 83Q: 3 clusters Score -3.596924e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204739 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -35969216.000000 Penalty: 15005.082031
	Iteration 84Q: 3 clusters Score -3.596922e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204755 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -35969244.000000 Penalty: 15005.082031
	Iteration 85Q: 3 clusters Score -3.596924e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204773 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -35969288.000000 Penalty: 15005.082031
	Iteration 86Q: 3 clusters Score -3.596929e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204797 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -35969248.000000 Penalty: 15005.082031
	Iteration 87Q: 3 clusters Score -3.596925e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204819 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -35969276.000000 Penalty: 15005.082031
	Iteration 88Q: 3 clusters Score -3.596928e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204837 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -35969284.000000 Penalty: 15005.082031
	Iteration 89Q: 3 clusters Score -3.596928e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204859 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -35969272.000000 Penalty: 15005.082031
	Iteration 90Q: 3 clusters Score -3.596927e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204871 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -35969272.000000 Penalty: 15005.082031
	Iteration 91Q: 3 clusters Score -3.596927e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204890 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -35969288.000000 Penalty: 15005.082031
	Iteration 92Q: 3 clusters Score -3.596929e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204906 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -35969276.000000 Penalty: 15005.082031
	Iteration 93Q: 3 clusters Score -3.596928e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204919 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -35969288.000000 Penalty: 15005.082031
	Iteration 94Q: 3 clusters Score -3.596929e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204932 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -35969284.000000 Penalty: 15005.082031
	Iteration 95Q: 3 clusters Score -3.596928e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204948 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -35969296.000000 Penalty: 15005.082031
	Iteration 96Q: 3 clusters Score -3.59693e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204958 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -35969304.000000 Penalty: 15005.082031
	Iteration 97Q: 3 clusters Score -3.59693e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204967 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -35969304.000000 Penalty: 15005.082031
	Iteration 98Q: 3 clusters Score -3.59693e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204978 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -35969320.000000 Penalty: 15005.082031
	Iteration 99Q: 3 clusters Score -3.596932e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204987 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -35969316.000000 Penalty: 15005.082031
	Iteration 100F: 3 clusters Score -3.596932e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204998 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -35969332.000000 Penalty: 15005.082031
	Iteration 101Q: 3 clusters Score -3.596933e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205005 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -35969308.000000 Penalty: 15005.082031
	Iteration 102Q: 3 clusters Score -3.596931e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205011 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -35969316.000000 Penalty: 15005.082031
	Iteration 103Q: 3 clusters Score -3.596932e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205017 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -35969308.000000 Penalty: 15005.082031
	Iteration 104Q: 3 clusters Score -3.596931e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205022 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -35969300.000000 Penalty: 15005.082031
	Iteration 105Q: 3 clusters Score -3.59693e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205026 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -35969300.000000 Penalty: 15005.082031
	Iteration 106Q: 3 clusters Score -3.59693e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205034 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -35969296.000000 Penalty: 15005.082031
	Iteration 107Q: 3 clusters Score -3.59693e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205041 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -35969312.000000 Penalty: 15005.082031
	Iteration 108Q: 3 clusters Score -3.596931e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205047 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -35969312.000000 Penalty: 15005.082031
	Iteration 109Q: 3 clusters Score -3.596931e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205054 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -35969316.000000 Penalty: 15005.082031
	Iteration 110Q: 3 clusters Score -3.596932e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205061 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -35969324.000000 Penalty: 15005.082031
	Iteration 111Q: 3 clusters Score -3.596932e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205071 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -35969284.000000 Penalty: 15005.082031
	Iteration 112Q: 3 clusters Score -3.596928e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205086 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -35969308.000000 Penalty: 15005.082031
	Iteration 113Q: 3 clusters Score -3.596931e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205097 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -35969304.000000 Penalty: 15005.082031
	Iteration 114Q: 3 clusters Score -3.59693e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205105 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -35969328.000000 Penalty: 15005.082031
	Iteration 115Q: 3 clusters Score -3.596933e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205109 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -35969312.000000 Penalty: 15005.082031
	Iteration 116Q: 3 clusters Score -3.596931e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205113 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -35969304.000000 Penalty: 15005.082031
	Iteration 117Q: 3 clusters Score -3.59693e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205115 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -35969328.000000 Penalty: 15005.082031
	Iteration 118Q: 3 clusters Score -3.596933e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205115 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -35969328.000000 Penalty: 15005.082031
	Iteration 119F: 3 clusters Score -3.596933e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Entering Unmasked Estep 
Score: -1130108.250000 Penalty: 5417.686035
	Iteration 0F: 2 clusters Score -1130108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1121713.750000 Penalty: 10835.372070
	Iteration 0F: 3 clusters Score -1121714 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1123334.875000 Penalty: 10835.372070
	Iteration 1F: 3 clusters Score -1123335 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1123727.750000 Penalty: 10835.372070
	Iteration 2F: 3 clusters Score -1123728 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1124013.000000 Penalty: 10835.372070
	Iteration 3Q: 3 clusters Score -1124013 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1124230.875000 Penalty: 10835.372070
	Iteration 4Q: 3 clusters Score -1124231 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1124460.750000 Penalty: 10835.372070
	Iteration 5Q: 3 clusters Score -1124461 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1124743.000000 Penalty: 10835.372070
	Iteration 6Q: 3 clusters Score -1124743 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1125053.500000 Penalty: 10835.372070
	Iteration 7Q: 3 clusters Score -1125054 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1125340.125000 Penalty: 10835.372070
	Iteration 8Q: 3 clusters Score -1125340 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1125668.875000 Penalty: 10835.372070
	Iteration 9Q: 3 clusters Score -1125669 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1126060.375000 Penalty: 10835.372070
	Iteration 10Q: 3 clusters Score -1126060 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1126434.125000 Penalty: 10835.372070
	Iteration 11Q: 3 clusters Score -1126434 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1126780.250000 Penalty: 10835.372070
	Iteration 12Q: 3 clusters Score -1126780 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1127049.250000 Penalty: 10835.372070
	Iteration 13Q: 3 clusters Score -1127049 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1127213.375000 Penalty: 10835.372070
	Iteration 14Q: 3 clusters Score -1127213 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1127295.875000 Penalty: 10835.372070
	Iteration 15Q: 3 clusters Score -1127296 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1127343.500000 Penalty: 10835.372070
	Iteration 16Q: 3 clusters Score -1127344 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1127365.625000 Penalty: 10835.372070
	Iteration 17Q: 3 clusters Score -1127366 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1127379.375000 Penalty: 10835.372070
	Iteration 18Q: 3 clusters Score -1127379 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1127391.375000 Penalty: 10835.372070
	Iteration 19Q: 3 clusters Score -1127391 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1127401.500000 Penalty: 10835.372070
	Iteration 20F: 3 clusters Score -1127402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1127413.750000 Penalty: 10835.372070
	Iteration 21Q: 3 clusters Score -1127414 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1127420.625000 Penalty: 10835.372070
	Iteration 22Q: 3 clusters Score -1127421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1127424.875000 Penalty: 10835.372070
	Iteration 23Q: 3 clusters Score -1127425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1127425.875000 Penalty: 10835.372070
	Iteration 24Q: 3 clusters Score -1127426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1127426.500000 Penalty: 10835.372070
	Iteration 25Q: 3 clusters Score -1127426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1127437.375000 Penalty: 10835.372070
	Iteration 26Q: 3 clusters Score -1127437 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1127440.875000 Penalty: 10835.372070
	Iteration 27Q: 3 clusters Score -1127441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1127443.250000 Penalty: 10835.372070
	Iteration 28Q: 3 clusters Score -1127443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1127443.625000 Penalty: 10835.372070
	Iteration 29Q: 3 clusters Score -1127444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1127449.250000 Penalty: 10835.372070
	Iteration 30Q: 3 clusters Score -1127449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1127447.875000 Penalty: 10835.372070
	Iteration 31Q: 3 clusters Score -1127448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1127452.625000 Penalty: 10835.372070
	Iteration 32Q: 3 clusters Score -1127453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1127456.500000 Penalty: 10835.372070
	Iteration 33Q: 3 clusters Score -1127456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1127457.125000 Penalty: 10835.372070
	Iteration 34Q: 3 clusters Score -1127457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1127461.375000 Penalty: 10835.372070
	Iteration 35Q: 3 clusters Score -1127461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1127462.500000 Penalty: 10835.372070
	Iteration 36Q: 3 clusters Score -1127462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1127464.125000 Penalty: 10835.372070
	Iteration 37Q: 3 clusters Score -1127464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1127465.000000 Penalty: 10835.372070
	Iteration 38Q: 3 clusters Score -1127465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1127468.375000 Penalty: 10835.372070
	Iteration 39Q: 3 clusters Score -1127468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1127472.375000 Penalty: 10835.372070
	Iteration 40F: 3 clusters Score -1127472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1127472.000000 Penalty: 10835.372070
	Iteration 41Q: 3 clusters Score -1127472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1127473.375000 Penalty: 10835.372070
	Iteration 42Q: 3 clusters Score -1127473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1127473.375000 Penalty: 10835.372070
	Iteration 43F: 3 clusters Score -1127473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (29839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29839 members 
Entering Unmasked Estep 
Score: -4886383.500000 Penalty: 6310.937500
	Iteration 0F: 2 clusters Score -4886384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -4863707.000000 Penalty: 12621.875000
	Iteration 0F: 3 clusters Score -4863707 nChanged 12568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -4870353.500000 Penalty: 12621.875000
	Iteration 1F: 3 clusters Score -4870354 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -4871205.500000 Penalty: 12621.875000
	Iteration 2F: 3 clusters Score -4871206 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -4871943.500000 Penalty: 12621.875000
	Iteration 3F: 3 clusters Score -4871944 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -4872541.500000 Penalty: 12621.875000
	Iteration 4Q: 3 clusters Score -4872542 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -4873027.000000 Penalty: 12621.875000
	Iteration 5Q: 3 clusters Score -4873027 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -4873493.000000 Penalty: 12621.875000
	Iteration 6Q: 3 clusters Score -4873493 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -4873924.000000 Penalty: 12621.875000
	Iteration 7Q: 3 clusters Score -4873924 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -4874383.000000 Penalty: 12621.875000
	Iteration 8Q: 3 clusters Score -4874383 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -4874931.000000 Penalty: 12621.875000
	Iteration 9Q: 3 clusters Score -4874931 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -4875576.000000 Penalty: 12621.875000
	Iteration 10Q: 3 clusters Score -4875576 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -4876316.500000 Penalty: 12621.875000
	Iteration 11Q: 3 clusters Score -4876316 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -4877239.500000 Penalty: 12621.875000
	Iteration 12Q: 3 clusters Score -4877240 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -4878157.000000 Penalty: 12621.875000
	Iteration 13Q: 3 clusters Score -4878157 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -4879135.000000 Penalty: 12621.875000
	Iteration 14Q: 3 clusters Score -4879135 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -4879904.500000 Penalty: 12621.875000
	Iteration 15Q: 3 clusters Score -4879904 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26881 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -4880575.500000 Penalty: 12621.875000
	Iteration 16Q: 3 clusters Score -4880576 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27434 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -4881083.000000 Penalty: 12621.875000
	Iteration 17Q: 3 clusters Score -4881083 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -4881461.500000 Penalty: 12621.875000
	Iteration 18Q: 3 clusters Score -4881462 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28039 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -4881679.000000 Penalty: 12621.875000
	Iteration 19Q: 3 clusters Score -4881679 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -4881808.000000 Penalty: 12621.875000
	Iteration 20F: 3 clusters Score -4881808 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28260 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -4881893.000000 Penalty: 12621.875000
	Iteration 21Q: 3 clusters Score -4881893 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28329 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -4881950.500000 Penalty: 12621.875000
	Iteration 22Q: 3 clusters Score -4881950 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28385 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -4882014.000000 Penalty: 12621.875000
	Iteration 23Q: 3 clusters Score -4882014 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28428 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -4882062.000000 Penalty: 12621.875000
	Iteration 24Q: 3 clusters Score -4882062 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28466 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -4882102.000000 Penalty: 12621.875000
	Iteration 25Q: 3 clusters Score -4882102 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28486 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -4882127.000000 Penalty: 12621.875000
	Iteration 26Q: 3 clusters Score -4882127 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28500 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -4882124.000000 Penalty: 12621.875000
	Iteration 27Q: 3 clusters Score -4882124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -4882147.000000 Penalty: 12621.875000
	Iteration 28Q: 3 clusters Score -4882147 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28520 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -4882157.000000 Penalty: 12621.875000
	Iteration 29Q: 3 clusters Score -4882157 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28533 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -4882170.500000 Penalty: 12621.875000
	Iteration 30Q: 3 clusters Score -4882170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28548 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -4882177.500000 Penalty: 12621.875000
	Iteration 31Q: 3 clusters Score -4882178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -4882188.000000 Penalty: 12621.875000
	Iteration 32Q: 3 clusters Score -4882188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28560 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -4882201.500000 Penalty: 12621.875000
	Iteration 33Q: 3 clusters Score -4882202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -4882198.500000 Penalty: 12621.875000
	Iteration 34Q: 3 clusters Score -4882198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28567 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -4882208.500000 Penalty: 12621.875000
	Iteration 35Q: 3 clusters Score -4882208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28568 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -4882196.500000 Penalty: 12621.875000
	Iteration 36Q: 3 clusters Score -4882196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -4882208.500000 Penalty: 12621.875000
	Iteration 37Q: 3 clusters Score -4882208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28574 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -4882207.000000 Penalty: 12621.875000
	Iteration 38Q: 3 clusters Score -4882207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28578 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -4882213.500000 Penalty: 12621.875000
	Iteration 39Q: 3 clusters Score -4882214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -4882213.500000 Penalty: 12621.875000
	Iteration 40F: 3 clusters Score -4882214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28585 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -4882215.000000 Penalty: 12621.875000
	Iteration 41Q: 3 clusters Score -4882215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28586 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -4882210.500000 Penalty: 12621.875000
	Iteration 42Q: 3 clusters Score -4882210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28586 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -4882210.500000 Penalty: 12621.875000
	Iteration 43F: 3 clusters Score -4882210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (52804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52804 members 
Entering Unmasked Estep 
Score: -9103640.000000 Penalty: 6660.534668
	Iteration 0F: 2 clusters Score -9103640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -9066096.000000 Penalty: 13321.069336
	Iteration 0F: 3 clusters Score -9066096 nChanged 23461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 26030 members 
Entering Unmasked Estep 
Score: -9078736.000000 Penalty: 13321.069336
	Iteration 1F: 3 clusters Score -9078736 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26871 members 
Mstep: Class 2 contains 25933 members 
Entering Unmasked Estep 
Score: -9079635.000000 Penalty: 13321.069336
	Iteration 2Q: 3 clusters Score -9079635 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 25828 members 
Entering Unmasked Estep 
Score: -9080346.000000 Penalty: 13321.069336
	Iteration 3Q: 3 clusters Score -9080346 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27133 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -9081008.000000 Penalty: 13321.069336
	Iteration 4Q: 3 clusters Score -9081008 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27308 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -9081581.000000 Penalty: 13321.069336
	Iteration 5Q: 3 clusters Score -9081581 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27631 members 
Mstep: Class 2 contains 25173 members 
Entering Unmasked Estep 
Score: -9082239.000000 Penalty: 13321.069336
	Iteration 6Q: 3 clusters Score -9082239 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 24748 members 
Entering Unmasked Estep 
Score: -9082836.000000 Penalty: 13321.069336
	Iteration 7Q: 3 clusters Score -9082836 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -9083408.000000 Penalty: 13321.069336
	Iteration 8Q: 3 clusters Score -9083408 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29509 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -9084056.000000 Penalty: 13321.069336
	Iteration 9Q: 3 clusters Score -9084056 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30569 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -9084879.000000 Penalty: 13321.069336
	Iteration 10Q: 3 clusters Score -9084879 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31935 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -9085695.000000 Penalty: 13321.069336
	Iteration 11Q: 3 clusters Score -9085695 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33614 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -9086808.000000 Penalty: 13321.069336
	Iteration 12Q: 3 clusters Score -9086808 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35687 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -9088136.000000 Penalty: 13321.069336
	Iteration 13Q: 3 clusters Score -9088136 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37996 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -9089906.000000 Penalty: 13321.069336
	Iteration 14Q: 3 clusters Score -9089906 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40432 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -9091969.000000 Penalty: 13321.069336
	Iteration 15F: 3 clusters Score -9091969 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42531 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -9093878.000000 Penalty: 13321.069336
	Iteration 16Q: 3 clusters Score -9093878 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44101 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -9095332.000000 Penalty: 13321.069336
	Iteration 17Q: 3 clusters Score -9095332 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45181 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -9096219.000000 Penalty: 13321.069336
	Iteration 18Q: 3 clusters Score -9096219 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45932 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -9096751.000000 Penalty: 13321.069336
	Iteration 19Q: 3 clusters Score -9096751 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46502 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -9097082.000000 Penalty: 13321.069336
	Iteration 20F: 3 clusters Score -9097082 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46940 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -9097297.000000 Penalty: 13321.069336
	Iteration 21Q: 3 clusters Score -9097297 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47283 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -9097463.000000 Penalty: 13321.069336
	Iteration 22Q: 3 clusters Score -9097463 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47583 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -9097544.000000 Penalty: 13321.069336
	Iteration 23Q: 3 clusters Score -9097544 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47830 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -9097642.000000 Penalty: 13321.069336
	Iteration 24Q: 3 clusters Score -9097642 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48015 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -9097684.000000 Penalty: 13321.069336
	Iteration 25Q: 3 clusters Score -9097684 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48179 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -9097735.000000 Penalty: 13321.069336
	Iteration 26Q: 3 clusters Score -9097735 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48321 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -9097797.000000 Penalty: 13321.069336
	Iteration 27Q: 3 clusters Score -9097797 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48429 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -9097803.000000 Penalty: 13321.069336
	Iteration 28Q: 3 clusters Score -9097803 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48502 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -9097838.000000 Penalty: 13321.069336
	Iteration 29Q: 3 clusters Score -9097838 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48571 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -9097853.000000 Penalty: 13321.069336
	Iteration 30Q: 3 clusters Score -9097853 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48634 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -9097878.000000 Penalty: 13321.069336
	Iteration 31Q: 3 clusters Score -9097878 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48684 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -9097901.000000 Penalty: 13321.069336
	Iteration 32Q: 3 clusters Score -9097901 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48725 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -9097909.000000 Penalty: 13321.069336
	Iteration 33Q: 3 clusters Score -9097909 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48774 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -9097927.000000 Penalty: 13321.069336
	Iteration 34Q: 3 clusters Score -9097927 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48812 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -9097938.000000 Penalty: 13321.069336
	Iteration 35Q: 3 clusters Score -9097938 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48841 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -9097940.000000 Penalty: 13321.069336
	Iteration 36Q: 3 clusters Score -9097940 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48868 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -9097943.000000 Penalty: 13321.069336
	Iteration 37Q: 3 clusters Score -9097943 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48898 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -9097935.000000 Penalty: 13321.069336
	Iteration 38Q: 3 clusters Score -9097935 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48929 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -9097933.000000 Penalty: 13321.069336
	Iteration 39Q: 3 clusters Score -9097933 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48961 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -9097945.000000 Penalty: 13321.069336
	Iteration 40F: 3 clusters Score -9097945 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48989 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -9097953.000000 Penalty: 13321.069336
	Iteration 41Q: 3 clusters Score -9097953 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49027 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -9097955.000000 Penalty: 13321.069336
	Iteration 42Q: 3 clusters Score -9097955 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49060 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -9097954.000000 Penalty: 13321.069336
	Iteration 43Q: 3 clusters Score -9097954 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49091 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -9097973.000000 Penalty: 13321.069336
	Iteration 44Q: 3 clusters Score -9097973 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49120 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -9097995.000000 Penalty: 13321.069336
	Iteration 45Q: 3 clusters Score -9097995 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49143 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -9097991.000000 Penalty: 13321.069336
	Iteration 46Q: 3 clusters Score -9097991 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49160 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -9098011.000000 Penalty: 13321.069336
	Iteration 47Q: 3 clusters Score -9098011 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49179 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -9098012.000000 Penalty: 13321.069336
	Iteration 48Q: 3 clusters Score -9098012 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49201 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -9098028.000000 Penalty: 13321.069336
	Iteration 49Q: 3 clusters Score -9098028 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49215 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -9098025.000000 Penalty: 13321.069336
	Iteration 50Q: 3 clusters Score -9098025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49222 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -9098013.000000 Penalty: 13321.069336
	Iteration 51Q: 3 clusters Score -9098013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49229 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -9098018.000000 Penalty: 13321.069336
	Iteration 52Q: 3 clusters Score -9098018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49232 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -9098025.000000 Penalty: 13321.069336
	Iteration 53Q: 3 clusters Score -9098025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49233 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -9098023.000000 Penalty: 13321.069336
	Iteration 54Q: 3 clusters Score -9098023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49235 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -9098022.000000 Penalty: 13321.069336
	Iteration 55Q: 3 clusters Score -9098022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49240 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -9098023.000000 Penalty: 13321.069336
	Iteration 56Q: 3 clusters Score -9098023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49246 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -9098008.000000 Penalty: 13321.069336
	Iteration 57Q: 3 clusters Score -9098008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49253 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -9098020.000000 Penalty: 13321.069336
	Iteration 58Q: 3 clusters Score -9098020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49259 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -9098005.000000 Penalty: 13321.069336
	Iteration 59Q: 3 clusters Score -9098005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49268 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -9098005.000000 Penalty: 13321.069336
	Iteration 60F: 3 clusters Score -9098005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49277 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -9098016.000000 Penalty: 13321.069336
	Iteration 61Q: 3 clusters Score -9098016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49283 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -9098014.000000 Penalty: 13321.069336
	Iteration 62Q: 3 clusters Score -9098014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49289 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -9098017.000000 Penalty: 13321.069336
	Iteration 63Q: 3 clusters Score -9098017 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49299 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -9098021.000000 Penalty: 13321.069336
	Iteration 64Q: 3 clusters Score -9098021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49305 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -9098029.000000 Penalty: 13321.069336
	Iteration 65Q: 3 clusters Score -9098029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49312 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -9098031.000000 Penalty: 13321.069336
	Iteration 66Q: 3 clusters Score -9098031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49318 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -9098036.000000 Penalty: 13321.069336
	Iteration 67Q: 3 clusters Score -9098036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49326 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -9098023.000000 Penalty: 13321.069336
	Iteration 68Q: 3 clusters Score -9098023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49335 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -9098026.000000 Penalty: 13321.069336
	Iteration 69Q: 3 clusters Score -9098026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49345 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -9098031.000000 Penalty: 13321.069336
	Iteration 70Q: 3 clusters Score -9098031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49350 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -9098034.000000 Penalty: 13321.069336
	Iteration 71Q: 3 clusters Score -9098034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49353 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -9098036.000000 Penalty: 13321.069336
	Iteration 72Q: 3 clusters Score -9098036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49355 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -9098036.000000 Penalty: 13321.069336
	Iteration 73Q: 3 clusters Score -9098036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49357 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -9098032.000000 Penalty: 13321.069336
	Iteration 74Q: 3 clusters Score -9098032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49360 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -9098027.000000 Penalty: 13321.069336
	Iteration 75Q: 3 clusters Score -9098027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49364 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -9098026.000000 Penalty: 13321.069336
	Iteration 76Q: 3 clusters Score -9098026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49367 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -9098030.000000 Penalty: 13321.069336
	Iteration 77Q: 3 clusters Score -9098030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49369 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -9098033.000000 Penalty: 13321.069336
	Iteration 78Q: 3 clusters Score -9098033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49370 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -9098026.000000 Penalty: 13321.069336
	Iteration 79Q: 3 clusters Score -9098026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49370 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -9098026.000000 Penalty: 13321.069336
	Iteration 80F: 3 clusters Score -9098026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (36778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36778 members 
Entering Unmasked Estep 
Score: -6215656.500000 Penalty: 6439.001465
	Iteration 0F: 2 clusters Score -6215656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -6188570.500000 Penalty: 12878.002930
	Iteration 0F: 3 clusters Score -6188570 nChanged 15706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -6196809.000000 Penalty: 12878.002930
	Iteration 1F: 3 clusters Score -6196809 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -6197605.000000 Penalty: 12878.002930
	Iteration 2F: 3 clusters Score -6197605 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -6198276.500000 Penalty: 12878.002930
	Iteration 3Q: 3 clusters Score -6198276 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -6198919.000000 Penalty: 12878.002930
	Iteration 4Q: 3 clusters Score -6198919 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -6199676.500000 Penalty: 12878.002930
	Iteration 5Q: 3 clusters Score -6199676 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -6200609.500000 Penalty: 12878.002930
	Iteration 6Q: 3 clusters Score -6200610 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26203 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -6201811.500000 Penalty: 12878.002930
	Iteration 7F: 3 clusters Score -6201812 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28164 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -6203310.500000 Penalty: 12878.002930
	Iteration 8F: 3 clusters Score -6203310 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30153 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -6204970.000000 Penalty: 12878.002930
	Iteration 9F: 3 clusters Score -6204970 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31937 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -6206471.000000 Penalty: 12878.002930
	Iteration 10F: 3 clusters Score -6206471 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33319 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -6207659.000000 Penalty: 12878.002930
	Iteration 11Q: 3 clusters Score -6207659 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -6208503.500000 Penalty: 12878.002930
	Iteration 12Q: 3 clusters Score -6208504 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34897 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -6209059.000000 Penalty: 12878.002930
	Iteration 13Q: 3 clusters Score -6209059 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35298 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -6209433.500000 Penalty: 12878.002930
	Iteration 14Q: 3 clusters Score -6209434 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35554 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -6209700.500000 Penalty: 12878.002930
	Iteration 15Q: 3 clusters Score -6209700 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35717 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -6209863.500000 Penalty: 12878.002930
	Iteration 16Q: 3 clusters Score -6209864 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35810 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -6209978.000000 Penalty: 12878.002930
	Iteration 17Q: 3 clusters Score -6209978 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35867 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -6210046.000000 Penalty: 12878.002930
	Iteration 18Q: 3 clusters Score -6210046 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35903 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -6210078.000000 Penalty: 12878.002930
	Iteration 19Q: 3 clusters Score -6210078 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35928 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -6210106.500000 Penalty: 12878.002930
	Iteration 20F: 3 clusters Score -6210106 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35938 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -6210140.000000 Penalty: 12878.002930
	Iteration 21Q: 3 clusters Score -6210140 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35955 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -6210163.000000 Penalty: 12878.002930
	Iteration 22Q: 3 clusters Score -6210163 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35965 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -6210177.000000 Penalty: 12878.002930
	Iteration 23Q: 3 clusters Score -6210177 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35978 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -6210186.000000 Penalty: 12878.002930
	Iteration 24Q: 3 clusters Score -6210186 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35982 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -6210209.000000 Penalty: 12878.002930
	Iteration 25Q: 3 clusters Score -6210209 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35985 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -6210226.000000 Penalty: 12878.002930
	Iteration 26Q: 3 clusters Score -6210226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35990 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -6210222.000000 Penalty: 12878.002930
	Iteration 27Q: 3 clusters Score -6210222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35993 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -6210228.000000 Penalty: 12878.002930
	Iteration 28Q: 3 clusters Score -6210228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35996 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -6210229.000000 Penalty: 12878.002930
	Iteration 29Q: 3 clusters Score -6210229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36002 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -6210252.000000 Penalty: 12878.002930
	Iteration 30Q: 3 clusters Score -6210252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36007 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -6210259.000000 Penalty: 12878.002930
	Iteration 31Q: 3 clusters Score -6210259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36010 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -6210264.500000 Penalty: 12878.002930
	Iteration 32Q: 3 clusters Score -6210264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36011 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -6210262.500000 Penalty: 12878.002930
	Iteration 33Q: 3 clusters Score -6210262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36015 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -6210262.000000 Penalty: 12878.002930
	Iteration 34Q: 3 clusters Score -6210262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -6210267.000000 Penalty: 12878.002930
	Iteration 35Q: 3 clusters Score -6210267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36017 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -6210266.000000 Penalty: 12878.002930
	Iteration 36Q: 3 clusters Score -6210266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36018 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -6210269.500000 Penalty: 12878.002930
	Iteration 37Q: 3 clusters Score -6210270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36020 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -6210274.500000 Penalty: 12878.002930
	Iteration 38Q: 3 clusters Score -6210274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36020 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -6210274.500000 Penalty: 12878.002930
	Iteration 39F: 3 clusters Score -6210274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Entering Unmasked Estep 
Score: -153576.234375 Penalty: 4237.701172
	Iteration 0F: 2 clusters Score -153576.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -149623.015625 Penalty: 8475.402344
	Iteration 0F: 3 clusters Score -149623 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -150155.687500 Penalty: 8475.402344
	Iteration 1F: 3 clusters Score -150155.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -150660.312500 Penalty: 8475.402344
	Iteration 2F: 3 clusters Score -150660.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -151204.015625 Penalty: 8475.402344
	Iteration 3F: 3 clusters Score -151204 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -151764.859375 Penalty: 8475.402344
	Iteration 4F: 3 clusters Score -151764.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -152230.500000 Penalty: 8475.402344
	Iteration 5F: 3 clusters Score -152230.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -152500.437500 Penalty: 8475.402344
	Iteration 6Q: 3 clusters Score -152500.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -152674.343750 Penalty: 8475.402344
	Iteration 7Q: 3 clusters Score -152674.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -152859.421875 Penalty: 8475.402344
	Iteration 8Q: 3 clusters Score -152859.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -152932.890625 Penalty: 8475.402344
	Iteration 9Q: 3 clusters Score -152932.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -152993.234375 Penalty: 8475.402344
	Iteration 10Q: 3 clusters Score -152993.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -153028.546875 Penalty: 8475.402344
	Iteration 11Q: 3 clusters Score -153028.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -153045.531250 Penalty: 8475.402344
	Iteration 12Q: 3 clusters Score -153045.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -153050.828125 Penalty: 8475.402344
	Iteration 13Q: 3 clusters Score -153050.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -153055.078125 Penalty: 8475.402344
	Iteration 14Q: 3 clusters Score -153055.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -153069.375000 Penalty: 8475.402344
	Iteration 15Q: 3 clusters Score -153069.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -153069.375000 Penalty: 8475.402344
	Iteration 16F: 3 clusters Score -153069.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Entering Unmasked Estep 
Score: -512940.375000 Penalty: 4923.588867
	Iteration 0F: 2 clusters Score -512940.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -507168.062500 Penalty: 9847.177734
	Iteration 0F: 3 clusters Score -507168.1 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -508022.000000 Penalty: 9847.177734
	Iteration 1F: 3 clusters Score -508022 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -508357.625000 Penalty: 9847.177734
	Iteration 2F: 3 clusters Score -508357.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -508643.718750 Penalty: 9847.177734
	Iteration 3Q: 3 clusters Score -508643.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -508982.750000 Penalty: 9847.177734
	Iteration 4Q: 3 clusters Score -508982.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -509368.687500 Penalty: 9847.177734
	Iteration 5F: 3 clusters Score -509368.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -509927.312500 Penalty: 9847.177734
	Iteration 6F: 3 clusters Score -509927.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -510416.468750 Penalty: 9847.177734
	Iteration 7F: 3 clusters Score -510416.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -510822.687500 Penalty: 9847.177734
	Iteration 8F: 3 clusters Score -510822.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -511207.343750 Penalty: 9847.177734
	Iteration 9F: 3 clusters Score -511207.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -511538.218750 Penalty: 9847.177734
	Iteration 10Q: 3 clusters Score -511538.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -511806.250000 Penalty: 9847.177734
	Iteration 11Q: 3 clusters Score -511806.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -512025.656250 Penalty: 9847.177734
	Iteration 12Q: 3 clusters Score -512025.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -512121.750000 Penalty: 9847.177734
	Iteration 13Q: 3 clusters Score -512121.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -512185.843750 Penalty: 9847.177734
	Iteration 14Q: 3 clusters Score -512185.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -512220.718750 Penalty: 9847.177734
	Iteration 15Q: 3 clusters Score -512220.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -512232.250000 Penalty: 9847.177734
	Iteration 16Q: 3 clusters Score -512232.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -512239.093750 Penalty: 9847.177734
	Iteration 17Q: 3 clusters Score -512239.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -512243.625000 Penalty: 9847.177734
	Iteration 18Q: 3 clusters Score -512243.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -512245.500000 Penalty: 9847.177734
	Iteration 19Q: 3 clusters Score -512245.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -512247.500000 Penalty: 9847.177734
	Iteration 20F: 3 clusters Score -512247.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Entering Unmasked Estep 
Score: -2374223.250000 Penalty: 5827.638184
	Iteration 0F: 2 clusters Score -2374223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -2361800.500000 Penalty: 11655.276367
	Iteration 0F: 3 clusters Score -2361800 nChanged 5196
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -2364536 nChanged 927
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Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -2364982 nChanged 597
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Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -2365262 nChanged 441
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Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -2365445 nChanged 360
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Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -2365593 nChanged 300
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Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -2365711 nChanged 261
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Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -2365818 nChanged 221
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Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -2365900 nChanged 204
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Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -2365994 nChanged 208
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Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -2366064 nChanged 162
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Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -2366120 nChanged 129
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Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -2366156 nChanged 121
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Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -2366191 nChanged 102
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Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -2366222 nChanged 85
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Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -2366256 nChanged 74
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Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -2366272 nChanged 84
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Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2366307 nChanged 79
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Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2366328 nChanged 69
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Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2366352 nChanged 69
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Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -2366371 nChanged 70
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Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2366396 nChanged 73
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Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2366415 nChanged 89
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Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2366456 nChanged 93
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Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2366485 nChanged 86
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Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2366524 nChanged 93
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Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2366547 nChanged 92
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Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 8243 members 
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	Iteration 27Q: 3 clusters Score -2366582 nChanged 111
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Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2366634 nChanged 126
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Mstep: Class 1 contains 5143 members 
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	Iteration 29Q: 3 clusters Score -2366676 nChanged 113
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Mstep: Class 1 contains 5070 members 
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	Iteration 30Q: 3 clusters Score -2366715 nChanged 107
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Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 8562 members 
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	Iteration 31Q: 3 clusters Score -2366748 nChanged 112
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Mstep: Class 1 contains 4907 members 
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	Iteration 32Q: 3 clusters Score -2366800 nChanged 114
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Mstep: Class 1 contains 4815 members 
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	Iteration 33Q: 3 clusters Score -2366852 nChanged 126
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Mstep: Class 1 contains 4721 members 
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	Iteration 34Q: 3 clusters Score -2366906 nChanged 143
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Mstep: Class 1 contains 4616 members 
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	Iteration 35Q: 3 clusters Score -2366970 nChanged 138
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Mstep: Class 1 contains 4502 members 
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	Iteration 36Q: 3 clusters Score -2367038 nChanged 136
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Mstep: Class 1 contains 4390 members 
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	Iteration 37Q: 3 clusters Score -2367088 nChanged 129
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	Iteration 38Q: 3 clusters Score -2367148 nChanged 141
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Mstep: Class 1 contains 4152 members 
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	Iteration 39Q: 3 clusters Score -2367214 nChanged 146
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Mstep: Class 1 contains 4024 members 
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	Iteration 40F: 3 clusters Score -2367286 nChanged 151
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Mstep: Class 1 contains 3899 members 
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	Iteration 41Q: 3 clusters Score -2367346 nChanged 140
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Mstep: Class 1 contains 3779 members 
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	Iteration 42Q: 3 clusters Score -2367435 nChanged 158
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Mstep: Class 1 contains 3647 members 
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	Iteration 43Q: 3 clusters Score -2367505 nChanged 167
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Mstep: Class 1 contains 3512 members 
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	Iteration 44Q: 3 clusters Score -2367584 nChanged 156
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Mstep: Class 1 contains 3382 members 
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	Iteration 45Q: 3 clusters Score -2367676 nChanged 146
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Mstep: Class 1 contains 3256 members 
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	Iteration 46Q: 3 clusters Score -2367754 nChanged 154
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Mstep: Class 1 contains 3140 members 
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	Iteration 47Q: 3 clusters Score -2367823 nChanged 148
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Mstep: Class 1 contains 3014 members 
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	Iteration 48Q: 3 clusters Score -2367902 nChanged 141
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Mstep: Class 1 contains 2887 members 
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	Iteration 49Q: 3 clusters Score -2367985 nChanged 131
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Mstep: Class 1 contains 2766 members 
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	Iteration 50Q: 3 clusters Score -2368060 nChanged 150
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Mstep: Class 1 contains 2642 members 
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	Iteration 51Q: 3 clusters Score -2368147 nChanged 126
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Mstep: Class 1 contains 2524 members 
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	Iteration 52Q: 3 clusters Score -2368215 nChanged 104
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Mstep: Class 1 contains 2424 members 
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	Iteration 53Q: 3 clusters Score -2368273 nChanged 110
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Mstep: Class 1 contains 2328 members 
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	Iteration 54Q: 3 clusters Score -2368340 nChanged 101
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Mstep: Class 1 contains 2235 members 
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	Iteration 55Q: 3 clusters Score -2368390 nChanged 78
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Mstep: Class 1 contains 2167 members 
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	Iteration 56Q: 3 clusters Score -2368442 nChanged 82
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Mstep: Class 1 contains 2091 members 
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	Iteration 57Q: 3 clusters Score -2368492 nChanged 90
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Mstep: Class 1 contains 2011 members 
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	Iteration 58Q: 3 clusters Score -2368539 nChanged 67
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Mstep: Class 1 contains 1944 members 
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	Iteration 59Q: 3 clusters Score -2368584 nChanged 75
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Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 11668 members 
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	Iteration 60F: 3 clusters Score -2368635 nChanged 67
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Mstep: Class 1 contains 1832 members 
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	Iteration 61Q: 3 clusters Score -2368675 nChanged 65
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Mstep: Class 1 contains 1775 members 
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	Iteration 62Q: 3 clusters Score -2368717 nChanged 59
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Mstep: Class 1 contains 1726 members 
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	Iteration 63Q: 3 clusters Score -2368755 nChanged 50
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Mstep: Class 1 contains 1688 members 
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	Iteration 64Q: 3 clusters Score -2368780 nChanged 41
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Mstep: Class 1 contains 1653 members 
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	Iteration 65Q: 3 clusters Score -2368800 nChanged 29
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Mstep: Class 1 contains 1626 members 
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	Iteration 66Q: 3 clusters Score -2368820 nChanged 29
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Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 11956 members 
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	Iteration 67Q: 3 clusters Score -2368840 nChanged 25
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Mstep: Class 1 contains 1578 members 
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	Iteration 68Q: 3 clusters Score -2368847 nChanged 23
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Mstep: Class 1 contains 1561 members 
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	Iteration 69Q: 3 clusters Score -2368866 nChanged 15
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	Iteration 70Q: 3 clusters Score -2368878 nChanged 14
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Mstep: Class 1 contains 1536 members 
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	Iteration 71Q: 3 clusters Score -2368882 nChanged 15
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	Iteration 72Q: 3 clusters Score -2368896 nChanged 20
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Mstep: Class 1 contains 1503 members 
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	Iteration 73Q: 3 clusters Score -2368905 nChanged 17
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Mstep: Class 1 contains 1486 members 
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	Iteration 74Q: 3 clusters Score -2368924 nChanged 17
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	Iteration 75Q: 3 clusters Score -2368932 nChanged 21
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	Iteration 76Q: 3 clusters Score -2368944 nChanged 16
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	Iteration 77Q: 3 clusters Score -2368956 nChanged 10
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	Iteration 78Q: 3 clusters Score -2368963 nChanged 6
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	Iteration 79Q: 3 clusters Score -2368972 nChanged 5
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	Iteration 80F: 3 clusters Score -2368968 nChanged 2
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	Iteration 81Q: 3 clusters Score -2368970 nChanged 6
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	Iteration 82Q: 3 clusters Score -2368972 nChanged 3
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	Iteration 83Q: 3 clusters Score -2368977 nChanged 6
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	Iteration 84Q: 3 clusters Score -2368982 nChanged 5
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	Iteration 85Q: 3 clusters Score -2368982 nChanged 9
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	Iteration 86Q: 3 clusters Score -2368983 nChanged 5
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	Iteration 87Q: 3 clusters Score -2368990 nChanged 4
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	Iteration 88Q: 3 clusters Score -2368994 nChanged 2
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	Iteration 89Q: 3 clusters Score -2368993 nChanged 3
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	Iteration 90Q: 3 clusters Score -2368995 nChanged 2
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	Iteration 91Q: 3 clusters Score -2368994 nChanged 3
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	Iteration 92Q: 3 clusters Score -2368992 nChanged 1
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	Iteration 93Q: 3 clusters Score -2368994 nChanged 1
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Entering Unmasked Estep 
Score: -2368996.750000 Penalty: 11655.276367
	Iteration 94Q: 3 clusters Score -2368997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -2368994.250000 Penalty: 11655.276367
	Iteration 95Q: 3 clusters Score -2368994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -2368998.000000 Penalty: 11655.276367
	Iteration 96Q: 3 clusters Score -2368998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -2368993.750000 Penalty: 11655.276367
	Iteration 97Q: 3 clusters Score -2368994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -2368993.750000 Penalty: 11655.276367
	Iteration 98F: 3 clusters Score -2368994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (23057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Entering Unmasked Estep 
Score: -3936285.500000 Penalty: 6153.006348
	Iteration 0F: 2 clusters Score -3936286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -3917905.000000 Penalty: 12306.012695
	Iteration 0F: 3 clusters Score -3917905 nChanged 9436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -3922961.250000 Penalty: 12306.012695
	Iteration 1F: 3 clusters Score -3922961 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -3923656.000000 Penalty: 12306.012695
	Iteration 2F: 3 clusters Score -3923656 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -3924153.000000 Penalty: 12306.012695
	Iteration 3F: 3 clusters Score -3924153 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -3924568.500000 Penalty: 12306.012695
	Iteration 4Q: 3 clusters Score -3924568 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -3925027.000000 Penalty: 12306.012695
	Iteration 5Q: 3 clusters Score -3925027 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -3925468.000000 Penalty: 12306.012695
	Iteration 6Q: 3 clusters Score -3925468 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -3926013.000000 Penalty: 12306.012695
	Iteration 7Q: 3 clusters Score -3926013 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -3926662.250000 Penalty: 12306.012695
	Iteration 8Q: 3 clusters Score -3926662 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -3927322.000000 Penalty: 12306.012695
	Iteration 9Q: 3 clusters Score -3927322 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -3928095.750000 Penalty: 12306.012695
	Iteration 10Q: 3 clusters Score -3928096 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -3928828.000000 Penalty: 12306.012695
	Iteration 11Q: 3 clusters Score -3928828 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -3929438.250000 Penalty: 12306.012695
	Iteration 12Q: 3 clusters Score -3929438 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -3929915.500000 Penalty: 12306.012695
	Iteration 13Q: 3 clusters Score -3929916 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -3930249.750000 Penalty: 12306.012695
	Iteration 14Q: 3 clusters Score -3930250 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -3930478.250000 Penalty: 12306.012695
	Iteration 15Q: 3 clusters Score -3930478 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3930620.750000 Penalty: 12306.012695
	Iteration 16Q: 3 clusters Score -3930621 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3930704.000000 Penalty: 12306.012695
	Iteration 17Q: 3 clusters Score -3930704 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -3930783.250000 Penalty: 12306.012695
	Iteration 18Q: 3 clusters Score -3930783 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -3930824.250000 Penalty: 12306.012695
	Iteration 19Q: 3 clusters Score -3930824 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3930859.750000 Penalty: 12306.012695
	Iteration 20F: 3 clusters Score -3930860 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -3930891.500000 Penalty: 12306.012695
	Iteration 21Q: 3 clusters Score -3930892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -3930894.250000 Penalty: 12306.012695
	Iteration 22Q: 3 clusters Score -3930894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -3930903.750000 Penalty: 12306.012695
	Iteration 23Q: 3 clusters Score -3930904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -3930918.250000 Penalty: 12306.012695
	Iteration 24Q: 3 clusters Score -3930918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -3930931.500000 Penalty: 12306.012695
	Iteration 25Q: 3 clusters Score -3930932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -3930943.500000 Penalty: 12306.012695
	Iteration 26Q: 3 clusters Score -3930944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3930945.000000 Penalty: 12306.012695
	Iteration 27Q: 3 clusters Score -3930945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3930946.250000 Penalty: 12306.012695
	Iteration 28Q: 3 clusters Score -3930946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3930955.500000 Penalty: 12306.012695
	Iteration 29Q: 3 clusters Score -3930956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -3930955.000000 Penalty: 12306.012695
	Iteration 30Q: 3 clusters Score -3930955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3930963.000000 Penalty: 12306.012695
	Iteration 31Q: 3 clusters Score -3930963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -3930963.500000 Penalty: 12306.012695
	Iteration 32Q: 3 clusters Score -3930964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3930967.250000 Penalty: 12306.012695
	Iteration 33Q: 3 clusters Score -3930967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -3930968.000000 Penalty: 12306.012695
	Iteration 34Q: 3 clusters Score -3930968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -3930966.000000 Penalty: 12306.012695
	Iteration 35Q: 3 clusters Score -3930966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3930963.750000 Penalty: 12306.012695
	Iteration 36Q: 3 clusters Score -3930964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3930963.750000 Penalty: 12306.012695
	Iteration 37F: 3 clusters Score -3930964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (287527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287527 members 
Entering Unmasked Estep 
Score: -49532300.000000 Penalty: 7698.556641
	Iteration 0F: 2 clusters Score -4.95323e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143912 members 
Mstep: Class 2 contains 143615 members 
Entering Unmasked Estep 
Score: -49343772.000000 Penalty: 15397.113281
	Iteration 0F: 3 clusters Score -4.934377e+07 nChanged 136179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145619 members 
Mstep: Class 2 contains 141908 members 
Entering Unmasked Estep 
Score: -49421140.000000 Penalty: 15397.113281
	Iteration 1F: 3 clusters Score -4.942114e+07 nChanged 8780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147067 members 
Mstep: Class 2 contains 140460 members 
Entering Unmasked Estep 
Score: -49423032.000000 Penalty: 15397.113281
	Iteration 2Q: 3 clusters Score -4.942303e+07 nChanged 9161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149248 members 
Mstep: Class 2 contains 138279 members 
Entering Unmasked Estep 
Score: -49425468.000000 Penalty: 15397.113281
	Iteration 3Q: 3 clusters Score -4.942547e+07 nChanged 10020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152716 members 
Mstep: Class 2 contains 134811 members 
Entering Unmasked Estep 
Score: -49428700.000000 Penalty: 15397.113281
	Iteration 4Q: 3 clusters Score -4.94287e+07 nChanged 11567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157967 members 
Mstep: Class 2 contains 129560 members 
Entering Unmasked Estep 
Score: -49433348.000000 Penalty: 15397.113281
	Iteration 5Q: 3 clusters Score -4.943335e+07 nChanged 14000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165777 members 
Mstep: Class 2 contains 121750 members 
Entering Unmasked Estep 
Score: -49439860.000000 Penalty: 15397.113281
	Iteration 6Q: 3 clusters Score -4.943986e+07 nChanged 17105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176636 members 
Mstep: Class 2 contains 110891 members 
Entering Unmasked Estep 
Score: -49450036.000000 Penalty: 15397.113281
	Iteration 7F: 3 clusters Score -4.945004e+07 nChanged 19439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190473 members 
Mstep: Class 2 contains 97054 members 
Entering Unmasked Estep 
Score: -49463760.000000 Penalty: 15397.113281
	Iteration 8F: 3 clusters Score -4.946376e+07 nChanged 19891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205618 members 
Mstep: Class 2 contains 81909 members 
Entering Unmasked Estep 
Score: -49479456.000000 Penalty: 15397.113281
	Iteration 9F: 3 clusters Score -4.947946e+07 nChanged 17661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219399 members 
Mstep: Class 2 contains 68128 members 
Entering Unmasked Estep 
Score: -49493400.000000 Penalty: 15397.113281
	Iteration 10F: 3 clusters Score -4.94934e+07 nChanged 13985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230450 members 
Mstep: Class 2 contains 57077 members 
Entering Unmasked Estep 
Score: -49502748.000000 Penalty: 15397.113281
	Iteration 11Q: 3 clusters Score -4.950275e+07 nChanged 10186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239250 members 
Mstep: Class 2 contains 48277 members 
Entering Unmasked Estep 
Score: -49508564.000000 Penalty: 15397.113281
	Iteration 12Q: 3 clusters Score -4.950856e+07 nChanged 7812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246672 members 
Mstep: Class 2 contains 40855 members 
Entering Unmasked Estep 
Score: -49512716.000000 Penalty: 15397.113281
	Iteration 13Q: 3 clusters Score -4.951272e+07 nChanged 6479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253065 members 
Mstep: Class 2 contains 34462 members 
Entering Unmasked Estep 
Score: -49515988.000000 Penalty: 15397.113281
	Iteration 14Q: 3 clusters Score -4.951599e+07 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258433 members 
Mstep: Class 2 contains 29094 members 
Entering Unmasked Estep 
Score: -49518216.000000 Penalty: 15397.113281
	Iteration 15Q: 3 clusters Score -4.951822e+07 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262988 members 
Mstep: Class 2 contains 24539 members 
Entering Unmasked Estep 
Score: -49520376.000000 Penalty: 15397.113281
	Iteration 16Q: 3 clusters Score -4.952038e+07 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266867 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -49522192.000000 Penalty: 15397.113281
	Iteration 17Q: 3 clusters Score -4.952219e+07 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269918 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -49523456.000000 Penalty: 15397.113281
	Iteration 18Q: 3 clusters Score -4.952346e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272472 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -49524572.000000 Penalty: 15397.113281
	Iteration 19Q: 3 clusters Score -4.952457e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274526 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -49525428.000000 Penalty: 15397.113281
	Iteration 20F: 3 clusters Score -4.952543e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276112 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -49525812.000000 Penalty: 15397.113281
	Iteration 21Q: 3 clusters Score -4.952581e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277382 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -49526036.000000 Penalty: 15397.113281
	Iteration 22Q: 3 clusters Score -4.952604e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278399 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -49526124.000000 Penalty: 15397.113281
	Iteration 23Q: 3 clusters Score -4.952612e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279218 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -49526384.000000 Penalty: 15397.113281
	Iteration 24Q: 3 clusters Score -4.952638e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279944 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -49526588.000000 Penalty: 15397.113281
	Iteration 25Q: 3 clusters Score -4.952659e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280517 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -49526720.000000 Penalty: 15397.113281
	Iteration 26Q: 3 clusters Score -4.952672e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280971 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -49526876.000000 Penalty: 15397.113281
	Iteration 27Q: 3 clusters Score -4.952688e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281360 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -49527032.000000 Penalty: 15397.113281
	Iteration 28Q: 3 clusters Score -4.952703e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281680 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -49527088.000000 Penalty: 15397.113281
	Iteration 29Q: 3 clusters Score -4.952709e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281940 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -49527112.000000 Penalty: 15397.113281
	Iteration 30Q: 3 clusters Score -4.952711e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282157 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -49527176.000000 Penalty: 15397.113281
	Iteration 31Q: 3 clusters Score -4.952718e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282342 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -49527264.000000 Penalty: 15397.113281
	Iteration 32Q: 3 clusters Score -4.952726e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282495 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -49527216.000000 Penalty: 15397.113281
	Iteration 33Q: 3 clusters Score -4.952722e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282627 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -49527272.000000 Penalty: 15397.113281
	Iteration 34Q: 3 clusters Score -4.952727e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282750 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -49527268.000000 Penalty: 15397.113281
	Iteration 35Q: 3 clusters Score -4.952727e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282836 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -49527288.000000 Penalty: 15397.113281
	Iteration 36Q: 3 clusters Score -4.952729e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282916 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -49527240.000000 Penalty: 15397.113281
	Iteration 37Q: 3 clusters Score -4.952724e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282994 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -49527276.000000 Penalty: 15397.113281
	Iteration 38Q: 3 clusters Score -4.952728e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283057 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -49527268.000000 Penalty: 15397.113281
	Iteration 39Q: 3 clusters Score -4.952727e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283112 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -49527308.000000 Penalty: 15397.113281
	Iteration 40F: 3 clusters Score -4.952731e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283163 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -49527304.000000 Penalty: 15397.113281
	Iteration 41Q: 3 clusters Score -4.95273e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283216 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -49527380.000000 Penalty: 15397.113281
	Iteration 42Q: 3 clusters Score -4.952738e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283254 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -49527372.000000 Penalty: 15397.113281
	Iteration 43Q: 3 clusters Score -4.952737e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283301 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -49527316.000000 Penalty: 15397.113281
	Iteration 44Q: 3 clusters Score -4.952732e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283325 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -49527320.000000 Penalty: 15397.113281
	Iteration 45Q: 3 clusters Score -4.952732e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283341 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -49527300.000000 Penalty: 15397.113281
	Iteration 46Q: 3 clusters Score -4.95273e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283360 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -49527320.000000 Penalty: 15397.113281
	Iteration 47Q: 3 clusters Score -4.952732e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283384 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -49527364.000000 Penalty: 15397.113281
	Iteration 48Q: 3 clusters Score -4.952736e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283400 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -49527324.000000 Penalty: 15397.113281
	Iteration 49Q: 3 clusters Score -4.952732e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283414 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -49527320.000000 Penalty: 15397.113281
	Iteration 50Q: 3 clusters Score -4.952732e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283433 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -49527328.000000 Penalty: 15397.113281
	Iteration 51Q: 3 clusters Score -4.952733e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283449 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -49527352.000000 Penalty: 15397.113281
	Iteration 52Q: 3 clusters Score -4.952735e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283467 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -49527280.000000 Penalty: 15397.113281
	Iteration 53Q: 3 clusters Score -4.952728e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283480 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -49527304.000000 Penalty: 15397.113281
	Iteration 54Q: 3 clusters Score -4.95273e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283491 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -49527352.000000 Penalty: 15397.113281
	Iteration 55Q: 3 clusters Score -4.952735e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283500 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -49527360.000000 Penalty: 15397.113281
	Iteration 56Q: 3 clusters Score -4.952736e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283512 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -49527384.000000 Penalty: 15397.113281
	Iteration 57Q: 3 clusters Score -4.952738e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283522 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -49527328.000000 Penalty: 15397.113281
	Iteration 58Q: 3 clusters Score -4.952733e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283536 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -49527324.000000 Penalty: 15397.113281
	Iteration 59Q: 3 clusters Score -4.952732e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283552 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -49527368.000000 Penalty: 15397.113281
	Iteration 60F: 3 clusters Score -4.952737e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283570 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -49527392.000000 Penalty: 15397.113281
	Iteration 61Q: 3 clusters Score -4.952739e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283586 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -49527420.000000 Penalty: 15397.113281
	Iteration 62Q: 3 clusters Score -4.952742e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283602 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -49527396.000000 Penalty: 15397.113281
	Iteration 63Q: 3 clusters Score -4.95274e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283612 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -49527392.000000 Penalty: 15397.113281
	Iteration 64Q: 3 clusters Score -4.952739e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283623 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -49527352.000000 Penalty: 15397.113281
	Iteration 65Q: 3 clusters Score -4.952735e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283638 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -49527360.000000 Penalty: 15397.113281
	Iteration 66Q: 3 clusters Score -4.952736e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283652 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -49527324.000000 Penalty: 15397.113281
	Iteration 67Q: 3 clusters Score -4.952732e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283664 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -49527344.000000 Penalty: 15397.113281
	Iteration 68Q: 3 clusters Score -4.952734e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283669 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -49527368.000000 Penalty: 15397.113281
	Iteration 69Q: 3 clusters Score -4.952737e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283682 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -49527352.000000 Penalty: 15397.113281
	Iteration 70Q: 3 clusters Score -4.952735e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283698 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -49527340.000000 Penalty: 15397.113281
	Iteration 71Q: 3 clusters Score -4.952734e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283706 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -49527316.000000 Penalty: 15397.113281
	Iteration 72Q: 3 clusters Score -4.952732e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283711 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -49527316.000000 Penalty: 15397.113281
	Iteration 73Q: 3 clusters Score -4.952732e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283716 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -49527316.000000 Penalty: 15397.113281
	Iteration 74Q: 3 clusters Score -4.952732e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283723 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -49527292.000000 Penalty: 15397.113281
	Iteration 75Q: 3 clusters Score -4.952729e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283728 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -49527284.000000 Penalty: 15397.113281
	Iteration 76Q: 3 clusters Score -4.952728e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283733 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -49527320.000000 Penalty: 15397.113281
	Iteration 77Q: 3 clusters Score -4.952732e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283739 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -49527316.000000 Penalty: 15397.113281
	Iteration 78Q: 3 clusters Score -4.952732e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283740 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -49527308.000000 Penalty: 15397.113281
	Iteration 79Q: 3 clusters Score -4.952731e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283742 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -49527348.000000 Penalty: 15397.113281
	Iteration 80F: 3 clusters Score -4.952735e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283746 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -49527328.000000 Penalty: 15397.113281
	Iteration 81Q: 3 clusters Score -4.952733e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283748 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -49527332.000000 Penalty: 15397.113281
	Iteration 82Q: 3 clusters Score -4.952733e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283748 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -49527336.000000 Penalty: 15397.113281
	Iteration 83Q: 3 clusters Score -4.952734e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283748 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -49527336.000000 Penalty: 15397.113281
	Iteration 84F: 3 clusters Score -4.952734e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Entering Unmasked Estep 
Score: -258627.265625 Penalty: 4526.107910
	Iteration 0F: 2 clusters Score -258627.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -253923.234375 Penalty: 9052.215820
	Iteration 0F: 3 clusters Score -253923.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -254508.781250 Penalty: 9052.215820
	Iteration 1F: 3 clusters Score -254508.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -254917.890625 Penalty: 9052.215820
	Iteration 2F: 3 clusters Score -254917.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -255211.093750 Penalty: 9052.215820
	Iteration 3Q: 3 clusters Score -255211.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -255350.906250 Penalty: 9052.215820
	Iteration 4Q: 3 clusters Score -255350.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -255461.453125 Penalty: 9052.215820
	Iteration 5Q: 3 clusters Score -255461.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -255540.781250 Penalty: 9052.215820
	Iteration 6Q: 3 clusters Score -255540.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -255598.046875 Penalty: 9052.215820
	Iteration 7Q: 3 clusters Score -255598 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -255638.656250 Penalty: 9052.215820
	Iteration 8Q: 3 clusters Score -255638.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -255690.796875 Penalty: 9052.215820
	Iteration 9Q: 3 clusters Score -255690.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -255732.656250 Penalty: 9052.215820
	Iteration 10Q: 3 clusters Score -255732.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -255756.984375 Penalty: 9052.215820
	Iteration 11Q: 3 clusters Score -255757 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -255775.765625 Penalty: 9052.215820
	Iteration 12Q: 3 clusters Score -255775.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -255789.359375 Penalty: 9052.215820
	Iteration 13Q: 3 clusters Score -255789.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -255798.671875 Penalty: 9052.215820
	Iteration 14Q: 3 clusters Score -255798.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -255807.921875 Penalty: 9052.215820
	Iteration 15Q: 3 clusters Score -255807.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -255814.468750 Penalty: 9052.215820
	Iteration 16Q: 3 clusters Score -255814.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -255820.093750 Penalty: 9052.215820
	Iteration 17Q: 3 clusters Score -255820.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -255827.390625 Penalty: 9052.215820
	Iteration 18Q: 3 clusters Score -255827.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -255829.046875 Penalty: 9052.215820
	Iteration 19Q: 3 clusters Score -255829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -255834.500000 Penalty: 9052.215820
	Iteration 20F: 3 clusters Score -255834.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -255838.390625 Penalty: 9052.215820
	Iteration 21Q: 3 clusters Score -255838.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -255844.296875 Penalty: 9052.215820
	Iteration 22Q: 3 clusters Score -255844.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -255844.296875 Penalty: 9052.215820
	Iteration 23F: 3 clusters Score -255844.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (20867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Entering Unmasked Estep 
Score: -3620644.000000 Penalty: 6091.878418
	Iteration 0F: 2 clusters Score -3620644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -3603547.500000 Penalty: 12183.756836
	Iteration 0F: 3 clusters Score -3603548 nChanged 8532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -3608201.000000 Penalty: 12183.756836
	Iteration 1F: 3 clusters Score -3608201 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -3609146.750000 Penalty: 12183.756836
	Iteration 2F: 3 clusters Score -3609147 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -3610112.000000 Penalty: 12183.756836
	Iteration 3F: 3 clusters Score -3610112 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -3610834.750000 Penalty: 12183.756836
	Iteration 4F: 3 clusters Score -3610835 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -3611411.500000 Penalty: 12183.756836
	Iteration 5Q: 3 clusters Score -3611412 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -3611931.250000 Penalty: 12183.756836
	Iteration 6Q: 3 clusters Score -3611931 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -3612432.750000 Penalty: 12183.756836
	Iteration 7Q: 3 clusters Score -3612433 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -3612901.750000 Penalty: 12183.756836
	Iteration 8Q: 3 clusters Score -3612902 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -3613317.750000 Penalty: 12183.756836
	Iteration 9Q: 3 clusters Score -3613318 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -3613809.000000 Penalty: 12183.756836
	Iteration 10Q: 3 clusters Score -3613809 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -3614274.250000 Penalty: 12183.756836
	Iteration 11Q: 3 clusters Score -3614274 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -3614703.250000 Penalty: 12183.756836
	Iteration 12Q: 3 clusters Score -3614703 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -3615165.000000 Penalty: 12183.756836
	Iteration 13Q: 3 clusters Score -3615165 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -3615583.250000 Penalty: 12183.756836
	Iteration 14Q: 3 clusters Score -3615583 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -3615971.500000 Penalty: 12183.756836
	Iteration 15Q: 3 clusters Score -3615972 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -3616247.000000 Penalty: 12183.756836
	Iteration 16Q: 3 clusters Score -3616247 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -3616455.250000 Penalty: 12183.756836
	Iteration 17Q: 3 clusters Score -3616455 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -3616585.000000 Penalty: 12183.756836
	Iteration 18Q: 3 clusters Score -3616585 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -3616682.250000 Penalty: 12183.756836
	Iteration 19Q: 3 clusters Score -3616682 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -3616783.000000 Penalty: 12183.756836
	Iteration 20F: 3 clusters Score -3616783 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -3616833.750000 Penalty: 12183.756836
	Iteration 21Q: 3 clusters Score -3616834 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -3616902.000000 Penalty: 12183.756836
	Iteration 22Q: 3 clusters Score -3616902 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -3616948.500000 Penalty: 12183.756836
	Iteration 23Q: 3 clusters Score -3616948 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -3616989.750000 Penalty: 12183.756836
	Iteration 24Q: 3 clusters Score -3616990 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -3617045.000000 Penalty: 12183.756836
	Iteration 25Q: 3 clusters Score -3617045 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -3617069.000000 Penalty: 12183.756836
	Iteration 26Q: 3 clusters Score -3617069 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -3617113.000000 Penalty: 12183.756836
	Iteration 27Q: 3 clusters Score -3617113 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -3617141.250000 Penalty: 12183.756836
	Iteration 28Q: 3 clusters Score -3617141 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -3617174.000000 Penalty: 12183.756836
	Iteration 29Q: 3 clusters Score -3617174 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -3617205.250000 Penalty: 12183.756836
	Iteration 30Q: 3 clusters Score -3617205 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -3617218.750000 Penalty: 12183.756836
	Iteration 31Q: 3 clusters Score -3617219 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -3617217.500000 Penalty: 12183.756836
	Iteration 32Q: 3 clusters Score -3617218 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -3617235.250000 Penalty: 12183.756836
	Iteration 33Q: 3 clusters Score -3617235 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -3617243.750000 Penalty: 12183.756836
	Iteration 34Q: 3 clusters Score -3617244 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -3617259.750000 Penalty: 12183.756836
	Iteration 35Q: 3 clusters Score -3617260 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -3617279.500000 Penalty: 12183.756836
	Iteration 36Q: 3 clusters Score -3617280 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -3617281.750000 Penalty: 12183.756836
	Iteration 37Q: 3 clusters Score -3617282 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -3617289.000000 Penalty: 12183.756836
	Iteration 38Q: 3 clusters Score -3617289 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -3617308.250000 Penalty: 12183.756836
	Iteration 39Q: 3 clusters Score -3617308 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -3617313.750000 Penalty: 12183.756836
	Iteration 40F: 3 clusters Score -3617314 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -3617331.000000 Penalty: 12183.756836
	Iteration 41Q: 3 clusters Score -3617331 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -3617336.000000 Penalty: 12183.756836
	Iteration 42Q: 3 clusters Score -3617336 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -3617341.500000 Penalty: 12183.756836
	Iteration 43Q: 3 clusters Score -3617342 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -3617345.000000 Penalty: 12183.756836
	Iteration 44Q: 3 clusters Score -3617345 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -3617363.250000 Penalty: 12183.756836
	Iteration 45Q: 3 clusters Score -3617363 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -3617375.500000 Penalty: 12183.756836
	Iteration 46Q: 3 clusters Score -3617376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -3617375.000000 Penalty: 12183.756836
	Iteration 47Q: 3 clusters Score -3617375 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -3617381.000000 Penalty: 12183.756836
	Iteration 48Q: 3 clusters Score -3617381 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -3617386.750000 Penalty: 12183.756836
	Iteration 49Q: 3 clusters Score -3617387 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -3617385.750000 Penalty: 12183.756836
	Iteration 50Q: 3 clusters Score -3617386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -3617392.000000 Penalty: 12183.756836
	Iteration 51Q: 3 clusters Score -3617392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -3617393.750000 Penalty: 12183.756836
	Iteration 52Q: 3 clusters Score -3617394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -3617393.000000 Penalty: 12183.756836
	Iteration 53Q: 3 clusters Score -3617393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -3617398.500000 Penalty: 12183.756836
	Iteration 54Q: 3 clusters Score -3617398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -3617400.750000 Penalty: 12183.756836
	Iteration 55Q: 3 clusters Score -3617401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -3617401.750000 Penalty: 12183.756836
	Iteration 56Q: 3 clusters Score -3617402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -3617414.250000 Penalty: 12183.756836
	Iteration 57Q: 3 clusters Score -3617414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -3617416.750000 Penalty: 12183.756836
	Iteration 58Q: 3 clusters Score -3617417 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -3617425.250000 Penalty: 12183.756836
	Iteration 59Q: 3 clusters Score -3617425 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -3617424.750000 Penalty: 12183.756836
	Iteration 60F: 3 clusters Score -3617425 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -3617422.750000 Penalty: 12183.756836
	Iteration 61Q: 3 clusters Score -3617423 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -3617422.750000 Penalty: 12183.756836
	Iteration 62Q: 3 clusters Score -3617423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -3617424.500000 Penalty: 12183.756836
	Iteration 63Q: 3 clusters Score -3617424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -3617428.250000 Penalty: 12183.756836
	Iteration 64Q: 3 clusters Score -3617428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -3617432.500000 Penalty: 12183.756836
	Iteration 65Q: 3 clusters Score -3617432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -3617430.500000 Penalty: 12183.756836
	Iteration 66Q: 3 clusters Score -3617430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -3617433.000000 Penalty: 12183.756836
	Iteration 67Q: 3 clusters Score -3617433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -3617432.500000 Penalty: 12183.756836
	Iteration 68Q: 3 clusters Score -3617432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -3617434.000000 Penalty: 12183.756836
	Iteration 69Q: 3 clusters Score -3617434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -3617434.000000 Penalty: 12183.756836
	Iteration 70F: 3 clusters Score -3617434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (24222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24222 members 
Entering Unmasked Estep 
Score: -4224974.000000 Penalty: 6183.197754
	Iteration 0F: 2 clusters Score -4224974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -4205813.000000 Penalty: 12366.395508
	Iteration 0F: 3 clusters Score -4205813 nChanged 9964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -4211002.000000 Penalty: 12366.395508
	Iteration 1F: 3 clusters Score -4211002 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -4211674.000000 Penalty: 12366.395508
	Iteration 2F: 3 clusters Score -4211674 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -4212122.000000 Penalty: 12366.395508
	Iteration 3Q: 3 clusters Score -4212122 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -4212475.500000 Penalty: 12366.395508
	Iteration 4Q: 3 clusters Score -4212476 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -4212737.000000 Penalty: 12366.395508
	Iteration 5Q: 3 clusters Score -4212737 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -4212976.500000 Penalty: 12366.395508
	Iteration 6Q: 3 clusters Score -4212976 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -4213256.500000 Penalty: 12366.395508
	Iteration 7Q: 3 clusters Score -4213256 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -4213515.000000 Penalty: 12366.395508
	Iteration 8Q: 3 clusters Score -4213515 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -4213784.500000 Penalty: 12366.395508
	Iteration 9Q: 3 clusters Score -4213784 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -4214104.500000 Penalty: 12366.395508
	Iteration 10Q: 3 clusters Score -4214104 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -4214528.500000 Penalty: 12366.395508
	Iteration 11Q: 3 clusters Score -4214528 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -4215001.500000 Penalty: 12366.395508
	Iteration 12Q: 3 clusters Score -4215002 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -4215590.500000 Penalty: 12366.395508
	Iteration 13Q: 3 clusters Score -4215590 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -4216208.500000 Penalty: 12366.395508
	Iteration 14Q: 3 clusters Score -4216208 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -4216805.500000 Penalty: 12366.395508
	Iteration 15Q: 3 clusters Score -4216806 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -4217404.500000 Penalty: 12366.395508
	Iteration 16Q: 3 clusters Score -4217404 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -4217925.500000 Penalty: 12366.395508
	Iteration 17Q: 3 clusters Score -4217926 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -4218322.000000 Penalty: 12366.395508
	Iteration 18Q: 3 clusters Score -4218322 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -4218642.000000 Penalty: 12366.395508
	Iteration 19Q: 3 clusters Score -4218642 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -4218874.500000 Penalty: 12366.395508
	Iteration 20F: 3 clusters Score -4218874 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -4219039.500000 Penalty: 12366.395508
	Iteration 21Q: 3 clusters Score -4219040 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -4219160.500000 Penalty: 12366.395508
	Iteration 22Q: 3 clusters Score -4219160 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -4219261.000000 Penalty: 12366.395508
	Iteration 23Q: 3 clusters Score -4219261 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -4219329.500000 Penalty: 12366.395508
	Iteration 24Q: 3 clusters Score -4219330 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23062 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -4219369.000000 Penalty: 12366.395508
	Iteration 25Q: 3 clusters Score -4219369 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -4219406.000000 Penalty: 12366.395508
	Iteration 26Q: 3 clusters Score -4219406 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -4219440.500000 Penalty: 12366.395508
	Iteration 27Q: 3 clusters Score -4219440 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23182 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -4219471.500000 Penalty: 12366.395508
	Iteration 28Q: 3 clusters Score -4219472 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -4219503.500000 Penalty: 12366.395508
	Iteration 29Q: 3 clusters Score -4219504 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -4219523.500000 Penalty: 12366.395508
	Iteration 30Q: 3 clusters Score -4219524 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -4219549.000000 Penalty: 12366.395508
	Iteration 31Q: 3 clusters Score -4219549 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -4219558.500000 Penalty: 12366.395508
	Iteration 32Q: 3 clusters Score -4219558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -4219565.000000 Penalty: 12366.395508
	Iteration 33Q: 3 clusters Score -4219565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -4219572.500000 Penalty: 12366.395508
	Iteration 34Q: 3 clusters Score -4219572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -4219569.500000 Penalty: 12366.395508
	Iteration 35Q: 3 clusters Score -4219570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -4219577.000000 Penalty: 12366.395508
	Iteration 36Q: 3 clusters Score -4219577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -4219571.000000 Penalty: 12366.395508
	Iteration 37Q: 3 clusters Score -4219571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -4219571.000000 Penalty: 12366.395508
	Iteration 38F: 3 clusters Score -4219571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Entering Unmasked Estep 
Score: -266833.687500 Penalty: 4544.370605
	Iteration 0F: 2 clusters Score -266833.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -262151.250000 Penalty: 9088.741211
	Iteration 0F: 3 clusters Score -262151.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -262779.437500 Penalty: 9088.741211
	Iteration 1F: 3 clusters Score -262779.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -263012.125000 Penalty: 9088.741211
	Iteration 2F: 3 clusters Score -263012.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -263160.718750 Penalty: 9088.741211
	Iteration 3Q: 3 clusters Score -263160.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -263244.031250 Penalty: 9088.741211
	Iteration 4Q: 3 clusters Score -263244 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -263320.812500 Penalty: 9088.741211
	Iteration 5Q: 3 clusters Score -263320.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -263369.937500 Penalty: 9088.741211
	Iteration 6Q: 3 clusters Score -263369.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -263457.625000 Penalty: 9088.741211
	Iteration 7Q: 3 clusters Score -263457.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -263528.343750 Penalty: 9088.741211
	Iteration 8Q: 3 clusters Score -263528.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -263602.125000 Penalty: 9088.741211
	Iteration 9Q: 3 clusters Score -263602.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -263656.593750 Penalty: 9088.741211
	Iteration 10Q: 3 clusters Score -263656.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -263697.656250 Penalty: 9088.741211
	Iteration 11Q: 3 clusters Score -263697.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -263729.468750 Penalty: 9088.741211
	Iteration 12Q: 3 clusters Score -263729.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -263777.656250 Penalty: 9088.741211
	Iteration 13Q: 3 clusters Score -263777.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -263827.437500 Penalty: 9088.741211
	Iteration 14Q: 3 clusters Score -263827.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -263925.562500 Penalty: 9088.741211
	Iteration 15Q: 3 clusters Score -263925.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -263986.562500 Penalty: 9088.741211
	Iteration 16Q: 3 clusters Score -263986.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -264036.968750 Penalty: 9088.741211
	Iteration 17Q: 3 clusters Score -264037 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -264088.750000 Penalty: 9088.741211
	Iteration 18Q: 3 clusters Score -264088.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -264132.593750 Penalty: 9088.741211
	Iteration 19Q: 3 clusters Score -264132.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -264174.156250 Penalty: 9088.741211
	Iteration 20F: 3 clusters Score -264174.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -264216.531250 Penalty: 9088.741211
	Iteration 21Q: 3 clusters Score -264216.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -264248.343750 Penalty: 9088.741211
	Iteration 22Q: 3 clusters Score -264248.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -264269.968750 Penalty: 9088.741211
	Iteration 23Q: 3 clusters Score -264270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -264277.312500 Penalty: 9088.741211
	Iteration 24Q: 3 clusters Score -264277.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -264280.593750 Penalty: 9088.741211
	Iteration 25Q: 3 clusters Score -264280.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -264283.562500 Penalty: 9088.741211
	Iteration 26Q: 3 clusters Score -264283.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -264283.562500 Penalty: 9088.741211
	Iteration 27F: 3 clusters Score -264283.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Entering Unmasked Estep 
Score: -208970.843750 Penalty: 4423.374512
	Iteration 0F: 2 clusters Score -208970.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -204478.640625 Penalty: 8846.749023
	Iteration 0F: 3 clusters Score -204478.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -204904.453125 Penalty: 8846.749023
	Iteration 1F: 3 clusters Score -204904.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -205049.484375 Penalty: 8846.749023
	Iteration 2F: 3 clusters Score -205049.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -205119.125000 Penalty: 8846.749023
	Iteration 3Q: 3 clusters Score -205119.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -205156.093750 Penalty: 8846.749023
	Iteration 4Q: 3 clusters Score -205156.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -205175.140625 Penalty: 8846.749023
	Iteration 5Q: 3 clusters Score -205175.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -205183.921875 Penalty: 8846.749023
	Iteration 6Q: 3 clusters Score -205183.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -205190.062500 Penalty: 8846.749023
	Iteration 7Q: 3 clusters Score -205190.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -205190.687500 Penalty: 8846.749023
	Iteration 8Q: 3 clusters Score -205190.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -205190.687500 Penalty: 8846.749023
	Iteration 9F: 3 clusters Score -205190.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Entering Unmasked Estep 
Score: -171374.812500 Penalty: 4311.254883
	Iteration 0F: 2 clusters Score -171374.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -167169.640625 Penalty: 8622.509766
	Iteration 0F: 3 clusters Score -167169.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -167699.390625 Penalty: 8622.509766
	Iteration 1F: 3 clusters Score -167699.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -167958.953125 Penalty: 8622.509766
	Iteration 2F: 3 clusters Score -167959 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -168132.015625 Penalty: 8622.509766
	Iteration 3Q: 3 clusters Score -168132 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -168312.375000 Penalty: 8622.509766
	Iteration 4Q: 3 clusters Score -168312.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -168710.656250 Penalty: 8622.509766
	Iteration 5Q: 3 clusters Score -168710.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -169240.421875 Penalty: 8622.509766
	Iteration 6F: 3 clusters Score -169240.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -169560.109375 Penalty: 8622.509766
	Iteration 7Q: 3 clusters Score -169560.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -169716.093750 Penalty: 8622.509766
	Iteration 8Q: 3 clusters Score -169716.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -169803.687500 Penalty: 8622.509766
	Iteration 9Q: 3 clusters Score -169803.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -169847.062500 Penalty: 8622.509766
	Iteration 10Q: 3 clusters Score -169847.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -169885.187500 Penalty: 8622.509766
	Iteration 11Q: 3 clusters Score -169885.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -169917.406250 Penalty: 8622.509766
	Iteration 12Q: 3 clusters Score -169917.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -169934.703125 Penalty: 8622.509766
	Iteration 13Q: 3 clusters Score -169934.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -169944.968750 Penalty: 8622.509766
	Iteration 14Q: 3 clusters Score -169945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -169952.312500 Penalty: 8622.509766
	Iteration 15Q: 3 clusters Score -169952.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -169966.703125 Penalty: 8622.509766
	Iteration 16Q: 3 clusters Score -169966.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -169983.859375 Penalty: 8622.509766
	Iteration 17Q: 3 clusters Score -169983.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -169987.218750 Penalty: 8622.509766
	Iteration 18Q: 3 clusters Score -169987.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -169987.218750 Penalty: 8622.509766
	Iteration 19F: 3 clusters Score -169987.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (87865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87865 members 
Entering Unmasked Estep 
Score: -14839091.000000 Penalty: 6972.428223
	Iteration 0F: 2 clusters Score -1.483909e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43950 members 
Mstep: Class 2 contains 43915 members 
Entering Unmasked Estep 
Score: -14779046.000000 Penalty: 13944.856445
	Iteration 0F: 3 clusters Score -1.477905e+07 nChanged 39726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43852 members 
Mstep: Class 2 contains 44013 members 
Entering Unmasked Estep 
Score: -14800373.000000 Penalty: 13944.856445
	Iteration 1F: 3 clusters Score -1.480037e+07 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43813 members 
Mstep: Class 2 contains 44052 members 
Entering Unmasked Estep 
Score: -14801314.000000 Penalty: 13944.856445
	Iteration 2Q: 3 clusters Score -1.480131e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43711 members 
Mstep: Class 2 contains 44154 members 
Entering Unmasked Estep 
Score: -14802096.000000 Penalty: 13944.856445
	Iteration 3Q: 3 clusters Score -1.48021e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43487 members 
Mstep: Class 2 contains 44378 members 
Entering Unmasked Estep 
Score: -14802772.000000 Penalty: 13944.856445
	Iteration 4Q: 3 clusters Score -1.480277e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43230 members 
Mstep: Class 2 contains 44635 members 
Entering Unmasked Estep 
Score: -14803459.000000 Penalty: 13944.856445
	Iteration 5Q: 3 clusters Score -1.480346e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42807 members 
Mstep: Class 2 contains 45058 members 
Entering Unmasked Estep 
Score: -14803965.000000 Penalty: 13944.856445
	Iteration 6Q: 3 clusters Score -1.480396e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42217 members 
Mstep: Class 2 contains 45648 members 
Entering Unmasked Estep 
Score: -14804432.000000 Penalty: 13944.856445
	Iteration 7Q: 3 clusters Score -1.480443e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41467 members 
Mstep: Class 2 contains 46398 members 
Entering Unmasked Estep 
Score: -14805030.000000 Penalty: 13944.856445
	Iteration 8Q: 3 clusters Score -1.480503e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40408 members 
Mstep: Class 2 contains 47457 members 
Entering Unmasked Estep 
Score: -14805622.000000 Penalty: 13944.856445
	Iteration 9Q: 3 clusters Score -1.480562e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38953 members 
Mstep: Class 2 contains 48912 members 
Entering Unmasked Estep 
Score: -14806518.000000 Penalty: 13944.856445
	Iteration 10Q: 3 clusters Score -1.480652e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 50822 members 
Entering Unmasked Estep 
Score: -14807485.000000 Penalty: 13944.856445
	Iteration 11Q: 3 clusters Score -1.480748e+07 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34533 members 
Mstep: Class 2 contains 53332 members 
Entering Unmasked Estep 
Score: -14808734.000000 Penalty: 13944.856445
	Iteration 12Q: 3 clusters Score -1.480873e+07 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31274 members 
Mstep: Class 2 contains 56591 members 
Entering Unmasked Estep 
Score: -14810626.000000 Penalty: 13944.856445
	Iteration 13Q: 3 clusters Score -1.481063e+07 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27241 members 
Mstep: Class 2 contains 60624 members 
Entering Unmasked Estep 
Score: -14813339.000000 Penalty: 13944.856445
	Iteration 14F: 3 clusters Score -1.481334e+07 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 65417 members 
Entering Unmasked Estep 
Score: -14816660.000000 Penalty: 13944.856445
	Iteration 15F: 3 clusters Score -1.481666e+07 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 70517 members 
Entering Unmasked Estep 
Score: -14820743.000000 Penalty: 13944.856445
	Iteration 16F: 3 clusters Score -1.482074e+07 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 75476 members 
Entering Unmasked Estep 
Score: -14824982.000000 Penalty: 13944.856445
	Iteration 17F: 3 clusters Score -1.482498e+07 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 79581 members 
Entering Unmasked Estep 
Score: -14828446.000000 Penalty: 13944.856445
	Iteration 18Q: 3 clusters Score -1.482845e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 82445 members 
Entering Unmasked Estep 
Score: -14830850.000000 Penalty: 13944.856445
	Iteration 19Q: 3 clusters Score -1.483085e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 84224 members 
Entering Unmasked Estep 
Score: -14832267.000000 Penalty: 13944.856445
	Iteration 20F: 3 clusters Score -1.483227e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 85227 members 
Entering Unmasked Estep 
Score: -14833034.000000 Penalty: 13944.856445
	Iteration 21Q: 3 clusters Score -1.483303e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 85774 members 
Entering Unmasked Estep 
Score: -14833315.000000 Penalty: 13944.856445
	Iteration 22Q: 3 clusters Score -1.483332e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 86096 members 
Entering Unmasked Estep 
Score: -14833520.000000 Penalty: 13944.856445
	Iteration 23Q: 3 clusters Score -1.483352e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 86299 members 
Entering Unmasked Estep 
Score: -14833665.000000 Penalty: 13944.856445
	Iteration 24Q: 3 clusters Score -1.483366e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 86426 members 
Entering Unmasked Estep 
Score: -14833790.000000 Penalty: 13944.856445
	Iteration 25Q: 3 clusters Score -1.483379e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 86484 members 
Entering Unmasked Estep 
Score: -14833804.000000 Penalty: 13944.856445
	Iteration 26Q: 3 clusters Score -1.48338e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 86518 members 
Entering Unmasked Estep 
Score: -14833789.000000 Penalty: 13944.856445
	Iteration 27Q: 3 clusters Score -1.483379e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 86544 members 
Entering Unmasked Estep 
Score: -14833806.000000 Penalty: 13944.856445
	Iteration 28Q: 3 clusters Score -1.483381e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 86563 members 
Entering Unmasked Estep 
Score: -14833809.000000 Penalty: 13944.856445
	Iteration 29Q: 3 clusters Score -1.483381e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 86578 members 
Entering Unmasked Estep 
Score: -14833820.000000 Penalty: 13944.856445
	Iteration 30Q: 3 clusters Score -1.483382e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 86590 members 
Entering Unmasked Estep 
Score: -14833836.000000 Penalty: 13944.856445
	Iteration 31Q: 3 clusters Score -1.483384e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 86601 members 
Entering Unmasked Estep 
Score: -14833859.000000 Penalty: 13944.856445
	Iteration 32Q: 3 clusters Score -1.483386e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 86610 members 
Entering Unmasked Estep 
Score: -14833867.000000 Penalty: 13944.856445
	Iteration 33Q: 3 clusters Score -1.483387e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 86619 members 
Entering Unmasked Estep 
Score: -14833861.000000 Penalty: 13944.856445
	Iteration 34Q: 3 clusters Score -1.483386e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 86628 members 
Entering Unmasked Estep 
Score: -14833871.000000 Penalty: 13944.856445
	Iteration 35Q: 3 clusters Score -1.483387e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 86638 members 
Entering Unmasked Estep 
Score: -14833867.000000 Penalty: 13944.856445
	Iteration 36Q: 3 clusters Score -1.483387e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 86643 members 
Entering Unmasked Estep 
Score: -14833877.000000 Penalty: 13944.856445
	Iteration 37Q: 3 clusters Score -1.483388e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 86647 members 
Entering Unmasked Estep 
Score: -14833895.000000 Penalty: 13944.856445
	Iteration 38Q: 3 clusters Score -1.48339e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 86649 members 
Entering Unmasked Estep 
Score: -14833889.000000 Penalty: 13944.856445
	Iteration 39Q: 3 clusters Score -1.483389e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 86653 members 
Entering Unmasked Estep 
Score: -14833898.000000 Penalty: 13944.856445
	Iteration 40F: 3 clusters Score -1.48339e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 86656 members 
Entering Unmasked Estep 
Score: -14833886.000000 Penalty: 13944.856445
	Iteration 41Q: 3 clusters Score -1.483389e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 86659 members 
Entering Unmasked Estep 
Score: -14833901.000000 Penalty: 13944.856445
	Iteration 42Q: 3 clusters Score -1.48339e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 86662 members 
Entering Unmasked Estep 
Score: -14833907.000000 Penalty: 13944.856445
	Iteration 43Q: 3 clusters Score -1.483391e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 86665 members 
Entering Unmasked Estep 
Score: -14833901.000000 Penalty: 13944.856445
	Iteration 44Q: 3 clusters Score -1.48339e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 86665 members 
Entering Unmasked Estep 
Score: -14833901.000000 Penalty: 13944.856445
	Iteration 45Q: 3 clusters Score -1.48339e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 86665 members 
Entering Unmasked Estep 
Score: -14833901.000000 Penalty: 13944.856445
	Iteration 46F: 3 clusters Score -1.48339e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (513798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513798 members 
Entering Unmasked Estep 
Score: -88230592.000000 Penalty: 8054.121094
	Iteration 0F: 2 clusters Score -8.823059e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257297 members 
Mstep: Class 2 contains 256501 members 
Entering Unmasked Estep 
Score: -87910792.000000 Penalty: 16108.242188
	Iteration 0F: 3 clusters Score -8.791079e+07 nChanged 247564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265145 members 
Mstep: Class 2 contains 248653 members 
Entering Unmasked Estep 
Score: -88056152.000000 Penalty: 16108.242188
	Iteration 1F: 3 clusters Score -8.805615e+07 nChanged 12043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270458 members 
Mstep: Class 2 contains 243340 members 
Entering Unmasked Estep 
Score: -88057960.000000 Penalty: 16108.242188
	Iteration 2Q: 3 clusters Score -8.805796e+07 nChanged 13221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278717 members 
Mstep: Class 2 contains 235081 members 
Entering Unmasked Estep 
Score: -88060512.000000 Penalty: 16108.242188
	Iteration 3Q: 3 clusters Score -8.806051e+07 nChanged 16228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291725 members 
Mstep: Class 2 contains 222073 members 
Entering Unmasked Estep 
Score: -88065336.000000 Penalty: 16108.242188
	Iteration 4Q: 3 clusters Score -8.806534e+07 nChanged 21532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311317 members 
Mstep: Class 2 contains 202481 members 
Entering Unmasked Estep 
Score: -88074512.000000 Penalty: 16108.242188
	Iteration 5Q: 3 clusters Score -8.807451e+07 nChanged 30214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340427 members 
Mstep: Class 2 contains 173371 members 
Entering Unmasked Estep 
Score: -88092096.000000 Penalty: 16108.242188
	Iteration 6F: 3 clusters Score -8.80921e+07 nChanged 40443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380322 members 
Mstep: Class 2 contains 133476 members 
Entering Unmasked Estep 
Score: -88123464.000000 Penalty: 16108.242188
	Iteration 7F: 3 clusters Score -8.812346e+07 nChanged 47128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427244 members 
Mstep: Class 2 contains 86554 members 
Entering Unmasked Estep 
Score: -88167104.000000 Penalty: 16108.242188
	Iteration 8F: 3 clusters Score -8.81671e+07 nChanged 41958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469164 members 
Mstep: Class 2 contains 44634 members 
Entering Unmasked Estep 
Score: -88200672.000000 Penalty: 16108.242188
	Iteration 9F: 3 clusters Score -8.820067e+07 nChanged 25787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494931 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -88216056.000000 Penalty: 16108.242188
	Iteration 10F: 3 clusters Score -8.821606e+07 nChanged 10962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505867 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -88221520.000000 Penalty: 16108.242188
	Iteration 11Q: 3 clusters Score -8.822152e+07 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509596 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -88223592.000000 Penalty: 16108.242188
	Iteration 12Q: 3 clusters Score -8.822359e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510860 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -88224480.000000 Penalty: 16108.242188
	Iteration 13Q: 3 clusters Score -8.822448e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511221 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -88225048.000000 Penalty: 16108.242188
	Iteration 14Q: 3 clusters Score -8.822505e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511317 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -88225392.000000 Penalty: 16108.242188
	Iteration 15Q: 3 clusters Score -8.822539e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511322 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -88225616.000000 Penalty: 16108.242188
	Iteration 16Q: 3 clusters Score -8.822562e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511299 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -88225960.000000 Penalty: 16108.242188
	Iteration 17Q: 3 clusters Score -8.822596e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511279 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -88226104.000000 Penalty: 16108.242188
	Iteration 18Q: 3 clusters Score -8.82261e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511267 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -88226200.000000 Penalty: 16108.242188
	Iteration 19Q: 3 clusters Score -8.82262e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511247 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -88226288.000000 Penalty: 16108.242188
	Iteration 20F: 3 clusters Score -8.822629e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511233 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -88226256.000000 Penalty: 16108.242188
	Iteration 21Q: 3 clusters Score -8.822626e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511217 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -88226280.000000 Penalty: 16108.242188
	Iteration 22Q: 3 clusters Score -8.822628e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511198 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -88226280.000000 Penalty: 16108.242188
	Iteration 23Q: 3 clusters Score -8.822628e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511194 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -88226328.000000 Penalty: 16108.242188
	Iteration 24Q: 3 clusters Score -8.822633e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511194 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -88226312.000000 Penalty: 16108.242188
	Iteration 25Q: 3 clusters Score -8.822631e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511184 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -88226312.000000 Penalty: 16108.242188
	Iteration 26Q: 3 clusters Score -8.822631e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511174 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -88226384.000000 Penalty: 16108.242188
	Iteration 27Q: 3 clusters Score -8.822638e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511173 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -88226400.000000 Penalty: 16108.242188
	Iteration 28Q: 3 clusters Score -8.82264e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511166 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -88226384.000000 Penalty: 16108.242188
	Iteration 29Q: 3 clusters Score -8.822638e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511158 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -88226304.000000 Penalty: 16108.242188
	Iteration 30Q: 3 clusters Score -8.82263e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511154 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -88226328.000000 Penalty: 16108.242188
	Iteration 31Q: 3 clusters Score -8.822633e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511154 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -88226352.000000 Penalty: 16108.242188
	Iteration 32Q: 3 clusters Score -8.822635e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511156 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -88226360.000000 Penalty: 16108.242188
	Iteration 33Q: 3 clusters Score -8.822636e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511158 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -88226400.000000 Penalty: 16108.242188
	Iteration 34Q: 3 clusters Score -8.82264e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511157 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -88226416.000000 Penalty: 16108.242188
	Iteration 35Q: 3 clusters Score -8.822642e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511157 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -88226432.000000 Penalty: 16108.242188
	Iteration 36Q: 3 clusters Score -8.822643e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511157 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -88226424.000000 Penalty: 16108.242188
	Iteration 37Q: 3 clusters Score -8.822642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511156 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -88226424.000000 Penalty: 16108.242188
	Iteration 38Q: 3 clusters Score -8.822642e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511156 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -88226424.000000 Penalty: 16108.242188
	Iteration 39Q: 3 clusters Score -8.822642e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511154 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -88226416.000000 Penalty: 16108.242188
	Iteration 40F: 3 clusters Score -8.822642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511153 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -88226352.000000 Penalty: 16108.242188
	Iteration 41Q: 3 clusters Score -8.822635e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511151 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -88226352.000000 Penalty: 16108.242188
	Iteration 42Q: 3 clusters Score -8.822635e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511150 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -88226352.000000 Penalty: 16108.242188
	Iteration 43Q: 3 clusters Score -8.822635e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511150 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -88226352.000000 Penalty: 16108.242188
	Iteration 44F: 3 clusters Score -8.822635e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Entering Unmasked Estep 
Score: -88682.218750 Penalty: 3952.845459
	Iteration 0F: 2 clusters Score -88682.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -85222.492188 Penalty: 7905.690918
	Iteration 0F: 3 clusters Score -85222.49 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -85603.671875 Penalty: 7905.690918
	Iteration 1F: 3 clusters Score -85603.67 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -85794.125000 Penalty: 7905.690918
	Iteration 2Q: 3 clusters Score -85794.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -85928.148438 Penalty: 7905.690918
	Iteration 3Q: 3 clusters Score -85928.15 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -86054.781250 Penalty: 7905.690918
	Iteration 4Q: 3 clusters Score -86054.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -86239.382812 Penalty: 7905.690918
	Iteration 5Q: 3 clusters Score -86239.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -86398.359375 Penalty: 7905.690918
	Iteration 6Q: 3 clusters Score -86398.36 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -86586.835938 Penalty: 7905.690918
	Iteration 7Q: 3 clusters Score -86586.84 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -86919.085938 Penalty: 7905.690918
	Iteration 8Q: 3 clusters Score -86919.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -87115.695312 Penalty: 7905.690918
	Iteration 9Q: 3 clusters Score -87115.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -87229.976562 Penalty: 7905.690918
	Iteration 10Q: 3 clusters Score -87229.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -87288.171875 Penalty: 7905.690918
	Iteration 11Q: 3 clusters Score -87288.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -87374.039062 Penalty: 7905.690918
	Iteration 12Q: 3 clusters Score -87374.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -87470.523438 Penalty: 7905.690918
	Iteration 13Q: 3 clusters Score -87470.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -87580.585938 Penalty: 7905.690918
	Iteration 14Q: 3 clusters Score -87580.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -87840.867188 Penalty: 7905.690918
	Iteration 15Q: 3 clusters Score -87840.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -87955.421875 Penalty: 7905.690918
	Iteration 16Q: 3 clusters Score -87955.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -88041.000000 Penalty: 7905.690918
	Iteration 17Q: 3 clusters Score -88041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -88106.312500 Penalty: 7905.690918
	Iteration 18Q: 3 clusters Score -88106.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -88133.664062 Penalty: 7905.690918
	Iteration 19Q: 3 clusters Score -88133.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -88171.187500 Penalty: 7905.690918
	Iteration 20F: 3 clusters Score -88171.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -88832.851562 Penalty: 7905.690918
	Iteration 21Q: 3 clusters Score -88832.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -88943.500000 Penalty: 7905.690918
	Iteration 22Q: 3 clusters Score -88943.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -88969.406250 Penalty: 7905.690918
	Iteration 23Q: 3 clusters Score -88969.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -88973.460938 Penalty: 7905.690918
	Iteration 24Q: 3 clusters Score -88973.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -88973.460938 Penalty: 7905.690918
	Iteration 25F: 3 clusters Score -88973.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208782 members 
Mstep: Class 2 contains 6941 members 
Mstep: Class 3 contains 29839 members 
Mstep: Class 4 contains 52804 members 
Mstep: Class 5 contains 36778 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3098 members 
Mstep: Class 8 contains 13555 members 
Mstep: Class 9 contains 23057 members 
Mstep: Class 10 contains 287527 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20867 members 
Mstep: Class 13 contains 24222 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87865 members 
Mstep: Class 18 contains 513798 members 
Mstep: Class 19 contains 364 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 11431 members 
Mstep: Class 22 contains 46253 members 
Entering Unmasked Estep 
Score: -233328384.000000 Penalty: 190448.093750
Splitting cluster 20 changes total score from -233332704.000000 to -233328384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (11431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Entering Unmasked Estep 
Score: -1889788.250000 Penalty: 5723.251465
	Iteration 0F: 2 clusters Score -1889788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1878569.500000 Penalty: 11446.502930
	Iteration 0F: 3 clusters Score -1878570 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1881109.000000 Penalty: 11446.502930
	Iteration 1F: 3 clusters Score -1881109 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1881854.875000 Penalty: 11446.502930
	Iteration 2F: 3 clusters Score -1881855 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1882502.000000 Penalty: 11446.502930
	Iteration 3F: 3 clusters Score -1882502 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1883028.250000 Penalty: 11446.502930
	Iteration 4F: 3 clusters Score -1883028 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1883484.375000 Penalty: 11446.502930
	Iteration 5F: 3 clusters Score -1883484 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1883882.875000 Penalty: 11446.502930
	Iteration 6Q: 3 clusters Score -1883883 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1884225.625000 Penalty: 11446.502930
	Iteration 7Q: 3 clusters Score -1884226 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1884514.250000 Penalty: 11446.502930
	Iteration 8Q: 3 clusters Score -1884514 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1884781.375000 Penalty: 11446.502930
	Iteration 9Q: 3 clusters Score -1884781 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1885007.625000 Penalty: 11446.502930
	Iteration 10Q: 3 clusters Score -1885008 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1885206.250000 Penalty: 11446.502930
	Iteration 11Q: 3 clusters Score -1885206 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1885402.125000 Penalty: 11446.502930
	Iteration 12Q: 3 clusters Score -1885402 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1885530.250000 Penalty: 11446.502930
	Iteration 13Q: 3 clusters Score -1885530 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1885619.875000 Penalty: 11446.502930
	Iteration 14Q: 3 clusters Score -1885620 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1885704.125000 Penalty: 11446.502930
	Iteration 15Q: 3 clusters Score -1885704 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1885763.500000 Penalty: 11446.502930
	Iteration 16Q: 3 clusters Score -1885764 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1885804.625000 Penalty: 11446.502930
	Iteration 17Q: 3 clusters Score -1885805 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1885837.750000 Penalty: 11446.502930
	Iteration 18Q: 3 clusters Score -1885838 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1885865.125000 Penalty: 11446.502930
	Iteration 19Q: 3 clusters Score -1885865 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1885888.750000 Penalty: 11446.502930
	Iteration 20F: 3 clusters Score -1885889 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1885899.500000 Penalty: 11446.502930
	Iteration 21Q: 3 clusters Score -1885900 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1885915.125000 Penalty: 11446.502930
	Iteration 22Q: 3 clusters Score -1885915 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1885934.500000 Penalty: 11446.502930
	Iteration 23Q: 3 clusters Score -1885934 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1885946.250000 Penalty: 11446.502930
	Iteration 24Q: 3 clusters Score -1885946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1885962.500000 Penalty: 11446.502930
	Iteration 25Q: 3 clusters Score -1885962 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1885970.000000 Penalty: 11446.502930
	Iteration 26Q: 3 clusters Score -1885970 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1885981.375000 Penalty: 11446.502930
	Iteration 27Q: 3 clusters Score -1885981 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1885989.625000 Penalty: 11446.502930
	Iteration 28Q: 3 clusters Score -1885990 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1886000.125000 Penalty: 11446.502930
	Iteration 29Q: 3 clusters Score -1886000 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1886004.375000 Penalty: 11446.502930
	Iteration 30Q: 3 clusters Score -1886004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1886016.125000 Penalty: 11446.502930
	Iteration 31Q: 3 clusters Score -1886016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1886020.750000 Penalty: 11446.502930
	Iteration 32Q: 3 clusters Score -1886021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1886025.125000 Penalty: 11446.502930
	Iteration 33Q: 3 clusters Score -1886025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1886032.125000 Penalty: 11446.502930
	Iteration 34Q: 3 clusters Score -1886032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1886032.875000 Penalty: 11446.502930
	Iteration 35Q: 3 clusters Score -1886033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1886034.625000 Penalty: 11446.502930
	Iteration 36Q: 3 clusters Score -1886035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1886035.250000 Penalty: 11446.502930
	Iteration 37Q: 3 clusters Score -1886035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1886034.500000 Penalty: 11446.502930
	Iteration 38Q: 3 clusters Score -1886034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1886038.000000 Penalty: 11446.502930
	Iteration 39Q: 3 clusters Score -1886038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1886038.250000 Penalty: 11446.502930
	Iteration 40F: 3 clusters Score -1886038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1886039.750000 Penalty: 11446.502930
	Iteration 41Q: 3 clusters Score -1886040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1886045.000000 Penalty: 11446.502930
	Iteration 42Q: 3 clusters Score -1886045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1886045.250000 Penalty: 11446.502930
	Iteration 43Q: 3 clusters Score -1886045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1886045.625000 Penalty: 11446.502930
	Iteration 44Q: 3 clusters Score -1886046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1886045.750000 Penalty: 11446.502930
	Iteration 45Q: 3 clusters Score -1886046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1886045.625000 Penalty: 11446.502930
	Iteration 46Q: 3 clusters Score -1886046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1886046.625000 Penalty: 11446.502930
	Iteration 47Q: 3 clusters Score -1886047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1886049.375000 Penalty: 11446.502930
	Iteration 48Q: 3 clusters Score -1886049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1886052.750000 Penalty: 11446.502930
	Iteration 49Q: 3 clusters Score -1886053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1886053.500000 Penalty: 11446.502930
	Iteration 50Q: 3 clusters Score -1886054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1886055.750000 Penalty: 11446.502930
	Iteration 51Q: 3 clusters Score -1886056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1886057.125000 Penalty: 11446.502930
	Iteration 52Q: 3 clusters Score -1886057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1886055.625000 Penalty: 11446.502930
	Iteration 53Q: 3 clusters Score -1886056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1886056.000000 Penalty: 11446.502930
	Iteration 54Q: 3 clusters Score -1886056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1886062.500000 Penalty: 11446.502930
	Iteration 55Q: 3 clusters Score -1886062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1886062.500000 Penalty: 11446.502930
	Iteration 56F: 3 clusters Score -1886062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (46253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46253 members 
Entering Unmasked Estep 
Score: -8037608.500000 Penalty: 6579.402344
	Iteration 0F: 2 clusters Score -8037608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23207 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -8004278.500000 Penalty: 13158.804688
	Iteration 0F: 3 clusters Score -8004278 nChanged 20356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -8015097.500000 Penalty: 13158.804688
	Iteration 1F: 3 clusters Score -8015098 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24564 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -8016015.000000 Penalty: 13158.804688
	Iteration 2F: 3 clusters Score -8016015 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -8016793.500000 Penalty: 13158.804688
	Iteration 3Q: 3 clusters Score -8016794 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -8017463.000000 Penalty: 13158.804688
	Iteration 4Q: 3 clusters Score -8017463 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27381 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -8018265.000000 Penalty: 13158.804688
	Iteration 5Q: 3 clusters Score -8018265 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28819 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -8019034.500000 Penalty: 13158.804688
	Iteration 6Q: 3 clusters Score -8019034 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30483 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -8020017.500000 Penalty: 13158.804688
	Iteration 7Q: 3 clusters Score -8020018 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32485 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -8021205.000000 Penalty: 13158.804688
	Iteration 8Q: 3 clusters Score -8021205 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34865 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -8022811.000000 Penalty: 13158.804688
	Iteration 9F: 3 clusters Score -8022811 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37435 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -8024787.500000 Penalty: 13158.804688
	Iteration 10F: 3 clusters Score -8024788 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39863 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -8026765.500000 Penalty: 13158.804688
	Iteration 11F: 3 clusters Score -8026766 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41947 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -8028511.500000 Penalty: 13158.804688
	Iteration 12Q: 3 clusters Score -8028512 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43403 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -8029810.000000 Penalty: 13158.804688
	Iteration 13Q: 3 clusters Score -8029810 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44355 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -8030664.000000 Penalty: 13158.804688
	Iteration 14Q: 3 clusters Score -8030664 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44889 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -8031163.500000 Penalty: 13158.804688
	Iteration 15Q: 3 clusters Score -8031164 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45168 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -8031474.500000 Penalty: 13158.804688
	Iteration 16Q: 3 clusters Score -8031474 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45322 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -8031628.000000 Penalty: 13158.804688
	Iteration 17Q: 3 clusters Score -8031628 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45408 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -8031751.000000 Penalty: 13158.804688
	Iteration 18Q: 3 clusters Score -8031751 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45456 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -8031845.000000 Penalty: 13158.804688
	Iteration 19Q: 3 clusters Score -8031845 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45484 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -8031909.000000 Penalty: 13158.804688
	Iteration 20F: 3 clusters Score -8031909 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45497 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -8031953.000000 Penalty: 13158.804688
	Iteration 21Q: 3 clusters Score -8031953 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45510 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -8031971.000000 Penalty: 13158.804688
	Iteration 22Q: 3 clusters Score -8031971 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45518 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -8031998.000000 Penalty: 13158.804688
	Iteration 23Q: 3 clusters Score -8031998 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45535 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -8032024.500000 Penalty: 13158.804688
	Iteration 24Q: 3 clusters Score -8032024 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45544 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -8032060.000000 Penalty: 13158.804688
	Iteration 25Q: 3 clusters Score -8032060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45546 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -8032069.000000 Penalty: 13158.804688
	Iteration 26Q: 3 clusters Score -8032069 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45552 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -8032094.000000 Penalty: 13158.804688
	Iteration 27Q: 3 clusters Score -8032094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45556 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -8032093.500000 Penalty: 13158.804688
	Iteration 28Q: 3 clusters Score -8032094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45557 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -8032090.000000 Penalty: 13158.804688
	Iteration 29Q: 3 clusters Score -8032090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45557 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -8032095.000000 Penalty: 13158.804688
	Iteration 30Q: 3 clusters Score -8032095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45559 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -8032105.500000 Penalty: 13158.804688
	Iteration 31Q: 3 clusters Score -8032106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45560 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -8032113.500000 Penalty: 13158.804688
	Iteration 32Q: 3 clusters Score -8032114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45559 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -8032112.500000 Penalty: 13158.804688
	Iteration 33Q: 3 clusters Score -8032112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45557 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -8032115.000000 Penalty: 13158.804688
	Iteration 34Q: 3 clusters Score -8032115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45558 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -8032112.500000 Penalty: 13158.804688
	Iteration 35Q: 3 clusters Score -8032112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45558 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -8032112.500000 Penalty: 13158.804688
	Iteration 36F: 3 clusters Score -8032112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208782 members 
Mstep: Class 2 contains 6941 members 
Mstep: Class 3 contains 29839 members 
Mstep: Class 4 contains 52804 members 
Mstep: Class 5 contains 36778 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3098 members 
Mstep: Class 8 contains 13555 members 
Mstep: Class 9 contains 23057 members 
Mstep: Class 10 contains 287527 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20867 members 
Mstep: Class 13 contains 24222 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87865 members 
Mstep: Class 18 contains 513798 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11431 members 
Mstep: Class 22 contains 46253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332800.000000 Penalty: 181791.359375
Iteration 199Q: 22 clusters Score -2.333328e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208776 members 
Mstep: Class 2 contains 6940 members 
Mstep: Class 3 contains 29840 members 
Mstep: Class 4 contains 52803 members 
Mstep: Class 5 contains 36777 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3099 members 
Mstep: Class 8 contains 13555 members 
Mstep: Class 9 contains 23055 members 
Mstep: Class 10 contains 287556 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20867 members 
Mstep: Class 13 contains 24220 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87864 members 
Mstep: Class 18 contains 513780 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11431 members 
Mstep: Class 22 contains 46254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332768.000000 Penalty: 181791.359375
Iteration 200F: 22 clusters Score -2.333328e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208777 members 
Mstep: Class 2 contains 6938 members 
Mstep: Class 3 contains 29840 members 
Mstep: Class 4 contains 52802 members 
Mstep: Class 5 contains 36776 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3101 members 
Mstep: Class 8 contains 13556 members 
Mstep: Class 9 contains 23056 members 
Mstep: Class 10 contains 287582 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20867 members 
Mstep: Class 13 contains 24220 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87862 members 
Mstep: Class 18 contains 513760 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11431 members 
Mstep: Class 22 contains 46249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332768.000000 Penalty: 181791.359375
Iteration 201Q: 22 clusters Score -2.333328e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208776 members 
Mstep: Class 2 contains 6938 members 
Mstep: Class 3 contains 29838 members 
Mstep: Class 4 contains 52799 members 
Mstep: Class 5 contains 36774 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3104 members 
Mstep: Class 8 contains 13557 members 
Mstep: Class 9 contains 23056 members 
Mstep: Class 10 contains 287605 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20867 members 
Mstep: Class 13 contains 24219 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87861 members 
Mstep: Class 18 contains 513745 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11431 members 
Mstep: Class 22 contains 46247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332656.000000 Penalty: 181791.359375
Iteration 202Q: 22 clusters Score -2.333327e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208767 members 
Mstep: Class 2 contains 6938 members 
Mstep: Class 3 contains 29839 members 
Mstep: Class 4 contains 52800 members 
Mstep: Class 5 contains 36774 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3104 members 
Mstep: Class 8 contains 13559 members 
Mstep: Class 9 contains 23056 members 
Mstep: Class 10 contains 287638 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20866 members 
Mstep: Class 13 contains 24217 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87861 members 
Mstep: Class 18 contains 513720 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11431 members 
Mstep: Class 22 contains 46247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332848.000000 Penalty: 181791.359375
Iteration 203Q: 22 clusters Score -2.333328e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208765 members 
Mstep: Class 2 contains 6938 members 
Mstep: Class 3 contains 29839 members 
Mstep: Class 4 contains 52797 members 
Mstep: Class 5 contains 36773 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3107 members 
Mstep: Class 8 contains 13563 members 
Mstep: Class 9 contains 23056 members 
Mstep: Class 10 contains 287665 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20866 members 
Mstep: Class 13 contains 24217 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87861 members 
Mstep: Class 18 contains 513692 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11431 members 
Mstep: Class 22 contains 46247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332864.000000 Penalty: 181791.359375
Iteration 204Q: 22 clusters Score -2.333329e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208760 members 
Mstep: Class 2 contains 6938 members 
Mstep: Class 3 contains 29841 members 
Mstep: Class 4 contains 52795 members 
Mstep: Class 5 contains 36772 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3109 members 
Mstep: Class 8 contains 13563 members 
Mstep: Class 9 contains 23056 members 
Mstep: Class 10 contains 287699 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20866 members 
Mstep: Class 13 contains 24217 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87861 members 
Mstep: Class 18 contains 513664 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11431 members 
Mstep: Class 22 contains 46245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332880.000000 Penalty: 181791.359375
Iteration 205Q: 22 clusters Score -2.333329e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208753 members 
Mstep: Class 2 contains 6938 members 
Mstep: Class 3 contains 29840 members 
Mstep: Class 4 contains 52793 members 
Mstep: Class 5 contains 36769 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3111 members 
Mstep: Class 8 contains 13566 members 
Mstep: Class 9 contains 23056 members 
Mstep: Class 10 contains 287732 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20866 members 
Mstep: Class 13 contains 24216 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87861 members 
Mstep: Class 18 contains 513639 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11431 members 
Mstep: Class 22 contains 46246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332816.000000 Penalty: 181791.359375
Iteration 206Q: 22 clusters Score -2.333328e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208746 members 
Mstep: Class 2 contains 6938 members 
Mstep: Class 3 contains 29841 members 
Mstep: Class 4 contains 52793 members 
Mstep: Class 5 contains 36768 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3112 members 
Mstep: Class 8 contains 13567 members 
Mstep: Class 9 contains 23055 members 
Mstep: Class 10 contains 287764 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20866 members 
Mstep: Class 13 contains 24216 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87858 members 
Mstep: Class 18 contains 513619 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11431 members 
Mstep: Class 22 contains 46243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332848.000000 Penalty: 181791.359375
Iteration 207Q: 22 clusters Score -2.333328e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208739 members 
Mstep: Class 2 contains 6938 members 
Mstep: Class 3 contains 29841 members 
Mstep: Class 4 contains 52791 members 
Mstep: Class 5 contains 36766 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3113 members 
Mstep: Class 8 contains 13568 members 
Mstep: Class 9 contains 23056 members 
Mstep: Class 10 contains 287804 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20866 members 
Mstep: Class 13 contains 24216 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87858 members 
Mstep: Class 18 contains 513594 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11431 members 
Mstep: Class 22 contains 46236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332864.000000 Penalty: 181791.359375
Iteration 208Q: 22 clusters Score -2.333329e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208733 members 
Mstep: Class 2 contains 6938 members 
Mstep: Class 3 contains 29839 members 
Mstep: Class 4 contains 52788 members 
Mstep: Class 5 contains 36766 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3114 members 
Mstep: Class 8 contains 13568 members 
Mstep: Class 9 contains 23056 members 
Mstep: Class 10 contains 287843 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20866 members 
Mstep: Class 13 contains 24215 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87858 members 
Mstep: Class 18 contains 513566 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11431 members 
Mstep: Class 22 contains 46236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332992.000000 Penalty: 181791.359375
Iteration 209Q: 22 clusters Score -2.33333e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208724 members 
Mstep: Class 2 contains 6938 members 
Mstep: Class 3 contains 29842 members 
Mstep: Class 4 contains 52786 members 
Mstep: Class 5 contains 36765 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3114 members 
Mstep: Class 8 contains 13568 members 
Mstep: Class 9 contains 23056 members 
Mstep: Class 10 contains 287877 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20866 members 
Mstep: Class 13 contains 24216 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87859 members 
Mstep: Class 18 contains 513540 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11431 members 
Mstep: Class 22 contains 46235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333040.000000 Penalty: 181791.359375
Iteration 210Q: 22 clusters Score -2.33333e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208722 members 
Mstep: Class 2 contains 6938 members 
Mstep: Class 3 contains 29841 members 
Mstep: Class 4 contains 52785 members 
Mstep: Class 5 contains 36765 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13568 members 
Mstep: Class 9 contains 23055 members 
Mstep: Class 10 contains 287910 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20866 members 
Mstep: Class 13 contains 24216 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87858 members 
Mstep: Class 18 contains 513513 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11431 members 
Mstep: Class 22 contains 46233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333024.000000 Penalty: 181791.359375
Iteration 211Q: 22 clusters Score -2.33333e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208726 members 
Mstep: Class 2 contains 6938 members 
Mstep: Class 3 contains 29833 members 
Mstep: Class 4 contains 52782 members 
Mstep: Class 5 contains 36764 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13568 members 
Mstep: Class 9 contains 23056 members 
Mstep: Class 10 contains 287932 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20866 members 
Mstep: Class 13 contains 24216 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87857 members 
Mstep: Class 18 contains 513500 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11431 members 
Mstep: Class 22 contains 46232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332864.000000 Penalty: 181791.359375
Iteration 212Q: 22 clusters Score -2.333329e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208721 members 
Mstep: Class 2 contains 6938 members 
Mstep: Class 3 contains 29831 members 
Mstep: Class 4 contains 52779 members 
Mstep: Class 5 contains 36764 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13569 members 
Mstep: Class 9 contains 23055 members 
Mstep: Class 10 contains 287964 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20865 members 
Mstep: Class 13 contains 24215 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87857 members 
Mstep: Class 18 contains 513481 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11431 members 
Mstep: Class 22 contains 46231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332784.000000 Penalty: 181791.359375
Iteration 213Q: 22 clusters Score -2.333328e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208717 members 
Mstep: Class 2 contains 6938 members 
Mstep: Class 3 contains 29830 members 
Mstep: Class 4 contains 52778 members 
Mstep: Class 5 contains 36761 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13570 members 
Mstep: Class 9 contains 23055 members 
Mstep: Class 10 contains 287989 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20865 members 
Mstep: Class 13 contains 24214 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87856 members 
Mstep: Class 18 contains 513467 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11431 members 
Mstep: Class 22 contains 46230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332816.000000 Penalty: 181791.359375
Iteration 214Q: 22 clusters Score -2.333328e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208712 members 
Mstep: Class 2 contains 6938 members 
Mstep: Class 3 contains 29827 members 
Mstep: Class 4 contains 52777 members 
Mstep: Class 5 contains 36758 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13573 members 
Mstep: Class 9 contains 23054 members 
Mstep: Class 10 contains 288017 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20865 members 
Mstep: Class 13 contains 24216 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87857 members 
Mstep: Class 18 contains 513447 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11431 members 
Mstep: Class 22 contains 46229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332848.000000 Penalty: 181791.359375
Iteration 215Q: 22 clusters Score -2.333328e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208707 members 
Mstep: Class 2 contains 6938 members 
Mstep: Class 3 contains 29828 members 
Mstep: Class 4 contains 52776 members 
Mstep: Class 5 contains 36757 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13571 members 
Mstep: Class 9 contains 23055 members 
Mstep: Class 10 contains 288042 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20864 members 
Mstep: Class 13 contains 24215 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87859 members 
Mstep: Class 18 contains 513430 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11431 members 
Mstep: Class 22 contains 46228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332880.000000 Penalty: 181791.359375
Iteration 216Q: 22 clusters Score -2.333329e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208702 members 
Mstep: Class 2 contains 6938 members 
Mstep: Class 3 contains 29830 members 
Mstep: Class 4 contains 52775 members 
Mstep: Class 5 contains 36756 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13570 members 
Mstep: Class 9 contains 23055 members 
Mstep: Class 10 contains 288066 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20863 members 
Mstep: Class 13 contains 24214 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87859 members 
Mstep: Class 18 contains 513416 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11431 members 
Mstep: Class 22 contains 46226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332960.000000 Penalty: 181791.359375
Iteration 217Q: 22 clusters Score -2.33333e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208704 members 
Mstep: Class 2 contains 6938 members 
Mstep: Class 3 contains 29829 members 
Mstep: Class 4 contains 52774 members 
Mstep: Class 5 contains 36756 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13571 members 
Mstep: Class 9 contains 23056 members 
Mstep: Class 10 contains 288084 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20862 members 
Mstep: Class 13 contains 24213 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87859 members 
Mstep: Class 18 contains 513398 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11431 members 
Mstep: Class 22 contains 46226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332960.000000 Penalty: 181791.359375
Iteration 218Q: 22 clusters Score -2.33333e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208707 members 
Mstep: Class 2 contains 6938 members 
Mstep: Class 3 contains 29830 members 
Mstep: Class 4 contains 52773 members 
Mstep: Class 5 contains 36754 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13570 members 
Mstep: Class 9 contains 23056 members 
Mstep: Class 10 contains 288101 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20861 members 
Mstep: Class 13 contains 24213 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87859 members 
Mstep: Class 18 contains 513381 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11431 members 
Mstep: Class 22 contains 46227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332928.000000 Penalty: 181791.359375
Iteration 219Q: 22 clusters Score -2.333329e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208708 members 
Mstep: Class 2 contains 6938 members 
Mstep: Class 3 contains 29831 members 
Mstep: Class 4 contains 52772 members 
Mstep: Class 5 contains 36751 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13570 members 
Mstep: Class 9 contains 23055 members 
Mstep: Class 10 contains 288122 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20859 members 
Mstep: Class 13 contains 24213 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87859 members 
Mstep: Class 18 contains 513365 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11431 members 
Mstep: Class 22 contains 46227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333056.000000 Penalty: 181791.359375
Iteration 220F: 22 clusters Score -2.333331e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208709 members 
Mstep: Class 2 contains 6938 members 
Mstep: Class 3 contains 29831 members 
Mstep: Class 4 contains 52773 members 
Mstep: Class 5 contains 36750 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13570 members 
Mstep: Class 9 contains 23053 members 
Mstep: Class 10 contains 288133 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20858 members 
Mstep: Class 13 contains 24213 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87858 members 
Mstep: Class 18 contains 513357 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11431 members 
Mstep: Class 22 contains 46227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333120.000000 Penalty: 181791.359375
Iteration 221Q: 22 clusters Score -2.333331e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208708 members 
Mstep: Class 2 contains 6937 members 
Mstep: Class 3 contains 29832 members 
Mstep: Class 4 contains 52772 members 
Mstep: Class 5 contains 36751 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13570 members 
Mstep: Class 9 contains 23054 members 
Mstep: Class 10 contains 288149 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20858 members 
Mstep: Class 13 contains 24214 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87857 members 
Mstep: Class 18 contains 513341 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11431 members 
Mstep: Class 22 contains 46227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333184.000000 Penalty: 181791.359375
Iteration 222Q: 22 clusters Score -2.333332e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208703 members 
Mstep: Class 2 contains 6937 members 
Mstep: Class 3 contains 29833 members 
Mstep: Class 4 contains 52773 members 
Mstep: Class 5 contains 36751 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13571 members 
Mstep: Class 9 contains 23053 members 
Mstep: Class 10 contains 288165 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20858 members 
Mstep: Class 13 contains 24214 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87856 members 
Mstep: Class 18 contains 513329 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11431 members 
Mstep: Class 22 contains 46227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333088.000000 Penalty: 181791.359375
Iteration 223Q: 22 clusters Score -2.333331e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208705 members 
Mstep: Class 2 contains 6937 members 
Mstep: Class 3 contains 29833 members 
Mstep: Class 4 contains 52773 members 
Mstep: Class 5 contains 36750 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13571 members 
Mstep: Class 9 contains 23054 members 
Mstep: Class 10 contains 288179 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20858 members 
Mstep: Class 13 contains 24214 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87855 members 
Mstep: Class 18 contains 513315 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11431 members 
Mstep: Class 22 contains 46226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333152.000000 Penalty: 181791.359375
Iteration 224Q: 22 clusters Score -2.333332e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208703 members 
Mstep: Class 2 contains 6937 members 
Mstep: Class 3 contains 29833 members 
Mstep: Class 4 contains 52773 members 
Mstep: Class 5 contains 36751 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13571 members 
Mstep: Class 9 contains 23053 members 
Mstep: Class 10 contains 288187 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20858 members 
Mstep: Class 13 contains 24214 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87855 members 
Mstep: Class 18 contains 513308 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11431 members 
Mstep: Class 22 contains 46227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333120.000000 Penalty: 181791.359375
Iteration 225Q: 22 clusters Score -2.333331e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208703 members 
Mstep: Class 2 contains 6937 members 
Mstep: Class 3 contains 29833 members 
Mstep: Class 4 contains 52773 members 
Mstep: Class 5 contains 36750 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13570 members 
Mstep: Class 9 contains 23052 members 
Mstep: Class 10 contains 288193 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20858 members 
Mstep: Class 13 contains 24215 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87857 members 
Mstep: Class 18 contains 513302 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11431 members 
Mstep: Class 22 contains 46227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333280.000000 Penalty: 181791.359375
Iteration 226Q: 22 clusters Score -2.333333e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208700 members 
Mstep: Class 2 contains 6937 members 
Mstep: Class 3 contains 29833 members 
Mstep: Class 4 contains 52772 members 
Mstep: Class 5 contains 36750 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13571 members 
Mstep: Class 9 contains 23049 members 
Mstep: Class 10 contains 288211 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20858 members 
Mstep: Class 13 contains 24215 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87856 members 
Mstep: Class 18 contains 513290 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11431 members 
Mstep: Class 22 contains 46228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333248.000000 Penalty: 181791.359375
Iteration 227Q: 22 clusters Score -2.333332e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208700 members 
Mstep: Class 2 contains 6937 members 
Mstep: Class 3 contains 29833 members 
Mstep: Class 4 contains 52770 members 
Mstep: Class 5 contains 36750 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13571 members 
Mstep: Class 9 contains 23050 members 
Mstep: Class 10 contains 288232 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20858 members 
Mstep: Class 13 contains 24215 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87854 members 
Mstep: Class 18 contains 513273 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11431 members 
Mstep: Class 22 contains 46227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333248.000000 Penalty: 181791.359375
Iteration 228Q: 22 clusters Score -2.333332e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208701 members 
Mstep: Class 2 contains 6937 members 
Mstep: Class 3 contains 29834 members 
Mstep: Class 4 contains 52771 members 
Mstep: Class 5 contains 36750 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13570 members 
Mstep: Class 9 contains 23049 members 
Mstep: Class 10 contains 288248 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20858 members 
Mstep: Class 13 contains 24216 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87855 members 
Mstep: Class 18 contains 513255 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11430 members 
Mstep: Class 22 contains 46227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333120.000000 Penalty: 181791.359375
Iteration 229Q: 22 clusters Score -2.333331e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208699 members 
Mstep: Class 2 contains 6937 members 
Mstep: Class 3 contains 29833 members 
Mstep: Class 4 contains 52773 members 
Mstep: Class 5 contains 36750 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13570 members 
Mstep: Class 9 contains 23048 members 
Mstep: Class 10 contains 288260 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20858 members 
Mstep: Class 13 contains 24216 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87853 members 
Mstep: Class 18 contains 513247 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11430 members 
Mstep: Class 22 contains 46227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333088.000000 Penalty: 181791.359375
Iteration 230Q: 22 clusters Score -2.333331e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208697 members 
Mstep: Class 2 contains 6937 members 
Mstep: Class 3 contains 29833 members 
Mstep: Class 4 contains 52772 members 
Mstep: Class 5 contains 36750 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13570 members 
Mstep: Class 9 contains 23048 members 
Mstep: Class 10 contains 288268 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20858 members 
Mstep: Class 13 contains 24216 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87855 members 
Mstep: Class 18 contains 513240 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11429 members 
Mstep: Class 22 contains 46228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333168.000000 Penalty: 181791.359375
Iteration 231Q: 22 clusters Score -2.333332e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208691 members 
Mstep: Class 2 contains 6937 members 
Mstep: Class 3 contains 29833 members 
Mstep: Class 4 contains 52771 members 
Mstep: Class 5 contains 36750 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13570 members 
Mstep: Class 9 contains 23046 members 
Mstep: Class 10 contains 288287 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20858 members 
Mstep: Class 13 contains 24216 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87853 members 
Mstep: Class 18 contains 513230 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11430 members 
Mstep: Class 22 contains 46229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333264.000000 Penalty: 181791.359375
Iteration 232Q: 22 clusters Score -2.333333e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208688 members 
Mstep: Class 2 contains 6937 members 
Mstep: Class 3 contains 29832 members 
Mstep: Class 4 contains 52770 members 
Mstep: Class 5 contains 36750 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13570 members 
Mstep: Class 9 contains 23047 members 
Mstep: Class 10 contains 288305 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20858 members 
Mstep: Class 13 contains 24215 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87853 members 
Mstep: Class 18 contains 513218 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11430 members 
Mstep: Class 22 contains 46228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333296.000000 Penalty: 181791.359375
Iteration 233Q: 22 clusters Score -2.333333e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208683 members 
Mstep: Class 2 contains 6937 members 
Mstep: Class 3 contains 29832 members 
Mstep: Class 4 contains 52770 members 
Mstep: Class 5 contains 36750 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13570 members 
Mstep: Class 9 contains 23050 members 
Mstep: Class 10 contains 288316 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20858 members 
Mstep: Class 13 contains 24214 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87852 members 
Mstep: Class 18 contains 513212 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11430 members 
Mstep: Class 22 contains 46227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333344.000000 Penalty: 181791.359375
Iteration 234Q: 22 clusters Score -2.333333e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208685 members 
Mstep: Class 2 contains 6937 members 
Mstep: Class 3 contains 29832 members 
Mstep: Class 4 contains 52770 members 
Mstep: Class 5 contains 36750 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13570 members 
Mstep: Class 9 contains 23052 members 
Mstep: Class 10 contains 288324 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20858 members 
Mstep: Class 13 contains 24214 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87851 members 
Mstep: Class 18 contains 513202 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11430 members 
Mstep: Class 22 contains 46226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333328.000000 Penalty: 181791.359375
Iteration 235Q: 22 clusters Score -2.333333e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208689 members 
Mstep: Class 2 contains 6937 members 
Mstep: Class 3 contains 29829 members 
Mstep: Class 4 contains 52770 members 
Mstep: Class 5 contains 36750 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13570 members 
Mstep: Class 9 contains 23055 members 
Mstep: Class 10 contains 288328 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20858 members 
Mstep: Class 13 contains 24214 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87851 members 
Mstep: Class 18 contains 513196 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11430 members 
Mstep: Class 22 contains 46224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333232.000000 Penalty: 181791.359375
Iteration 236Q: 22 clusters Score -2.333332e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208696 members 
Mstep: Class 2 contains 6937 members 
Mstep: Class 3 contains 29825 members 
Mstep: Class 4 contains 52769 members 
Mstep: Class 5 contains 36750 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13570 members 
Mstep: Class 9 contains 23057 members 
Mstep: Class 10 contains 288338 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20858 members 
Mstep: Class 13 contains 24215 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87851 members 
Mstep: Class 18 contains 513182 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11430 members 
Mstep: Class 22 contains 46223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333200.000000 Penalty: 181791.359375
Iteration 237Q: 22 clusters Score -2.333332e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208695 members 
Mstep: Class 2 contains 6937 members 
Mstep: Class 3 contains 29826 members 
Mstep: Class 4 contains 52768 members 
Mstep: Class 5 contains 36750 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13570 members 
Mstep: Class 9 contains 23057 members 
Mstep: Class 10 contains 288346 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20857 members 
Mstep: Class 13 contains 24216 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87851 members 
Mstep: Class 18 contains 513176 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11430 members 
Mstep: Class 22 contains 46222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333216.000000 Penalty: 181791.359375
Iteration 238Q: 22 clusters Score -2.333332e+08 nChanged 20
Entering ConstructFrom: 
Score: -233333216.000000 Penalty: 181791.359375
Entering ConstructFrom: 
Trying to split cluster 1 (208695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208695 members 
Entering Unmasked Estep 
Score: -35957856.000000 Penalty: 7502.285645
	Iteration 0F: 2 clusters Score -3.595786e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104257 members 
Mstep: Class 2 contains 104438 members 
Entering Unmasked Estep 
Score: -35818428.000000 Penalty: 15004.571289
	Iteration 0F: 3 clusters Score -3.581843e+07 nChanged 98216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103579 members 
Mstep: Class 2 contains 105116 members 
Entering Unmasked Estep 
Score: -35873944.000000 Penalty: 15004.571289
	Iteration 1F: 3 clusters Score -3.587394e+07 nChanged 6462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103097 members 
Mstep: Class 2 contains 105598 members 
Entering Unmasked Estep 
Score: -35875212.000000 Penalty: 15004.571289
	Iteration 2Q: 3 clusters Score -3.587521e+07 nChanged 6156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102439 members 
Mstep: Class 2 contains 106256 members 
Entering Unmasked Estep 
Score: -35876596.000000 Penalty: 15004.571289
	Iteration 3Q: 3 clusters Score -3.58766e+07 nChanged 6175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101548 members 
Mstep: Class 2 contains 107147 members 
Entering Unmasked Estep 
Score: -35878020.000000 Penalty: 15004.571289
	Iteration 4Q: 3 clusters Score -3.587802e+07 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100214 members 
Mstep: Class 2 contains 108481 members 
Entering Unmasked Estep 
Score: -35879352.000000 Penalty: 15004.571289
	Iteration 5Q: 3 clusters Score -3.587935e+07 nChanged 6816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98308 members 
Mstep: Class 2 contains 110387 members 
Entering Unmasked Estep 
Score: -35881412.000000 Penalty: 15004.571289
	Iteration 6Q: 3 clusters Score -3.588141e+07 nChanged 7693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95603 members 
Mstep: Class 2 contains 113092 members 
Entering Unmasked Estep 
Score: -35884264.000000 Penalty: 15004.571289
	Iteration 7Q: 3 clusters Score -3.588426e+07 nChanged 9122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91589 members 
Mstep: Class 2 contains 117106 members 
Entering Unmasked Estep 
Score: -35888852.000000 Penalty: 15004.571289
	Iteration 8Q: 3 clusters Score -3.588885e+07 nChanged 10866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85927 members 
Mstep: Class 2 contains 122768 members 
Entering Unmasked Estep 
Score: -35894732.000000 Penalty: 15004.571289
	Iteration 9F: 3 clusters Score -3.589473e+07 nChanged 12826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78421 members 
Mstep: Class 2 contains 130274 members 
Entering Unmasked Estep 
Score: -35903376.000000 Penalty: 15004.571289
	Iteration 10F: 3 clusters Score -3.590338e+07 nChanged 13773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69944 members 
Mstep: Class 2 contains 138751 members 
Entering Unmasked Estep 
Score: -35913936.000000 Penalty: 15004.571289
	Iteration 11F: 3 clusters Score -3.591394e+07 nChanged 13136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61876 members 
Mstep: Class 2 contains 146819 members 
Entering Unmasked Estep 
Score: -35924372.000000 Penalty: 15004.571289
	Iteration 12F: 3 clusters Score -3.592437e+07 nChanged 11254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55214 members 
Mstep: Class 2 contains 153481 members 
Entering Unmasked Estep 
Score: -35933076.000000 Penalty: 15004.571289
	Iteration 13F: 3 clusters Score -3.593308e+07 nChanged 8705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50153 members 
Mstep: Class 2 contains 158542 members 
Entering Unmasked Estep 
Score: -35938828.000000 Penalty: 15004.571289
	Iteration 14Q: 3 clusters Score -3.593883e+07 nChanged 6036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46213 members 
Mstep: Class 2 contains 162482 members 
Entering Unmasked Estep 
Score: -35941928.000000 Penalty: 15004.571289
	Iteration 15Q: 3 clusters Score -3.594193e+07 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42771 members 
Mstep: Class 2 contains 165924 members 
Entering Unmasked Estep 
Score: -35944032.000000 Penalty: 15004.571289
	Iteration 16Q: 3 clusters Score -3.594403e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39534 members 
Mstep: Class 2 contains 169161 members 
Entering Unmasked Estep 
Score: -35946056.000000 Penalty: 15004.571289
	Iteration 17Q: 3 clusters Score -3.594606e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36569 members 
Mstep: Class 2 contains 172126 members 
Entering Unmasked Estep 
Score: -35948000.000000 Penalty: 15004.571289
	Iteration 18Q: 3 clusters Score -3.5948e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33800 members 
Mstep: Class 2 contains 174895 members 
Entering Unmasked Estep 
Score: -35949980.000000 Penalty: 15004.571289
	Iteration 19Q: 3 clusters Score -3.594998e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31414 members 
Mstep: Class 2 contains 177281 members 
Entering Unmasked Estep 
Score: -35951808.000000 Penalty: 15004.571289
	Iteration 20F: 3 clusters Score -3.595181e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29400 members 
Mstep: Class 2 contains 179295 members 
Entering Unmasked Estep 
Score: -35953368.000000 Penalty: 15004.571289
	Iteration 21Q: 3 clusters Score -3.595337e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27817 members 
Mstep: Class 2 contains 180878 members 
Entering Unmasked Estep 
Score: -35954224.000000 Penalty: 15004.571289
	Iteration 22Q: 3 clusters Score -3.595422e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 182234 members 
Entering Unmasked Estep 
Score: -35954816.000000 Penalty: 15004.571289
	Iteration 23Q: 3 clusters Score -3.595482e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 183341 members 
Entering Unmasked Estep 
Score: -35955232.000000 Penalty: 15004.571289
	Iteration 24Q: 3 clusters Score -3.595523e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24406 members 
Mstep: Class 2 contains 184289 members 
Entering Unmasked Estep 
Score: -35955556.000000 Penalty: 15004.571289
	Iteration 25Q: 3 clusters Score -3.595556e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 185035 members 
Entering Unmasked Estep 
Score: -35955784.000000 Penalty: 15004.571289
	Iteration 26Q: 3 clusters Score -3.595578e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 185618 members 
Entering Unmasked Estep 
Score: -35955840.000000 Penalty: 15004.571289
	Iteration 27Q: 3 clusters Score -3.595584e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 186137 members 
Entering Unmasked Estep 
Score: -35956004.000000 Penalty: 15004.571289
	Iteration 28Q: 3 clusters Score -3.5956e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 186567 members 
Entering Unmasked Estep 
Score: -35955908.000000 Penalty: 15004.571289
	Iteration 29Q: 3 clusters Score -3.595591e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21775 members 
Mstep: Class 2 contains 186920 members 
Entering Unmasked Estep 
Score: -35955960.000000 Penalty: 15004.571289
	Iteration 30Q: 3 clusters Score -3.595596e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 187177 members 
Entering Unmasked Estep 
Score: -35955952.000000 Penalty: 15004.571289
	Iteration 31Q: 3 clusters Score -3.595595e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 187439 members 
Entering Unmasked Estep 
Score: -35955896.000000 Penalty: 15004.571289
	Iteration 32Q: 3 clusters Score -3.59559e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 187662 members 
Entering Unmasked Estep 
Score: -35955960.000000 Penalty: 15004.571289
	Iteration 33Q: 3 clusters Score -3.595596e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 187890 members 
Entering Unmasked Estep 
Score: -35956096.000000 Penalty: 15004.571289
	Iteration 34Q: 3 clusters Score -3.59561e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 188080 members 
Entering Unmasked Estep 
Score: -35956012.000000 Penalty: 15004.571289
	Iteration 35Q: 3 clusters Score -3.595601e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 188233 members 
Entering Unmasked Estep 
Score: -35956056.000000 Penalty: 15004.571289
	Iteration 36Q: 3 clusters Score -3.595606e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 188377 members 
Entering Unmasked Estep 
Score: -35956112.000000 Penalty: 15004.571289
	Iteration 37Q: 3 clusters Score -3.595611e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 188511 members 
Entering Unmasked Estep 
Score: -35956044.000000 Penalty: 15004.571289
	Iteration 38Q: 3 clusters Score -3.595604e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 188624 members 
Entering Unmasked Estep 
Score: -35956024.000000 Penalty: 15004.571289
	Iteration 39Q: 3 clusters Score -3.595602e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 188721 members 
Entering Unmasked Estep 
Score: -35956048.000000 Penalty: 15004.571289
	Iteration 40F: 3 clusters Score -3.595605e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 188821 members 
Entering Unmasked Estep 
Score: -35956052.000000 Penalty: 15004.571289
	Iteration 41Q: 3 clusters Score -3.595605e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 188914 members 
Entering Unmasked Estep 
Score: -35956016.000000 Penalty: 15004.571289
	Iteration 42Q: 3 clusters Score -3.595602e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 189002 members 
Entering Unmasked Estep 
Score: -35956044.000000 Penalty: 15004.571289
	Iteration 43Q: 3 clusters Score -3.595604e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 189079 members 
Entering Unmasked Estep 
Score: -35956024.000000 Penalty: 15004.571289
	Iteration 44Q: 3 clusters Score -3.595602e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 189149 members 
Entering Unmasked Estep 
Score: -35955988.000000 Penalty: 15004.571289
	Iteration 45Q: 3 clusters Score -3.595599e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 189209 members 
Entering Unmasked Estep 
Score: -35956048.000000 Penalty: 15004.571289
	Iteration 46Q: 3 clusters Score -3.595605e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 189279 members 
Entering Unmasked Estep 
Score: -35956008.000000 Penalty: 15004.571289
	Iteration 47Q: 3 clusters Score -3.595601e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 189340 members 
Entering Unmasked Estep 
Score: -35956016.000000 Penalty: 15004.571289
	Iteration 48Q: 3 clusters Score -3.595602e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 189402 members 
Entering Unmasked Estep 
Score: -35956060.000000 Penalty: 15004.571289
	Iteration 49Q: 3 clusters Score -3.595606e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 189448 members 
Entering Unmasked Estep 
Score: -35956016.000000 Penalty: 15004.571289
	Iteration 50Q: 3 clusters Score -3.595602e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 189491 members 
Entering Unmasked Estep 
Score: -35956044.000000 Penalty: 15004.571289
	Iteration 51Q: 3 clusters Score -3.595604e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 189526 members 
Entering Unmasked Estep 
Score: -35956028.000000 Penalty: 15004.571289
	Iteration 52Q: 3 clusters Score -3.595603e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 189566 members 
Entering Unmasked Estep 
Score: -35956020.000000 Penalty: 15004.571289
	Iteration 53Q: 3 clusters Score -3.595602e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 189599 members 
Entering Unmasked Estep 
Score: -35956040.000000 Penalty: 15004.571289
	Iteration 54Q: 3 clusters Score -3.595604e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 189634 members 
Entering Unmasked Estep 
Score: -35956008.000000 Penalty: 15004.571289
	Iteration 55Q: 3 clusters Score -3.595601e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 189659 members 
Entering Unmasked Estep 
Score: -35955992.000000 Penalty: 15004.571289
	Iteration 56Q: 3 clusters Score -3.595599e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 189683 members 
Entering Unmasked Estep 
Score: -35955996.000000 Penalty: 15004.571289
	Iteration 57Q: 3 clusters Score -3.5956e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 189703 members 
Entering Unmasked Estep 
Score: -35956008.000000 Penalty: 15004.571289
	Iteration 58Q: 3 clusters Score -3.595601e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 189718 members 
Entering Unmasked Estep 
Score: -35955988.000000 Penalty: 15004.571289
	Iteration 59Q: 3 clusters Score -3.595599e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 189739 members 
Entering Unmasked Estep 
Score: -35956028.000000 Penalty: 15004.571289
	Iteration 60F: 3 clusters Score -3.595603e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 189761 members 
Entering Unmasked Estep 
Score: -35956004.000000 Penalty: 15004.571289
	Iteration 61Q: 3 clusters Score -3.5956e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 189783 members 
Entering Unmasked Estep 
Score: -35955984.000000 Penalty: 15004.571289
	Iteration 62Q: 3 clusters Score -3.595598e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 189808 members 
Entering Unmasked Estep 
Score: -35955976.000000 Penalty: 15004.571289
	Iteration 63Q: 3 clusters Score -3.595598e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 189828 members 
Entering Unmasked Estep 
Score: -35956016.000000 Penalty: 15004.571289
	Iteration 64Q: 3 clusters Score -3.595602e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 189843 members 
Entering Unmasked Estep 
Score: -35956024.000000 Penalty: 15004.571289
	Iteration 65Q: 3 clusters Score -3.595602e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 189855 members 
Entering Unmasked Estep 
Score: -35956040.000000 Penalty: 15004.571289
	Iteration 66Q: 3 clusters Score -3.595604e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 189866 members 
Entering Unmasked Estep 
Score: -35956020.000000 Penalty: 15004.571289
	Iteration 67Q: 3 clusters Score -3.595602e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 189883 members 
Entering Unmasked Estep 
Score: -35956020.000000 Penalty: 15004.571289
	Iteration 68Q: 3 clusters Score -3.595602e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 189893 members 
Entering Unmasked Estep 
Score: -35956008.000000 Penalty: 15004.571289
	Iteration 69Q: 3 clusters Score -3.595601e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 189898 members 
Entering Unmasked Estep 
Score: -35955976.000000 Penalty: 15004.571289
	Iteration 70Q: 3 clusters Score -3.595598e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 189901 members 
Entering Unmasked Estep 
Score: -35955992.000000 Penalty: 15004.571289
	Iteration 71Q: 3 clusters Score -3.595599e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 189901 members 
Entering Unmasked Estep 
Score: -35955992.000000 Penalty: 15004.571289
	Iteration 72F: 3 clusters Score -3.595599e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Entering Unmasked Estep 
Score: -1129439.750000 Penalty: 5417.332520
	Iteration 0F: 2 clusters Score -1129440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1121232.000000 Penalty: 10834.665039
	Iteration 0F: 3 clusters Score -1121232 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1122802.000000 Penalty: 10834.665039
	Iteration 1F: 3 clusters Score -1122802 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1123193.625000 Penalty: 10834.665039
	Iteration 2F: 3 clusters Score -1123194 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1123446.625000 Penalty: 10834.665039
	Iteration 3Q: 3 clusters Score -1123447 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1123653.750000 Penalty: 10834.665039
	Iteration 4Q: 3 clusters Score -1123654 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1123855.000000 Penalty: 10834.665039
	Iteration 5Q: 3 clusters Score -1123855 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1124046.000000 Penalty: 10834.665039
	Iteration 6Q: 3 clusters Score -1124046 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1124253.750000 Penalty: 10834.665039
	Iteration 7Q: 3 clusters Score -1124254 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1124477.250000 Penalty: 10834.665039
	Iteration 8Q: 3 clusters Score -1124477 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1124713.375000 Penalty: 10834.665039
	Iteration 9Q: 3 clusters Score -1124713 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1125028.250000 Penalty: 10834.665039
	Iteration 10Q: 3 clusters Score -1125028 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1125391.625000 Penalty: 10834.665039
	Iteration 11Q: 3 clusters Score -1125392 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1125741.625000 Penalty: 10834.665039
	Iteration 12Q: 3 clusters Score -1125742 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1126086.750000 Penalty: 10834.665039
	Iteration 13Q: 3 clusters Score -1126087 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1126364.625000 Penalty: 10834.665039
	Iteration 14Q: 3 clusters Score -1126365 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1126547.125000 Penalty: 10834.665039
	Iteration 15Q: 3 clusters Score -1126547 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1126662.875000 Penalty: 10834.665039
	Iteration 16Q: 3 clusters Score -1126663 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1126727.375000 Penalty: 10834.665039
	Iteration 17Q: 3 clusters Score -1126727 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1126776.750000 Penalty: 10834.665039
	Iteration 18Q: 3 clusters Score -1126777 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1126804.250000 Penalty: 10834.665039
	Iteration 19Q: 3 clusters Score -1126804 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1126817.875000 Penalty: 10834.665039
	Iteration 20F: 3 clusters Score -1126818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1126830.750000 Penalty: 10834.665039
	Iteration 21Q: 3 clusters Score -1126831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1126832.375000 Penalty: 10834.665039
	Iteration 22Q: 3 clusters Score -1126832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1126834.875000 Penalty: 10834.665039
	Iteration 23Q: 3 clusters Score -1126835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1126842.750000 Penalty: 10834.665039
	Iteration 24Q: 3 clusters Score -1126843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1126844.750000 Penalty: 10834.665039
	Iteration 25Q: 3 clusters Score -1126845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1126847.000000 Penalty: 10834.665039
	Iteration 26Q: 3 clusters Score -1126847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1126847.375000 Penalty: 10834.665039
	Iteration 27Q: 3 clusters Score -1126847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1126848.250000 Penalty: 10834.665039
	Iteration 28Q: 3 clusters Score -1126848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1126848.250000 Penalty: 10834.665039
	Iteration 29F: 3 clusters Score -1126848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (29826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29826 members 
Entering Unmasked Estep 
Score: -4884237.500000 Penalty: 6310.670898
	Iteration 0F: 2 clusters Score -4884238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -4861486.000000 Penalty: 12621.341797
	Iteration 0F: 3 clusters Score -4861486 nChanged 12633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -4868196.500000 Penalty: 12621.341797
	Iteration 1F: 3 clusters Score -4868196 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -4869008.500000 Penalty: 12621.341797
	Iteration 2F: 3 clusters Score -4869008 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -4869649.500000 Penalty: 12621.341797
	Iteration 3Q: 3 clusters Score -4869650 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -4870202.500000 Penalty: 12621.341797
	Iteration 4Q: 3 clusters Score -4870202 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -4870693.000000 Penalty: 12621.341797
	Iteration 5Q: 3 clusters Score -4870693 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -4871123.500000 Penalty: 12621.341797
	Iteration 6Q: 3 clusters Score -4871124 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -4871486.500000 Penalty: 12621.341797
	Iteration 7Q: 3 clusters Score -4871486 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -4871868.500000 Penalty: 12621.341797
	Iteration 8Q: 3 clusters Score -4871868 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -4872298.000000 Penalty: 12621.341797
	Iteration 9Q: 3 clusters Score -4872298 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -4872769.500000 Penalty: 12621.341797
	Iteration 10Q: 3 clusters Score -4872770 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -4873151.000000 Penalty: 12621.341797
	Iteration 11Q: 3 clusters Score -4873151 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -4873568.000000 Penalty: 12621.341797
	Iteration 12Q: 3 clusters Score -4873568 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -4874006.000000 Penalty: 12621.341797
	Iteration 13Q: 3 clusters Score -4874006 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -4874405.500000 Penalty: 12621.341797
	Iteration 14Q: 3 clusters Score -4874406 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -4874787.000000 Penalty: 12621.341797
	Iteration 15Q: 3 clusters Score -4874787 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -4875129.500000 Penalty: 12621.341797
	Iteration 16Q: 3 clusters Score -4875130 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -4875488.000000 Penalty: 12621.341797
	Iteration 17Q: 3 clusters Score -4875488 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -4875825.000000 Penalty: 12621.341797
	Iteration 18Q: 3 clusters Score -4875825 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -4876183.500000 Penalty: 12621.341797
	Iteration 19Q: 3 clusters Score -4876184 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -4876526.500000 Penalty: 12621.341797
	Iteration 20F: 3 clusters Score -4876526 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -4876856.000000 Penalty: 12621.341797
	Iteration 21Q: 3 clusters Score -4876856 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -4877182.500000 Penalty: 12621.341797
	Iteration 22Q: 3 clusters Score -4877182 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -4877502.500000 Penalty: 12621.341797
	Iteration 23Q: 3 clusters Score -4877502 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24459 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -4877807.500000 Penalty: 12621.341797
	Iteration 24Q: 3 clusters Score -4877808 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -4878110.000000 Penalty: 12621.341797
	Iteration 25Q: 3 clusters Score -4878110 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -4878381.000000 Penalty: 12621.341797
	Iteration 26Q: 3 clusters Score -4878381 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26015 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -4878661.000000 Penalty: 12621.341797
	Iteration 27Q: 3 clusters Score -4878661 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -4878905.000000 Penalty: 12621.341797
	Iteration 28Q: 3 clusters Score -4878905 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -4879073.000000 Penalty: 12621.341797
	Iteration 29Q: 3 clusters Score -4879073 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27049 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -4879209.500000 Penalty: 12621.341797
	Iteration 30Q: 3 clusters Score -4879210 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -4879327.000000 Penalty: 12621.341797
	Iteration 31Q: 3 clusters Score -4879327 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27464 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -4879453.000000 Penalty: 12621.341797
	Iteration 32Q: 3 clusters Score -4879453 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27652 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -4879568.000000 Penalty: 12621.341797
	Iteration 33Q: 3 clusters Score -4879568 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27789 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -4879656.500000 Penalty: 12621.341797
	Iteration 34Q: 3 clusters Score -4879656 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27904 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -4879733.500000 Penalty: 12621.341797
	Iteration 35Q: 3 clusters Score -4879734 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -4879772.000000 Penalty: 12621.341797
	Iteration 36Q: 3 clusters Score -4879772 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -4879811.500000 Penalty: 12621.341797
	Iteration 37Q: 3 clusters Score -4879812 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28104 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -4879846.500000 Penalty: 12621.341797
	Iteration 38Q: 3 clusters Score -4879846 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28154 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -4879884.000000 Penalty: 12621.341797
	Iteration 39Q: 3 clusters Score -4879884 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28197 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -4879901.500000 Penalty: 12621.341797
	Iteration 40F: 3 clusters Score -4879902 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28238 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -4879925.000000 Penalty: 12621.341797
	Iteration 41Q: 3 clusters Score -4879925 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28267 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -4879949.000000 Penalty: 12621.341797
	Iteration 42Q: 3 clusters Score -4879949 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28296 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -4879976.500000 Penalty: 12621.341797
	Iteration 43Q: 3 clusters Score -4879976 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28320 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -4879981.000000 Penalty: 12621.341797
	Iteration 44Q: 3 clusters Score -4879981 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28342 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -4879996.500000 Penalty: 12621.341797
	Iteration 45Q: 3 clusters Score -4879996 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28367 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -4880020.500000 Penalty: 12621.341797
	Iteration 46Q: 3 clusters Score -4880020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28379 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -4880022.500000 Penalty: 12621.341797
	Iteration 47Q: 3 clusters Score -4880022 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28394 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -4880031.000000 Penalty: 12621.341797
	Iteration 48Q: 3 clusters Score -4880031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -4880042.000000 Penalty: 12621.341797
	Iteration 49Q: 3 clusters Score -4880042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28406 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -4880043.500000 Penalty: 12621.341797
	Iteration 50Q: 3 clusters Score -4880044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28408 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -4880041.500000 Penalty: 12621.341797
	Iteration 51Q: 3 clusters Score -4880042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28408 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -4880041.500000 Penalty: 12621.341797
	Iteration 52F: 3 clusters Score -4880042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (52768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52768 members 
Entering Unmasked Estep 
Score: -9097478.000000 Penalty: 6660.116699
	Iteration 0F: 2 clusters Score -9097478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26319 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
Score: -9060009.000000 Penalty: 13320.233398
	Iteration 0F: 3 clusters Score -9060009 nChanged 23287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26270 members 
Mstep: Class 2 contains 26498 members 
Entering Unmasked Estep 
Score: -9072457.000000 Penalty: 13320.233398
	Iteration 1F: 3 clusters Score -9072457 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26167 members 
Mstep: Class 2 contains 26601 members 
Entering Unmasked Estep 
Score: -9073417.000000 Penalty: 13320.233398
	Iteration 2Q: 3 clusters Score -9073417 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 26773 members 
Entering Unmasked Estep 
Score: -9074225.000000 Penalty: 13320.233398
	Iteration 3Q: 3 clusters Score -9074225 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25817 members 
Mstep: Class 2 contains 26951 members 
Entering Unmasked Estep 
Score: -9075097.000000 Penalty: 13320.233398
	Iteration 4Q: 3 clusters Score -9075097 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 27177 members 
Entering Unmasked Estep 
Score: -9076106.000000 Penalty: 13320.233398
	Iteration 5Q: 3 clusters Score -9076106 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25431 members 
Mstep: Class 2 contains 27337 members 
Entering Unmasked Estep 
Score: -9077090.000000 Penalty: 13320.233398
	Iteration 6Q: 3 clusters Score -9077090 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25343 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
Score: -9078219.000000 Penalty: 13320.233398
	Iteration 7Q: 3 clusters Score -9078219 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 27402 members 
Entering Unmasked Estep 
Score: -9079424.000000 Penalty: 13320.233398
	Iteration 8Q: 3 clusters Score -9079424 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25498 members 
Mstep: Class 2 contains 27270 members 
Entering Unmasked Estep 
Score: -9080886.000000 Penalty: 13320.233398
	Iteration 9Q: 3 clusters Score -9080886 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25785 members 
Mstep: Class 2 contains 26983 members 
Entering Unmasked Estep 
Score: -9082519.000000 Penalty: 13320.233398
	Iteration 10Q: 3 clusters Score -9082519 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26215 members 
Mstep: Class 2 contains 26553 members 
Entering Unmasked Estep 
Score: -9084101.000000 Penalty: 13320.233398
	Iteration 11Q: 3 clusters Score -9084101 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26650 members 
Mstep: Class 2 contains 26118 members 
Entering Unmasked Estep 
Score: -9085366.000000 Penalty: 13320.233398
	Iteration 12Q: 3 clusters Score -9085366 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27062 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -9086323.000000 Penalty: 13320.233398
	Iteration 13Q: 3 clusters Score -9086323 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27483 members 
Mstep: Class 2 contains 25285 members 
Entering Unmasked Estep 
Score: -9086829.000000 Penalty: 13320.233398
	Iteration 14Q: 3 clusters Score -9086829 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27820 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -9087187.000000 Penalty: 13320.233398
	Iteration 15Q: 3 clusters Score -9087187 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
Score: -9087353.000000 Penalty: 13320.233398
	Iteration 16Q: 3 clusters Score -9087353 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28318 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -9087425.000000 Penalty: 13320.233398
	Iteration 17Q: 3 clusters Score -9087425 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28544 members 
Mstep: Class 2 contains 24224 members 
Entering Unmasked Estep 
Score: -9087490.000000 Penalty: 13320.233398
	Iteration 18Q: 3 clusters Score -9087490 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28768 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -9087526.000000 Penalty: 13320.233398
	Iteration 19Q: 3 clusters Score -9087526 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28974 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -9087537.000000 Penalty: 13320.233398
	Iteration 20F: 3 clusters Score -9087537 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29185 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -9087567.000000 Penalty: 13320.233398
	Iteration 21Q: 3 clusters Score -9087567 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29387 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -9087614.000000 Penalty: 13320.233398
	Iteration 22Q: 3 clusters Score -9087614 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29584 members 
Mstep: Class 2 contains 23184 members 
Entering Unmasked Estep 
Score: -9087606.000000 Penalty: 13320.233398
	Iteration 23Q: 3 clusters Score -9087606 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29789 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -9087659.000000 Penalty: 13320.233398
	Iteration 24Q: 3 clusters Score -9087659 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29993 members 
Mstep: Class 2 contains 22775 members 
Entering Unmasked Estep 
Score: -9087675.000000 Penalty: 13320.233398
	Iteration 25Q: 3 clusters Score -9087675 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30209 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -9087705.000000 Penalty: 13320.233398
	Iteration 26Q: 3 clusters Score -9087705 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30453 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -9087786.000000 Penalty: 13320.233398
	Iteration 27Q: 3 clusters Score -9087786 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30673 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -9087799.000000 Penalty: 13320.233398
	Iteration 28Q: 3 clusters Score -9087799 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -9087832.000000 Penalty: 13320.233398
	Iteration 29Q: 3 clusters Score -9087832 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31096 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -9087833.000000 Penalty: 13320.233398
	Iteration 30Q: 3 clusters Score -9087833 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31293 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -9087886.000000 Penalty: 13320.233398
	Iteration 31Q: 3 clusters Score -9087886 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31491 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -9087898.000000 Penalty: 13320.233398
	Iteration 32Q: 3 clusters Score -9087898 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31696 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -9087971.000000 Penalty: 13320.233398
	Iteration 33Q: 3 clusters Score -9087971 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31886 members 
Mstep: Class 2 contains 20882 members 
Entering Unmasked Estep 
Score: -9087982.000000 Penalty: 13320.233398
	Iteration 34Q: 3 clusters Score -9087982 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32090 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -9088029.000000 Penalty: 13320.233398
	Iteration 35Q: 3 clusters Score -9088029 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32305 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -9088077.000000 Penalty: 13320.233398
	Iteration 36Q: 3 clusters Score -9088077 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32501 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -9088097.000000 Penalty: 13320.233398
	Iteration 37Q: 3 clusters Score -9088097 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32683 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -9088100.000000 Penalty: 13320.233398
	Iteration 38Q: 3 clusters Score -9088100 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32867 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -9088144.000000 Penalty: 13320.233398
	Iteration 39Q: 3 clusters Score -9088144 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33042 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -9088155.000000 Penalty: 13320.233398
	Iteration 40F: 3 clusters Score -9088155 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33228 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -9088166.000000 Penalty: 13320.233398
	Iteration 41Q: 3 clusters Score -9088166 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33429 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -9088213.000000 Penalty: 13320.233398
	Iteration 42Q: 3 clusters Score -9088213 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33643 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -9088248.000000 Penalty: 13320.233398
	Iteration 43Q: 3 clusters Score -9088248 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33867 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -9088274.000000 Penalty: 13320.233398
	Iteration 44Q: 3 clusters Score -9088274 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34100 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -9088323.000000 Penalty: 13320.233398
	Iteration 45Q: 3 clusters Score -9088323 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34326 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -9088393.000000 Penalty: 13320.233398
	Iteration 46Q: 3 clusters Score -9088393 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34560 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -9088414.000000 Penalty: 13320.233398
	Iteration 47Q: 3 clusters Score -9088414 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34794 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -9088455.000000 Penalty: 13320.233398
	Iteration 48Q: 3 clusters Score -9088455 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35025 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -9088488.000000 Penalty: 13320.233398
	Iteration 49Q: 3 clusters Score -9088488 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35270 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -9088535.000000 Penalty: 13320.233398
	Iteration 50Q: 3 clusters Score -9088535 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35532 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -9088559.000000 Penalty: 13320.233398
	Iteration 51Q: 3 clusters Score -9088559 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35806 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -9088570.000000 Penalty: 13320.233398
	Iteration 52Q: 3 clusters Score -9088570 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36053 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -9088603.000000 Penalty: 13320.233398
	Iteration 53Q: 3 clusters Score -9088603 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36304 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -9088621.000000 Penalty: 13320.233398
	Iteration 54Q: 3 clusters Score -9088621 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36554 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -9088681.000000 Penalty: 13320.233398
	Iteration 55Q: 3 clusters Score -9088681 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36820 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -9088750.000000 Penalty: 13320.233398
	Iteration 56Q: 3 clusters Score -9088750 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37062 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -9088789.000000 Penalty: 13320.233398
	Iteration 57Q: 3 clusters Score -9088789 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37310 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -9088857.000000 Penalty: 13320.233398
	Iteration 58Q: 3 clusters Score -9088857 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37552 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -9088891.000000 Penalty: 13320.233398
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 37806 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38069 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38349 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38614 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38869 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39135 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 39384 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 39649 members 
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Mstep: Class 1 contains 39904 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 40170 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 40427 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 40677 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 40940 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41218 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41470 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41744 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 42032 members 
Mstep: Class 2 contains 10736 members 
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Mstep: Class 1 contains 42319 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 42620 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 42913 members 
Mstep: Class 2 contains 9855 members 
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Mstep: Class 1 contains 43225 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 43514 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 43789 members 
Mstep: Class 2 contains 8979 members 
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Mstep: Class 1 contains 44070 members 
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Mstep: Class 1 contains 44339 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 44852 members 
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Mstep: Class 1 contains 45119 members 
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Mstep: Class 1 contains 45590 members 
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Mstep: Class 1 contains 45803 members 
Mstep: Class 2 contains 6965 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -9091734 nChanged 35
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -9091797 nChanged 10
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	Iteration 140F: 3 clusters Score -9091803 nChanged 12
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	Iteration 141Q: 3 clusters Score -9091811 nChanged 17
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	Iteration 142Q: 3 clusters Score -9091826 nChanged 14
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	Iteration 143Q: 3 clusters Score -9091827 nChanged 16
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	Iteration 149Q: 3 clusters Score -9091816 nChanged 8
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	Iteration 151Q: 3 clusters Score -9091832 nChanged 7
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	Iteration 152Q: 3 clusters Score -9091842 nChanged 6
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Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -9091842.000000 Penalty: 13320.233398
	Iteration 153Q: 3 clusters Score -9091842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49175 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -9091834.000000 Penalty: 13320.233398
	Iteration 154Q: 3 clusters Score -9091834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49182 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -9091835.000000 Penalty: 13320.233398
	Iteration 155Q: 3 clusters Score -9091835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49184 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -9091838.000000 Penalty: 13320.233398
	Iteration 156Q: 3 clusters Score -9091838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49187 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -9091836.000000 Penalty: 13320.233398
	Iteration 157Q: 3 clusters Score -9091836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49191 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -9091838.000000 Penalty: 13320.233398
	Iteration 158Q: 3 clusters Score -9091838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49197 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -9091831.000000 Penalty: 13320.233398
	Iteration 159Q: 3 clusters Score -9091831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49204 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -9091830.000000 Penalty: 13320.233398
	Iteration 160F: 3 clusters Score -9091830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49211 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -9091830.000000 Penalty: 13320.233398
	Iteration 161Q: 3 clusters Score -9091830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49213 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -9091833.000000 Penalty: 13320.233398
	Iteration 162Q: 3 clusters Score -9091833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49216 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -9091833.000000 Penalty: 13320.233398
	Iteration 163Q: 3 clusters Score -9091833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49220 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -9091843.000000 Penalty: 13320.233398
	Iteration 164Q: 3 clusters Score -9091843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49224 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -9091849.000000 Penalty: 13320.233398
	Iteration 165Q: 3 clusters Score -9091849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49226 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -9091857.000000 Penalty: 13320.233398
	Iteration 166Q: 3 clusters Score -9091857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49227 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -9091846.000000 Penalty: 13320.233398
	Iteration 167Q: 3 clusters Score -9091846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49232 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -9091835.000000 Penalty: 13320.233398
	Iteration 168Q: 3 clusters Score -9091835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49237 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -9091839.000000 Penalty: 13320.233398
	Iteration 169Q: 3 clusters Score -9091839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49239 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -9091831.000000 Penalty: 13320.233398
	Iteration 170Q: 3 clusters Score -9091831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49243 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -9091833.000000 Penalty: 13320.233398
	Iteration 171Q: 3 clusters Score -9091833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49247 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -9091838.000000 Penalty: 13320.233398
	Iteration 172Q: 3 clusters Score -9091838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49251 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -9091831.000000 Penalty: 13320.233398
	Iteration 173Q: 3 clusters Score -9091831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49254 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -9091833.000000 Penalty: 13320.233398
	Iteration 174Q: 3 clusters Score -9091833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49259 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -9091842.000000 Penalty: 13320.233398
	Iteration 175Q: 3 clusters Score -9091842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49264 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -9091843.000000 Penalty: 13320.233398
	Iteration 176Q: 3 clusters Score -9091843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49271 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -9091832.000000 Penalty: 13320.233398
	Iteration 177Q: 3 clusters Score -9091832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49278 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -9091831.000000 Penalty: 13320.233398
	Iteration 178Q: 3 clusters Score -9091831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49285 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -9091842.000000 Penalty: 13320.233398
	Iteration 179Q: 3 clusters Score -9091842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49290 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -9091846.000000 Penalty: 13320.233398
	Iteration 180F: 3 clusters Score -9091846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49300 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -9091845.000000 Penalty: 13320.233398
	Iteration 181Q: 3 clusters Score -9091845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49307 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -9091847.000000 Penalty: 13320.233398
	Iteration 182Q: 3 clusters Score -9091847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49315 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -9091842.000000 Penalty: 13320.233398
	Iteration 183Q: 3 clusters Score -9091842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49323 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -9091852.000000 Penalty: 13320.233398
	Iteration 184Q: 3 clusters Score -9091852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49333 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -9091865.000000 Penalty: 13320.233398
	Iteration 185Q: 3 clusters Score -9091865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49340 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -9091857.000000 Penalty: 13320.233398
	Iteration 186Q: 3 clusters Score -9091857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49345 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -9091858.000000 Penalty: 13320.233398
	Iteration 187Q: 3 clusters Score -9091858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49350 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -9091849.000000 Penalty: 13320.233398
	Iteration 188Q: 3 clusters Score -9091849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49354 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -9091862.000000 Penalty: 13320.233398
	Iteration 189Q: 3 clusters Score -9091862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49357 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -9091862.000000 Penalty: 13320.233398
	Iteration 190Q: 3 clusters Score -9091862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49360 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -9091859.000000 Penalty: 13320.233398
	Iteration 191Q: 3 clusters Score -9091859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49365 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -9091873.000000 Penalty: 13320.233398
	Iteration 192Q: 3 clusters Score -9091873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49370 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -9091886.000000 Penalty: 13320.233398
	Iteration 193Q: 3 clusters Score -9091886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49378 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -9091880.000000 Penalty: 13320.233398
	Iteration 194Q: 3 clusters Score -9091880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49385 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -9091878.000000 Penalty: 13320.233398
	Iteration 195Q: 3 clusters Score -9091878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49389 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -9091890.000000 Penalty: 13320.233398
	Iteration 196Q: 3 clusters Score -9091890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49391 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -9091882.000000 Penalty: 13320.233398
	Iteration 197Q: 3 clusters Score -9091882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49391 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -9091882.000000 Penalty: 13320.233398
	Iteration 198F: 3 clusters Score -9091882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (36750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36750 members 
Entering Unmasked Estep 
Score: -6210927.000000 Penalty: 6438.534668
	Iteration 0F: 2 clusters Score -6210927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -6183663.500000 Penalty: 12877.069336
	Iteration 0F: 3 clusters Score -6183664 nChanged 15826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -6192023.000000 Penalty: 12877.069336
	Iteration 1F: 3 clusters Score -6192023 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -6192776.000000 Penalty: 12877.069336
	Iteration 2F: 3 clusters Score -6192776 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -6193360.500000 Penalty: 12877.069336
	Iteration 3Q: 3 clusters Score -6193360 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -6193871.500000 Penalty: 12877.069336
	Iteration 4Q: 3 clusters Score -6193872 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -6194403.000000 Penalty: 12877.069336
	Iteration 5Q: 3 clusters Score -6194403 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -6194978.000000 Penalty: 12877.069336
	Iteration 6Q: 3 clusters Score -6194978 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -6195781.500000 Penalty: 12877.069336
	Iteration 7Q: 3 clusters Score -6195782 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 23979 members 
Entering Unmasked Estep 
Score: -6196804.000000 Penalty: 12877.069336
	Iteration 8Q: 3 clusters Score -6196804 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 25536 members 
Entering Unmasked Estep 
Score: -6197983.500000 Penalty: 12877.069336
	Iteration 9F: 3 clusters Score -6197984 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 27153 members 
Entering Unmasked Estep 
Score: -6199233.500000 Penalty: 12877.069336
	Iteration 10F: 3 clusters Score -6199234 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 28650 members 
Entering Unmasked Estep 
Score: -6200367.500000 Penalty: 12877.069336
	Iteration 11Q: 3 clusters Score -6200368 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 29981 members 
Entering Unmasked Estep 
Score: -6201294.500000 Penalty: 12877.069336
	Iteration 12Q: 3 clusters Score -6201294 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 31084 members 
Entering Unmasked Estep 
Score: -6202058.500000 Penalty: 12877.069336
	Iteration 13Q: 3 clusters Score -6202058 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 31944 members 
Entering Unmasked Estep 
Score: -6202646.500000 Penalty: 12877.069336
	Iteration 14Q: 3 clusters Score -6202646 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 32668 members 
Entering Unmasked Estep 
Score: -6203172.500000 Penalty: 12877.069336
	Iteration 15Q: 3 clusters Score -6203172 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 33237 members 
Entering Unmasked Estep 
Score: -6203596.000000 Penalty: 12877.069336
	Iteration 16Q: 3 clusters Score -6203596 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 33728 members 
Entering Unmasked Estep 
Score: -6203979.500000 Penalty: 12877.069336
	Iteration 17Q: 3 clusters Score -6203980 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 34152 members 
Entering Unmasked Estep 
Score: -6204272.500000 Penalty: 12877.069336
	Iteration 18Q: 3 clusters Score -6204272 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 34477 members 
Entering Unmasked Estep 
Score: -6204542.500000 Penalty: 12877.069336
	Iteration 19Q: 3 clusters Score -6204542 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -6204762.500000 Penalty: 12877.069336
	Iteration 20F: 3 clusters Score -6204762 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 34991 members 
Entering Unmasked Estep 
Score: -6204927.500000 Penalty: 12877.069336
	Iteration 21Q: 3 clusters Score -6204928 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 35158 members 
Entering Unmasked Estep 
Score: -6205077.000000 Penalty: 12877.069336
	Iteration 22Q: 3 clusters Score -6205077 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 35288 members 
Entering Unmasked Estep 
Score: -6205168.000000 Penalty: 12877.069336
	Iteration 23Q: 3 clusters Score -6205168 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 35373 members 
Entering Unmasked Estep 
Score: -6205236.500000 Penalty: 12877.069336
	Iteration 24Q: 3 clusters Score -6205236 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 35437 members 
Entering Unmasked Estep 
Score: -6205277.000000 Penalty: 12877.069336
	Iteration 25Q: 3 clusters Score -6205277 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 35489 members 
Entering Unmasked Estep 
Score: -6205323.000000 Penalty: 12877.069336
	Iteration 26Q: 3 clusters Score -6205323 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 35525 members 
Entering Unmasked Estep 
Score: -6205360.000000 Penalty: 12877.069336
	Iteration 27Q: 3 clusters Score -6205360 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 35548 members 
Entering Unmasked Estep 
Score: -6205376.000000 Penalty: 12877.069336
	Iteration 28Q: 3 clusters Score -6205376 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 35571 members 
Entering Unmasked Estep 
Score: -6205377.000000 Penalty: 12877.069336
	Iteration 29Q: 3 clusters Score -6205377 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 35587 members 
Entering Unmasked Estep 
Score: -6205392.500000 Penalty: 12877.069336
	Iteration 30Q: 3 clusters Score -6205392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 35598 members 
Entering Unmasked Estep 
Score: -6205399.000000 Penalty: 12877.069336
	Iteration 31Q: 3 clusters Score -6205399 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 35606 members 
Entering Unmasked Estep 
Score: -6205404.500000 Penalty: 12877.069336
	Iteration 32Q: 3 clusters Score -6205404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 35609 members 
Entering Unmasked Estep 
Score: -6205405.000000 Penalty: 12877.069336
	Iteration 33Q: 3 clusters Score -6205405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 35612 members 
Entering Unmasked Estep 
Score: -6205406.500000 Penalty: 12877.069336
	Iteration 34Q: 3 clusters Score -6205406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 35613 members 
Entering Unmasked Estep 
Score: -6205406.500000 Penalty: 12877.069336
	Iteration 35Q: 3 clusters Score -6205406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 35619 members 
Entering Unmasked Estep 
Score: -6205418.000000 Penalty: 12877.069336
	Iteration 36Q: 3 clusters Score -6205418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 35624 members 
Entering Unmasked Estep 
Score: -6205424.000000 Penalty: 12877.069336
	Iteration 37Q: 3 clusters Score -6205424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 35629 members 
Entering Unmasked Estep 
Score: -6205424.000000 Penalty: 12877.069336
	Iteration 38Q: 3 clusters Score -6205424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 35632 members 
Entering Unmasked Estep 
Score: -6205423.500000 Penalty: 12877.069336
	Iteration 39Q: 3 clusters Score -6205424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 35634 members 
Entering Unmasked Estep 
Score: -6205429.500000 Penalty: 12877.069336
	Iteration 40F: 3 clusters Score -6205430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 35636 members 
Entering Unmasked Estep 
Score: -6205428.500000 Penalty: 12877.069336
	Iteration 41Q: 3 clusters Score -6205428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 35635 members 
Entering Unmasked Estep 
Score: -6205422.000000 Penalty: 12877.069336
	Iteration 42Q: 3 clusters Score -6205422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 35635 members 
Entering Unmasked Estep 
Score: -6205422.000000 Penalty: 12877.069336
	Iteration 43F: 3 clusters Score -6205422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Entering Unmasked Estep 
Score: -153576.234375 Penalty: 4237.701172
	Iteration 0F: 2 clusters Score -153576.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -149557.984375 Penalty: 8475.402344
	Iteration 0F: 3 clusters Score -149558 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -149944.781250 Penalty: 8475.402344
	Iteration 1F: 3 clusters Score -149944.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -150072.593750 Penalty: 8475.402344
	Iteration 2Q: 3 clusters Score -150072.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -150271.562500 Penalty: 8475.402344
	Iteration 3Q: 3 clusters Score -150271.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -150652.343750 Penalty: 8475.402344
	Iteration 4Q: 3 clusters Score -150652.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -150777.000000 Penalty: 8475.402344
	Iteration 5Q: 3 clusters Score -150777 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -150850.515625 Penalty: 8475.402344
	Iteration 6Q: 3 clusters Score -150850.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -150903.250000 Penalty: 8475.402344
	Iteration 7Q: 3 clusters Score -150903.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -150952.093750 Penalty: 8475.402344
	Iteration 8Q: 3 clusters Score -150952.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -151015.390625 Penalty: 8475.402344
	Iteration 9Q: 3 clusters Score -151015.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -151150.078125 Penalty: 8475.402344
	Iteration 10Q: 3 clusters Score -151150.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -151259.812500 Penalty: 8475.402344
	Iteration 11Q: 3 clusters Score -151259.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -151409.500000 Penalty: 8475.402344
	Iteration 12Q: 3 clusters Score -151409.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -151531.468750 Penalty: 8475.402344
	Iteration 13Q: 3 clusters Score -151531.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -151666.156250 Penalty: 8475.402344
	Iteration 14Q: 3 clusters Score -151666.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -151755.750000 Penalty: 8475.402344
	Iteration 15Q: 3 clusters Score -151755.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -151855.421875 Penalty: 8475.402344
	Iteration 16Q: 3 clusters Score -151855.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -151968.921875 Penalty: 8475.402344
	Iteration 17Q: 3 clusters Score -151968.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -152032.250000 Penalty: 8475.402344
	Iteration 18Q: 3 clusters Score -152032.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -152069.187500 Penalty: 8475.402344
	Iteration 19Q: 3 clusters Score -152069.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -152093.890625 Penalty: 8475.402344
	Iteration 20F: 3 clusters Score -152093.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -152116.859375 Penalty: 8475.402344
	Iteration 21Q: 3 clusters Score -152116.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -152147.421875 Penalty: 8475.402344
	Iteration 22Q: 3 clusters Score -152147.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -152149.406250 Penalty: 8475.402344
	Iteration 23Q: 3 clusters Score -152149.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -152149.406250 Penalty: 8475.402344
	Iteration 24F: 3 clusters Score -152149.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Entering Unmasked Estep 
Score: -515837.625000 Penalty: 4927.137207
	Iteration 0F: 2 clusters Score -515837.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -510075.562500 Penalty: 9854.274414
	Iteration 0F: 3 clusters Score -510075.6 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -511129.125000 Penalty: 9854.274414
	Iteration 1F: 3 clusters Score -511129.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -511887.406250 Penalty: 9854.274414
	Iteration 2F: 3 clusters Score -511887.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -512543.500000 Penalty: 9854.274414
	Iteration 3F: 3 clusters Score -512543.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -513153.656250 Penalty: 9854.274414
	Iteration 4F: 3 clusters Score -513153.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -513644.500000 Penalty: 9854.274414
	Iteration 5F: 3 clusters Score -513644.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -514020.312500 Penalty: 9854.274414
	Iteration 6Q: 3 clusters Score -514020.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -514262.812500 Penalty: 9854.274414
	Iteration 7Q: 3 clusters Score -514262.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -514405.531250 Penalty: 9854.274414
	Iteration 8Q: 3 clusters Score -514405.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -514566.125000 Penalty: 9854.274414
	Iteration 9Q: 3 clusters Score -514566.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -514705.687500 Penalty: 9854.274414
	Iteration 10Q: 3 clusters Score -514705.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -514786.718750 Penalty: 9854.274414
	Iteration 11Q: 3 clusters Score -514786.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -514861.718750 Penalty: 9854.274414
	Iteration 12Q: 3 clusters Score -514861.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -514937.375000 Penalty: 9854.274414
	Iteration 13Q: 3 clusters Score -514937.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -514983.750000 Penalty: 9854.274414
	Iteration 14Q: 3 clusters Score -514983.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -515025.156250 Penalty: 9854.274414
	Iteration 15Q: 3 clusters Score -515025.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -515076.281250 Penalty: 9854.274414
	Iteration 16Q: 3 clusters Score -515076.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -515132.406250 Penalty: 9854.274414
	Iteration 17Q: 3 clusters Score -515132.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -515190.718750 Penalty: 9854.274414
	Iteration 18Q: 3 clusters Score -515190.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -515240.406250 Penalty: 9854.274414
	Iteration 19Q: 3 clusters Score -515240.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -515255.593750 Penalty: 9854.274414
	Iteration 20F: 3 clusters Score -515255.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -515258.500000 Penalty: 9854.274414
	Iteration 21Q: 3 clusters Score -515258.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -515261.718750 Penalty: 9854.274414
	Iteration 22Q: 3 clusters Score -515261.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -515261.718750 Penalty: 9854.274414
	Iteration 23F: 3 clusters Score -515261.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Entering Unmasked Estep 
Score: -2376799.750000 Penalty: 5828.314941
	Iteration 0F: 2 clusters Score -2376800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -2364359.500000 Penalty: 11656.629883
	Iteration 0F: 3 clusters Score -2364360 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -2367274.000000 Penalty: 11656.629883
	Iteration 1F: 3 clusters Score -2367274 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -2367731.250000 Penalty: 11656.629883
	Iteration 2F: 3 clusters Score -2367731 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -2367959.500000 Penalty: 11656.629883
	Iteration 3Q: 3 clusters Score -2367960 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -2368127.500000 Penalty: 11656.629883
	Iteration 4Q: 3 clusters Score -2368128 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -2368250.000000 Penalty: 11656.629883
	Iteration 5Q: 3 clusters Score -2368250 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -2368341.250000 Penalty: 11656.629883
	Iteration 6Q: 3 clusters Score -2368341 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -2368401.750000 Penalty: 11656.629883
	Iteration 7Q: 3 clusters Score -2368402 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -2368445.750000 Penalty: 11656.629883
	Iteration 8Q: 3 clusters Score -2368446 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -2368484.500000 Penalty: 11656.629883
	Iteration 9Q: 3 clusters Score -2368484 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -2368519.000000 Penalty: 11656.629883
	Iteration 10Q: 3 clusters Score -2368519 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -2368549.000000 Penalty: 11656.629883
	Iteration 11Q: 3 clusters Score -2368549 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -2368574.500000 Penalty: 11656.629883
	Iteration 12Q: 3 clusters Score -2368574 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -2368599.500000 Penalty: 11656.629883
	Iteration 13Q: 3 clusters Score -2368600 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -2368625.750000 Penalty: 11656.629883
	Iteration 14Q: 3 clusters Score -2368626 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -2368650.000000 Penalty: 11656.629883
	Iteration 15Q: 3 clusters Score -2368650 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -2368670.500000 Penalty: 11656.629883
	Iteration 16Q: 3 clusters Score -2368670 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -2368690.000000 Penalty: 11656.629883
	Iteration 17Q: 3 clusters Score -2368690 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -2368723.500000 Penalty: 11656.629883
	Iteration 18Q: 3 clusters Score -2368724 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -2368742.250000 Penalty: 11656.629883
	Iteration 19Q: 3 clusters Score -2368742 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -2368773.500000 Penalty: 11656.629883
	Iteration 20F: 3 clusters Score -2368774 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -2368796.000000 Penalty: 11656.629883
	Iteration 21Q: 3 clusters Score -2368796 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -2368811.500000 Penalty: 11656.629883
	Iteration 22Q: 3 clusters Score -2368812 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -2368826.500000 Penalty: 11656.629883
	Iteration 23Q: 3 clusters Score -2368826 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -2368846.750000 Penalty: 11656.629883
	Iteration 24Q: 3 clusters Score -2368847 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -2368869.750000 Penalty: 11656.629883
	Iteration 25Q: 3 clusters Score -2368870 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -2368882.500000 Penalty: 11656.629883
	Iteration 26Q: 3 clusters Score -2368882 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -2368893.750000 Penalty: 11656.629883
	Iteration 27Q: 3 clusters Score -2368894 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -2368910.000000 Penalty: 11656.629883
	Iteration 28Q: 3 clusters Score -2368910 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -2368923.000000 Penalty: 11656.629883
	Iteration 29Q: 3 clusters Score -2368923 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -2368929.000000 Penalty: 11656.629883
	Iteration 30Q: 3 clusters Score -2368929 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -2368938.500000 Penalty: 11656.629883
	Iteration 31Q: 3 clusters Score -2368938 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -2368941.250000 Penalty: 11656.629883
	Iteration 32Q: 3 clusters Score -2368941 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -2368959.250000 Penalty: 11656.629883
	Iteration 33Q: 3 clusters Score -2368959 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -2368962.000000 Penalty: 11656.629883
	Iteration 34Q: 3 clusters Score -2368962 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -2368973.500000 Penalty: 11656.629883
	Iteration 35Q: 3 clusters Score -2368974 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -2368975.250000 Penalty: 11656.629883
	Iteration 36Q: 3 clusters Score -2368975 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -2368987.000000 Penalty: 11656.629883
	Iteration 37Q: 3 clusters Score -2368987 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -2369005.000000 Penalty: 11656.629883
	Iteration 38Q: 3 clusters Score -2369005 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -2369008.000000 Penalty: 11656.629883
	Iteration 39Q: 3 clusters Score -2369008 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -2369015.250000 Penalty: 11656.629883
	Iteration 40F: 3 clusters Score -2369015 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -2369041.750000 Penalty: 11656.629883
	Iteration 41Q: 3 clusters Score -2369042 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -2369057.000000 Penalty: 11656.629883
	Iteration 42Q: 3 clusters Score -2369057 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -2369085.000000 Penalty: 11656.629883
	Iteration 43Q: 3 clusters Score -2369085 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -2369108.750000 Penalty: 11656.629883
	Iteration 44Q: 3 clusters Score -2369109 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -2369133.750000 Penalty: 11656.629883
	Iteration 45Q: 3 clusters Score -2369134 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -2369176.500000 Penalty: 11656.629883
	Iteration 46Q: 3 clusters Score -2369176 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -2369201.500000 Penalty: 11656.629883
	Iteration 47Q: 3 clusters Score -2369202 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -2369238.000000 Penalty: 11656.629883
	Iteration 48Q: 3 clusters Score -2369238 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -2369276.000000 Penalty: 11656.629883
	Iteration 49Q: 3 clusters Score -2369276 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -2369307.000000 Penalty: 11656.629883
	Iteration 50Q: 3 clusters Score -2369307 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -2369342.250000 Penalty: 11656.629883
	Iteration 51Q: 3 clusters Score -2369342 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -2369384.500000 Penalty: 11656.629883
	Iteration 52Q: 3 clusters Score -2369384 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -2369428.250000 Penalty: 11656.629883
	Iteration 53Q: 3 clusters Score -2369428 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -2369496.500000 Penalty: 11656.629883
	Iteration 54Q: 3 clusters Score -2369496 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -2369557.500000 Penalty: 11656.629883
	Iteration 55Q: 3 clusters Score -2369558 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -2369631.250000 Penalty: 11656.629883
	Iteration 56Q: 3 clusters Score -2369631 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -2369702.500000 Penalty: 11656.629883
	Iteration 57Q: 3 clusters Score -2369702 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -2369786.750000 Penalty: 11656.629883
	Iteration 58Q: 3 clusters Score -2369787 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -2369896.250000 Penalty: 11656.629883
	Iteration 59Q: 3 clusters Score -2369896 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -2370024.000000 Penalty: 11656.629883
	Iteration 60F: 3 clusters Score -2370024 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -2370170.500000 Penalty: 11656.629883
	Iteration 61Q: 3 clusters Score -2370170 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -2370319.750000 Penalty: 11656.629883
	Iteration 62Q: 3 clusters Score -2370320 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -2370448.500000 Penalty: 11656.629883
	Iteration 63Q: 3 clusters Score -2370448 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -2370560.500000 Penalty: 11656.629883
	Iteration 64Q: 3 clusters Score -2370560 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -2370662.750000 Penalty: 11656.629883
	Iteration 65Q: 3 clusters Score -2370663 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -2370761.000000 Penalty: 11656.629883
	Iteration 66Q: 3 clusters Score -2370761 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -2370866.250000 Penalty: 11656.629883
	Iteration 67Q: 3 clusters Score -2370866 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -2370995.750000 Penalty: 11656.629883
	Iteration 68Q: 3 clusters Score -2370996 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -2371096.500000 Penalty: 11656.629883
	Iteration 69Q: 3 clusters Score -2371096 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -2371206.750000 Penalty: 11656.629883
	Iteration 70Q: 3 clusters Score -2371207 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -2371288.250000 Penalty: 11656.629883
	Iteration 71Q: 3 clusters Score -2371288 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -2371356.750000 Penalty: 11656.629883
	Iteration 72Q: 3 clusters Score -2371357 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -2371423.000000 Penalty: 11656.629883
	Iteration 73Q: 3 clusters Score -2371423 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -2371486.250000 Penalty: 11656.629883
	Iteration 74Q: 3 clusters Score -2371486 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -2371526.500000 Penalty: 11656.629883
	Iteration 75Q: 3 clusters Score -2371526 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -2371573.250000 Penalty: 11656.629883
	Iteration 76Q: 3 clusters Score -2371573 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -2371605.000000 Penalty: 11656.629883
	Iteration 77Q: 3 clusters Score -2371605 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -2371635.000000 Penalty: 11656.629883
	Iteration 78Q: 3 clusters Score -2371635 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -2371664.250000 Penalty: 11656.629883
	Iteration 79Q: 3 clusters Score -2371664 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -2371672.000000 Penalty: 11656.629883
	Iteration 80F: 3 clusters Score -2371672 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -2371681.250000 Penalty: 11656.629883
	Iteration 81Q: 3 clusters Score -2371681 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -2371694.750000 Penalty: 11656.629883
	Iteration 82Q: 3 clusters Score -2371695 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -2371703.500000 Penalty: 11656.629883
	Iteration 83Q: 3 clusters Score -2371704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -2371705.000000 Penalty: 11656.629883
	Iteration 84Q: 3 clusters Score -2371705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -2371704.000000 Penalty: 11656.629883
	Iteration 85Q: 3 clusters Score -2371704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -2371705.250000 Penalty: 11656.629883
	Iteration 86Q: 3 clusters Score -2371705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -2371706.750000 Penalty: 11656.629883
	Iteration 87Q: 3 clusters Score -2371707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -2371706.750000 Penalty: 11656.629883
	Iteration 88F: 3 clusters Score -2371707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (23057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Entering Unmasked Estep 
Score: -3936279.500000 Penalty: 6153.006348
	Iteration 0F: 2 clusters Score -3936280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -3917799.500000 Penalty: 12306.012695
	Iteration 0F: 3 clusters Score -3917800 nChanged 9475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -3922816.500000 Penalty: 12306.012695
	Iteration 1F: 3 clusters Score -3922816 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -3923465.250000 Penalty: 12306.012695
	Iteration 2F: 3 clusters Score -3923465 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -3923906.500000 Penalty: 12306.012695
	Iteration 3Q: 3 clusters Score -3923906 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -3924213.000000 Penalty: 12306.012695
	Iteration 4Q: 3 clusters Score -3924213 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -3924443.500000 Penalty: 12306.012695
	Iteration 5Q: 3 clusters Score -3924444 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -3924630.250000 Penalty: 12306.012695
	Iteration 6Q: 3 clusters Score -3924630 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -3924811.250000 Penalty: 12306.012695
	Iteration 7Q: 3 clusters Score -3924811 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -3925006.000000 Penalty: 12306.012695
	Iteration 8Q: 3 clusters Score -3925006 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -3925189.750000 Penalty: 12306.012695
	Iteration 9Q: 3 clusters Score -3925190 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -3925413.750000 Penalty: 12306.012695
	Iteration 10Q: 3 clusters Score -3925414 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -3925674.500000 Penalty: 12306.012695
	Iteration 11Q: 3 clusters Score -3925674 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -3925999.750000 Penalty: 12306.012695
	Iteration 12Q: 3 clusters Score -3926000 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -3926427.750000 Penalty: 12306.012695
	Iteration 13Q: 3 clusters Score -3926428 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -3926942.500000 Penalty: 12306.012695
	Iteration 14Q: 3 clusters Score -3926942 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -3927527.500000 Penalty: 12306.012695
	Iteration 15Q: 3 clusters Score -3927528 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -3928153.000000 Penalty: 12306.012695
	Iteration 16Q: 3 clusters Score -3928153 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -3928804.500000 Penalty: 12306.012695
	Iteration 17Q: 3 clusters Score -3928804 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -3929362.000000 Penalty: 12306.012695
	Iteration 18Q: 3 clusters Score -3929362 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 21281 members 
Entering Unmasked Estep 
Score: -3929840.500000 Penalty: 12306.012695
	Iteration 19Q: 3 clusters Score -3929840 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -3930166.500000 Penalty: 12306.012695
	Iteration 20F: 3 clusters Score -3930166 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -3930391.500000 Penalty: 12306.012695
	Iteration 21Q: 3 clusters Score -3930392 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -3930521.000000 Penalty: 12306.012695
	Iteration 22Q: 3 clusters Score -3930521 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -3930589.500000 Penalty: 12306.012695
	Iteration 23Q: 3 clusters Score -3930590 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -3930647.250000 Penalty: 12306.012695
	Iteration 24Q: 3 clusters Score -3930647 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -3930686.750000 Penalty: 12306.012695
	Iteration 25Q: 3 clusters Score -3930687 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -3930711.750000 Penalty: 12306.012695
	Iteration 26Q: 3 clusters Score -3930712 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -3930738.250000 Penalty: 12306.012695
	Iteration 27Q: 3 clusters Score -3930738 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -3930774.500000 Penalty: 12306.012695
	Iteration 28Q: 3 clusters Score -3930774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -3930786.000000 Penalty: 12306.012695
	Iteration 29Q: 3 clusters Score -3930786 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -3930798.250000 Penalty: 12306.012695
	Iteration 30Q: 3 clusters Score -3930798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -3930810.500000 Penalty: 12306.012695
	Iteration 31Q: 3 clusters Score -3930810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 22302 members 
Entering Unmasked Estep 
Score: -3930822.000000 Penalty: 12306.012695
	Iteration 32Q: 3 clusters Score -3930822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -3930824.250000 Penalty: 12306.012695
	Iteration 33Q: 3 clusters Score -3930824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -3930835.000000 Penalty: 12306.012695
	Iteration 34Q: 3 clusters Score -3930835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -3930833.000000 Penalty: 12306.012695
	Iteration 35Q: 3 clusters Score -3930833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -3930833.500000 Penalty: 12306.012695
	Iteration 36Q: 3 clusters Score -3930834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -3930837.000000 Penalty: 12306.012695
	Iteration 37Q: 3 clusters Score -3930837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -3930840.000000 Penalty: 12306.012695
	Iteration 38Q: 3 clusters Score -3930840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -3930840.000000 Penalty: 12306.012695
	Iteration 39F: 3 clusters Score -3930840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (288355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288355 members 
Entering Unmasked Estep 
Score: -49674272.000000 Penalty: 7700.318359
	Iteration 0F: 2 clusters Score -4.967427e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143772 members 
Mstep: Class 2 contains 144583 members 
Entering Unmasked Estep 
Score: -49484360.000000 Penalty: 15400.636719
	Iteration 0F: 3 clusters Score -4.948436e+07 nChanged 136959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137875 members 
Mstep: Class 2 contains 150480 members 
Entering Unmasked Estep 
Score: -49563712.000000 Penalty: 15400.636719
	Iteration 1F: 3 clusters Score -4.956371e+07 nChanged 9893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134304 members 
Mstep: Class 2 contains 154051 members 
Entering Unmasked Estep 
Score: -49566436.000000 Penalty: 15400.636719
	Iteration 2Q: 3 clusters Score -4.956644e+07 nChanged 11038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128860 members 
Mstep: Class 2 contains 159495 members 
Entering Unmasked Estep 
Score: -49569900.000000 Penalty: 15400.636719
	Iteration 3Q: 3 clusters Score -4.95699e+07 nChanged 12882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120824 members 
Mstep: Class 2 contains 167531 members 
Entering Unmasked Estep 
Score: -49575008.000000 Penalty: 15400.636719
	Iteration 4Q: 3 clusters Score -4.957501e+07 nChanged 15299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109361 members 
Mstep: Class 2 contains 178994 members 
Entering Unmasked Estep 
Score: -49582648.000000 Penalty: 15400.636719
	Iteration 5F: 3 clusters Score -4.958265e+07 nChanged 17902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94173 members 
Mstep: Class 2 contains 194182 members 
Entering Unmasked Estep 
Score: -49593908.000000 Penalty: 15400.636719
	Iteration 6F: 3 clusters Score -4.959391e+07 nChanged 20316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75451 members 
Mstep: Class 2 contains 212904 members 
Entering Unmasked Estep 
Score: -49608220.000000 Penalty: 15400.636719
	Iteration 7F: 3 clusters Score -4.960822e+07 nChanged 21318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54793 members 
Mstep: Class 2 contains 233562 members 
Entering Unmasked Estep 
Score: -49625096.000000 Penalty: 15400.636719
	Iteration 8F: 3 clusters Score -4.96251e+07 nChanged 19124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35911 members 
Mstep: Class 2 contains 252444 members 
Entering Unmasked Estep 
Score: -49640844.000000 Penalty: 15400.636719
	Iteration 9F: 3 clusters Score -4.964084e+07 nChanged 14222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21775 members 
Mstep: Class 2 contains 266580 members 
Entering Unmasked Estep 
Score: -49652696.000000 Penalty: 15400.636719
	Iteration 10Q: 3 clusters Score -4.96527e+07 nChanged 8625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 275115 members 
Entering Unmasked Estep 
Score: -49659828.000000 Penalty: 15400.636719
	Iteration 11Q: 3 clusters Score -4.965983e+07 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 279804 members 
Entering Unmasked Estep 
Score: -49663640.000000 Penalty: 15400.636719
	Iteration 12Q: 3 clusters Score -4.966364e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 282157 members 
Entering Unmasked Estep 
Score: -49665516.000000 Penalty: 15400.636719
	Iteration 13Q: 3 clusters Score -4.966552e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 283413 members 
Entering Unmasked Estep 
Score: -49666460.000000 Penalty: 15400.636719
	Iteration 14Q: 3 clusters Score -4.966646e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 284097 members 
Entering Unmasked Estep 
Score: -49667036.000000 Penalty: 15400.636719
	Iteration 15Q: 3 clusters Score -4.966704e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 284493 members 
Entering Unmasked Estep 
Score: -49667504.000000 Penalty: 15400.636719
	Iteration 16Q: 3 clusters Score -4.96675e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 284754 members 
Entering Unmasked Estep 
Score: -49667864.000000 Penalty: 15400.636719
	Iteration 17Q: 3 clusters Score -4.966786e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 284920 members 
Entering Unmasked Estep 
Score: -49668016.000000 Penalty: 15400.636719
	Iteration 18Q: 3 clusters Score -4.966802e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 285035 members 
Entering Unmasked Estep 
Score: -49668052.000000 Penalty: 15400.636719
	Iteration 19Q: 3 clusters Score -4.966805e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 285113 members 
Entering Unmasked Estep 
Score: -49668052.000000 Penalty: 15400.636719
	Iteration 20F: 3 clusters Score -4.966805e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 285187 members 
Entering Unmasked Estep 
Score: -49668140.000000 Penalty: 15400.636719
	Iteration 21Q: 3 clusters Score -4.966814e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 285252 members 
Entering Unmasked Estep 
Score: -49668128.000000 Penalty: 15400.636719
	Iteration 22Q: 3 clusters Score -4.966813e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 285280 members 
Entering Unmasked Estep 
Score: -49668176.000000 Penalty: 15400.636719
	Iteration 23Q: 3 clusters Score -4.966818e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 285304 members 
Entering Unmasked Estep 
Score: -49668232.000000 Penalty: 15400.636719
	Iteration 24Q: 3 clusters Score -4.966823e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 285324 members 
Entering Unmasked Estep 
Score: -49668320.000000 Penalty: 15400.636719
	Iteration 25Q: 3 clusters Score -4.966832e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 285344 members 
Entering Unmasked Estep 
Score: -49668364.000000 Penalty: 15400.636719
	Iteration 26Q: 3 clusters Score -4.966836e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 285363 members 
Entering Unmasked Estep 
Score: -49668320.000000 Penalty: 15400.636719
	Iteration 27Q: 3 clusters Score -4.966832e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 285372 members 
Entering Unmasked Estep 
Score: -49668312.000000 Penalty: 15400.636719
	Iteration 28Q: 3 clusters Score -4.966831e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 285389 members 
Entering Unmasked Estep 
Score: -49668332.000000 Penalty: 15400.636719
	Iteration 29Q: 3 clusters Score -4.966833e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 285393 members 
Entering Unmasked Estep 
Score: -49668356.000000 Penalty: 15400.636719
	Iteration 30Q: 3 clusters Score -4.966836e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 285398 members 
Entering Unmasked Estep 
Score: -49668340.000000 Penalty: 15400.636719
	Iteration 31Q: 3 clusters Score -4.966834e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 285408 members 
Entering Unmasked Estep 
Score: -49668304.000000 Penalty: 15400.636719
	Iteration 32Q: 3 clusters Score -4.96683e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 285414 members 
Entering Unmasked Estep 
Score: -49668328.000000 Penalty: 15400.636719
	Iteration 33Q: 3 clusters Score -4.966833e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 285421 members 
Entering Unmasked Estep 
Score: -49668336.000000 Penalty: 15400.636719
	Iteration 34Q: 3 clusters Score -4.966834e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 285426 members 
Entering Unmasked Estep 
Score: -49668356.000000 Penalty: 15400.636719
	Iteration 35Q: 3 clusters Score -4.966836e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 285430 members 
Entering Unmasked Estep 
Score: -49668340.000000 Penalty: 15400.636719
	Iteration 36Q: 3 clusters Score -4.966834e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 285432 members 
Entering Unmasked Estep 
Score: -49668348.000000 Penalty: 15400.636719
	Iteration 37Q: 3 clusters Score -4.966835e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 285437 members 
Entering Unmasked Estep 
Score: -49668332.000000 Penalty: 15400.636719
	Iteration 38Q: 3 clusters Score -4.966833e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 285438 members 
Entering Unmasked Estep 
Score: -49668336.000000 Penalty: 15400.636719
	Iteration 39Q: 3 clusters Score -4.966834e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 285435 members 
Entering Unmasked Estep 
Score: -49668356.000000 Penalty: 15400.636719
	Iteration 40F: 3 clusters Score -4.966836e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 285432 members 
Entering Unmasked Estep 
Score: -49668368.000000 Penalty: 15400.636719
	Iteration 41Q: 3 clusters Score -4.966837e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 285431 members 
Entering Unmasked Estep 
Score: -49668356.000000 Penalty: 15400.636719
	Iteration 42Q: 3 clusters Score -4.966836e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 285430 members 
Entering Unmasked Estep 
Score: -49668360.000000 Penalty: 15400.636719
	Iteration 43Q: 3 clusters Score -4.966836e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 285430 members 
Entering Unmasked Estep 
Score: -49668360.000000 Penalty: 15400.636719
	Iteration 44F: 3 clusters Score -4.966836e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Entering Unmasked Estep 
Score: -258627.265625 Penalty: 4526.107910
	Iteration 0F: 2 clusters Score -258627.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -253962.125000 Penalty: 9052.215820
	Iteration 0F: 3 clusters Score -253962.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -254569.906250 Penalty: 9052.215820
	Iteration 1F: 3 clusters Score -254569.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -254962.093750 Penalty: 9052.215820
	Iteration 2F: 3 clusters Score -254962.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -255207.296875 Penalty: 9052.215820
	Iteration 3Q: 3 clusters Score -255207.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -255327.359375 Penalty: 9052.215820
	Iteration 4Q: 3 clusters Score -255327.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -255449.640625 Penalty: 9052.215820
	Iteration 5Q: 3 clusters Score -255449.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -255541.906250 Penalty: 9052.215820
	Iteration 6Q: 3 clusters Score -255541.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -255621.296875 Penalty: 9052.215820
	Iteration 7Q: 3 clusters Score -255621.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -255722.203125 Penalty: 9052.215820
	Iteration 8Q: 3 clusters Score -255722.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -255808.203125 Penalty: 9052.215820
	Iteration 9Q: 3 clusters Score -255808.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -255904.515625 Penalty: 9052.215820
	Iteration 10Q: 3 clusters Score -255904.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -256001.687500 Penalty: 9052.215820
	Iteration 11Q: 3 clusters Score -256001.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -256055.390625 Penalty: 9052.215820
	Iteration 12Q: 3 clusters Score -256055.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -256086.468750 Penalty: 9052.215820
	Iteration 13Q: 3 clusters Score -256086.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -256098.390625 Penalty: 9052.215820
	Iteration 14Q: 3 clusters Score -256098.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -256103.921875 Penalty: 9052.215820
	Iteration 15Q: 3 clusters Score -256103.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -256104.937500 Penalty: 9052.215820
	Iteration 16Q: 3 clusters Score -256104.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -256107.500000 Penalty: 9052.215820
	Iteration 17Q: 3 clusters Score -256107.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -256113.046875 Penalty: 9052.215820
	Iteration 18Q: 3 clusters Score -256113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -256114.484375 Penalty: 9052.215820
	Iteration 19Q: 3 clusters Score -256114.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -256121.671875 Penalty: 9052.215820
	Iteration 20F: 3 clusters Score -256121.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -256154.421875 Penalty: 9052.215820
	Iteration 21Q: 3 clusters Score -256154.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -256176.406250 Penalty: 9052.215820
	Iteration 22Q: 3 clusters Score -256176.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -256205.984375 Penalty: 9052.215820
	Iteration 23Q: 3 clusters Score -256206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -256235.171875 Penalty: 9052.215820
	Iteration 24Q: 3 clusters Score -256235.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -256267.703125 Penalty: 9052.215820
	Iteration 25Q: 3 clusters Score -256267.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -256293.421875 Penalty: 9052.215820
	Iteration 26Q: 3 clusters Score -256293.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -256303.312500 Penalty: 9052.215820
	Iteration 27Q: 3 clusters Score -256303.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -256316.843750 Penalty: 9052.215820
	Iteration 28Q: 3 clusters Score -256316.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -256333.390625 Penalty: 9052.215820
	Iteration 29Q: 3 clusters Score -256333.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -256349.531250 Penalty: 9052.215820
	Iteration 30Q: 3 clusters Score -256349.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -256360.656250 Penalty: 9052.215820
	Iteration 31Q: 3 clusters Score -256360.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -256395.250000 Penalty: 9052.215820
	Iteration 32Q: 3 clusters Score -256395.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -256440.906250 Penalty: 9052.215820
	Iteration 33Q: 3 clusters Score -256440.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -256489.515625 Penalty: 9052.215820
	Iteration 34Q: 3 clusters Score -256489.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -256545.078125 Penalty: 9052.215820
	Iteration 35Q: 3 clusters Score -256545.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -256578.562500 Penalty: 9052.215820
	Iteration 36Q: 3 clusters Score -256578.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -256595.843750 Penalty: 9052.215820
	Iteration 37Q: 3 clusters Score -256595.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -256614.265625 Penalty: 9052.215820
	Iteration 38Q: 3 clusters Score -256614.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -256626.609375 Penalty: 9052.215820
	Iteration 39Q: 3 clusters Score -256626.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -256629.125000 Penalty: 9052.215820
	Iteration 40F: 3 clusters Score -256629.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (20855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Entering Unmasked Estep 
Score: -3618603.750000 Penalty: 6091.525879
	Iteration 0F: 2 clusters Score -3618604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -3601496.250000 Penalty: 12183.051758
	Iteration 0F: 3 clusters Score -3601496 nChanged 8598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -3606178.500000 Penalty: 12183.051758
	Iteration 1F: 3 clusters Score -3606178 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -3606968.750000 Penalty: 12183.051758
	Iteration 2F: 3 clusters Score -3606969 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -3607510.250000 Penalty: 12183.051758
	Iteration 3F: 3 clusters Score -3607510 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -3607897.000000 Penalty: 12183.051758
	Iteration 4Q: 3 clusters Score -3607897 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -3608237.750000 Penalty: 12183.051758
	Iteration 5Q: 3 clusters Score -3608238 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -3608509.250000 Penalty: 12183.051758
	Iteration 6Q: 3 clusters Score -3608509 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -3608788.500000 Penalty: 12183.051758
	Iteration 7Q: 3 clusters Score -3608788 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -3609058.250000 Penalty: 12183.051758
	Iteration 8Q: 3 clusters Score -3609058 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -3609335.000000 Penalty: 12183.051758
	Iteration 9Q: 3 clusters Score -3609335 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -3609645.750000 Penalty: 12183.051758
	Iteration 10Q: 3 clusters Score -3609646 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -3609990.750000 Penalty: 12183.051758
	Iteration 11Q: 3 clusters Score -3609991 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -3610444.250000 Penalty: 12183.051758
	Iteration 12Q: 3 clusters Score -3610444 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -3611026.250000 Penalty: 12183.051758
	Iteration 13Q: 3 clusters Score -3611026 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -3611716.250000 Penalty: 12183.051758
	Iteration 14Q: 3 clusters Score -3611716 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -3612435.250000 Penalty: 12183.051758
	Iteration 15Q: 3 clusters Score -3612435 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -3613115.500000 Penalty: 12183.051758
	Iteration 16Q: 3 clusters Score -3613116 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -3613687.750000 Penalty: 12183.051758
	Iteration 17Q: 3 clusters Score -3613688 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -3614106.250000 Penalty: 12183.051758
	Iteration 18Q: 3 clusters Score -3614106 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -3614409.250000 Penalty: 12183.051758
	Iteration 19Q: 3 clusters Score -3614409 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -3614586.750000 Penalty: 12183.051758
	Iteration 20F: 3 clusters Score -3614587 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -3614695.250000 Penalty: 12183.051758
	Iteration 21Q: 3 clusters Score -3614695 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -3614775.500000 Penalty: 12183.051758
	Iteration 22Q: 3 clusters Score -3614776 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -3614801.500000 Penalty: 12183.051758
	Iteration 23Q: 3 clusters Score -3614802 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -3614831.750000 Penalty: 12183.051758
	Iteration 24Q: 3 clusters Score -3614832 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -3614858.000000 Penalty: 12183.051758
	Iteration 25Q: 3 clusters Score -3614858 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -3614890.250000 Penalty: 12183.051758
	Iteration 26Q: 3 clusters Score -3614890 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -3614908.000000 Penalty: 12183.051758
	Iteration 27Q: 3 clusters Score -3614908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -3614915.750000 Penalty: 12183.051758
	Iteration 28Q: 3 clusters Score -3614916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -3614928.500000 Penalty: 12183.051758
	Iteration 29Q: 3 clusters Score -3614928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -3614929.750000 Penalty: 12183.051758
	Iteration 30Q: 3 clusters Score -3614930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -3614942.500000 Penalty: 12183.051758
	Iteration 31Q: 3 clusters Score -3614942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -3614941.500000 Penalty: 12183.051758
	Iteration 32Q: 3 clusters Score -3614942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -3614944.500000 Penalty: 12183.051758
	Iteration 33Q: 3 clusters Score -3614944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -3614944.500000 Penalty: 12183.051758
	Iteration 34F: 3 clusters Score -3614944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (24216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Entering Unmasked Estep 
Score: -4223935.500000 Penalty: 6183.045898
	Iteration 0F: 2 clusters Score -4223936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -4204705.500000 Penalty: 12366.091797
	Iteration 0F: 3 clusters Score -4204706 nChanged 10012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -4209963.500000 Penalty: 12366.091797
	Iteration 1F: 3 clusters Score -4209964 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -4210624.500000 Penalty: 12366.091797
	Iteration 2F: 3 clusters Score -4210624 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -4211071.500000 Penalty: 12366.091797
	Iteration 3Q: 3 clusters Score -4211072 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -4211396.500000 Penalty: 12366.091797
	Iteration 4Q: 3 clusters Score -4211396 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -4211644.500000 Penalty: 12366.091797
	Iteration 5Q: 3 clusters Score -4211644 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -4211855.500000 Penalty: 12366.091797
	Iteration 6Q: 3 clusters Score -4211856 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -4212046.000000 Penalty: 12366.091797
	Iteration 7Q: 3 clusters Score -4212046 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -4212225.000000 Penalty: 12366.091797
	Iteration 8Q: 3 clusters Score -4212225 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -4212420.000000 Penalty: 12366.091797
	Iteration 9Q: 3 clusters Score -4212420 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -4212633.500000 Penalty: 12366.091797
	Iteration 10Q: 3 clusters Score -4212634 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -4212881.000000 Penalty: 12366.091797
	Iteration 11Q: 3 clusters Score -4212881 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -4213127.500000 Penalty: 12366.091797
	Iteration 12Q: 3 clusters Score -4213128 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -4213446.000000 Penalty: 12366.091797
	Iteration 13Q: 3 clusters Score -4213446 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -4213815.000000 Penalty: 12366.091797
	Iteration 14Q: 3 clusters Score -4213815 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -4214269.500000 Penalty: 12366.091797
	Iteration 15Q: 3 clusters Score -4214270 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -4214800.500000 Penalty: 12366.091797
	Iteration 16Q: 3 clusters Score -4214800 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -4215427.500000 Penalty: 12366.091797
	Iteration 17Q: 3 clusters Score -4215428 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -4216072.500000 Penalty: 12366.091797
	Iteration 18Q: 3 clusters Score -4216072 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -4216637.000000 Penalty: 12366.091797
	Iteration 19Q: 3 clusters Score -4216637 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -4217084.500000 Penalty: 12366.091797
	Iteration 20F: 3 clusters Score -4217084 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -4217442.500000 Penalty: 12366.091797
	Iteration 21Q: 3 clusters Score -4217442 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -4217774.000000 Penalty: 12366.091797
	Iteration 22Q: 3 clusters Score -4217774 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -4218013.500000 Penalty: 12366.091797
	Iteration 23Q: 3 clusters Score -4218014 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -4218180.000000 Penalty: 12366.091797
	Iteration 24Q: 3 clusters Score -4218180 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -4218304.500000 Penalty: 12366.091797
	Iteration 25Q: 3 clusters Score -4218304 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -4218389.500000 Penalty: 12366.091797
	Iteration 26Q: 3 clusters Score -4218390 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -4218447.000000 Penalty: 12366.091797
	Iteration 27Q: 3 clusters Score -4218447 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -4218489.500000 Penalty: 12366.091797
	Iteration 28Q: 3 clusters Score -4218490 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -4218532.500000 Penalty: 12366.091797
	Iteration 29Q: 3 clusters Score -4218532 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -4218565.000000 Penalty: 12366.091797
	Iteration 30Q: 3 clusters Score -4218565 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22984 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -4218593.500000 Penalty: 12366.091797
	Iteration 31Q: 3 clusters Score -4218594 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -4218598.000000 Penalty: 12366.091797
	Iteration 32Q: 3 clusters Score -4218598 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -4218608.000000 Penalty: 12366.091797
	Iteration 33Q: 3 clusters Score -4218608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -4218613.000000 Penalty: 12366.091797
	Iteration 34Q: 3 clusters Score -4218613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23033 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -4218615.500000 Penalty: 12366.091797
	Iteration 35Q: 3 clusters Score -4218616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -4218622.000000 Penalty: 12366.091797
	Iteration 36Q: 3 clusters Score -4218622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -4218621.000000 Penalty: 12366.091797
	Iteration 37Q: 3 clusters Score -4218621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -4218621.500000 Penalty: 12366.091797
	Iteration 38Q: 3 clusters Score -4218622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -4218628.500000 Penalty: 12366.091797
	Iteration 39Q: 3 clusters Score -4218628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -4218628.000000 Penalty: 12366.091797
	Iteration 40F: 3 clusters Score -4218628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -4218632.500000 Penalty: 12366.091797
	Iteration 41Q: 3 clusters Score -4218632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -4218636.000000 Penalty: 12366.091797
	Iteration 42Q: 3 clusters Score -4218636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -4218636.000000 Penalty: 12366.091797
	Iteration 43F: 3 clusters Score -4218636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Entering Unmasked Estep 
Score: -266833.687500 Penalty: 4544.370605
	Iteration 0F: 2 clusters Score -266833.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -262224.000000 Penalty: 9088.741211
	Iteration 0F: 3 clusters Score -262224 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -263082.406250 Penalty: 9088.741211
	Iteration 1F: 3 clusters Score -263082.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -263581.093750 Penalty: 9088.741211
	Iteration 2F: 3 clusters Score -263581.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -263897.906250 Penalty: 9088.741211
	Iteration 3F: 3 clusters Score -263897.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -264108.500000 Penalty: 9088.741211
	Iteration 4Q: 3 clusters Score -264108.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -264283.062500 Penalty: 9088.741211
	Iteration 5Q: 3 clusters Score -264283.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -264460.406250 Penalty: 9088.741211
	Iteration 6Q: 3 clusters Score -264460.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -264604.375000 Penalty: 9088.741211
	Iteration 7Q: 3 clusters Score -264604.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -264691.000000 Penalty: 9088.741211
	Iteration 8Q: 3 clusters Score -264691 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -264742.531250 Penalty: 9088.741211
	Iteration 9Q: 3 clusters Score -264742.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -264775.968750 Penalty: 9088.741211
	Iteration 10Q: 3 clusters Score -264776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -264791.218750 Penalty: 9088.741211
	Iteration 11Q: 3 clusters Score -264791.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -264796.875000 Penalty: 9088.741211
	Iteration 12Q: 3 clusters Score -264796.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -264803.031250 Penalty: 9088.741211
	Iteration 13Q: 3 clusters Score -264803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -264809.968750 Penalty: 9088.741211
	Iteration 14Q: 3 clusters Score -264810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -264814.343750 Penalty: 9088.741211
	Iteration 15Q: 3 clusters Score -264814.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -264816.562500 Penalty: 9088.741211
	Iteration 16Q: 3 clusters Score -264816.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -264819.187500 Penalty: 9088.741211
	Iteration 17Q: 3 clusters Score -264819.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -264820.156250 Penalty: 9088.741211
	Iteration 18Q: 3 clusters Score -264820.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -264820.156250 Penalty: 9088.741211
	Iteration 19F: 3 clusters Score -264820.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Entering Unmasked Estep 
Score: -208970.843750 Penalty: 4423.374512
	Iteration 0F: 2 clusters Score -208970.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -204536.218750 Penalty: 8846.749023
	Iteration 0F: 3 clusters Score -204536.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -205020.578125 Penalty: 8846.749023
	Iteration 1F: 3 clusters Score -205020.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -205131.484375 Penalty: 8846.749023
	Iteration 2Q: 3 clusters Score -205131.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -205163.343750 Penalty: 8846.749023
	Iteration 3Q: 3 clusters Score -205163.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -205174.437500 Penalty: 8846.749023
	Iteration 4Q: 3 clusters Score -205174.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -205188.250000 Penalty: 8846.749023
	Iteration 5Q: 3 clusters Score -205188.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -205195.890625 Penalty: 8846.749023
	Iteration 6Q: 3 clusters Score -205195.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -205198.187500 Penalty: 8846.749023
	Iteration 7Q: 3 clusters Score -205198.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -205198.187500 Penalty: 8846.749023
	Iteration 8F: 3 clusters Score -205198.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Entering Unmasked Estep 
Score: -171374.812500 Penalty: 4311.254883
	Iteration 0F: 2 clusters Score -171374.8 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 570 members 
Entering Unmasked Estep 
Score: -167290.718750 Penalty: 8622.509766
	Iteration 0F: 3 clusters Score -167290.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -167875.343750 Penalty: 8622.509766
	Iteration 1F: 3 clusters Score -167875.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -168324.203125 Penalty: 8622.509766
	Iteration 2F: 3 clusters Score -168324.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -168667.375000 Penalty: 8622.509766
	Iteration 3Q: 3 clusters Score -168667.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -169054.546875 Penalty: 8622.509766
	Iteration 4Q: 3 clusters Score -169054.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -169685.156250 Penalty: 8622.509766
	Iteration 5Q: 3 clusters Score -169685.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -169872.500000 Penalty: 8622.509766
	Iteration 6Q: 3 clusters Score -169872.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -169968.265625 Penalty: 8622.509766
	Iteration 7Q: 3 clusters Score -169968.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -170030.687500 Penalty: 8622.509766
	Iteration 8Q: 3 clusters Score -170030.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -170069.468750 Penalty: 8622.509766
	Iteration 9Q: 3 clusters Score -170069.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -170084.656250 Penalty: 8622.509766
	Iteration 10Q: 3 clusters Score -170084.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -170088.984375 Penalty: 8622.509766
	Iteration 11Q: 3 clusters Score -170089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -170093.375000 Penalty: 8622.509766
	Iteration 12Q: 3 clusters Score -170093.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -170097.937500 Penalty: 8622.509766
	Iteration 13Q: 3 clusters Score -170097.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -170110.031250 Penalty: 8622.509766
	Iteration 14F: 3 clusters Score -170110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -170213.968750 Penalty: 8622.509766
	Iteration 15Q: 3 clusters Score -170214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -170244.593750 Penalty: 8622.509766
	Iteration 16Q: 3 clusters Score -170244.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -170273.421875 Penalty: 8622.509766
	Iteration 17Q: 3 clusters Score -170273.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -170300.203125 Penalty: 8622.509766
	Iteration 18Q: 3 clusters Score -170300.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -170323.531250 Penalty: 8622.509766
	Iteration 19Q: 3 clusters Score -170323.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -170353.093750 Penalty: 8622.509766
	Iteration 20F: 3 clusters Score -170353.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -170390.156250 Penalty: 8622.509766
	Iteration 21Q: 3 clusters Score -170390.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -170409.984375 Penalty: 8622.509766
	Iteration 22Q: 3 clusters Score -170410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -170438.296875 Penalty: 8622.509766
	Iteration 23Q: 3 clusters Score -170438.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -170466.953125 Penalty: 8622.509766
	Iteration 24Q: 3 clusters Score -170467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -170476.953125 Penalty: 8622.509766
	Iteration 25Q: 3 clusters Score -170477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -170488.734375 Penalty: 8622.509766
	Iteration 26Q: 3 clusters Score -170488.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -170495.875000 Penalty: 8622.509766
	Iteration 27Q: 3 clusters Score -170495.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -170497.796875 Penalty: 8622.509766
	Iteration 28Q: 3 clusters Score -170497.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -170497.796875 Penalty: 8622.509766
	Iteration 29F: 3 clusters Score -170497.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (87851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87851 members 
Entering Unmasked Estep 
Score: -14836722.000000 Penalty: 6972.330566
	Iteration 0F: 2 clusters Score -1.483672e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44107 members 
Mstep: Class 2 contains 43744 members 
Entering Unmasked Estep 
Score: -14776451.000000 Penalty: 13944.661133
	Iteration 0F: 3 clusters Score -1.477645e+07 nChanged 40075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45694 members 
Mstep: Class 2 contains 42157 members 
Entering Unmasked Estep 
Score: -14798468.000000 Penalty: 13944.661133
	Iteration 1F: 3 clusters Score -1.479847e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46670 members 
Mstep: Class 2 contains 41181 members 
Entering Unmasked Estep 
Score: -14799439.000000 Penalty: 13944.661133
	Iteration 2Q: 3 clusters Score -1.479944e+07 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48029 members 
Mstep: Class 2 contains 39822 members 
Entering Unmasked Estep 
Score: -14800350.000000 Penalty: 13944.661133
	Iteration 3Q: 3 clusters Score -1.480035e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49919 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
Score: -14801221.000000 Penalty: 13944.661133
	Iteration 4Q: 3 clusters Score -1.480122e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52622 members 
Mstep: Class 2 contains 35229 members 
Entering Unmasked Estep 
Score: -14802414.000000 Penalty: 13944.661133
	Iteration 5Q: 3 clusters Score -1.480241e+07 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56344 members 
Mstep: Class 2 contains 31507 members 
Entering Unmasked Estep 
Score: -14804326.000000 Penalty: 13944.661133
	Iteration 6Q: 3 clusters Score -1.480433e+07 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61283 members 
Mstep: Class 2 contains 26568 members 
Entering Unmasked Estep 
Score: -14807311.000000 Penalty: 13944.661133
	Iteration 7F: 3 clusters Score -1.480731e+07 nChanged 6163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67380 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -14811849.000000 Penalty: 13944.661133
	Iteration 8F: 3 clusters Score -1.481185e+07 nChanged 6901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74251 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -14818012.000000 Penalty: 13944.661133
	Iteration 9F: 3 clusters Score -1.481801e+07 nChanged 6001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80206 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -14823905.000000 Penalty: 13944.661133
	Iteration 10F: 3 clusters Score -1.48239e+07 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84050 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -14827984.000000 Penalty: 13944.661133
	Iteration 11Q: 3 clusters Score -1.482798e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85832 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -14829870.000000 Penalty: 13944.661133
	Iteration 12Q: 3 clusters Score -1.482987e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86518 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -14830656.000000 Penalty: 13944.661133
	Iteration 13Q: 3 clusters Score -1.483066e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86800 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -14831037.000000 Penalty: 13944.661133
	Iteration 14Q: 3 clusters Score -1.483104e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86911 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -14831186.000000 Penalty: 13944.661133
	Iteration 15Q: 3 clusters Score -1.483119e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86955 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -14831226.000000 Penalty: 13944.661133
	Iteration 16Q: 3 clusters Score -1.483123e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86978 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -14831264.000000 Penalty: 13944.661133
	Iteration 17Q: 3 clusters Score -1.483126e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86988 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -14831303.000000 Penalty: 13944.661133
	Iteration 18Q: 3 clusters Score -1.48313e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86995 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -14831331.000000 Penalty: 13944.661133
	Iteration 19Q: 3 clusters Score -1.483133e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87003 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -14831374.000000 Penalty: 13944.661133
	Iteration 20F: 3 clusters Score -1.483137e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87007 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -14831390.000000 Penalty: 13944.661133
	Iteration 21Q: 3 clusters Score -1.483139e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87013 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -14831413.000000 Penalty: 13944.661133
	Iteration 22Q: 3 clusters Score -1.483141e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87019 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -14831410.000000 Penalty: 13944.661133
	Iteration 23Q: 3 clusters Score -1.483141e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87023 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -14831422.000000 Penalty: 13944.661133
	Iteration 24Q: 3 clusters Score -1.483142e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87032 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -14831423.000000 Penalty: 13944.661133
	Iteration 25Q: 3 clusters Score -1.483142e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87033 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -14831411.000000 Penalty: 13944.661133
	Iteration 26Q: 3 clusters Score -1.483141e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87034 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -14831421.000000 Penalty: 13944.661133
	Iteration 27Q: 3 clusters Score -1.483142e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87036 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -14831429.000000 Penalty: 13944.661133
	Iteration 28Q: 3 clusters Score -1.483143e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87038 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -14831444.000000 Penalty: 13944.661133
	Iteration 29Q: 3 clusters Score -1.483144e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87041 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -14831442.000000 Penalty: 13944.661133
	Iteration 30Q: 3 clusters Score -1.483144e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87041 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -14831442.000000 Penalty: 13944.661133
	Iteration 31F: 3 clusters Score -1.483144e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (513168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513168 members 
Entering Unmasked Estep 
Score: -88122760.000000 Penalty: 8053.369629
	Iteration 0F: 2 clusters Score -8.812276e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257068 members 
Mstep: Class 2 contains 256100 members 
Entering Unmasked Estep 
Score: -87803168.000000 Penalty: 16106.739258
	Iteration 0F: 3 clusters Score -8.780317e+07 nChanged 246919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267291 members 
Mstep: Class 2 contains 245877 members 
Entering Unmasked Estep 
Score: -87950512.000000 Penalty: 16106.739258
	Iteration 1F: 3 clusters Score -8.795051e+07 nChanged 13276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273499 members 
Mstep: Class 2 contains 239669 members 
Entering Unmasked Estep 
Score: -87953648.000000 Penalty: 16106.739258
	Iteration 2Q: 3 clusters Score -8.795365e+07 nChanged 14789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282932 members 
Mstep: Class 2 contains 230236 members 
Entering Unmasked Estep 
Score: -87957752.000000 Penalty: 16106.739258
	Iteration 3Q: 3 clusters Score -8.795775e+07 nChanged 17692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297050 members 
Mstep: Class 2 contains 216118 members 
Entering Unmasked Estep 
Score: -87963864.000000 Penalty: 16106.739258
	Iteration 4Q: 3 clusters Score -8.796386e+07 nChanged 22846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317920 members 
Mstep: Class 2 contains 195248 members 
Entering Unmasked Estep 
Score: -87973824.000000 Penalty: 16106.739258
	Iteration 5Q: 3 clusters Score -8.797382e+07 nChanged 30508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347604 members 
Mstep: Class 2 contains 165564 members 
Entering Unmasked Estep 
Score: -87992576.000000 Penalty: 16106.739258
	Iteration 6F: 3 clusters Score -8.799258e+07 nChanged 39172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386490 members 
Mstep: Class 2 contains 126678 members 
Entering Unmasked Estep 
Score: -88023544.000000 Penalty: 16106.739258
	Iteration 7F: 3 clusters Score -8.802354e+07 nChanged 44364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430806 members 
Mstep: Class 2 contains 82362 members 
Entering Unmasked Estep 
Score: -88061104.000000 Penalty: 16106.739258
	Iteration 8F: 3 clusters Score -8.80611e+07 nChanged 38695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469491 members 
Mstep: Class 2 contains 43677 members 
Entering Unmasked Estep 
Score: -88089128.000000 Penalty: 16106.739258
	Iteration 9F: 3 clusters Score -8.808913e+07 nChanged 23689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493174 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -88103368.000000 Penalty: 16106.739258
	Iteration 10Q: 3 clusters Score -8.810337e+07 nChanged 11451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504615 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -88110136.000000 Penalty: 16106.739258
	Iteration 11Q: 3 clusters Score -8.811014e+07 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509354 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -88113136.000000 Penalty: 16106.739258
	Iteration 12Q: 3 clusters Score -8.811314e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511075 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -88114384.000000 Penalty: 16106.739258
	Iteration 13Q: 3 clusters Score -8.811438e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511682 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -88115112.000000 Penalty: 16106.739258
	Iteration 14Q: 3 clusters Score -8.811511e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511928 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -88115512.000000 Penalty: 16106.739258
	Iteration 15Q: 3 clusters Score -8.811551e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512060 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -88115704.000000 Penalty: 16106.739258
	Iteration 16Q: 3 clusters Score -8.81157e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512103 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -88115864.000000 Penalty: 16106.739258
	Iteration 17Q: 3 clusters Score -8.811586e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512127 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -88115912.000000 Penalty: 16106.739258
	Iteration 18Q: 3 clusters Score -8.811591e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512145 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -88115960.000000 Penalty: 16106.739258
	Iteration 19Q: 3 clusters Score -8.811596e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512155 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -88116024.000000 Penalty: 16106.739258
	Iteration 20F: 3 clusters Score -8.811602e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512174 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -88116000.000000 Penalty: 16106.739258
	Iteration 21Q: 3 clusters Score -8.8116e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512184 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -88116016.000000 Penalty: 16106.739258
	Iteration 22Q: 3 clusters Score -8.811602e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512192 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -88116072.000000 Penalty: 16106.739258
	Iteration 23Q: 3 clusters Score -8.811607e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512196 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -88116024.000000 Penalty: 16106.739258
	Iteration 24Q: 3 clusters Score -8.811602e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512198 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -88116104.000000 Penalty: 16106.739258
	Iteration 25Q: 3 clusters Score -8.81161e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512203 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -88116160.000000 Penalty: 16106.739258
	Iteration 26Q: 3 clusters Score -8.811616e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512202 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -88116200.000000 Penalty: 16106.739258
	Iteration 27Q: 3 clusters Score -8.81162e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512199 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -88116160.000000 Penalty: 16106.739258
	Iteration 28Q: 3 clusters Score -8.811616e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512201 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -88116192.000000 Penalty: 16106.739258
	Iteration 29Q: 3 clusters Score -8.811619e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512200 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -88116224.000000 Penalty: 16106.739258
	Iteration 30Q: 3 clusters Score -8.811622e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512201 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -88116200.000000 Penalty: 16106.739258
	Iteration 31Q: 3 clusters Score -8.81162e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512195 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -88116184.000000 Penalty: 16106.739258
	Iteration 32Q: 3 clusters Score -8.811618e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512194 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -88116136.000000 Penalty: 16106.739258
	Iteration 33Q: 3 clusters Score -8.811614e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512192 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -88116160.000000 Penalty: 16106.739258
	Iteration 34Q: 3 clusters Score -8.811616e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512193 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -88116136.000000 Penalty: 16106.739258
	Iteration 35Q: 3 clusters Score -8.811614e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512194 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -88116200.000000 Penalty: 16106.739258
	Iteration 36Q: 3 clusters Score -8.81162e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512194 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -88116224.000000 Penalty: 16106.739258
	Iteration 37Q: 3 clusters Score -8.811622e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512193 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -88116216.000000 Penalty: 16106.739258
	Iteration 38Q: 3 clusters Score -8.811622e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512194 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -88116200.000000 Penalty: 16106.739258
	Iteration 39Q: 3 clusters Score -8.81162e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512196 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -88116200.000000 Penalty: 16106.739258
	Iteration 40F: 3 clusters Score -8.81162e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512197 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -88116192.000000 Penalty: 16106.739258
	Iteration 41Q: 3 clusters Score -8.811619e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512197 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -88116192.000000 Penalty: 16106.739258
	Iteration 42F: 3 clusters Score -8.811619e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Entering Unmasked Estep 
Score: -88682.218750 Penalty: 3952.845459
	Iteration 0F: 2 clusters Score -88682.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -85172.335938 Penalty: 7905.690918
	Iteration 0F: 3 clusters Score -85172.34 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -85476.039062 Penalty: 7905.690918
	Iteration 1F: 3 clusters Score -85476.04 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -85606.015625 Penalty: 7905.690918
	Iteration 2Q: 3 clusters Score -85606.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -85621.476562 Penalty: 7905.690918
	Iteration 3Q: 3 clusters Score -85621.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -85636.218750 Penalty: 7905.690918
	Iteration 4Q: 3 clusters Score -85636.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -85655.765625 Penalty: 7905.690918
	Iteration 5Q: 3 clusters Score -85655.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -85663.492188 Penalty: 7905.690918
	Iteration 6Q: 3 clusters Score -85663.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -85666.187500 Penalty: 7905.690918
	Iteration 7Q: 3 clusters Score -85666.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -85666.187500 Penalty: 7905.690918
	Iteration 8F: 3 clusters Score -85666.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Entering Unmasked Estep 
Score: -1889623.750000 Penalty: 5723.198242
	Iteration 0F: 2 clusters Score -1889624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1878497.750000 Penalty: 11446.396484
	Iteration 0F: 3 clusters Score -1878498 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1880943.375000 Penalty: 11446.396484
	Iteration 1F: 3 clusters Score -1880943 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1881399.625000 Penalty: 11446.396484
	Iteration 2F: 3 clusters Score -1881400 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1881688.750000 Penalty: 11446.396484
	Iteration 3Q: 3 clusters Score -1881689 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1881879.750000 Penalty: 11446.396484
	Iteration 4Q: 3 clusters Score -1881880 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1882018.625000 Penalty: 11446.396484
	Iteration 5Q: 3 clusters Score -1882019 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1882183.000000 Penalty: 11446.396484
	Iteration 6Q: 3 clusters Score -1882183 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1882358.875000 Penalty: 11446.396484
	Iteration 7Q: 3 clusters Score -1882359 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1882555.875000 Penalty: 11446.396484
	Iteration 8Q: 3 clusters Score -1882556 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1882749.000000 Penalty: 11446.396484
	Iteration 9Q: 3 clusters Score -1882749 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1882979.625000 Penalty: 11446.396484
	Iteration 10Q: 3 clusters Score -1882980 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1883216.125000 Penalty: 11446.396484
	Iteration 11Q: 3 clusters Score -1883216 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1883488.875000 Penalty: 11446.396484
	Iteration 12Q: 3 clusters Score -1883489 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1883798.500000 Penalty: 11446.396484
	Iteration 13Q: 3 clusters Score -1883798 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1884081.625000 Penalty: 11446.396484
	Iteration 14Q: 3 clusters Score -1884082 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1884325.375000 Penalty: 11446.396484
	Iteration 15Q: 3 clusters Score -1884325 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1884554.250000 Penalty: 11446.396484
	Iteration 16Q: 3 clusters Score -1884554 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1884784.000000 Penalty: 11446.396484
	Iteration 17Q: 3 clusters Score -1884784 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1884976.125000 Penalty: 11446.396484
	Iteration 18Q: 3 clusters Score -1884976 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1885107.250000 Penalty: 11446.396484
	Iteration 19Q: 3 clusters Score -1885107 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1885213.000000 Penalty: 11446.396484
	Iteration 20F: 3 clusters Score -1885213 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1885301.625000 Penalty: 11446.396484
	Iteration 21Q: 3 clusters Score -1885302 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1885383.625000 Penalty: 11446.396484
	Iteration 22Q: 3 clusters Score -1885384 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1885453.750000 Penalty: 11446.396484
	Iteration 23Q: 3 clusters Score -1885454 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1885512.250000 Penalty: 11446.396484
	Iteration 24Q: 3 clusters Score -1885512 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1885571.750000 Penalty: 11446.396484
	Iteration 25Q: 3 clusters Score -1885572 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1885612.375000 Penalty: 11446.396484
	Iteration 26Q: 3 clusters Score -1885612 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1885644.000000 Penalty: 11446.396484
	Iteration 27Q: 3 clusters Score -1885644 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1885662.125000 Penalty: 11446.396484
	Iteration 28Q: 3 clusters Score -1885662 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1885689.500000 Penalty: 11446.396484
	Iteration 29Q: 3 clusters Score -1885690 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1885714.625000 Penalty: 11446.396484
	Iteration 30Q: 3 clusters Score -1885715 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1885733.500000 Penalty: 11446.396484
	Iteration 31Q: 3 clusters Score -1885734 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1885746.875000 Penalty: 11446.396484
	Iteration 32Q: 3 clusters Score -1885747 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1885760.000000 Penalty: 11446.396484
	Iteration 33Q: 3 clusters Score -1885760 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1885777.250000 Penalty: 11446.396484
	Iteration 34Q: 3 clusters Score -1885777 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1885788.000000 Penalty: 11446.396484
	Iteration 35Q: 3 clusters Score -1885788 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1885796.000000 Penalty: 11446.396484
	Iteration 36Q: 3 clusters Score -1885796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1885800.500000 Penalty: 11446.396484
	Iteration 37Q: 3 clusters Score -1885800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1885808.250000 Penalty: 11446.396484
	Iteration 38Q: 3 clusters Score -1885808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1885811.125000 Penalty: 11446.396484
	Iteration 39Q: 3 clusters Score -1885811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1885816.500000 Penalty: 11446.396484
	Iteration 40F: 3 clusters Score -1885816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1885815.500000 Penalty: 11446.396484
	Iteration 41Q: 3 clusters Score -1885816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1885815.500000 Penalty: 11446.396484
	Iteration 42F: 3 clusters Score -1885816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (46223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46223 members 
Entering Unmasked Estep 
Score: -8032629.000000 Penalty: 6579.005371
	Iteration 0F: 2 clusters Score -8032629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 23184 members 
Entering Unmasked Estep 
Score: -7999460.000000 Penalty: 13158.010742
	Iteration 0F: 3 clusters Score -7999460 nChanged 20099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -8010009.500000 Penalty: 13158.010742
	Iteration 1F: 3 clusters Score -8010010 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 23902 members 
Entering Unmasked Estep 
Score: -8010919.000000 Penalty: 13158.010742
	Iteration 2F: 3 clusters Score -8010919 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -8011734.500000 Penalty: 13158.010742
	Iteration 3Q: 3 clusters Score -8011734 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 24970 members 
Entering Unmasked Estep 
Score: -8012464.500000 Penalty: 13158.010742
	Iteration 4Q: 3 clusters Score -8012464 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 25580 members 
Entering Unmasked Estep 
Score: -8013141.000000 Penalty: 13158.010742
	Iteration 5Q: 3 clusters Score -8013141 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -8013874.500000 Penalty: 13158.010742
	Iteration 6Q: 3 clusters Score -8013874 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 27074 members 
Entering Unmasked Estep 
Score: -8014655.500000 Penalty: 13158.010742
	Iteration 7Q: 3 clusters Score -8014656 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 27968 members 
Entering Unmasked Estep 
Score: -8015628.000000 Penalty: 13158.010742
	Iteration 8Q: 3 clusters Score -8015628 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 28903 members 
Entering Unmasked Estep 
Score: -8016585.000000 Penalty: 13158.010742
	Iteration 9Q: 3 clusters Score -8016585 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 29880 members 
Entering Unmasked Estep 
Score: -8017561.500000 Penalty: 13158.010742
	Iteration 10Q: 3 clusters Score -8017562 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 30861 members 
Entering Unmasked Estep 
Score: -8018500.000000 Penalty: 13158.010742
	Iteration 11Q: 3 clusters Score -8018500 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 31880 members 
Entering Unmasked Estep 
Score: -8019360.500000 Penalty: 13158.010742
	Iteration 12Q: 3 clusters Score -8019360 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 32882 members 
Entering Unmasked Estep 
Score: -8020136.000000 Penalty: 13158.010742
	Iteration 13Q: 3 clusters Score -8020136 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 33905 members 
Entering Unmasked Estep 
Score: -8020886.000000 Penalty: 13158.010742
	Iteration 14Q: 3 clusters Score -8020886 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 34879 members 
Entering Unmasked Estep 
Score: -8021522.000000 Penalty: 13158.010742
	Iteration 15Q: 3 clusters Score -8021522 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 35906 members 
Entering Unmasked Estep 
Score: -8022166.500000 Penalty: 13158.010742
	Iteration 16Q: 3 clusters Score -8022166 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 36919 members 
Entering Unmasked Estep 
Score: -8022740.000000 Penalty: 13158.010742
	Iteration 17Q: 3 clusters Score -8022740 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 37895 members 
Entering Unmasked Estep 
Score: -8023281.500000 Penalty: 13158.010742
	Iteration 18Q: 3 clusters Score -8023282 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 38837 members 
Entering Unmasked Estep 
Score: -8023779.000000 Penalty: 13158.010742
	Iteration 19Q: 3 clusters Score -8023779 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 39687 members 
Entering Unmasked Estep 
Score: -8024235.500000 Penalty: 13158.010742
	Iteration 20F: 3 clusters Score -8024236 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 40458 members 
Entering Unmasked Estep 
Score: -8024702.500000 Penalty: 13158.010742
	Iteration 21Q: 3 clusters Score -8024702 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 41107 members 
Entering Unmasked Estep 
Score: -8025073.000000 Penalty: 13158.010742
	Iteration 22Q: 3 clusters Score -8025073 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 41663 members 
Entering Unmasked Estep 
Score: -8025359.500000 Penalty: 13158.010742
	Iteration 23Q: 3 clusters Score -8025360 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 42112 members 
Entering Unmasked Estep 
Score: -8025603.500000 Penalty: 13158.010742
	Iteration 24Q: 3 clusters Score -8025604 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 42494 members 
Entering Unmasked Estep 
Score: -8025830.500000 Penalty: 13158.010742
	Iteration 25Q: 3 clusters Score -8025830 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 42823 members 
Entering Unmasked Estep 
Score: -8025996.500000 Penalty: 13158.010742
	Iteration 26Q: 3 clusters Score -8025996 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 43103 members 
Entering Unmasked Estep 
Score: -8026151.500000 Penalty: 13158.010742
	Iteration 27Q: 3 clusters Score -8026152 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 43335 members 
Entering Unmasked Estep 
Score: -8026265.000000 Penalty: 13158.010742
	Iteration 28Q: 3 clusters Score -8026265 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 43538 members 
Entering Unmasked Estep 
Score: -8026393.500000 Penalty: 13158.010742
	Iteration 29Q: 3 clusters Score -8026394 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 43699 members 
Entering Unmasked Estep 
Score: -8026472.500000 Penalty: 13158.010742
	Iteration 30Q: 3 clusters Score -8026472 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 43826 members 
Entering Unmasked Estep 
Score: -8026550.000000 Penalty: 13158.010742
	Iteration 31Q: 3 clusters Score -8026550 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 43933 members 
Entering Unmasked Estep 
Score: -8026623.500000 Penalty: 13158.010742
	Iteration 32Q: 3 clusters Score -8026624 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 44028 members 
Entering Unmasked Estep 
Score: -8026683.500000 Penalty: 13158.010742
	Iteration 33Q: 3 clusters Score -8026684 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 44093 members 
Entering Unmasked Estep 
Score: -8026725.500000 Penalty: 13158.010742
	Iteration 34Q: 3 clusters Score -8026726 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 44145 members 
Entering Unmasked Estep 
Score: -8026747.500000 Penalty: 13158.010742
	Iteration 35Q: 3 clusters Score -8026748 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 44184 members 
Entering Unmasked Estep 
Score: -8026754.000000 Penalty: 13158.010742
	Iteration 36Q: 3 clusters Score -8026754 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 44222 members 
Entering Unmasked Estep 
Score: -8026795.500000 Penalty: 13158.010742
	Iteration 37Q: 3 clusters Score -8026796 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 44258 members 
Entering Unmasked Estep 
Score: -8026786.000000 Penalty: 13158.010742
	Iteration 38Q: 3 clusters Score -8026786 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 44285 members 
Entering Unmasked Estep 
Score: -8026823.500000 Penalty: 13158.010742
	Iteration 39Q: 3 clusters Score -8026824 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 44322 members 
Entering Unmasked Estep 
Score: -8026849.000000 Penalty: 13158.010742
	Iteration 40F: 3 clusters Score -8026849 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 44349 members 
Entering Unmasked Estep 
Score: -8026860.000000 Penalty: 13158.010742
	Iteration 41Q: 3 clusters Score -8026860 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 44379 members 
Entering Unmasked Estep 
Score: -8026889.500000 Penalty: 13158.010742
	Iteration 42Q: 3 clusters Score -8026890 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 44398 members 
Entering Unmasked Estep 
Score: -8026902.000000 Penalty: 13158.010742
	Iteration 43Q: 3 clusters Score -8026902 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 44418 members 
Entering Unmasked Estep 
Score: -8026908.500000 Penalty: 13158.010742
	Iteration 44Q: 3 clusters Score -8026908 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 44433 members 
Entering Unmasked Estep 
Score: -8026922.500000 Penalty: 13158.010742
	Iteration 45Q: 3 clusters Score -8026922 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 44443 members 
Entering Unmasked Estep 
Score: -8026921.000000 Penalty: 13158.010742
	Iteration 46Q: 3 clusters Score -8026921 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 44456 members 
Entering Unmasked Estep 
Score: -8026939.000000 Penalty: 13158.010742
	Iteration 47Q: 3 clusters Score -8026939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 44467 members 
Entering Unmasked Estep 
Score: -8026951.500000 Penalty: 13158.010742
	Iteration 48Q: 3 clusters Score -8026952 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 44482 members 
Entering Unmasked Estep 
Score: -8026958.500000 Penalty: 13158.010742
	Iteration 49Q: 3 clusters Score -8026958 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 44500 members 
Entering Unmasked Estep 
Score: -8026969.500000 Penalty: 13158.010742
	Iteration 50Q: 3 clusters Score -8026970 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 44516 members 
Entering Unmasked Estep 
Score: -8026983.500000 Penalty: 13158.010742
	Iteration 51Q: 3 clusters Score -8026984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 44525 members 
Entering Unmasked Estep 
Score: -8026990.000000 Penalty: 13158.010742
	Iteration 52Q: 3 clusters Score -8026990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 44536 members 
Entering Unmasked Estep 
Score: -8026999.500000 Penalty: 13158.010742
	Iteration 53Q: 3 clusters Score -8027000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 44549 members 
Entering Unmasked Estep 
Score: -8027011.000000 Penalty: 13158.010742
	Iteration 54Q: 3 clusters Score -8027011 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 44564 members 
Entering Unmasked Estep 
Score: -8027004.500000 Penalty: 13158.010742
	Iteration 55Q: 3 clusters Score -8027004 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 44579 members 
Entering Unmasked Estep 
Score: -8027020.000000 Penalty: 13158.010742
	Iteration 56Q: 3 clusters Score -8027020 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 44593 members 
Entering Unmasked Estep 
Score: -8027035.000000 Penalty: 13158.010742
	Iteration 57Q: 3 clusters Score -8027035 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 44604 members 
Entering Unmasked Estep 
Score: -8027044.500000 Penalty: 13158.010742
	Iteration 58Q: 3 clusters Score -8027044 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 44613 members 
Entering Unmasked Estep 
Score: -8027044.000000 Penalty: 13158.010742
	Iteration 59Q: 3 clusters Score -8027044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 44624 members 
Entering Unmasked Estep 
Score: -8027047.500000 Penalty: 13158.010742
	Iteration 60F: 3 clusters Score -8027048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 44633 members 
Entering Unmasked Estep 
Score: -8027061.500000 Penalty: 13158.010742
	Iteration 61Q: 3 clusters Score -8027062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 44638 members 
Entering Unmasked Estep 
Score: -8027056.000000 Penalty: 13158.010742
	Iteration 62Q: 3 clusters Score -8027056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 44642 members 
Entering Unmasked Estep 
Score: -8027051.000000 Penalty: 13158.010742
	Iteration 63Q: 3 clusters Score -8027051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 44644 members 
Entering Unmasked Estep 
Score: -8027054.000000 Penalty: 13158.010742
	Iteration 64Q: 3 clusters Score -8027054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 44645 members 
Entering Unmasked Estep 
Score: -8027055.500000 Penalty: 13158.010742
	Iteration 65Q: 3 clusters Score -8027056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 44646 members 
Entering Unmasked Estep 
Score: -8027054.000000 Penalty: 13158.010742
	Iteration 66Q: 3 clusters Score -8027054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 44646 members 
Entering Unmasked Estep 
Score: -8027054.000000 Penalty: 13158.010742
	Iteration 67F: 3 clusters Score -8027054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208695 members 
Mstep: Class 2 contains 6937 members 
Mstep: Class 3 contains 29826 members 
Mstep: Class 4 contains 52768 members 
Mstep: Class 5 contains 36750 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13570 members 
Mstep: Class 9 contains 23057 members 
Mstep: Class 10 contains 288355 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20855 members 
Mstep: Class 13 contains 24216 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87851 members 
Mstep: Class 18 contains 513168 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11430 members 
Mstep: Class 22 contains 46223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333232.000000 Penalty: 181791.359375
Iteration 239Q: 22 clusters Score -2.333332e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208697 members 
Mstep: Class 2 contains 6937 members 
Mstep: Class 3 contains 29826 members 
Mstep: Class 4 contains 52768 members 
Mstep: Class 5 contains 36749 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13570 members 
Mstep: Class 9 contains 23057 members 
Mstep: Class 10 contains 288355 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20854 members 
Mstep: Class 13 contains 24216 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87851 members 
Mstep: Class 18 contains 513169 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11430 members 
Mstep: Class 22 contains 46222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333184.000000 Penalty: 181791.359375
Iteration 240F: 22 clusters Score -2.333332e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208697 members 
Mstep: Class 2 contains 6937 members 
Mstep: Class 3 contains 29826 members 
Mstep: Class 4 contains 52768 members 
Mstep: Class 5 contains 36748 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13570 members 
Mstep: Class 9 contains 23057 members 
Mstep: Class 10 contains 288361 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20854 members 
Mstep: Class 13 contains 24216 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87851 members 
Mstep: Class 18 contains 513167 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11430 members 
Mstep: Class 22 contains 46219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333120.000000 Penalty: 181791.359375
Iteration 241Q: 22 clusters Score -2.333331e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208698 members 
Mstep: Class 2 contains 6937 members 
Mstep: Class 3 contains 29825 members 
Mstep: Class 4 contains 52768 members 
Mstep: Class 5 contains 36747 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13570 members 
Mstep: Class 9 contains 23057 members 
Mstep: Class 10 contains 288365 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20854 members 
Mstep: Class 13 contains 24216 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87851 members 
Mstep: Class 18 contains 513166 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11430 members 
Mstep: Class 22 contains 46217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333104.000000 Penalty: 181791.359375
Iteration 242Q: 22 clusters Score -2.333331e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208697 members 
Mstep: Class 2 contains 6937 members 
Mstep: Class 3 contains 29825 members 
Mstep: Class 4 contains 52768 members 
Mstep: Class 5 contains 36747 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13570 members 
Mstep: Class 9 contains 23057 members 
Mstep: Class 10 contains 288368 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20854 members 
Mstep: Class 13 contains 24216 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87852 members 
Mstep: Class 18 contains 513163 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11430 members 
Mstep: Class 22 contains 46217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333104.000000 Penalty: 181791.359375
Iteration 243Q: 22 clusters Score -2.333331e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208696 members 
Mstep: Class 2 contains 6937 members 
Mstep: Class 3 contains 29824 members 
Mstep: Class 4 contains 52768 members 
Mstep: Class 5 contains 36747 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13570 members 
Mstep: Class 9 contains 23057 members 
Mstep: Class 10 contains 288376 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20853 members 
Mstep: Class 13 contains 24216 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87852 members 
Mstep: Class 18 contains 513159 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11430 members 
Mstep: Class 22 contains 46216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333152.000000 Penalty: 181791.359375
Iteration 244Q: 22 clusters Score -2.333332e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208701 members 
Mstep: Class 2 contains 6937 members 
Mstep: Class 3 contains 29822 members 
Mstep: Class 4 contains 52768 members 
Mstep: Class 5 contains 36747 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13570 members 
Mstep: Class 9 contains 23057 members 
Mstep: Class 10 contains 288380 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20851 members 
Mstep: Class 13 contains 24216 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87852 members 
Mstep: Class 18 contains 513154 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11430 members 
Mstep: Class 22 contains 46216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333200.000000 Penalty: 181791.359375
Iteration 245Q: 22 clusters Score -2.333332e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208698 members 
Mstep: Class 2 contains 6937 members 
Mstep: Class 3 contains 29822 members 
Mstep: Class 4 contains 52768 members 
Mstep: Class 5 contains 36747 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13571 members 
Mstep: Class 9 contains 23057 members 
Mstep: Class 10 contains 288387 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20851 members 
Mstep: Class 13 contains 24216 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87852 members 
Mstep: Class 18 contains 513150 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11430 members 
Mstep: Class 22 contains 46215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333088.000000 Penalty: 181791.359375
Iteration 246Q: 22 clusters Score -2.333331e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208696 members 
Mstep: Class 2 contains 6937 members 
Mstep: Class 3 contains 29822 members 
Mstep: Class 4 contains 52768 members 
Mstep: Class 5 contains 36746 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13571 members 
Mstep: Class 9 contains 23057 members 
Mstep: Class 10 contains 288397 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20851 members 
Mstep: Class 13 contains 24216 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87852 members 
Mstep: Class 18 contains 513143 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11430 members 
Mstep: Class 22 contains 46215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333200.000000 Penalty: 181791.359375
Iteration 247Q: 22 clusters Score -2.333332e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208698 members 
Mstep: Class 2 contains 6937 members 
Mstep: Class 3 contains 29820 members 
Mstep: Class 4 contains 52768 members 
Mstep: Class 5 contains 36745 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13571 members 
Mstep: Class 9 contains 23057 members 
Mstep: Class 10 contains 288400 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20851 members 
Mstep: Class 13 contains 24216 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87852 members 
Mstep: Class 18 contains 513142 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11430 members 
Mstep: Class 22 contains 46214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333200.000000 Penalty: 181791.359375
Iteration 248Q: 22 clusters Score -2.333332e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208696 members 
Mstep: Class 2 contains 6937 members 
Mstep: Class 3 contains 29819 members 
Mstep: Class 4 contains 52768 members 
Mstep: Class 5 contains 36745 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13571 members 
Mstep: Class 9 contains 23057 members 
Mstep: Class 10 contains 288409 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20851 members 
Mstep: Class 13 contains 24216 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87852 members 
Mstep: Class 18 contains 513137 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11430 members 
Mstep: Class 22 contains 46213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333280.000000 Penalty: 181791.359375
Iteration 249Q: 22 clusters Score -2.333333e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208693 members 
Mstep: Class 2 contains 6937 members 
Mstep: Class 3 contains 29818 members 
Mstep: Class 4 contains 52767 members 
Mstep: Class 5 contains 36744 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13571 members 
Mstep: Class 9 contains 23057 members 
Mstep: Class 10 contains 288420 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20851 members 
Mstep: Class 13 contains 24216 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87852 members 
Mstep: Class 18 contains 513132 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11430 members 
Mstep: Class 22 contains 46213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333232.000000 Penalty: 181791.359375
Iteration 250Q: 22 clusters Score -2.333332e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208693 members 
Mstep: Class 2 contains 6936 members 
Mstep: Class 3 contains 29819 members 
Mstep: Class 4 contains 52768 members 
Mstep: Class 5 contains 36745 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13571 members 
Mstep: Class 9 contains 23057 members 
Mstep: Class 10 contains 288425 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20851 members 
Mstep: Class 13 contains 24216 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87852 members 
Mstep: Class 18 contains 513127 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11430 members 
Mstep: Class 22 contains 46211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333312.000000 Penalty: 181791.359375
Iteration 251Q: 22 clusters Score -2.333333e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208693 members 
Mstep: Class 2 contains 6936 members 
Mstep: Class 3 contains 29820 members 
Mstep: Class 4 contains 52765 members 
Mstep: Class 5 contains 36745 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13571 members 
Mstep: Class 9 contains 23057 members 
Mstep: Class 10 contains 288433 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20851 members 
Mstep: Class 13 contains 24216 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87851 members 
Mstep: Class 18 contains 513124 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11430 members 
Mstep: Class 22 contains 46209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333376.000000 Penalty: 181791.359375
Iteration 252Q: 22 clusters Score -2.333334e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208698 members 
Mstep: Class 2 contains 6936 members 
Mstep: Class 3 contains 29821 members 
Mstep: Class 4 contains 52762 members 
Mstep: Class 5 contains 36745 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13571 members 
Mstep: Class 9 contains 23057 members 
Mstep: Class 10 contains 288439 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20851 members 
Mstep: Class 13 contains 24216 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87850 members 
Mstep: Class 18 contains 513118 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11430 members 
Mstep: Class 22 contains 46207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333296.000000 Penalty: 181791.359375
Iteration 253Q: 22 clusters Score -2.333333e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208700 members 
Mstep: Class 2 contains 6936 members 
Mstep: Class 3 contains 29820 members 
Mstep: Class 4 contains 52759 members 
Mstep: Class 5 contains 36745 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13570 members 
Mstep: Class 9 contains 23058 members 
Mstep: Class 10 contains 288449 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20851 members 
Mstep: Class 13 contains 24216 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87850 members 
Mstep: Class 18 contains 513111 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11430 members 
Mstep: Class 22 contains 46206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333456.000000 Penalty: 181791.359375
Iteration 254Q: 22 clusters Score -2.333335e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208699 members 
Mstep: Class 2 contains 6936 members 
Mstep: Class 3 contains 29819 members 
Mstep: Class 4 contains 52761 members 
Mstep: Class 5 contains 36745 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13570 members 
Mstep: Class 9 contains 23058 members 
Mstep: Class 10 contains 288458 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20850 members 
Mstep: Class 13 contains 24216 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87851 members 
Mstep: Class 18 contains 513102 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11430 members 
Mstep: Class 22 contains 46206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333408.000000 Penalty: 181791.359375
Iteration 255Q: 22 clusters Score -2.333334e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208698 members 
Mstep: Class 2 contains 6936 members 
Mstep: Class 3 contains 29818 members 
Mstep: Class 4 contains 52760 members 
Mstep: Class 5 contains 36744 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13571 members 
Mstep: Class 9 contains 23058 members 
Mstep: Class 10 contains 288467 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20849 members 
Mstep: Class 13 contains 24216 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87851 members 
Mstep: Class 18 contains 513098 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11430 members 
Mstep: Class 22 contains 46205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333424.000000 Penalty: 181791.359375
Iteration 256Q: 22 clusters Score -2.333334e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208693 members 
Mstep: Class 2 contains 6936 members 
Mstep: Class 3 contains 29817 members 
Mstep: Class 4 contains 52760 members 
Mstep: Class 5 contains 36744 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13571 members 
Mstep: Class 9 contains 23058 members 
Mstep: Class 10 contains 288480 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20849 members 
Mstep: Class 13 contains 24216 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87851 members 
Mstep: Class 18 contains 513093 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11430 members 
Mstep: Class 22 contains 46203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333504.000000 Penalty: 181791.359375
Iteration 257Q: 22 clusters Score -2.333335e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208692 members 
Mstep: Class 2 contains 6936 members 
Mstep: Class 3 contains 29817 members 
Mstep: Class 4 contains 52760 members 
Mstep: Class 5 contains 36744 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13571 members 
Mstep: Class 9 contains 23058 members 
Mstep: Class 10 contains 288488 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20849 members 
Mstep: Class 13 contains 24216 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87851 members 
Mstep: Class 18 contains 513087 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11430 members 
Mstep: Class 22 contains 46202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333472.000000 Penalty: 181791.359375
Iteration 258Q: 22 clusters Score -2.333335e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208687 members 
Mstep: Class 2 contains 6936 members 
Mstep: Class 3 contains 29817 members 
Mstep: Class 4 contains 52760 members 
Mstep: Class 5 contains 36745 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13571 members 
Mstep: Class 9 contains 23057 members 
Mstep: Class 10 contains 288495 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20849 members 
Mstep: Class 13 contains 24216 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87851 members 
Mstep: Class 18 contains 513085 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11430 members 
Mstep: Class 22 contains 46202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333440.000000 Penalty: 181791.359375
Iteration 259Q: 22 clusters Score -2.333334e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208686 members 
Mstep: Class 2 contains 6936 members 
Mstep: Class 3 contains 29818 members 
Mstep: Class 4 contains 52760 members 
Mstep: Class 5 contains 36742 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13571 members 
Mstep: Class 9 contains 23057 members 
Mstep: Class 10 contains 288504 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20849 members 
Mstep: Class 13 contains 24216 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87851 members 
Mstep: Class 18 contains 513080 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11430 members 
Mstep: Class 22 contains 46201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333488.000000 Penalty: 181791.359375
Iteration 260F: 22 clusters Score -2.333335e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208683 members 
Mstep: Class 2 contains 6936 members 
Mstep: Class 3 contains 29818 members 
Mstep: Class 4 contains 52760 members 
Mstep: Class 5 contains 36741 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13571 members 
Mstep: Class 9 contains 23057 members 
Mstep: Class 10 contains 288515 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20849 members 
Mstep: Class 13 contains 24216 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87851 members 
Mstep: Class 18 contains 513074 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11430 members 
Mstep: Class 22 contains 46200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333488.000000 Penalty: 181791.359375
Iteration 261Q: 22 clusters Score -2.333335e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208682 members 
Mstep: Class 2 contains 6936 members 
Mstep: Class 3 contains 29818 members 
Mstep: Class 4 contains 52760 members 
Mstep: Class 5 contains 36741 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13571 members 
Mstep: Class 9 contains 23057 members 
Mstep: Class 10 contains 288520 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20849 members 
Mstep: Class 13 contains 24216 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87851 members 
Mstep: Class 18 contains 513070 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11430 members 
Mstep: Class 22 contains 46200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333552.000000 Penalty: 181791.359375
Iteration 262Q: 22 clusters Score -2.333336e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208681 members 
Mstep: Class 2 contains 6936 members 
Mstep: Class 3 contains 29817 members 
Mstep: Class 4 contains 52760 members 
Mstep: Class 5 contains 36741 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13571 members 
Mstep: Class 9 contains 23057 members 
Mstep: Class 10 contains 288528 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20849 members 
Mstep: Class 13 contains 24215 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87852 members 
Mstep: Class 18 contains 513066 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11430 members 
Mstep: Class 22 contains 46198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333584.000000 Penalty: 181791.359375
Iteration 263Q: 22 clusters Score -2.333336e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208681 members 
Mstep: Class 2 contains 6936 members 
Mstep: Class 3 contains 29817 members 
Mstep: Class 4 contains 52760 members 
Mstep: Class 5 contains 36741 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13571 members 
Mstep: Class 9 contains 23056 members 
Mstep: Class 10 contains 288535 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20849 members 
Mstep: Class 13 contains 24216 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87852 members 
Mstep: Class 18 contains 513063 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11430 members 
Mstep: Class 22 contains 46194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333584.000000 Penalty: 181791.359375
Iteration 264Q: 22 clusters Score -2.333336e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208681 members 
Mstep: Class 2 contains 6936 members 
Mstep: Class 3 contains 29817 members 
Mstep: Class 4 contains 52760 members 
Mstep: Class 5 contains 36741 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13571 members 
Mstep: Class 9 contains 23056 members 
Mstep: Class 10 contains 288540 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20849 members 
Mstep: Class 13 contains 24217 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87852 members 
Mstep: Class 18 contains 513058 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11430 members 
Mstep: Class 22 contains 46193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333568.000000 Penalty: 181791.359375
Iteration 265Q: 22 clusters Score -2.333336e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208681 members 
Mstep: Class 2 contains 6936 members 
Mstep: Class 3 contains 29817 members 
Mstep: Class 4 contains 52760 members 
Mstep: Class 5 contains 36741 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13571 members 
Mstep: Class 9 contains 23056 members 
Mstep: Class 10 contains 288547 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20849 members 
Mstep: Class 13 contains 24217 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87852 members 
Mstep: Class 18 contains 513053 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11430 members 
Mstep: Class 22 contains 46191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333520.000000 Penalty: 181791.359375
Iteration 266Q: 22 clusters Score -2.333335e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208682 members 
Mstep: Class 2 contains 6936 members 
Mstep: Class 3 contains 29817 members 
Mstep: Class 4 contains 52760 members 
Mstep: Class 5 contains 36740 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13571 members 
Mstep: Class 9 contains 23056 members 
Mstep: Class 10 contains 288549 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20849 members 
Mstep: Class 13 contains 24217 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87851 members 
Mstep: Class 18 contains 513051 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11430 members 
Mstep: Class 22 contains 46192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333552.000000 Penalty: 181791.359375
Iteration 267Q: 22 clusters Score -2.333336e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208682 members 
Mstep: Class 2 contains 6936 members 
Mstep: Class 3 contains 29817 members 
Mstep: Class 4 contains 52760 members 
Mstep: Class 5 contains 36739 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13571 members 
Mstep: Class 9 contains 23056 members 
Mstep: Class 10 contains 288555 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20849 members 
Mstep: Class 13 contains 24217 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87851 members 
Mstep: Class 18 contains 513046 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11430 members 
Mstep: Class 22 contains 46192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333472.000000 Penalty: 181791.359375
Iteration 268Q: 22 clusters Score -2.333335e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208684 members 
Mstep: Class 2 contains 6936 members 
Mstep: Class 3 contains 29817 members 
Mstep: Class 4 contains 52760 members 
Mstep: Class 5 contains 36739 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13571 members 
Mstep: Class 9 contains 23056 members 
Mstep: Class 10 contains 288554 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20849 members 
Mstep: Class 13 contains 24217 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87851 members 
Mstep: Class 18 contains 513045 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11430 members 
Mstep: Class 22 contains 46192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333440.000000 Penalty: 181791.359375
Iteration 269Q: 22 clusters Score -2.333334e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208685 members 
Mstep: Class 2 contains 6936 members 
Mstep: Class 3 contains 29817 members 
Mstep: Class 4 contains 52760 members 
Mstep: Class 5 contains 36739 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13571 members 
Mstep: Class 9 contains 23056 members 
Mstep: Class 10 contains 288557 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20849 members 
Mstep: Class 13 contains 24217 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87851 members 
Mstep: Class 18 contains 513041 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11430 members 
Mstep: Class 22 contains 46192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333504.000000 Penalty: 181791.359375
Iteration 270Q: 22 clusters Score -2.333335e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208685 members 
Mstep: Class 2 contains 6936 members 
Mstep: Class 3 contains 29817 members 
Mstep: Class 4 contains 52759 members 
Mstep: Class 5 contains 36739 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13571 members 
Mstep: Class 9 contains 23056 members 
Mstep: Class 10 contains 288562 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20849 members 
Mstep: Class 13 contains 24217 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87851 members 
Mstep: Class 18 contains 513037 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11430 members 
Mstep: Class 22 contains 46192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333520.000000 Penalty: 181791.359375
Iteration 271Q: 22 clusters Score -2.333335e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208683 members 
Mstep: Class 2 contains 6936 members 
Mstep: Class 3 contains 29818 members 
Mstep: Class 4 contains 52757 members 
Mstep: Class 5 contains 36739 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13571 members 
Mstep: Class 9 contains 23057 members 
Mstep: Class 10 contains 288565 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20849 members 
Mstep: Class 13 contains 24217 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87851 members 
Mstep: Class 18 contains 513036 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11430 members 
Mstep: Class 22 contains 46192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333424.000000 Penalty: 181791.359375
Iteration 272Q: 22 clusters Score -2.333334e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208685 members 
Mstep: Class 2 contains 6936 members 
Mstep: Class 3 contains 29817 members 
Mstep: Class 4 contains 52755 members 
Mstep: Class 5 contains 36739 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13571 members 
Mstep: Class 9 contains 23057 members 
Mstep: Class 10 contains 288570 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20849 members 
Mstep: Class 13 contains 24217 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87851 members 
Mstep: Class 18 contains 513032 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11430 members 
Mstep: Class 22 contains 46192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333472.000000 Penalty: 181791.359375
Iteration 273Q: 22 clusters Score -2.333335e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208683 members 
Mstep: Class 2 contains 6936 members 
Mstep: Class 3 contains 29817 members 
Mstep: Class 4 contains 52755 members 
Mstep: Class 5 contains 36739 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13571 members 
Mstep: Class 9 contains 23057 members 
Mstep: Class 10 contains 288576 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20849 members 
Mstep: Class 13 contains 24217 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87851 members 
Mstep: Class 18 contains 513028 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11430 members 
Mstep: Class 22 contains 46192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333520.000000 Penalty: 181791.359375
Iteration 274Q: 22 clusters Score -2.333335e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208680 members 
Mstep: Class 2 contains 6936 members 
Mstep: Class 3 contains 29817 members 
Mstep: Class 4 contains 52754 members 
Mstep: Class 5 contains 36739 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13571 members 
Mstep: Class 9 contains 23057 members 
Mstep: Class 10 contains 288579 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20849 members 
Mstep: Class 13 contains 24217 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87851 members 
Mstep: Class 18 contains 513029 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11430 members 
Mstep: Class 22 contains 46192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333456.000000 Penalty: 181791.359375
Iteration 275Q: 22 clusters Score -2.333335e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208679 members 
Mstep: Class 2 contains 6936 members 
Mstep: Class 3 contains 29817 members 
Mstep: Class 4 contains 52752 members 
Mstep: Class 5 contains 36739 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13571 members 
Mstep: Class 9 contains 23057 members 
Mstep: Class 10 contains 288582 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20849 members 
Mstep: Class 13 contains 24218 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87851 members 
Mstep: Class 18 contains 513028 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11430 members 
Mstep: Class 22 contains 46192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333424.000000 Penalty: 181791.359375
Iteration 276Q: 22 clusters Score -2.333334e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208678 members 
Mstep: Class 2 contains 6936 members 
Mstep: Class 3 contains 29817 members 
Mstep: Class 4 contains 52750 members 
Mstep: Class 5 contains 36739 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13571 members 
Mstep: Class 9 contains 23057 members 
Mstep: Class 10 contains 288584 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20849 members 
Mstep: Class 13 contains 24218 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87851 members 
Mstep: Class 18 contains 513029 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11430 members 
Mstep: Class 22 contains 46192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333424.000000 Penalty: 181791.359375
Iteration 277Q: 22 clusters Score -2.333334e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208677 members 
Mstep: Class 2 contains 6936 members 
Mstep: Class 3 contains 29817 members 
Mstep: Class 4 contains 52749 members 
Mstep: Class 5 contains 36739 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13571 members 
Mstep: Class 9 contains 23057 members 
Mstep: Class 10 contains 288589 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20849 members 
Mstep: Class 13 contains 24218 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87851 members 
Mstep: Class 18 contains 513026 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11430 members 
Mstep: Class 22 contains 46192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333360.000000 Penalty: 181791.359375
Iteration 278Q: 22 clusters Score -2.333334e+08 nChanged 3
Entering ConstructFrom: 
Score: -233333360.000000 Penalty: 181791.359375
Entering ConstructFrom: 
Trying to split cluster 1 (208677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208677 members 
Entering Unmasked Estep 
Score: -35954780.000000 Penalty: 7502.232422
	Iteration 0F: 2 clusters Score -3.595478e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104089 members 
Mstep: Class 2 contains 104588 members 
Entering Unmasked Estep 
Score: -35815648.000000 Penalty: 15004.464844
	Iteration 0F: 3 clusters Score -3.581565e+07 nChanged 97874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101801 members 
Mstep: Class 2 contains 106876 members 
Entering Unmasked Estep 
Score: -35870888.000000 Penalty: 15004.464844
	Iteration 1F: 3 clusters Score -3.587089e+07 nChanged 6716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100251 members 
Mstep: Class 2 contains 108426 members 
Entering Unmasked Estep 
Score: -35872612.000000 Penalty: 15004.464844
	Iteration 2Q: 3 clusters Score -3.587261e+07 nChanged 7005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97832 members 
Mstep: Class 2 contains 110845 members 
Entering Unmasked Estep 
Score: -35874636.000000 Penalty: 15004.464844
	Iteration 3Q: 3 clusters Score -3.587464e+07 nChanged 7736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94242 members 
Mstep: Class 2 contains 114435 members 
Entering Unmasked Estep 
Score: -35877360.000000 Penalty: 15004.464844
	Iteration 4Q: 3 clusters Score -3.587736e+07 nChanged 8840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88990 members 
Mstep: Class 2 contains 119687 members 
Entering Unmasked Estep 
Score: -35881308.000000 Penalty: 15004.464844
	Iteration 5Q: 3 clusters Score -3.588131e+07 nChanged 10319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81839 members 
Mstep: Class 2 contains 126838 members 
Entering Unmasked Estep 
Score: -35886752.000000 Penalty: 15004.464844
	Iteration 6Q: 3 clusters Score -3.588675e+07 nChanged 12101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72566 members 
Mstep: Class 2 contains 136111 members 
Entering Unmasked Estep 
Score: -35894336.000000 Penalty: 15004.464844
	Iteration 7F: 3 clusters Score -3.589434e+07 nChanged 13474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61266 members 
Mstep: Class 2 contains 147411 members 
Entering Unmasked Estep 
Score: -35903824.000000 Penalty: 15004.464844
	Iteration 8F: 3 clusters Score -3.590382e+07 nChanged 13856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48958 members 
Mstep: Class 2 contains 159719 members 
Entering Unmasked Estep 
Score: -35914772.000000 Penalty: 15004.464844
	Iteration 9F: 3 clusters Score -3.591477e+07 nChanged 12899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37033 members 
Mstep: Class 2 contains 171644 members 
Entering Unmasked Estep 
Score: -35925572.000000 Penalty: 15004.464844
	Iteration 10F: 3 clusters Score -3.592557e+07 nChanged 10135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27552 members 
Mstep: Class 2 contains 181125 members 
Entering Unmasked Estep 
Score: -35934072.000000 Penalty: 15004.464844
	Iteration 11Q: 3 clusters Score -3.593407e+07 nChanged 7021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 187652 members 
Entering Unmasked Estep 
Score: -35939164.000000 Penalty: 15004.464844
	Iteration 12Q: 3 clusters Score -3.593916e+07 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 192176 members 
Entering Unmasked Estep 
Score: -35942516.000000 Penalty: 15004.464844
	Iteration 13Q: 3 clusters Score -3.594252e+07 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 195452 members 
Entering Unmasked Estep 
Score: -35944820.000000 Penalty: 15004.464844
	Iteration 14Q: 3 clusters Score -3.594482e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 197891 members 
Entering Unmasked Estep 
Score: -35946336.000000 Penalty: 15004.464844
	Iteration 15Q: 3 clusters Score -3.594634e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 199692 members 
Entering Unmasked Estep 
Score: -35947248.000000 Penalty: 15004.464844
	Iteration 16Q: 3 clusters Score -3.594725e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 201001 members 
Entering Unmasked Estep 
Score: -35947904.000000 Penalty: 15004.464844
	Iteration 17Q: 3 clusters Score -3.59479e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 202022 members 
Entering Unmasked Estep 
Score: -35948316.000000 Penalty: 15004.464844
	Iteration 18Q: 3 clusters Score -3.594832e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 202866 members 
Entering Unmasked Estep 
Score: -35948580.000000 Penalty: 15004.464844
	Iteration 19Q: 3 clusters Score -3.594858e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 203562 members 
Entering Unmasked Estep 
Score: -35948896.000000 Penalty: 15004.464844
	Iteration 20F: 3 clusters Score -3.59489e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 204137 members 
Entering Unmasked Estep 
Score: -35949216.000000 Penalty: 15004.464844
	Iteration 21Q: 3 clusters Score -3.594922e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 204598 members 
Entering Unmasked Estep 
Score: -35949484.000000 Penalty: 15004.464844
	Iteration 22Q: 3 clusters Score -3.594948e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 204982 members 
Entering Unmasked Estep 
Score: -35949592.000000 Penalty: 15004.464844
	Iteration 23Q: 3 clusters Score -3.594959e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 205289 members 
Entering Unmasked Estep 
Score: -35949728.000000 Penalty: 15004.464844
	Iteration 24Q: 3 clusters Score -3.594973e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 205544 members 
Entering Unmasked Estep 
Score: -35949968.000000 Penalty: 15004.464844
	Iteration 25Q: 3 clusters Score -3.594997e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 205774 members 
Entering Unmasked Estep 
Score: -35950020.000000 Penalty: 15004.464844
	Iteration 26Q: 3 clusters Score -3.595002e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 205969 members 
Entering Unmasked Estep 
Score: -35950188.000000 Penalty: 15004.464844
	Iteration 27Q: 3 clusters Score -3.595019e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 206110 members 
Entering Unmasked Estep 
Score: -35950264.000000 Penalty: 15004.464844
	Iteration 28Q: 3 clusters Score -3.595026e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 206237 members 
Entering Unmasked Estep 
Score: -35950396.000000 Penalty: 15004.464844
	Iteration 29Q: 3 clusters Score -3.59504e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 206349 members 
Entering Unmasked Estep 
Score: -35950488.000000 Penalty: 15004.464844
	Iteration 30Q: 3 clusters Score -3.595049e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 206427 members 
Entering Unmasked Estep 
Score: -35950592.000000 Penalty: 15004.464844
	Iteration 31Q: 3 clusters Score -3.595059e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 206502 members 
Entering Unmasked Estep 
Score: -35950704.000000 Penalty: 15004.464844
	Iteration 32Q: 3 clusters Score -3.59507e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 206548 members 
Entering Unmasked Estep 
Score: -35950772.000000 Penalty: 15004.464844
	Iteration 33Q: 3 clusters Score -3.595077e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 206609 members 
Entering Unmasked Estep 
Score: -35950824.000000 Penalty: 15004.464844
	Iteration 34Q: 3 clusters Score -3.595082e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 206664 members 
Entering Unmasked Estep 
Score: -35950884.000000 Penalty: 15004.464844
	Iteration 35Q: 3 clusters Score -3.595088e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 206695 members 
Entering Unmasked Estep 
Score: -35950976.000000 Penalty: 15004.464844
	Iteration 36Q: 3 clusters Score -3.595098e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 206717 members 
Entering Unmasked Estep 
Score: -35951012.000000 Penalty: 15004.464844
	Iteration 37Q: 3 clusters Score -3.595101e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 206731 members 
Entering Unmasked Estep 
Score: -35951012.000000 Penalty: 15004.464844
	Iteration 38Q: 3 clusters Score -3.595101e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 206747 members 
Entering Unmasked Estep 
Score: -35951088.000000 Penalty: 15004.464844
	Iteration 39Q: 3 clusters Score -3.595109e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 206758 members 
Entering Unmasked Estep 
Score: -35951132.000000 Penalty: 15004.464844
	Iteration 40F: 3 clusters Score -3.595113e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 206754 members 
Entering Unmasked Estep 
Score: -35951180.000000 Penalty: 15004.464844
	Iteration 41Q: 3 clusters Score -3.595118e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 206743 members 
Entering Unmasked Estep 
Score: -35951208.000000 Penalty: 15004.464844
	Iteration 42Q: 3 clusters Score -3.595121e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 206741 members 
Entering Unmasked Estep 
Score: -35951248.000000 Penalty: 15004.464844
	Iteration 43Q: 3 clusters Score -3.595125e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 206730 members 
Entering Unmasked Estep 
Score: -35951272.000000 Penalty: 15004.464844
	Iteration 44Q: 3 clusters Score -3.595127e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 206736 members 
Entering Unmasked Estep 
Score: -35951272.000000 Penalty: 15004.464844
	Iteration 45Q: 3 clusters Score -3.595127e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 206736 members 
Entering Unmasked Estep 
Score: -35951304.000000 Penalty: 15004.464844
	Iteration 46Q: 3 clusters Score -3.59513e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 206733 members 
Entering Unmasked Estep 
Score: -35951336.000000 Penalty: 15004.464844
	Iteration 47Q: 3 clusters Score -3.595134e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 206727 members 
Entering Unmasked Estep 
Score: -35951312.000000 Penalty: 15004.464844
	Iteration 48Q: 3 clusters Score -3.595131e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 206728 members 
Entering Unmasked Estep 
Score: -35951320.000000 Penalty: 15004.464844
	Iteration 49Q: 3 clusters Score -3.595132e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 206724 members 
Entering Unmasked Estep 
Score: -35951316.000000 Penalty: 15004.464844
	Iteration 50Q: 3 clusters Score -3.595132e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 206719 members 
Entering Unmasked Estep 
Score: -35951288.000000 Penalty: 15004.464844
	Iteration 51Q: 3 clusters Score -3.595129e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 206719 members 
Entering Unmasked Estep 
Score: -35951300.000000 Penalty: 15004.464844
	Iteration 52Q: 3 clusters Score -3.59513e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 206721 members 
Entering Unmasked Estep 
Score: -35951336.000000 Penalty: 15004.464844
	Iteration 53Q: 3 clusters Score -3.595134e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 206722 members 
Entering Unmasked Estep 
Score: -35951336.000000 Penalty: 15004.464844
	Iteration 54Q: 3 clusters Score -3.595134e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 206721 members 
Entering Unmasked Estep 
Score: -35951348.000000 Penalty: 15004.464844
	Iteration 55Q: 3 clusters Score -3.595135e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 206721 members 
Entering Unmasked Estep 
Score: -35951360.000000 Penalty: 15004.464844
	Iteration 56Q: 3 clusters Score -3.595136e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 206721 members 
Entering Unmasked Estep 
Score: -35951360.000000 Penalty: 15004.464844
	Iteration 57Q: 3 clusters Score -3.595136e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 206720 members 
Entering Unmasked Estep 
Score: -35951352.000000 Penalty: 15004.464844
	Iteration 58Q: 3 clusters Score -3.595135e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 206718 members 
Entering Unmasked Estep 
Score: -35951356.000000 Penalty: 15004.464844
	Iteration 59Q: 3 clusters Score -3.595136e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 206714 members 
Entering Unmasked Estep 
Score: -35951340.000000 Penalty: 15004.464844
	Iteration 60F: 3 clusters Score -3.595134e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 206712 members 
Entering Unmasked Estep 
Score: -35951332.000000 Penalty: 15004.464844
	Iteration 61Q: 3 clusters Score -3.595133e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 206713 members 
Entering Unmasked Estep 
Score: -35951332.000000 Penalty: 15004.464844
	Iteration 62Q: 3 clusters Score -3.595133e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 206710 members 
Entering Unmasked Estep 
Score: -35951356.000000 Penalty: 15004.464844
	Iteration 63Q: 3 clusters Score -3.595136e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 206711 members 
Entering Unmasked Estep 
Score: -35951356.000000 Penalty: 15004.464844
	Iteration 64Q: 3 clusters Score -3.595136e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 206709 members 
Entering Unmasked Estep 
Score: -35951364.000000 Penalty: 15004.464844
	Iteration 65Q: 3 clusters Score -3.595136e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 206708 members 
Entering Unmasked Estep 
Score: -35951368.000000 Penalty: 15004.464844
	Iteration 66Q: 3 clusters Score -3.595137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 206708 members 
Entering Unmasked Estep 
Score: -35951384.000000 Penalty: 15004.464844
	Iteration 67Q: 3 clusters Score -3.595138e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 206709 members 
Entering Unmasked Estep 
Score: -35951380.000000 Penalty: 15004.464844
	Iteration 68Q: 3 clusters Score -3.595138e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 206709 members 
Entering Unmasked Estep 
Score: -35951380.000000 Penalty: 15004.464844
	Iteration 69F: 3 clusters Score -3.595138e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Entering Unmasked Estep 
Score: -1129276.750000 Penalty: 5417.244141
	Iteration 0F: 2 clusters Score -1129277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1120927.125000 Penalty: 10834.488281
	Iteration 0F: 3 clusters Score -1120927 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1122396.375000 Penalty: 10834.488281
	Iteration 1F: 3 clusters Score -1122396 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1122790.500000 Penalty: 10834.488281
	Iteration 2F: 3 clusters Score -1122790 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1123055.125000 Penalty: 10834.488281
	Iteration 3Q: 3 clusters Score -1123055 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1123261.375000 Penalty: 10834.488281
	Iteration 4Q: 3 clusters Score -1123261 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1123441.625000 Penalty: 10834.488281
	Iteration 5Q: 3 clusters Score -1123442 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1123632.250000 Penalty: 10834.488281
	Iteration 6Q: 3 clusters Score -1123632 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1123878.000000 Penalty: 10834.488281
	Iteration 7Q: 3 clusters Score -1123878 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1124207.000000 Penalty: 10834.488281
	Iteration 8Q: 3 clusters Score -1124207 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1124604.750000 Penalty: 10834.488281
	Iteration 9Q: 3 clusters Score -1124605 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1125051.250000 Penalty: 10834.488281
	Iteration 10F: 3 clusters Score -1125051 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1125517.625000 Penalty: 10834.488281
	Iteration 11F: 3 clusters Score -1125518 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1125924.500000 Penalty: 10834.488281
	Iteration 12Q: 3 clusters Score -1125924 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1126209.375000 Penalty: 10834.488281
	Iteration 13Q: 3 clusters Score -1126209 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1126368.125000 Penalty: 10834.488281
	Iteration 14Q: 3 clusters Score -1126368 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1126457.875000 Penalty: 10834.488281
	Iteration 15Q: 3 clusters Score -1126458 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1126507.125000 Penalty: 10834.488281
	Iteration 16Q: 3 clusters Score -1126507 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1126543.125000 Penalty: 10834.488281
	Iteration 17Q: 3 clusters Score -1126543 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1126570.875000 Penalty: 10834.488281
	Iteration 18Q: 3 clusters Score -1126571 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1126602.500000 Penalty: 10834.488281
	Iteration 19Q: 3 clusters Score -1126602 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1126617.250000 Penalty: 10834.488281
	Iteration 20F: 3 clusters Score -1126617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1126622.625000 Penalty: 10834.488281
	Iteration 21Q: 3 clusters Score -1126623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1126627.625000 Penalty: 10834.488281
	Iteration 22Q: 3 clusters Score -1126628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1126630.625000 Penalty: 10834.488281
	Iteration 23Q: 3 clusters Score -1126631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1126632.875000 Penalty: 10834.488281
	Iteration 24Q: 3 clusters Score -1126633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1126635.500000 Penalty: 10834.488281
	Iteration 25Q: 3 clusters Score -1126636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1126636.750000 Penalty: 10834.488281
	Iteration 26Q: 3 clusters Score -1126637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1126641.500000 Penalty: 10834.488281
	Iteration 27Q: 3 clusters Score -1126642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1126643.000000 Penalty: 10834.488281
	Iteration 28Q: 3 clusters Score -1126643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1126648.375000 Penalty: 10834.488281
	Iteration 29Q: 3 clusters Score -1126648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1126650.250000 Penalty: 10834.488281
	Iteration 30Q: 3 clusters Score -1126650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1126650.000000 Penalty: 10834.488281
	Iteration 31Q: 3 clusters Score -1126650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1126650.875000 Penalty: 10834.488281
	Iteration 32Q: 3 clusters Score -1126651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1126650.875000 Penalty: 10834.488281
	Iteration 33F: 3 clusters Score -1126651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (29817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29817 members 
Entering Unmasked Estep 
Score: -4882700.500000 Penalty: 6310.485352
	Iteration 0F: 2 clusters Score -4882700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -4860047.000000 Penalty: 12620.970703
	Iteration 0F: 3 clusters Score -4860047 nChanged 12496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -4866686.500000 Penalty: 12620.970703
	Iteration 1F: 3 clusters Score -4866686 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -4867680.500000 Penalty: 12620.970703
	Iteration 2F: 3 clusters Score -4867680 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -4868501.500000 Penalty: 12620.970703
	Iteration 3F: 3 clusters Score -4868502 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -4869380.000000 Penalty: 12620.970703
	Iteration 4F: 3 clusters Score -4869380 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -4870346.500000 Penalty: 12620.970703
	Iteration 5F: 3 clusters Score -4870346 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -4871298.500000 Penalty: 12620.970703
	Iteration 6Q: 3 clusters Score -4871298 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -4872223.500000 Penalty: 12620.970703
	Iteration 7Q: 3 clusters Score -4872224 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -4873092.500000 Penalty: 12620.970703
	Iteration 8Q: 3 clusters Score -4873092 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -4873954.500000 Penalty: 12620.970703
	Iteration 9Q: 3 clusters Score -4873954 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23179 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -4874725.000000 Penalty: 12620.970703
	Iteration 10Q: 3 clusters Score -4874725 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -4875428.000000 Penalty: 12620.970703
	Iteration 11Q: 3 clusters Score -4875428 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -4876005.000000 Penalty: 12620.970703
	Iteration 12Q: 3 clusters Score -4876005 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -4876475.000000 Penalty: 12620.970703
	Iteration 13Q: 3 clusters Score -4876475 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26160 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -4876854.500000 Penalty: 12620.970703
	Iteration 14Q: 3 clusters Score -4876854 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -4877154.500000 Penalty: 12620.970703
	Iteration 15Q: 3 clusters Score -4877154 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26948 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -4877392.500000 Penalty: 12620.970703
	Iteration 16Q: 3 clusters Score -4877392 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -4877614.000000 Penalty: 12620.970703
	Iteration 17Q: 3 clusters Score -4877614 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27509 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -4877782.500000 Penalty: 12620.970703
	Iteration 18Q: 3 clusters Score -4877782 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27689 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -4877880.500000 Penalty: 12620.970703
	Iteration 19Q: 3 clusters Score -4877880 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -4878000.000000 Penalty: 12620.970703
	Iteration 20F: 3 clusters Score -4878000 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27961 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -4878066.500000 Penalty: 12620.970703
	Iteration 21Q: 3 clusters Score -4878066 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28045 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -4878127.000000 Penalty: 12620.970703
	Iteration 22Q: 3 clusters Score -4878127 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28114 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -4878175.000000 Penalty: 12620.970703
	Iteration 23Q: 3 clusters Score -4878175 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28169 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -4878201.500000 Penalty: 12620.970703
	Iteration 24Q: 3 clusters Score -4878202 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28227 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -4878256.000000 Penalty: 12620.970703
	Iteration 25Q: 3 clusters Score -4878256 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28268 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -4878286.500000 Penalty: 12620.970703
	Iteration 26Q: 3 clusters Score -4878286 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28299 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -4878295.000000 Penalty: 12620.970703
	Iteration 27Q: 3 clusters Score -4878295 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28330 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -4878320.500000 Penalty: 12620.970703
	Iteration 28Q: 3 clusters Score -4878320 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28350 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -4878333.000000 Penalty: 12620.970703
	Iteration 29Q: 3 clusters Score -4878333 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28367 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -4878351.000000 Penalty: 12620.970703
	Iteration 30Q: 3 clusters Score -4878351 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28384 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -4878357.500000 Penalty: 12620.970703
	Iteration 31Q: 3 clusters Score -4878358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28395 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -4878371.500000 Penalty: 12620.970703
	Iteration 32Q: 3 clusters Score -4878372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28406 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -4878382.000000 Penalty: 12620.970703
	Iteration 33Q: 3 clusters Score -4878382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28414 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -4878389.000000 Penalty: 12620.970703
	Iteration 34Q: 3 clusters Score -4878389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28420 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -4878392.500000 Penalty: 12620.970703
	Iteration 35Q: 3 clusters Score -4878392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28425 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -4878389.500000 Penalty: 12620.970703
	Iteration 36Q: 3 clusters Score -4878390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28426 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -4878380.500000 Penalty: 12620.970703
	Iteration 37Q: 3 clusters Score -4878380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28428 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -4878392.000000 Penalty: 12620.970703
	Iteration 38Q: 3 clusters Score -4878392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28428 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -4878392.000000 Penalty: 12620.970703
	Iteration 39F: 3 clusters Score -4878392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (52749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52749 members 
Entering Unmasked Estep 
Score: -9094183.000000 Penalty: 6659.896484
	Iteration 0F: 2 clusters Score -9094183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26241 members 
Mstep: Class 2 contains 26508 members 
Entering Unmasked Estep 
Score: -9056881.000000 Penalty: 13319.792969
	Iteration 0F: 3 clusters Score -9056881 nChanged 23193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
Score: -9069235.000000 Penalty: 13319.792969
	Iteration 1F: 3 clusters Score -9069235 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25287 members 
Mstep: Class 2 contains 27462 members 
Entering Unmasked Estep 
Score: -9070258.000000 Penalty: 13319.792969
	Iteration 2F: 3 clusters Score -9070258 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24662 members 
Mstep: Class 2 contains 28087 members 
Entering Unmasked Estep 
Score: -9071144.000000 Penalty: 13319.792969
	Iteration 3Q: 3 clusters Score -9071144 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 28925 members 
Entering Unmasked Estep 
Score: -9071951.000000 Penalty: 13319.792969
	Iteration 4Q: 3 clusters Score -9071951 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 29954 members 
Entering Unmasked Estep 
Score: -9072892.000000 Penalty: 13319.792969
	Iteration 5Q: 3 clusters Score -9072892 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 31328 members 
Entering Unmasked Estep 
Score: -9073928.000000 Penalty: 13319.792969
	Iteration 6Q: 3 clusters Score -9073928 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 33138 members 
Entering Unmasked Estep 
Score: -9075194.000000 Penalty: 13319.792969
	Iteration 7Q: 3 clusters Score -9075194 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 35329 members 
Entering Unmasked Estep 
Score: -9076711.000000 Penalty: 13319.792969
	Iteration 8F: 3 clusters Score -9076711 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 37929 members 
Entering Unmasked Estep 
Score: -9078639.000000 Penalty: 13319.792969
	Iteration 9F: 3 clusters Score -9078639 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 40597 members 
Entering Unmasked Estep 
Score: -9080847.000000 Penalty: 13319.792969
	Iteration 10F: 3 clusters Score -9080847 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 43144 members 
Entering Unmasked Estep 
Score: -9083050.000000 Penalty: 13319.792969
	Iteration 11F: 3 clusters Score -9083050 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 45189 members 
Entering Unmasked Estep 
Score: -9085090.000000 Penalty: 13319.792969
	Iteration 12Q: 3 clusters Score -9085090 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 46563 members 
Entering Unmasked Estep 
Score: -9086534.000000 Penalty: 13319.792969
	Iteration 13Q: 3 clusters Score -9086534 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 47354 members 
Entering Unmasked Estep 
Score: -9087454.000000 Penalty: 13319.792969
	Iteration 14Q: 3 clusters Score -9087454 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 47838 members 
Entering Unmasked Estep 
Score: -9087888.000000 Penalty: 13319.792969
	Iteration 15Q: 3 clusters Score -9087888 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 48184 members 
Entering Unmasked Estep 
Score: -9088110.000000 Penalty: 13319.792969
	Iteration 16Q: 3 clusters Score -9088110 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 48461 members 
Entering Unmasked Estep 
Score: -9088269.000000 Penalty: 13319.792969
	Iteration 17Q: 3 clusters Score -9088269 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 48648 members 
Entering Unmasked Estep 
Score: -9088323.000000 Penalty: 13319.792969
	Iteration 18Q: 3 clusters Score -9088323 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 48793 members 
Entering Unmasked Estep 
Score: -9088385.000000 Penalty: 13319.792969
	Iteration 19Q: 3 clusters Score -9088385 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 48911 members 
Entering Unmasked Estep 
Score: -9088425.000000 Penalty: 13319.792969
	Iteration 20F: 3 clusters Score -9088425 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 49012 members 
Entering Unmasked Estep 
Score: -9088454.000000 Penalty: 13319.792969
	Iteration 21Q: 3 clusters Score -9088454 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 49096 members 
Entering Unmasked Estep 
Score: -9088504.000000 Penalty: 13319.792969
	Iteration 22Q: 3 clusters Score -9088504 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 49187 members 
Entering Unmasked Estep 
Score: -9088538.000000 Penalty: 13319.792969
	Iteration 23Q: 3 clusters Score -9088538 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 49266 members 
Entering Unmasked Estep 
Score: -9088550.000000 Penalty: 13319.792969
	Iteration 24Q: 3 clusters Score -9088550 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 49333 members 
Entering Unmasked Estep 
Score: -9088580.000000 Penalty: 13319.792969
	Iteration 25Q: 3 clusters Score -9088580 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 49392 members 
Entering Unmasked Estep 
Score: -9088623.000000 Penalty: 13319.792969
	Iteration 26Q: 3 clusters Score -9088623 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 49447 members 
Entering Unmasked Estep 
Score: -9088639.000000 Penalty: 13319.792969
	Iteration 27Q: 3 clusters Score -9088639 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 49494 members 
Entering Unmasked Estep 
Score: -9088655.000000 Penalty: 13319.792969
	Iteration 28Q: 3 clusters Score -9088655 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 49537 members 
Entering Unmasked Estep 
Score: -9088669.000000 Penalty: 13319.792969
	Iteration 29Q: 3 clusters Score -9088669 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 49576 members 
Entering Unmasked Estep 
Score: -9088672.000000 Penalty: 13319.792969
	Iteration 30Q: 3 clusters Score -9088672 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 49607 members 
Entering Unmasked Estep 
Score: -9088685.000000 Penalty: 13319.792969
	Iteration 31Q: 3 clusters Score -9088685 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 49647 members 
Entering Unmasked Estep 
Score: -9088706.000000 Penalty: 13319.792969
	Iteration 32Q: 3 clusters Score -9088706 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 49670 members 
Entering Unmasked Estep 
Score: -9088718.000000 Penalty: 13319.792969
	Iteration 33Q: 3 clusters Score -9088718 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 49686 members 
Entering Unmasked Estep 
Score: -9088702.000000 Penalty: 13319.792969
	Iteration 34Q: 3 clusters Score -9088702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 49700 members 
Entering Unmasked Estep 
Score: -9088713.000000 Penalty: 13319.792969
	Iteration 35Q: 3 clusters Score -9088713 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 49717 members 
Entering Unmasked Estep 
Score: -9088716.000000 Penalty: 13319.792969
	Iteration 36Q: 3 clusters Score -9088716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 49729 members 
Entering Unmasked Estep 
Score: -9088713.000000 Penalty: 13319.792969
	Iteration 37Q: 3 clusters Score -9088713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 49736 members 
Entering Unmasked Estep 
Score: -9088714.000000 Penalty: 13319.792969
	Iteration 38Q: 3 clusters Score -9088714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 49747 members 
Entering Unmasked Estep 
Score: -9088723.000000 Penalty: 13319.792969
	Iteration 39Q: 3 clusters Score -9088723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 49756 members 
Entering Unmasked Estep 
Score: -9088732.000000 Penalty: 13319.792969
	Iteration 40F: 3 clusters Score -9088732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 49769 members 
Entering Unmasked Estep 
Score: -9088733.000000 Penalty: 13319.792969
	Iteration 41Q: 3 clusters Score -9088733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 49775 members 
Entering Unmasked Estep 
Score: -9088742.000000 Penalty: 13319.792969
	Iteration 42Q: 3 clusters Score -9088742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 49783 members 
Entering Unmasked Estep 
Score: -9088751.000000 Penalty: 13319.792969
	Iteration 43Q: 3 clusters Score -9088751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 49790 members 
Entering Unmasked Estep 
Score: -9088747.000000 Penalty: 13319.792969
	Iteration 44Q: 3 clusters Score -9088747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 49793 members 
Entering Unmasked Estep 
Score: -9088737.000000 Penalty: 13319.792969
	Iteration 45Q: 3 clusters Score -9088737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 49793 members 
Entering Unmasked Estep 
Score: -9088737.000000 Penalty: 13319.792969
	Iteration 46F: 3 clusters Score -9088737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (36739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36739 members 
Entering Unmasked Estep 
Score: -6209031.500000 Penalty: 6438.351074
	Iteration 0F: 2 clusters Score -6209032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -6181888.000000 Penalty: 12876.702148
	Iteration 0F: 3 clusters Score -6181888 nChanged 15810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -6190186.000000 Penalty: 12876.702148
	Iteration 1F: 3 clusters Score -6190186 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -6190957.000000 Penalty: 12876.702148
	Iteration 2F: 3 clusters Score -6190957 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -6191473.000000 Penalty: 12876.702148
	Iteration 3Q: 3 clusters Score -6191473 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -6191879.000000 Penalty: 12876.702148
	Iteration 4Q: 3 clusters Score -6191879 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -6192211.500000 Penalty: 12876.702148
	Iteration 5Q: 3 clusters Score -6192212 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -6192560.500000 Penalty: 12876.702148
	Iteration 6Q: 3 clusters Score -6192560 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -6192892.500000 Penalty: 12876.702148
	Iteration 7Q: 3 clusters Score -6192892 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -6193273.000000 Penalty: 12876.702148
	Iteration 8Q: 3 clusters Score -6193273 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -6193702.000000 Penalty: 12876.702148
	Iteration 9Q: 3 clusters Score -6193702 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -6194237.000000 Penalty: 12876.702148
	Iteration 10Q: 3 clusters Score -6194237 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -6195042.000000 Penalty: 12876.702148
	Iteration 11Q: 3 clusters Score -6195042 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 24686 members 
Entering Unmasked Estep 
Score: -6196085.500000 Penalty: 12876.702148
	Iteration 12Q: 3 clusters Score -6196086 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -6197168.000000 Penalty: 12876.702148
	Iteration 13F: 3 clusters Score -6197168 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -6198196.000000 Penalty: 12876.702148
	Iteration 14Q: 3 clusters Score -6198196 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 28987 members 
Entering Unmasked Estep 
Score: -6199193.500000 Penalty: 12876.702148
	Iteration 15Q: 3 clusters Score -6199194 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 30198 members 
Entering Unmasked Estep 
Score: -6200009.500000 Penalty: 12876.702148
	Iteration 16Q: 3 clusters Score -6200010 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 31166 members 
Entering Unmasked Estep 
Score: -6200610.500000 Penalty: 12876.702148
	Iteration 17Q: 3 clusters Score -6200610 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 31921 members 
Entering Unmasked Estep 
Score: -6201070.500000 Penalty: 12876.702148
	Iteration 18Q: 3 clusters Score -6201070 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 32545 members 
Entering Unmasked Estep 
Score: -6201489.500000 Penalty: 12876.702148
	Iteration 19Q: 3 clusters Score -6201490 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 33016 members 
Entering Unmasked Estep 
Score: -6201779.500000 Penalty: 12876.702148
	Iteration 20F: 3 clusters Score -6201780 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 33425 members 
Entering Unmasked Estep 
Score: -6202022.000000 Penalty: 12876.702148
	Iteration 21Q: 3 clusters Score -6202022 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 33799 members 
Entering Unmasked Estep 
Score: -6202236.000000 Penalty: 12876.702148
	Iteration 22Q: 3 clusters Score -6202236 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 34116 members 
Entering Unmasked Estep 
Score: -6202422.500000 Penalty: 12876.702148
	Iteration 23Q: 3 clusters Score -6202422 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 34406 members 
Entering Unmasked Estep 
Score: -6202647.000000 Penalty: 12876.702148
	Iteration 24Q: 3 clusters Score -6202647 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 34668 members 
Entering Unmasked Estep 
Score: -6202848.000000 Penalty: 12876.702148
	Iteration 25Q: 3 clusters Score -6202848 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 34864 members 
Entering Unmasked Estep 
Score: -6202989.000000 Penalty: 12876.702148
	Iteration 26Q: 3 clusters Score -6202989 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 35019 members 
Entering Unmasked Estep 
Score: -6203108.500000 Penalty: 12876.702148
	Iteration 27Q: 3 clusters Score -6203108 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 35164 members 
Entering Unmasked Estep 
Score: -6203239.000000 Penalty: 12876.702148
	Iteration 28Q: 3 clusters Score -6203239 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 35282 members 
Entering Unmasked Estep 
Score: -6203330.000000 Penalty: 12876.702148
	Iteration 29Q: 3 clusters Score -6203330 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 35364 members 
Entering Unmasked Estep 
Score: -6203400.000000 Penalty: 12876.702148
	Iteration 30Q: 3 clusters Score -6203400 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 35417 members 
Entering Unmasked Estep 
Score: -6203430.000000 Penalty: 12876.702148
	Iteration 31Q: 3 clusters Score -6203430 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 35461 members 
Entering Unmasked Estep 
Score: -6203470.000000 Penalty: 12876.702148
	Iteration 32Q: 3 clusters Score -6203470 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 35493 members 
Entering Unmasked Estep 
Score: -6203486.500000 Penalty: 12876.702148
	Iteration 33Q: 3 clusters Score -6203486 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 35517 members 
Entering Unmasked Estep 
Score: -6203516.500000 Penalty: 12876.702148
	Iteration 34Q: 3 clusters Score -6203516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 35530 members 
Entering Unmasked Estep 
Score: -6203534.000000 Penalty: 12876.702148
	Iteration 35Q: 3 clusters Score -6203534 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 35548 members 
Entering Unmasked Estep 
Score: -6203548.000000 Penalty: 12876.702148
	Iteration 36Q: 3 clusters Score -6203548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 35557 members 
Entering Unmasked Estep 
Score: -6203551.500000 Penalty: 12876.702148
	Iteration 37Q: 3 clusters Score -6203552 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 35573 members 
Entering Unmasked Estep 
Score: -6203554.000000 Penalty: 12876.702148
	Iteration 38Q: 3 clusters Score -6203554 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 35589 members 
Entering Unmasked Estep 
Score: -6203573.500000 Penalty: 12876.702148
	Iteration 39Q: 3 clusters Score -6203574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 35603 members 
Entering Unmasked Estep 
Score: -6203587.000000 Penalty: 12876.702148
	Iteration 40F: 3 clusters Score -6203587 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 35616 members 
Entering Unmasked Estep 
Score: -6203608.500000 Penalty: 12876.702148
	Iteration 41Q: 3 clusters Score -6203608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 35627 members 
Entering Unmasked Estep 
Score: -6203619.000000 Penalty: 12876.702148
	Iteration 42Q: 3 clusters Score -6203619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 35634 members 
Entering Unmasked Estep 
Score: -6203618.000000 Penalty: 12876.702148
	Iteration 43Q: 3 clusters Score -6203618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 35634 members 
Entering Unmasked Estep 
Score: -6203620.500000 Penalty: 12876.702148
	Iteration 44Q: 3 clusters Score -6203620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 35635 members 
Entering Unmasked Estep 
Score: -6203614.500000 Penalty: 12876.702148
	Iteration 45Q: 3 clusters Score -6203614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 35637 members 
Entering Unmasked Estep 
Score: -6203618.500000 Penalty: 12876.702148
	Iteration 46Q: 3 clusters Score -6203618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 35638 members 
Entering Unmasked Estep 
Score: -6203617.000000 Penalty: 12876.702148
	Iteration 47Q: 3 clusters Score -6203617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 35639 members 
Entering Unmasked Estep 
Score: -6203612.500000 Penalty: 12876.702148
	Iteration 48Q: 3 clusters Score -6203612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 35640 members 
Entering Unmasked Estep 
Score: -6203614.500000 Penalty: 12876.702148
	Iteration 49Q: 3 clusters Score -6203614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 35641 members 
Entering Unmasked Estep 
Score: -6203613.500000 Penalty: 12876.702148
	Iteration 50Q: 3 clusters Score -6203614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 35642 members 
Entering Unmasked Estep 
Score: -6203613.500000 Penalty: 12876.702148
	Iteration 51Q: 3 clusters Score -6203614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 35643 members 
Entering Unmasked Estep 
Score: -6203613.500000 Penalty: 12876.702148
	Iteration 52Q: 3 clusters Score -6203614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 35645 members 
Entering Unmasked Estep 
Score: -6203619.500000 Penalty: 12876.702148
	Iteration 53Q: 3 clusters Score -6203620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 35647 members 
Entering Unmasked Estep 
Score: -6203624.500000 Penalty: 12876.702148
	Iteration 54Q: 3 clusters Score -6203624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 35647 members 
Entering Unmasked Estep 
Score: -6203624.500000 Penalty: 12876.702148
	Iteration 55F: 3 clusters Score -6203624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Entering Unmasked Estep 
Score: -153576.234375 Penalty: 4237.701172
	Iteration 0F: 2 clusters Score -153576.2 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 488 members 
Entering Unmasked Estep 
Score: -149530.953125 Penalty: 8475.402344
	Iteration 0F: 3 clusters Score -149531 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -149925.953125 Penalty: 8475.402344
	Iteration 1F: 3 clusters Score -149926 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -150093.500000 Penalty: 8475.402344
	Iteration 2Q: 3 clusters Score -150093.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -150203.031250 Penalty: 8475.402344
	Iteration 3Q: 3 clusters Score -150203 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -150371.484375 Penalty: 8475.402344
	Iteration 4Q: 3 clusters Score -150371.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -150441.781250 Penalty: 8475.402344
	Iteration 5Q: 3 clusters Score -150441.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -150472.171875 Penalty: 8475.402344
	Iteration 6Q: 3 clusters Score -150472.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -150493.234375 Penalty: 8475.402344
	Iteration 7Q: 3 clusters Score -150493.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -150536.140625 Penalty: 8475.402344
	Iteration 8Q: 3 clusters Score -150536.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -150591.031250 Penalty: 8475.402344
	Iteration 9Q: 3 clusters Score -150591 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -150680.031250 Penalty: 8475.402344
	Iteration 10Q: 3 clusters Score -150680 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -150763.078125 Penalty: 8475.402344
	Iteration 11Q: 3 clusters Score -150763.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -150847.343750 Penalty: 8475.402344
	Iteration 12Q: 3 clusters Score -150847.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -151005.906250 Penalty: 8475.402344
	Iteration 13Q: 3 clusters Score -151005.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -151109.328125 Penalty: 8475.402344
	Iteration 14Q: 3 clusters Score -151109.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -151205.203125 Penalty: 8475.402344
	Iteration 15Q: 3 clusters Score -151205.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -151361.468750 Penalty: 8475.402344
	Iteration 16Q: 3 clusters Score -151361.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -151482.156250 Penalty: 8475.402344
	Iteration 17Q: 3 clusters Score -151482.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -151628.046875 Penalty: 8475.402344
	Iteration 18Q: 3 clusters Score -151628 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -151721.968750 Penalty: 8475.402344
	Iteration 19Q: 3 clusters Score -151722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -151774.375000 Penalty: 8475.402344
	Iteration 20F: 3 clusters Score -151774.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -151821.671875 Penalty: 8475.402344
	Iteration 21Q: 3 clusters Score -151821.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -151863.187500 Penalty: 8475.402344
	Iteration 22Q: 3 clusters Score -151863.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -151887.531250 Penalty: 8475.402344
	Iteration 23Q: 3 clusters Score -151887.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -151909.890625 Penalty: 8475.402344
	Iteration 24Q: 3 clusters Score -151909.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -151943.437500 Penalty: 8475.402344
	Iteration 25Q: 3 clusters Score -151943.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -151988.031250 Penalty: 8475.402344
	Iteration 26Q: 3 clusters Score -151988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -152031.500000 Penalty: 8475.402344
	Iteration 27Q: 3 clusters Score -152031.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -152070.953125 Penalty: 8475.402344
	Iteration 28Q: 3 clusters Score -152071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -152117.031250 Penalty: 8475.402344
	Iteration 29Q: 3 clusters Score -152117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -152147.250000 Penalty: 8475.402344
	Iteration 30Q: 3 clusters Score -152147.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -152188.140625 Penalty: 8475.402344
	Iteration 31Q: 3 clusters Score -152188.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -152203.187500 Penalty: 8475.402344
	Iteration 32Q: 3 clusters Score -152203.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -152241.281250 Penalty: 8475.402344
	Iteration 33Q: 3 clusters Score -152241.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -152293.468750 Penalty: 8475.402344
	Iteration 34Q: 3 clusters Score -152293.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -152313.781250 Penalty: 8475.402344
	Iteration 35Q: 3 clusters Score -152313.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -152358.875000 Penalty: 8475.402344
	Iteration 36Q: 3 clusters Score -152358.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -152389.531250 Penalty: 8475.402344
	Iteration 37Q: 3 clusters Score -152389.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -152406.609375 Penalty: 8475.402344
	Iteration 38Q: 3 clusters Score -152406.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -152432.406250 Penalty: 8475.402344
	Iteration 39Q: 3 clusters Score -152432.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -152475.078125 Penalty: 8475.402344
	Iteration 40F: 3 clusters Score -152475.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -152762.906250 Penalty: 8475.402344
	Iteration 41Q: 3 clusters Score -152762.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -152884.859375 Penalty: 8475.402344
	Iteration 42Q: 3 clusters Score -152884.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -152950.296875 Penalty: 8475.402344
	Iteration 43Q: 3 clusters Score -152950.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -152976.312500 Penalty: 8475.402344
	Iteration 44Q: 3 clusters Score -152976.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -152992.406250 Penalty: 8475.402344
	Iteration 45Q: 3 clusters Score -152992.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -152992.406250 Penalty: 8475.402344
	Iteration 46F: 3 clusters Score -152992.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Entering Unmasked Estep 
Score: -515837.625000 Penalty: 4927.137207
	Iteration 0F: 2 clusters Score -515837.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -510094.250000 Penalty: 9854.274414
	Iteration 0F: 3 clusters Score -510094.2 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -510959.656250 Penalty: 9854.274414
	Iteration 1F: 3 clusters Score -510959.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -511328.187500 Penalty: 9854.274414
	Iteration 2F: 3 clusters Score -511328.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -511667.312500 Penalty: 9854.274414
	Iteration 3Q: 3 clusters Score -511667.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -512066.843750 Penalty: 9854.274414
	Iteration 4Q: 3 clusters Score -512066.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -512526.875000 Penalty: 9854.274414
	Iteration 5F: 3 clusters Score -512526.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -512911.937500 Penalty: 9854.274414
	Iteration 6Q: 3 clusters Score -512911.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -513129.593750 Penalty: 9854.274414
	Iteration 7Q: 3 clusters Score -513129.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -513323.562500 Penalty: 9854.274414
	Iteration 8Q: 3 clusters Score -513323.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -513416.031250 Penalty: 9854.274414
	Iteration 9Q: 3 clusters Score -513416 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -513486.812500 Penalty: 9854.274414
	Iteration 10Q: 3 clusters Score -513486.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -513552.156250 Penalty: 9854.274414
	Iteration 11Q: 3 clusters Score -513552.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -513612.781250 Penalty: 9854.274414
	Iteration 12Q: 3 clusters Score -513612.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -513662.937500 Penalty: 9854.274414
	Iteration 13Q: 3 clusters Score -513662.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -513687.437500 Penalty: 9854.274414
	Iteration 14Q: 3 clusters Score -513687.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -513710.937500 Penalty: 9854.274414
	Iteration 15Q: 3 clusters Score -513710.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -513754.656250 Penalty: 9854.274414
	Iteration 16Q: 3 clusters Score -513754.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -513796.437500 Penalty: 9854.274414
	Iteration 17Q: 3 clusters Score -513796.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -513847.718750 Penalty: 9854.274414
	Iteration 18Q: 3 clusters Score -513847.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -513908.500000 Penalty: 9854.274414
	Iteration 19Q: 3 clusters Score -513908.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -513942.968750 Penalty: 9854.274414
	Iteration 20F: 3 clusters Score -513943 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -513971.593750 Penalty: 9854.274414
	Iteration 21Q: 3 clusters Score -513971.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -514014.187500 Penalty: 9854.274414
	Iteration 22Q: 3 clusters Score -514014.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -514091.406250 Penalty: 9854.274414
	Iteration 23Q: 3 clusters Score -514091.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -514199.875000 Penalty: 9854.274414
	Iteration 24Q: 3 clusters Score -514199.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -514330.375000 Penalty: 9854.274414
	Iteration 25Q: 3 clusters Score -514330.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -514456.000000 Penalty: 9854.274414
	Iteration 26Q: 3 clusters Score -514456 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -514586.125000 Penalty: 9854.274414
	Iteration 27Q: 3 clusters Score -514586.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -514701.562500 Penalty: 9854.274414
	Iteration 28Q: 3 clusters Score -514701.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -514836.093750 Penalty: 9854.274414
	Iteration 29Q: 3 clusters Score -514836.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -514946.406250 Penalty: 9854.274414
	Iteration 30Q: 3 clusters Score -514946.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -515049.625000 Penalty: 9854.274414
	Iteration 31Q: 3 clusters Score -515049.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -515111.968750 Penalty: 9854.274414
	Iteration 32Q: 3 clusters Score -515112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -515140.843750 Penalty: 9854.274414
	Iteration 33Q: 3 clusters Score -515140.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -515150.125000 Penalty: 9854.274414
	Iteration 34Q: 3 clusters Score -515150.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -515160.281250 Penalty: 9854.274414
	Iteration 35Q: 3 clusters Score -515160.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -515165.156250 Penalty: 9854.274414
	Iteration 36Q: 3 clusters Score -515165.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -515165.656250 Penalty: 9854.274414
	Iteration 37Q: 3 clusters Score -515165.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -515165.656250 Penalty: 9854.274414
	Iteration 38F: 3 clusters Score -515165.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Entering Unmasked Estep 
Score: -2376969.500000 Penalty: 5828.360840
	Iteration 0F: 2 clusters Score -2376970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -2364547.500000 Penalty: 11656.721680
	Iteration 0F: 3 clusters Score -2364548 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -2367384.750000 Penalty: 11656.721680
	Iteration 1F: 3 clusters Score -2367385 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -2367919.750000 Penalty: 11656.721680
	Iteration 2F: 3 clusters Score -2367920 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -2368217.500000 Penalty: 11656.721680
	Iteration 3Q: 3 clusters Score -2368218 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -2368400.000000 Penalty: 11656.721680
	Iteration 4Q: 3 clusters Score -2368400 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -2368539.000000 Penalty: 11656.721680
	Iteration 5Q: 3 clusters Score -2368539 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -2368629.000000 Penalty: 11656.721680
	Iteration 6Q: 3 clusters Score -2368629 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -2368711.750000 Penalty: 11656.721680
	Iteration 7Q: 3 clusters Score -2368712 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -2368785.250000 Penalty: 11656.721680
	Iteration 8Q: 3 clusters Score -2368785 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -2368851.000000 Penalty: 11656.721680
	Iteration 9Q: 3 clusters Score -2368851 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -2368904.000000 Penalty: 11656.721680
	Iteration 10Q: 3 clusters Score -2368904 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -2368961.500000 Penalty: 11656.721680
	Iteration 11Q: 3 clusters Score -2368962 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -2369023.250000 Penalty: 11656.721680
	Iteration 12Q: 3 clusters Score -2369023 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -2369087.000000 Penalty: 11656.721680
	Iteration 13Q: 3 clusters Score -2369087 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -2369147.000000 Penalty: 11656.721680
	Iteration 14Q: 3 clusters Score -2369147 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -2369197.250000 Penalty: 11656.721680
	Iteration 15Q: 3 clusters Score -2369197 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -2369242.000000 Penalty: 11656.721680
	Iteration 16Q: 3 clusters Score -2369242 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -2369309.250000 Penalty: 11656.721680
	Iteration 17Q: 3 clusters Score -2369309 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -2369374.500000 Penalty: 11656.721680
	Iteration 18Q: 3 clusters Score -2369374 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -2369439.750000 Penalty: 11656.721680
	Iteration 19Q: 3 clusters Score -2369440 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -2369512.750000 Penalty: 11656.721680
	Iteration 20F: 3 clusters Score -2369513 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -2369594.750000 Penalty: 11656.721680
	Iteration 21Q: 3 clusters Score -2369595 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -2369688.250000 Penalty: 11656.721680
	Iteration 22Q: 3 clusters Score -2369688 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -2369776.000000 Penalty: 11656.721680
	Iteration 23Q: 3 clusters Score -2369776 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -2369865.750000 Penalty: 11656.721680
	Iteration 24Q: 3 clusters Score -2369866 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -2369967.750000 Penalty: 11656.721680
	Iteration 25Q: 3 clusters Score -2369968 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -2370087.250000 Penalty: 11656.721680
	Iteration 26Q: 3 clusters Score -2370087 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -2370224.750000 Penalty: 11656.721680
	Iteration 27Q: 3 clusters Score -2370225 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -2370368.500000 Penalty: 11656.721680
	Iteration 28Q: 3 clusters Score -2370368 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -2370502.250000 Penalty: 11656.721680
	Iteration 29Q: 3 clusters Score -2370502 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2370642.250000 Penalty: 11656.721680
	Iteration 30Q: 3 clusters Score -2370642 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2370778.500000 Penalty: 11656.721680
	Iteration 31Q: 3 clusters Score -2370778 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2370910.250000 Penalty: 11656.721680
	Iteration 32Q: 3 clusters Score -2370910 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2371039.750000 Penalty: 11656.721680
	Iteration 33Q: 3 clusters Score -2371040 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2371139.500000 Penalty: 11656.721680
	Iteration 34Q: 3 clusters Score -2371140 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2371230.500000 Penalty: 11656.721680
	Iteration 35Q: 3 clusters Score -2371230 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2371305.500000 Penalty: 11656.721680
	Iteration 36Q: 3 clusters Score -2371306 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2371376.000000 Penalty: 11656.721680
	Iteration 37Q: 3 clusters Score -2371376 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2371427.000000 Penalty: 11656.721680
	Iteration 38Q: 3 clusters Score -2371427 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2371466.000000 Penalty: 11656.721680
	Iteration 39Q: 3 clusters Score -2371466 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2371500.250000 Penalty: 11656.721680
	Iteration 40F: 3 clusters Score -2371500 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2371533.000000 Penalty: 11656.721680
	Iteration 41Q: 3 clusters Score -2371533 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2371565.750000 Penalty: 11656.721680
	Iteration 42Q: 3 clusters Score -2371566 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2371600.000000 Penalty: 11656.721680
	Iteration 43Q: 3 clusters Score -2371600 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2371617.750000 Penalty: 11656.721680
	Iteration 44Q: 3 clusters Score -2371618 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2371631.000000 Penalty: 11656.721680
	Iteration 45Q: 3 clusters Score -2371631 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2371649.750000 Penalty: 11656.721680
	Iteration 46Q: 3 clusters Score -2371650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2371661.750000 Penalty: 11656.721680
	Iteration 47Q: 3 clusters Score -2371662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2371673.500000 Penalty: 11656.721680
	Iteration 48Q: 3 clusters Score -2371674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2371683.500000 Penalty: 11656.721680
	Iteration 49Q: 3 clusters Score -2371684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2371686.250000 Penalty: 11656.721680
	Iteration 50Q: 3 clusters Score -2371686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2371691.750000 Penalty: 11656.721680
	Iteration 51Q: 3 clusters Score -2371692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2371694.750000 Penalty: 11656.721680
	Iteration 52Q: 3 clusters Score -2371695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2371700.000000 Penalty: 11656.721680
	Iteration 53Q: 3 clusters Score -2371700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2371704.000000 Penalty: 11656.721680
	Iteration 54Q: 3 clusters Score -2371704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2371711.250000 Penalty: 11656.721680
	Iteration 55Q: 3 clusters Score -2371711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2371719.500000 Penalty: 11656.721680
	Iteration 56Q: 3 clusters Score -2371720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2371733.000000 Penalty: 11656.721680
	Iteration 57Q: 3 clusters Score -2371733 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2371742.750000 Penalty: 11656.721680
	Iteration 58Q: 3 clusters Score -2371743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2371747.250000 Penalty: 11656.721680
	Iteration 59Q: 3 clusters Score -2371747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2371752.750000 Penalty: 11656.721680
	Iteration 60F: 3 clusters Score -2371753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (23057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Entering Unmasked Estep 
Score: -3936277.250000 Penalty: 6153.006348
	Iteration 0F: 2 clusters Score -3936277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -3917801.500000 Penalty: 12306.012695
	Iteration 0F: 3 clusters Score -3917802 nChanged 9422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -3922832.500000 Penalty: 12306.012695
	Iteration 1F: 3 clusters Score -3922832 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -3923489.500000 Penalty: 12306.012695
	Iteration 2F: 3 clusters Score -3923490 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -3923875.250000 Penalty: 12306.012695
	Iteration 3Q: 3 clusters Score -3923875 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -3924186.500000 Penalty: 12306.012695
	Iteration 4Q: 3 clusters Score -3924186 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -3924436.750000 Penalty: 12306.012695
	Iteration 5Q: 3 clusters Score -3924437 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -3924660.750000 Penalty: 12306.012695
	Iteration 6Q: 3 clusters Score -3924661 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -3924892.250000 Penalty: 12306.012695
	Iteration 7Q: 3 clusters Score -3924892 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -3925174.250000 Penalty: 12306.012695
	Iteration 8Q: 3 clusters Score -3925174 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -3925474.000000 Penalty: 12306.012695
	Iteration 9Q: 3 clusters Score -3925474 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -3925842.250000 Penalty: 12306.012695
	Iteration 10Q: 3 clusters Score -3925842 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -3926314.500000 Penalty: 12306.012695
	Iteration 11Q: 3 clusters Score -3926314 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -3926884.500000 Penalty: 12306.012695
	Iteration 12Q: 3 clusters Score -3926884 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -3927516.750000 Penalty: 12306.012695
	Iteration 13Q: 3 clusters Score -3927517 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -3928196.250000 Penalty: 12306.012695
	Iteration 14Q: 3 clusters Score -3928196 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -3928815.750000 Penalty: 12306.012695
	Iteration 15Q: 3 clusters Score -3928816 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -3929387.500000 Penalty: 12306.012695
	Iteration 16Q: 3 clusters Score -3929388 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -3929834.500000 Penalty: 12306.012695
	Iteration 17Q: 3 clusters Score -3929834 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -3930172.500000 Penalty: 12306.012695
	Iteration 18Q: 3 clusters Score -3930172 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -3930390.250000 Penalty: 12306.012695
	Iteration 19Q: 3 clusters Score -3930390 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3930537.500000 Penalty: 12306.012695
	Iteration 20F: 3 clusters Score -3930538 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3930657.750000 Penalty: 12306.012695
	Iteration 21Q: 3 clusters Score -3930658 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -3930729.250000 Penalty: 12306.012695
	Iteration 22Q: 3 clusters Score -3930729 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -3930777.750000 Penalty: 12306.012695
	Iteration 23Q: 3 clusters Score -3930778 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22259 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -3930825.500000 Penalty: 12306.012695
	Iteration 24Q: 3 clusters Score -3930826 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3930853.000000 Penalty: 12306.012695
	Iteration 25Q: 3 clusters Score -3930853 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3930888.000000 Penalty: 12306.012695
	Iteration 26Q: 3 clusters Score -3930888 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -3930909.000000 Penalty: 12306.012695
	Iteration 27Q: 3 clusters Score -3930909 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3930931.000000 Penalty: 12306.012695
	Iteration 28Q: 3 clusters Score -3930931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22343 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -3930942.500000 Penalty: 12306.012695
	Iteration 29Q: 3 clusters Score -3930942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22347 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -3930941.750000 Penalty: 12306.012695
	Iteration 30Q: 3 clusters Score -3930942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3930939.250000 Penalty: 12306.012695
	Iteration 31Q: 3 clusters Score -3930939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -3930945.000000 Penalty: 12306.012695
	Iteration 32Q: 3 clusters Score -3930945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -3930944.750000 Penalty: 12306.012695
	Iteration 33Q: 3 clusters Score -3930945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -3930941.500000 Penalty: 12306.012695
	Iteration 34Q: 3 clusters Score -3930942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -3930947.000000 Penalty: 12306.012695
	Iteration 35Q: 3 clusters Score -3930947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -3930949.750000 Penalty: 12306.012695
	Iteration 36Q: 3 clusters Score -3930950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3930948.750000 Penalty: 12306.012695
	Iteration 37Q: 3 clusters Score -3930949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3930948.750000 Penalty: 12306.012695
	Iteration 38F: 3 clusters Score -3930949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (288590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288590 members 
Entering Unmasked Estep 
Score: -49714496.000000 Penalty: 7700.816895
	Iteration 0F: 2 clusters Score -4.97145e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144246 members 
Mstep: Class 2 contains 144344 members 
Entering Unmasked Estep 
Score: -49524800.000000 Penalty: 15401.633789
	Iteration 0F: 3 clusters Score -4.95248e+07 nChanged 136891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142841 members 
Mstep: Class 2 contains 145749 members 
Entering Unmasked Estep 
Score: -49604748.000000 Penalty: 15401.633789
	Iteration 1F: 3 clusters Score -4.960475e+07 nChanged 9195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141704 members 
Mstep: Class 2 contains 146886 members 
Entering Unmasked Estep 
Score: -49606848.000000 Penalty: 15401.633789
	Iteration 2Q: 3 clusters Score -4.960685e+07 nChanged 10012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139842 members 
Mstep: Class 2 contains 148748 members 
Entering Unmasked Estep 
Score: -49610048.000000 Penalty: 15401.633789
	Iteration 3Q: 3 clusters Score -4.961005e+07 nChanged 11695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136809 members 
Mstep: Class 2 contains 151781 members 
Entering Unmasked Estep 
Score: -49614496.000000 Penalty: 15401.633789
	Iteration 4Q: 3 clusters Score -4.96145e+07 nChanged 13795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132010 members 
Mstep: Class 2 contains 156580 members 
Entering Unmasked Estep 
Score: -49620640.000000 Penalty: 15401.633789
	Iteration 5Q: 3 clusters Score -4.962064e+07 nChanged 16557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124901 members 
Mstep: Class 2 contains 163689 members 
Entering Unmasked Estep 
Score: -49630048.000000 Penalty: 15401.633789
	Iteration 6F: 3 clusters Score -4.963005e+07 nChanged 18748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115931 members 
Mstep: Class 2 contains 172659 members 
Entering Unmasked Estep 
Score: -49642672.000000 Penalty: 15401.633789
	Iteration 7F: 3 clusters Score -4.964267e+07 nChanged 19701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106350 members 
Mstep: Class 2 contains 182240 members 
Entering Unmasked Estep 
Score: -49658396.000000 Penalty: 15401.633789
	Iteration 8F: 3 clusters Score -4.96584e+07 nChanged 18031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97715 members 
Mstep: Class 2 contains 190875 members 
Entering Unmasked Estep 
Score: -49671988.000000 Penalty: 15401.633789
	Iteration 9F: 3 clusters Score -4.967199e+07 nChanged 14011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90628 members 
Mstep: Class 2 contains 197962 members 
Entering Unmasked Estep 
Score: -49680312.000000 Penalty: 15401.633789
	Iteration 10Q: 3 clusters Score -4.968031e+07 nChanged 9543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84423 members 
Mstep: Class 2 contains 204167 members 
Entering Unmasked Estep 
Score: -49684544.000000 Penalty: 15401.633789
	Iteration 11Q: 3 clusters Score -4.968454e+07 nChanged 6970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78161 members 
Mstep: Class 2 contains 210429 members 
Entering Unmasked Estep 
Score: -49687036.000000 Penalty: 15401.633789
	Iteration 12Q: 3 clusters Score -4.968704e+07 nChanged 6388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71923 members 
Mstep: Class 2 contains 216667 members 
Entering Unmasked Estep 
Score: -49689352.000000 Penalty: 15401.633789
	Iteration 13Q: 3 clusters Score -4.968935e+07 nChanged 6189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65798 members 
Mstep: Class 2 contains 222792 members 
Entering Unmasked Estep 
Score: -49691364.000000 Penalty: 15401.633789
	Iteration 14Q: 3 clusters Score -4.969136e+07 nChanged 6130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59706 members 
Mstep: Class 2 contains 228884 members 
Entering Unmasked Estep 
Score: -49693448.000000 Penalty: 15401.633789
	Iteration 15Q: 3 clusters Score -4.969345e+07 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53840 members 
Mstep: Class 2 contains 234750 members 
Entering Unmasked Estep 
Score: -49695412.000000 Penalty: 15401.633789
	Iteration 16Q: 3 clusters Score -4.969541e+07 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48387 members 
Mstep: Class 2 contains 240203 members 
Entering Unmasked Estep 
Score: -49696928.000000 Penalty: 15401.633789
	Iteration 17Q: 3 clusters Score -4.969693e+07 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43302 members 
Mstep: Class 2 contains 245288 members 
Entering Unmasked Estep 
Score: -49698260.000000 Penalty: 15401.633789
	Iteration 18Q: 3 clusters Score -4.969826e+07 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38448 members 
Mstep: Class 2 contains 250142 members 
Entering Unmasked Estep 
Score: -49699828.000000 Penalty: 15401.633789
	Iteration 19Q: 3 clusters Score -4.969983e+07 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34009 members 
Mstep: Class 2 contains 254581 members 
Entering Unmasked Estep 
Score: -49701400.000000 Penalty: 15401.633789
	Iteration 20F: 3 clusters Score -4.97014e+07 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29967 members 
Mstep: Class 2 contains 258623 members 
Entering Unmasked Estep 
Score: -49702444.000000 Penalty: 15401.633789
	Iteration 21Q: 3 clusters Score -4.970244e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 262251 members 
Entering Unmasked Estep 
Score: -49704176.000000 Penalty: 15401.633789
	Iteration 22Q: 3 clusters Score -4.970418e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 265371 members 
Entering Unmasked Estep 
Score: -49705292.000000 Penalty: 15401.633789
	Iteration 23Q: 3 clusters Score -4.970529e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 268125 members 
Entering Unmasked Estep 
Score: -49706228.000000 Penalty: 15401.633789
	Iteration 24Q: 3 clusters Score -4.970623e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 270481 members 
Entering Unmasked Estep 
Score: -49706640.000000 Penalty: 15401.633789
	Iteration 25Q: 3 clusters Score -4.970664e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 272482 members 
Entering Unmasked Estep 
Score: -49707016.000000 Penalty: 15401.633789
	Iteration 26Q: 3 clusters Score -4.970702e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 274260 members 
Entering Unmasked Estep 
Score: -49707556.000000 Penalty: 15401.633789
	Iteration 27Q: 3 clusters Score -4.970756e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 275745 members 
Entering Unmasked Estep 
Score: -49707848.000000 Penalty: 15401.633789
	Iteration 28Q: 3 clusters Score -4.970785e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 277010 members 
Entering Unmasked Estep 
Score: -49708108.000000 Penalty: 15401.633789
	Iteration 29Q: 3 clusters Score -4.970811e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 278095 members 
Entering Unmasked Estep 
Score: -49708360.000000 Penalty: 15401.633789
	Iteration 30Q: 3 clusters Score -4.970836e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 278999 members 
Entering Unmasked Estep 
Score: -49708460.000000 Penalty: 15401.633789
	Iteration 31Q: 3 clusters Score -4.970846e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 279791 members 
Entering Unmasked Estep 
Score: -49708668.000000 Penalty: 15401.633789
	Iteration 32Q: 3 clusters Score -4.970867e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 280445 members 
Entering Unmasked Estep 
Score: -49708788.000000 Penalty: 15401.633789
	Iteration 33Q: 3 clusters Score -4.970879e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 281008 members 
Entering Unmasked Estep 
Score: -49708780.000000 Penalty: 15401.633789
	Iteration 34Q: 3 clusters Score -4.970878e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 281461 members 
Entering Unmasked Estep 
Score: -49708856.000000 Penalty: 15401.633789
	Iteration 35Q: 3 clusters Score -4.970886e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 281887 members 
Entering Unmasked Estep 
Score: -49708976.000000 Penalty: 15401.633789
	Iteration 36Q: 3 clusters Score -4.970898e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 282244 members 
Entering Unmasked Estep 
Score: -49709060.000000 Penalty: 15401.633789
	Iteration 37Q: 3 clusters Score -4.970906e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 282523 members 
Entering Unmasked Estep 
Score: -49709168.000000 Penalty: 15401.633789
	Iteration 38Q: 3 clusters Score -4.970917e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 282766 members 
Entering Unmasked Estep 
Score: -49709252.000000 Penalty: 15401.633789
	Iteration 39Q: 3 clusters Score -4.970925e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 282977 members 
Entering Unmasked Estep 
Score: -49709276.000000 Penalty: 15401.633789
	Iteration 40F: 3 clusters Score -4.970928e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 283155 members 
Entering Unmasked Estep 
Score: -49709220.000000 Penalty: 15401.633789
	Iteration 41Q: 3 clusters Score -4.970922e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 283339 members 
Entering Unmasked Estep 
Score: -49709244.000000 Penalty: 15401.633789
	Iteration 42Q: 3 clusters Score -4.970924e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 283501 members 
Entering Unmasked Estep 
Score: -49709224.000000 Penalty: 15401.633789
	Iteration 43Q: 3 clusters Score -4.970922e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 283625 members 
Entering Unmasked Estep 
Score: -49709248.000000 Penalty: 15401.633789
	Iteration 44Q: 3 clusters Score -4.970925e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 283740 members 
Entering Unmasked Estep 
Score: -49709284.000000 Penalty: 15401.633789
	Iteration 45Q: 3 clusters Score -4.970928e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 283842 members 
Entering Unmasked Estep 
Score: -49709308.000000 Penalty: 15401.633789
	Iteration 46Q: 3 clusters Score -4.970931e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 283935 members 
Entering Unmasked Estep 
Score: -49709388.000000 Penalty: 15401.633789
	Iteration 47Q: 3 clusters Score -4.970939e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 284015 members 
Entering Unmasked Estep 
Score: -49709404.000000 Penalty: 15401.633789
	Iteration 48Q: 3 clusters Score -4.97094e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 284082 members 
Entering Unmasked Estep 
Score: -49709332.000000 Penalty: 15401.633789
	Iteration 49Q: 3 clusters Score -4.970933e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 284144 members 
Entering Unmasked Estep 
Score: -49709388.000000 Penalty: 15401.633789
	Iteration 50Q: 3 clusters Score -4.970939e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 284201 members 
Entering Unmasked Estep 
Score: -49709348.000000 Penalty: 15401.633789
	Iteration 51Q: 3 clusters Score -4.970935e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 284247 members 
Entering Unmasked Estep 
Score: -49709360.000000 Penalty: 15401.633789
	Iteration 52Q: 3 clusters Score -4.970936e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 284291 members 
Entering Unmasked Estep 
Score: -49709380.000000 Penalty: 15401.633789
	Iteration 53Q: 3 clusters Score -4.970938e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 284315 members 
Entering Unmasked Estep 
Score: -49709380.000000 Penalty: 15401.633789
	Iteration 54Q: 3 clusters Score -4.970938e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 284337 members 
Entering Unmasked Estep 
Score: -49709360.000000 Penalty: 15401.633789
	Iteration 55Q: 3 clusters Score -4.970936e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 284361 members 
Entering Unmasked Estep 
Score: -49709392.000000 Penalty: 15401.633789
	Iteration 56Q: 3 clusters Score -4.970939e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 284388 members 
Entering Unmasked Estep 
Score: -49709376.000000 Penalty: 15401.633789
	Iteration 57Q: 3 clusters Score -4.970938e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 284408 members 
Entering Unmasked Estep 
Score: -49709380.000000 Penalty: 15401.633789
	Iteration 58Q: 3 clusters Score -4.970938e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 284423 members 
Entering Unmasked Estep 
Score: -49709372.000000 Penalty: 15401.633789
	Iteration 59Q: 3 clusters Score -4.970937e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 284433 members 
Entering Unmasked Estep 
Score: -49709384.000000 Penalty: 15401.633789
	Iteration 60F: 3 clusters Score -4.970938e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 284445 members 
Entering Unmasked Estep 
Score: -49709400.000000 Penalty: 15401.633789
	Iteration 61Q: 3 clusters Score -4.97094e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 284451 members 
Entering Unmasked Estep 
Score: -49709416.000000 Penalty: 15401.633789
	Iteration 62Q: 3 clusters Score -4.970942e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 284458 members 
Entering Unmasked Estep 
Score: -49709400.000000 Penalty: 15401.633789
	Iteration 63Q: 3 clusters Score -4.97094e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 284462 members 
Entering Unmasked Estep 
Score: -49709392.000000 Penalty: 15401.633789
	Iteration 64Q: 3 clusters Score -4.970939e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 284470 members 
Entering Unmasked Estep 
Score: -49709400.000000 Penalty: 15401.633789
	Iteration 65Q: 3 clusters Score -4.97094e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 284481 members 
Entering Unmasked Estep 
Score: -49709372.000000 Penalty: 15401.633789
	Iteration 66Q: 3 clusters Score -4.970937e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 284496 members 
Entering Unmasked Estep 
Score: -49709400.000000 Penalty: 15401.633789
	Iteration 67Q: 3 clusters Score -4.97094e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 284507 members 
Entering Unmasked Estep 
Score: -49709384.000000 Penalty: 15401.633789
	Iteration 68Q: 3 clusters Score -4.970938e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 284515 members 
Entering Unmasked Estep 
Score: -49709372.000000 Penalty: 15401.633789
	Iteration 69Q: 3 clusters Score -4.970937e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 284525 members 
Entering Unmasked Estep 
Score: -49709392.000000 Penalty: 15401.633789
	Iteration 70Q: 3 clusters Score -4.970939e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 284535 members 
Entering Unmasked Estep 
Score: -49709404.000000 Penalty: 15401.633789
	Iteration 71Q: 3 clusters Score -4.97094e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 284542 members 
Entering Unmasked Estep 
Score: -49709392.000000 Penalty: 15401.633789
	Iteration 72Q: 3 clusters Score -4.970939e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 284548 members 
Entering Unmasked Estep 
Score: -49709416.000000 Penalty: 15401.633789
	Iteration 73Q: 3 clusters Score -4.970942e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 284553 members 
Entering Unmasked Estep 
Score: -49709400.000000 Penalty: 15401.633789
	Iteration 74Q: 3 clusters Score -4.97094e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 284559 members 
Entering Unmasked Estep 
Score: -49709392.000000 Penalty: 15401.633789
	Iteration 75Q: 3 clusters Score -4.970939e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 284562 members 
Entering Unmasked Estep 
Score: -49709352.000000 Penalty: 15401.633789
	Iteration 76Q: 3 clusters Score -4.970935e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 284568 members 
Entering Unmasked Estep 
Score: -49709352.000000 Penalty: 15401.633789
	Iteration 77Q: 3 clusters Score -4.970935e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 284575 members 
Entering Unmasked Estep 
Score: -49709348.000000 Penalty: 15401.633789
	Iteration 78Q: 3 clusters Score -4.970935e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 284577 members 
Entering Unmasked Estep 
Score: -49709352.000000 Penalty: 15401.633789
	Iteration 79Q: 3 clusters Score -4.970935e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 284583 members 
Entering Unmasked Estep 
Score: -49709376.000000 Penalty: 15401.633789
	Iteration 80F: 3 clusters Score -4.970938e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 284591 members 
Entering Unmasked Estep 
Score: -49709360.000000 Penalty: 15401.633789
	Iteration 81Q: 3 clusters Score -4.970936e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 284598 members 
Entering Unmasked Estep 
Score: -49709372.000000 Penalty: 15401.633789
	Iteration 82Q: 3 clusters Score -4.970937e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 284603 members 
Entering Unmasked Estep 
Score: -49709384.000000 Penalty: 15401.633789
	Iteration 83Q: 3 clusters Score -4.970938e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 284606 members 
Entering Unmasked Estep 
Score: -49709348.000000 Penalty: 15401.633789
	Iteration 84Q: 3 clusters Score -4.970935e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 284611 members 
Entering Unmasked Estep 
Score: -49709336.000000 Penalty: 15401.633789
	Iteration 85Q: 3 clusters Score -4.970934e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 284613 members 
Entering Unmasked Estep 
Score: -49709372.000000 Penalty: 15401.633789
	Iteration 86Q: 3 clusters Score -4.970937e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 284617 members 
Entering Unmasked Estep 
Score: -49709364.000000 Penalty: 15401.633789
	Iteration 87Q: 3 clusters Score -4.970936e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 284617 members 
Entering Unmasked Estep 
Score: -49709376.000000 Penalty: 15401.633789
	Iteration 88Q: 3 clusters Score -4.970938e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 284617 members 
Entering Unmasked Estep 
Score: -49709376.000000 Penalty: 15401.633789
	Iteration 89F: 3 clusters Score -4.970938e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Entering Unmasked Estep 
Score: -258627.265625 Penalty: 4526.107910
	Iteration 0F: 2 clusters Score -258627.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -254026.250000 Penalty: 9052.215820
	Iteration 0F: 3 clusters Score -254026.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -254812.906250 Penalty: 9052.215820
	Iteration 1F: 3 clusters Score -254812.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -255201.312500 Penalty: 9052.215820
	Iteration 2F: 3 clusters Score -255201.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -255458.484375 Penalty: 9052.215820
	Iteration 3F: 3 clusters Score -255458.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -255616.718750 Penalty: 9052.215820
	Iteration 4Q: 3 clusters Score -255616.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -255779.609375 Penalty: 9052.215820
	Iteration 5Q: 3 clusters Score -255779.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -255876.203125 Penalty: 9052.215820
	Iteration 6Q: 3 clusters Score -255876.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -255951.359375 Penalty: 9052.215820
	Iteration 7Q: 3 clusters Score -255951.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -256005.968750 Penalty: 9052.215820
	Iteration 8Q: 3 clusters Score -256006 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -256051.968750 Penalty: 9052.215820
	Iteration 9Q: 3 clusters Score -256052 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -256113.531250 Penalty: 9052.215820
	Iteration 10Q: 3 clusters Score -256113.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -256232.468750 Penalty: 9052.215820
	Iteration 11Q: 3 clusters Score -256232.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -256370.140625 Penalty: 9052.215820
	Iteration 12Q: 3 clusters Score -256370.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -256460.984375 Penalty: 9052.215820
	Iteration 13Q: 3 clusters Score -256461 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -256524.796875 Penalty: 9052.215820
	Iteration 14Q: 3 clusters Score -256524.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -256566.515625 Penalty: 9052.215820
	Iteration 15Q: 3 clusters Score -256566.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -256604.984375 Penalty: 9052.215820
	Iteration 16Q: 3 clusters Score -256605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -256632.859375 Penalty: 9052.215820
	Iteration 17Q: 3 clusters Score -256632.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -256665.656250 Penalty: 9052.215820
	Iteration 18Q: 3 clusters Score -256665.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -256696.734375 Penalty: 9052.215820
	Iteration 19Q: 3 clusters Score -256696.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -256715.187500 Penalty: 9052.215820
	Iteration 20F: 3 clusters Score -256715.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (20849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Entering Unmasked Estep 
Score: -3617595.500000 Penalty: 6091.350098
	Iteration 0F: 2 clusters Score -3617596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -3600566.500000 Penalty: 12182.700195
	Iteration 0F: 3 clusters Score -3600566 nChanged 8392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -3604889.000000 Penalty: 12182.700195
	Iteration 1F: 3 clusters Score -3604889 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -3605576.000000 Penalty: 12182.700195
	Iteration 2F: 3 clusters Score -3605576 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -3606113.750000 Penalty: 12182.700195
	Iteration 3F: 3 clusters Score -3606114 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -3606634.750000 Penalty: 12182.700195
	Iteration 4Q: 3 clusters Score -3606635 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -3607137.500000 Penalty: 12182.700195
	Iteration 5Q: 3 clusters Score -3607138 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -3607678.750000 Penalty: 12182.700195
	Iteration 6Q: 3 clusters Score -3607679 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -3608353.250000 Penalty: 12182.700195
	Iteration 7Q: 3 clusters Score -3608353 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -3609118.500000 Penalty: 12182.700195
	Iteration 8F: 3 clusters Score -3609118 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -3609975.250000 Penalty: 12182.700195
	Iteration 9F: 3 clusters Score -3609975 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -3610840.750000 Penalty: 12182.700195
	Iteration 10F: 3 clusters Score -3610841 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -3611658.000000 Penalty: 12182.700195
	Iteration 11Q: 3 clusters Score -3611658 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -3612237.250000 Penalty: 12182.700195
	Iteration 12Q: 3 clusters Score -3612237 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -3612720.250000 Penalty: 12182.700195
	Iteration 13Q: 3 clusters Score -3612720 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -3613068.250000 Penalty: 12182.700195
	Iteration 14Q: 3 clusters Score -3613068 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -3613346.250000 Penalty: 12182.700195
	Iteration 15Q: 3 clusters Score -3613346 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -3613562.500000 Penalty: 12182.700195
	Iteration 16Q: 3 clusters Score -3613562 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -3613724.750000 Penalty: 12182.700195
	Iteration 17Q: 3 clusters Score -3613725 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -3613875.750000 Penalty: 12182.700195
	Iteration 18Q: 3 clusters Score -3613876 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -3613979.500000 Penalty: 12182.700195
	Iteration 19Q: 3 clusters Score -3613980 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -3614076.500000 Penalty: 12182.700195
	Iteration 20F: 3 clusters Score -3614076 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -3614161.500000 Penalty: 12182.700195
	Iteration 21Q: 3 clusters Score -3614162 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -3614234.000000 Penalty: 12182.700195
	Iteration 22Q: 3 clusters Score -3614234 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -3614270.750000 Penalty: 12182.700195
	Iteration 23Q: 3 clusters Score -3614271 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -3614314.000000 Penalty: 12182.700195
	Iteration 24Q: 3 clusters Score -3614314 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -3614343.250000 Penalty: 12182.700195
	Iteration 25Q: 3 clusters Score -3614343 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -3614371.750000 Penalty: 12182.700195
	Iteration 26Q: 3 clusters Score -3614372 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -3614405.250000 Penalty: 12182.700195
	Iteration 27Q: 3 clusters Score -3614405 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -3614417.000000 Penalty: 12182.700195
	Iteration 28Q: 3 clusters Score -3614417 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -3614440.500000 Penalty: 12182.700195
	Iteration 29Q: 3 clusters Score -3614440 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -3614441.250000 Penalty: 12182.700195
	Iteration 30Q: 3 clusters Score -3614441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -3614441.750000 Penalty: 12182.700195
	Iteration 31Q: 3 clusters Score -3614442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3614451.000000 Penalty: 12182.700195
	Iteration 32Q: 3 clusters Score -3614451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -3614446.750000 Penalty: 12182.700195
	Iteration 33Q: 3 clusters Score -3614447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -3614446.750000 Penalty: 12182.700195
	Iteration 34F: 3 clusters Score -3614447 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (24218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Entering Unmasked Estep 
Score: -4224286.000000 Penalty: 6183.096680
	Iteration 0F: 2 clusters Score -4224286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -4205171.000000 Penalty: 12366.193359
	Iteration 0F: 3 clusters Score -4205171 nChanged 10004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -4210497.500000 Penalty: 12366.193359
	Iteration 1F: 3 clusters Score -4210498 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -4211094.500000 Penalty: 12366.193359
	Iteration 2F: 3 clusters Score -4211094 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -4211480.500000 Penalty: 12366.193359
	Iteration 3Q: 3 clusters Score -4211480 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -4211767.500000 Penalty: 12366.193359
	Iteration 4Q: 3 clusters Score -4211768 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -4211967.000000 Penalty: 12366.193359
	Iteration 5Q: 3 clusters Score -4211967 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -4212095.000000 Penalty: 12366.193359
	Iteration 6Q: 3 clusters Score -4212095 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -4212257.500000 Penalty: 12366.193359
	Iteration 7Q: 3 clusters Score -4212258 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -4212414.000000 Penalty: 12366.193359
	Iteration 8Q: 3 clusters Score -4212414 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -4212578.000000 Penalty: 12366.193359
	Iteration 9Q: 3 clusters Score -4212578 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -4212814.500000 Penalty: 12366.193359
	Iteration 10Q: 3 clusters Score -4212814 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -4213097.000000 Penalty: 12366.193359
	Iteration 11Q: 3 clusters Score -4213097 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -4213437.500000 Penalty: 12366.193359
	Iteration 12Q: 3 clusters Score -4213438 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -4213850.500000 Penalty: 12366.193359
	Iteration 13Q: 3 clusters Score -4213850 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -4214337.500000 Penalty: 12366.193359
	Iteration 14Q: 3 clusters Score -4214338 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -4214885.500000 Penalty: 12366.193359
	Iteration 15Q: 3 clusters Score -4214886 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -4215457.000000 Penalty: 12366.193359
	Iteration 16Q: 3 clusters Score -4215457 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -4216025.000000 Penalty: 12366.193359
	Iteration 17Q: 3 clusters Score -4216025 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -4216610.000000 Penalty: 12366.193359
	Iteration 18Q: 3 clusters Score -4216610 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -4217156.000000 Penalty: 12366.193359
	Iteration 19Q: 3 clusters Score -4217156 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -4217569.500000 Penalty: 12366.193359
	Iteration 20F: 3 clusters Score -4217570 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -4217843.000000 Penalty: 12366.193359
	Iteration 21Q: 3 clusters Score -4217843 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -4218069.000000 Penalty: 12366.193359
	Iteration 22Q: 3 clusters Score -4218069 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -4218218.500000 Penalty: 12366.193359
	Iteration 23Q: 3 clusters Score -4218218 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -4218353.000000 Penalty: 12366.193359
	Iteration 24Q: 3 clusters Score -4218353 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -4218483.500000 Penalty: 12366.193359
	Iteration 25Q: 3 clusters Score -4218484 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -4218558.500000 Penalty: 12366.193359
	Iteration 26Q: 3 clusters Score -4218558 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -4218635.500000 Penalty: 12366.193359
	Iteration 27Q: 3 clusters Score -4218636 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -4218698.500000 Penalty: 12366.193359
	Iteration 28Q: 3 clusters Score -4218698 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -4218736.000000 Penalty: 12366.193359
	Iteration 29Q: 3 clusters Score -4218736 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -4218760.500000 Penalty: 12366.193359
	Iteration 30Q: 3 clusters Score -4218760 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -4218783.500000 Penalty: 12366.193359
	Iteration 31Q: 3 clusters Score -4218784 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -4218793.000000 Penalty: 12366.193359
	Iteration 32Q: 3 clusters Score -4218793 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -4218812.500000 Penalty: 12366.193359
	Iteration 33Q: 3 clusters Score -4218812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -4218817.000000 Penalty: 12366.193359
	Iteration 34Q: 3 clusters Score -4218817 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -4218839.000000 Penalty: 12366.193359
	Iteration 35Q: 3 clusters Score -4218839 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -4218849.500000 Penalty: 12366.193359
	Iteration 36Q: 3 clusters Score -4218850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -4218855.500000 Penalty: 12366.193359
	Iteration 37Q: 3 clusters Score -4218856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -4218853.000000 Penalty: 12366.193359
	Iteration 38Q: 3 clusters Score -4218853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -4218860.000000 Penalty: 12366.193359
	Iteration 39Q: 3 clusters Score -4218860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -4218867.000000 Penalty: 12366.193359
	Iteration 40F: 3 clusters Score -4218867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -4218869.000000 Penalty: 12366.193359
	Iteration 41Q: 3 clusters Score -4218869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23285 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -4218873.500000 Penalty: 12366.193359
	Iteration 42Q: 3 clusters Score -4218874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -4218880.500000 Penalty: 12366.193359
	Iteration 43Q: 3 clusters Score -4218880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -4218881.000000 Penalty: 12366.193359
	Iteration 44Q: 3 clusters Score -4218881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -4218881.500000 Penalty: 12366.193359
	Iteration 45Q: 3 clusters Score -4218882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -4218888.500000 Penalty: 12366.193359
	Iteration 46Q: 3 clusters Score -4218888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -4218884.500000 Penalty: 12366.193359
	Iteration 47Q: 3 clusters Score -4218884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -4218887.000000 Penalty: 12366.193359
	Iteration 48Q: 3 clusters Score -4218887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -4218890.500000 Penalty: 12366.193359
	Iteration 49Q: 3 clusters Score -4218890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -4218891.500000 Penalty: 12366.193359
	Iteration 50Q: 3 clusters Score -4218892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -4218891.500000 Penalty: 12366.193359
	Iteration 51Q: 3 clusters Score -4218892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -4218889.500000 Penalty: 12366.193359
	Iteration 52Q: 3 clusters Score -4218890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -4218889.500000 Penalty: 12366.193359
	Iteration 53F: 3 clusters Score -4218890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Entering Unmasked Estep 
Score: -266833.687500 Penalty: 4544.370605
	Iteration 0F: 2 clusters Score -266833.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -262048.828125 Penalty: 9088.741211
	Iteration 0F: 3 clusters Score -262048.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -262551.468750 Penalty: 9088.741211
	Iteration 1F: 3 clusters Score -262551.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -262703.625000 Penalty: 9088.741211
	Iteration 2F: 3 clusters Score -262703.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -262779.187500 Penalty: 9088.741211
	Iteration 3Q: 3 clusters Score -262779.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -262835.750000 Penalty: 9088.741211
	Iteration 4Q: 3 clusters Score -262835.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -262868.656250 Penalty: 9088.741211
	Iteration 5Q: 3 clusters Score -262868.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -262909.093750 Penalty: 9088.741211
	Iteration 6Q: 3 clusters Score -262909.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -262943.343750 Penalty: 9088.741211
	Iteration 7Q: 3 clusters Score -262943.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -262958.718750 Penalty: 9088.741211
	Iteration 8Q: 3 clusters Score -262958.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -262968.906250 Penalty: 9088.741211
	Iteration 9Q: 3 clusters Score -262968.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -262973.375000 Penalty: 9088.741211
	Iteration 10Q: 3 clusters Score -262973.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -262980.125000 Penalty: 9088.741211
	Iteration 11Q: 3 clusters Score -262980.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -262984.250000 Penalty: 9088.741211
	Iteration 12Q: 3 clusters Score -262984.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -262995.250000 Penalty: 9088.741211
	Iteration 13Q: 3 clusters Score -262995.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -263003.906250 Penalty: 9088.741211
	Iteration 14Q: 3 clusters Score -263003.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -263037.812500 Penalty: 9088.741211
	Iteration 15Q: 3 clusters Score -263037.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -263126.250000 Penalty: 9088.741211
	Iteration 16Q: 3 clusters Score -263126.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -263268.593750 Penalty: 9088.741211
	Iteration 17Q: 3 clusters Score -263268.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -263361.250000 Penalty: 9088.741211
	Iteration 18Q: 3 clusters Score -263361.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -263418.500000 Penalty: 9088.741211
	Iteration 19Q: 3 clusters Score -263418.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -263461.000000 Penalty: 9088.741211
	Iteration 20F: 3 clusters Score -263461 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -263503.031250 Penalty: 9088.741211
	Iteration 21Q: 3 clusters Score -263503 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -263543.156250 Penalty: 9088.741211
	Iteration 22Q: 3 clusters Score -263543.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -263583.281250 Penalty: 9088.741211
	Iteration 23Q: 3 clusters Score -263583.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -263604.187500 Penalty: 9088.741211
	Iteration 24Q: 3 clusters Score -263604.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -263632.468750 Penalty: 9088.741211
	Iteration 25Q: 3 clusters Score -263632.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -263645.750000 Penalty: 9088.741211
	Iteration 26Q: 3 clusters Score -263645.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -263660.062500 Penalty: 9088.741211
	Iteration 27Q: 3 clusters Score -263660.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -263679.187500 Penalty: 9088.741211
	Iteration 28Q: 3 clusters Score -263679.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -263688.437500 Penalty: 9088.741211
	Iteration 29Q: 3 clusters Score -263688.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -263696.281250 Penalty: 9088.741211
	Iteration 30Q: 3 clusters Score -263696.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -263706.812500 Penalty: 9088.741211
	Iteration 31Q: 3 clusters Score -263706.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -263721.062500 Penalty: 9088.741211
	Iteration 32Q: 3 clusters Score -263721.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -263734.187500 Penalty: 9088.741211
	Iteration 33Q: 3 clusters Score -263734.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -263752.875000 Penalty: 9088.741211
	Iteration 34Q: 3 clusters Score -263752.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -263764.718750 Penalty: 9088.741211
	Iteration 35Q: 3 clusters Score -263764.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -263775.718750 Penalty: 9088.741211
	Iteration 36Q: 3 clusters Score -263775.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -263785.406250 Penalty: 9088.741211
	Iteration 37Q: 3 clusters Score -263785.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -263790.718750 Penalty: 9088.741211
	Iteration 38Q: 3 clusters Score -263790.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -263799.718750 Penalty: 9088.741211
	Iteration 39Q: 3 clusters Score -263799.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -263816.937500 Penalty: 9088.741211
	Iteration 40F: 3 clusters Score -263816.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -263825.625000 Penalty: 9088.741211
	Iteration 41Q: 3 clusters Score -263825.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -263831.937500 Penalty: 9088.741211
	Iteration 42Q: 3 clusters Score -263831.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -263848.343750 Penalty: 9088.741211
	Iteration 43Q: 3 clusters Score -263848.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -263864.593750 Penalty: 9088.741211
	Iteration 44Q: 3 clusters Score -263864.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -263887.468750 Penalty: 9088.741211
	Iteration 45Q: 3 clusters Score -263887.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -263962.125000 Penalty: 9088.741211
	Iteration 46Q: 3 clusters Score -263962.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -264011.406250 Penalty: 9088.741211
	Iteration 47Q: 3 clusters Score -264011.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -264076.687500 Penalty: 9088.741211
	Iteration 48Q: 3 clusters Score -264076.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -264150.000000 Penalty: 9088.741211
	Iteration 49Q: 3 clusters Score -264150 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -264266.500000 Penalty: 9088.741211
	Iteration 50Q: 3 clusters Score -264266.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -264364.812500 Penalty: 9088.741211
	Iteration 51Q: 3 clusters Score -264364.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -264440.031250 Penalty: 9088.741211
	Iteration 52Q: 3 clusters Score -264440 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -264520.250000 Penalty: 9088.741211
	Iteration 53Q: 3 clusters Score -264520.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -264620.750000 Penalty: 9088.741211
	Iteration 54Q: 3 clusters Score -264620.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -264723.781250 Penalty: 9088.741211
	Iteration 55Q: 3 clusters Score -264723.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -264817.843750 Penalty: 9088.741211
	Iteration 56Q: 3 clusters Score -264817.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -264879.125000 Penalty: 9088.741211
	Iteration 57Q: 3 clusters Score -264879.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -264899.750000 Penalty: 9088.741211
	Iteration 58Q: 3 clusters Score -264899.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -264912.187500 Penalty: 9088.741211
	Iteration 59Q: 3 clusters Score -264912.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -264931.062500 Penalty: 9088.741211
	Iteration 60F: 3 clusters Score -264931.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -264946.437500 Penalty: 9088.741211
	Iteration 61Q: 3 clusters Score -264946.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -264957.531250 Penalty: 9088.741211
	Iteration 62Q: 3 clusters Score -264957.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -264964.656250 Penalty: 9088.741211
	Iteration 63Q: 3 clusters Score -264964.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -264969.031250 Penalty: 9088.741211
	Iteration 64Q: 3 clusters Score -264969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -264977.406250 Penalty: 9088.741211
	Iteration 65Q: 3 clusters Score -264977.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -264986.593750 Penalty: 9088.741211
	Iteration 66Q: 3 clusters Score -264986.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -264997.718750 Penalty: 9088.741211
	Iteration 67Q: 3 clusters Score -264997.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -265011.937500 Penalty: 9088.741211
	Iteration 68Q: 3 clusters Score -265011.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -265020.375000 Penalty: 9088.741211
	Iteration 69Q: 3 clusters Score -265020.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -265030.375000 Penalty: 9088.741211
	Iteration 70Q: 3 clusters Score -265030.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -265040.250000 Penalty: 9088.741211
	Iteration 71Q: 3 clusters Score -265040.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -265045.500000 Penalty: 9088.741211
	Iteration 72Q: 3 clusters Score -265045.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -265049.531250 Penalty: 9088.741211
	Iteration 73Q: 3 clusters Score -265049.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -265050.750000 Penalty: 9088.741211
	Iteration 74Q: 3 clusters Score -265050.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -265050.750000 Penalty: 9088.741211
	Iteration 75F: 3 clusters Score -265050.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Entering Unmasked Estep 
Score: -208970.843750 Penalty: 4423.374512
	Iteration 0F: 2 clusters Score -208970.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -204692.437500 Penalty: 8846.749023
	Iteration 0F: 3 clusters Score -204692.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -205202.812500 Penalty: 8846.749023
	Iteration 1F: 3 clusters Score -205202.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -205403.453125 Penalty: 8846.749023
	Iteration 2F: 3 clusters Score -205403.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -205496.156250 Penalty: 8846.749023
	Iteration 3Q: 3 clusters Score -205496.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -205590.468750 Penalty: 8846.749023
	Iteration 4Q: 3 clusters Score -205590.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -205662.125000 Penalty: 8846.749023
	Iteration 5Q: 3 clusters Score -205662.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -205724.796875 Penalty: 8846.749023
	Iteration 6Q: 3 clusters Score -205724.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -205817.578125 Penalty: 8846.749023
	Iteration 7Q: 3 clusters Score -205817.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -205885.140625 Penalty: 8846.749023
	Iteration 8Q: 3 clusters Score -205885.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -205970.281250 Penalty: 8846.749023
	Iteration 9Q: 3 clusters Score -205970.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -206031.984375 Penalty: 8846.749023
	Iteration 10Q: 3 clusters Score -206032 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -206122.656250 Penalty: 8846.749023
	Iteration 11Q: 3 clusters Score -206122.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -206264.093750 Penalty: 8846.749023
	Iteration 12Q: 3 clusters Score -206264.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -206426.000000 Penalty: 8846.749023
	Iteration 13Q: 3 clusters Score -206426 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -206630.812500 Penalty: 8846.749023
	Iteration 14Q: 3 clusters Score -206630.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -206835.953125 Penalty: 8846.749023
	Iteration 15Q: 3 clusters Score -206836 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -206985.781250 Penalty: 8846.749023
	Iteration 16Q: 3 clusters Score -206985.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -207107.812500 Penalty: 8846.749023
	Iteration 17Q: 3 clusters Score -207107.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -207176.968750 Penalty: 8846.749023
	Iteration 18Q: 3 clusters Score -207177 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -207253.468750 Penalty: 8846.749023
	Iteration 19Q: 3 clusters Score -207253.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -207310.031250 Penalty: 8846.749023
	Iteration 20F: 3 clusters Score -207310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -207347.921875 Penalty: 8846.749023
	Iteration 21Q: 3 clusters Score -207347.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -207365.671875 Penalty: 8846.749023
	Iteration 22Q: 3 clusters Score -207365.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -207374.546875 Penalty: 8846.749023
	Iteration 23Q: 3 clusters Score -207374.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -207377.046875 Penalty: 8846.749023
	Iteration 24Q: 3 clusters Score -207377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -207377.046875 Penalty: 8846.749023
	Iteration 25F: 3 clusters Score -207377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Entering Unmasked Estep 
Score: -171374.812500 Penalty: 4311.254883
	Iteration 0F: 2 clusters Score -171374.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -167189.468750 Penalty: 8622.509766
	Iteration 0F: 3 clusters Score -167189.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -167732.171875 Penalty: 8622.509766
	Iteration 1F: 3 clusters Score -167732.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -168079.156250 Penalty: 8622.509766
	Iteration 2F: 3 clusters Score -168079.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -168652.593750 Penalty: 8622.509766
	Iteration 3F: 3 clusters Score -168652.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -169143.406250 Penalty: 8622.509766
	Iteration 4F: 3 clusters Score -169143.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -169506.640625 Penalty: 8622.509766
	Iteration 5F: 3 clusters Score -169506.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -169742.062500 Penalty: 8622.509766
	Iteration 6Q: 3 clusters Score -169742.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -169920.031250 Penalty: 8622.509766
	Iteration 7Q: 3 clusters Score -169920 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -170110.750000 Penalty: 8622.509766
	Iteration 8Q: 3 clusters Score -170110.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -170587.078125 Penalty: 8622.509766
	Iteration 9Q: 3 clusters Score -170587.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -171460.375000 Penalty: 8622.509766
	Iteration 10Q: 3 clusters Score -171460.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -171691.781250 Penalty: 8622.509766
	Iteration 11Q: 3 clusters Score -171691.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -171764.234375 Penalty: 8622.509766
	Iteration 12Q: 3 clusters Score -171764.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -171793.984375 Penalty: 8622.509766
	Iteration 13Q: 3 clusters Score -171794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -171805.000000 Penalty: 8622.509766
	Iteration 14Q: 3 clusters Score -171805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -171805.000000 Penalty: 8622.509766
	Iteration 15F: 3 clusters Score -171805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208677 members 
Mstep: Class 2 contains 6936 members 
Mstep: Class 3 contains 29817 members 
Mstep: Class 4 contains 52749 members 
Mstep: Class 5 contains 36739 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13571 members 
Mstep: Class 9 contains 23057 members 
Mstep: Class 10 contains 288590 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20849 members 
Mstep: Class 13 contains 24218 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 87851 members 
Mstep: Class 18 contains 513025 members 
Mstep: Class 19 contains 841 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11430 members 
Mstep: Class 22 contains 46192 members 
Entering Unmasked Estep 
Score: -233331040.000000 Penalty: 190448.093750
Splitting cluster 16 changes total score from -233333360.000000 to -233331040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (87851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87851 members 
Entering Unmasked Estep 
Score: -14836735.000000 Penalty: 6972.330566
	Iteration 0F: 2 clusters Score -1.483674e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43926 members 
Mstep: Class 2 contains 43925 members 
Entering Unmasked Estep 
Score: -14776856.000000 Penalty: 13944.661133
	Iteration 0F: 3 clusters Score -1.477686e+07 nChanged 39518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44026 members 
Mstep: Class 2 contains 43825 members 
Entering Unmasked Estep 
Score: -14798030.000000 Penalty: 13944.661133
	Iteration 1F: 3 clusters Score -1.479803e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44016 members 
Mstep: Class 2 contains 43835 members 
Entering Unmasked Estep 
Score: -14799161.000000 Penalty: 13944.661133
	Iteration 2Q: 3 clusters Score -1.479916e+07 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43938 members 
Mstep: Class 2 contains 43913 members 
Entering Unmasked Estep 
Score: -14800059.000000 Penalty: 13944.661133
	Iteration 3Q: 3 clusters Score -1.480006e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43849 members 
Mstep: Class 2 contains 44002 members 
Entering Unmasked Estep 
Score: -14800853.000000 Penalty: 13944.661133
	Iteration 4Q: 3 clusters Score -1.480085e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43691 members 
Mstep: Class 2 contains 44160 members 
Entering Unmasked Estep 
Score: -14801614.000000 Penalty: 13944.661133
	Iteration 5Q: 3 clusters Score -1.480161e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43473 members 
Mstep: Class 2 contains 44378 members 
Entering Unmasked Estep 
Score: -14802266.000000 Penalty: 13944.661133
	Iteration 6Q: 3 clusters Score -1.480227e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43189 members 
Mstep: Class 2 contains 44662 members 
Entering Unmasked Estep 
Score: -14803025.000000 Penalty: 13944.661133
	Iteration 7Q: 3 clusters Score -1.480302e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42849 members 
Mstep: Class 2 contains 45002 members 
Entering Unmasked Estep 
Score: -14803758.000000 Penalty: 13944.661133
	Iteration 8Q: 3 clusters Score -1.480376e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42292 members 
Mstep: Class 2 contains 45559 members 
Entering Unmasked Estep 
Score: -14804541.000000 Penalty: 13944.661133
	Iteration 9Q: 3 clusters Score -1.480454e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41518 members 
Mstep: Class 2 contains 46333 members 
Entering Unmasked Estep 
Score: -14805573.000000 Penalty: 13944.661133
	Iteration 10Q: 3 clusters Score -1.480557e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40621 members 
Mstep: Class 2 contains 47230 members 
Entering Unmasked Estep 
Score: -14806640.000000 Penalty: 13944.661133
	Iteration 11Q: 3 clusters Score -1.480664e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39627 members 
Mstep: Class 2 contains 48224 members 
Entering Unmasked Estep 
Score: -14807742.000000 Penalty: 13944.661133
	Iteration 12Q: 3 clusters Score -1.480774e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38509 members 
Mstep: Class 2 contains 49342 members 
Entering Unmasked Estep 
Score: -14809045.000000 Penalty: 13944.661133
	Iteration 13Q: 3 clusters Score -1.480904e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37330 members 
Mstep: Class 2 contains 50521 members 
Entering Unmasked Estep 
Score: -14810111.000000 Penalty: 13944.661133
	Iteration 14Q: 3 clusters Score -1.481011e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36054 members 
Mstep: Class 2 contains 51797 members 
Entering Unmasked Estep 
Score: -14811242.000000 Penalty: 13944.661133
	Iteration 15Q: 3 clusters Score -1.481124e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34756 members 
Mstep: Class 2 contains 53095 members 
Entering Unmasked Estep 
Score: -14812238.000000 Penalty: 13944.661133
	Iteration 16Q: 3 clusters Score -1.481224e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33537 members 
Mstep: Class 2 contains 54314 members 
Entering Unmasked Estep 
Score: -14813052.000000 Penalty: 13944.661133
	Iteration 17Q: 3 clusters Score -1.481305e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32491 members 
Mstep: Class 2 contains 55360 members 
Entering Unmasked Estep 
Score: -14813694.000000 Penalty: 13944.661133
	Iteration 18Q: 3 clusters Score -1.481369e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31603 members 
Mstep: Class 2 contains 56248 members 
Entering Unmasked Estep 
Score: -14814128.000000 Penalty: 13944.661133
	Iteration 19Q: 3 clusters Score -1.481413e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30768 members 
Mstep: Class 2 contains 57083 members 
Entering Unmasked Estep 
Score: -14814400.000000 Penalty: 13944.661133
	Iteration 20F: 3 clusters Score -1.48144e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29949 members 
Mstep: Class 2 contains 57902 members 
Entering Unmasked Estep 
Score: -14814634.000000 Penalty: 13944.661133
	Iteration 21Q: 3 clusters Score -1.481463e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29123 members 
Mstep: Class 2 contains 58728 members 
Entering Unmasked Estep 
Score: -14814869.000000 Penalty: 13944.661133
	Iteration 22Q: 3 clusters Score -1.481487e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28348 members 
Mstep: Class 2 contains 59503 members 
Entering Unmasked Estep 
Score: -14815051.000000 Penalty: 13944.661133
	Iteration 23Q: 3 clusters Score -1.481505e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27607 members 
Mstep: Class 2 contains 60244 members 
Entering Unmasked Estep 
Score: -14815180.000000 Penalty: 13944.661133
	Iteration 24Q: 3 clusters Score -1.481518e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26880 members 
Mstep: Class 2 contains 60971 members 
Entering Unmasked Estep 
Score: -14815260.000000 Penalty: 13944.661133
	Iteration 25Q: 3 clusters Score -1.481526e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 61710 members 
Entering Unmasked Estep 
Score: -14815442.000000 Penalty: 13944.661133
	Iteration 26Q: 3 clusters Score -1.481544e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25385 members 
Mstep: Class 2 contains 62466 members 
Entering Unmasked Estep 
Score: -14815597.000000 Penalty: 13944.661133
	Iteration 27Q: 3 clusters Score -1.48156e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 63268 members 
Entering Unmasked Estep 
Score: -14815792.000000 Penalty: 13944.661133
	Iteration 28Q: 3 clusters Score -1.481579e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 64146 members 
Entering Unmasked Estep 
Score: -14815944.000000 Penalty: 13944.661133
	Iteration 29Q: 3 clusters Score -1.481594e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 65091 members 
Entering Unmasked Estep 
Score: -14816139.000000 Penalty: 13944.661133
	Iteration 30Q: 3 clusters Score -1.481614e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 66129 members 
Entering Unmasked Estep 
Score: -14816439.000000 Penalty: 13944.661133
	Iteration 31Q: 3 clusters Score -1.481644e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 67331 members 
Entering Unmasked Estep 
Score: -14816739.000000 Penalty: 13944.661133
	Iteration 32Q: 3 clusters Score -1.481674e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 68643 members 
Entering Unmasked Estep 
Score: -14817234.000000 Penalty: 13944.661133
	Iteration 33Q: 3 clusters Score -1.481723e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 70209 members 
Entering Unmasked Estep 
Score: -14817866.000000 Penalty: 13944.661133
	Iteration 34Q: 3 clusters Score -1.481787e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 72006 members 
Entering Unmasked Estep 
Score: -14818664.000000 Penalty: 13944.661133
	Iteration 35Q: 3 clusters Score -1.481866e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 74006 members 
Entering Unmasked Estep 
Score: -14819744.000000 Penalty: 13944.661133
	Iteration 36Q: 3 clusters Score -1.481974e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 76258 members 
Entering Unmasked Estep 
Score: -14821416.000000 Penalty: 13944.661133
	Iteration 37Q: 3 clusters Score -1.482142e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 78865 members 
Entering Unmasked Estep 
Score: -14823768.000000 Penalty: 13944.661133
	Iteration 38Q: 3 clusters Score -1.482377e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 81452 members 
Entering Unmasked Estep 
Score: -14826305.000000 Penalty: 13944.661133
	Iteration 39Q: 3 clusters Score -1.48263e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 83367 members 
Entering Unmasked Estep 
Score: -14828536.000000 Penalty: 13944.661133
	Iteration 40F: 3 clusters Score -1.482854e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 84928 members 
Entering Unmasked Estep 
Score: -14830031.000000 Penalty: 13944.661133
	Iteration 41Q: 3 clusters Score -1.483003e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 85728 members 
Entering Unmasked Estep 
Score: -14830687.000000 Penalty: 13944.661133
	Iteration 42Q: 3 clusters Score -1.483069e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 86133 members 
Entering Unmasked Estep 
Score: -14831004.000000 Penalty: 13944.661133
	Iteration 43Q: 3 clusters Score -1.4831e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 86359 members 
Entering Unmasked Estep 
Score: -14831191.000000 Penalty: 13944.661133
	Iteration 44Q: 3 clusters Score -1.483119e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 86478 members 
Entering Unmasked Estep 
Score: -14831297.000000 Penalty: 13944.661133
	Iteration 45Q: 3 clusters Score -1.48313e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 86541 members 
Entering Unmasked Estep 
Score: -14831330.000000 Penalty: 13944.661133
	Iteration 46Q: 3 clusters Score -1.483133e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 86578 members 
Entering Unmasked Estep 
Score: -14831398.000000 Penalty: 13944.661133
	Iteration 47Q: 3 clusters Score -1.48314e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 86613 members 
Entering Unmasked Estep 
Score: -14831449.000000 Penalty: 13944.661133
	Iteration 48Q: 3 clusters Score -1.483145e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 86638 members 
Entering Unmasked Estep 
Score: -14831480.000000 Penalty: 13944.661133
	Iteration 49Q: 3 clusters Score -1.483148e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 86657 members 
Entering Unmasked Estep 
Score: -14831526.000000 Penalty: 13944.661133
	Iteration 50Q: 3 clusters Score -1.483153e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 86680 members 
Entering Unmasked Estep 
Score: -14831548.000000 Penalty: 13944.661133
	Iteration 51Q: 3 clusters Score -1.483155e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 86694 members 
Entering Unmasked Estep 
Score: -14831529.000000 Penalty: 13944.661133
	Iteration 52Q: 3 clusters Score -1.483153e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 86703 members 
Entering Unmasked Estep 
Score: -14831544.000000 Penalty: 13944.661133
	Iteration 53Q: 3 clusters Score -1.483154e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 86715 members 
Entering Unmasked Estep 
Score: -14831549.000000 Penalty: 13944.661133
	Iteration 54Q: 3 clusters Score -1.483155e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 86722 members 
Entering Unmasked Estep 
Score: -14831565.000000 Penalty: 13944.661133
	Iteration 55Q: 3 clusters Score -1.483156e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 86729 members 
Entering Unmasked Estep 
Score: -14831571.000000 Penalty: 13944.661133
	Iteration 56Q: 3 clusters Score -1.483157e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 86736 members 
Entering Unmasked Estep 
Score: -14831587.000000 Penalty: 13944.661133
	Iteration 57Q: 3 clusters Score -1.483159e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 86740 members 
Entering Unmasked Estep 
Score: -14831598.000000 Penalty: 13944.661133
	Iteration 58Q: 3 clusters Score -1.48316e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 86742 members 
Entering Unmasked Estep 
Score: -14831580.000000 Penalty: 13944.661133
	Iteration 59Q: 3 clusters Score -1.483158e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 86743 members 
Entering Unmasked Estep 
Score: -14831588.000000 Penalty: 13944.661133
	Iteration 60F: 3 clusters Score -1.483159e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 86742 members 
Entering Unmasked Estep 
Score: -14831583.000000 Penalty: 13944.661133
	Iteration 61Q: 3 clusters Score -1.483158e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 86742 members 
Entering Unmasked Estep 
Score: -14831583.000000 Penalty: 13944.661133
	Iteration 62F: 3 clusters Score -1.483158e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (513025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513025 members 
Entering Unmasked Estep 
Score: -88098512.000000 Penalty: 8053.198730
	Iteration 0F: 2 clusters Score -8.809851e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256562 members 
Mstep: Class 2 contains 256463 members 
Entering Unmasked Estep 
Score: -87778784.000000 Penalty: 16106.397461
	Iteration 0F: 3 clusters Score -8.777878e+07 nChanged 247147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255421 members 
Mstep: Class 2 contains 257604 members 
Entering Unmasked Estep 
Score: -87924104.000000 Penalty: 16106.397461
	Iteration 1F: 3 clusters Score -8.79241e+07 nChanged 11540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254803 members 
Mstep: Class 2 contains 258222 members 
Entering Unmasked Estep 
Score: -87925632.000000 Penalty: 16106.397461
	Iteration 2Q: 3 clusters Score -8.792563e+07 nChanged 11378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253959 members 
Mstep: Class 2 contains 259066 members 
Entering Unmasked Estep 
Score: -87927216.000000 Penalty: 16106.397461
	Iteration 3Q: 3 clusters Score -8.792722e+07 nChanged 11304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252827 members 
Mstep: Class 2 contains 260198 members 
Entering Unmasked Estep 
Score: -87929096.000000 Penalty: 16106.397461
	Iteration 4Q: 3 clusters Score -8.79291e+07 nChanged 11548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250973 members 
Mstep: Class 2 contains 262052 members 
Entering Unmasked Estep 
Score: -87930816.000000 Penalty: 16106.397461
	Iteration 5Q: 3 clusters Score -8.793082e+07 nChanged 12439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248412 members 
Mstep: Class 2 contains 264613 members 
Entering Unmasked Estep 
Score: -87933520.000000 Penalty: 16106.397461
	Iteration 6Q: 3 clusters Score -8.793352e+07 nChanged 13734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244598 members 
Mstep: Class 2 contains 268427 members 
Entering Unmasked Estep 
Score: -87936496.000000 Penalty: 16106.397461
	Iteration 7Q: 3 clusters Score -8.79365e+07 nChanged 15018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239164 members 
Mstep: Class 2 contains 273861 members 
Entering Unmasked Estep 
Score: -87939704.000000 Penalty: 16106.397461
	Iteration 8Q: 3 clusters Score -8.79397e+07 nChanged 17209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230989 members 
Mstep: Class 2 contains 282036 members 
Entering Unmasked Estep 
Score: -87945040.000000 Penalty: 16106.397461
	Iteration 9Q: 3 clusters Score -8.794504e+07 nChanged 19882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219129 members 
Mstep: Class 2 contains 293896 members 
Entering Unmasked Estep 
Score: -87951944.000000 Penalty: 16106.397461
	Iteration 10Q: 3 clusters Score -8.795194e+07 nChanged 23090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202565 members 
Mstep: Class 2 contains 310460 members 
Entering Unmasked Estep 
Score: -87962120.000000 Penalty: 16106.397461
	Iteration 11Q: 3 clusters Score -8.796212e+07 nChanged 26650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180593 members 
Mstep: Class 2 contains 332432 members 
Entering Unmasked Estep 
Score: -87975560.000000 Penalty: 16106.397461
	Iteration 12F: 3 clusters Score -8.797556e+07 nChanged 30703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152682 members 
Mstep: Class 2 contains 360343 members 
Entering Unmasked Estep 
Score: -87994384.000000 Penalty: 16106.397461
	Iteration 13F: 3 clusters Score -8.799438e+07 nChanged 34061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119861 members 
Mstep: Class 2 contains 393164 members 
Entering Unmasked Estep 
Score: -88019216.000000 Penalty: 16106.397461
	Iteration 14F: 3 clusters Score -8.801922e+07 nChanged 34907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85278 members 
Mstep: Class 2 contains 427747 members 
Entering Unmasked Estep 
Score: -88047112.000000 Penalty: 16106.397461
	Iteration 15F: 3 clusters Score -8.804711e+07 nChanged 31598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53728 members 
Mstep: Class 2 contains 459297 members 
Entering Unmasked Estep 
Score: -88069888.000000 Penalty: 16106.397461
	Iteration 16F: 3 clusters Score -8.806989e+07 nChanged 23509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 482786 members 
Entering Unmasked Estep 
Score: -88082800.000000 Penalty: 16106.397461
	Iteration 17Q: 3 clusters Score -8.80828e+07 nChanged 13812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 496586 members 
Entering Unmasked Estep 
Score: -88088904.000000 Penalty: 16106.397461
	Iteration 18Q: 3 clusters Score -8.80889e+07 nChanged 7026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 503590 members 
Entering Unmasked Estep 
Score: -88090848.000000 Penalty: 16106.397461
	Iteration 19Q: 3 clusters Score -8.809085e+07 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 506920 members 
Entering Unmasked Estep 
Score: -88091888.000000 Penalty: 16106.397461
	Iteration 20F: 3 clusters Score -8.809189e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 508522 members 
Entering Unmasked Estep 
Score: -88092592.000000 Penalty: 16106.397461
	Iteration 21Q: 3 clusters Score -8.809259e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 509303 members 
Entering Unmasked Estep 
Score: -88092880.000000 Penalty: 16106.397461
	Iteration 22Q: 3 clusters Score -8.809288e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 509725 members 
Entering Unmasked Estep 
Score: -88093224.000000 Penalty: 16106.397461
	Iteration 23Q: 3 clusters Score -8.809322e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 509928 members 
Entering Unmasked Estep 
Score: -88093512.000000 Penalty: 16106.397461
	Iteration 24Q: 3 clusters Score -8.809351e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 510034 members 
Entering Unmasked Estep 
Score: -88093656.000000 Penalty: 16106.397461
	Iteration 25Q: 3 clusters Score -8.809366e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 510109 members 
Entering Unmasked Estep 
Score: -88093736.000000 Penalty: 16106.397461
	Iteration 26Q: 3 clusters Score -8.809374e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 510146 members 
Entering Unmasked Estep 
Score: -88093848.000000 Penalty: 16106.397461
	Iteration 27Q: 3 clusters Score -8.809385e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 510169 members 
Entering Unmasked Estep 
Score: -88093968.000000 Penalty: 16106.397461
	Iteration 28Q: 3 clusters Score -8.809397e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 510182 members 
Entering Unmasked Estep 
Score: -88093952.000000 Penalty: 16106.397461
	Iteration 29Q: 3 clusters Score -8.809395e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 510185 members 
Entering Unmasked Estep 
Score: -88094016.000000 Penalty: 16106.397461
	Iteration 30Q: 3 clusters Score -8.809402e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 510185 members 
Entering Unmasked Estep 
Score: -88094064.000000 Penalty: 16106.397461
	Iteration 31Q: 3 clusters Score -8.809406e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 510184 members 
Entering Unmasked Estep 
Score: -88094168.000000 Penalty: 16106.397461
	Iteration 32Q: 3 clusters Score -8.809417e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 510176 members 
Entering Unmasked Estep 
Score: -88094152.000000 Penalty: 16106.397461
	Iteration 33Q: 3 clusters Score -8.809415e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 510151 members 
Entering Unmasked Estep 
Score: -88094200.000000 Penalty: 16106.397461
	Iteration 34Q: 3 clusters Score -8.80942e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 510133 members 
Entering Unmasked Estep 
Score: -88094240.000000 Penalty: 16106.397461
	Iteration 35Q: 3 clusters Score -8.809424e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 510133 members 
Entering Unmasked Estep 
Score: -88094264.000000 Penalty: 16106.397461
	Iteration 36Q: 3 clusters Score -8.809426e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 510129 members 
Entering Unmasked Estep 
Score: -88094256.000000 Penalty: 16106.397461
	Iteration 37Q: 3 clusters Score -8.809426e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 510115 members 
Entering Unmasked Estep 
Score: -88094272.000000 Penalty: 16106.397461
	Iteration 38Q: 3 clusters Score -8.809427e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 510113 members 
Entering Unmasked Estep 
Score: -88094304.000000 Penalty: 16106.397461
	Iteration 39Q: 3 clusters Score -8.80943e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 510106 members 
Entering Unmasked Estep 
Score: -88094280.000000 Penalty: 16106.397461
	Iteration 40F: 3 clusters Score -8.809428e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 510101 members 
Entering Unmasked Estep 
Score: -88094288.000000 Penalty: 16106.397461
	Iteration 41Q: 3 clusters Score -8.809429e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 510089 members 
Entering Unmasked Estep 
Score: -88094304.000000 Penalty: 16106.397461
	Iteration 42Q: 3 clusters Score -8.80943e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 510083 members 
Entering Unmasked Estep 
Score: -88094352.000000 Penalty: 16106.397461
	Iteration 43Q: 3 clusters Score -8.809435e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 510085 members 
Entering Unmasked Estep 
Score: -88094384.000000 Penalty: 16106.397461
	Iteration 44Q: 3 clusters Score -8.809438e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 510078 members 
Entering Unmasked Estep 
Score: -88094360.000000 Penalty: 16106.397461
	Iteration 45Q: 3 clusters Score -8.809436e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 510069 members 
Entering Unmasked Estep 
Score: -88094352.000000 Penalty: 16106.397461
	Iteration 46Q: 3 clusters Score -8.809435e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 510071 members 
Entering Unmasked Estep 
Score: -88094320.000000 Penalty: 16106.397461
	Iteration 47Q: 3 clusters Score -8.809432e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 510065 members 
Entering Unmasked Estep 
Score: -88094328.000000 Penalty: 16106.397461
	Iteration 48Q: 3 clusters Score -8.809433e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 510062 members 
Entering Unmasked Estep 
Score: -88094312.000000 Penalty: 16106.397461
	Iteration 49Q: 3 clusters Score -8.809431e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 510059 members 
Entering Unmasked Estep 
Score: -88094360.000000 Penalty: 16106.397461
	Iteration 50Q: 3 clusters Score -8.809436e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 510059 members 
Entering Unmasked Estep 
Score: -88094360.000000 Penalty: 16106.397461
	Iteration 51F: 3 clusters Score -8.809436e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Entering Unmasked Estep 
Score: -88682.218750 Penalty: 3952.845459
	Iteration 0F: 2 clusters Score -88682.22 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 320 members 
Entering Unmasked Estep 
Score: -85246.960938 Penalty: 7905.690918
	Iteration 0F: 3 clusters Score -85246.96 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -85664.953125 Penalty: 7905.690918
	Iteration 1F: 3 clusters Score -85664.95 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -85976.062500 Penalty: 7905.690918
	Iteration 2F: 3 clusters Score -85976.06 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -86373.593750 Penalty: 7905.690918
	Iteration 3F: 3 clusters Score -86373.59 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -86901.320312 Penalty: 7905.690918
	Iteration 4F: 3 clusters Score -86901.32 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -87475.445312 Penalty: 7905.690918
	Iteration 5F: 3 clusters Score -87475.45 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -87874.101562 Penalty: 7905.690918
	Iteration 6Q: 3 clusters Score -87874.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -88039.218750 Penalty: 7905.690918
	Iteration 7Q: 3 clusters Score -88039.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -88179.843750 Penalty: 7905.690918
	Iteration 8Q: 3 clusters Score -88179.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -88263.203125 Penalty: 7905.690918
	Iteration 9Q: 3 clusters Score -88263.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -88405.703125 Penalty: 7905.690918
	Iteration 10Q: 3 clusters Score -88405.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -88545.062500 Penalty: 7905.690918
	Iteration 11Q: 3 clusters Score -88545.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -88676.554688 Penalty: 7905.690918
	Iteration 12Q: 3 clusters Score -88676.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -88807.046875 Penalty: 7905.690918
	Iteration 13Q: 3 clusters Score -88807.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -88893.757812 Penalty: 7905.690918
	Iteration 14Q: 3 clusters Score -88893.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -88921.273438 Penalty: 7905.690918
	Iteration 15Q: 3 clusters Score -88921.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -88931.843750 Penalty: 7905.690918
	Iteration 16Q: 3 clusters Score -88931.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -88935.257812 Penalty: 7905.690918
	Iteration 17Q: 3 clusters Score -88935.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -88935.257812 Penalty: 7905.690918
	Iteration 18F: 3 clusters Score -88935.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208677 members 
Mstep: Class 2 contains 6936 members 
Mstep: Class 3 contains 29817 members 
Mstep: Class 4 contains 52749 members 
Mstep: Class 5 contains 36739 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13571 members 
Mstep: Class 9 contains 23057 members 
Mstep: Class 10 contains 288590 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20849 members 
Mstep: Class 13 contains 24218 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87851 members 
Mstep: Class 18 contains 513025 members 
Mstep: Class 19 contains 271 members 
Mstep: Class 20 contains 364 members 
Mstep: Class 21 contains 11430 members 
Mstep: Class 22 contains 46192 members 
Entering Unmasked Estep 
Score: -233329040.000000 Penalty: 190448.093750
Splitting cluster 20 changes total score from -233333360.000000 to -233329040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (11430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Entering Unmasked Estep 
Score: -1889623.750000 Penalty: 5723.198242
	Iteration 0F: 2 clusters Score -1889624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1878473.500000 Penalty: 11446.396484
	Iteration 0F: 3 clusters Score -1878474 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1881022.250000 Penalty: 11446.396484
	Iteration 1F: 3 clusters Score -1881022 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1881856.625000 Penalty: 11446.396484
	Iteration 2F: 3 clusters Score -1881857 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1882597.250000 Penalty: 11446.396484
	Iteration 3F: 3 clusters Score -1882597 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1883208.750000 Penalty: 11446.396484
	Iteration 4F: 3 clusters Score -1883209 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1883742.500000 Penalty: 11446.396484
	Iteration 5F: 3 clusters Score -1883742 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1884215.125000 Penalty: 11446.396484
	Iteration 6F: 3 clusters Score -1884215 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1884578.125000 Penalty: 11446.396484
	Iteration 7Q: 3 clusters Score -1884578 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1884848.375000 Penalty: 11446.396484
	Iteration 8Q: 3 clusters Score -1884848 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1885072.250000 Penalty: 11446.396484
	Iteration 9Q: 3 clusters Score -1885072 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1885266.625000 Penalty: 11446.396484
	Iteration 10Q: 3 clusters Score -1885267 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1885408.875000 Penalty: 11446.396484
	Iteration 11Q: 3 clusters Score -1885409 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1885520.625000 Penalty: 11446.396484
	Iteration 12Q: 3 clusters Score -1885521 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1885600.250000 Penalty: 11446.396484
	Iteration 13Q: 3 clusters Score -1885600 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1885666.625000 Penalty: 11446.396484
	Iteration 14Q: 3 clusters Score -1885667 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1885708.250000 Penalty: 11446.396484
	Iteration 15Q: 3 clusters Score -1885708 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1885745.500000 Penalty: 11446.396484
	Iteration 16Q: 3 clusters Score -1885746 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1885772.250000 Penalty: 11446.396484
	Iteration 17Q: 3 clusters Score -1885772 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1885787.000000 Penalty: 11446.396484
	Iteration 18Q: 3 clusters Score -1885787 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1885812.750000 Penalty: 11446.396484
	Iteration 19Q: 3 clusters Score -1885813 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1885828.125000 Penalty: 11446.396484
	Iteration 20F: 3 clusters Score -1885828 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1885844.625000 Penalty: 11446.396484
	Iteration 21Q: 3 clusters Score -1885845 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1885861.625000 Penalty: 11446.396484
	Iteration 22Q: 3 clusters Score -1885862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1885873.500000 Penalty: 11446.396484
	Iteration 23Q: 3 clusters Score -1885874 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1885876.500000 Penalty: 11446.396484
	Iteration 24Q: 3 clusters Score -1885876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1885881.625000 Penalty: 11446.396484
	Iteration 25Q: 3 clusters Score -1885882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1885885.750000 Penalty: 11446.396484
	Iteration 26Q: 3 clusters Score -1885886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1885884.875000 Penalty: 11446.396484
	Iteration 27Q: 3 clusters Score -1885885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1885884.750000 Penalty: 11446.396484
	Iteration 28Q: 3 clusters Score -1885885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1885890.750000 Penalty: 11446.396484
	Iteration 29Q: 3 clusters Score -1885891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1885890.750000 Penalty: 11446.396484
	Iteration 30Q: 3 clusters Score -1885891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1885890.125000 Penalty: 11446.396484
	Iteration 31Q: 3 clusters Score -1885890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1885890.375000 Penalty: 11446.396484
	Iteration 32Q: 3 clusters Score -1885890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1885889.750000 Penalty: 11446.396484
	Iteration 33Q: 3 clusters Score -1885890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1885891.000000 Penalty: 11446.396484
	Iteration 34Q: 3 clusters Score -1885891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1885891.000000 Penalty: 11446.396484
	Iteration 35F: 3 clusters Score -1885891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (46192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46192 members 
Entering Unmasked Estep 
Score: -8027274.500000 Penalty: 6578.593750
	Iteration 0F: 2 clusters Score -8027274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23132 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -7993962.500000 Penalty: 13157.187500
	Iteration 0F: 3 clusters Score -7993962 nChanged 20141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -8004664.000000 Penalty: 13157.187500
	Iteration 1F: 3 clusters Score -8004664 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -8005798.000000 Penalty: 13157.187500
	Iteration 2F: 3 clusters Score -8005798 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -8006985.000000 Penalty: 13157.187500
	Iteration 3Q: 3 clusters Score -8006985 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -8008472.000000 Penalty: 13157.187500
	Iteration 4F: 3 clusters Score -8008472 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -8010130.500000 Penalty: 13157.187500
	Iteration 5F: 3 clusters Score -8010130 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 24984 members 
Entering Unmasked Estep 
Score: -8011800.000000 Penalty: 13157.187500
	Iteration 6F: 3 clusters Score -8011800 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 26382 members 
Entering Unmasked Estep 
Score: -8013444.500000 Penalty: 13157.187500
	Iteration 7F: 3 clusters Score -8013444 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -8015059.000000 Penalty: 13157.187500
	Iteration 8F: 3 clusters Score -8015059 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 29809 members 
Entering Unmasked Estep 
Score: -8016545.000000 Penalty: 13157.187500
	Iteration 9F: 3 clusters Score -8016545 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 31505 members 
Entering Unmasked Estep 
Score: -8017827.000000 Penalty: 13157.187500
	Iteration 10Q: 3 clusters Score -8017827 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 33021 members 
Entering Unmasked Estep 
Score: -8018760.000000 Penalty: 13157.187500
	Iteration 11Q: 3 clusters Score -8018760 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 34352 members 
Entering Unmasked Estep 
Score: -8019510.500000 Penalty: 13157.187500
	Iteration 12Q: 3 clusters Score -8019510 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 35527 members 
Entering Unmasked Estep 
Score: -8020127.000000 Penalty: 13157.187500
	Iteration 13Q: 3 clusters Score -8020127 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 36540 members 
Entering Unmasked Estep 
Score: -8020617.000000 Penalty: 13157.187500
	Iteration 14Q: 3 clusters Score -8020617 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 37409 members 
Entering Unmasked Estep 
Score: -8020995.000000 Penalty: 13157.187500
	Iteration 15Q: 3 clusters Score -8020995 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 38158 members 
Entering Unmasked Estep 
Score: -8021345.000000 Penalty: 13157.187500
	Iteration 16Q: 3 clusters Score -8021345 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 38847 members 
Entering Unmasked Estep 
Score: -8021640.500000 Penalty: 13157.187500
	Iteration 17Q: 3 clusters Score -8021640 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 39474 members 
Entering Unmasked Estep 
Score: -8021939.500000 Penalty: 13157.187500
	Iteration 18Q: 3 clusters Score -8021940 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 40016 members 
Entering Unmasked Estep 
Score: -8022117.000000 Penalty: 13157.187500
	Iteration 19Q: 3 clusters Score -8022117 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 40454 members 
Entering Unmasked Estep 
Score: -8022260.000000 Penalty: 13157.187500
	Iteration 20F: 3 clusters Score -8022260 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 40794 members 
Entering Unmasked Estep 
Score: -8022401.000000 Penalty: 13157.187500
	Iteration 21Q: 3 clusters Score -8022401 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 41082 members 
Entering Unmasked Estep 
Score: -8022503.500000 Penalty: 13157.187500
	Iteration 22Q: 3 clusters Score -8022504 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 41357 members 
Entering Unmasked Estep 
Score: -8022616.500000 Penalty: 13157.187500
	Iteration 23Q: 3 clusters Score -8022616 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 41600 members 
Entering Unmasked Estep 
Score: -8022730.500000 Penalty: 13157.187500
	Iteration 24Q: 3 clusters Score -8022730 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 41809 members 
Entering Unmasked Estep 
Score: -8022837.500000 Penalty: 13157.187500
	Iteration 25Q: 3 clusters Score -8022838 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 42012 members 
Entering Unmasked Estep 
Score: -8022957.500000 Penalty: 13157.187500
	Iteration 26Q: 3 clusters Score -8022958 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 42169 members 
Entering Unmasked Estep 
Score: -8023037.500000 Penalty: 13157.187500
	Iteration 27Q: 3 clusters Score -8023038 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 42296 members 
Entering Unmasked Estep 
Score: -8023101.500000 Penalty: 13157.187500
	Iteration 28Q: 3 clusters Score -8023102 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 42402 members 
Entering Unmasked Estep 
Score: -8023126.500000 Penalty: 13157.187500
	Iteration 29Q: 3 clusters Score -8023126 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 42502 members 
Entering Unmasked Estep 
Score: -8023191.500000 Penalty: 13157.187500
	Iteration 30Q: 3 clusters Score -8023192 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 42574 members 
Entering Unmasked Estep 
Score: -8023229.500000 Penalty: 13157.187500
	Iteration 31Q: 3 clusters Score -8023230 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 42642 members 
Entering Unmasked Estep 
Score: -8023250.500000 Penalty: 13157.187500
	Iteration 32Q: 3 clusters Score -8023250 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 42714 members 
Entering Unmasked Estep 
Score: -8023261.500000 Penalty: 13157.187500
	Iteration 33Q: 3 clusters Score -8023262 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 42779 members 
Entering Unmasked Estep 
Score: -8023300.000000 Penalty: 13157.187500
	Iteration 34Q: 3 clusters Score -8023300 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 42823 members 
Entering Unmasked Estep 
Score: -8023323.500000 Penalty: 13157.187500
	Iteration 35Q: 3 clusters Score -8023324 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 42850 members 
Entering Unmasked Estep 
Score: -8023324.500000 Penalty: 13157.187500
	Iteration 36Q: 3 clusters Score -8023324 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 42879 members 
Entering Unmasked Estep 
Score: -8023351.500000 Penalty: 13157.187500
	Iteration 37Q: 3 clusters Score -8023352 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 42902 members 
Entering Unmasked Estep 
Score: -8023371.000000 Penalty: 13157.187500
	Iteration 38Q: 3 clusters Score -8023371 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 42920 members 
Entering Unmasked Estep 
Score: -8023372.000000 Penalty: 13157.187500
	Iteration 39Q: 3 clusters Score -8023372 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 42948 members 
Entering Unmasked Estep 
Score: -8023377.000000 Penalty: 13157.187500
	Iteration 40F: 3 clusters Score -8023377 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 42969 members 
Entering Unmasked Estep 
Score: -8023384.500000 Penalty: 13157.187500
	Iteration 41Q: 3 clusters Score -8023384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 42981 members 
Entering Unmasked Estep 
Score: -8023392.000000 Penalty: 13157.187500
	Iteration 42Q: 3 clusters Score -8023392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 42991 members 
Entering Unmasked Estep 
Score: -8023402.500000 Penalty: 13157.187500
	Iteration 43Q: 3 clusters Score -8023402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 43003 members 
Entering Unmasked Estep 
Score: -8023408.500000 Penalty: 13157.187500
	Iteration 44Q: 3 clusters Score -8023408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 43011 members 
Entering Unmasked Estep 
Score: -8023413.500000 Penalty: 13157.187500
	Iteration 45Q: 3 clusters Score -8023414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 43016 members 
Entering Unmasked Estep 
Score: -8023414.500000 Penalty: 13157.187500
	Iteration 46Q: 3 clusters Score -8023414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 43019 members 
Entering Unmasked Estep 
Score: -8023409.000000 Penalty: 13157.187500
	Iteration 47Q: 3 clusters Score -8023409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 43022 members 
Entering Unmasked Estep 
Score: -8023408.000000 Penalty: 13157.187500
	Iteration 48Q: 3 clusters Score -8023408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 43024 members 
Entering Unmasked Estep 
Score: -8023416.000000 Penalty: 13157.187500
	Iteration 49Q: 3 clusters Score -8023416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 43026 members 
Entering Unmasked Estep 
Score: -8023419.000000 Penalty: 13157.187500
	Iteration 50Q: 3 clusters Score -8023419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 43027 members 
Entering Unmasked Estep 
Score: -8023414.500000 Penalty: 13157.187500
	Iteration 51Q: 3 clusters Score -8023414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 43029 members 
Entering Unmasked Estep 
Score: -8023410.000000 Penalty: 13157.187500
	Iteration 52Q: 3 clusters Score -8023410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 43029 members 
Entering Unmasked Estep 
Score: -8023410.000000 Penalty: 13157.187500
	Iteration 53F: 3 clusters Score -8023410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208677 members 
Mstep: Class 2 contains 6936 members 
Mstep: Class 3 contains 29817 members 
Mstep: Class 4 contains 52749 members 
Mstep: Class 5 contains 36739 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13571 members 
Mstep: Class 9 contains 23057 members 
Mstep: Class 10 contains 288590 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20849 members 
Mstep: Class 13 contains 24218 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87851 members 
Mstep: Class 18 contains 513025 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11430 members 
Mstep: Class 22 contains 46192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333472.000000 Penalty: 181791.359375
Iteration 279Q: 22 clusters Score -2.333335e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208678 members 
Mstep: Class 2 contains 6936 members 
Mstep: Class 3 contains 29817 members 
Mstep: Class 4 contains 52749 members 
Mstep: Class 5 contains 36739 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13571 members 
Mstep: Class 9 contains 23057 members 
Mstep: Class 10 contains 288589 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20849 members 
Mstep: Class 13 contains 24218 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87851 members 
Mstep: Class 18 contains 513025 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11430 members 
Mstep: Class 22 contains 46192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333472.000000 Penalty: 181791.359375
Iteration 280F: 22 clusters Score -2.333335e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208677 members 
Mstep: Class 2 contains 6936 members 
Mstep: Class 3 contains 29817 members 
Mstep: Class 4 contains 52749 members 
Mstep: Class 5 contains 36739 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13571 members 
Mstep: Class 9 contains 23057 members 
Mstep: Class 10 contains 288589 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20849 members 
Mstep: Class 13 contains 24218 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87851 members 
Mstep: Class 18 contains 513026 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11430 members 
Mstep: Class 22 contains 46192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333408.000000 Penalty: 181791.359375
Iteration 281Q: 22 clusters Score -2.333334e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208678 members 
Mstep: Class 2 contains 6936 members 
Mstep: Class 3 contains 29817 members 
Mstep: Class 4 contains 52749 members 
Mstep: Class 5 contains 36739 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13571 members 
Mstep: Class 9 contains 23057 members 
Mstep: Class 10 contains 288590 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20849 members 
Mstep: Class 13 contains 24218 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87851 members 
Mstep: Class 18 contains 513024 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11430 members 
Mstep: Class 22 contains 46192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333440.000000 Penalty: 181791.359375
Iteration 282Q: 22 clusters Score -2.333334e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208677 members 
Mstep: Class 2 contains 6936 members 
Mstep: Class 3 contains 29817 members 
Mstep: Class 4 contains 52749 members 
Mstep: Class 5 contains 36739 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13571 members 
Mstep: Class 9 contains 23057 members 
Mstep: Class 10 contains 288590 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20849 members 
Mstep: Class 13 contains 24218 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87851 members 
Mstep: Class 18 contains 513025 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11430 members 
Mstep: Class 22 contains 46192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333376.000000 Penalty: 181791.359375
Iteration 283Q: 22 clusters Score -2.333334e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208676 members 
Mstep: Class 2 contains 6936 members 
Mstep: Class 3 contains 29818 members 
Mstep: Class 4 contains 52749 members 
Mstep: Class 5 contains 36739 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13571 members 
Mstep: Class 9 contains 23057 members 
Mstep: Class 10 contains 288590 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20849 members 
Mstep: Class 13 contains 24218 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87851 members 
Mstep: Class 18 contains 513025 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11430 members 
Mstep: Class 22 contains 46192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333408.000000 Penalty: 181791.359375
Iteration 284Q: 22 clusters Score -2.333334e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208676 members 
Mstep: Class 2 contains 6936 members 
Mstep: Class 3 contains 29818 members 
Mstep: Class 4 contains 52749 members 
Mstep: Class 5 contains 36739 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13571 members 
Mstep: Class 9 contains 23057 members 
Mstep: Class 10 contains 288590 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20848 members 
Mstep: Class 13 contains 24218 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87851 members 
Mstep: Class 18 contains 513026 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11430 members 
Mstep: Class 22 contains 46192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333344.000000 Penalty: 181791.359375
Iteration 285Q: 22 clusters Score -2.333333e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208675 members 
Mstep: Class 2 contains 6936 members 
Mstep: Class 3 contains 29818 members 
Mstep: Class 4 contains 52749 members 
Mstep: Class 5 contains 36739 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13571 members 
Mstep: Class 9 contains 23057 members 
Mstep: Class 10 contains 288590 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20848 members 
Mstep: Class 13 contains 24218 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87851 members 
Mstep: Class 18 contains 513027 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11430 members 
Mstep: Class 22 contains 46192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333392.000000 Penalty: 181791.359375
Iteration 286Q: 22 clusters Score -2.333334e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208676 members 
Mstep: Class 2 contains 6936 members 
Mstep: Class 3 contains 29818 members 
Mstep: Class 4 contains 52749 members 
Mstep: Class 5 contains 36739 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13571 members 
Mstep: Class 9 contains 23057 members 
Mstep: Class 10 contains 288589 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20848 members 
Mstep: Class 13 contains 24218 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87851 members 
Mstep: Class 18 contains 513027 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11430 members 
Mstep: Class 22 contains 46192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333360.000000 Penalty: 181791.359375
Iteration 287Q: 22 clusters Score -2.333334e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208677 members 
Mstep: Class 2 contains 6936 members 
Mstep: Class 3 contains 29818 members 
Mstep: Class 4 contains 52749 members 
Mstep: Class 5 contains 36739 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13571 members 
Mstep: Class 9 contains 23057 members 
Mstep: Class 10 contains 288588 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20848 members 
Mstep: Class 13 contains 24218 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87851 members 
Mstep: Class 18 contains 513027 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11430 members 
Mstep: Class 22 contains 46192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333360.000000 Penalty: 181791.359375
Iteration 288Q: 22 clusters Score -2.333334e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208677 members 
Mstep: Class 2 contains 6936 members 
Mstep: Class 3 contains 29818 members 
Mstep: Class 4 contains 52749 members 
Mstep: Class 5 contains 36739 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13571 members 
Mstep: Class 9 contains 23057 members 
Mstep: Class 10 contains 288589 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20848 members 
Mstep: Class 13 contains 24218 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87851 members 
Mstep: Class 18 contains 513026 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11430 members 
Mstep: Class 22 contains 46192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333376.000000 Penalty: 181791.359375
Iteration 289Q: 22 clusters Score -2.333334e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208677 members 
Mstep: Class 2 contains 6936 members 
Mstep: Class 3 contains 29818 members 
Mstep: Class 4 contains 52749 members 
Mstep: Class 5 contains 36739 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13571 members 
Mstep: Class 9 contains 23057 members 
Mstep: Class 10 contains 288590 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20848 members 
Mstep: Class 13 contains 24218 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87851 members 
Mstep: Class 18 contains 513025 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11430 members 
Mstep: Class 22 contains 46192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333408.000000 Penalty: 181791.359375
Iteration 290Q: 22 clusters Score -2.333334e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208677 members 
Mstep: Class 2 contains 6936 members 
Mstep: Class 3 contains 29818 members 
Mstep: Class 4 contains 52749 members 
Mstep: Class 5 contains 36739 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13571 members 
Mstep: Class 9 contains 23057 members 
Mstep: Class 10 contains 288591 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20848 members 
Mstep: Class 13 contains 24218 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87851 members 
Mstep: Class 18 contains 513024 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11430 members 
Mstep: Class 22 contains 46192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333360.000000 Penalty: 181791.359375
Iteration 291Q: 22 clusters Score -2.333334e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208676 members 
Mstep: Class 2 contains 6936 members 
Mstep: Class 3 contains 29818 members 
Mstep: Class 4 contains 52749 members 
Mstep: Class 5 contains 36739 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13571 members 
Mstep: Class 9 contains 23057 members 
Mstep: Class 10 contains 288592 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20848 members 
Mstep: Class 13 contains 24218 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87851 members 
Mstep: Class 18 contains 513024 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11430 members 
Mstep: Class 22 contains 46192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333296.000000 Penalty: 181791.359375
Iteration 292Q: 22 clusters Score -2.333333e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208676 members 
Mstep: Class 2 contains 6936 members 
Mstep: Class 3 contains 29818 members 
Mstep: Class 4 contains 52749 members 
Mstep: Class 5 contains 36739 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 13571 members 
Mstep: Class 9 contains 23057 members 
Mstep: Class 10 contains 288592 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20848 members 
Mstep: Class 13 contains 24218 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87851 members 
Mstep: Class 18 contains 513024 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11430 members 
Mstep: Class 22 contains 46192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233333296.000000 Penalty: 181791.359375
Iteration 293F: 22 clusters Score -2.333333e+08 nChanged 0
Entering ConstructFrom: 
Score: -233333296.000000 Penalty: 181791.359375
Entering ConstructFrom: 
Trying to split cluster 1 (208676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208676 members 
Entering Unmasked Estep 
Score: -35954648.000000 Penalty: 7502.229492
	Iteration 0F: 2 clusters Score -3.595465e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104376 members 
Mstep: Class 2 contains 104300 members 
Entering Unmasked Estep 
Score: -35814848.000000 Penalty: 15004.458984
	Iteration 0F: 3 clusters Score -3.581485e+07 nChanged 98315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104661 members 
Mstep: Class 2 contains 104015 members 
Entering Unmasked Estep 
Score: -35870816.000000 Penalty: 15004.458984
	Iteration 1F: 3 clusters Score -3.587082e+07 nChanged 6710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104871 members 
Mstep: Class 2 contains 103805 members 
Entering Unmasked Estep 
Score: -35872252.000000 Penalty: 15004.458984
	Iteration 2Q: 3 clusters Score -3.587225e+07 nChanged 6914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105047 members 
Mstep: Class 2 contains 103629 members 
Entering Unmasked Estep 
Score: -35874500.000000 Penalty: 15004.458984
	Iteration 3Q: 3 clusters Score -3.58745e+07 nChanged 7695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105108 members 
Mstep: Class 2 contains 103568 members 
Entering Unmasked Estep 
Score: -35877556.000000 Penalty: 15004.458984
	Iteration 4Q: 3 clusters Score -3.587756e+07 nChanged 8852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104868 members 
Mstep: Class 2 contains 103808 members 
Entering Unmasked Estep 
Score: -35881524.000000 Penalty: 15004.458984
	Iteration 5Q: 3 clusters Score -3.588152e+07 nChanged 10079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103979 members 
Mstep: Class 2 contains 104697 members 
Entering Unmasked Estep 
Score: -35886580.000000 Penalty: 15004.458984
	Iteration 6Q: 3 clusters Score -3.588658e+07 nChanged 11393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102390 members 
Mstep: Class 2 contains 106286 members 
Entering Unmasked Estep 
Score: -35893088.000000 Penalty: 15004.458984
	Iteration 7F: 3 clusters Score -3.589309e+07 nChanged 12279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99901 members 
Mstep: Class 2 contains 108775 members 
Entering Unmasked Estep 
Score: -35900112.000000 Penalty: 15004.458984
	Iteration 8F: 3 clusters Score -3.590011e+07 nChanged 12486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96913 members 
Mstep: Class 2 contains 111763 members 
Entering Unmasked Estep 
Score: -35907168.000000 Penalty: 15004.458984
	Iteration 9F: 3 clusters Score -3.590717e+07 nChanged 11876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93475 members 
Mstep: Class 2 contains 115201 members 
Entering Unmasked Estep 
Score: -35913708.000000 Penalty: 15004.458984
	Iteration 10F: 3 clusters Score -3.591371e+07 nChanged 10723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89900 members 
Mstep: Class 2 contains 118776 members 
Entering Unmasked Estep 
Score: -35920120.000000 Penalty: 15004.458984
	Iteration 11F: 3 clusters Score -3.592012e+07 nChanged 9322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86300 members 
Mstep: Class 2 contains 122376 members 
Entering Unmasked Estep 
Score: -35925692.000000 Penalty: 15004.458984
	Iteration 12Q: 3 clusters Score -3.592569e+07 nChanged 7763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82565 members 
Mstep: Class 2 contains 126111 members 
Entering Unmasked Estep 
Score: -35930024.000000 Penalty: 15004.458984
	Iteration 13Q: 3 clusters Score -3.593002e+07 nChanged 5910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79045 members 
Mstep: Class 2 contains 129631 members 
Entering Unmasked Estep 
Score: -35932816.000000 Penalty: 15004.458984
	Iteration 14Q: 3 clusters Score -3.593282e+07 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75651 members 
Mstep: Class 2 contains 133025 members 
Entering Unmasked Estep 
Score: -35934580.000000 Penalty: 15004.458984
	Iteration 15Q: 3 clusters Score -3.593458e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72325 members 
Mstep: Class 2 contains 136351 members 
Entering Unmasked Estep 
Score: -35935744.000000 Penalty: 15004.458984
	Iteration 16Q: 3 clusters Score -3.593574e+07 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69110 members 
Mstep: Class 2 contains 139566 members 
Entering Unmasked Estep 
Score: -35936660.000000 Penalty: 15004.458984
	Iteration 17Q: 3 clusters Score -3.593666e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66011 members 
Mstep: Class 2 contains 142665 members 
Entering Unmasked Estep 
Score: -35937708.000000 Penalty: 15004.458984
	Iteration 18Q: 3 clusters Score -3.593771e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62953 members 
Mstep: Class 2 contains 145723 members 
Entering Unmasked Estep 
Score: -35938720.000000 Penalty: 15004.458984
	Iteration 19Q: 3 clusters Score -3.593872e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59950 members 
Mstep: Class 2 contains 148726 members 
Entering Unmasked Estep 
Score: -35939556.000000 Penalty: 15004.458984
	Iteration 20F: 3 clusters Score -3.593956e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56974 members 
Mstep: Class 2 contains 151702 members 
Entering Unmasked Estep 
Score: -35940360.000000 Penalty: 15004.458984
	Iteration 21Q: 3 clusters Score -3.594036e+07 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54007 members 
Mstep: Class 2 contains 154669 members 
Entering Unmasked Estep 
Score: -35941232.000000 Penalty: 15004.458984
	Iteration 22Q: 3 clusters Score -3.594123e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51048 members 
Mstep: Class 2 contains 157628 members 
Entering Unmasked Estep 
Score: -35942168.000000 Penalty: 15004.458984
	Iteration 23Q: 3 clusters Score -3.594217e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48179 members 
Mstep: Class 2 contains 160497 members 
Entering Unmasked Estep 
Score: -35943124.000000 Penalty: 15004.458984
	Iteration 24Q: 3 clusters Score -3.594312e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45472 members 
Mstep: Class 2 contains 163204 members 
Entering Unmasked Estep 
Score: -35944244.000000 Penalty: 15004.458984
	Iteration 25Q: 3 clusters Score -3.594424e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42786 members 
Mstep: Class 2 contains 165890 members 
Entering Unmasked Estep 
Score: -35945392.000000 Penalty: 15004.458984
	Iteration 26Q: 3 clusters Score -3.594539e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40237 members 
Mstep: Class 2 contains 168439 members 
Entering Unmasked Estep 
Score: -35946516.000000 Penalty: 15004.458984
	Iteration 27Q: 3 clusters Score -3.594652e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37865 members 
Mstep: Class 2 contains 170811 members 
Entering Unmasked Estep 
Score: -35947472.000000 Penalty: 15004.458984
	Iteration 28Q: 3 clusters Score -3.594747e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35701 members 
Mstep: Class 2 contains 172975 members 
Entering Unmasked Estep 
Score: -35948372.000000 Penalty: 15004.458984
	Iteration 29Q: 3 clusters Score -3.594837e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33645 members 
Mstep: Class 2 contains 175031 members 
Entering Unmasked Estep 
Score: -35949320.000000 Penalty: 15004.458984
	Iteration 30Q: 3 clusters Score -3.594932e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31686 members 
Mstep: Class 2 contains 176990 members 
Entering Unmasked Estep 
Score: -35950148.000000 Penalty: 15004.458984
	Iteration 31Q: 3 clusters Score -3.595015e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29977 members 
Mstep: Class 2 contains 178699 members 
Entering Unmasked Estep 
Score: -35950804.000000 Penalty: 15004.458984
	Iteration 32Q: 3 clusters Score -3.59508e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 180201 members 
Entering Unmasked Estep 
Score: -35951396.000000 Penalty: 15004.458984
	Iteration 33Q: 3 clusters Score -3.59514e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27211 members 
Mstep: Class 2 contains 181465 members 
Entering Unmasked Estep 
Score: -35951768.000000 Penalty: 15004.458984
	Iteration 34Q: 3 clusters Score -3.595177e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26153 members 
Mstep: Class 2 contains 182523 members 
Entering Unmasked Estep 
Score: -35952072.000000 Penalty: 15004.458984
	Iteration 35Q: 3 clusters Score -3.595207e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 183403 members 
Entering Unmasked Estep 
Score: -35952148.000000 Penalty: 15004.458984
	Iteration 36Q: 3 clusters Score -3.595215e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 184131 members 
Entering Unmasked Estep 
Score: -35952328.000000 Penalty: 15004.458984
	Iteration 37Q: 3 clusters Score -3.595233e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 184784 members 
Entering Unmasked Estep 
Score: -35952496.000000 Penalty: 15004.458984
	Iteration 38Q: 3 clusters Score -3.59525e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 185369 members 
Entering Unmasked Estep 
Score: -35952660.000000 Penalty: 15004.458984
	Iteration 39Q: 3 clusters Score -3.595266e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 185912 members 
Entering Unmasked Estep 
Score: -35952720.000000 Penalty: 15004.458984
	Iteration 40F: 3 clusters Score -3.595272e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 186348 members 
Entering Unmasked Estep 
Score: -35952732.000000 Penalty: 15004.458984
	Iteration 41Q: 3 clusters Score -3.595273e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 186718 members 
Entering Unmasked Estep 
Score: -35952824.000000 Penalty: 15004.458984
	Iteration 42Q: 3 clusters Score -3.595282e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 187006 members 
Entering Unmasked Estep 
Score: -35952704.000000 Penalty: 15004.458984
	Iteration 43Q: 3 clusters Score -3.59527e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 187270 members 
Entering Unmasked Estep 
Score: -35952728.000000 Penalty: 15004.458984
	Iteration 44Q: 3 clusters Score -3.595273e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 187503 members 
Entering Unmasked Estep 
Score: -35952728.000000 Penalty: 15004.458984
	Iteration 45Q: 3 clusters Score -3.595273e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 187726 members 
Entering Unmasked Estep 
Score: -35952768.000000 Penalty: 15004.458984
	Iteration 46Q: 3 clusters Score -3.595277e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 187935 members 
Entering Unmasked Estep 
Score: -35952792.000000 Penalty: 15004.458984
	Iteration 47Q: 3 clusters Score -3.595279e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 188103 members 
Entering Unmasked Estep 
Score: -35952808.000000 Penalty: 15004.458984
	Iteration 48Q: 3 clusters Score -3.595281e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 188245 members 
Entering Unmasked Estep 
Score: -35952848.000000 Penalty: 15004.458984
	Iteration 49Q: 3 clusters Score -3.595285e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 188371 members 
Entering Unmasked Estep 
Score: -35952796.000000 Penalty: 15004.458984
	Iteration 50Q: 3 clusters Score -3.59528e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 188488 members 
Entering Unmasked Estep 
Score: -35952812.000000 Penalty: 15004.458984
	Iteration 51Q: 3 clusters Score -3.595281e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 188595 members 
Entering Unmasked Estep 
Score: -35952768.000000 Penalty: 15004.458984
	Iteration 52Q: 3 clusters Score -3.595277e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 188699 members 
Entering Unmasked Estep 
Score: -35952748.000000 Penalty: 15004.458984
	Iteration 53Q: 3 clusters Score -3.595275e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 188806 members 
Entering Unmasked Estep 
Score: -35952772.000000 Penalty: 15004.458984
	Iteration 54Q: 3 clusters Score -3.595277e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 188907 members 
Entering Unmasked Estep 
Score: -35952788.000000 Penalty: 15004.458984
	Iteration 55Q: 3 clusters Score -3.595279e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 188983 members 
Entering Unmasked Estep 
Score: -35952776.000000 Penalty: 15004.458984
	Iteration 56Q: 3 clusters Score -3.595278e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 189057 members 
Entering Unmasked Estep 
Score: -35952784.000000 Penalty: 15004.458984
	Iteration 57Q: 3 clusters Score -3.595278e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 189115 members 
Entering Unmasked Estep 
Score: -35952800.000000 Penalty: 15004.458984
	Iteration 58Q: 3 clusters Score -3.59528e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 189174 members 
Entering Unmasked Estep 
Score: -35952800.000000 Penalty: 15004.458984
	Iteration 59Q: 3 clusters Score -3.59528e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 189233 members 
Entering Unmasked Estep 
Score: -35952756.000000 Penalty: 15004.458984
	Iteration 60F: 3 clusters Score -3.595276e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 189292 members 
Entering Unmasked Estep 
Score: -35952764.000000 Penalty: 15004.458984
	Iteration 61Q: 3 clusters Score -3.595276e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 189341 members 
Entering Unmasked Estep 
Score: -35952800.000000 Penalty: 15004.458984
	Iteration 62Q: 3 clusters Score -3.59528e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 189385 members 
Entering Unmasked Estep 
Score: -35952804.000000 Penalty: 15004.458984
	Iteration 63Q: 3 clusters Score -3.59528e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 189419 members 
Entering Unmasked Estep 
Score: -35952840.000000 Penalty: 15004.458984
	Iteration 64Q: 3 clusters Score -3.595284e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 189449 members 
Entering Unmasked Estep 
Score: -35952804.000000 Penalty: 15004.458984
	Iteration 65Q: 3 clusters Score -3.59528e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 189480 members 
Entering Unmasked Estep 
Score: -35952780.000000 Penalty: 15004.458984
	Iteration 66Q: 3 clusters Score -3.595278e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 189510 members 
Entering Unmasked Estep 
Score: -35952768.000000 Penalty: 15004.458984
	Iteration 67Q: 3 clusters Score -3.595277e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 189538 members 
Entering Unmasked Estep 
Score: -35952792.000000 Penalty: 15004.458984
	Iteration 68Q: 3 clusters Score -3.595279e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 189563 members 
Entering Unmasked Estep 
Score: -35952760.000000 Penalty: 15004.458984
	Iteration 69Q: 3 clusters Score -3.595276e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 189590 members 
Entering Unmasked Estep 
Score: -35952768.000000 Penalty: 15004.458984
	Iteration 70Q: 3 clusters Score -3.595277e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 189617 members 
Entering Unmasked Estep 
Score: -35952756.000000 Penalty: 15004.458984
	Iteration 71Q: 3 clusters Score -3.595276e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 189642 members 
Entering Unmasked Estep 
Score: -35952800.000000 Penalty: 15004.458984
	Iteration 72Q: 3 clusters Score -3.59528e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 189666 members 
Entering Unmasked Estep 
Score: -35952780.000000 Penalty: 15004.458984
	Iteration 73Q: 3 clusters Score -3.595278e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 189693 members 
Entering Unmasked Estep 
Score: -35952740.000000 Penalty: 15004.458984
	Iteration 74Q: 3 clusters Score -3.595274e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 189717 members 
Entering Unmasked Estep 
Score: -35952740.000000 Penalty: 15004.458984
	Iteration 75Q: 3 clusters Score -3.595274e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 189735 members 
Entering Unmasked Estep 
Score: -35952728.000000 Penalty: 15004.458984
	Iteration 76Q: 3 clusters Score -3.595273e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 189755 members 
Entering Unmasked Estep 
Score: -35952752.000000 Penalty: 15004.458984
	Iteration 77Q: 3 clusters Score -3.595275e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 189780 members 
Entering Unmasked Estep 
Score: -35952768.000000 Penalty: 15004.458984
	Iteration 78Q: 3 clusters Score -3.595277e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 189800 members 
Entering Unmasked Estep 
Score: -35952792.000000 Penalty: 15004.458984
	Iteration 79Q: 3 clusters Score -3.595279e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 189824 members 
Entering Unmasked Estep 
Score: -35952760.000000 Penalty: 15004.458984
	Iteration 80F: 3 clusters Score -3.595276e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 189840 members 
Entering Unmasked Estep 
Score: -35952776.000000 Penalty: 15004.458984
	Iteration 81Q: 3 clusters Score -3.595278e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 189858 members 
Entering Unmasked Estep 
Score: -35952800.000000 Penalty: 15004.458984
	Iteration 82Q: 3 clusters Score -3.59528e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 189871 members 
Entering Unmasked Estep 
Score: -35952784.000000 Penalty: 15004.458984
	Iteration 83Q: 3 clusters Score -3.595278e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 189878 members 
Entering Unmasked Estep 
Score: -35952776.000000 Penalty: 15004.458984
	Iteration 84Q: 3 clusters Score -3.595278e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 189885 members 
Entering Unmasked Estep 
Score: -35952796.000000 Penalty: 15004.458984
	Iteration 85Q: 3 clusters Score -3.59528e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 189891 members 
Entering Unmasked Estep 
Score: -35952796.000000 Penalty: 15004.458984
	Iteration 86Q: 3 clusters Score -3.59528e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 189898 members 
Entering Unmasked Estep 
Score: -35952780.000000 Penalty: 15004.458984
	Iteration 87Q: 3 clusters Score -3.595278e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 189905 members 
Entering Unmasked Estep 
Score: -35952776.000000 Penalty: 15004.458984
	Iteration 88Q: 3 clusters Score -3.595278e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 189913 members 
Entering Unmasked Estep 
Score: -35952772.000000 Penalty: 15004.458984
	Iteration 89Q: 3 clusters Score -3.595277e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 189918 members 
Entering Unmasked Estep 
Score: -35952764.000000 Penalty: 15004.458984
	Iteration 90Q: 3 clusters Score -3.595276e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 189923 members 
Entering Unmasked Estep 
Score: -35952780.000000 Penalty: 15004.458984
	Iteration 91Q: 3 clusters Score -3.595278e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 189927 members 
Entering Unmasked Estep 
Score: -35952780.000000 Penalty: 15004.458984
	Iteration 92Q: 3 clusters Score -3.595278e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 189932 members 
Entering Unmasked Estep 
Score: -35952796.000000 Penalty: 15004.458984
	Iteration 93Q: 3 clusters Score -3.59528e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 189935 members 
Entering Unmasked Estep 
Score: -35952784.000000 Penalty: 15004.458984
	Iteration 94Q: 3 clusters Score -3.595278e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 189940 members 
Entering Unmasked Estep 
Score: -35952808.000000 Penalty: 15004.458984
	Iteration 95Q: 3 clusters Score -3.595281e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 189943 members 
Entering Unmasked Estep 
Score: -35952780.000000 Penalty: 15004.458984
	Iteration 96Q: 3 clusters Score -3.595278e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 189945 members 
Entering Unmasked Estep 
Score: -35952780.000000 Penalty: 15004.458984
	Iteration 97Q: 3 clusters Score -3.595278e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 189952 members 
Entering Unmasked Estep 
Score: -35952772.000000 Penalty: 15004.458984
	Iteration 98Q: 3 clusters Score -3.595277e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 189959 members 
Entering Unmasked Estep 
Score: -35952768.000000 Penalty: 15004.458984
	Iteration 99Q: 3 clusters Score -3.595277e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 189969 members 
Entering Unmasked Estep 
Score: -35952760.000000 Penalty: 15004.458984
	Iteration 100F: 3 clusters Score -3.595276e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 189977 members 
Entering Unmasked Estep 
Score: -35952744.000000 Penalty: 15004.458984
	Iteration 101Q: 3 clusters Score -3.595274e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 189989 members 
Entering Unmasked Estep 
Score: -35952784.000000 Penalty: 15004.458984
	Iteration 102Q: 3 clusters Score -3.595278e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 190000 members 
Entering Unmasked Estep 
Score: -35952788.000000 Penalty: 15004.458984
	Iteration 103Q: 3 clusters Score -3.595279e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 190014 members 
Entering Unmasked Estep 
Score: -35952788.000000 Penalty: 15004.458984
	Iteration 104Q: 3 clusters Score -3.595279e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 190021 members 
Entering Unmasked Estep 
Score: -35952796.000000 Penalty: 15004.458984
	Iteration 105Q: 3 clusters Score -3.59528e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 190025 members 
Entering Unmasked Estep 
Score: -35952772.000000 Penalty: 15004.458984
	Iteration 106Q: 3 clusters Score -3.595277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 190027 members 
Entering Unmasked Estep 
Score: -35952792.000000 Penalty: 15004.458984
	Iteration 107Q: 3 clusters Score -3.595279e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 190029 members 
Entering Unmasked Estep 
Score: -35952772.000000 Penalty: 15004.458984
	Iteration 108Q: 3 clusters Score -3.595277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 190031 members 
Entering Unmasked Estep 
Score: -35952780.000000 Penalty: 15004.458984
	Iteration 109Q: 3 clusters Score -3.595278e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 190031 members 
Entering Unmasked Estep 
Score: -35952780.000000 Penalty: 15004.458984
	Iteration 110F: 3 clusters Score -3.595278e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Entering Unmasked Estep 
Score: -1129276.750000 Penalty: 5417.244141
	Iteration 0F: 2 clusters Score -1129277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1120994.875000 Penalty: 10834.488281
	Iteration 0F: 3 clusters Score -1120995 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1122583.875000 Penalty: 10834.488281
	Iteration 1F: 3 clusters Score -1122584 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1122995.250000 Penalty: 10834.488281
	Iteration 2F: 3 clusters Score -1122995 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1123285.750000 Penalty: 10834.488281
	Iteration 3Q: 3 clusters Score -1123286 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1123575.875000 Penalty: 10834.488281
	Iteration 4Q: 3 clusters Score -1123576 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1123922.500000 Penalty: 10834.488281
	Iteration 5Q: 3 clusters Score -1123922 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1124310.375000 Penalty: 10834.488281
	Iteration 6Q: 3 clusters Score -1124310 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1124729.250000 Penalty: 10834.488281
	Iteration 7Q: 3 clusters Score -1124729 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1125146.875000 Penalty: 10834.488281
	Iteration 8F: 3 clusters Score -1125147 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1125603.000000 Penalty: 10834.488281
	Iteration 9F: 3 clusters Score -1125603 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1125985.875000 Penalty: 10834.488281
	Iteration 10Q: 3 clusters Score -1125986 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1126270.750000 Penalty: 10834.488281
	Iteration 11Q: 3 clusters Score -1126271 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1126431.625000 Penalty: 10834.488281
	Iteration 12Q: 3 clusters Score -1126432 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1126512.750000 Penalty: 10834.488281
	Iteration 13Q: 3 clusters Score -1126513 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1126558.125000 Penalty: 10834.488281
	Iteration 14Q: 3 clusters Score -1126558 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1126579.375000 Penalty: 10834.488281
	Iteration 15Q: 3 clusters Score -1126579 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1126590.625000 Penalty: 10834.488281
	Iteration 16Q: 3 clusters Score -1126591 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1126601.375000 Penalty: 10834.488281
	Iteration 17Q: 3 clusters Score -1126601 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1126608.375000 Penalty: 10834.488281
	Iteration 18Q: 3 clusters Score -1126608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1126610.000000 Penalty: 10834.488281
	Iteration 19Q: 3 clusters Score -1126610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1126611.875000 Penalty: 10834.488281
	Iteration 20F: 3 clusters Score -1126612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1126614.750000 Penalty: 10834.488281
	Iteration 21Q: 3 clusters Score -1126615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1126617.375000 Penalty: 10834.488281
	Iteration 22Q: 3 clusters Score -1126617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1126620.750000 Penalty: 10834.488281
	Iteration 23Q: 3 clusters Score -1126621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1126626.250000 Penalty: 10834.488281
	Iteration 24Q: 3 clusters Score -1126626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1126626.375000 Penalty: 10834.488281
	Iteration 25Q: 3 clusters Score -1126626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1126629.625000 Penalty: 10834.488281
	Iteration 26Q: 3 clusters Score -1126630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1126631.375000 Penalty: 10834.488281
	Iteration 27Q: 3 clusters Score -1126631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1126631.375000 Penalty: 10834.488281
	Iteration 28F: 3 clusters Score -1126631 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (29818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29818 members 
Entering Unmasked Estep 
Score: -4882860.000000 Penalty: 6310.506348
	Iteration 0F: 2 clusters Score -4882860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -4860169.000000 Penalty: 12621.012695
	Iteration 0F: 3 clusters Score -4860169 nChanged 12593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -4867295.000000 Penalty: 12621.012695
	Iteration 1F: 3 clusters Score -4867295 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -4868561.500000 Penalty: 12621.012695
	Iteration 2F: 3 clusters Score -4868562 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -4869755.500000 Penalty: 12621.012695
	Iteration 3F: 3 clusters Score -4869756 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -4870931.000000 Penalty: 12621.012695
	Iteration 4F: 3 clusters Score -4870931 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -4872046.500000 Penalty: 12621.012695
	Iteration 5F: 3 clusters Score -4872046 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -4873151.500000 Penalty: 12621.012695
	Iteration 6F: 3 clusters Score -4873152 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -4874215.000000 Penalty: 12621.012695
	Iteration 7F: 3 clusters Score -4874215 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -4875145.500000 Penalty: 12621.012695
	Iteration 8Q: 3 clusters Score -4875146 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -4875925.500000 Penalty: 12621.012695
	Iteration 9Q: 3 clusters Score -4875926 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -4876558.500000 Penalty: 12621.012695
	Iteration 10Q: 3 clusters Score -4876558 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -4877030.000000 Penalty: 12621.012695
	Iteration 11Q: 3 clusters Score -4877030 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -4877416.000000 Penalty: 12621.012695
	Iteration 12Q: 3 clusters Score -4877416 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26379 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -4877740.000000 Penalty: 12621.012695
	Iteration 13Q: 3 clusters Score -4877740 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26796 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -4878006.500000 Penalty: 12621.012695
	Iteration 14Q: 3 clusters Score -4878006 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -4878216.000000 Penalty: 12621.012695
	Iteration 15Q: 3 clusters Score -4878216 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -4878376.500000 Penalty: 12621.012695
	Iteration 16Q: 3 clusters Score -4878376 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -4878501.500000 Penalty: 12621.012695
	Iteration 17Q: 3 clusters Score -4878502 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27700 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -4878563.000000 Penalty: 12621.012695
	Iteration 18Q: 3 clusters Score -4878563 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27811 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -4878662.000000 Penalty: 12621.012695
	Iteration 19Q: 3 clusters Score -4878662 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27897 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -4878724.500000 Penalty: 12621.012695
	Iteration 20F: 3 clusters Score -4878724 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27965 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -4878781.500000 Penalty: 12621.012695
	Iteration 21Q: 3 clusters Score -4878782 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28022 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -4878824.000000 Penalty: 12621.012695
	Iteration 22Q: 3 clusters Score -4878824 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -4878846.500000 Penalty: 12621.012695
	Iteration 23Q: 3 clusters Score -4878846 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28106 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -4878869.000000 Penalty: 12621.012695
	Iteration 24Q: 3 clusters Score -4878869 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28136 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -4878871.000000 Penalty: 12621.012695
	Iteration 25Q: 3 clusters Score -4878871 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28163 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -4878893.000000 Penalty: 12621.012695
	Iteration 26Q: 3 clusters Score -4878893 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28190 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -4878924.000000 Penalty: 12621.012695
	Iteration 27Q: 3 clusters Score -4878924 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28213 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -4878941.000000 Penalty: 12621.012695
	Iteration 28Q: 3 clusters Score -4878941 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28224 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -4878942.500000 Penalty: 12621.012695
	Iteration 29Q: 3 clusters Score -4878942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28236 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -4878957.000000 Penalty: 12621.012695
	Iteration 30Q: 3 clusters Score -4878957 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28252 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -4878965.500000 Penalty: 12621.012695
	Iteration 31Q: 3 clusters Score -4878966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28263 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -4878968.000000 Penalty: 12621.012695
	Iteration 32Q: 3 clusters Score -4878968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -4878971.000000 Penalty: 12621.012695
	Iteration 33Q: 3 clusters Score -4878971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28272 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -4878969.500000 Penalty: 12621.012695
	Iteration 34Q: 3 clusters Score -4878970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28276 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -4878972.000000 Penalty: 12621.012695
	Iteration 35Q: 3 clusters Score -4878972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28285 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -4878983.500000 Penalty: 12621.012695
	Iteration 36Q: 3 clusters Score -4878984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28289 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -4878989.000000 Penalty: 12621.012695
	Iteration 37Q: 3 clusters Score -4878989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28296 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -4878995.000000 Penalty: 12621.012695
	Iteration 38Q: 3 clusters Score -4878995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28302 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -4879011.500000 Penalty: 12621.012695
	Iteration 39Q: 3 clusters Score -4879012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28308 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -4879009.000000 Penalty: 12621.012695
	Iteration 40F: 3 clusters Score -4879009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -4879011.500000 Penalty: 12621.012695
	Iteration 41Q: 3 clusters Score -4879012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -4879009.500000 Penalty: 12621.012695
	Iteration 42Q: 3 clusters Score -4879010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -4879009.500000 Penalty: 12621.012695
	Iteration 43F: 3 clusters Score -4879010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (52749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52749 members 
Entering Unmasked Estep 
Score: -9094183.000000 Penalty: 6659.896484
	Iteration 0F: 2 clusters Score -9094183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 26462 members 
Entering Unmasked Estep 
Score: -9056968.000000 Penalty: 13319.792969
	Iteration 0F: 3 clusters Score -9056968 nChanged 23204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25975 members 
Mstep: Class 2 contains 26774 members 
Entering Unmasked Estep 
Score: -9069279.000000 Penalty: 13319.792969
	Iteration 1F: 3 clusters Score -9069279 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 26885 members 
Entering Unmasked Estep 
Score: -9070159.000000 Penalty: 13319.792969
	Iteration 2Q: 3 clusters Score -9070159 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25681 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -9070793.000000 Penalty: 13319.792969
	Iteration 3Q: 3 clusters Score -9070793 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25453 members 
Mstep: Class 2 contains 27296 members 
Entering Unmasked Estep 
Score: -9071356.000000 Penalty: 13319.792969
	Iteration 4Q: 3 clusters Score -9071356 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
Score: -9071878.000000 Penalty: 13319.792969
	Iteration 5Q: 3 clusters Score -9071878 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24753 members 
Mstep: Class 2 contains 27996 members 
Entering Unmasked Estep 
Score: -9072441.000000 Penalty: 13319.792969
	Iteration 6Q: 3 clusters Score -9072441 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 28507 members 
Entering Unmasked Estep 
Score: -9073001.000000 Penalty: 13319.792969
	Iteration 7Q: 3 clusters Score -9073001 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 29149 members 
Entering Unmasked Estep 
Score: -9073568.000000 Penalty: 13319.792969
	Iteration 8Q: 3 clusters Score -9073568 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 30003 members 
Entering Unmasked Estep 
Score: -9074203.000000 Penalty: 13319.792969
	Iteration 9Q: 3 clusters Score -9074203 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 30968 members 
Entering Unmasked Estep 
Score: -9074978.000000 Penalty: 13319.792969
	Iteration 10Q: 3 clusters Score -9074978 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 32187 members 
Entering Unmasked Estep 
Score: -9075857.000000 Penalty: 13319.792969
	Iteration 11Q: 3 clusters Score -9075857 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 33740 members 
Entering Unmasked Estep 
Score: -9077076.000000 Penalty: 13319.792969
	Iteration 12Q: 3 clusters Score -9077076 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 35544 members 
Entering Unmasked Estep 
Score: -9078573.000000 Penalty: 13319.792969
	Iteration 13Q: 3 clusters Score -9078573 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 37512 members 
Entering Unmasked Estep 
Score: -9080140.000000 Penalty: 13319.792969
	Iteration 14Q: 3 clusters Score -9080140 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 39420 members 
Entering Unmasked Estep 
Score: -9081617.000000 Penalty: 13319.792969
	Iteration 15Q: 3 clusters Score -9081617 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 41262 members 
Entering Unmasked Estep 
Score: -9083006.000000 Penalty: 13319.792969
	Iteration 16Q: 3 clusters Score -9083006 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 42893 members 
Entering Unmasked Estep 
Score: -9084129.000000 Penalty: 13319.792969
	Iteration 17Q: 3 clusters Score -9084129 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 44313 members 
Entering Unmasked Estep 
Score: -9084967.000000 Penalty: 13319.792969
	Iteration 18Q: 3 clusters Score -9084967 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 45449 members 
Entering Unmasked Estep 
Score: -9085616.000000 Penalty: 13319.792969
	Iteration 19Q: 3 clusters Score -9085616 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 46385 members 
Entering Unmasked Estep 
Score: -9086125.000000 Penalty: 13319.792969
	Iteration 20F: 3 clusters Score -9086125 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 47157 members 
Entering Unmasked Estep 
Score: -9086526.000000 Penalty: 13319.792969
	Iteration 21Q: 3 clusters Score -9086526 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 47807 members 
Entering Unmasked Estep 
Score: -9086864.000000 Penalty: 13319.792969
	Iteration 22Q: 3 clusters Score -9086864 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 48368 members 
Entering Unmasked Estep 
Score: -9087177.000000 Penalty: 13319.792969
	Iteration 23Q: 3 clusters Score -9087177 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 48831 members 
Entering Unmasked Estep 
Score: -9087403.000000 Penalty: 13319.792969
	Iteration 24Q: 3 clusters Score -9087403 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 49213 members 
Entering Unmasked Estep 
Score: -9087589.000000 Penalty: 13319.792969
	Iteration 25Q: 3 clusters Score -9087589 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 49498 members 
Entering Unmasked Estep 
Score: -9087746.000000 Penalty: 13319.792969
	Iteration 26Q: 3 clusters Score -9087746 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 49735 members 
Entering Unmasked Estep 
Score: -9087862.000000 Penalty: 13319.792969
	Iteration 27Q: 3 clusters Score -9087862 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 49942 members 
Entering Unmasked Estep 
Score: -9087978.000000 Penalty: 13319.792969
	Iteration 28Q: 3 clusters Score -9087978 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 50114 members 
Entering Unmasked Estep 
Score: -9088073.000000 Penalty: 13319.792969
	Iteration 29Q: 3 clusters Score -9088073 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 50248 members 
Entering Unmasked Estep 
Score: -9088154.000000 Penalty: 13319.792969
	Iteration 30Q: 3 clusters Score -9088154 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 50371 members 
Entering Unmasked Estep 
Score: -9088236.000000 Penalty: 13319.792969
	Iteration 31Q: 3 clusters Score -9088236 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 50457 members 
Entering Unmasked Estep 
Score: -9088260.000000 Penalty: 13319.792969
	Iteration 32Q: 3 clusters Score -9088260 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 50510 members 
Entering Unmasked Estep 
Score: -9088281.000000 Penalty: 13319.792969
	Iteration 33Q: 3 clusters Score -9088281 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 50568 members 
Entering Unmasked Estep 
Score: -9088310.000000 Penalty: 13319.792969
	Iteration 34Q: 3 clusters Score -9088310 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 50615 members 
Entering Unmasked Estep 
Score: -9088362.000000 Penalty: 13319.792969
	Iteration 35Q: 3 clusters Score -9088362 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 50651 members 
Entering Unmasked Estep 
Score: -9088389.000000 Penalty: 13319.792969
	Iteration 36Q: 3 clusters Score -9088389 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 50685 members 
Entering Unmasked Estep 
Score: -9088408.000000 Penalty: 13319.792969
	Iteration 37Q: 3 clusters Score -9088408 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 50714 members 
Entering Unmasked Estep 
Score: -9088414.000000 Penalty: 13319.792969
	Iteration 38Q: 3 clusters Score -9088414 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 50743 members 
Entering Unmasked Estep 
Score: -9088438.000000 Penalty: 13319.792969
	Iteration 39Q: 3 clusters Score -9088438 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 50761 members 
Entering Unmasked Estep 
Score: -9088429.000000 Penalty: 13319.792969
	Iteration 40F: 3 clusters Score -9088429 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 50778 members 
Entering Unmasked Estep 
Score: -9088445.000000 Penalty: 13319.792969
	Iteration 41Q: 3 clusters Score -9088445 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 50808 members 
Entering Unmasked Estep 
Score: -9088471.000000 Penalty: 13319.792969
	Iteration 42Q: 3 clusters Score -9088471 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 50831 members 
Entering Unmasked Estep 
Score: -9088489.000000 Penalty: 13319.792969
	Iteration 43Q: 3 clusters Score -9088489 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 50860 members 
Entering Unmasked Estep 
Score: -9088496.000000 Penalty: 13319.792969
	Iteration 44Q: 3 clusters Score -9088496 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 50878 members 
Entering Unmasked Estep 
Score: -9088506.000000 Penalty: 13319.792969
	Iteration 45Q: 3 clusters Score -9088506 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 50890 members 
Entering Unmasked Estep 
Score: -9088522.000000 Penalty: 13319.792969
	Iteration 46Q: 3 clusters Score -9088522 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 50909 members 
Entering Unmasked Estep 
Score: -9088527.000000 Penalty: 13319.792969
	Iteration 47Q: 3 clusters Score -9088527 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 50928 members 
Entering Unmasked Estep 
Score: -9088544.000000 Penalty: 13319.792969
	Iteration 48Q: 3 clusters Score -9088544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 50940 members 
Entering Unmasked Estep 
Score: -9088546.000000 Penalty: 13319.792969
	Iteration 49Q: 3 clusters Score -9088546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 50951 members 
Entering Unmasked Estep 
Score: -9088560.000000 Penalty: 13319.792969
	Iteration 50Q: 3 clusters Score -9088560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 50955 members 
Entering Unmasked Estep 
Score: -9088553.000000 Penalty: 13319.792969
	Iteration 51Q: 3 clusters Score -9088553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 50960 members 
Entering Unmasked Estep 
Score: -9088557.000000 Penalty: 13319.792969
	Iteration 52Q: 3 clusters Score -9088557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 50962 members 
Entering Unmasked Estep 
Score: -9088548.000000 Penalty: 13319.792969
	Iteration 53Q: 3 clusters Score -9088548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 50965 members 
Entering Unmasked Estep 
Score: -9088552.000000 Penalty: 13319.792969
	Iteration 54Q: 3 clusters Score -9088552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 50968 members 
Entering Unmasked Estep 
Score: -9088550.000000 Penalty: 13319.792969
	Iteration 55Q: 3 clusters Score -9088550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 50969 members 
Entering Unmasked Estep 
Score: -9088547.000000 Penalty: 13319.792969
	Iteration 56Q: 3 clusters Score -9088547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 50972 members 
Entering Unmasked Estep 
Score: -9088556.000000 Penalty: 13319.792969
	Iteration 57Q: 3 clusters Score -9088556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 50972 members 
Entering Unmasked Estep 
Score: -9088556.000000 Penalty: 13319.792969
	Iteration 58F: 3 clusters Score -9088556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (36739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36739 members 
Entering Unmasked Estep 
Score: -6209031.500000 Penalty: 6438.351074
	Iteration 0F: 2 clusters Score -6209032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -6181903.500000 Penalty: 12876.702148
	Iteration 0F: 3 clusters Score -6181904 nChanged 15881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -6190627.500000 Penalty: 12876.702148
	Iteration 1F: 3 clusters Score -6190628 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -6191456.000000 Penalty: 12876.702148
	Iteration 2F: 3 clusters Score -6191456 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -6192017.000000 Penalty: 12876.702148
	Iteration 3Q: 3 clusters Score -6192017 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -6192504.500000 Penalty: 12876.702148
	Iteration 4Q: 3 clusters Score -6192504 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -6192947.500000 Penalty: 12876.702148
	Iteration 5Q: 3 clusters Score -6192948 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -6193417.000000 Penalty: 12876.702148
	Iteration 6Q: 3 clusters Score -6193417 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -6193960.500000 Penalty: 12876.702148
	Iteration 7Q: 3 clusters Score -6193960 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -6194751.000000 Penalty: 12876.702148
	Iteration 8Q: 3 clusters Score -6194751 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -6195707.500000 Penalty: 12876.702148
	Iteration 9Q: 3 clusters Score -6195708 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 24757 members 
Entering Unmasked Estep 
Score: -6196818.500000 Penalty: 12876.702148
	Iteration 10F: 3 clusters Score -6196818 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 25987 members 
Entering Unmasked Estep 
Score: -6197778.000000 Penalty: 12876.702148
	Iteration 11Q: 3 clusters Score -6197778 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 27042 members 
Entering Unmasked Estep 
Score: -6198568.000000 Penalty: 12876.702148
	Iteration 12Q: 3 clusters Score -6198568 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 27883 members 
Entering Unmasked Estep 
Score: -6199080.000000 Penalty: 12876.702148
	Iteration 13Q: 3 clusters Score -6199080 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 28528 members 
Entering Unmasked Estep 
Score: -6199443.000000 Penalty: 12876.702148
	Iteration 14Q: 3 clusters Score -6199443 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 29061 members 
Entering Unmasked Estep 
Score: -6199675.500000 Penalty: 12876.702148
	Iteration 15Q: 3 clusters Score -6199676 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 29541 members 
Entering Unmasked Estep 
Score: -6199901.000000 Penalty: 12876.702148
	Iteration 16Q: 3 clusters Score -6199901 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 29963 members 
Entering Unmasked Estep 
Score: -6200101.000000 Penalty: 12876.702148
	Iteration 17Q: 3 clusters Score -6200101 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 30375 members 
Entering Unmasked Estep 
Score: -6200265.000000 Penalty: 12876.702148
	Iteration 18Q: 3 clusters Score -6200265 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 30759 members 
Entering Unmasked Estep 
Score: -6200407.000000 Penalty: 12876.702148
	Iteration 19Q: 3 clusters Score -6200407 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 31108 members 
Entering Unmasked Estep 
Score: -6200567.500000 Penalty: 12876.702148
	Iteration 20F: 3 clusters Score -6200568 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 31463 members 
Entering Unmasked Estep 
Score: -6200733.000000 Penalty: 12876.702148
	Iteration 21Q: 3 clusters Score -6200733 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 31815 members 
Entering Unmasked Estep 
Score: -6200896.000000 Penalty: 12876.702148
	Iteration 22Q: 3 clusters Score -6200896 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 32159 members 
Entering Unmasked Estep 
Score: -6201104.000000 Penalty: 12876.702148
	Iteration 23Q: 3 clusters Score -6201104 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 32530 members 
Entering Unmasked Estep 
Score: -6201322.500000 Penalty: 12876.702148
	Iteration 24Q: 3 clusters Score -6201322 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 32901 members 
Entering Unmasked Estep 
Score: -6201532.000000 Penalty: 12876.702148
	Iteration 25Q: 3 clusters Score -6201532 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 33290 members 
Entering Unmasked Estep 
Score: -6201799.500000 Penalty: 12876.702148
	Iteration 26Q: 3 clusters Score -6201800 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 33649 members 
Entering Unmasked Estep 
Score: -6202063.000000 Penalty: 12876.702148
	Iteration 27Q: 3 clusters Score -6202063 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 34008 members 
Entering Unmasked Estep 
Score: -6202323.500000 Penalty: 12876.702148
	Iteration 28Q: 3 clusters Score -6202324 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 34331 members 
Entering Unmasked Estep 
Score: -6202545.000000 Penalty: 12876.702148
	Iteration 29Q: 3 clusters Score -6202545 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 34616 members 
Entering Unmasked Estep 
Score: -6202742.500000 Penalty: 12876.702148
	Iteration 30Q: 3 clusters Score -6202742 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 34868 members 
Entering Unmasked Estep 
Score: -6202946.500000 Penalty: 12876.702148
	Iteration 31Q: 3 clusters Score -6202946 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 35057 members 
Entering Unmasked Estep 
Score: -6203103.000000 Penalty: 12876.702148
	Iteration 32Q: 3 clusters Score -6203103 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 35212 members 
Entering Unmasked Estep 
Score: -6203241.500000 Penalty: 12876.702148
	Iteration 33Q: 3 clusters Score -6203242 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 35329 members 
Entering Unmasked Estep 
Score: -6203350.000000 Penalty: 12876.702148
	Iteration 34Q: 3 clusters Score -6203350 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 35417 members 
Entering Unmasked Estep 
Score: -6203421.500000 Penalty: 12876.702148
	Iteration 35Q: 3 clusters Score -6203422 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 35471 members 
Entering Unmasked Estep 
Score: -6203474.000000 Penalty: 12876.702148
	Iteration 36Q: 3 clusters Score -6203474 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 35519 members 
Entering Unmasked Estep 
Score: -6203506.500000 Penalty: 12876.702148
	Iteration 37Q: 3 clusters Score -6203506 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 35556 members 
Entering Unmasked Estep 
Score: -6203566.500000 Penalty: 12876.702148
	Iteration 38Q: 3 clusters Score -6203566 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 35576 members 
Entering Unmasked Estep 
Score: -6203575.000000 Penalty: 12876.702148
	Iteration 39Q: 3 clusters Score -6203575 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 35589 members 
Entering Unmasked Estep 
Score: -6203597.000000 Penalty: 12876.702148
	Iteration 40F: 3 clusters Score -6203597 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 35609 members 
Entering Unmasked Estep 
Score: -6203612.000000 Penalty: 12876.702148
	Iteration 41Q: 3 clusters Score -6203612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 35621 members 
Entering Unmasked Estep 
Score: -6203616.000000 Penalty: 12876.702148
	Iteration 42Q: 3 clusters Score -6203616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 35631 members 
Entering Unmasked Estep 
Score: -6203628.000000 Penalty: 12876.702148
	Iteration 43Q: 3 clusters Score -6203628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 35640 members 
Entering Unmasked Estep 
Score: -6203634.500000 Penalty: 12876.702148
	Iteration 44Q: 3 clusters Score -6203634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 35643 members 
Entering Unmasked Estep 
Score: -6203630.500000 Penalty: 12876.702148
	Iteration 45Q: 3 clusters Score -6203630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 35643 members 
Entering Unmasked Estep 
Score: -6203640.000000 Penalty: 12876.702148
	Iteration 46Q: 3 clusters Score -6203640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 35645 members 
Entering Unmasked Estep 
Score: -6203642.000000 Penalty: 12876.702148
	Iteration 47Q: 3 clusters Score -6203642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 35646 members 
Entering Unmasked Estep 
Score: -6203644.000000 Penalty: 12876.702148
	Iteration 48Q: 3 clusters Score -6203644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 35646 members 
Entering Unmasked Estep 
Score: -6203644.000000 Penalty: 12876.702148
	Iteration 49F: 3 clusters Score -6203644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Entering Unmasked Estep 
Score: -153576.234375 Penalty: 4237.701172
	Iteration 0F: 2 clusters Score -153576.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -149618.234375 Penalty: 8475.402344
	Iteration 0F: 3 clusters Score -149618.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -150050.375000 Penalty: 8475.402344
	Iteration 1F: 3 clusters Score -150050.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -150300.484375 Penalty: 8475.402344
	Iteration 2F: 3 clusters Score -150300.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -150541.734375 Penalty: 8475.402344
	Iteration 3Q: 3 clusters Score -150541.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -150607.312500 Penalty: 8475.402344
	Iteration 4Q: 3 clusters Score -150607.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -150659.000000 Penalty: 8475.402344
	Iteration 5Q: 3 clusters Score -150659 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -150693.687500 Penalty: 8475.402344
	Iteration 6Q: 3 clusters Score -150693.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -150720.843750 Penalty: 8475.402344
	Iteration 7Q: 3 clusters Score -150720.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -150734.531250 Penalty: 8475.402344
	Iteration 8Q: 3 clusters Score -150734.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -150740.640625 Penalty: 8475.402344
	Iteration 9Q: 3 clusters Score -150740.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -150748.546875 Penalty: 8475.402344
	Iteration 10Q: 3 clusters Score -150748.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -150773.281250 Penalty: 8475.402344
	Iteration 11Q: 3 clusters Score -150773.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -150810.875000 Penalty: 8475.402344
	Iteration 12Q: 3 clusters Score -150810.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -150885.468750 Penalty: 8475.402344
	Iteration 13Q: 3 clusters Score -150885.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -150991.906250 Penalty: 8475.402344
	Iteration 14Q: 3 clusters Score -150991.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -151126.437500 Penalty: 8475.402344
	Iteration 15Q: 3 clusters Score -151126.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -151297.234375 Penalty: 8475.402344
	Iteration 16Q: 3 clusters Score -151297.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -151529.609375 Penalty: 8475.402344
	Iteration 17Q: 3 clusters Score -151529.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -151768.609375 Penalty: 8475.402344
	Iteration 18Q: 3 clusters Score -151768.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -151926.406250 Penalty: 8475.402344
	Iteration 19Q: 3 clusters Score -151926.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -152044.828125 Penalty: 8475.402344
	Iteration 20F: 3 clusters Score -152044.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -152160.390625 Penalty: 8475.402344
	Iteration 21Q: 3 clusters Score -152160.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -152245.484375 Penalty: 8475.402344
	Iteration 22Q: 3 clusters Score -152245.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -152269.484375 Penalty: 8475.402344
	Iteration 23Q: 3 clusters Score -152269.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -152286.515625 Penalty: 8475.402344
	Iteration 24Q: 3 clusters Score -152286.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -152301.312500 Penalty: 8475.402344
	Iteration 25Q: 3 clusters Score -152301.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -152313.937500 Penalty: 8475.402344
	Iteration 26Q: 3 clusters Score -152313.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -152320.093750 Penalty: 8475.402344
	Iteration 27Q: 3 clusters Score -152320.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -152327.656250 Penalty: 8475.402344
	Iteration 28Q: 3 clusters Score -152327.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -152335.203125 Penalty: 8475.402344
	Iteration 29Q: 3 clusters Score -152335.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -152335.203125 Penalty: 8475.402344
	Iteration 30F: 3 clusters Score -152335.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Entering Unmasked Estep 
Score: -515837.625000 Penalty: 4927.137207
	Iteration 0F: 2 clusters Score -515837.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -510020.312500 Penalty: 9854.274414
	Iteration 0F: 3 clusters Score -510020.3 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -510822.093750 Penalty: 9854.274414
	Iteration 1F: 3 clusters Score -510822.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -511086.437500 Penalty: 9854.274414
	Iteration 2F: 3 clusters Score -511086.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -511287.281250 Penalty: 9854.274414
	Iteration 3Q: 3 clusters Score -511287.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -511486.375000 Penalty: 9854.274414
	Iteration 4Q: 3 clusters Score -511486.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -511719.968750 Penalty: 9854.274414
	Iteration 5Q: 3 clusters Score -511720 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -512035.375000 Penalty: 9854.274414
	Iteration 6Q: 3 clusters Score -512035.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -512570.593750 Penalty: 9854.274414
	Iteration 7F: 3 clusters Score -512570.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -513200.593750 Penalty: 9854.274414
	Iteration 8F: 3 clusters Score -513200.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -513833.062500 Penalty: 9854.274414
	Iteration 9F: 3 clusters Score -513833.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -514348.250000 Penalty: 9854.274414
	Iteration 10F: 3 clusters Score -514348.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -514673.000000 Penalty: 9854.274414
	Iteration 11Q: 3 clusters Score -514673 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -514874.375000 Penalty: 9854.274414
	Iteration 12Q: 3 clusters Score -514874.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -514984.000000 Penalty: 9854.274414
	Iteration 13Q: 3 clusters Score -514984 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -515056.906250 Penalty: 9854.274414
	Iteration 14Q: 3 clusters Score -515056.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -515161.437500 Penalty: 9854.274414
	Iteration 15Q: 3 clusters Score -515161.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -515353.281250 Penalty: 9854.274414
	Iteration 16Q: 3 clusters Score -515353.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -515662.000000 Penalty: 9854.274414
	Iteration 17Q: 3 clusters Score -515662 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -515827.906250 Penalty: 9854.274414
	Iteration 18Q: 3 clusters Score -515827.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -515900.812500 Penalty: 9854.274414
	Iteration 19Q: 3 clusters Score -515900.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -515927.875000 Penalty: 9854.274414
	Iteration 20F: 3 clusters Score -515927.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -515940.500000 Penalty: 9854.274414
	Iteration 21Q: 3 clusters Score -515940.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -515948.718750 Penalty: 9854.274414
	Iteration 22Q: 3 clusters Score -515948.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -515950.562500 Penalty: 9854.274414
	Iteration 23Q: 3 clusters Score -515950.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -515950.562500 Penalty: 9854.274414
	Iteration 24F: 3 clusters Score -515950.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208676 members 
Mstep: Class 2 contains 6936 members 
Mstep: Class 3 contains 29818 members 
Mstep: Class 4 contains 52749 members 
Mstep: Class 5 contains 36739 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 1506 members 
Mstep: Class 8 contains 13571 members 
Mstep: Class 9 contains 23057 members 
Mstep: Class 10 contains 288592 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20848 members 
Mstep: Class 13 contains 24218 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 87851 members 
Mstep: Class 18 contains 513024 members 
Mstep: Class 19 contains 1610 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 11430 members 
Mstep: Class 22 contains 46192 members 
Entering Unmasked Estep 
Score: -233331664.000000 Penalty: 190448.093750
Splitting cluster 7 changes total score from -233333296.000000 to -233331664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (13571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Entering Unmasked Estep 
Score: -2376969.500000 Penalty: 5828.360840
	Iteration 0F: 2 clusters Score -2376970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -2364433.250000 Penalty: 11656.721680
	Iteration 0F: 3 clusters Score -2364433 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -2367276.000000 Penalty: 11656.721680
	Iteration 1F: 3 clusters Score -2367276 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -2367825.750000 Penalty: 11656.721680
	Iteration 2F: 3 clusters Score -2367826 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -2368138.750000 Penalty: 11656.721680
	Iteration 3Q: 3 clusters Score -2368139 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -2368348.500000 Penalty: 11656.721680
	Iteration 4Q: 3 clusters Score -2368348 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -2368511.250000 Penalty: 11656.721680
	Iteration 5Q: 3 clusters Score -2368511 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -2368624.500000 Penalty: 11656.721680
	Iteration 6Q: 3 clusters Score -2368624 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -2368742.000000 Penalty: 11656.721680
	Iteration 7Q: 3 clusters Score -2368742 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -2368843.750000 Penalty: 11656.721680
	Iteration 8Q: 3 clusters Score -2368844 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -2368905.500000 Penalty: 11656.721680
	Iteration 9Q: 3 clusters Score -2368906 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -2368977.250000 Penalty: 11656.721680
	Iteration 10Q: 3 clusters Score -2368977 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -2369043.000000 Penalty: 11656.721680
	Iteration 11Q: 3 clusters Score -2369043 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -2369084.000000 Penalty: 11656.721680
	Iteration 12Q: 3 clusters Score -2369084 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -2369129.750000 Penalty: 11656.721680
	Iteration 13Q: 3 clusters Score -2369130 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -2369166.750000 Penalty: 11656.721680
	Iteration 14Q: 3 clusters Score -2369167 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -2369217.750000 Penalty: 11656.721680
	Iteration 15Q: 3 clusters Score -2369218 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -2369262.000000 Penalty: 11656.721680
	Iteration 16Q: 3 clusters Score -2369262 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -2369305.750000 Penalty: 11656.721680
	Iteration 17Q: 3 clusters Score -2369306 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -2369342.500000 Penalty: 11656.721680
	Iteration 18Q: 3 clusters Score -2369342 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -2369381.250000 Penalty: 11656.721680
	Iteration 19Q: 3 clusters Score -2369381 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -2369410.000000 Penalty: 11656.721680
	Iteration 20F: 3 clusters Score -2369410 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -2369437.500000 Penalty: 11656.721680
	Iteration 21Q: 3 clusters Score -2369438 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -2369461.000000 Penalty: 11656.721680
	Iteration 22Q: 3 clusters Score -2369461 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -2369481.250000 Penalty: 11656.721680
	Iteration 23Q: 3 clusters Score -2369481 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -2369508.500000 Penalty: 11656.721680
	Iteration 24Q: 3 clusters Score -2369508 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -2369548.750000 Penalty: 11656.721680
	Iteration 25Q: 3 clusters Score -2369549 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -2369596.000000 Penalty: 11656.721680
	Iteration 26Q: 3 clusters Score -2369596 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -2369646.000000 Penalty: 11656.721680
	Iteration 27Q: 3 clusters Score -2369646 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -2369709.500000 Penalty: 11656.721680
	Iteration 28Q: 3 clusters Score -2369710 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -2369776.000000 Penalty: 11656.721680
	Iteration 29Q: 3 clusters Score -2369776 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -2369837.500000 Penalty: 11656.721680
	Iteration 30Q: 3 clusters Score -2369838 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -2369913.750000 Penalty: 11656.721680
	Iteration 31Q: 3 clusters Score -2369914 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -2369999.250000 Penalty: 11656.721680
	Iteration 32Q: 3 clusters Score -2369999 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -2370073.500000 Penalty: 11656.721680
	Iteration 33Q: 3 clusters Score -2370074 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -2370166.500000 Penalty: 11656.721680
	Iteration 34Q: 3 clusters Score -2370166 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -2370288.750000 Penalty: 11656.721680
	Iteration 35Q: 3 clusters Score -2370289 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -2370398.750000 Penalty: 11656.721680
	Iteration 36Q: 3 clusters Score -2370399 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -2370511.250000 Penalty: 11656.721680
	Iteration 37Q: 3 clusters Score -2370511 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -2370599.750000 Penalty: 11656.721680
	Iteration 38Q: 3 clusters Score -2370600 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -2370699.250000 Penalty: 11656.721680
	Iteration 39Q: 3 clusters Score -2370699 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -2370789.750000 Penalty: 11656.721680
	Iteration 40F: 3 clusters Score -2370790 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -2370880.000000 Penalty: 11656.721680
	Iteration 41Q: 3 clusters Score -2370880 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -2370954.750000 Penalty: 11656.721680
	Iteration 42Q: 3 clusters Score -2370955 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -2371029.500000 Penalty: 11656.721680
	Iteration 43Q: 3 clusters Score -2371030 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -2371102.250000 Penalty: 11656.721680
	Iteration 44Q: 3 clusters Score -2371102 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -2371168.750000 Penalty: 11656.721680
	Iteration 45Q: 3 clusters Score -2371169 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -2371235.750000 Penalty: 11656.721680
	Iteration 46Q: 3 clusters Score -2371236 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -2371298.250000 Penalty: 11656.721680
	Iteration 47Q: 3 clusters Score -2371298 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -2371350.750000 Penalty: 11656.721680
	Iteration 48Q: 3 clusters Score -2371351 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -2371398.250000 Penalty: 11656.721680
	Iteration 49Q: 3 clusters Score -2371398 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -2371444.250000 Penalty: 11656.721680
	Iteration 50Q: 3 clusters Score -2371444 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -2371471.750000 Penalty: 11656.721680
	Iteration 51Q: 3 clusters Score -2371472 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -2371489.250000 Penalty: 11656.721680
	Iteration 52Q: 3 clusters Score -2371489 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -2371519.750000 Penalty: 11656.721680
	Iteration 53Q: 3 clusters Score -2371520 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -2371539.500000 Penalty: 11656.721680
	Iteration 54Q: 3 clusters Score -2371540 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -2371565.000000 Penalty: 11656.721680
	Iteration 55Q: 3 clusters Score -2371565 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -2371586.250000 Penalty: 11656.721680
	Iteration 56Q: 3 clusters Score -2371586 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -2371614.750000 Penalty: 11656.721680
	Iteration 57Q: 3 clusters Score -2371615 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -2371632.000000 Penalty: 11656.721680
	Iteration 58Q: 3 clusters Score -2371632 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -2371659.500000 Penalty: 11656.721680
	Iteration 59Q: 3 clusters Score -2371660 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -2371683.500000 Penalty: 11656.721680
	Iteration 60F: 3 clusters Score -2371684 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -2371703.500000 Penalty: 11656.721680
	Iteration 61Q: 3 clusters Score -2371704 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -2371724.500000 Penalty: 11656.721680
	Iteration 62Q: 3 clusters Score -2371724 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -2371743.000000 Penalty: 11656.721680
	Iteration 63Q: 3 clusters Score -2371743 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -2371754.500000 Penalty: 11656.721680
	Iteration 64Q: 3 clusters Score -2371754 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -2371767.500000 Penalty: 11656.721680
	Iteration 65Q: 3 clusters Score -2371768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -2371774.250000 Penalty: 11656.721680
	Iteration 66Q: 3 clusters Score -2371774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -2371782.500000 Penalty: 11656.721680
	Iteration 67Q: 3 clusters Score -2371782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -2371788.750000 Penalty: 11656.721680
	Iteration 68Q: 3 clusters Score -2371789 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -2371793.000000 Penalty: 11656.721680
	Iteration 69Q: 3 clusters Score -2371793 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -2371800.000000 Penalty: 11656.721680
	Iteration 70Q: 3 clusters Score -2371800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -2371803.000000 Penalty: 11656.721680
	Iteration 71Q: 3 clusters Score -2371803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -2371804.750000 Penalty: 11656.721680
	Iteration 72Q: 3 clusters Score -2371805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -2371804.750000 Penalty: 11656.721680
	Iteration 73Q: 3 clusters Score -2371805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -2371804.250000 Penalty: 11656.721680
	Iteration 74Q: 3 clusters Score -2371804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -2371807.000000 Penalty: 11656.721680
	Iteration 75Q: 3 clusters Score -2371807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -2371807.750000 Penalty: 11656.721680
	Iteration 76Q: 3 clusters Score -2371808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -2371816.000000 Penalty: 11656.721680
	Iteration 77Q: 3 clusters Score -2371816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -2371817.000000 Penalty: 11656.721680
	Iteration 78Q: 3 clusters Score -2371817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -2371820.750000 Penalty: 11656.721680
	Iteration 79Q: 3 clusters Score -2371821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -2371824.000000 Penalty: 11656.721680
	Iteration 80F: 3 clusters Score -2371824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -2371825.500000 Penalty: 11656.721680
	Iteration 81Q: 3 clusters Score -2371826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -2371828.500000 Penalty: 11656.721680
	Iteration 82Q: 3 clusters Score -2371828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -2371826.250000 Penalty: 11656.721680
	Iteration 83Q: 3 clusters Score -2371826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -2371830.250000 Penalty: 11656.721680
	Iteration 84Q: 3 clusters Score -2371830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -2371831.000000 Penalty: 11656.721680
	Iteration 85Q: 3 clusters Score -2371831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -2371832.750000 Penalty: 11656.721680
	Iteration 86Q: 3 clusters Score -2371833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -2371832.000000 Penalty: 11656.721680
	Iteration 87Q: 3 clusters Score -2371832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -2371830.500000 Penalty: 11656.721680
	Iteration 88Q: 3 clusters Score -2371830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -2371829.750000 Penalty: 11656.721680
	Iteration 89Q: 3 clusters Score -2371830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -2371831.000000 Penalty: 11656.721680
	Iteration 90Q: 3 clusters Score -2371831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -2371831.000000 Penalty: 11656.721680
	Iteration 91F: 3 clusters Score -2371831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (23057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Entering Unmasked Estep 
Score: -3936277.250000 Penalty: 6153.006348
	Iteration 0F: 2 clusters Score -3936277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -3917829.000000 Penalty: 12306.012695
	Iteration 0F: 3 clusters Score -3917829 nChanged 9486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -3922767.000000 Penalty: 12306.012695
	Iteration 1F: 3 clusters Score -3922767 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -3923394.750000 Penalty: 12306.012695
	Iteration 2F: 3 clusters Score -3923395 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -3923809.250000 Penalty: 12306.012695
	Iteration 3Q: 3 clusters Score -3923809 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -3924092.000000 Penalty: 12306.012695
	Iteration 4Q: 3 clusters Score -3924092 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -3924308.500000 Penalty: 12306.012695
	Iteration 5Q: 3 clusters Score -3924308 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -3924511.000000 Penalty: 12306.012695
	Iteration 6Q: 3 clusters Score -3924511 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -3924683.000000 Penalty: 12306.012695
	Iteration 7Q: 3 clusters Score -3924683 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -3924837.000000 Penalty: 12306.012695
	Iteration 8Q: 3 clusters Score -3924837 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -3924996.750000 Penalty: 12306.012695
	Iteration 9Q: 3 clusters Score -3924997 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -3925139.750000 Penalty: 12306.012695
	Iteration 10Q: 3 clusters Score -3925140 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -3925310.250000 Penalty: 12306.012695
	Iteration 11Q: 3 clusters Score -3925310 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -3925510.750000 Penalty: 12306.012695
	Iteration 12Q: 3 clusters Score -3925511 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -3925804.500000 Penalty: 12306.012695
	Iteration 13Q: 3 clusters Score -3925804 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -3926127.500000 Penalty: 12306.012695
	Iteration 14Q: 3 clusters Score -3926128 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -3926520.250000 Penalty: 12306.012695
	Iteration 15Q: 3 clusters Score -3926520 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -3927002.250000 Penalty: 12306.012695
	Iteration 16Q: 3 clusters Score -3927002 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -3927605.000000 Penalty: 12306.012695
	Iteration 17Q: 3 clusters Score -3927605 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -3928191.000000 Penalty: 12306.012695
	Iteration 18Q: 3 clusters Score -3928191 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -3928752.750000 Penalty: 12306.012695
	Iteration 19Q: 3 clusters Score -3928753 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -3929213.000000 Penalty: 12306.012695
	Iteration 20F: 3 clusters Score -3929213 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -3929583.500000 Penalty: 12306.012695
	Iteration 21Q: 3 clusters Score -3929584 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -3929895.250000 Penalty: 12306.012695
	Iteration 22Q: 3 clusters Score -3929895 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -3930137.500000 Penalty: 12306.012695
	Iteration 23Q: 3 clusters Score -3930138 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -3930315.500000 Penalty: 12306.012695
	Iteration 24Q: 3 clusters Score -3930316 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -3930457.250000 Penalty: 12306.012695
	Iteration 25Q: 3 clusters Score -3930457 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -3930569.500000 Penalty: 12306.012695
	Iteration 26Q: 3 clusters Score -3930570 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -3930651.000000 Penalty: 12306.012695
	Iteration 27Q: 3 clusters Score -3930651 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3930729.000000 Penalty: 12306.012695
	Iteration 28Q: 3 clusters Score -3930729 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -3930793.500000 Penalty: 12306.012695
	Iteration 29Q: 3 clusters Score -3930794 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -3930835.000000 Penalty: 12306.012695
	Iteration 30Q: 3 clusters Score -3930835 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -3930872.000000 Penalty: 12306.012695
	Iteration 31Q: 3 clusters Score -3930872 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -3930898.250000 Penalty: 12306.012695
	Iteration 32Q: 3 clusters Score -3930898 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -3930919.750000 Penalty: 12306.012695
	Iteration 33Q: 3 clusters Score -3930920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -3930931.500000 Penalty: 12306.012695
	Iteration 34Q: 3 clusters Score -3930932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -3930940.000000 Penalty: 12306.012695
	Iteration 35Q: 3 clusters Score -3930940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3930948.250000 Penalty: 12306.012695
	Iteration 36Q: 3 clusters Score -3930948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -3930944.750000 Penalty: 12306.012695
	Iteration 37Q: 3 clusters Score -3930945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -3930953.250000 Penalty: 12306.012695
	Iteration 38Q: 3 clusters Score -3930953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3930952.250000 Penalty: 12306.012695
	Iteration 39Q: 3 clusters Score -3930952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -3930960.500000 Penalty: 12306.012695
	Iteration 40F: 3 clusters Score -3930960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -3930964.000000 Penalty: 12306.012695
	Iteration 41Q: 3 clusters Score -3930964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -3930971.750000 Penalty: 12306.012695
	Iteration 42Q: 3 clusters Score -3930972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3930974.250000 Penalty: 12306.012695
	Iteration 43Q: 3 clusters Score -3930974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -3930983.250000 Penalty: 12306.012695
	Iteration 44Q: 3 clusters Score -3930983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -3930986.750000 Penalty: 12306.012695
	Iteration 45Q: 3 clusters Score -3930987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -3930986.750000 Penalty: 12306.012695
	Iteration 46F: 3 clusters Score -3930987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (288592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288592 members 
Entering Unmasked Estep 
Score: -49714836.000000 Penalty: 7700.821289
	Iteration 0F: 2 clusters Score -4.971484e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143607 members 
Mstep: Class 2 contains 144985 members 
Entering Unmasked Estep 
Score: -49524984.000000 Penalty: 15401.642578
	Iteration 0F: 3 clusters Score -4.952498e+07 nChanged 137277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135880 members 
Mstep: Class 2 contains 152712 members 
Entering Unmasked Estep 
Score: -49604604.000000 Penalty: 15401.642578
	Iteration 1F: 3 clusters Score -4.96046e+07 nChanged 9904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130490 members 
Mstep: Class 2 contains 158102 members 
Entering Unmasked Estep 
Score: -49607340.000000 Penalty: 15401.642578
	Iteration 2Q: 3 clusters Score -4.960734e+07 nChanged 11585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122423 members 
Mstep: Class 2 contains 166169 members 
Entering Unmasked Estep 
Score: -49611600.000000 Penalty: 15401.642578
	Iteration 3Q: 3 clusters Score -4.96116e+07 nChanged 14514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110631 members 
Mstep: Class 2 contains 177961 members 
Entering Unmasked Estep 
Score: -49618584.000000 Penalty: 15401.642578
	Iteration 4F: 3 clusters Score -4.961858e+07 nChanged 18506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94103 members 
Mstep: Class 2 contains 194489 members 
Entering Unmasked Estep 
Score: -49630252.000000 Penalty: 15401.642578
	Iteration 5F: 3 clusters Score -4.963025e+07 nChanged 22250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73027 members 
Mstep: Class 2 contains 215565 members 
Entering Unmasked Estep 
Score: -49647844.000000 Penalty: 15401.642578
	Iteration 6F: 3 clusters Score -4.964784e+07 nChanged 23736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49855 members 
Mstep: Class 2 contains 238737 members 
Entering Unmasked Estep 
Score: -49668084.000000 Penalty: 15401.642578
	Iteration 7F: 3 clusters Score -4.966808e+07 nChanged 20332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29755 members 
Mstep: Class 2 contains 258837 members 
Entering Unmasked Estep 
Score: -49685316.000000 Penalty: 15401.642578
	Iteration 8F: 3 clusters Score -4.968532e+07 nChanged 13770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 272507 members 
Entering Unmasked Estep 
Score: -49696276.000000 Penalty: 15401.642578
	Iteration 9Q: 3 clusters Score -4.969628e+07 nChanged 7683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 280144 members 
Entering Unmasked Estep 
Score: -49702332.000000 Penalty: 15401.642578
	Iteration 10Q: 3 clusters Score -4.970233e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 283931 members 
Entering Unmasked Estep 
Score: -49705272.000000 Penalty: 15401.642578
	Iteration 11Q: 3 clusters Score -4.970527e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 285604 members 
Entering Unmasked Estep 
Score: -49706564.000000 Penalty: 15401.642578
	Iteration 12Q: 3 clusters Score -4.970656e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 286360 members 
Entering Unmasked Estep 
Score: -49707408.000000 Penalty: 15401.642578
	Iteration 13Q: 3 clusters Score -4.970741e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 286710 members 
Entering Unmasked Estep 
Score: -49707780.000000 Penalty: 15401.642578
	Iteration 14Q: 3 clusters Score -4.970778e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 286895 members 
Entering Unmasked Estep 
Score: -49707976.000000 Penalty: 15401.642578
	Iteration 15Q: 3 clusters Score -4.970798e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 287038 members 
Entering Unmasked Estep 
Score: -49708072.000000 Penalty: 15401.642578
	Iteration 16Q: 3 clusters Score -4.970807e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 287132 members 
Entering Unmasked Estep 
Score: -49708132.000000 Penalty: 15401.642578
	Iteration 17Q: 3 clusters Score -4.970813e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 287183 members 
Entering Unmasked Estep 
Score: -49708212.000000 Penalty: 15401.642578
	Iteration 18Q: 3 clusters Score -4.970821e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 287204 members 
Entering Unmasked Estep 
Score: -49708252.000000 Penalty: 15401.642578
	Iteration 19Q: 3 clusters Score -4.970825e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 287225 members 
Entering Unmasked Estep 
Score: -49708252.000000 Penalty: 15401.642578
	Iteration 20F: 3 clusters Score -4.970825e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 287244 members 
Entering Unmasked Estep 
Score: -49708248.000000 Penalty: 15401.642578
	Iteration 21Q: 3 clusters Score -4.970825e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 287246 members 
Entering Unmasked Estep 
Score: -49708284.000000 Penalty: 15401.642578
	Iteration 22Q: 3 clusters Score -4.970828e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 287257 members 
Entering Unmasked Estep 
Score: -49708276.000000 Penalty: 15401.642578
	Iteration 23Q: 3 clusters Score -4.970828e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 287273 members 
Entering Unmasked Estep 
Score: -49708296.000000 Penalty: 15401.642578
	Iteration 24Q: 3 clusters Score -4.97083e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 287280 members 
Entering Unmasked Estep 
Score: -49708308.000000 Penalty: 15401.642578
	Iteration 25Q: 3 clusters Score -4.970831e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 287287 members 
Entering Unmasked Estep 
Score: -49708316.000000 Penalty: 15401.642578
	Iteration 26Q: 3 clusters Score -4.970832e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 287292 members 
Entering Unmasked Estep 
Score: -49708356.000000 Penalty: 15401.642578
	Iteration 27Q: 3 clusters Score -4.970836e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 287307 members 
Entering Unmasked Estep 
Score: -49708376.000000 Penalty: 15401.642578
	Iteration 28Q: 3 clusters Score -4.970838e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 287311 members 
Entering Unmasked Estep 
Score: -49708364.000000 Penalty: 15401.642578
	Iteration 29Q: 3 clusters Score -4.970836e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 287314 members 
Entering Unmasked Estep 
Score: -49708380.000000 Penalty: 15401.642578
	Iteration 30Q: 3 clusters Score -4.970838e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 287322 members 
Entering Unmasked Estep 
Score: -49708396.000000 Penalty: 15401.642578
	Iteration 31Q: 3 clusters Score -4.97084e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 287326 members 
Entering Unmasked Estep 
Score: -49708376.000000 Penalty: 15401.642578
	Iteration 32Q: 3 clusters Score -4.970838e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 287333 members 
Entering Unmasked Estep 
Score: -49708396.000000 Penalty: 15401.642578
	Iteration 33Q: 3 clusters Score -4.97084e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 287341 members 
Entering Unmasked Estep 
Score: -49708440.000000 Penalty: 15401.642578
	Iteration 34Q: 3 clusters Score -4.970844e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 287344 members 
Entering Unmasked Estep 
Score: -49708452.000000 Penalty: 15401.642578
	Iteration 35Q: 3 clusters Score -4.970845e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 287349 members 
Entering Unmasked Estep 
Score: -49708432.000000 Penalty: 15401.642578
	Iteration 36Q: 3 clusters Score -4.970843e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 287355 members 
Entering Unmasked Estep 
Score: -49708432.000000 Penalty: 15401.642578
	Iteration 37Q: 3 clusters Score -4.970843e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 287361 members 
Entering Unmasked Estep 
Score: -49708420.000000 Penalty: 15401.642578
	Iteration 38Q: 3 clusters Score -4.970842e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 287364 members 
Entering Unmasked Estep 
Score: -49708416.000000 Penalty: 15401.642578
	Iteration 39Q: 3 clusters Score -4.970842e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 287368 members 
Entering Unmasked Estep 
Score: -49708444.000000 Penalty: 15401.642578
	Iteration 40F: 3 clusters Score -4.970844e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 287371 members 
Entering Unmasked Estep 
Score: -49708428.000000 Penalty: 15401.642578
	Iteration 41Q: 3 clusters Score -4.970843e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 287374 members 
Entering Unmasked Estep 
Score: -49708424.000000 Penalty: 15401.642578
	Iteration 42Q: 3 clusters Score -4.970842e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 287377 members 
Entering Unmasked Estep 
Score: -49708428.000000 Penalty: 15401.642578
	Iteration 43Q: 3 clusters Score -4.970843e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 287381 members 
Entering Unmasked Estep 
Score: -49708460.000000 Penalty: 15401.642578
	Iteration 44Q: 3 clusters Score -4.970846e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 287382 members 
Entering Unmasked Estep 
Score: -49708436.000000 Penalty: 15401.642578
	Iteration 45Q: 3 clusters Score -4.970844e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 287383 members 
Entering Unmasked Estep 
Score: -49708416.000000 Penalty: 15401.642578
	Iteration 46Q: 3 clusters Score -4.970842e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 287383 members 
Entering Unmasked Estep 
Score: -49708436.000000 Penalty: 15401.642578
	Iteration 47Q: 3 clusters Score -4.970844e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 287388 members 
Entering Unmasked Estep 
Score: -49708420.000000 Penalty: 15401.642578
	Iteration 48Q: 3 clusters Score -4.970842e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 287391 members 
Entering Unmasked Estep 
Score: -49708428.000000 Penalty: 15401.642578
	Iteration 49Q: 3 clusters Score -4.970843e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 287396 members 
Entering Unmasked Estep 
Score: -49708424.000000 Penalty: 15401.642578
	Iteration 50Q: 3 clusters Score -4.970842e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 287398 members 
Entering Unmasked Estep 
Score: -49708416.000000 Penalty: 15401.642578
	Iteration 51Q: 3 clusters Score -4.970842e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 287400 members 
Entering Unmasked Estep 
Score: -49708436.000000 Penalty: 15401.642578
	Iteration 52Q: 3 clusters Score -4.970844e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 287400 members 
Entering Unmasked Estep 
Score: -49708436.000000 Penalty: 15401.642578
	Iteration 53F: 3 clusters Score -4.970844e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Entering Unmasked Estep 
Score: -258627.265625 Penalty: 4526.107910
	Iteration 0F: 2 clusters Score -258627.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -254028.062500 Penalty: 9052.215820
	Iteration 0F: 3 clusters Score -254028.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -254712.343750 Penalty: 9052.215820
	Iteration 1F: 3 clusters Score -254712.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -254923.781250 Penalty: 9052.215820
	Iteration 2F: 3 clusters Score -254923.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -255014.812500 Penalty: 9052.215820
	Iteration 3Q: 3 clusters Score -255014.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -255049.812500 Penalty: 9052.215820
	Iteration 4Q: 3 clusters Score -255049.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -255076.078125 Penalty: 9052.215820
	Iteration 5Q: 3 clusters Score -255076.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -255110.312500 Penalty: 9052.215820
	Iteration 6Q: 3 clusters Score -255110.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -255146.781250 Penalty: 9052.215820
	Iteration 7Q: 3 clusters Score -255146.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -255176.328125 Penalty: 9052.215820
	Iteration 8Q: 3 clusters Score -255176.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -255204.312500 Penalty: 9052.215820
	Iteration 9Q: 3 clusters Score -255204.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -255221.437500 Penalty: 9052.215820
	Iteration 10Q: 3 clusters Score -255221.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -255231.078125 Penalty: 9052.215820
	Iteration 11Q: 3 clusters Score -255231.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -255246.171875 Penalty: 9052.215820
	Iteration 12Q: 3 clusters Score -255246.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -255252.640625 Penalty: 9052.215820
	Iteration 13Q: 3 clusters Score -255252.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -255260.468750 Penalty: 9052.215820
	Iteration 14Q: 3 clusters Score -255260.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -255268.828125 Penalty: 9052.215820
	Iteration 15Q: 3 clusters Score -255268.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -255271.937500 Penalty: 9052.215820
	Iteration 16Q: 3 clusters Score -255271.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -255274.906250 Penalty: 9052.215820
	Iteration 17Q: 3 clusters Score -255274.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -255276.140625 Penalty: 9052.215820
	Iteration 18Q: 3 clusters Score -255276.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -255276.140625 Penalty: 9052.215820
	Iteration 19F: 3 clusters Score -255276.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (20848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Entering Unmasked Estep 
Score: -3617417.500000 Penalty: 6091.320312
	Iteration 0F: 2 clusters Score -3617418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -3600401.750000 Penalty: 12182.640625
	Iteration 0F: 3 clusters Score -3600402 nChanged 8502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -3605086.750000 Penalty: 12182.640625
	Iteration 1F: 3 clusters Score -3605087 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -3605991.750000 Penalty: 12182.640625
	Iteration 2F: 3 clusters Score -3605992 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -3606698.500000 Penalty: 12182.640625
	Iteration 3F: 3 clusters Score -3606698 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -3607323.250000 Penalty: 12182.640625
	Iteration 4F: 3 clusters Score -3607323 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -3607958.750000 Penalty: 12182.640625
	Iteration 5F: 3 clusters Score -3607959 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -3608584.500000 Penalty: 12182.640625
	Iteration 6Q: 3 clusters Score -3608584 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -3609213.500000 Penalty: 12182.640625
	Iteration 7Q: 3 clusters Score -3609214 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -3609850.750000 Penalty: 12182.640625
	Iteration 8Q: 3 clusters Score -3609851 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -3610474.250000 Penalty: 12182.640625
	Iteration 9Q: 3 clusters Score -3610474 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -3611062.500000 Penalty: 12182.640625
	Iteration 10Q: 3 clusters Score -3611062 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -3611625.000000 Penalty: 12182.640625
	Iteration 11Q: 3 clusters Score -3611625 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -3612156.500000 Penalty: 12182.640625
	Iteration 12Q: 3 clusters Score -3612156 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -3612568.750000 Penalty: 12182.640625
	Iteration 13Q: 3 clusters Score -3612569 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -3612890.750000 Penalty: 12182.640625
	Iteration 14Q: 3 clusters Score -3612891 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -3613137.750000 Penalty: 12182.640625
	Iteration 15Q: 3 clusters Score -3613138 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -3613349.000000 Penalty: 12182.640625
	Iteration 16Q: 3 clusters Score -3613349 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -3613524.750000 Penalty: 12182.640625
	Iteration 17Q: 3 clusters Score -3613525 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -3613671.000000 Penalty: 12182.640625
	Iteration 18Q: 3 clusters Score -3613671 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -3613765.500000 Penalty: 12182.640625
	Iteration 19Q: 3 clusters Score -3613766 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -3613809.250000 Penalty: 12182.640625
	Iteration 20F: 3 clusters Score -3613809 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -3613862.500000 Penalty: 12182.640625
	Iteration 21Q: 3 clusters Score -3613862 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -3613918.500000 Penalty: 12182.640625
	Iteration 22Q: 3 clusters Score -3613918 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -3613948.000000 Penalty: 12182.640625
	Iteration 23Q: 3 clusters Score -3613948 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -3613975.000000 Penalty: 12182.640625
	Iteration 24Q: 3 clusters Score -3613975 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -3614005.500000 Penalty: 12182.640625
	Iteration 25Q: 3 clusters Score -3614006 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -3614028.250000 Penalty: 12182.640625
	Iteration 26Q: 3 clusters Score -3614028 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -3614050.250000 Penalty: 12182.640625
	Iteration 27Q: 3 clusters Score -3614050 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -3614065.750000 Penalty: 12182.640625
	Iteration 28Q: 3 clusters Score -3614066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -3614073.750000 Penalty: 12182.640625
	Iteration 29Q: 3 clusters Score -3614074 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -3614091.000000 Penalty: 12182.640625
	Iteration 30Q: 3 clusters Score -3614091 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -3614098.000000 Penalty: 12182.640625
	Iteration 31Q: 3 clusters Score -3614098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -3614111.250000 Penalty: 12182.640625
	Iteration 32Q: 3 clusters Score -3614111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -3614110.500000 Penalty: 12182.640625
	Iteration 33Q: 3 clusters Score -3614110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -3614114.000000 Penalty: 12182.640625
	Iteration 34Q: 3 clusters Score -3614114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -3614115.750000 Penalty: 12182.640625
	Iteration 35Q: 3 clusters Score -3614116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -3614113.000000 Penalty: 12182.640625
	Iteration 36Q: 3 clusters Score -3614113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -3614119.000000 Penalty: 12182.640625
	Iteration 37Q: 3 clusters Score -3614119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -3614119.000000 Penalty: 12182.640625
	Iteration 38F: 3 clusters Score -3614119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (24218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Entering Unmasked Estep 
Score: -4224286.000000 Penalty: 6183.096680
	Iteration 0F: 2 clusters Score -4224286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -4205111.500000 Penalty: 12366.193359
	Iteration 0F: 3 clusters Score -4205112 nChanged 9953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -4210328.000000 Penalty: 12366.193359
	Iteration 1F: 3 clusters Score -4210328 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -4211042.500000 Penalty: 12366.193359
	Iteration 2F: 3 clusters Score -4211042 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -4211526.000000 Penalty: 12366.193359
	Iteration 3Q: 3 clusters Score -4211526 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -4211889.000000 Penalty: 12366.193359
	Iteration 4Q: 3 clusters Score -4211889 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -4212171.500000 Penalty: 12366.193359
	Iteration 5Q: 3 clusters Score -4212172 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -4212372.000000 Penalty: 12366.193359
	Iteration 6Q: 3 clusters Score -4212372 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -4212555.000000 Penalty: 12366.193359
	Iteration 7Q: 3 clusters Score -4212555 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -4212713.000000 Penalty: 12366.193359
	Iteration 8Q: 3 clusters Score -4212713 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -4212877.500000 Penalty: 12366.193359
	Iteration 9Q: 3 clusters Score -4212878 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -4213058.500000 Penalty: 12366.193359
	Iteration 10Q: 3 clusters Score -4213058 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -4213246.500000 Penalty: 12366.193359
	Iteration 11Q: 3 clusters Score -4213246 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -4213464.000000 Penalty: 12366.193359
	Iteration 12Q: 3 clusters Score -4213464 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -4213706.000000 Penalty: 12366.193359
	Iteration 13Q: 3 clusters Score -4213706 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -4213965.000000 Penalty: 12366.193359
	Iteration 14Q: 3 clusters Score -4213965 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -4214269.500000 Penalty: 12366.193359
	Iteration 15Q: 3 clusters Score -4214270 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -4214586.500000 Penalty: 12366.193359
	Iteration 16Q: 3 clusters Score -4214586 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -4214977.000000 Penalty: 12366.193359
	Iteration 17Q: 3 clusters Score -4214977 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -4215422.500000 Penalty: 12366.193359
	Iteration 18Q: 3 clusters Score -4215422 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -4215911.500000 Penalty: 12366.193359
	Iteration 19Q: 3 clusters Score -4215912 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -4216332.500000 Penalty: 12366.193359
	Iteration 20F: 3 clusters Score -4216332 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -4216673.000000 Penalty: 12366.193359
	Iteration 21Q: 3 clusters Score -4216673 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -4216992.500000 Penalty: 12366.193359
	Iteration 22Q: 3 clusters Score -4216992 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -4217267.500000 Penalty: 12366.193359
	Iteration 23Q: 3 clusters Score -4217268 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -4217517.000000 Penalty: 12366.193359
	Iteration 24Q: 3 clusters Score -4217517 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -4217748.000000 Penalty: 12366.193359
	Iteration 25Q: 3 clusters Score -4217748 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -4217948.500000 Penalty: 12366.193359
	Iteration 26Q: 3 clusters Score -4217948 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -4218136.000000 Penalty: 12366.193359
	Iteration 27Q: 3 clusters Score -4218136 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -4218267.500000 Penalty: 12366.193359
	Iteration 28Q: 3 clusters Score -4218268 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -4218376.500000 Penalty: 12366.193359
	Iteration 29Q: 3 clusters Score -4218376 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -4218460.000000 Penalty: 12366.193359
	Iteration 30Q: 3 clusters Score -4218460 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -4218522.500000 Penalty: 12366.193359
	Iteration 31Q: 3 clusters Score -4218522 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22732 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -4218566.500000 Penalty: 12366.193359
	Iteration 32Q: 3 clusters Score -4218566 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -4218613.500000 Penalty: 12366.193359
	Iteration 33Q: 3 clusters Score -4218614 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -4218643.000000 Penalty: 12366.193359
	Iteration 34Q: 3 clusters Score -4218643 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -4218659.000000 Penalty: 12366.193359
	Iteration 35Q: 3 clusters Score -4218659 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -4218689.000000 Penalty: 12366.193359
	Iteration 36Q: 3 clusters Score -4218689 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -4218703.000000 Penalty: 12366.193359
	Iteration 37Q: 3 clusters Score -4218703 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -4218711.500000 Penalty: 12366.193359
	Iteration 38Q: 3 clusters Score -4218712 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -4218730.500000 Penalty: 12366.193359
	Iteration 39Q: 3 clusters Score -4218730 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -4218736.500000 Penalty: 12366.193359
	Iteration 40F: 3 clusters Score -4218736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -4218746.500000 Penalty: 12366.193359
	Iteration 41Q: 3 clusters Score -4218746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -4218753.500000 Penalty: 12366.193359
	Iteration 42Q: 3 clusters Score -4218754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -4218759.500000 Penalty: 12366.193359
	Iteration 43Q: 3 clusters Score -4218760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -4218768.500000 Penalty: 12366.193359
	Iteration 44Q: 3 clusters Score -4218768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -4218773.000000 Penalty: 12366.193359
	Iteration 45Q: 3 clusters Score -4218773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -4218779.500000 Penalty: 12366.193359
	Iteration 46Q: 3 clusters Score -4218780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -4218785.000000 Penalty: 12366.193359
	Iteration 47Q: 3 clusters Score -4218785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -4218789.500000 Penalty: 12366.193359
	Iteration 48Q: 3 clusters Score -4218790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -4218801.000000 Penalty: 12366.193359
	Iteration 49Q: 3 clusters Score -4218801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23020 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -4218800.500000 Penalty: 12366.193359
	Iteration 50Q: 3 clusters Score -4218800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -4218806.500000 Penalty: 12366.193359
	Iteration 51Q: 3 clusters Score -4218806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -4218815.000000 Penalty: 12366.193359
	Iteration 52Q: 3 clusters Score -4218815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -4218809.500000 Penalty: 12366.193359
	Iteration 53Q: 3 clusters Score -4218810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -4218812.500000 Penalty: 12366.193359
	Iteration 54Q: 3 clusters Score -4218812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -4218819.000000 Penalty: 12366.193359
	Iteration 55Q: 3 clusters Score -4218819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23054 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -4218830.000000 Penalty: 12366.193359
	Iteration 56Q: 3 clusters Score -4218830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -4218837.500000 Penalty: 12366.193359
	Iteration 57Q: 3 clusters Score -4218838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -4218841.000000 Penalty: 12366.193359
	Iteration 58Q: 3 clusters Score -4218841 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -4218847.500000 Penalty: 12366.193359
	Iteration 59Q: 3 clusters Score -4218848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -4218861.500000 Penalty: 12366.193359
	Iteration 60F: 3 clusters Score -4218862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -4218866.500000 Penalty: 12366.193359
	Iteration 61Q: 3 clusters Score -4218866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -4218866.000000 Penalty: 12366.193359
	Iteration 62Q: 3 clusters Score -4218866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -4218868.500000 Penalty: 12366.193359
	Iteration 63Q: 3 clusters Score -4218868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -4218870.500000 Penalty: 12366.193359
	Iteration 64Q: 3 clusters Score -4218870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -4218871.000000 Penalty: 12366.193359
	Iteration 65Q: 3 clusters Score -4218871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -4218873.500000 Penalty: 12366.193359
	Iteration 66Q: 3 clusters Score -4218874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -4218876.500000 Penalty: 12366.193359
	Iteration 67Q: 3 clusters Score -4218876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -4218886.500000 Penalty: 12366.193359
	Iteration 68Q: 3 clusters Score -4218886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -4218887.500000 Penalty: 12366.193359
	Iteration 69Q: 3 clusters Score -4218888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -4218886.000000 Penalty: 12366.193359
	Iteration 70Q: 3 clusters Score -4218886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -4218890.000000 Penalty: 12366.193359
	Iteration 71Q: 3 clusters Score -4218890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -4218893.500000 Penalty: 12366.193359
	Iteration 72Q: 3 clusters Score -4218894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -4218894.000000 Penalty: 12366.193359
	Iteration 73Q: 3 clusters Score -4218894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -4218894.000000 Penalty: 12366.193359
	Iteration 74Q: 3 clusters Score -4218894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -4218896.000000 Penalty: 12366.193359
	Iteration 75Q: 3 clusters Score -4218896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -4218899.000000 Penalty: 12366.193359
	Iteration 76Q: 3 clusters Score -4218899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -4218901.500000 Penalty: 12366.193359
	Iteration 77Q: 3 clusters Score -4218902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -4218903.000000 Penalty: 12366.193359
	Iteration 78Q: 3 clusters Score -4218903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -4218908.000000 Penalty: 12366.193359
	Iteration 79Q: 3 clusters Score -4218908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -4218904.500000 Penalty: 12366.193359
	Iteration 80F: 3 clusters Score -4218904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -4218915.000000 Penalty: 12366.193359
	Iteration 81Q: 3 clusters Score -4218915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -4218912.500000 Penalty: 12366.193359
	Iteration 82Q: 3 clusters Score -4218912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -4218916.000000 Penalty: 12366.193359
	Iteration 83Q: 3 clusters Score -4218916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -4218917.000000 Penalty: 12366.193359
	Iteration 84Q: 3 clusters Score -4218917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -4218917.000000 Penalty: 12366.193359
	Iteration 85F: 3 clusters Score -4218917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Entering Unmasked Estep 
Score: -266833.687500 Penalty: 4544.370605
	Iteration 0F: 2 clusters Score -266833.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -262131.359375 Penalty: 9088.741211
	Iteration 0F: 3 clusters Score -262131.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -262771.093750 Penalty: 9088.741211
	Iteration 1F: 3 clusters Score -262771.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -262929.062500 Penalty: 9088.741211
	Iteration 2Q: 3 clusters Score -262929.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -263018.781250 Penalty: 9088.741211
	Iteration 3Q: 3 clusters Score -263018.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -263079.156250 Penalty: 9088.741211
	Iteration 4Q: 3 clusters Score -263079.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -263118.375000 Penalty: 9088.741211
	Iteration 5Q: 3 clusters Score -263118.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -263150.125000 Penalty: 9088.741211
	Iteration 6Q: 3 clusters Score -263150.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -263178.156250 Penalty: 9088.741211
	Iteration 7Q: 3 clusters Score -263178.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -263202.343750 Penalty: 9088.741211
	Iteration 8Q: 3 clusters Score -263202.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -263221.375000 Penalty: 9088.741211
	Iteration 9Q: 3 clusters Score -263221.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -263244.906250 Penalty: 9088.741211
	Iteration 10Q: 3 clusters Score -263244.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -263279.593750 Penalty: 9088.741211
	Iteration 11Q: 3 clusters Score -263279.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -263304.125000 Penalty: 9088.741211
	Iteration 12Q: 3 clusters Score -263304.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -263340.531250 Penalty: 9088.741211
	Iteration 13Q: 3 clusters Score -263340.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -263371.625000 Penalty: 9088.741211
	Iteration 14Q: 3 clusters Score -263371.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -263413.375000 Penalty: 9088.741211
	Iteration 15Q: 3 clusters Score -263413.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -263478.593750 Penalty: 9088.741211
	Iteration 16Q: 3 clusters Score -263478.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -263564.343750 Penalty: 9088.741211
	Iteration 17Q: 3 clusters Score -263564.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -263696.812500 Penalty: 9088.741211
	Iteration 18Q: 3 clusters Score -263696.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -263937.593750 Penalty: 9088.741211
	Iteration 19Q: 3 clusters Score -263937.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -264136.562500 Penalty: 9088.741211
	Iteration 20F: 3 clusters Score -264136.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -264277.937500 Penalty: 9088.741211
	Iteration 21Q: 3 clusters Score -264277.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -264385.218750 Penalty: 9088.741211
	Iteration 22Q: 3 clusters Score -264385.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -264462.250000 Penalty: 9088.741211
	Iteration 23Q: 3 clusters Score -264462.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -264530.625000 Penalty: 9088.741211
	Iteration 24Q: 3 clusters Score -264530.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -264609.937500 Penalty: 9088.741211
	Iteration 25Q: 3 clusters Score -264609.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -264668.281250 Penalty: 9088.741211
	Iteration 26Q: 3 clusters Score -264668.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -264689.968750 Penalty: 9088.741211
	Iteration 27Q: 3 clusters Score -264690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -264728.125000 Penalty: 9088.741211
	Iteration 28Q: 3 clusters Score -264728.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -264756.281250 Penalty: 9088.741211
	Iteration 29Q: 3 clusters Score -264756.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -264771.531250 Penalty: 9088.741211
	Iteration 30Q: 3 clusters Score -264771.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -264777.531250 Penalty: 9088.741211
	Iteration 31Q: 3 clusters Score -264777.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -264783.937500 Penalty: 9088.741211
	Iteration 32Q: 3 clusters Score -264783.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -264793.968750 Penalty: 9088.741211
	Iteration 33Q: 3 clusters Score -264794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -264803.718750 Penalty: 9088.741211
	Iteration 34Q: 3 clusters Score -264803.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -264818.875000 Penalty: 9088.741211
	Iteration 35Q: 3 clusters Score -264818.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -264836.937500 Penalty: 9088.741211
	Iteration 36Q: 3 clusters Score -264836.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -264846.343750 Penalty: 9088.741211
	Iteration 37Q: 3 clusters Score -264846.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -264846.343750 Penalty: 9088.741211
	Iteration 38F: 3 clusters Score -264846.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Entering Unmasked Estep 
Score: -208970.843750 Penalty: 4423.374512
	Iteration 0F: 2 clusters Score -208970.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -204592.687500 Penalty: 8846.749023
	Iteration 0F: 3 clusters Score -204592.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -205154.765625 Penalty: 8846.749023
	Iteration 1F: 3 clusters Score -205154.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -205370.078125 Penalty: 8846.749023
	Iteration 2F: 3 clusters Score -205370.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -205521.343750 Penalty: 8846.749023
	Iteration 3Q: 3 clusters Score -205521.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -205610.203125 Penalty: 8846.749023
	Iteration 4Q: 3 clusters Score -205610.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -205696.140625 Penalty: 8846.749023
	Iteration 5Q: 3 clusters Score -205696.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -205768.625000 Penalty: 8846.749023
	Iteration 6Q: 3 clusters Score -205768.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -205825.546875 Penalty: 8846.749023
	Iteration 7Q: 3 clusters Score -205825.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -205863.828125 Penalty: 8846.749023
	Iteration 8Q: 3 clusters Score -205863.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -205907.031250 Penalty: 8846.749023
	Iteration 9Q: 3 clusters Score -205907 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -205974.937500 Penalty: 8846.749023
	Iteration 10Q: 3 clusters Score -205974.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -206032.187500 Penalty: 8846.749023
	Iteration 11Q: 3 clusters Score -206032.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -206070.781250 Penalty: 8846.749023
	Iteration 12Q: 3 clusters Score -206070.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -206105.390625 Penalty: 8846.749023
	Iteration 13Q: 3 clusters Score -206105.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -206160.578125 Penalty: 8846.749023
	Iteration 14Q: 3 clusters Score -206160.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -206220.593750 Penalty: 8846.749023
	Iteration 15Q: 3 clusters Score -206220.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -206261.546875 Penalty: 8846.749023
	Iteration 16Q: 3 clusters Score -206261.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -206295.828125 Penalty: 8846.749023
	Iteration 17Q: 3 clusters Score -206295.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -206335.375000 Penalty: 8846.749023
	Iteration 18Q: 3 clusters Score -206335.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -206367.406250 Penalty: 8846.749023
	Iteration 19Q: 3 clusters Score -206367.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -206394.750000 Penalty: 8846.749023
	Iteration 20F: 3 clusters Score -206394.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -206418.218750 Penalty: 8846.749023
	Iteration 21Q: 3 clusters Score -206418.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -206445.000000 Penalty: 8846.749023
	Iteration 22Q: 3 clusters Score -206445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -206458.843750 Penalty: 8846.749023
	Iteration 23Q: 3 clusters Score -206458.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -206476.171875 Penalty: 8846.749023
	Iteration 24Q: 3 clusters Score -206476.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -206501.937500 Penalty: 8846.749023
	Iteration 25Q: 3 clusters Score -206501.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -206515.265625 Penalty: 8846.749023
	Iteration 26Q: 3 clusters Score -206515.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -206529.281250 Penalty: 8846.749023
	Iteration 27Q: 3 clusters Score -206529.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -206538.062500 Penalty: 8846.749023
	Iteration 28Q: 3 clusters Score -206538.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -206546.578125 Penalty: 8846.749023
	Iteration 29Q: 3 clusters Score -206546.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -206549.062500 Penalty: 8846.749023
	Iteration 30Q: 3 clusters Score -206549.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -206557.328125 Penalty: 8846.749023
	Iteration 31Q: 3 clusters Score -206557.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -206571.843750 Penalty: 8846.749023
	Iteration 32Q: 3 clusters Score -206571.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -206580.968750 Penalty: 8846.749023
	Iteration 33Q: 3 clusters Score -206581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -206596.000000 Penalty: 8846.749023
	Iteration 34Q: 3 clusters Score -206596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -206607.796875 Penalty: 8846.749023
	Iteration 35Q: 3 clusters Score -206607.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -206620.343750 Penalty: 8846.749023
	Iteration 36Q: 3 clusters Score -206620.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -206627.562500 Penalty: 8846.749023
	Iteration 37Q: 3 clusters Score -206627.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -206629.421875 Penalty: 8846.749023
	Iteration 38Q: 3 clusters Score -206629.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -206631.171875 Penalty: 8846.749023
	Iteration 39Q: 3 clusters Score -206631.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -206631.171875 Penalty: 8846.749023
	Iteration 40F: 3 clusters Score -206631.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Entering Unmasked Estep 
Score: -171374.812500 Penalty: 4311.254883
	Iteration 0F: 2 clusters Score -171374.8 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 575 members 
Entering Unmasked Estep 
Score: -167250.906250 Penalty: 8622.509766
	Iteration 0F: 3 clusters Score -167250.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -167832.765625 Penalty: 8622.509766
	Iteration 1F: 3 clusters Score -167832.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -168190.453125 Penalty: 8622.509766
	Iteration 2F: 3 clusters Score -168190.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -168602.359375 Penalty: 8622.509766
	Iteration 3Q: 3 clusters Score -168602.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -168739.781250 Penalty: 8622.509766
	Iteration 4Q: 3 clusters Score -168739.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -168820.593750 Penalty: 8622.509766
	Iteration 5Q: 3 clusters Score -168820.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -168880.390625 Penalty: 8622.509766
	Iteration 6Q: 3 clusters Score -168880.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -168932.171875 Penalty: 8622.509766
	Iteration 7Q: 3 clusters Score -168932.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -168959.546875 Penalty: 8622.509766
	Iteration 8Q: 3 clusters Score -168959.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -168992.125000 Penalty: 8622.509766
	Iteration 9Q: 3 clusters Score -168992.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -169034.640625 Penalty: 8622.509766
	Iteration 10Q: 3 clusters Score -169034.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -169055.937500 Penalty: 8622.509766
	Iteration 11Q: 3 clusters Score -169055.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -169062.468750 Penalty: 8622.509766
	Iteration 12Q: 3 clusters Score -169062.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -169070.046875 Penalty: 8622.509766
	Iteration 13Q: 3 clusters Score -169070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -169078.265625 Penalty: 8622.509766
	Iteration 14Q: 3 clusters Score -169078.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -169078.265625 Penalty: 8622.509766
	Iteration 15F: 3 clusters Score -169078.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (87851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87851 members 
Entering Unmasked Estep 
Score: -14836735.000000 Penalty: 6972.330566
	Iteration 0F: 2 clusters Score -1.483674e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43550 members 
Mstep: Class 2 contains 44301 members 
Entering Unmasked Estep 
Score: -14776250.000000 Penalty: 13944.661133
	Iteration 0F: 3 clusters Score -1.477625e+07 nChanged 40119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41503 members 
Mstep: Class 2 contains 46348 members 
Entering Unmasked Estep 
Score: -14798057.000000 Penalty: 13944.661133
	Iteration 1F: 3 clusters Score -1.479806e+07 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40181 members 
Mstep: Class 2 contains 47670 members 
Entering Unmasked Estep 
Score: -14799144.000000 Penalty: 13944.661133
	Iteration 2Q: 3 clusters Score -1.479914e+07 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38339 members 
Mstep: Class 2 contains 49512 members 
Entering Unmasked Estep 
Score: -14800331.000000 Penalty: 13944.661133
	Iteration 3Q: 3 clusters Score -1.480033e+07 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35817 members 
Mstep: Class 2 contains 52034 members 
Entering Unmasked Estep 
Score: -14801681.000000 Penalty: 13944.661133
	Iteration 4Q: 3 clusters Score -1.480168e+07 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32290 members 
Mstep: Class 2 contains 55561 members 
Entering Unmasked Estep 
Score: -14803649.000000 Penalty: 13944.661133
	Iteration 5Q: 3 clusters Score -1.480365e+07 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27553 members 
Mstep: Class 2 contains 60298 members 
Entering Unmasked Estep 
Score: -14806489.000000 Penalty: 13944.661133
	Iteration 6F: 3 clusters Score -1.480649e+07 nChanged 6097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 66325 members 
Entering Unmasked Estep 
Score: -14810783.000000 Penalty: 13944.661133
	Iteration 7F: 3 clusters Score -1.481078e+07 nChanged 6873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 73180 members 
Entering Unmasked Estep 
Score: -14816684.000000 Penalty: 13944.661133
	Iteration 8F: 3 clusters Score -1.481668e+07 nChanged 6365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 79539 members 
Entering Unmasked Estep 
Score: -14822736.000000 Penalty: 13944.661133
	Iteration 9F: 3 clusters Score -1.482274e+07 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 83899 members 
Entering Unmasked Estep 
Score: -14827105.000000 Penalty: 13944.661133
	Iteration 10Q: 3 clusters Score -1.48271e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 86027 members 
Entering Unmasked Estep 
Score: -14829274.000000 Penalty: 13944.661133
	Iteration 11Q: 3 clusters Score -1.482927e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 86794 members 
Entering Unmasked Estep 
Score: -14830086.000000 Penalty: 13944.661133
	Iteration 12Q: 3 clusters Score -1.483009e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 87043 members 
Entering Unmasked Estep 
Score: -14830402.000000 Penalty: 13944.661133
	Iteration 13Q: 3 clusters Score -1.48304e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 87141 members 
Entering Unmasked Estep 
Score: -14830554.000000 Penalty: 13944.661133
	Iteration 14Q: 3 clusters Score -1.483055e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 87185 members 
Entering Unmasked Estep 
Score: -14830667.000000 Penalty: 13944.661133
	Iteration 15Q: 3 clusters Score -1.483067e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 87211 members 
Entering Unmasked Estep 
Score: -14830727.000000 Penalty: 13944.661133
	Iteration 16Q: 3 clusters Score -1.483073e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 87235 members 
Entering Unmasked Estep 
Score: -14830782.000000 Penalty: 13944.661133
	Iteration 17Q: 3 clusters Score -1.483078e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 87250 members 
Entering Unmasked Estep 
Score: -14830786.000000 Penalty: 13944.661133
	Iteration 18Q: 3 clusters Score -1.483079e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 87259 members 
Entering Unmasked Estep 
Score: -14830807.000000 Penalty: 13944.661133
	Iteration 19Q: 3 clusters Score -1.483081e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 87259 members 
Entering Unmasked Estep 
Score: -14830822.000000 Penalty: 13944.661133
	Iteration 20F: 3 clusters Score -1.483082e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 87264 members 
Entering Unmasked Estep 
Score: -14830831.000000 Penalty: 13944.661133
	Iteration 21Q: 3 clusters Score -1.483083e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 87272 members 
Entering Unmasked Estep 
Score: -14830849.000000 Penalty: 13944.661133
	Iteration 22Q: 3 clusters Score -1.483085e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 87272 members 
Entering Unmasked Estep 
Score: -14830858.000000 Penalty: 13944.661133
	Iteration 23Q: 3 clusters Score -1.483086e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 87272 members 
Entering Unmasked Estep 
Score: -14830877.000000 Penalty: 13944.661133
	Iteration 24Q: 3 clusters Score -1.483088e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 87273 members 
Entering Unmasked Estep 
Score: -14830897.000000 Penalty: 13944.661133
	Iteration 25Q: 3 clusters Score -1.48309e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 87273 members 
Entering Unmasked Estep 
Score: -14830930.000000 Penalty: 13944.661133
	Iteration 26Q: 3 clusters Score -1.483093e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 87278 members 
Entering Unmasked Estep 
Score: -14830948.000000 Penalty: 13944.661133
	Iteration 27Q: 3 clusters Score -1.483095e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 87281 members 
Entering Unmasked Estep 
Score: -14830956.000000 Penalty: 13944.661133
	Iteration 28Q: 3 clusters Score -1.483096e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 87285 members 
Entering Unmasked Estep 
Score: -14830959.000000 Penalty: 13944.661133
	Iteration 29Q: 3 clusters Score -1.483096e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 87288 members 
Entering Unmasked Estep 
Score: -14830964.000000 Penalty: 13944.661133
	Iteration 30Q: 3 clusters Score -1.483096e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 87287 members 
Entering Unmasked Estep 
Score: -14830974.000000 Penalty: 13944.661133
	Iteration 31Q: 3 clusters Score -1.483097e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 87287 members 
Entering Unmasked Estep 
Score: -14830972.000000 Penalty: 13944.661133
	Iteration 32Q: 3 clusters Score -1.483097e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 87286 members 
Entering Unmasked Estep 
Score: -14830969.000000 Penalty: 13944.661133
	Iteration 33Q: 3 clusters Score -1.483097e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 87287 members 
Entering Unmasked Estep 
Score: -14830982.000000 Penalty: 13944.661133
	Iteration 34Q: 3 clusters Score -1.483098e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 87287 members 
Entering Unmasked Estep 
Score: -14830985.000000 Penalty: 13944.661133
	Iteration 35Q: 3 clusters Score -1.483098e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 87291 members 
Entering Unmasked Estep 
Score: -14830997.000000 Penalty: 13944.661133
	Iteration 36Q: 3 clusters Score -1.4831e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 87290 members 
Entering Unmasked Estep 
Score: -14831004.000000 Penalty: 13944.661133
	Iteration 37Q: 3 clusters Score -1.4831e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 87292 members 
Entering Unmasked Estep 
Score: -14831009.000000 Penalty: 13944.661133
	Iteration 38Q: 3 clusters Score -1.483101e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 87295 members 
Entering Unmasked Estep 
Score: -14830997.000000 Penalty: 13944.661133
	Iteration 39Q: 3 clusters Score -1.4831e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 87296 members 
Entering Unmasked Estep 
Score: -14831011.000000 Penalty: 13944.661133
	Iteration 40F: 3 clusters Score -1.483101e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 87290 members 
Entering Unmasked Estep 
Score: -14831056.000000 Penalty: 13944.661133
	Iteration 41Q: 3 clusters Score -1.483106e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 87289 members 
Entering Unmasked Estep 
Score: -14831053.000000 Penalty: 13944.661133
	Iteration 42Q: 3 clusters Score -1.483105e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 87289 members 
Entering Unmasked Estep 
Score: -14831062.000000 Penalty: 13944.661133
	Iteration 43Q: 3 clusters Score -1.483106e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 87288 members 
Entering Unmasked Estep 
Score: -14831065.000000 Penalty: 13944.661133
	Iteration 44Q: 3 clusters Score -1.483106e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 87287 members 
Entering Unmasked Estep 
Score: -14831069.000000 Penalty: 13944.661133
	Iteration 45Q: 3 clusters Score -1.483107e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 87288 members 
Entering Unmasked Estep 
Score: -14831067.000000 Penalty: 13944.661133
	Iteration 46Q: 3 clusters Score -1.483107e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 87288 members 
Entering Unmasked Estep 
Score: -14831088.000000 Penalty: 13944.661133
	Iteration 47Q: 3 clusters Score -1.483109e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 87291 members 
Entering Unmasked Estep 
Score: -14831086.000000 Penalty: 13944.661133
	Iteration 48Q: 3 clusters Score -1.483109e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 87293 members 
Entering Unmasked Estep 
Score: -14831098.000000 Penalty: 13944.661133
	Iteration 49Q: 3 clusters Score -1.48311e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 87294 members 
Entering Unmasked Estep 
Score: -14831101.000000 Penalty: 13944.661133
	Iteration 50Q: 3 clusters Score -1.48311e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 87294 members 
Entering Unmasked Estep 
Score: -14831101.000000 Penalty: 13944.661133
	Iteration 51F: 3 clusters Score -1.48311e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (513024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513024 members 
Entering Unmasked Estep 
Score: -88098256.000000 Penalty: 8053.197754
	Iteration 0F: 2 clusters Score -8.809826e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256442 members 
Mstep: Class 2 contains 256582 members 
Entering Unmasked Estep 
Score: -87779064.000000 Penalty: 16106.395508
	Iteration 0F: 3 clusters Score -8.777906e+07 nChanged 246804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258030 members 
Mstep: Class 2 contains 254994 members 
Entering Unmasked Estep 
Score: -87924376.000000 Penalty: 16106.395508
	Iteration 1F: 3 clusters Score -8.792438e+07 nChanged 11528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258976 members 
Mstep: Class 2 contains 254048 members 
Entering Unmasked Estep 
Score: -87926448.000000 Penalty: 16106.395508
	Iteration 2Q: 3 clusters Score -8.792645e+07 nChanged 11311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260201 members 
Mstep: Class 2 contains 252823 members 
Entering Unmasked Estep 
Score: -87928744.000000 Penalty: 16106.395508
	Iteration 3Q: 3 clusters Score -8.792874e+07 nChanged 11361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262034 members 
Mstep: Class 2 contains 250990 members 
Entering Unmasked Estep 
Score: -87930848.000000 Penalty: 16106.395508
	Iteration 4Q: 3 clusters Score -8.793085e+07 nChanged 11669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264975 members 
Mstep: Class 2 contains 248049 members 
Entering Unmasked Estep 
Score: -87933272.000000 Penalty: 16106.395508
	Iteration 5Q: 3 clusters Score -8.793327e+07 nChanged 12652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269489 members 
Mstep: Class 2 contains 243535 members 
Entering Unmasked Estep 
Score: -87936336.000000 Penalty: 16106.395508
	Iteration 6Q: 3 clusters Score -8.793634e+07 nChanged 14125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276146 members 
Mstep: Class 2 contains 236878 members 
Entering Unmasked Estep 
Score: -87940224.000000 Penalty: 16106.395508
	Iteration 7Q: 3 clusters Score -8.794022e+07 nChanged 16445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285925 members 
Mstep: Class 2 contains 227099 members 
Entering Unmasked Estep 
Score: -87945504.000000 Penalty: 16106.395508
	Iteration 8Q: 3 clusters Score -8.79455e+07 nChanged 19473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299608 members 
Mstep: Class 2 contains 213416 members 
Entering Unmasked Estep 
Score: -87952856.000000 Penalty: 16106.395508
	Iteration 9Q: 3 clusters Score -8.795286e+07 nChanged 23714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318192 members 
Mstep: Class 2 contains 194832 members 
Entering Unmasked Estep 
Score: -87966024.000000 Penalty: 16106.395508
	Iteration 10Q: 3 clusters Score -8.796602e+07 nChanged 27913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341817 members 
Mstep: Class 2 contains 171207 members 
Entering Unmasked Estep 
Score: -87984912.000000 Penalty: 16106.395508
	Iteration 11F: 3 clusters Score -8.798491e+07 nChanged 30901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368646 members 
Mstep: Class 2 contains 144378 members 
Entering Unmasked Estep 
Score: -88007832.000000 Penalty: 16106.395508
	Iteration 12F: 3 clusters Score -8.800783e+07 nChanged 30533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395053 members 
Mstep: Class 2 contains 117971 members 
Entering Unmasked Estep 
Score: -88032504.000000 Penalty: 16106.395508
	Iteration 13F: 3 clusters Score -8.80325e+07 nChanged 26189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417082 members 
Mstep: Class 2 contains 95942 members 
Entering Unmasked Estep 
Score: -88052320.000000 Penalty: 16106.395508
	Iteration 14F: 3 clusters Score -8.805232e+07 nChanged 20109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433811 members 
Mstep: Class 2 contains 79213 members 
Entering Unmasked Estep 
Score: -88064560.000000 Penalty: 16106.395508
	Iteration 15Q: 3 clusters Score -8.806456e+07 nChanged 14796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446583 members 
Mstep: Class 2 contains 66441 members 
Entering Unmasked Estep 
Score: -88070912.000000 Penalty: 16106.395508
	Iteration 16Q: 3 clusters Score -8.807091e+07 nChanged 11173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457074 members 
Mstep: Class 2 contains 55950 members 
Entering Unmasked Estep 
Score: -88074936.000000 Penalty: 16106.395508
	Iteration 17Q: 3 clusters Score -8.807494e+07 nChanged 9031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465973 members 
Mstep: Class 2 contains 47051 members 
Entering Unmasked Estep 
Score: -88078328.000000 Penalty: 16106.395508
	Iteration 18Q: 3 clusters Score -8.807833e+07 nChanged 7860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473767 members 
Mstep: Class 2 contains 39257 members 
Entering Unmasked Estep 
Score: -88080312.000000 Penalty: 16106.395508
	Iteration 19Q: 3 clusters Score -8.808031e+07 nChanged 6688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480439 members 
Mstep: Class 2 contains 32585 members 
Entering Unmasked Estep 
Score: -88082096.000000 Penalty: 16106.395508
	Iteration 20F: 3 clusters Score -8.80821e+07 nChanged 5727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486140 members 
Mstep: Class 2 contains 26884 members 
Entering Unmasked Estep 
Score: -88083832.000000 Penalty: 16106.395508
	Iteration 21Q: 3 clusters Score -8.808383e+07 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490869 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -88084464.000000 Penalty: 16106.395508
	Iteration 22Q: 3 clusters Score -8.808446e+07 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494810 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -88085800.000000 Penalty: 16106.395508
	Iteration 23Q: 3 clusters Score -8.80858e+07 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498026 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -88087264.000000 Penalty: 16106.395508
	Iteration 24Q: 3 clusters Score -8.808726e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500646 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -88088208.000000 Penalty: 16106.395508
	Iteration 25Q: 3 clusters Score -8.808821e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502801 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -88088952.000000 Penalty: 16106.395508
	Iteration 26Q: 3 clusters Score -8.808895e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504507 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -88089424.000000 Penalty: 16106.395508
	Iteration 27Q: 3 clusters Score -8.808942e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505814 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -88090264.000000 Penalty: 16106.395508
	Iteration 28Q: 3 clusters Score -8.809026e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506859 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -88090696.000000 Penalty: 16106.395508
	Iteration 29Q: 3 clusters Score -8.80907e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507661 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -88091080.000000 Penalty: 16106.395508
	Iteration 30Q: 3 clusters Score -8.809108e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508265 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -88091224.000000 Penalty: 16106.395508
	Iteration 31Q: 3 clusters Score -8.809122e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508707 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -88091344.000000 Penalty: 16106.395508
	Iteration 32Q: 3 clusters Score -8.809134e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509039 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -88091320.000000 Penalty: 16106.395508
	Iteration 33Q: 3 clusters Score -8.809132e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509291 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -88091440.000000 Penalty: 16106.395508
	Iteration 34Q: 3 clusters Score -8.809144e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509512 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -88091544.000000 Penalty: 16106.395508
	Iteration 35Q: 3 clusters Score -8.809154e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509669 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -88091536.000000 Penalty: 16106.395508
	Iteration 36Q: 3 clusters Score -8.809154e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509798 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -88091536.000000 Penalty: 16106.395508
	Iteration 37Q: 3 clusters Score -8.809154e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509889 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -88091544.000000 Penalty: 16106.395508
	Iteration 38Q: 3 clusters Score -8.809154e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509961 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -88091608.000000 Penalty: 16106.395508
	Iteration 39Q: 3 clusters Score -8.809161e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510024 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -88091672.000000 Penalty: 16106.395508
	Iteration 40F: 3 clusters Score -8.809167e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510092 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -88091832.000000 Penalty: 16106.395508
	Iteration 41Q: 3 clusters Score -8.809183e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510154 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -88091768.000000 Penalty: 16106.395508
	Iteration 42Q: 3 clusters Score -8.809177e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510197 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -88091792.000000 Penalty: 16106.395508
	Iteration 43Q: 3 clusters Score -8.809179e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510242 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -88091728.000000 Penalty: 16106.395508
	Iteration 44Q: 3 clusters Score -8.809173e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510276 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -88091760.000000 Penalty: 16106.395508
	Iteration 45Q: 3 clusters Score -8.809176e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510305 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -88091848.000000 Penalty: 16106.395508
	Iteration 46Q: 3 clusters Score -8.809185e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510332 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -88091904.000000 Penalty: 16106.395508
	Iteration 47Q: 3 clusters Score -8.80919e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510354 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -88091872.000000 Penalty: 16106.395508
	Iteration 48Q: 3 clusters Score -8.809187e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510376 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -88091848.000000 Penalty: 16106.395508
	Iteration 49Q: 3 clusters Score -8.809185e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510396 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -88091856.000000 Penalty: 16106.395508
	Iteration 50Q: 3 clusters Score -8.809186e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510423 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -88091856.000000 Penalty: 16106.395508
	Iteration 51Q: 3 clusters Score -8.809186e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510447 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -88091864.000000 Penalty: 16106.395508
	Iteration 52Q: 3 clusters Score -8.809186e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510461 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -88091856.000000 Penalty: 16106.395508
	Iteration 53Q: 3 clusters Score -8.809186e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510475 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -88091840.000000 Penalty: 16106.395508
	Iteration 54Q: 3 clusters Score -8.809184e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510484 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -88091864.000000 Penalty: 16106.395508
	Iteration 55Q: 3 clusters Score -8.809186e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510489 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -88091912.000000 Penalty: 16106.395508
	Iteration 56Q: 3 clusters Score -8.809191e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510496 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -88091904.000000 Penalty: 16106.395508
	Iteration 57Q: 3 clusters Score -8.80919e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510503 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -88091896.000000 Penalty: 16106.395508
	Iteration 58Q: 3 clusters Score -8.80919e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510503 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -88091896.000000 Penalty: 16106.395508
	Iteration 59Q: 3 clusters Score -8.80919e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510506 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -88091920.000000 Penalty: 16106.395508
	Iteration 60F: 3 clusters Score -8.809192e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510509 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -88091880.000000 Penalty: 16106.395508
	Iteration 61Q: 3 clusters Score -8.809188e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510513 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -88091920.000000 Penalty: 16106.395508
	Iteration 62Q: 3 clusters Score -8.809192e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510513 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -88091896.000000 Penalty: 16106.395508
	Iteration 63Q: 3 clusters Score -8.80919e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510513 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -88091872.000000 Penalty: 16106.395508
	Iteration 64Q: 3 clusters Score -8.809187e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510518 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -88091856.000000 Penalty: 16106.395508
	Iteration 65Q: 3 clusters Score -8.809186e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510526 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -88091856.000000 Penalty: 16106.395508
	Iteration 66Q: 3 clusters Score -8.809186e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510533 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -88091928.000000 Penalty: 16106.395508
	Iteration 67Q: 3 clusters Score -8.809193e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510537 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -88091904.000000 Penalty: 16106.395508
	Iteration 68Q: 3 clusters Score -8.80919e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510546 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -88091880.000000 Penalty: 16106.395508
	Iteration 69Q: 3 clusters Score -8.809188e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510558 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -88091864.000000 Penalty: 16106.395508
	Iteration 70Q: 3 clusters Score -8.809186e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510564 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -88091864.000000 Penalty: 16106.395508
	Iteration 71Q: 3 clusters Score -8.809186e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510571 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -88091832.000000 Penalty: 16106.395508
	Iteration 72Q: 3 clusters Score -8.809183e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510579 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -88091832.000000 Penalty: 16106.395508
	Iteration 73Q: 3 clusters Score -8.809183e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510585 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -88091888.000000 Penalty: 16106.395508
	Iteration 74Q: 3 clusters Score -8.809189e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510595 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -88091936.000000 Penalty: 16106.395508
	Iteration 75Q: 3 clusters Score -8.809194e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510603 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -88091944.000000 Penalty: 16106.395508
	Iteration 76Q: 3 clusters Score -8.809194e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510613 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -88091944.000000 Penalty: 16106.395508
	Iteration 77Q: 3 clusters Score -8.809194e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510622 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -88091936.000000 Penalty: 16106.395508
	Iteration 78Q: 3 clusters Score -8.809194e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510627 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -88091984.000000 Penalty: 16106.395508
	Iteration 79Q: 3 clusters Score -8.809198e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510634 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -88091984.000000 Penalty: 16106.395508
	Iteration 80F: 3 clusters Score -8.809198e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510641 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -88092016.000000 Penalty: 16106.395508
	Iteration 81Q: 3 clusters Score -8.809202e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510650 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -88092008.000000 Penalty: 16106.395508
	Iteration 82Q: 3 clusters Score -8.809201e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510660 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -88091952.000000 Penalty: 16106.395508
	Iteration 83Q: 3 clusters Score -8.809195e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510669 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -88092016.000000 Penalty: 16106.395508
	Iteration 84Q: 3 clusters Score -8.809202e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510677 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -88092040.000000 Penalty: 16106.395508
	Iteration 85Q: 3 clusters Score -8.809204e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510681 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -88092096.000000 Penalty: 16106.395508
	Iteration 86Q: 3 clusters Score -8.80921e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510683 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -88092088.000000 Penalty: 16106.395508
	Iteration 87Q: 3 clusters Score -8.809209e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510690 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -88092080.000000 Penalty: 16106.395508
	Iteration 88Q: 3 clusters Score -8.809208e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510702 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -88092024.000000 Penalty: 16106.395508
	Iteration 89Q: 3 clusters Score -8.809202e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510714 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -88092016.000000 Penalty: 16106.395508
	Iteration 90Q: 3 clusters Score -8.809202e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510720 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -88092040.000000 Penalty: 16106.395508
	Iteration 91Q: 3 clusters Score -8.809204e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510728 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -88092096.000000 Penalty: 16106.395508
	Iteration 92Q: 3 clusters Score -8.80921e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510737 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -88092080.000000 Penalty: 16106.395508
	Iteration 93Q: 3 clusters Score -8.809208e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510737 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -88092088.000000 Penalty: 16106.395508
	Iteration 94Q: 3 clusters Score -8.809209e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510744 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -88092096.000000 Penalty: 16106.395508
	Iteration 95Q: 3 clusters Score -8.80921e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510744 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -88092144.000000 Penalty: 16106.395508
	Iteration 96Q: 3 clusters Score -8.809214e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510744 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -88092096.000000 Penalty: 16106.395508
	Iteration 97Q: 3 clusters Score -8.80921e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510745 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -88092136.000000 Penalty: 16106.395508
	Iteration 98Q: 3 clusters Score -8.809214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510745 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -88092152.000000 Penalty: 16106.395508
	Iteration 99Q: 3 clusters Score -8.809215e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510748 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -88092128.000000 Penalty: 16106.395508
	Iteration 100F: 3 clusters Score -8.809213e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510750 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -88092144.000000 Penalty: 16106.395508
	Iteration 101Q: 3 clusters Score -8.809214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510752 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -88092160.000000 Penalty: 16106.395508
	Iteration 102Q: 3 clusters Score -8.809216e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510755 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -88092144.000000 Penalty: 16106.395508
	Iteration 103Q: 3 clusters Score -8.809214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510757 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -88092120.000000 Penalty: 16106.395508
	Iteration 104Q: 3 clusters Score -8.809212e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510760 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -88092120.000000 Penalty: 16106.395508
	Iteration 105Q: 3 clusters Score -8.809212e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510760 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -88092088.000000 Penalty: 16106.395508
	Iteration 106Q: 3 clusters Score -8.809209e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510757 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -88092064.000000 Penalty: 16106.395508
	Iteration 107Q: 3 clusters Score -8.809206e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510755 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -88092080.000000 Penalty: 16106.395508
	Iteration 108Q: 3 clusters Score -8.809208e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510756 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -88092096.000000 Penalty: 16106.395508
	Iteration 109Q: 3 clusters Score -8.80921e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510758 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -88092096.000000 Penalty: 16106.395508
	Iteration 110Q: 3 clusters Score -8.80921e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510759 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -88092104.000000 Penalty: 16106.395508
	Iteration 111Q: 3 clusters Score -8.80921e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510760 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -88092144.000000 Penalty: 16106.395508
	Iteration 112Q: 3 clusters Score -8.809214e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510760 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -88092144.000000 Penalty: 16106.395508
	Iteration 113F: 3 clusters Score -8.809214e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Entering Unmasked Estep 
Score: -88682.218750 Penalty: 3952.845459
	Iteration 0F: 2 clusters Score -88682.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -85267.171875 Penalty: 7905.690918
	Iteration 0F: 3 clusters Score -85267.17 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -85632.710938 Penalty: 7905.690918
	Iteration 1F: 3 clusters Score -85632.71 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -85879.992188 Penalty: 7905.690918
	Iteration 2F: 3 clusters Score -85879.99 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -86272.500000 Penalty: 7905.690918
	Iteration 3F: 3 clusters Score -86272.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -86772.242188 Penalty: 7905.690918
	Iteration 4F: 3 clusters Score -86772.24 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -87190.765625 Penalty: 7905.690918
	Iteration 5F: 3 clusters Score -87190.77 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -87603.914062 Penalty: 7905.690918
	Iteration 6F: 3 clusters Score -87603.91 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -87917.281250 Penalty: 7905.690918
	Iteration 7Q: 3 clusters Score -87917.28 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -88246.523438 Penalty: 7905.690918
	Iteration 8Q: 3 clusters Score -88246.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -88437.781250 Penalty: 7905.690918
	Iteration 9Q: 3 clusters Score -88437.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -88574.867188 Penalty: 7905.690918
	Iteration 10Q: 3 clusters Score -88574.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -88590.382812 Penalty: 7905.690918
	Iteration 11Q: 3 clusters Score -88590.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -88590.382812 Penalty: 7905.690918
	Iteration 12F: 3 clusters Score -88590.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Entering Unmasked Estep 
Score: -1889623.750000 Penalty: 5723.198242
	Iteration 0F: 2 clusters Score -1889624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1878532.375000 Penalty: 11446.396484
	Iteration 0F: 3 clusters Score -1878532 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1881017.500000 Penalty: 11446.396484
	Iteration 1F: 3 clusters Score -1881018 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1881598.875000 Penalty: 11446.396484
	Iteration 2F: 3 clusters Score -1881599 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1882108.000000 Penalty: 11446.396484
	Iteration 3F: 3 clusters Score -1882108 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1882560.250000 Penalty: 11446.396484
	Iteration 4Q: 3 clusters Score -1882560 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1882961.375000 Penalty: 11446.396484
	Iteration 5Q: 3 clusters Score -1882961 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1883343.125000 Penalty: 11446.396484
	Iteration 6Q: 3 clusters Score -1883343 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1883686.875000 Penalty: 11446.396484
	Iteration 7Q: 3 clusters Score -1883687 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1884040.625000 Penalty: 11446.396484
	Iteration 8Q: 3 clusters Score -1884041 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1884370.375000 Penalty: 11446.396484
	Iteration 9Q: 3 clusters Score -1884370 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1884641.750000 Penalty: 11446.396484
	Iteration 10Q: 3 clusters Score -1884642 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1884879.250000 Penalty: 11446.396484
	Iteration 11Q: 3 clusters Score -1884879 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1885077.125000 Penalty: 11446.396484
	Iteration 12Q: 3 clusters Score -1885077 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1885244.000000 Penalty: 11446.396484
	Iteration 13Q: 3 clusters Score -1885244 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1885347.125000 Penalty: 11446.396484
	Iteration 14Q: 3 clusters Score -1885347 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1885432.875000 Penalty: 11446.396484
	Iteration 15Q: 3 clusters Score -1885433 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1885480.750000 Penalty: 11446.396484
	Iteration 16Q: 3 clusters Score -1885481 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1885527.750000 Penalty: 11446.396484
	Iteration 17Q: 3 clusters Score -1885528 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1885563.625000 Penalty: 11446.396484
	Iteration 18Q: 3 clusters Score -1885564 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1885606.000000 Penalty: 11446.396484
	Iteration 19Q: 3 clusters Score -1885606 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1885641.375000 Penalty: 11446.396484
	Iteration 20F: 3 clusters Score -1885641 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1885673.250000 Penalty: 11446.396484
	Iteration 21Q: 3 clusters Score -1885673 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1885700.250000 Penalty: 11446.396484
	Iteration 22Q: 3 clusters Score -1885700 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1885718.250000 Penalty: 11446.396484
	Iteration 23Q: 3 clusters Score -1885718 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1885727.250000 Penalty: 11446.396484
	Iteration 24Q: 3 clusters Score -1885727 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1885745.125000 Penalty: 11446.396484
	Iteration 25Q: 3 clusters Score -1885745 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1885759.625000 Penalty: 11446.396484
	Iteration 26Q: 3 clusters Score -1885760 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1885771.000000 Penalty: 11446.396484
	Iteration 27Q: 3 clusters Score -1885771 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1885780.750000 Penalty: 11446.396484
	Iteration 28Q: 3 clusters Score -1885781 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1885784.625000 Penalty: 11446.396484
	Iteration 29Q: 3 clusters Score -1885785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1885781.125000 Penalty: 11446.396484
	Iteration 30Q: 3 clusters Score -1885781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1885782.875000 Penalty: 11446.396484
	Iteration 31Q: 3 clusters Score -1885783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1885788.125000 Penalty: 11446.396484
	Iteration 32Q: 3 clusters Score -1885788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1885787.875000 Penalty: 11446.396484
	Iteration 33Q: 3 clusters Score -1885788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1885789.375000 Penalty: 11446.396484
	Iteration 34Q: 3 clusters Score -1885789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1885791.250000 Penalty: 11446.396484
	Iteration 35Q: 3 clusters Score -1885791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1885794.875000 Penalty: 11446.396484
	Iteration 36Q: 3 clusters Score -1885795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1885797.125000 Penalty: 11446.396484
	Iteration 37Q: 3 clusters Score -1885797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1885798.750000 Penalty: 11446.396484
	Iteration 38Q: 3 clusters Score -1885799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1885795.375000 Penalty: 11446.396484
	Iteration 39Q: 3 clusters Score -1885795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1885798.250000 Penalty: 11446.396484
	Iteration 40F: 3 clusters Score -1885798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1885807.250000 Penalty: 11446.396484
	Iteration 41Q: 3 clusters Score -1885807 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1885810.750000 Penalty: 11446.396484
	Iteration 42Q: 3 clusters Score -1885811 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1885823.875000 Penalty: 11446.396484
	Iteration 43Q: 3 clusters Score -1885824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1885831.250000 Penalty: 11446.396484
	Iteration 44Q: 3 clusters Score -1885831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1885828.625000 Penalty: 11446.396484
	Iteration 45Q: 3 clusters Score -1885829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1885826.625000 Penalty: 11446.396484
	Iteration 46Q: 3 clusters Score -1885827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1885830.875000 Penalty: 11446.396484
	Iteration 47Q: 3 clusters Score -1885831 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1885840.250000 Penalty: 11446.396484
	Iteration 48Q: 3 clusters Score -1885840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1885843.250000 Penalty: 11446.396484
	Iteration 49Q: 3 clusters Score -1885843 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1885852.250000 Penalty: 11446.396484
	Iteration 50Q: 3 clusters Score -1885852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1885860.375000 Penalty: 11446.396484
	Iteration 51Q: 3 clusters Score -1885860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1885863.500000 Penalty: 11446.396484
	Iteration 52Q: 3 clusters Score -1885864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1885863.375000 Penalty: 11446.396484
	Iteration 53Q: 3 clusters Score -1885863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1885866.625000 Penalty: 11446.396484
	Iteration 54Q: 3 clusters Score -1885867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1885867.875000 Penalty: 11446.396484
	Iteration 55Q: 3 clusters Score -1885868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1885868.375000 Penalty: 11446.396484
	Iteration 56Q: 3 clusters Score -1885868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1885873.875000 Penalty: 11446.396484
	Iteration 57Q: 3 clusters Score -1885874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1885872.875000 Penalty: 11446.396484
	Iteration 58Q: 3 clusters Score -1885873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1885877.625000 Penalty: 11446.396484
	Iteration 59Q: 3 clusters Score -1885878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1885882.500000 Penalty: 11446.396484
	Iteration 60F: 3 clusters Score -1885882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1885885.125000 Penalty: 11446.396484
	Iteration 61Q: 3 clusters Score -1885885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1885885.375000 Penalty: 11446.396484
	Iteration 62Q: 3 clusters Score -1885885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1885888.125000 Penalty: 11446.396484
	Iteration 63Q: 3 clusters Score -1885888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1885888.125000 Penalty: 11446.396484
	Iteration 64F: 3 clusters Score -1885888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (46192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46192 members 
Entering Unmasked Estep 
Score: -8027274.500000 Penalty: 6578.593750
	Iteration 0F: 2 clusters Score -8027274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -7994096.500000 Penalty: 13157.187500
	Iteration 0F: 3 clusters Score -7994096 nChanged 20066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
Score: -8004733.500000 Penalty: 13157.187500
	Iteration 1F: 3 clusters Score -8004734 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
Score: -8005592.000000 Penalty: 13157.187500
	Iteration 2F: 3 clusters Score -8005592 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 25687 members 
Entering Unmasked Estep 
Score: -8006321.500000 Penalty: 13157.187500
	Iteration 3Q: 3 clusters Score -8006322 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 26787 members 
Entering Unmasked Estep 
Score: -8007126.500000 Penalty: 13157.187500
	Iteration 4Q: 3 clusters Score -8007126 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -8007978.500000 Penalty: 13157.187500
	Iteration 5Q: 3 clusters Score -8007978 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 29854 members 
Entering Unmasked Estep 
Score: -8009072.000000 Penalty: 13157.187500
	Iteration 6Q: 3 clusters Score -8009072 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 31882 members 
Entering Unmasked Estep 
Score: -8010504.500000 Penalty: 13157.187500
	Iteration 7Q: 3 clusters Score -8010504 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 34206 members 
Entering Unmasked Estep 
Score: -8012235.000000 Penalty: 13157.187500
	Iteration 8F: 3 clusters Score -8012235 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 36619 members 
Entering Unmasked Estep 
Score: -8014183.000000 Penalty: 13157.187500
	Iteration 9F: 3 clusters Score -8014183 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 38932 members 
Entering Unmasked Estep 
Score: -8015978.500000 Penalty: 13157.187500
	Iteration 10F: 3 clusters Score -8015978 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 40882 members 
Entering Unmasked Estep 
Score: -8017562.500000 Penalty: 13157.187500
	Iteration 11Q: 3 clusters Score -8017562 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 42385 members 
Entering Unmasked Estep 
Score: -8018760.000000 Penalty: 13157.187500
	Iteration 12Q: 3 clusters Score -8018760 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 43495 members 
Entering Unmasked Estep 
Score: -8019653.000000 Penalty: 13157.187500
	Iteration 13Q: 3 clusters Score -8019653 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 44268 members 
Entering Unmasked Estep 
Score: -8020298.500000 Penalty: 13157.187500
	Iteration 14Q: 3 clusters Score -8020298 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 44738 members 
Entering Unmasked Estep 
Score: -8020749.000000 Penalty: 13157.187500
	Iteration 15Q: 3 clusters Score -8020749 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 44982 members 
Entering Unmasked Estep 
Score: -8021015.000000 Penalty: 13157.187500
	Iteration 16Q: 3 clusters Score -8021015 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 45104 members 
Entering Unmasked Estep 
Score: -8021137.500000 Penalty: 13157.187500
	Iteration 17Q: 3 clusters Score -8021138 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 45188 members 
Entering Unmasked Estep 
Score: -8021240.000000 Penalty: 13157.187500
	Iteration 18Q: 3 clusters Score -8021240 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 45242 members 
Entering Unmasked Estep 
Score: -8021294.500000 Penalty: 13157.187500
	Iteration 19Q: 3 clusters Score -8021294 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 45277 members 
Entering Unmasked Estep 
Score: -8021348.000000 Penalty: 13157.187500
	Iteration 20F: 3 clusters Score -8021348 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 45302 members 
Entering Unmasked Estep 
Score: -8021364.500000 Penalty: 13157.187500
	Iteration 21Q: 3 clusters Score -8021364 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 45328 members 
Entering Unmasked Estep 
Score: -8021393.500000 Penalty: 13157.187500
	Iteration 22Q: 3 clusters Score -8021394 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 45343 members 
Entering Unmasked Estep 
Score: -8021424.500000 Penalty: 13157.187500
	Iteration 23Q: 3 clusters Score -8021424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 45352 members 
Entering Unmasked Estep 
Score: -8021430.500000 Penalty: 13157.187500
	Iteration 24Q: 3 clusters Score -8021430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 45363 members 
Entering Unmasked Estep 
Score: -8021445.000000 Penalty: 13157.187500
	Iteration 25Q: 3 clusters Score -8021445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 45370 members 
Entering Unmasked Estep 
Score: -8021449.000000 Penalty: 13157.187500
	Iteration 26Q: 3 clusters Score -8021449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 45372 members 
Entering Unmasked Estep 
Score: -8021445.500000 Penalty: 13157.187500
	Iteration 27Q: 3 clusters Score -8021446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 45375 members 
Entering Unmasked Estep 
Score: -8021450.500000 Penalty: 13157.187500
	Iteration 28Q: 3 clusters Score -8021450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 45378 members 
Entering Unmasked Estep 
Score: -8021462.500000 Penalty: 13157.187500
	Iteration 29Q: 3 clusters Score -8021462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 45383 members 
Entering Unmasked Estep 
Score: -8021459.000000 Penalty: 13157.187500
	Iteration 30Q: 3 clusters Score -8021459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 45384 members 
Entering Unmasked Estep 
Score: -8021460.000000 Penalty: 13157.187500
	Iteration 31Q: 3 clusters Score -8021460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 45385 members 
Entering Unmasked Estep 
Score: -8021464.000000 Penalty: 13157.187500
	Iteration 32Q: 3 clusters Score -8021464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 45385 members 
Entering Unmasked Estep 
Score: -8021464.000000 Penalty: 13157.187500
	Iteration 33F: 3 clusters Score -8021464 nChanged 0
--- Evaluating fit on full set of 4122835 points ---
Entering Unmasked Estep 
Score: -705573696.000000 Penalty: 195922.265625
23->22 Clusters: Score -705573696.000000, best is -706644608.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 1374278 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59419 members 
Mstep: Class 2 contains 59403 members 
Mstep: Class 3 contains 59598 members 
Mstep: Class 4 contains 60141 members 
Mstep: Class 5 contains 59304 members 
Mstep: Class 6 contains 60012 members 
Mstep: Class 7 contains 59548 members 
Mstep: Class 8 contains 59892 members 
Mstep: Class 9 contains 59694 members 
Mstep: Class 10 contains 59859 members 
Mstep: Class 11 contains 59900 members 
Mstep: Class 12 contains 59487 members 
Mstep: Class 13 contains 59408 members 
Mstep: Class 14 contains 59841 members 
Mstep: Class 15 contains 59818 members 
Mstep: Class 16 contains 59789 members 
Mstep: Class 17 contains 59872 members 
Mstep: Class 18 contains 59857 members 
Mstep: Class 19 contains 59840 members 
Mstep: Class 20 contains 59882 members 
Mstep: Class 21 contains 59797 members 
Mstep: Class 22 contains 60104 members 
Mstep: Class 23 contains 59813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 1103.652100 but Gain 8656.734375
Score: -223457312.000000 Penalty: 190448.093750
Iteration 0F: 23 clusters Score -2.234573e+08 nChanged 1303668
Entering Unmasked Mstep 
Mstep: Class 0 contains 3787 members 
Mstep: Class 1 contains 141027 members 
Mstep: Class 3 contains 45098 members 
Mstep: Class 4 contains 42823 members 
Mstep: Class 5 contains 18461 members 
Mstep: Class 6 contains 18682 members 
Mstep: Class 7 contains 21385 members 
Mstep: Class 8 contains 43234 members 
Mstep: Class 9 contains 38883 members 
Mstep: Class 10 contains 14009 members 
Mstep: Class 11 contains 76862 members 
Mstep: Class 12 contains 39460 members 
Mstep: Class 13 contains 7284 members 
Mstep: Class 14 contains 138915 members 
Mstep: Class 15 contains 26529 members 
Mstep: Class 16 contains 42971 members 
Mstep: Class 17 contains 341444 members 
Mstep: Class 18 contains 62444 members 
Mstep: Class 19 contains 6797 members 
Mstep: Class 20 contains 44299 members 
Mstep: Class 21 contains 122516 members 
Mstep: Class 22 contains 29386 members 
Mstep: Class 23 contains 47982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -230848768.000000 Penalty: 190448.093750
Iteration 1F: 23 clusters Score -2.308488e+08 nChanged 501345
Entering Unmasked Mstep 
Mstep: Class 0 contains 2134 members 
Mstep: Class 1 contains 151019 members 
Mstep: Class 3 contains 32171 members 
Mstep: Class 4 contains 28968 members 
Mstep: Class 5 contains 13157 members 
Mstep: Class 6 contains 15280 members 
Mstep: Class 7 contains 13573 members 
Mstep: Class 8 contains 35423 members 
Mstep: Class 9 contains 27429 members 
Mstep: Class 10 contains 2846 members 
Mstep: Class 11 contains 52462 members 
Mstep: Class 12 contains 10120 members 
Mstep: Class 13 contains 15967 members 
Mstep: Class 14 contains 167139 members 
Mstep: Class 15 contains 16632 members 
Mstep: Class 16 contains 38295 members 
Mstep: Class 17 contains 530936 members 
Mstep: Class 18 contains 45047 members 
Mstep: Class 19 contains 3374 members 
Mstep: Class 20 contains 18941 members 
Mstep: Class 21 contains 102215 members 
Mstep: Class 22 contains 16173 members 
Mstep: Class 23 contains 34977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -231906208.000000 Penalty: 190448.093750
Iteration 2F: 23 clusters Score -2.319062e+08 nChanged 344864
Entering Unmasked Mstep 
Mstep: Class 0 contains 400 members 
Mstep: Class 1 contains 130248 members 
Mstep: Class 3 contains 20281 members 
Mstep: Class 4 contains 17112 members 
Mstep: Class 5 contains 12639 members 
Mstep: Class 6 contains 13661 members 
Mstep: Class 7 contains 15187 members 
Mstep: Class 8 contains 27937 members 
Mstep: Class 9 contains 16526 members 
Mstep: Class 10 contains 3013 members 
Mstep: Class 11 contains 37894 members 
Mstep: Class 12 contains 2472 members 
Mstep: Class 13 contains 12744 members 
Mstep: Class 14 contains 166106 members 
Mstep: Class 15 contains 11594 members 
Mstep: Class 16 contains 33254 members 
Mstep: Class 17 contains 658508 members 
Mstep: Class 18 contains 27065 members 
Mstep: Class 19 contains 2261 members 
Mstep: Class 20 contains 13993 members 
Mstep: Class 21 contains 118968 members 
Mstep: Class 22 contains 10304 members 
Mstep: Class 23 contains 22111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 7634.836914 but Gain 8656.734375
Score: -232410656.000000 Penalty: 181791.359375
Iteration 3F: 22 clusters Score -2.324107e+08 nChanged 225358
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 115652 members 
Mstep: Class 3 contains 13615 members 
Mstep: Class 4 contains 11300 members 
Mstep: Class 5 contains 16580 members 
Mstep: Class 6 contains 12779 members 
Mstep: Class 7 contains 17384 members 
Mstep: Class 8 contains 27213 members 
Mstep: Class 9 contains 9566 members 
Mstep: Class 10 contains 3227 members 
Mstep: Class 11 contains 32177 members 
Mstep: Class 12 contains 1567 members 
Mstep: Class 13 contains 6903 members 
Mstep: Class 14 contains 163184 members 
Mstep: Class 15 contains 8145 members 
Mstep: Class 16 contains 31989 members 
Mstep: Class 17 contains 702335 members 
Mstep: Class 18 contains 20107 members 
Mstep: Class 19 contains 1769 members 
Mstep: Class 20 contains 11989 members 
Mstep: Class 21 contains 152827 members 
Mstep: Class 23 contains 13879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 5451.544922 but Gain 8656.734375
Score: -232655312.000000 Penalty: 173134.625000
Iteration 4F: 21 clusters Score -2.326553e+08 nChanged 156574
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 109887 members 
Mstep: Class 3 contains 9881 members 
Mstep: Class 4 contains 8580 members 
Mstep: Class 5 contains 20769 members 
Mstep: Class 6 contains 12693 members 
Mstep: Class 7 contains 18929 members 
Mstep: Class 8 contains 27508 members 
Mstep: Class 9 contains 5780 members 
Mstep: Class 10 contains 3270 members 
Mstep: Class 11 contains 28586 members 
Mstep: Class 12 contains 1440 members 
Mstep: Class 13 contains 4026 members 
Mstep: Class 14 contains 163384 members 
Mstep: Class 16 contains 33336 members 
Mstep: Class 17 contains 707693 members 
Mstep: Class 18 contains 18911 members 
Mstep: Class 19 contains 2117 members 
Mstep: Class 20 contains 10593 members 
Mstep: Class 21 contains 178353 members 
Mstep: Class 23 contains 8511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 4520.799805 but Gain 8656.734375
Score: -232802480.000000 Penalty: 164477.890625
Iteration 5F: 20 clusters Score -2.328025e+08 nChanged 118534
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 110835 members 
Mstep: Class 3 contains 7460 members 
Mstep: Class 4 contains 7741 members 
Mstep: Class 5 contains 24054 members 
Mstep: Class 6 contains 14359 members 
Mstep: Class 7 contains 20306 members 
Mstep: Class 8 contains 26687 members 
Mstep: Class 10 contains 3231 members 
Mstep: Class 11 contains 26633 members 
Mstep: Class 12 contains 1425 members 
Mstep: Class 13 contains 2111 members 
Mstep: Class 14 contains 168981 members 
Mstep: Class 16 contains 35677 members 
Mstep: Class 17 contains 695941 members 
Mstep: Class 18 contains 19299 members 
Mstep: Class 19 contains 2347 members 
Mstep: Class 20 contains 9393 members 
Mstep: Class 21 contains 192428 members 
Mstep: Class 23 contains 5344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 3717.604736 but Gain 8656.718750
Score: -232903952.000000 Penalty: 155821.171875
Iteration 6F: 19 clusters Score -2.32904e+08 nChanged 98909
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 115359 members 
Mstep: Class 3 contains 5498 members 
Mstep: Class 4 contains 7255 members 
Mstep: Class 5 contains 25439 members 
Mstep: Class 6 contains 18054 members 
Mstep: Class 7 contains 21977 members 
Mstep: Class 8 contains 25874 members 
Mstep: Class 10 contains 3073 members 
Mstep: Class 11 contains 24984 members 
Mstep: Class 12 contains 1482 members 
Mstep: Class 13 contains 1331 members 
Mstep: Class 14 contains 179350 members 
Mstep: Class 16 contains 37077 members 
Mstep: Class 17 contains 674008 members 
Mstep: Class 18 contains 20657 members 
Mstep: Class 19 contains 2466 members 
Mstep: Class 20 contains 8298 members 
Mstep: Class 21 contains 202072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 8233.566406 but Gain 8656.734375
Score: -232975440.000000 Penalty: 147164.437500
Iteration 7F: 18 clusters Score -2.329754e+08 nChanged 88458
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 123382 members 
Mstep: Class 3 contains 4225 members 
Mstep: Class 4 contains 6938 members 
Mstep: Class 5 contains 25950 members 
Mstep: Class 6 contains 25662 members 
Mstep: Class 7 contains 23550 members 
Mstep: Class 8 contains 25267 members 
Mstep: Class 10 contains 2865 members 
Mstep: Class 11 contains 23818 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 1235 members 
Mstep: Class 14 contains 194724 members 
Mstep: Class 16 contains 37747 members 
Mstep: Class 17 contains 645300 members 
Mstep: Class 18 contains 21789 members 
Mstep: Class 19 contains 2495 members 
Mstep: Class 21 contains 207755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233043360.000000 Penalty: 147164.437500
Iteration 8F: 18 clusters Score -2.330434e+08 nChanged 73838
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 131462 members 
Mstep: Class 3 contains 3506 members 
Mstep: Class 4 contains 6623 members 
Mstep: Class 5 contains 25595 members 
Mstep: Class 6 contains 30399 members 
Mstep: Class 7 contains 25024 members 
Mstep: Class 8 contains 24749 members 
Mstep: Class 10 contains 2766 members 
Mstep: Class 11 contains 23002 members 
Mstep: Class 12 contains 1565 members 
Mstep: Class 13 contains 1257 members 
Mstep: Class 14 contains 213943 members 
Mstep: Class 16 contains 37539 members 
Mstep: Class 17 contains 610446 members 
Mstep: Class 18 contains 22404 members 
Mstep: Class 19 contains 2473 members 
Mstep: Class 21 contains 211501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233092752.000000 Penalty: 147164.437500
Iteration 9F: 18 clusters Score -2.330928e+08 nChanged 65666
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 139845 members 
Mstep: Class 3 contains 3208 members 
Mstep: Class 4 contains 6353 members 
Mstep: Class 5 contains 25394 members 
Mstep: Class 6 contains 33549 members 
Mstep: Class 7 contains 26491 members 
Mstep: Class 8 contains 24281 members 
Mstep: Class 10 contains 2679 members 
Mstep: Class 11 contains 22446 members 
Mstep: Class 12 contains 1566 members 
Mstep: Class 13 contains 1288 members 
Mstep: Class 14 contains 237895 members 
Mstep: Class 16 contains 36906 members 
Mstep: Class 17 contains 574740 members 
Mstep: Class 18 contains 22603 members 
Mstep: Class 19 contains 2430 members 
Mstep: Class 21 contains 212580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233134912.000000 Penalty: 147164.437500
Iteration 10Q: 18 clusters Score -2.331349e+08 nChanged 60514
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 147857 members 
Mstep: Class 3 contains 3053 members 
Mstep: Class 4 contains 6149 members 
Mstep: Class 5 contains 25564 members 
Mstep: Class 6 contains 35419 members 
Mstep: Class 7 contains 27687 members 
Mstep: Class 8 contains 23774 members 
Mstep: Class 10 contains 2567 members 
Mstep: Class 11 contains 22042 members 
Mstep: Class 12 contains 1567 members 
Mstep: Class 13 contains 1368 members 
Mstep: Class 14 contains 266373 members 
Mstep: Class 16 contains 36143 members 
Mstep: Class 17 contains 538191 members 
Mstep: Class 18 contains 22642 members 
Mstep: Class 19 contains 2381 members 
Mstep: Class 21 contains 211478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233170224.000000 Penalty: 147164.437500
Iteration 11Q: 18 clusters Score -2.331702e+08 nChanged 57835
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 155316 members 
Mstep: Class 3 contains 2970 members 
Mstep: Class 4 contains 6037 members 
Mstep: Class 5 contains 26083 members 
Mstep: Class 6 contains 36397 members 
Mstep: Class 7 contains 28568 members 
Mstep: Class 8 contains 23264 members 
Mstep: Class 10 contains 2514 members 
Mstep: Class 11 contains 21710 members 
Mstep: Class 12 contains 1568 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 297881 members 
Mstep: Class 16 contains 35491 members 
Mstep: Class 17 contains 501496 members 
Mstep: Class 18 contains 22582 members 
Mstep: Class 19 contains 2338 members 
Mstep: Class 21 contains 208637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233203744.000000 Penalty: 147164.437500
Iteration 12Q: 18 clusters Score -2.332037e+08 nChanged 54729
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 161127 members 
Mstep: Class 3 contains 2891 members 
Mstep: Class 4 contains 6134 members 
Mstep: Class 5 contains 26570 members 
Mstep: Class 6 contains 36711 members 
Mstep: Class 7 contains 29157 members 
Mstep: Class 8 contains 22825 members 
Mstep: Class 10 contains 2483 members 
Mstep: Class 11 contains 21408 members 
Mstep: Class 12 contains 1568 members 
Mstep: Class 13 contains 1433 members 
Mstep: Class 14 contains 331000 members 
Mstep: Class 16 contains 35064 members 
Mstep: Class 17 contains 467488 members 
Mstep: Class 18 contains 22417 members 
Mstep: Class 19 contains 2307 members 
Mstep: Class 21 contains 203672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233237248.000000 Penalty: 147164.437500
Iteration 13Q: 18 clusters Score -2.332372e+08 nChanged 51550
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 164862 members 
Mstep: Class 3 contains 2832 members 
Mstep: Class 4 contains 6263 members 
Mstep: Class 5 contains 26900 members 
Mstep: Class 6 contains 36494 members 
Mstep: Class 7 contains 29473 members 
Mstep: Class 8 contains 22446 members 
Mstep: Class 10 contains 2468 members 
Mstep: Class 11 contains 21146 members 
Mstep: Class 12 contains 1567 members 
Mstep: Class 13 contains 1446 members 
Mstep: Class 14 contains 364059 members 
Mstep: Class 16 contains 35014 members 
Mstep: Class 17 contains 437920 members 
Mstep: Class 18 contains 22285 members 
Mstep: Class 19 contains 2279 members 
Mstep: Class 21 contains 196801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233260784.000000 Penalty: 147164.437500
Iteration 14Q: 18 clusters Score -2.332608e+08 nChanged 48648
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 166726 members 
Mstep: Class 3 contains 2793 members 
Mstep: Class 4 contains 6467 members 
Mstep: Class 5 contains 27003 members 
Mstep: Class 6 contains 35985 members 
Mstep: Class 7 contains 29559 members 
Mstep: Class 8 contains 22168 members 
Mstep: Class 10 contains 2465 members 
Mstep: Class 11 contains 20902 members 
Mstep: Class 12 contains 1567 members 
Mstep: Class 13 contains 1447 members 
Mstep: Class 14 contains 396167 members 
Mstep: Class 16 contains 35609 members 
Mstep: Class 17 contains 412408 members 
Mstep: Class 18 contains 22086 members 
Mstep: Class 19 contains 2251 members 
Mstep: Class 21 contains 188652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233275440.000000 Penalty: 147164.437500
Iteration 15Q: 18 clusters Score -2.332754e+08 nChanged 45922
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 167329 members 
Mstep: Class 3 contains 2747 members 
Mstep: Class 4 contains 6697 members 
Mstep: Class 5 contains 26993 members 
Mstep: Class 6 contains 35252 members 
Mstep: Class 7 contains 29433 members 
Mstep: Class 8 contains 21920 members 
Mstep: Class 10 contains 2461 members 
Mstep: Class 11 contains 20669 members 
Mstep: Class 12 contains 1566 members 
Mstep: Class 13 contains 1450 members 
Mstep: Class 14 contains 426731 members 
Mstep: Class 16 contains 36791 members 
Mstep: Class 17 contains 389930 members 
Mstep: Class 18 contains 22068 members 
Mstep: Class 19 contains 2230 members 
Mstep: Class 21 contains 179988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233285696.000000 Penalty: 147164.437500
Iteration 16Q: 18 clusters Score -2.332857e+08 nChanged 51066
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 167473 members 
Mstep: Class 3 contains 2736 members 
Mstep: Class 4 contains 6934 members 
Mstep: Class 5 contains 26961 members 
Mstep: Class 6 contains 35099 members 
Mstep: Class 7 contains 29114 members 
Mstep: Class 8 contains 21724 members 
Mstep: Class 10 contains 2459 members 
Mstep: Class 11 contains 20424 members 
Mstep: Class 12 contains 1567 members 
Mstep: Class 13 contains 1450 members 
Mstep: Class 14 contains 462025 members 
Mstep: Class 16 contains 38367 members 
Mstep: Class 17 contains 362182 members 
Mstep: Class 18 contains 22195 members 
Mstep: Class 19 contains 2213 members 
Mstep: Class 21 contains 171332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233289248.000000 Penalty: 147164.437500
Iteration 17Q: 18 clusters Score -2.332892e+08 nChanged 60775
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 167309 members 
Mstep: Class 3 contains 2728 members 
Mstep: Class 4 contains 7152 members 
Mstep: Class 5 contains 26912 members 
Mstep: Class 6 contains 35566 members 
Mstep: Class 7 contains 28633 members 
Mstep: Class 8 contains 21546 members 
Mstep: Class 10 contains 2458 members 
Mstep: Class 11 contains 20184 members 
Mstep: Class 12 contains 1567 members 
Mstep: Class 13 contains 1451 members 
Mstep: Class 14 contains 504970 members 
Mstep: Class 16 contains 40284 members 
Mstep: Class 17 contains 325866 members 
Mstep: Class 18 contains 22565 members 
Mstep: Class 19 contains 2195 members 
Mstep: Class 21 contains 162869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233278144.000000 Penalty: 147164.437500
Iteration 18Q: 18 clusters Score -2.332781e+08 nChanged 64535
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 168101 members 
Mstep: Class 3 contains 2721 members 
Mstep: Class 4 contains 7360 members 
Mstep: Class 5 contains 27017 members 
Mstep: Class 6 contains 36592 members 
Mstep: Class 7 contains 28012 members 
Mstep: Class 8 contains 21410 members 
Mstep: Class 10 contains 2458 members 
Mstep: Class 11 contains 19960 members 
Mstep: Class 12 contains 1567 members 
Mstep: Class 13 contains 1451 members 
Mstep: Class 14 contains 547527 members 
Mstep: Class 16 contains 42455 members 
Mstep: Class 17 contains 285591 members 
Mstep: Class 18 contains 23054 members 
Mstep: Class 19 contains 2174 members 
Mstep: Class 21 contains 156805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233259520.000000 Penalty: 147164.437500
Iteration 19Q: 18 clusters Score -2.332595e+08 nChanged 52790
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 170145 members 
Mstep: Class 3 contains 2736 members 
Mstep: Class 4 contains 7639 members 
Mstep: Class 5 contains 27203 members 
Mstep: Class 6 contains 37925 members 
Mstep: Class 7 contains 27328 members 
Mstep: Class 8 contains 21306 members 
Mstep: Class 10 contains 2458 members 
Mstep: Class 11 contains 19798 members 
Mstep: Class 12 contains 1568 members 
Mstep: Class 13 contains 1451 members 
Mstep: Class 14 contains 574524 members 
Mstep: Class 16 contains 44783 members 
Mstep: Class 17 contains 255534 members 
Mstep: Class 18 contains 23621 members 
Mstep: Class 19 contains 2161 members 
Mstep: Class 21 contains 154075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233258480.000000 Penalty: 147164.437500
Iteration 20F: 18 clusters Score -2.332585e+08 nChanged 51828
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 172546 members 
Mstep: Class 3 contains 2743 members 
Mstep: Class 4 contains 8033 members 
Mstep: Class 5 contains 27206 members 
Mstep: Class 6 contains 39266 members 
Mstep: Class 7 contains 26715 members 
Mstep: Class 8 contains 21213 members 
Mstep: Class 10 contains 2450 members 
Mstep: Class 11 contains 19626 members 
Mstep: Class 12 contains 1567 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 602234 members 
Mstep: Class 16 contains 47240 members 
Mstep: Class 17 contains 224084 members 
Mstep: Class 18 contains 24131 members 
Mstep: Class 19 contains 2139 members 
Mstep: Class 21 contains 151605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233247408.000000 Penalty: 147164.437500
Iteration 21Q: 18 clusters Score -2.332474e+08 nChanged 42371
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 175390 members 
Mstep: Class 3 contains 2748 members 
Mstep: Class 4 contains 8378 members 
Mstep: Class 5 contains 27141 members 
Mstep: Class 6 contains 40572 members 
Mstep: Class 7 contains 26216 members 
Mstep: Class 8 contains 21134 members 
Mstep: Class 10 contains 2445 members 
Mstep: Class 11 contains 19475 members 
Mstep: Class 12 contains 1567 members 
Mstep: Class 13 contains 1462 members 
Mstep: Class 14 contains 615803 members 
Mstep: Class 16 contains 49517 members 
Mstep: Class 17 contains 205142 members 
Mstep: Class 18 contains 24694 members 
Mstep: Class 19 contains 2127 members 
Mstep: Class 21 contains 150444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233242384.000000 Penalty: 147164.437500
Iteration 22Q: 18 clusters Score -2.332424e+08 nChanged 34603
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 178569 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 8645 members 
Mstep: Class 5 contains 26998 members 
Mstep: Class 6 contains 41702 members 
Mstep: Class 7 contains 25810 members 
Mstep: Class 8 contains 21081 members 
Mstep: Class 10 contains 2442 members 
Mstep: Class 11 contains 19306 members 
Mstep: Class 12 contains 1567 members 
Mstep: Class 13 contains 1465 members 
Mstep: Class 14 contains 621074 members 
Mstep: Class 16 contains 51600 members 
Mstep: Class 17 contains 194843 members 
Mstep: Class 18 contains 25252 members 
Mstep: Class 19 contains 2115 members 
Mstep: Class 21 contains 149040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233241184.000000 Penalty: 147164.437500
Iteration 23Q: 18 clusters Score -2.332412e+08 nChanged 29255
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 181982 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 8897 members 
Mstep: Class 5 contains 26812 members 
Mstep: Class 6 contains 42572 members 
Mstep: Class 7 contains 25402 members 
Mstep: Class 8 contains 21060 members 
Mstep: Class 10 contains 2441 members 
Mstep: Class 11 contains 19194 members 
Mstep: Class 12 contains 1567 members 
Mstep: Class 13 contains 1467 members 
Mstep: Class 14 contains 621963 members 
Mstep: Class 16 contains 53322 members 
Mstep: Class 17 contains 189764 members 
Mstep: Class 18 contains 25770 members 
Mstep: Class 19 contains 2100 members 
Mstep: Class 21 contains 147193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233243136.000000 Penalty: 147164.437500
Iteration 24Q: 18 clusters Score -2.332431e+08 nChanged 25752
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 185710 members 
Mstep: Class 3 contains 2754 members 
Mstep: Class 4 contains 9091 members 
Mstep: Class 5 contains 26704 members 
Mstep: Class 6 contains 43354 members 
Mstep: Class 7 contains 24941 members 
Mstep: Class 8 contains 21047 members 
Mstep: Class 10 contains 2441 members 
Mstep: Class 11 contains 19078 members 
Mstep: Class 12 contains 1567 members 
Mstep: Class 13 contains 1467 members 
Mstep: Class 14 contains 620347 members 
Mstep: Class 16 contains 54816 members 
Mstep: Class 17 contains 187492 members 
Mstep: Class 18 contains 26220 members 
Mstep: Class 19 contains 2086 members 
Mstep: Class 21 contains 145140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233245856.000000 Penalty: 147164.437500
Iteration 25Q: 18 clusters Score -2.332459e+08 nChanged 23305
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 189582 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 9208 members 
Mstep: Class 5 contains 26590 members 
Mstep: Class 6 contains 44065 members 
Mstep: Class 7 contains 24443 members 
Mstep: Class 8 contains 21037 members 
Mstep: Class 10 contains 2441 members 
Mstep: Class 11 contains 18961 members 
Mstep: Class 12 contains 1567 members 
Mstep: Class 13 contains 1467 members 
Mstep: Class 14 contains 617269 members 
Mstep: Class 16 contains 56100 members 
Mstep: Class 17 contains 187091 members 
Mstep: Class 18 contains 26642 members 
Mstep: Class 19 contains 2073 members 
Mstep: Class 21 contains 142963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233249536.000000 Penalty: 147164.437500
Iteration 26Q: 18 clusters Score -2.332495e+08 nChanged 21206
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 193374 members 
Mstep: Class 3 contains 2761 members 
Mstep: Class 4 contains 9302 members 
Mstep: Class 5 contains 26521 members 
Mstep: Class 6 contains 44705 members 
Mstep: Class 7 contains 23890 members 
Mstep: Class 8 contains 21037 members 
Mstep: Class 10 contains 2441 members 
Mstep: Class 11 contains 18858 members 
Mstep: Class 12 contains 1567 members 
Mstep: Class 13 contains 1467 members 
Mstep: Class 14 contains 613645 members 
Mstep: Class 16 contains 57071 members 
Mstep: Class 17 contains 187830 members 
Mstep: Class 18 contains 26999 members 
Mstep: Class 19 contains 2061 members 
Mstep: Class 21 contains 140726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233253312.000000 Penalty: 147164.437500
Iteration 27Q: 18 clusters Score -2.332533e+08 nChanged 20322
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 197243 members 
Mstep: Class 3 contains 2770 members 
Mstep: Class 4 contains 9375 members 
Mstep: Class 5 contains 26457 members 
Mstep: Class 6 contains 45260 members 
Mstep: Class 7 contains 23315 members 
Mstep: Class 8 contains 21037 members 
Mstep: Class 10 contains 2441 members 
Mstep: Class 11 contains 18753 members 
Mstep: Class 12 contains 1567 members 
Mstep: Class 13 contains 1467 members 
Mstep: Class 14 contains 609223 members 
Mstep: Class 16 contains 57877 members 
Mstep: Class 17 contains 189678 members 
Mstep: Class 18 contains 27302 members 
Mstep: Class 19 contains 2050 members 
Mstep: Class 21 contains 138440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233257424.000000 Penalty: 147164.437500
Iteration 28Q: 18 clusters Score -2.332574e+08 nChanged 19242
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 201049 members 
Mstep: Class 3 contains 2770 members 
Mstep: Class 4 contains 9427 members 
Mstep: Class 5 contains 26381 members 
Mstep: Class 6 contains 45738 members 
Mstep: Class 7 contains 22716 members 
Mstep: Class 8 contains 21037 members 
Mstep: Class 10 contains 2441 members 
Mstep: Class 11 contains 18641 members 
Mstep: Class 12 contains 1567 members 
Mstep: Class 13 contains 1467 members 
Mstep: Class 14 contains 604329 members 
Mstep: Class 16 contains 58557 members 
Mstep: Class 17 contains 192276 members 
Mstep: Class 18 contains 27541 members 
Mstep: Class 19 contains 2041 members 
Mstep: Class 21 contains 136277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233259408.000000 Penalty: 147164.437500
Iteration 29Q: 18 clusters Score -2.332594e+08 nChanged 18492
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 204687 members 
Mstep: Class 3 contains 2769 members 
Mstep: Class 4 contains 9466 members 
Mstep: Class 5 contains 26380 members 
Mstep: Class 6 contains 46140 members 
Mstep: Class 7 contains 22085 members 
Mstep: Class 8 contains 21043 members 
Mstep: Class 10 contains 2441 members 
Mstep: Class 11 contains 18555 members 
Mstep: Class 12 contains 1567 members 
Mstep: Class 13 contains 1468 members 
Mstep: Class 14 contains 599216 members 
Mstep: Class 16 contains 59101 members 
Mstep: Class 17 contains 195387 members 
Mstep: Class 18 contains 27750 members 
Mstep: Class 19 contains 2033 members 
Mstep: Class 21 contains 134167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233262256.000000 Penalty: 147164.437500
Iteration 30Q: 18 clusters Score -2.332623e+08 nChanged 17958
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 208212 members 
Mstep: Class 3 contains 2770 members 
Mstep: Class 4 contains 9470 members 
Mstep: Class 5 contains 26444 members 
Mstep: Class 6 contains 46466 members 
Mstep: Class 7 contains 21420 members 
Mstep: Class 8 contains 21045 members 
Mstep: Class 10 contains 2441 members 
Mstep: Class 11 contains 18477 members 
Mstep: Class 12 contains 1567 members 
Mstep: Class 13 contains 1468 members 
Mstep: Class 14 contains 593849 members 
Mstep: Class 16 contains 59552 members 
Mstep: Class 17 contains 198897 members 
Mstep: Class 18 contains 27932 members 
Mstep: Class 19 contains 2016 members 
Mstep: Class 21 contains 132229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233266976.000000 Penalty: 147164.437500
Iteration 31Q: 18 clusters Score -2.33267e+08 nChanged 17334
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 211614 members 
Mstep: Class 3 contains 2768 members 
Mstep: Class 4 contains 9487 members 
Mstep: Class 5 contains 26521 members 
Mstep: Class 6 contains 46774 members 
Mstep: Class 7 contains 20728 members 
Mstep: Class 8 contains 21053 members 
Mstep: Class 10 contains 2441 members 
Mstep: Class 11 contains 18401 members 
Mstep: Class 12 contains 1567 members 
Mstep: Class 13 contains 1468 members 
Mstep: Class 14 contains 588580 members 
Mstep: Class 16 contains 59904 members 
Mstep: Class 17 contains 202542 members 
Mstep: Class 18 contains 28099 members 
Mstep: Class 19 contains 2000 members 
Mstep: Class 21 contains 130308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233272480.000000 Penalty: 147164.437500
Iteration 32Q: 18 clusters Score -2.332725e+08 nChanged 16329
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 214783 members 
Mstep: Class 3 contains 2762 members 
Mstep: Class 4 contains 9489 members 
Mstep: Class 5 contains 26611 members 
Mstep: Class 6 contains 46993 members 
Mstep: Class 7 contains 20050 members 
Mstep: Class 8 contains 21052 members 
Mstep: Class 10 contains 2441 members 
Mstep: Class 11 contains 18325 members 
Mstep: Class 12 contains 1567 members 
Mstep: Class 13 contains 1468 members 
Mstep: Class 14 contains 583576 members 
Mstep: Class 16 contains 60253 members 
Mstep: Class 17 contains 206233 members 
Mstep: Class 18 contains 28220 members 
Mstep: Class 19 contains 1992 members 
Mstep: Class 21 contains 128440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233276336.000000 Penalty: 147164.437500
Iteration 33Q: 18 clusters Score -2.332763e+08 nChanged 15390
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 217530 members 
Mstep: Class 3 contains 2757 members 
Mstep: Class 4 contains 9482 members 
Mstep: Class 5 contains 26694 members 
Mstep: Class 6 contains 47181 members 
Mstep: Class 7 contains 19386 members 
Mstep: Class 8 contains 21059 members 
Mstep: Class 10 contains 2441 members 
Mstep: Class 11 contains 18244 members 
Mstep: Class 12 contains 1567 members 
Mstep: Class 13 contains 1468 members 
Mstep: Class 14 contains 578898 members 
Mstep: Class 16 contains 60532 members 
Mstep: Class 17 contains 210092 members 
Mstep: Class 18 contains 28353 members 
Mstep: Class 19 contains 1986 members 
Mstep: Class 21 contains 126585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233279344.000000 Penalty: 147164.437500
Iteration 34Q: 18 clusters Score -2.332793e+08 nChanged 14612
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 219853 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 9477 members 
Mstep: Class 5 contains 26740 members 
Mstep: Class 6 contains 47338 members 
Mstep: Class 7 contains 18715 members 
Mstep: Class 8 contains 21070 members 
Mstep: Class 10 contains 2441 members 
Mstep: Class 11 contains 18158 members 
Mstep: Class 12 contains 1567 members 
Mstep: Class 13 contains 1468 members 
Mstep: Class 14 contains 574676 members 
Mstep: Class 16 contains 60808 members 
Mstep: Class 17 contains 213911 members 
Mstep: Class 18 contains 28492 members 
Mstep: Class 19 contains 1984 members 
Mstep: Class 21 contains 124801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233282736.000000 Penalty: 147164.437500
Iteration 35Q: 18 clusters Score -2.332827e+08 nChanged 13904
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 221936 members 
Mstep: Class 3 contains 2757 members 
Mstep: Class 4 contains 9480 members 
Mstep: Class 5 contains 26748 members 
Mstep: Class 6 contains 47468 members 
Mstep: Class 7 contains 18049 members 
Mstep: Class 8 contains 21076 members 
Mstep: Class 10 contains 2441 members 
Mstep: Class 11 contains 18088 members 
Mstep: Class 12 contains 1567 members 
Mstep: Class 13 contains 1468 members 
Mstep: Class 14 contains 570817 members 
Mstep: Class 16 contains 60991 members 
Mstep: Class 17 contains 217793 members 
Mstep: Class 18 contains 28594 members 
Mstep: Class 19 contains 1981 members 
Mstep: Class 21 contains 123001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233285296.000000 Penalty: 147164.437500
Iteration 36Q: 18 clusters Score -2.332853e+08 nChanged 13037
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 223730 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 9464 members 
Mstep: Class 5 contains 26782 members 
Mstep: Class 6 contains 47591 members 
Mstep: Class 7 contains 17430 members 
Mstep: Class 8 contains 21080 members 
Mstep: Class 10 contains 2441 members 
Mstep: Class 11 contains 18020 members 
Mstep: Class 12 contains 1567 members 
Mstep: Class 13 contains 1468 members 
Mstep: Class 14 contains 567328 members 
Mstep: Class 16 contains 61170 members 
Mstep: Class 17 contains 221496 members 
Mstep: Class 18 contains 28707 members 
Mstep: Class 19 contains 1973 members 
Mstep: Class 21 contains 121252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233288224.000000 Penalty: 147164.437500
Iteration 37Q: 18 clusters Score -2.332882e+08 nChanged 12273
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 225213 members 
Mstep: Class 3 contains 2757 members 
Mstep: Class 4 contains 9449 members 
Mstep: Class 5 contains 26802 members 
Mstep: Class 6 contains 47661 members 
Mstep: Class 7 contains 16863 members 
Mstep: Class 8 contains 21089 members 
Mstep: Class 10 contains 2441 members 
Mstep: Class 11 contains 17949 members 
Mstep: Class 12 contains 1567 members 
Mstep: Class 13 contains 1468 members 
Mstep: Class 14 contains 564206 members 
Mstep: Class 16 contains 61374 members 
Mstep: Class 17 contains 225062 members 
Mstep: Class 18 contains 28769 members 
Mstep: Class 19 contains 1972 members 
Mstep: Class 21 contains 119614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233289232.000000 Penalty: 147164.437500
Iteration 38Q: 18 clusters Score -2.332892e+08 nChanged 11372
Entering ConstructFrom: 
Score: -233289232.000000 Penalty: 147164.437500
Entering ConstructFrom: 
Trying to split cluster 1 (226488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226488 members 
Entering Unmasked Estep 
Score: -38930568.000000 Penalty: 7552.398926
	Iteration 0F: 2 clusters Score -3.893057e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113330 members 
Mstep: Class 2 contains 113158 members 
Entering Unmasked Estep 
Score: -38779296.000000 Penalty: 15104.797852
	Iteration 0F: 3 clusters Score -3.87793e+07 nChanged 106815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113101 members 
Mstep: Class 2 contains 113387 members 
Entering Unmasked Estep 
Score: -38841196.000000 Penalty: 15104.797852
	Iteration 1F: 3 clusters Score -3.88412e+07 nChanged 7503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113544 members 
Mstep: Class 2 contains 112944 members 
Entering Unmasked Estep 
Score: -38843096.000000 Penalty: 15104.797852
	Iteration 2Q: 3 clusters Score -3.88431e+07 nChanged 7773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114263 members 
Mstep: Class 2 contains 112225 members 
Entering Unmasked Estep 
Score: -38845448.000000 Penalty: 15104.797852
	Iteration 3Q: 3 clusters Score -3.884545e+07 nChanged 8590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115401 members 
Mstep: Class 2 contains 111087 members 
Entering Unmasked Estep 
Score: -38848188.000000 Penalty: 15104.797852
	Iteration 4Q: 3 clusters Score -3.884819e+07 nChanged 9624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116981 members 
Mstep: Class 2 contains 109507 members 
Entering Unmasked Estep 
Score: -38852188.000000 Penalty: 15104.797852
	Iteration 5Q: 3 clusters Score -3.885219e+07 nChanged 10973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119264 members 
Mstep: Class 2 contains 107224 members 
Entering Unmasked Estep 
Score: -38857468.000000 Penalty: 15104.797852
	Iteration 6Q: 3 clusters Score -3.885747e+07 nChanged 12649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122409 members 
Mstep: Class 2 contains 104079 members 
Entering Unmasked Estep 
Score: -38864612.000000 Penalty: 15104.797852
	Iteration 7F: 3 clusters Score -3.886461e+07 nChanged 14152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126561 members 
Mstep: Class 2 contains 99927 members 
Entering Unmasked Estep 
Score: -38874484.000000 Penalty: 15104.797852
	Iteration 8F: 3 clusters Score -3.887448e+07 nChanged 15035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131454 members 
Mstep: Class 2 contains 95034 members 
Entering Unmasked Estep 
Score: -38886716.000000 Penalty: 15104.797852
	Iteration 9F: 3 clusters Score -3.888672e+07 nChanged 14360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136144 members 
Mstep: Class 2 contains 90344 members 
Entering Unmasked Estep 
Score: -38897628.000000 Penalty: 15104.797852
	Iteration 10F: 3 clusters Score -3.889763e+07 nChanged 11536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140292 members 
Mstep: Class 2 contains 86196 members 
Entering Unmasked Estep 
Score: -38904548.000000 Penalty: 15104.797852
	Iteration 11F: 3 clusters Score -3.890455e+07 nChanged 7886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143714 members 
Mstep: Class 2 contains 82774 members 
Entering Unmasked Estep 
Score: -38908556.000000 Penalty: 15104.797852
	Iteration 12Q: 3 clusters Score -3.890856e+07 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146611 members 
Mstep: Class 2 contains 79877 members 
Entering Unmasked Estep 
Score: -38910564.000000 Penalty: 15104.797852
	Iteration 13Q: 3 clusters Score -3.891056e+07 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149108 members 
Mstep: Class 2 contains 77380 members 
Entering Unmasked Estep 
Score: -38911644.000000 Penalty: 15104.797852
	Iteration 14Q: 3 clusters Score -3.891164e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151333 members 
Mstep: Class 2 contains 75155 members 
Entering Unmasked Estep 
Score: -38912656.000000 Penalty: 15104.797852
	Iteration 15Q: 3 clusters Score -3.891266e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153372 members 
Mstep: Class 2 contains 73116 members 
Entering Unmasked Estep 
Score: -38913584.000000 Penalty: 15104.797852
	Iteration 16Q: 3 clusters Score -3.891358e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155279 members 
Mstep: Class 2 contains 71209 members 
Entering Unmasked Estep 
Score: -38914100.000000 Penalty: 15104.797852
	Iteration 17Q: 3 clusters Score -3.89141e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157150 members 
Mstep: Class 2 contains 69338 members 
Entering Unmasked Estep 
Score: -38914664.000000 Penalty: 15104.797852
	Iteration 18Q: 3 clusters Score -3.891466e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158877 members 
Mstep: Class 2 contains 67611 members 
Entering Unmasked Estep 
Score: -38915348.000000 Penalty: 15104.797852
	Iteration 19Q: 3 clusters Score -3.891535e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160556 members 
Mstep: Class 2 contains 65932 members 
Entering Unmasked Estep 
Score: -38915832.000000 Penalty: 15104.797852
	Iteration 20F: 3 clusters Score -3.891583e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162245 members 
Mstep: Class 2 contains 64243 members 
Entering Unmasked Estep 
Score: -38916448.000000 Penalty: 15104.797852
	Iteration 21Q: 3 clusters Score -3.891645e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163918 members 
Mstep: Class 2 contains 62570 members 
Entering Unmasked Estep 
Score: -38916884.000000 Penalty: 15104.797852
	Iteration 22Q: 3 clusters Score -3.891688e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165567 members 
Mstep: Class 2 contains 60921 members 
Entering Unmasked Estep 
Score: -38917408.000000 Penalty: 15104.797852
	Iteration 23Q: 3 clusters Score -3.891741e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167213 members 
Mstep: Class 2 contains 59275 members 
Entering Unmasked Estep 
Score: -38917828.000000 Penalty: 15104.797852
	Iteration 24Q: 3 clusters Score -3.891783e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168805 members 
Mstep: Class 2 contains 57683 members 
Entering Unmasked Estep 
Score: -38918164.000000 Penalty: 15104.797852
	Iteration 25Q: 3 clusters Score -3.891816e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170373 members 
Mstep: Class 2 contains 56115 members 
Entering Unmasked Estep 
Score: -38918556.000000 Penalty: 15104.797852
	Iteration 26Q: 3 clusters Score -3.891856e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171897 members 
Mstep: Class 2 contains 54591 members 
Entering Unmasked Estep 
Score: -38918868.000000 Penalty: 15104.797852
	Iteration 27Q: 3 clusters Score -3.891887e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173385 members 
Mstep: Class 2 contains 53103 members 
Entering Unmasked Estep 
Score: -38919236.000000 Penalty: 15104.797852
	Iteration 28Q: 3 clusters Score -3.891924e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174933 members 
Mstep: Class 2 contains 51555 members 
Entering Unmasked Estep 
Score: -38919720.000000 Penalty: 15104.797852
	Iteration 29Q: 3 clusters Score -3.891972e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176412 members 
Mstep: Class 2 contains 50076 members 
Entering Unmasked Estep 
Score: -38919804.000000 Penalty: 15104.797852
	Iteration 30Q: 3 clusters Score -3.89198e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177845 members 
Mstep: Class 2 contains 48643 members 
Entering Unmasked Estep 
Score: -38920176.000000 Penalty: 15104.797852
	Iteration 31Q: 3 clusters Score -3.892018e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179221 members 
Mstep: Class 2 contains 47267 members 
Entering Unmasked Estep 
Score: -38920456.000000 Penalty: 15104.797852
	Iteration 32Q: 3 clusters Score -3.892046e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180606 members 
Mstep: Class 2 contains 45882 members 
Entering Unmasked Estep 
Score: -38920660.000000 Penalty: 15104.797852
	Iteration 33Q: 3 clusters Score -3.892066e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181975 members 
Mstep: Class 2 contains 44513 members 
Entering Unmasked Estep 
Score: -38920720.000000 Penalty: 15104.797852
	Iteration 34Q: 3 clusters Score -3.892072e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183353 members 
Mstep: Class 2 contains 43135 members 
Entering Unmasked Estep 
Score: -38921028.000000 Penalty: 15104.797852
	Iteration 35Q: 3 clusters Score -3.892103e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184766 members 
Mstep: Class 2 contains 41722 members 
Entering Unmasked Estep 
Score: -38921180.000000 Penalty: 15104.797852
	Iteration 36Q: 3 clusters Score -3.892118e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186087 members 
Mstep: Class 2 contains 40401 members 
Entering Unmasked Estep 
Score: -38921360.000000 Penalty: 15104.797852
	Iteration 37Q: 3 clusters Score -3.892136e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187425 members 
Mstep: Class 2 contains 39063 members 
Entering Unmasked Estep 
Score: -38921632.000000 Penalty: 15104.797852
	Iteration 38Q: 3 clusters Score -3.892163e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188776 members 
Mstep: Class 2 contains 37712 members 
Entering Unmasked Estep 
Score: -38921884.000000 Penalty: 15104.797852
	Iteration 39Q: 3 clusters Score -3.892188e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190124 members 
Mstep: Class 2 contains 36364 members 
Entering Unmasked Estep 
Score: -38922180.000000 Penalty: 15104.797852
	Iteration 40F: 3 clusters Score -3.892218e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191505 members 
Mstep: Class 2 contains 34983 members 
Entering Unmasked Estep 
Score: -38922556.000000 Penalty: 15104.797852
	Iteration 41Q: 3 clusters Score -3.892256e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192852 members 
Mstep: Class 2 contains 33636 members 
Entering Unmasked Estep 
Score: -38922784.000000 Penalty: 15104.797852
	Iteration 42Q: 3 clusters Score -3.892278e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194202 members 
Mstep: Class 2 contains 32286 members 
Entering Unmasked Estep 
Score: -38923080.000000 Penalty: 15104.797852
	Iteration 43Q: 3 clusters Score -3.892308e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195557 members 
Mstep: Class 2 contains 30931 members 
Entering Unmasked Estep 
Score: -38923304.000000 Penalty: 15104.797852
	Iteration 44Q: 3 clusters Score -3.89233e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196882 members 
Mstep: Class 2 contains 29606 members 
Entering Unmasked Estep 
Score: -38923576.000000 Penalty: 15104.797852
	Iteration 45Q: 3 clusters Score -3.892358e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198175 members 
Mstep: Class 2 contains 28313 members 
Entering Unmasked Estep 
Score: -38923816.000000 Penalty: 15104.797852
	Iteration 46Q: 3 clusters Score -3.892382e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199451 members 
Mstep: Class 2 contains 27037 members 
Entering Unmasked Estep 
Score: -38923972.000000 Penalty: 15104.797852
	Iteration 47Q: 3 clusters Score -3.892397e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200682 members 
Mstep: Class 2 contains 25806 members 
Entering Unmasked Estep 
Score: -38924284.000000 Penalty: 15104.797852
	Iteration 48Q: 3 clusters Score -3.892428e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201858 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -38924468.000000 Penalty: 15104.797852
	Iteration 49Q: 3 clusters Score -3.892447e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203014 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -38924612.000000 Penalty: 15104.797852
	Iteration 50Q: 3 clusters Score -3.892461e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204050 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -38924744.000000 Penalty: 15104.797852
	Iteration 51Q: 3 clusters Score -3.892474e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205049 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -38924900.000000 Penalty: 15104.797852
	Iteration 52Q: 3 clusters Score -3.89249e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206003 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -38925060.000000 Penalty: 15104.797852
	Iteration 53Q: 3 clusters Score -3.892506e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206890 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -38925256.000000 Penalty: 15104.797852
	Iteration 54Q: 3 clusters Score -3.892526e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207746 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -38925444.000000 Penalty: 15104.797852
	Iteration 55Q: 3 clusters Score -3.892544e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208573 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -38925568.000000 Penalty: 15104.797852
	Iteration 56Q: 3 clusters Score -3.892557e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209350 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -38925768.000000 Penalty: 15104.797852
	Iteration 57Q: 3 clusters Score -3.892577e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210103 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -38925764.000000 Penalty: 15104.797852
	Iteration 58Q: 3 clusters Score -3.892576e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210821 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -38925908.000000 Penalty: 15104.797852
	Iteration 59Q: 3 clusters Score -3.892591e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211487 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -38925964.000000 Penalty: 15104.797852
	Iteration 60F: 3 clusters Score -3.892596e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212101 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -38926088.000000 Penalty: 15104.797852
	Iteration 61Q: 3 clusters Score -3.892609e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212703 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -38926200.000000 Penalty: 15104.797852
	Iteration 62Q: 3 clusters Score -3.89262e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213271 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -38926336.000000 Penalty: 15104.797852
	Iteration 63Q: 3 clusters Score -3.892634e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213779 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -38926476.000000 Penalty: 15104.797852
	Iteration 64Q: 3 clusters Score -3.892648e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214235 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -38926476.000000 Penalty: 15104.797852
	Iteration 65Q: 3 clusters Score -3.892648e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214655 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -38926608.000000 Penalty: 15104.797852
	Iteration 66Q: 3 clusters Score -3.892661e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215045 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -38926580.000000 Penalty: 15104.797852
	Iteration 67Q: 3 clusters Score -3.892658e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215386 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -38926692.000000 Penalty: 15104.797852
	Iteration 68Q: 3 clusters Score -3.892669e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215691 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -38926700.000000 Penalty: 15104.797852
	Iteration 69Q: 3 clusters Score -3.89267e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215978 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -38926804.000000 Penalty: 15104.797852
	Iteration 70Q: 3 clusters Score -3.89268e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216216 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -38926852.000000 Penalty: 15104.797852
	Iteration 71Q: 3 clusters Score -3.892685e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216406 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -38926920.000000 Penalty: 15104.797852
	Iteration 72Q: 3 clusters Score -3.892692e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216568 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -38926980.000000 Penalty: 15104.797852
	Iteration 73Q: 3 clusters Score -3.892698e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216730 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -38926964.000000 Penalty: 15104.797852
	Iteration 74Q: 3 clusters Score -3.892696e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216879 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -38926948.000000 Penalty: 15104.797852
	Iteration 75Q: 3 clusters Score -3.892695e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217012 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -38926944.000000 Penalty: 15104.797852
	Iteration 76Q: 3 clusters Score -3.892694e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217127 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -38926968.000000 Penalty: 15104.797852
	Iteration 77Q: 3 clusters Score -3.892697e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217227 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -38926964.000000 Penalty: 15104.797852
	Iteration 78Q: 3 clusters Score -3.892696e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217323 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -38926936.000000 Penalty: 15104.797852
	Iteration 79Q: 3 clusters Score -3.892694e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217406 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -38927000.000000 Penalty: 15104.797852
	Iteration 80F: 3 clusters Score -3.8927e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217475 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -38926988.000000 Penalty: 15104.797852
	Iteration 81Q: 3 clusters Score -3.892699e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217545 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -38927036.000000 Penalty: 15104.797852
	Iteration 82Q: 3 clusters Score -3.892704e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217617 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -38926992.000000 Penalty: 15104.797852
	Iteration 83Q: 3 clusters Score -3.892699e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217659 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -38927040.000000 Penalty: 15104.797852
	Iteration 84Q: 3 clusters Score -3.892704e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217713 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -38927020.000000 Penalty: 15104.797852
	Iteration 85Q: 3 clusters Score -3.892702e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217764 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -38927064.000000 Penalty: 15104.797852
	Iteration 86Q: 3 clusters Score -3.892706e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217811 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -38927028.000000 Penalty: 15104.797852
	Iteration 87Q: 3 clusters Score -3.892703e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217850 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -38927108.000000 Penalty: 15104.797852
	Iteration 88Q: 3 clusters Score -3.892711e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217901 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -38927092.000000 Penalty: 15104.797852
	Iteration 89Q: 3 clusters Score -3.892709e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217943 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -38927076.000000 Penalty: 15104.797852
	Iteration 90Q: 3 clusters Score -3.892708e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217982 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -38927076.000000 Penalty: 15104.797852
	Iteration 91Q: 3 clusters Score -3.892708e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218014 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -38927120.000000 Penalty: 15104.797852
	Iteration 92Q: 3 clusters Score -3.892712e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218044 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -38927096.000000 Penalty: 15104.797852
	Iteration 93Q: 3 clusters Score -3.89271e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218077 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -38927068.000000 Penalty: 15104.797852
	Iteration 94Q: 3 clusters Score -3.892707e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218107 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -38927112.000000 Penalty: 15104.797852
	Iteration 95Q: 3 clusters Score -3.892711e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218137 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -38927164.000000 Penalty: 15104.797852
	Iteration 96Q: 3 clusters Score -3.892716e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218167 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -38927168.000000 Penalty: 15104.797852
	Iteration 97Q: 3 clusters Score -3.892717e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218185 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -38927144.000000 Penalty: 15104.797852
	Iteration 98Q: 3 clusters Score -3.892714e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218210 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -38927132.000000 Penalty: 15104.797852
	Iteration 99Q: 3 clusters Score -3.892713e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218234 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -38927136.000000 Penalty: 15104.797852
	Iteration 100F: 3 clusters Score -3.892714e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218249 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -38927144.000000 Penalty: 15104.797852
	Iteration 101Q: 3 clusters Score -3.892714e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218267 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -38927132.000000 Penalty: 15104.797852
	Iteration 102Q: 3 clusters Score -3.892713e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218287 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -38927164.000000 Penalty: 15104.797852
	Iteration 103Q: 3 clusters Score -3.892716e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218309 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -38927140.000000 Penalty: 15104.797852
	Iteration 104Q: 3 clusters Score -3.892714e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218329 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -38927104.000000 Penalty: 15104.797852
	Iteration 105Q: 3 clusters Score -3.89271e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218347 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -38927104.000000 Penalty: 15104.797852
	Iteration 106Q: 3 clusters Score -3.89271e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218361 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -38927140.000000 Penalty: 15104.797852
	Iteration 107Q: 3 clusters Score -3.892714e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218382 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -38927132.000000 Penalty: 15104.797852
	Iteration 108Q: 3 clusters Score -3.892713e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218403 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -38927084.000000 Penalty: 15104.797852
	Iteration 109Q: 3 clusters Score -3.892708e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218423 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -38927116.000000 Penalty: 15104.797852
	Iteration 110Q: 3 clusters Score -3.892712e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218441 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -38927124.000000 Penalty: 15104.797852
	Iteration 111Q: 3 clusters Score -3.892712e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218449 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -38927120.000000 Penalty: 15104.797852
	Iteration 112Q: 3 clusters Score -3.892712e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218460 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -38927124.000000 Penalty: 15104.797852
	Iteration 113Q: 3 clusters Score -3.892712e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218465 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -38927112.000000 Penalty: 15104.797852
	Iteration 114Q: 3 clusters Score -3.892711e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218479 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -38927120.000000 Penalty: 15104.797852
	Iteration 115Q: 3 clusters Score -3.892712e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218493 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -38927104.000000 Penalty: 15104.797852
	Iteration 116Q: 3 clusters Score -3.89271e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218514 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -38927116.000000 Penalty: 15104.797852
	Iteration 117Q: 3 clusters Score -3.892712e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218534 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -38927144.000000 Penalty: 15104.797852
	Iteration 118Q: 3 clusters Score -3.892714e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218549 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -38927160.000000 Penalty: 15104.797852
	Iteration 119Q: 3 clusters Score -3.892716e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218567 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -38927096.000000 Penalty: 15104.797852
	Iteration 120F: 3 clusters Score -3.89271e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218585 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -38927108.000000 Penalty: 15104.797852
	Iteration 121Q: 3 clusters Score -3.892711e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218594 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -38927124.000000 Penalty: 15104.797852
	Iteration 122Q: 3 clusters Score -3.892712e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218601 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -38927132.000000 Penalty: 15104.797852
	Iteration 123Q: 3 clusters Score -3.892713e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218610 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -38927128.000000 Penalty: 15104.797852
	Iteration 124Q: 3 clusters Score -3.892713e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218618 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -38927140.000000 Penalty: 15104.797852
	Iteration 125Q: 3 clusters Score -3.892714e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218630 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -38927132.000000 Penalty: 15104.797852
	Iteration 126Q: 3 clusters Score -3.892713e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218642 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -38927140.000000 Penalty: 15104.797852
	Iteration 127Q: 3 clusters Score -3.892714e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218659 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -38927128.000000 Penalty: 15104.797852
	Iteration 128Q: 3 clusters Score -3.892713e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218679 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -38927124.000000 Penalty: 15104.797852
	Iteration 129Q: 3 clusters Score -3.892712e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218690 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -38927160.000000 Penalty: 15104.797852
	Iteration 130Q: 3 clusters Score -3.892716e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218708 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -38927136.000000 Penalty: 15104.797852
	Iteration 131Q: 3 clusters Score -3.892714e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218715 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -38927140.000000 Penalty: 15104.797852
	Iteration 132Q: 3 clusters Score -3.892714e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218719 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -38927128.000000 Penalty: 15104.797852
	Iteration 133Q: 3 clusters Score -3.892713e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218724 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -38927144.000000 Penalty: 15104.797852
	Iteration 134Q: 3 clusters Score -3.892714e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218733 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -38927128.000000 Penalty: 15104.797852
	Iteration 135Q: 3 clusters Score -3.892713e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218741 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -38927120.000000 Penalty: 15104.797852
	Iteration 136Q: 3 clusters Score -3.892712e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218751 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -38927120.000000 Penalty: 15104.797852
	Iteration 137Q: 3 clusters Score -3.892712e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218763 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -38927132.000000 Penalty: 15104.797852
	Iteration 138Q: 3 clusters Score -3.892713e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218771 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -38927168.000000 Penalty: 15104.797852
	Iteration 139Q: 3 clusters Score -3.892717e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218787 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -38927160.000000 Penalty: 15104.797852
	Iteration 140F: 3 clusters Score -3.892716e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218805 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -38927164.000000 Penalty: 15104.797852
	Iteration 141Q: 3 clusters Score -3.892716e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218825 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -38927160.000000 Penalty: 15104.797852
	Iteration 142Q: 3 clusters Score -3.892716e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218839 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -38927136.000000 Penalty: 15104.797852
	Iteration 143Q: 3 clusters Score -3.892714e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218854 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -38927128.000000 Penalty: 15104.797852
	Iteration 144Q: 3 clusters Score -3.892713e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218869 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -38927148.000000 Penalty: 15104.797852
	Iteration 145Q: 3 clusters Score -3.892715e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218882 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -38927132.000000 Penalty: 15104.797852
	Iteration 146Q: 3 clusters Score -3.892713e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218893 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -38927136.000000 Penalty: 15104.797852
	Iteration 147Q: 3 clusters Score -3.892714e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218908 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -38927152.000000 Penalty: 15104.797852
	Iteration 148Q: 3 clusters Score -3.892715e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218921 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -38927152.000000 Penalty: 15104.797852
	Iteration 149Q: 3 clusters Score -3.892715e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218926 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -38927168.000000 Penalty: 15104.797852
	Iteration 150Q: 3 clusters Score -3.892717e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218933 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -38927172.000000 Penalty: 15104.797852
	Iteration 151Q: 3 clusters Score -3.892717e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218939 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -38927172.000000 Penalty: 15104.797852
	Iteration 152Q: 3 clusters Score -3.892717e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218944 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -38927188.000000 Penalty: 15104.797852
	Iteration 153Q: 3 clusters Score -3.892719e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218949 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -38927164.000000 Penalty: 15104.797852
	Iteration 154Q: 3 clusters Score -3.892716e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218958 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -38927176.000000 Penalty: 15104.797852
	Iteration 155Q: 3 clusters Score -3.892718e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218964 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -38927172.000000 Penalty: 15104.797852
	Iteration 156Q: 3 clusters Score -3.892717e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218967 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -38927184.000000 Penalty: 15104.797852
	Iteration 157Q: 3 clusters Score -3.892718e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218971 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -38927192.000000 Penalty: 15104.797852
	Iteration 158Q: 3 clusters Score -3.892719e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218972 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -38927188.000000 Penalty: 15104.797852
	Iteration 159Q: 3 clusters Score -3.892719e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218973 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -38927192.000000 Penalty: 15104.797852
	Iteration 160F: 3 clusters Score -3.892719e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218974 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -38927180.000000 Penalty: 15104.797852
	Iteration 161Q: 3 clusters Score -3.892718e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218974 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -38927180.000000 Penalty: 15104.797852
	Iteration 162F: 3 clusters Score -3.892718e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Entering Unmasked Estep 
Score: -461962.312500 Penalty: 4852.162598
	Iteration 0F: 2 clusters Score -461962.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -456415.843750 Penalty: 9704.325195
	Iteration 0F: 3 clusters Score -456415.8 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -457184.781250 Penalty: 9704.325195
	Iteration 1F: 3 clusters Score -457184.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -457447.062500 Penalty: 9704.325195
	Iteration 2F: 3 clusters Score -457447.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -457594.906250 Penalty: 9704.325195
	Iteration 3Q: 3 clusters Score -457594.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -457710.906250 Penalty: 9704.325195
	Iteration 4Q: 3 clusters Score -457710.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -457814.281250 Penalty: 9704.325195
	Iteration 5Q: 3 clusters Score -457814.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -457933.437500 Penalty: 9704.325195
	Iteration 6Q: 3 clusters Score -457933.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -458078.031250 Penalty: 9704.325195
	Iteration 7Q: 3 clusters Score -458078 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -458266.500000 Penalty: 9704.325195
	Iteration 8Q: 3 clusters Score -458266.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -458513.312500 Penalty: 9704.325195
	Iteration 9Q: 3 clusters Score -458513.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -458807.531250 Penalty: 9704.325195
	Iteration 10F: 3 clusters Score -458807.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -459208.562500 Penalty: 9704.325195
	Iteration 11F: 3 clusters Score -459208.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -459659.562500 Penalty: 9704.325195
	Iteration 12F: 3 clusters Score -459659.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -460089.562500 Penalty: 9704.325195
	Iteration 13F: 3 clusters Score -460089.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -460628.625000 Penalty: 9704.325195
	Iteration 14F: 3 clusters Score -460628.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -461113.125000 Penalty: 9704.325195
	Iteration 15Q: 3 clusters Score -461113.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -461338.343750 Penalty: 9704.325195
	Iteration 16Q: 3 clusters Score -461338.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -461397.718750 Penalty: 9704.325195
	Iteration 17Q: 3 clusters Score -461397.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -461420.750000 Penalty: 9704.325195
	Iteration 18Q: 3 clusters Score -461420.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -461429.093750 Penalty: 9704.325195
	Iteration 19Q: 3 clusters Score -461429.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -461430.531250 Penalty: 9704.325195
	Iteration 20F: 3 clusters Score -461430.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -461432.062500 Penalty: 9704.325195
	Iteration 21Q: 3 clusters Score -461432.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -461432.062500 Penalty: 9704.325195
	Iteration 22F: 3 clusters Score -461432.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Entering Unmasked Estep 
Score: -1530544.375000 Penalty: 5605.126465
	Iteration 0F: 2 clusters Score -1530544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1520675.375000 Penalty: 11210.252930
	Iteration 0F: 3 clusters Score -1520675 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1522638.500000 Penalty: 11210.252930
	Iteration 1F: 3 clusters Score -1522638 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1523094.250000 Penalty: 11210.252930
	Iteration 2F: 3 clusters Score -1523094 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1523357.125000 Penalty: 11210.252930
	Iteration 3Q: 3 clusters Score -1523357 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1523543.250000 Penalty: 11210.252930
	Iteration 4Q: 3 clusters Score -1523543 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1523681.000000 Penalty: 11210.252930
	Iteration 5Q: 3 clusters Score -1523681 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1523763.125000 Penalty: 11210.252930
	Iteration 6Q: 3 clusters Score -1523763 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1523821.500000 Penalty: 11210.252930
	Iteration 7Q: 3 clusters Score -1523822 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1523872.375000 Penalty: 11210.252930
	Iteration 8Q: 3 clusters Score -1523872 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1523914.000000 Penalty: 11210.252930
	Iteration 9Q: 3 clusters Score -1523914 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1523964.000000 Penalty: 11210.252930
	Iteration 10Q: 3 clusters Score -1523964 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1524013.750000 Penalty: 11210.252930
	Iteration 11Q: 3 clusters Score -1524014 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1524071.375000 Penalty: 11210.252930
	Iteration 12Q: 3 clusters Score -1524071 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1524130.375000 Penalty: 11210.252930
	Iteration 13Q: 3 clusters Score -1524130 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1524179.375000 Penalty: 11210.252930
	Iteration 14Q: 3 clusters Score -1524179 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1524223.250000 Penalty: 11210.252930
	Iteration 15Q: 3 clusters Score -1524223 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1524262.250000 Penalty: 11210.252930
	Iteration 16Q: 3 clusters Score -1524262 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1524304.375000 Penalty: 11210.252930
	Iteration 17Q: 3 clusters Score -1524304 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1524340.125000 Penalty: 11210.252930
	Iteration 18Q: 3 clusters Score -1524340 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1524379.125000 Penalty: 11210.252930
	Iteration 19Q: 3 clusters Score -1524379 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1524418.000000 Penalty: 11210.252930
	Iteration 20F: 3 clusters Score -1524418 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1524445.750000 Penalty: 11210.252930
	Iteration 21Q: 3 clusters Score -1524446 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1524478.250000 Penalty: 11210.252930
	Iteration 22Q: 3 clusters Score -1524478 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1524501.125000 Penalty: 11210.252930
	Iteration 23Q: 3 clusters Score -1524501 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1524529.875000 Penalty: 11210.252930
	Iteration 24Q: 3 clusters Score -1524530 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1524563.125000 Penalty: 11210.252930
	Iteration 25Q: 3 clusters Score -1524563 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1524590.250000 Penalty: 11210.252930
	Iteration 26Q: 3 clusters Score -1524590 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1524620.375000 Penalty: 11210.252930
	Iteration 27Q: 3 clusters Score -1524620 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1524641.750000 Penalty: 11210.252930
	Iteration 28Q: 3 clusters Score -1524642 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1524656.125000 Penalty: 11210.252930
	Iteration 29Q: 3 clusters Score -1524656 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1524676.875000 Penalty: 11210.252930
	Iteration 30Q: 3 clusters Score -1524677 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1524690.375000 Penalty: 11210.252930
	Iteration 31Q: 3 clusters Score -1524690 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1524707.375000 Penalty: 11210.252930
	Iteration 32Q: 3 clusters Score -1524707 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1524729.625000 Penalty: 11210.252930
	Iteration 33Q: 3 clusters Score -1524730 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1524740.750000 Penalty: 11210.252930
	Iteration 34Q: 3 clusters Score -1524741 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1524754.125000 Penalty: 11210.252930
	Iteration 35Q: 3 clusters Score -1524754 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1524767.375000 Penalty: 11210.252930
	Iteration 36Q: 3 clusters Score -1524767 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1524774.250000 Penalty: 11210.252930
	Iteration 37Q: 3 clusters Score -1524774 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1524786.125000 Penalty: 11210.252930
	Iteration 38Q: 3 clusters Score -1524786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1524787.125000 Penalty: 11210.252930
	Iteration 39Q: 3 clusters Score -1524787 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1524795.625000 Penalty: 11210.252930
	Iteration 40F: 3 clusters Score -1524796 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1524803.500000 Penalty: 11210.252930
	Iteration 41Q: 3 clusters Score -1524804 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1524807.875000 Penalty: 11210.252930
	Iteration 42Q: 3 clusters Score -1524808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1524810.750000 Penalty: 11210.252930
	Iteration 43Q: 3 clusters Score -1524811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1524809.500000 Penalty: 11210.252930
	Iteration 44Q: 3 clusters Score -1524810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1524813.375000 Penalty: 11210.252930
	Iteration 45Q: 3 clusters Score -1524813 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1524818.750000 Penalty: 11210.252930
	Iteration 46Q: 3 clusters Score -1524819 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1524822.875000 Penalty: 11210.252930
	Iteration 47Q: 3 clusters Score -1524823 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1524829.625000 Penalty: 11210.252930
	Iteration 48Q: 3 clusters Score -1524830 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1524836.375000 Penalty: 11210.252930
	Iteration 49Q: 3 clusters Score -1524836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1524840.125000 Penalty: 11210.252930
	Iteration 50Q: 3 clusters Score -1524840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1524838.000000 Penalty: 11210.252930
	Iteration 51Q: 3 clusters Score -1524838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1524843.625000 Penalty: 11210.252930
	Iteration 52Q: 3 clusters Score -1524844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1524841.125000 Penalty: 11210.252930
	Iteration 53Q: 3 clusters Score -1524841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1524846.125000 Penalty: 11210.252930
	Iteration 54Q: 3 clusters Score -1524846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1524847.125000 Penalty: 11210.252930
	Iteration 55Q: 3 clusters Score -1524847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1524844.125000 Penalty: 11210.252930
	Iteration 56Q: 3 clusters Score -1524844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1524846.250000 Penalty: 11210.252930
	Iteration 57Q: 3 clusters Score -1524846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1524852.500000 Penalty: 11210.252930
	Iteration 58Q: 3 clusters Score -1524852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1524856.250000 Penalty: 11210.252930
	Iteration 59Q: 3 clusters Score -1524856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1524861.750000 Penalty: 11210.252930
	Iteration 60F: 3 clusters Score -1524862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1524864.000000 Penalty: 11210.252930
	Iteration 61Q: 3 clusters Score -1524864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1524864.750000 Penalty: 11210.252930
	Iteration 62Q: 3 clusters Score -1524865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1524869.875000 Penalty: 11210.252930
	Iteration 63Q: 3 clusters Score -1524870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1524868.625000 Penalty: 11210.252930
	Iteration 64Q: 3 clusters Score -1524869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1524872.875000 Penalty: 11210.252930
	Iteration 65Q: 3 clusters Score -1524873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1524879.375000 Penalty: 11210.252930
	Iteration 66Q: 3 clusters Score -1524879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1524882.000000 Penalty: 11210.252930
	Iteration 67Q: 3 clusters Score -1524882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1524882.750000 Penalty: 11210.252930
	Iteration 68Q: 3 clusters Score -1524883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1524883.625000 Penalty: 11210.252930
	Iteration 69Q: 3 clusters Score -1524884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1524888.750000 Penalty: 11210.252930
	Iteration 70Q: 3 clusters Score -1524889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1524889.125000 Penalty: 11210.252930
	Iteration 71Q: 3 clusters Score -1524889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1524888.625000 Penalty: 11210.252930
	Iteration 72Q: 3 clusters Score -1524889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1524892.625000 Penalty: 11210.252930
	Iteration 73Q: 3 clusters Score -1524893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1524896.875000 Penalty: 11210.252930
	Iteration 74Q: 3 clusters Score -1524897 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1524899.750000 Penalty: 11210.252930
	Iteration 75Q: 3 clusters Score -1524900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1524911.625000 Penalty: 11210.252930
	Iteration 76Q: 3 clusters Score -1524912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1524913.500000 Penalty: 11210.252930
	Iteration 77Q: 3 clusters Score -1524914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1524924.000000 Penalty: 11210.252930
	Iteration 78Q: 3 clusters Score -1524924 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1524935.250000 Penalty: 11210.252930
	Iteration 79Q: 3 clusters Score -1524935 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1524939.750000 Penalty: 11210.252930
	Iteration 80F: 3 clusters Score -1524940 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1524945.625000 Penalty: 11210.252930
	Iteration 81Q: 3 clusters Score -1524946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1524946.500000 Penalty: 11210.252930
	Iteration 82Q: 3 clusters Score -1524946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1524953.125000 Penalty: 11210.252930
	Iteration 83Q: 3 clusters Score -1524953 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1524957.875000 Penalty: 11210.252930
	Iteration 84Q: 3 clusters Score -1524958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1524960.000000 Penalty: 11210.252930
	Iteration 85Q: 3 clusters Score -1524960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1524965.875000 Penalty: 11210.252930
	Iteration 86Q: 3 clusters Score -1524966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1524968.750000 Penalty: 11210.252930
	Iteration 87Q: 3 clusters Score -1524969 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1524975.375000 Penalty: 11210.252930
	Iteration 88Q: 3 clusters Score -1524975 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1524983.750000 Penalty: 11210.252930
	Iteration 89Q: 3 clusters Score -1524984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1524984.875000 Penalty: 11210.252930
	Iteration 90Q: 3 clusters Score -1524985 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1524986.750000 Penalty: 11210.252930
	Iteration 91Q: 3 clusters Score -1524987 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1524996.250000 Penalty: 11210.252930
	Iteration 92Q: 3 clusters Score -1524996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1525005.250000 Penalty: 11210.252930
	Iteration 93Q: 3 clusters Score -1525005 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1525006.625000 Penalty: 11210.252930
	Iteration 94Q: 3 clusters Score -1525007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1525010.125000 Penalty: 11210.252930
	Iteration 95Q: 3 clusters Score -1525010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1525012.375000 Penalty: 11210.252930
	Iteration 96Q: 3 clusters Score -1525012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1525016.875000 Penalty: 11210.252930
	Iteration 97Q: 3 clusters Score -1525017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1525021.625000 Penalty: 11210.252930
	Iteration 98Q: 3 clusters Score -1525022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1525021.000000 Penalty: 11210.252930
	Iteration 99Q: 3 clusters Score -1525021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1525024.500000 Penalty: 11210.252930
	Iteration 100F: 3 clusters Score -1525024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1525029.375000 Penalty: 11210.252930
	Iteration 101Q: 3 clusters Score -1525029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1525033.000000 Penalty: 11210.252930
	Iteration 102Q: 3 clusters Score -1525033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1525032.375000 Penalty: 11210.252930
	Iteration 103Q: 3 clusters Score -1525032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1525031.500000 Penalty: 11210.252930
	Iteration 104Q: 3 clusters Score -1525032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1525031.625000 Penalty: 11210.252930
	Iteration 105Q: 3 clusters Score -1525032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1525031.375000 Penalty: 11210.252930
	Iteration 106Q: 3 clusters Score -1525031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1525034.125000 Penalty: 11210.252930
	Iteration 107Q: 3 clusters Score -1525034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1525033.250000 Penalty: 11210.252930
	Iteration 108Q: 3 clusters Score -1525033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1525034.875000 Penalty: 11210.252930
	Iteration 109Q: 3 clusters Score -1525035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1525034.875000 Penalty: 11210.252930
	Iteration 110F: 3 clusters Score -1525035 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26830 members 
Entering Unmasked Estep 
Score: -4438316.500000 Penalty: 6245.831543
	Iteration 0F: 2 clusters Score -4438316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -4417640.000000 Penalty: 12491.663086
	Iteration 0F: 3 clusters Score -4417640 nChanged 11138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -4423620.500000 Penalty: 12491.663086
	Iteration 1F: 3 clusters Score -4423620 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -4424506.500000 Penalty: 12491.663086
	Iteration 2F: 3 clusters Score -4424506 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -4425180.000000 Penalty: 12491.663086
	Iteration 3F: 3 clusters Score -4425180 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -4425657.500000 Penalty: 12491.663086
	Iteration 4Q: 3 clusters Score -4425658 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -4425994.000000 Penalty: 12491.663086
	Iteration 5Q: 3 clusters Score -4425994 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -4426287.500000 Penalty: 12491.663086
	Iteration 6Q: 3 clusters Score -4426288 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -4426484.000000 Penalty: 12491.663086
	Iteration 7Q: 3 clusters Score -4426484 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -4426666.500000 Penalty: 12491.663086
	Iteration 8Q: 3 clusters Score -4426666 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -4426840.000000 Penalty: 12491.663086
	Iteration 9Q: 3 clusters Score -4426840 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -4426978.000000 Penalty: 12491.663086
	Iteration 10Q: 3 clusters Score -4426978 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -4427119.500000 Penalty: 12491.663086
	Iteration 11Q: 3 clusters Score -4427120 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -4427270.500000 Penalty: 12491.663086
	Iteration 12Q: 3 clusters Score -4427270 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -4427395.000000 Penalty: 12491.663086
	Iteration 13Q: 3 clusters Score -4427395 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -4427531.000000 Penalty: 12491.663086
	Iteration 14Q: 3 clusters Score -4427531 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -4427697.000000 Penalty: 12491.663086
	Iteration 15Q: 3 clusters Score -4427697 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -4427802.500000 Penalty: 12491.663086
	Iteration 16Q: 3 clusters Score -4427802 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -4427922.000000 Penalty: 12491.663086
	Iteration 17Q: 3 clusters Score -4427922 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -4427998.500000 Penalty: 12491.663086
	Iteration 18Q: 3 clusters Score -4427998 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -4428096.000000 Penalty: 12491.663086
	Iteration 19Q: 3 clusters Score -4428096 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -4428152.500000 Penalty: 12491.663086
	Iteration 20F: 3 clusters Score -4428152 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -4428244.500000 Penalty: 12491.663086
	Iteration 21Q: 3 clusters Score -4428244 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -4428359.500000 Penalty: 12491.663086
	Iteration 22Q: 3 clusters Score -4428360 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -4428465.500000 Penalty: 12491.663086
	Iteration 23Q: 3 clusters Score -4428466 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -4428563.500000 Penalty: 12491.663086
	Iteration 24Q: 3 clusters Score -4428564 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -4428691.500000 Penalty: 12491.663086
	Iteration 25Q: 3 clusters Score -4428692 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -4428813.000000 Penalty: 12491.663086
	Iteration 26Q: 3 clusters Score -4428813 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -4428962.000000 Penalty: 12491.663086
	Iteration 27Q: 3 clusters Score -4428962 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -4429115.000000 Penalty: 12491.663086
	Iteration 28Q: 3 clusters Score -4429115 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -4429316.000000 Penalty: 12491.663086
	Iteration 29Q: 3 clusters Score -4429316 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -4429563.000000 Penalty: 12491.663086
	Iteration 30Q: 3 clusters Score -4429563 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -4429837.500000 Penalty: 12491.663086
	Iteration 31Q: 3 clusters Score -4429838 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -4430154.000000 Penalty: 12491.663086
	Iteration 32Q: 3 clusters Score -4430154 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -4430451.500000 Penalty: 12491.663086
	Iteration 33Q: 3 clusters Score -4430452 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -4430701.000000 Penalty: 12491.663086
	Iteration 34Q: 3 clusters Score -4430701 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -4430947.500000 Penalty: 12491.663086
	Iteration 35Q: 3 clusters Score -4430948 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -4431159.500000 Penalty: 12491.663086
	Iteration 36Q: 3 clusters Score -4431160 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -4431314.500000 Penalty: 12491.663086
	Iteration 37Q: 3 clusters Score -4431314 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -4431432.000000 Penalty: 12491.663086
	Iteration 38Q: 3 clusters Score -4431432 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -4431538.500000 Penalty: 12491.663086
	Iteration 39Q: 3 clusters Score -4431538 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -4431631.000000 Penalty: 12491.663086
	Iteration 40F: 3 clusters Score -4431631 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -4431688.000000 Penalty: 12491.663086
	Iteration 41Q: 3 clusters Score -4431688 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -4431780.500000 Penalty: 12491.663086
	Iteration 42Q: 3 clusters Score -4431780 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -4431849.000000 Penalty: 12491.663086
	Iteration 43Q: 3 clusters Score -4431849 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -4431917.000000 Penalty: 12491.663086
	Iteration 44Q: 3 clusters Score -4431917 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -4431965.000000 Penalty: 12491.663086
	Iteration 45Q: 3 clusters Score -4431965 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -4432027.000000 Penalty: 12491.663086
	Iteration 46Q: 3 clusters Score -4432027 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -4432059.000000 Penalty: 12491.663086
	Iteration 47Q: 3 clusters Score -4432059 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -4432108.500000 Penalty: 12491.663086
	Iteration 48Q: 3 clusters Score -4432108 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -4432148.000000 Penalty: 12491.663086
	Iteration 49Q: 3 clusters Score -4432148 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -4432208.500000 Penalty: 12491.663086
	Iteration 50Q: 3 clusters Score -4432208 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -4432227.000000 Penalty: 12491.663086
	Iteration 51Q: 3 clusters Score -4432227 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -4432276.500000 Penalty: 12491.663086
	Iteration 52Q: 3 clusters Score -4432276 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -4432320.000000 Penalty: 12491.663086
	Iteration 53Q: 3 clusters Score -4432320 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -4432383.000000 Penalty: 12491.663086
	Iteration 54Q: 3 clusters Score -4432383 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -4432446.500000 Penalty: 12491.663086
	Iteration 55Q: 3 clusters Score -4432446 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -4432523.500000 Penalty: 12491.663086
	Iteration 56Q: 3 clusters Score -4432524 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -4432600.500000 Penalty: 12491.663086
	Iteration 57Q: 3 clusters Score -4432600 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -4432680.000000 Penalty: 12491.663086
	Iteration 58Q: 3 clusters Score -4432680 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -4432731.500000 Penalty: 12491.663086
	Iteration 59Q: 3 clusters Score -4432732 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -4432805.500000 Penalty: 12491.663086
	Iteration 60F: 3 clusters Score -4432806 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -4432872.000000 Penalty: 12491.663086
	Iteration 61Q: 3 clusters Score -4432872 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -4432940.500000 Penalty: 12491.663086
	Iteration 62Q: 3 clusters Score -4432940 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -4432987.500000 Penalty: 12491.663086
	Iteration 63Q: 3 clusters Score -4432988 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -4433029.000000 Penalty: 12491.663086
	Iteration 64Q: 3 clusters Score -4433029 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -4433099.000000 Penalty: 12491.663086
	Iteration 65Q: 3 clusters Score -4433099 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -4433129.500000 Penalty: 12491.663086
	Iteration 66Q: 3 clusters Score -4433130 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -4433169.500000 Penalty: 12491.663086
	Iteration 67Q: 3 clusters Score -4433170 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -4433198.000000 Penalty: 12491.663086
	Iteration 68Q: 3 clusters Score -4433198 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -4433236.000000 Penalty: 12491.663086
	Iteration 69Q: 3 clusters Score -4433236 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24006 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -4433273.000000 Penalty: 12491.663086
	Iteration 70Q: 3 clusters Score -4433273 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -4433313.500000 Penalty: 12491.663086
	Iteration 71Q: 3 clusters Score -4433314 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -4433343.500000 Penalty: 12491.663086
	Iteration 72Q: 3 clusters Score -4433344 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24246 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -4433365.000000 Penalty: 12491.663086
	Iteration 73Q: 3 clusters Score -4433365 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -4433415.000000 Penalty: 12491.663086
	Iteration 74Q: 3 clusters Score -4433415 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -4433443.000000 Penalty: 12491.663086
	Iteration 75Q: 3 clusters Score -4433443 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24470 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -4433478.500000 Penalty: 12491.663086
	Iteration 76Q: 3 clusters Score -4433478 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -4433525.000000 Penalty: 12491.663086
	Iteration 77Q: 3 clusters Score -4433525 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -4433556.500000 Penalty: 12491.663086
	Iteration 78Q: 3 clusters Score -4433556 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -4433577.500000 Penalty: 12491.663086
	Iteration 79Q: 3 clusters Score -4433578 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24726 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -4433602.000000 Penalty: 12491.663086
	Iteration 80F: 3 clusters Score -4433602 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -4433648.000000 Penalty: 12491.663086
	Iteration 81Q: 3 clusters Score -4433648 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24833 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -4433667.000000 Penalty: 12491.663086
	Iteration 82Q: 3 clusters Score -4433667 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24867 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -4433690.500000 Penalty: 12491.663086
	Iteration 83Q: 3 clusters Score -4433690 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -4433705.000000 Penalty: 12491.663086
	Iteration 84Q: 3 clusters Score -4433705 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -4433726.000000 Penalty: 12491.663086
	Iteration 85Q: 3 clusters Score -4433726 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -4433735.000000 Penalty: 12491.663086
	Iteration 86Q: 3 clusters Score -4433735 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -4433743.500000 Penalty: 12491.663086
	Iteration 87Q: 3 clusters Score -4433744 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -4433767.500000 Penalty: 12491.663086
	Iteration 88Q: 3 clusters Score -4433768 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -4433792.000000 Penalty: 12491.663086
	Iteration 89Q: 3 clusters Score -4433792 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -4433776.500000 Penalty: 12491.663086
	Iteration 90Q: 3 clusters Score -4433776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -4433786.000000 Penalty: 12491.663086
	Iteration 91Q: 3 clusters Score -4433786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -4433792.000000 Penalty: 12491.663086
	Iteration 92Q: 3 clusters Score -4433792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25088 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -4433803.500000 Penalty: 12491.663086
	Iteration 93Q: 3 clusters Score -4433804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -4433800.500000 Penalty: 12491.663086
	Iteration 94Q: 3 clusters Score -4433800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -4433802.000000 Penalty: 12491.663086
	Iteration 95Q: 3 clusters Score -4433802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -4433800.500000 Penalty: 12491.663086
	Iteration 96Q: 3 clusters Score -4433800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25097 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -4433800.500000 Penalty: 12491.663086
	Iteration 97Q: 3 clusters Score -4433800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -4433807.000000 Penalty: 12491.663086
	Iteration 98Q: 3 clusters Score -4433807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -4433812.500000 Penalty: 12491.663086
	Iteration 99Q: 3 clusters Score -4433812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25102 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -4433807.500000 Penalty: 12491.663086
	Iteration 100F: 3 clusters Score -4433808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -4433812.500000 Penalty: 12491.663086
	Iteration 101Q: 3 clusters Score -4433812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25105 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -4433814.000000 Penalty: 12491.663086
	Iteration 102Q: 3 clusters Score -4433814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25107 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -4433817.500000 Penalty: 12491.663086
	Iteration 103Q: 3 clusters Score -4433818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25110 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -4433822.000000 Penalty: 12491.663086
	Iteration 104Q: 3 clusters Score -4433822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25114 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -4433822.500000 Penalty: 12491.663086
	Iteration 105Q: 3 clusters Score -4433822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25117 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -4433817.000000 Penalty: 12491.663086
	Iteration 106Q: 3 clusters Score -4433817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25119 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -4433815.500000 Penalty: 12491.663086
	Iteration 107Q: 3 clusters Score -4433816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -4433823.000000 Penalty: 12491.663086
	Iteration 108Q: 3 clusters Score -4433823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -4433823.000000 Penalty: 12491.663086
	Iteration 109F: 3 clusters Score -4433823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (47713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47713 members 
Entering Unmasked Estep 
Score: -8280939.500000 Penalty: 6598.437012
	Iteration 0F: 2 clusters Score -8280940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -8246742.000000 Penalty: 13196.874023
	Iteration 0F: 3 clusters Score -8246742 nChanged 20874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 24905 members 
Entering Unmasked Estep 
Score: -8257809.000000 Penalty: 13196.874023
	Iteration 1F: 3 clusters Score -8257809 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -8258776 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -8259776.000000 Penalty: 13196.874023
	Iteration 3Q: 3 clusters Score -8259776 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 27319 members 
Entering Unmasked Estep 
Score: -8260961.000000 Penalty: 13196.874023
	Iteration 4Q: 3 clusters Score -8260961 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 28294 members 
Entering Unmasked Estep 
Score: -8262299.000000 Penalty: 13196.874023
	Iteration 5Q: 3 clusters Score -8262299 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 29386 members 
Entering Unmasked Estep 
Score: -8263814.000000 Penalty: 13196.874023
	Iteration 6Q: 3 clusters Score -8263814 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 30413 members 
Entering Unmasked Estep 
Score: -8265206.500000 Penalty: 13196.874023
	Iteration 7Q: 3 clusters Score -8265206 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 31327 members 
Entering Unmasked Estep 
Score: -8266328.000000 Penalty: 13196.874023
	Iteration 8Q: 3 clusters Score -8266328 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 32194 members 
Entering Unmasked Estep 
Score: -8267315.500000 Penalty: 13196.874023
	Iteration 9Q: 3 clusters Score -8267316 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 32986 members 
Entering Unmasked Estep 
Score: -8268079.000000 Penalty: 13196.874023
	Iteration 10Q: 3 clusters Score -8268079 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 33767 members 
Entering Unmasked Estep 
Score: -8268773.000000 Penalty: 13196.874023
	Iteration 11Q: 3 clusters Score -8268773 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 34537 members 
Entering Unmasked Estep 
Score: -8269317.000000 Penalty: 13196.874023
	Iteration 12Q: 3 clusters Score -8269317 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 35291 members 
Entering Unmasked Estep 
Score: -8269852.500000 Penalty: 13196.874023
	Iteration 13Q: 3 clusters Score -8269852 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 36073 members 
Entering Unmasked Estep 
Score: -8270351.500000 Penalty: 13196.874023
	Iteration 14Q: 3 clusters Score -8270352 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 36904 members 
Entering Unmasked Estep 
Score: -8270837.000000 Penalty: 13196.874023
	Iteration 15Q: 3 clusters Score -8270837 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 37663 members 
Entering Unmasked Estep 
Score: -8271286.000000 Penalty: 13196.874023
	Iteration 16Q: 3 clusters Score -8271286 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 38400 members 
Entering Unmasked Estep 
Score: -8271775.500000 Penalty: 13196.874023
	Iteration 17Q: 3 clusters Score -8271776 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 39107 members 
Entering Unmasked Estep 
Score: -8272156.500000 Penalty: 13196.874023
	Iteration 18Q: 3 clusters Score -8272156 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 39759 members 
Entering Unmasked Estep 
Score: -8272511.500000 Penalty: 13196.874023
	Iteration 19Q: 3 clusters Score -8272512 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 40337 members 
Entering Unmasked Estep 
Score: -8272796.500000 Penalty: 13196.874023
	Iteration 20F: 3 clusters Score -8272796 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -8273068.000000 Penalty: 13196.874023
	Iteration 21Q: 3 clusters Score -8273068 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 41407 members 
Entering Unmasked Estep 
Score: -8273327.500000 Penalty: 13196.874023
	Iteration 22Q: 3 clusters Score -8273328 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 41838 members 
Entering Unmasked Estep 
Score: -8273557.500000 Penalty: 13196.874023
	Iteration 23Q: 3 clusters Score -8273558 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 42261 members 
Entering Unmasked Estep 
Score: -8273779.000000 Penalty: 13196.874023
	Iteration 24Q: 3 clusters Score -8273779 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 42648 members 
Entering Unmasked Estep 
Score: -8273943.500000 Penalty: 13196.874023
	Iteration 25Q: 3 clusters Score -8273944 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 43027 members 
Entering Unmasked Estep 
Score: -8274113.000000 Penalty: 13196.874023
	Iteration 26Q: 3 clusters Score -8274113 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 43316 members 
Entering Unmasked Estep 
Score: -8274233.000000 Penalty: 13196.874023
	Iteration 27Q: 3 clusters Score -8274233 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 43554 members 
Entering Unmasked Estep 
Score: -8274322.500000 Penalty: 13196.874023
	Iteration 28Q: 3 clusters Score -8274322 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 43802 members 
Entering Unmasked Estep 
Score: -8274469.500000 Penalty: 13196.874023
	Iteration 29Q: 3 clusters Score -8274470 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 44016 members 
Entering Unmasked Estep 
Score: -8274547.500000 Penalty: 13196.874023
	Iteration 30Q: 3 clusters Score -8274548 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 44208 members 
Entering Unmasked Estep 
Score: -8274634.000000 Penalty: 13196.874023
	Iteration 31Q: 3 clusters Score -8274634 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 44361 members 
Entering Unmasked Estep 
Score: -8274723.000000 Penalty: 13196.874023
	Iteration 32Q: 3 clusters Score -8274723 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 44487 members 
Entering Unmasked Estep 
Score: -8274789.000000 Penalty: 13196.874023
	Iteration 33Q: 3 clusters Score -8274789 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 44611 members 
Entering Unmasked Estep 
Score: -8274847.000000 Penalty: 13196.874023
	Iteration 34Q: 3 clusters Score -8274847 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 44721 members 
Entering Unmasked Estep 
Score: -8274895.000000 Penalty: 13196.874023
	Iteration 35Q: 3 clusters Score -8274895 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 44808 members 
Entering Unmasked Estep 
Score: -8274933.000000 Penalty: 13196.874023
	Iteration 36Q: 3 clusters Score -8274933 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 44896 members 
Entering Unmasked Estep 
Score: -8274961.500000 Penalty: 13196.874023
	Iteration 37Q: 3 clusters Score -8274962 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 44960 members 
Entering Unmasked Estep 
Score: -8274994.500000 Penalty: 13196.874023
	Iteration 38Q: 3 clusters Score -8274994 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 45027 members 
Entering Unmasked Estep 
Score: -8275019.500000 Penalty: 13196.874023
	Iteration 39Q: 3 clusters Score -8275020 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 45084 members 
Entering Unmasked Estep 
Score: -8275051.000000 Penalty: 13196.874023
	Iteration 40F: 3 clusters Score -8275051 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 45137 members 
Entering Unmasked Estep 
Score: -8275083.000000 Penalty: 13196.874023
	Iteration 41Q: 3 clusters Score -8275083 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 45197 members 
Entering Unmasked Estep 
Score: -8275099.500000 Penalty: 13196.874023
	Iteration 42Q: 3 clusters Score -8275100 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 45245 members 
Entering Unmasked Estep 
Score: -8275112.500000 Penalty: 13196.874023
	Iteration 43Q: 3 clusters Score -8275112 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 45281 members 
Entering Unmasked Estep 
Score: -8275134.500000 Penalty: 13196.874023
	Iteration 44Q: 3 clusters Score -8275134 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 45321 members 
Entering Unmasked Estep 
Score: -8275145.000000 Penalty: 13196.874023
	Iteration 45Q: 3 clusters Score -8275145 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 45351 members 
Entering Unmasked Estep 
Score: -8275156.000000 Penalty: 13196.874023
	Iteration 46Q: 3 clusters Score -8275156 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 45378 members 
Entering Unmasked Estep 
Score: -8275164.000000 Penalty: 13196.874023
	Iteration 47Q: 3 clusters Score -8275164 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 45400 members 
Entering Unmasked Estep 
Score: -8275182.500000 Penalty: 13196.874023
	Iteration 48Q: 3 clusters Score -8275182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 45417 members 
Entering Unmasked Estep 
Score: -8275183.500000 Penalty: 13196.874023
	Iteration 49Q: 3 clusters Score -8275184 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 45438 members 
Entering Unmasked Estep 
Score: -8275200.000000 Penalty: 13196.874023
	Iteration 50Q: 3 clusters Score -8275200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 45451 members 
Entering Unmasked Estep 
Score: -8275203.500000 Penalty: 13196.874023
	Iteration 51Q: 3 clusters Score -8275204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 45463 members 
Entering Unmasked Estep 
Score: -8275206.500000 Penalty: 13196.874023
	Iteration 52Q: 3 clusters Score -8275206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 45476 members 
Entering Unmasked Estep 
Score: -8275228.000000 Penalty: 13196.874023
	Iteration 53Q: 3 clusters Score -8275228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 45484 members 
Entering Unmasked Estep 
Score: -8275228.500000 Penalty: 13196.874023
	Iteration 54Q: 3 clusters Score -8275228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 45495 members 
Entering Unmasked Estep 
Score: -8275221.500000 Penalty: 13196.874023
	Iteration 55Q: 3 clusters Score -8275222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 45504 members 
Entering Unmasked Estep 
Score: -8275224.000000 Penalty: 13196.874023
	Iteration 56Q: 3 clusters Score -8275224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 45513 members 
Entering Unmasked Estep 
Score: -8275225.500000 Penalty: 13196.874023
	Iteration 57Q: 3 clusters Score -8275226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 45515 members 
Entering Unmasked Estep 
Score: -8275236.500000 Penalty: 13196.874023
	Iteration 58Q: 3 clusters Score -8275236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 45521 members 
Entering Unmasked Estep 
Score: -8275235.500000 Penalty: 13196.874023
	Iteration 59Q: 3 clusters Score -8275236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 45527 members 
Entering Unmasked Estep 
Score: -8275235.000000 Penalty: 13196.874023
	Iteration 60F: 3 clusters Score -8275235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 45533 members 
Entering Unmasked Estep 
Score: -8275241.500000 Penalty: 13196.874023
	Iteration 61Q: 3 clusters Score -8275242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 45544 members 
Entering Unmasked Estep 
Score: -8275230.500000 Penalty: 13196.874023
	Iteration 62Q: 3 clusters Score -8275230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 45551 members 
Entering Unmasked Estep 
Score: -8275230.000000 Penalty: 13196.874023
	Iteration 63Q: 3 clusters Score -8275230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 45554 members 
Entering Unmasked Estep 
Score: -8275227.500000 Penalty: 13196.874023
	Iteration 64Q: 3 clusters Score -8275228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 45554 members 
Entering Unmasked Estep 
Score: -8275237.000000 Penalty: 13196.874023
	Iteration 65Q: 3 clusters Score -8275237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 45555 members 
Entering Unmasked Estep 
Score: -8275242.000000 Penalty: 13196.874023
	Iteration 66Q: 3 clusters Score -8275242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 45557 members 
Entering Unmasked Estep 
Score: -8275249.500000 Penalty: 13196.874023
	Iteration 67Q: 3 clusters Score -8275250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 45562 members 
Entering Unmasked Estep 
Score: -8275253.000000 Penalty: 13196.874023
	Iteration 68Q: 3 clusters Score -8275253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 45565 members 
Entering Unmasked Estep 
Score: -8275251.000000 Penalty: 13196.874023
	Iteration 69Q: 3 clusters Score -8275251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 45569 members 
Entering Unmasked Estep 
Score: -8275256.000000 Penalty: 13196.874023
	Iteration 70Q: 3 clusters Score -8275256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 45569 members 
Entering Unmasked Estep 
Score: -8275257.000000 Penalty: 13196.874023
	Iteration 71Q: 3 clusters Score -8275257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 45571 members 
Entering Unmasked Estep 
Score: -8275248.500000 Penalty: 13196.874023
	Iteration 72Q: 3 clusters Score -8275248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 45573 members 
Entering Unmasked Estep 
Score: -8275248.000000 Penalty: 13196.874023
	Iteration 73Q: 3 clusters Score -8275248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 45574 members 
Entering Unmasked Estep 
Score: -8275249.500000 Penalty: 13196.874023
	Iteration 74Q: 3 clusters Score -8275250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 45578 members 
Entering Unmasked Estep 
Score: -8275265.000000 Penalty: 13196.874023
	Iteration 75Q: 3 clusters Score -8275265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 45578 members 
Entering Unmasked Estep 
Score: -8275265.000000 Penalty: 13196.874023
	Iteration 76F: 3 clusters Score -8275265 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Entering Unmasked Estep 
Score: -2699380.500000 Penalty: 5941.002441
	Iteration 0F: 2 clusters Score -2699380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -2685257.000000 Penalty: 11882.004883
	Iteration 0F: 3 clusters Score -2685257 nChanged 6532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -2688795.750000 Penalty: 11882.004883
	Iteration 1F: 3 clusters Score -2688796 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -2689544.750000 Penalty: 11882.004883
	Iteration 2F: 3 clusters Score -2689545 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -2690214.500000 Penalty: 11882.004883
	Iteration 3F: 3 clusters Score -2690214 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -2690891.000000 Penalty: 11882.004883
	Iteration 4F: 3 clusters Score -2690891 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -2691584.500000 Penalty: 11882.004883
	Iteration 5F: 3 clusters Score -2691584 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -2692216.250000 Penalty: 11882.004883
	Iteration 6F: 3 clusters Score -2692216 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -2692790.500000 Penalty: 11882.004883
	Iteration 7F: 3 clusters Score -2692790 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -2693309.250000 Penalty: 11882.004883
	Iteration 8Q: 3 clusters Score -2693309 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -2693750.250000 Penalty: 11882.004883
	Iteration 9Q: 3 clusters Score -2693750 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -2694144.750000 Penalty: 11882.004883
	Iteration 10Q: 3 clusters Score -2694145 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -2694484.000000 Penalty: 11882.004883
	Iteration 11Q: 3 clusters Score -2694484 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -2694753.750000 Penalty: 11882.004883
	Iteration 12Q: 3 clusters Score -2694754 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -2694956.000000 Penalty: 11882.004883
	Iteration 13Q: 3 clusters Score -2694956 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -2695118.250000 Penalty: 11882.004883
	Iteration 14Q: 3 clusters Score -2695118 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -2695253.000000 Penalty: 11882.004883
	Iteration 15Q: 3 clusters Score -2695253 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -2695331.250000 Penalty: 11882.004883
	Iteration 16Q: 3 clusters Score -2695331 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -2695409.250000 Penalty: 11882.004883
	Iteration 17Q: 3 clusters Score -2695409 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -2695469.750000 Penalty: 11882.004883
	Iteration 18Q: 3 clusters Score -2695470 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -2695529.250000 Penalty: 11882.004883
	Iteration 19Q: 3 clusters Score -2695529 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -2695567.000000 Penalty: 11882.004883
	Iteration 20F: 3 clusters Score -2695567 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -2695593.000000 Penalty: 11882.004883
	Iteration 21Q: 3 clusters Score -2695593 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -2695616.750000 Penalty: 11882.004883
	Iteration 22Q: 3 clusters Score -2695617 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -2695631.250000 Penalty: 11882.004883
	Iteration 23Q: 3 clusters Score -2695631 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -2695649.500000 Penalty: 11882.004883
	Iteration 24Q: 3 clusters Score -2695650 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -2695653.250000 Penalty: 11882.004883
	Iteration 25Q: 3 clusters Score -2695653 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -2695671.500000 Penalty: 11882.004883
	Iteration 26Q: 3 clusters Score -2695672 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -2695684.750000 Penalty: 11882.004883
	Iteration 27Q: 3 clusters Score -2695685 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -2695691.250000 Penalty: 11882.004883
	Iteration 28Q: 3 clusters Score -2695691 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -2695693.750000 Penalty: 11882.004883
	Iteration 29Q: 3 clusters Score -2695694 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -2695703.500000 Penalty: 11882.004883
	Iteration 30Q: 3 clusters Score -2695704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -2695704.250000 Penalty: 11882.004883
	Iteration 31Q: 3 clusters Score -2695704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -2695709.250000 Penalty: 11882.004883
	Iteration 32Q: 3 clusters Score -2695709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -2695713.250000 Penalty: 11882.004883
	Iteration 33Q: 3 clusters Score -2695713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -2695719.000000 Penalty: 11882.004883
	Iteration 34Q: 3 clusters Score -2695719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -2695717.750000 Penalty: 11882.004883
	Iteration 35Q: 3 clusters Score -2695718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -2695724.250000 Penalty: 11882.004883
	Iteration 36Q: 3 clusters Score -2695724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -2695723.500000 Penalty: 11882.004883
	Iteration 37Q: 3 clusters Score -2695724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -2695729.000000 Penalty: 11882.004883
	Iteration 38Q: 3 clusters Score -2695729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -2695726.000000 Penalty: 11882.004883
	Iteration 39Q: 3 clusters Score -2695726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -2695729.000000 Penalty: 11882.004883
	Iteration 40F: 3 clusters Score -2695729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -2695731.750000 Penalty: 11882.004883
	Iteration 41Q: 3 clusters Score -2695732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -2695732.500000 Penalty: 11882.004883
	Iteration 42Q: 3 clusters Score -2695732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -2695735.000000 Penalty: 11882.004883
	Iteration 43Q: 3 clusters Score -2695735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -2695731.250000 Penalty: 11882.004883
	Iteration 44Q: 3 clusters Score -2695731 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -2695740.750000 Penalty: 11882.004883
	Iteration 45Q: 3 clusters Score -2695741 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -2695750.250000 Penalty: 11882.004883
	Iteration 46Q: 3 clusters Score -2695750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -2695744.250000 Penalty: 11882.004883
	Iteration 47Q: 3 clusters Score -2695744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -2695745.500000 Penalty: 11882.004883
	Iteration 48Q: 3 clusters Score -2695746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -2695750.500000 Penalty: 11882.004883
	Iteration 49Q: 3 clusters Score -2695750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -2695751.000000 Penalty: 11882.004883
	Iteration 50Q: 3 clusters Score -2695751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -2695748.500000 Penalty: 11882.004883
	Iteration 51Q: 3 clusters Score -2695748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -2695748.750000 Penalty: 11882.004883
	Iteration 52Q: 3 clusters Score -2695749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -2695750.750000 Penalty: 11882.004883
	Iteration 53Q: 3 clusters Score -2695751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -2695752.000000 Penalty: 11882.004883
	Iteration 54Q: 3 clusters Score -2695752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -2695747.500000 Penalty: 11882.004883
	Iteration 55Q: 3 clusters Score -2695748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -2695747.500000 Penalty: 11882.004883
	Iteration 56F: 3 clusters Score -2695748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (21093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Entering Unmasked Estep 
Score: -3657721.250000 Penalty: 6098.476562
	Iteration 0F: 2 clusters Score -3657721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -3640525.250000 Penalty: 12196.953125
	Iteration 0F: 3 clusters Score -3640525 nChanged 8576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -3645022.750000 Penalty: 12196.953125
	Iteration 1F: 3 clusters Score -3645023 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -3645865.500000 Penalty: 12196.953125
	Iteration 2F: 3 clusters Score -3645866 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -3646612.250000 Penalty: 12196.953125
	Iteration 3F: 3 clusters Score -3646612 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -3647188.750000 Penalty: 12196.953125
	Iteration 4Q: 3 clusters Score -3647189 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -3647660.500000 Penalty: 12196.953125
	Iteration 5Q: 3 clusters Score -3647660 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -3648085.500000 Penalty: 12196.953125
	Iteration 6Q: 3 clusters Score -3648086 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -3648492.000000 Penalty: 12196.953125
	Iteration 7Q: 3 clusters Score -3648492 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -3648854.500000 Penalty: 12196.953125
	Iteration 8Q: 3 clusters Score -3648854 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -3649226.000000 Penalty: 12196.953125
	Iteration 9Q: 3 clusters Score -3649226 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -3649592.750000 Penalty: 12196.953125
	Iteration 10Q: 3 clusters Score -3649593 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -3649923.500000 Penalty: 12196.953125
	Iteration 11Q: 3 clusters Score -3649924 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -3650222.750000 Penalty: 12196.953125
	Iteration 12Q: 3 clusters Score -3650223 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -3650501.250000 Penalty: 12196.953125
	Iteration 13Q: 3 clusters Score -3650501 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -3650768.250000 Penalty: 12196.953125
	Iteration 14Q: 3 clusters Score -3650768 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -3651006.500000 Penalty: 12196.953125
	Iteration 15Q: 3 clusters Score -3651006 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -3651218.000000 Penalty: 12196.953125
	Iteration 16Q: 3 clusters Score -3651218 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -3651442.750000 Penalty: 12196.953125
	Iteration 17Q: 3 clusters Score -3651443 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -3651719.250000 Penalty: 12196.953125
	Iteration 18Q: 3 clusters Score -3651719 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -3651967.000000 Penalty: 12196.953125
	Iteration 19Q: 3 clusters Score -3651967 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -3652231.500000 Penalty: 12196.953125
	Iteration 20F: 3 clusters Score -3652232 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -3652488.500000 Penalty: 12196.953125
	Iteration 21Q: 3 clusters Score -3652488 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -3652704.250000 Penalty: 12196.953125
	Iteration 22Q: 3 clusters Score -3652704 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -3652878.000000 Penalty: 12196.953125
	Iteration 23Q: 3 clusters Score -3652878 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -3653060.000000 Penalty: 12196.953125
	Iteration 24Q: 3 clusters Score -3653060 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -3653254.500000 Penalty: 12196.953125
	Iteration 25Q: 3 clusters Score -3653254 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -3653418.250000 Penalty: 12196.953125
	Iteration 26Q: 3 clusters Score -3653418 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -3653580.250000 Penalty: 12196.953125
	Iteration 27Q: 3 clusters Score -3653580 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -3653699.000000 Penalty: 12196.953125
	Iteration 28Q: 3 clusters Score -3653699 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -3653821.500000 Penalty: 12196.953125
	Iteration 29Q: 3 clusters Score -3653822 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -3653936.000000 Penalty: 12196.953125
	Iteration 30Q: 3 clusters Score -3653936 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -3654041.250000 Penalty: 12196.953125
	Iteration 31Q: 3 clusters Score -3654041 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -3654116.250000 Penalty: 12196.953125
	Iteration 32Q: 3 clusters Score -3654116 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -3654175.500000 Penalty: 12196.953125
	Iteration 33Q: 3 clusters Score -3654176 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -3654229.500000 Penalty: 12196.953125
	Iteration 34Q: 3 clusters Score -3654230 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -3654267.000000 Penalty: 12196.953125
	Iteration 35Q: 3 clusters Score -3654267 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -3654297.250000 Penalty: 12196.953125
	Iteration 36Q: 3 clusters Score -3654297 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -3654329.000000 Penalty: 12196.953125
	Iteration 37Q: 3 clusters Score -3654329 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -3654346.500000 Penalty: 12196.953125
	Iteration 38Q: 3 clusters Score -3654346 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3654364.750000 Penalty: 12196.953125
	Iteration 39Q: 3 clusters Score -3654365 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -3654379.000000 Penalty: 12196.953125
	Iteration 40F: 3 clusters Score -3654379 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -3654377.000000 Penalty: 12196.953125
	Iteration 41Q: 3 clusters Score -3654377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -3654381.500000 Penalty: 12196.953125
	Iteration 42Q: 3 clusters Score -3654382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -3654383.750000 Penalty: 12196.953125
	Iteration 43Q: 3 clusters Score -3654384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -3654398.500000 Penalty: 12196.953125
	Iteration 44Q: 3 clusters Score -3654398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -3654411.500000 Penalty: 12196.953125
	Iteration 45Q: 3 clusters Score -3654412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -3654407.000000 Penalty: 12196.953125
	Iteration 46Q: 3 clusters Score -3654407 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -3654415.000000 Penalty: 12196.953125
	Iteration 47Q: 3 clusters Score -3654415 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -3654434.500000 Penalty: 12196.953125
	Iteration 48Q: 3 clusters Score -3654434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -3654450.000000 Penalty: 12196.953125
	Iteration 49Q: 3 clusters Score -3654450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -3654454.250000 Penalty: 12196.953125
	Iteration 50Q: 3 clusters Score -3654454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -3654459.000000 Penalty: 12196.953125
	Iteration 51Q: 3 clusters Score -3654459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3654464.500000 Penalty: 12196.953125
	Iteration 52Q: 3 clusters Score -3654464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -3654462.250000 Penalty: 12196.953125
	Iteration 53Q: 3 clusters Score -3654462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -3654471.250000 Penalty: 12196.953125
	Iteration 54Q: 3 clusters Score -3654471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -3654477.000000 Penalty: 12196.953125
	Iteration 55Q: 3 clusters Score -3654477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3654472.500000 Penalty: 12196.953125
	Iteration 56Q: 3 clusters Score -3654472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -3654476.250000 Penalty: 12196.953125
	Iteration 57Q: 3 clusters Score -3654476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -3654476.250000 Penalty: 12196.953125
	Iteration 58F: 3 clusters Score -3654476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Entering Unmasked Estep 
Score: -363302.437500 Penalty: 4777.600098
	Iteration 0F: 2 clusters Score -363302.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -358140.625000 Penalty: 9555.200195
	Iteration 0F: 3 clusters Score -358140.6 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -359964.875000 Penalty: 9555.200195
	Iteration 1F: 3 clusters Score -359964.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -362028.218750 Penalty: 9555.200195
	Iteration 2F: 3 clusters Score -362028.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -365232.437500 Penalty: 9555.200195
	Iteration 3F: 3 clusters Score -365232.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -367200.875000 Penalty: 9555.200195
	Iteration 4F: 3 clusters Score -367200.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -368164.562500 Penalty: 9555.200195
	Iteration 5Q: 3 clusters Score -368164.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -368187.687500 Penalty: 9555.200195
	Iteration 6Q: 3 clusters Score -368187.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -368203.593750 Penalty: 9555.200195
	Iteration 7Q: 3 clusters Score -368203.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -368218.750000 Penalty: 9555.200195
	Iteration 8Q: 3 clusters Score -368218.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -368224.031250 Penalty: 9555.200195
	Iteration 9Q: 3 clusters Score -368224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -368232.750000 Penalty: 9555.200195
	Iteration 10Q: 3 clusters Score -368232.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -368254.687500 Penalty: 9555.200195
	Iteration 11Q: 3 clusters Score -368254.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -368264.406250 Penalty: 9555.200195
	Iteration 12Q: 3 clusters Score -368264.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -368267.312500 Penalty: 9555.200195
	Iteration 13Q: 3 clusters Score -368267.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -368270.062500 Penalty: 9555.200195
	Iteration 14Q: 3 clusters Score -368270.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -368270.062500 Penalty: 9555.200195
	Iteration 15F: 3 clusters Score -368270.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 226488 members 
Mstep: Class 2 contains 1051 members 
Mstep: Class 3 contains 2757 members 
Mstep: Class 4 contains 9426 members 
Mstep: Class 5 contains 26830 members 
Mstep: Class 6 contains 47713 members 
Mstep: Class 7 contains 16311 members 
Mstep: Class 8 contains 21093 members 
Mstep: Class 10 contains 1390 members 
Mstep: Class 11 contains 17887 members 
Mstep: Class 12 contains 1567 members 
Mstep: Class 13 contains 1468 members 
Mstep: Class 14 contains 561708 members 
Mstep: Class 16 contains 61571 members 
Mstep: Class 17 contains 228274 members 
Mstep: Class 18 contains 28787 members 
Mstep: Class 19 contains 1965 members 
Mstep: Class 21 contains 117970 members 
Entering Unmasked Estep 
Score: -233292480.000000 Penalty: 155821.171875
Splitting cluster 10 changes total score from -233289232.000000 to -233292480.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 11 (17887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Entering Unmasked Estep 
Score: -2945159.250000 Penalty: 5997.495117
	Iteration 0F: 2 clusters Score -2945159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -2929941.250000 Penalty: 11994.990234
	Iteration 0F: 3 clusters Score -2929941 nChanged 7182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -2934053.750000 Penalty: 11994.990234
	Iteration 1F: 3 clusters Score -2934054 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -2934798.500000 Penalty: 11994.990234
	Iteration 2F: 3 clusters Score -2934798 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -2935310.500000 Penalty: 11994.990234
	Iteration 3F: 3 clusters Score -2935310 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -2935678.000000 Penalty: 11994.990234
	Iteration 4Q: 3 clusters Score -2935678 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -2935944.500000 Penalty: 11994.990234
	Iteration 5Q: 3 clusters Score -2935944 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -2936192.000000 Penalty: 11994.990234
	Iteration 6Q: 3 clusters Score -2936192 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -2936394.750000 Penalty: 11994.990234
	Iteration 7Q: 3 clusters Score -2936395 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -2936623.250000 Penalty: 11994.990234
	Iteration 8Q: 3 clusters Score -2936623 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -2936865.750000 Penalty: 11994.990234
	Iteration 9Q: 3 clusters Score -2936866 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -2937129.250000 Penalty: 11994.990234
	Iteration 10Q: 3 clusters Score -2937129 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -2937413.000000 Penalty: 11994.990234
	Iteration 11Q: 3 clusters Score -2937413 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -2937731.250000 Penalty: 11994.990234
	Iteration 12Q: 3 clusters Score -2937731 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -2938093.500000 Penalty: 11994.990234
	Iteration 13Q: 3 clusters Score -2938094 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -2938419.250000 Penalty: 11994.990234
	Iteration 14Q: 3 clusters Score -2938419 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -2938722.250000 Penalty: 11994.990234
	Iteration 15Q: 3 clusters Score -2938722 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -2938980.750000 Penalty: 11994.990234
	Iteration 16Q: 3 clusters Score -2938981 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -2939240.250000 Penalty: 11994.990234
	Iteration 17Q: 3 clusters Score -2939240 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -2939474.000000 Penalty: 11994.990234
	Iteration 18Q: 3 clusters Score -2939474 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -2939693.250000 Penalty: 11994.990234
	Iteration 19Q: 3 clusters Score -2939693 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -2939867.250000 Penalty: 11994.990234
	Iteration 20F: 3 clusters Score -2939867 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -2940020.250000 Penalty: 11994.990234
	Iteration 21Q: 3 clusters Score -2940020 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -2940130.750000 Penalty: 11994.990234
	Iteration 22Q: 3 clusters Score -2940131 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -2940218.000000 Penalty: 11994.990234
	Iteration 23Q: 3 clusters Score -2940218 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -2940293.000000 Penalty: 11994.990234
	Iteration 24Q: 3 clusters Score -2940293 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -2940361.250000 Penalty: 11994.990234
	Iteration 25Q: 3 clusters Score -2940361 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -2940430.250000 Penalty: 11994.990234
	Iteration 26Q: 3 clusters Score -2940430 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -2940468.500000 Penalty: 11994.990234
	Iteration 27Q: 3 clusters Score -2940468 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -2940505.750000 Penalty: 11994.990234
	Iteration 28Q: 3 clusters Score -2940506 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -2940539.750000 Penalty: 11994.990234
	Iteration 29Q: 3 clusters Score -2940540 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -2940564.000000 Penalty: 11994.990234
	Iteration 30Q: 3 clusters Score -2940564 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -2940574.750000 Penalty: 11994.990234
	Iteration 31Q: 3 clusters Score -2940575 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -2940601.750000 Penalty: 11994.990234
	Iteration 32Q: 3 clusters Score -2940602 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -2940619.000000 Penalty: 11994.990234
	Iteration 33Q: 3 clusters Score -2940619 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -2940628.750000 Penalty: 11994.990234
	Iteration 34Q: 3 clusters Score -2940629 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -2940635.750000 Penalty: 11994.990234
	Iteration 35Q: 3 clusters Score -2940636 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -2940650.750000 Penalty: 11994.990234
	Iteration 36Q: 3 clusters Score -2940651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -2940661.750000 Penalty: 11994.990234
	Iteration 37Q: 3 clusters Score -2940662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -2940659.250000 Penalty: 11994.990234
	Iteration 38Q: 3 clusters Score -2940659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -2940664.000000 Penalty: 11994.990234
	Iteration 39Q: 3 clusters Score -2940664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -2940663.750000 Penalty: 11994.990234
	Iteration 40F: 3 clusters Score -2940664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -2940669.750000 Penalty: 11994.990234
	Iteration 41Q: 3 clusters Score -2940670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -2940672.000000 Penalty: 11994.990234
	Iteration 42Q: 3 clusters Score -2940672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -2940672.500000 Penalty: 11994.990234
	Iteration 43Q: 3 clusters Score -2940672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -2940671.000000 Penalty: 11994.990234
	Iteration 44Q: 3 clusters Score -2940671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -2940675.000000 Penalty: 11994.990234
	Iteration 45Q: 3 clusters Score -2940675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -2940678.250000 Penalty: 11994.990234
	Iteration 46Q: 3 clusters Score -2940678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -2940681.250000 Penalty: 11994.990234
	Iteration 47Q: 3 clusters Score -2940681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -2940683.750000 Penalty: 11994.990234
	Iteration 48Q: 3 clusters Score -2940684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -2940687.500000 Penalty: 11994.990234
	Iteration 49Q: 3 clusters Score -2940688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -2940688.000000 Penalty: 11994.990234
	Iteration 50Q: 3 clusters Score -2940688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -2940685.750000 Penalty: 11994.990234
	Iteration 51Q: 3 clusters Score -2940686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -2940687.500000 Penalty: 11994.990234
	Iteration 52Q: 3 clusters Score -2940688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -2940682.750000 Penalty: 11994.990234
	Iteration 53Q: 3 clusters Score -2940683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -2940684.750000 Penalty: 11994.990234
	Iteration 54Q: 3 clusters Score -2940685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -2940689.000000 Penalty: 11994.990234
	Iteration 55Q: 3 clusters Score -2940689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -2940695.250000 Penalty: 11994.990234
	Iteration 56Q: 3 clusters Score -2940695 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -2940699.750000 Penalty: 11994.990234
	Iteration 57Q: 3 clusters Score -2940700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -2940704.500000 Penalty: 11994.990234
	Iteration 58Q: 3 clusters Score -2940704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -2940711.500000 Penalty: 11994.990234
	Iteration 59Q: 3 clusters Score -2940712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -2940711.750000 Penalty: 11994.990234
	Iteration 60F: 3 clusters Score -2940712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -2940719.500000 Penalty: 11994.990234
	Iteration 61Q: 3 clusters Score -2940720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -2940717.250000 Penalty: 11994.990234
	Iteration 62Q: 3 clusters Score -2940717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -2940720.750000 Penalty: 11994.990234
	Iteration 63Q: 3 clusters Score -2940721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -2940717.750000 Penalty: 11994.990234
	Iteration 64Q: 3 clusters Score -2940718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -2940721.750000 Penalty: 11994.990234
	Iteration 65Q: 3 clusters Score -2940722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -2940729.500000 Penalty: 11994.990234
	Iteration 66Q: 3 clusters Score -2940730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -2940724.250000 Penalty: 11994.990234
	Iteration 67Q: 3 clusters Score -2940724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -2940724.250000 Penalty: 11994.990234
	Iteration 68F: 3 clusters Score -2940724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Entering Unmasked Estep 
Score: -251211.250000 Penalty: 4506.112305
	Iteration 0F: 2 clusters Score -251211.2 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 826 members 
Entering Unmasked Estep 
Score: -246536.468750 Penalty: 9012.224609
	Iteration 0F: 3 clusters Score -246536.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -246990.125000 Penalty: 9012.224609
	Iteration 1F: 3 clusters Score -246990.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -247160.031250 Penalty: 9012.224609
	Iteration 2F: 3 clusters Score -247160 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -247273.468750 Penalty: 9012.224609
	Iteration 3Q: 3 clusters Score -247273.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -247348.375000 Penalty: 9012.224609
	Iteration 4Q: 3 clusters Score -247348.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -247447.484375 Penalty: 9012.224609
	Iteration 5Q: 3 clusters Score -247447.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -247519.468750 Penalty: 9012.224609
	Iteration 6Q: 3 clusters Score -247519.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -247547.984375 Penalty: 9012.224609
	Iteration 7Q: 3 clusters Score -247548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -247570.343750 Penalty: 9012.224609
	Iteration 8Q: 3 clusters Score -247570.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -247582.359375 Penalty: 9012.224609
	Iteration 9Q: 3 clusters Score -247582.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -247586.140625 Penalty: 9012.224609
	Iteration 10Q: 3 clusters Score -247586.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -247591.359375 Penalty: 9012.224609
	Iteration 11Q: 3 clusters Score -247591.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -247598.062500 Penalty: 9012.224609
	Iteration 12Q: 3 clusters Score -247598.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -247611.078125 Penalty: 9012.224609
	Iteration 13Q: 3 clusters Score -247611.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -247635.312500 Penalty: 9012.224609
	Iteration 14Q: 3 clusters Score -247635.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -247645.375000 Penalty: 9012.224609
	Iteration 15Q: 3 clusters Score -247645.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -247648.593750 Penalty: 9012.224609
	Iteration 16Q: 3 clusters Score -247648.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -247651.109375 Penalty: 9012.224609
	Iteration 17Q: 3 clusters Score -247651.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -247656.062500 Penalty: 9012.224609
	Iteration 18Q: 3 clusters Score -247656.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -247665.593750 Penalty: 9012.224609
	Iteration 19Q: 3 clusters Score -247665.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -247670.906250 Penalty: 9012.224609
	Iteration 20F: 3 clusters Score -247670.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -247673.828125 Penalty: 9012.224609
	Iteration 21Q: 3 clusters Score -247673.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -247676.781250 Penalty: 9012.224609
	Iteration 22Q: 3 clusters Score -247676.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -247677.828125 Penalty: 9012.224609
	Iteration 23Q: 3 clusters Score -247677.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -247680.359375 Penalty: 9012.224609
	Iteration 24Q: 3 clusters Score -247680.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -247683.171875 Penalty: 9012.224609
	Iteration 25Q: 3 clusters Score -247683.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -247684.828125 Penalty: 9012.224609
	Iteration 26Q: 3 clusters Score -247684.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -247685.562500 Penalty: 9012.224609
	Iteration 27Q: 3 clusters Score -247685.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -247687.109375 Penalty: 9012.224609
	Iteration 28Q: 3 clusters Score -247687.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -247687.109375 Penalty: 9012.224609
	Iteration 29F: 3 clusters Score -247687.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Entering Unmasked Estep 
Score: -227191.531250 Penalty: 4466.139160
	Iteration 0F: 2 clusters Score -227191.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -222645.406250 Penalty: 8932.278320
	Iteration 0F: 3 clusters Score -222645.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -223130.031250 Penalty: 8932.278320
	Iteration 1F: 3 clusters Score -223130 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -223280.890625 Penalty: 8932.278320
	Iteration 2Q: 3 clusters Score -223280.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -223445.203125 Penalty: 8932.278320
	Iteration 3Q: 3 clusters Score -223445.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -223574.671875 Penalty: 8932.278320
	Iteration 4Q: 3 clusters Score -223574.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -223683.640625 Penalty: 8932.278320
	Iteration 5Q: 3 clusters Score -223683.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -223762.515625 Penalty: 8932.278320
	Iteration 6Q: 3 clusters Score -223762.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -223807.718750 Penalty: 8932.278320
	Iteration 7Q: 3 clusters Score -223807.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -223859.218750 Penalty: 8932.278320
	Iteration 8Q: 3 clusters Score -223859.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -223909.859375 Penalty: 8932.278320
	Iteration 9Q: 3 clusters Score -223909.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -223959.078125 Penalty: 8932.278320
	Iteration 10Q: 3 clusters Score -223959.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -223998.828125 Penalty: 8932.278320
	Iteration 11Q: 3 clusters Score -223998.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -224043.734375 Penalty: 8932.278320
	Iteration 12Q: 3 clusters Score -224043.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -224085.109375 Penalty: 8932.278320
	Iteration 13Q: 3 clusters Score -224085.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -224125.171875 Penalty: 8932.278320
	Iteration 14Q: 3 clusters Score -224125.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -224172.062500 Penalty: 8932.278320
	Iteration 15Q: 3 clusters Score -224172.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -224281.156250 Penalty: 8932.278320
	Iteration 16Q: 3 clusters Score -224281.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -224394.828125 Penalty: 8932.278320
	Iteration 17Q: 3 clusters Score -224394.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -224491.843750 Penalty: 8932.278320
	Iteration 18Q: 3 clusters Score -224491.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -224572.578125 Penalty: 8932.278320
	Iteration 19Q: 3 clusters Score -224572.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -224652.328125 Penalty: 8932.278320
	Iteration 20F: 3 clusters Score -224652.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -224736.937500 Penalty: 8932.278320
	Iteration 21Q: 3 clusters Score -224736.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -224870.765625 Penalty: 8932.278320
	Iteration 22Q: 3 clusters Score -224870.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -225005.890625 Penalty: 8932.278320
	Iteration 23Q: 3 clusters Score -225005.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -225109.421875 Penalty: 8932.278320
	Iteration 24Q: 3 clusters Score -225109.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -225200.171875 Penalty: 8932.278320
	Iteration 25Q: 3 clusters Score -225200.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -225349.453125 Penalty: 8932.278320
	Iteration 26Q: 3 clusters Score -225349.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -225471.593750 Penalty: 8932.278320
	Iteration 27Q: 3 clusters Score -225471.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -225634.953125 Penalty: 8932.278320
	Iteration 28Q: 3 clusters Score -225635 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -225984.890625 Penalty: 8932.278320
	Iteration 29Q: 3 clusters Score -225984.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -226476.703125 Penalty: 8932.278320
	Iteration 30Q: 3 clusters Score -226476.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -226848.500000 Penalty: 8932.278320
	Iteration 31Q: 3 clusters Score -226848.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -227137.703125 Penalty: 8932.278320
	Iteration 32Q: 3 clusters Score -227137.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -227278.984375 Penalty: 8932.278320
	Iteration 33Q: 3 clusters Score -227279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -227325.093750 Penalty: 8932.278320
	Iteration 34Q: 3 clusters Score -227325.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -227329.359375 Penalty: 8932.278320
	Iteration 35Q: 3 clusters Score -227329.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -227329.359375 Penalty: 8932.278320
	Iteration 36F: 3 clusters Score -227329.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 226488 members 
Mstep: Class 2 contains 1051 members 
Mstep: Class 3 contains 2757 members 
Mstep: Class 4 contains 9426 members 
Mstep: Class 5 contains 26830 members 
Mstep: Class 6 contains 47713 members 
Mstep: Class 7 contains 16311 members 
Mstep: Class 8 contains 21093 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 1390 members 
Mstep: Class 11 contains 17887 members 
Mstep: Class 12 contains 1567 members 
Mstep: Class 13 contains 894 members 
Mstep: Class 14 contains 561708 members 
Mstep: Class 16 contains 61571 members 
Mstep: Class 17 contains 228274 members 
Mstep: Class 18 contains 28787 members 
Mstep: Class 19 contains 1965 members 
Mstep: Class 21 contains 117970 members 
Entering Unmasked Estep 
Score: -233288848.000000 Penalty: 164477.890625
Splitting cluster 13 changes total score from -233289232.000000 to -233288848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (561708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561708 members 
Entering Unmasked Estep 
Score: -96394184.000000 Penalty: 8108.726562
	Iteration 0F: 2 clusters Score -9.639418e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281063 members 
Mstep: Class 2 contains 280645 members 
Entering Unmasked Estep 
Score: -96077736.000000 Penalty: 16217.453125
	Iteration 0F: 3 clusters Score -9.607774e+07 nChanged 269974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285295 members 
Mstep: Class 2 contains 276413 members 
Entering Unmasked Estep 
Score: -96235312.000000 Penalty: 16217.453125
	Iteration 1F: 3 clusters Score -9.623531e+07 nChanged 12774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287673 members 
Mstep: Class 2 contains 274035 members 
Entering Unmasked Estep 
Score: -96238216.000000 Penalty: 16217.453125
	Iteration 2Q: 3 clusters Score -9.623822e+07 nChanged 13589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291412 members 
Mstep: Class 2 contains 270296 members 
Entering Unmasked Estep 
Score: -96240992.000000 Penalty: 16217.453125
	Iteration 3Q: 3 clusters Score -9.624099e+07 nChanged 15018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297368 members 
Mstep: Class 2 contains 264340 members 
Entering Unmasked Estep 
Score: -96244240.000000 Penalty: 16217.453125
	Iteration 4Q: 3 clusters Score -9.624424e+07 nChanged 17594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306534 members 
Mstep: Class 2 contains 255174 members 
Entering Unmasked Estep 
Score: -96249344.000000 Penalty: 16217.453125
	Iteration 5Q: 3 clusters Score -9.624934e+07 nChanged 21442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320350 members 
Mstep: Class 2 contains 241358 members 
Entering Unmasked Estep 
Score: -96256888.000000 Penalty: 16217.453125
	Iteration 6Q: 3 clusters Score -9.625689e+07 nChanged 26983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340751 members 
Mstep: Class 2 contains 220957 members 
Entering Unmasked Estep 
Score: -96268928.000000 Penalty: 16217.453125
	Iteration 7Q: 3 clusters Score -9.626893e+07 nChanged 33898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369459 members 
Mstep: Class 2 contains 192249 members 
Entering Unmasked Estep 
Score: -96288464.000000 Penalty: 16217.453125
	Iteration 8F: 3 clusters Score -9.628846e+07 nChanged 40034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405691 members 
Mstep: Class 2 contains 156017 members 
Entering Unmasked Estep 
Score: -96318392.000000 Penalty: 16217.453125
	Iteration 9F: 3 clusters Score -9.631839e+07 nChanged 41327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444804 members 
Mstep: Class 2 contains 116904 members 
Entering Unmasked Estep 
Score: -96351280.000000 Penalty: 16217.453125
	Iteration 10F: 3 clusters Score -9.635128e+07 nChanged 38908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483252 members 
Mstep: Class 2 contains 78456 members 
Entering Unmasked Estep 
Score: -96373184.000000 Penalty: 16217.453125
	Iteration 11F: 3 clusters Score -9.637318e+07 nChanged 32335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515515 members 
Mstep: Class 2 contains 46193 members 
Entering Unmasked Estep 
Score: -96382960.000000 Penalty: 16217.453125
	Iteration 12F: 3 clusters Score -9.638296e+07 nChanged 22148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537639 members 
Mstep: Class 2 contains 24069 members 
Entering Unmasked Estep 
Score: -96386960.000000 Penalty: 16217.453125
	Iteration 13Q: 3 clusters Score -9.638696e+07 nChanged 12555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550188 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -96388240.000000 Penalty: 16217.453125
	Iteration 14Q: 3 clusters Score -9.638824e+07 nChanged 5752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555928 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -96388520.000000 Penalty: 16217.453125
	Iteration 15Q: 3 clusters Score -9.638852e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558213 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -96388888.000000 Penalty: 16217.453125
	Iteration 16Q: 3 clusters Score -9.638889e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559027 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -96389304.000000 Penalty: 16217.453125
	Iteration 17Q: 3 clusters Score -9.63893e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559326 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -96389576.000000 Penalty: 16217.453125
	Iteration 18Q: 3 clusters Score -9.638958e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559413 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -96389904.000000 Penalty: 16217.453125
	Iteration 19Q: 3 clusters Score -9.63899e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559457 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -96390256.000000 Penalty: 16217.453125
	Iteration 20F: 3 clusters Score -9.639026e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559445 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -96390520.000000 Penalty: 16217.453125
	Iteration 21Q: 3 clusters Score -9.639052e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559412 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -96390616.000000 Penalty: 16217.453125
	Iteration 22Q: 3 clusters Score -9.639062e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559351 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -96390792.000000 Penalty: 16217.453125
	Iteration 23Q: 3 clusters Score -9.639079e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559287 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -96390856.000000 Penalty: 16217.453125
	Iteration 24Q: 3 clusters Score -9.639086e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559237 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -96391016.000000 Penalty: 16217.453125
	Iteration 25Q: 3 clusters Score -9.639102e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559193 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -96391072.000000 Penalty: 16217.453125
	Iteration 26Q: 3 clusters Score -9.639107e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559160 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -96391048.000000 Penalty: 16217.453125
	Iteration 27Q: 3 clusters Score -9.639105e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559136 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -96391128.000000 Penalty: 16217.453125
	Iteration 28Q: 3 clusters Score -9.639113e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559115 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -96391136.000000 Penalty: 16217.453125
	Iteration 29Q: 3 clusters Score -9.639114e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559095 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -96391128.000000 Penalty: 16217.453125
	Iteration 30Q: 3 clusters Score -9.639113e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559072 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -96391064.000000 Penalty: 16217.453125
	Iteration 31Q: 3 clusters Score -9.639106e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559060 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -96391200.000000 Penalty: 16217.453125
	Iteration 32Q: 3 clusters Score -9.63912e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559048 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -96391264.000000 Penalty: 16217.453125
	Iteration 33Q: 3 clusters Score -9.639126e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559029 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -96391120.000000 Penalty: 16217.453125
	Iteration 34Q: 3 clusters Score -9.639112e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559014 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -96391128.000000 Penalty: 16217.453125
	Iteration 35Q: 3 clusters Score -9.639113e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559002 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -96391144.000000 Penalty: 16217.453125
	Iteration 36Q: 3 clusters Score -9.639114e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558992 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -96391208.000000 Penalty: 16217.453125
	Iteration 37Q: 3 clusters Score -9.639121e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558982 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -96391264.000000 Penalty: 16217.453125
	Iteration 38Q: 3 clusters Score -9.639126e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558973 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -96391248.000000 Penalty: 16217.453125
	Iteration 39Q: 3 clusters Score -9.639125e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558962 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -96391288.000000 Penalty: 16217.453125
	Iteration 40F: 3 clusters Score -9.639129e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558949 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -96391304.000000 Penalty: 16217.453125
	Iteration 41Q: 3 clusters Score -9.63913e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558937 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -96391232.000000 Penalty: 16217.453125
	Iteration 42Q: 3 clusters Score -9.639123e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558924 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -96391288.000000 Penalty: 16217.453125
	Iteration 43Q: 3 clusters Score -9.639129e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558920 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -96391304.000000 Penalty: 16217.453125
	Iteration 44Q: 3 clusters Score -9.63913e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558913 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -96391280.000000 Penalty: 16217.453125
	Iteration 45Q: 3 clusters Score -9.639128e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558909 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -96391344.000000 Penalty: 16217.453125
	Iteration 46Q: 3 clusters Score -9.639134e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558902 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -96391368.000000 Penalty: 16217.453125
	Iteration 47Q: 3 clusters Score -9.639137e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558897 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -96391416.000000 Penalty: 16217.453125
	Iteration 48Q: 3 clusters Score -9.639142e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558893 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -96391360.000000 Penalty: 16217.453125
	Iteration 49Q: 3 clusters Score -9.639136e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558891 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -96391360.000000 Penalty: 16217.453125
	Iteration 50Q: 3 clusters Score -9.639136e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558890 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -96391376.000000 Penalty: 16217.453125
	Iteration 51Q: 3 clusters Score -9.639138e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558888 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -96391328.000000 Penalty: 16217.453125
	Iteration 52Q: 3 clusters Score -9.639133e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558886 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -96391280.000000 Penalty: 16217.453125
	Iteration 53Q: 3 clusters Score -9.639128e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558887 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -96391344.000000 Penalty: 16217.453125
	Iteration 54Q: 3 clusters Score -9.639134e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558888 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -96391400.000000 Penalty: 16217.453125
	Iteration 55Q: 3 clusters Score -9.63914e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558887 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -96391352.000000 Penalty: 16217.453125
	Iteration 56Q: 3 clusters Score -9.639135e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558886 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -96391360.000000 Penalty: 16217.453125
	Iteration 57Q: 3 clusters Score -9.639136e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558886 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -96391360.000000 Penalty: 16217.453125
	Iteration 58F: 3 clusters Score -9.639136e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (61571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61571 members 
Entering Unmasked Estep 
Score: -10647874.000000 Penalty: 6754.617188
	Iteration 0F: 2 clusters Score -1.064787e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30899 members 
Mstep: Class 2 contains 30672 members 
Entering Unmasked Estep 
Score: -10604434.000000 Penalty: 13509.234375
	Iteration 0F: 3 clusters Score -1.060443e+07 nChanged 27543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31218 members 
Mstep: Class 2 contains 30353 members 
Entering Unmasked Estep 
Score: -10619285.000000 Penalty: 13509.234375
	Iteration 1F: 3 clusters Score -1.061928e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31504 members 
Mstep: Class 2 contains 30067 members 
Entering Unmasked Estep 
Score: -10620266.000000 Penalty: 13509.234375
	Iteration 2Q: 3 clusters Score -1.062027e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31852 members 
Mstep: Class 2 contains 29719 members 
Entering Unmasked Estep 
Score: -10621000.000000 Penalty: 13509.234375
	Iteration 3Q: 3 clusters Score -1.0621e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32321 members 
Mstep: Class 2 contains 29250 members 
Entering Unmasked Estep 
Score: -10621578.000000 Penalty: 13509.234375
	Iteration 4Q: 3 clusters Score -1.062158e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32949 members 
Mstep: Class 2 contains 28622 members 
Entering Unmasked Estep 
Score: -10622130.000000 Penalty: 13509.234375
	Iteration 5Q: 3 clusters Score -1.062213e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33864 members 
Mstep: Class 2 contains 27707 members 
Entering Unmasked Estep 
Score: -10622656.000000 Penalty: 13509.234375
	Iteration 6Q: 3 clusters Score -1.062266e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35007 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -10623154.000000 Penalty: 13509.234375
	Iteration 7Q: 3 clusters Score -1.062315e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36490 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -10623896.000000 Penalty: 13509.234375
	Iteration 8Q: 3 clusters Score -1.06239e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38303 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -10624789.000000 Penalty: 13509.234375
	Iteration 9Q: 3 clusters Score -1.062479e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40638 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -10626117.000000 Penalty: 13509.234375
	Iteration 10Q: 3 clusters Score -1.062612e+07 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43532 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -10627985.000000 Penalty: 13509.234375
	Iteration 11Q: 3 clusters Score -1.062798e+07 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46922 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -10630533.000000 Penalty: 13509.234375
	Iteration 12F: 3 clusters Score -1.063053e+07 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50450 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -10633373.000000 Penalty: 13509.234375
	Iteration 13F: 3 clusters Score -1.063337e+07 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53648 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -10636184.000000 Penalty: 13509.234375
	Iteration 14F: 3 clusters Score -1.063618e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56006 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -10638477.000000 Penalty: 13509.234375
	Iteration 15Q: 3 clusters Score -1.063848e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57466 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -10639881.000000 Penalty: 13509.234375
	Iteration 16Q: 3 clusters Score -1.063988e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58314 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -10640723.000000 Penalty: 13509.234375
	Iteration 17Q: 3 clusters Score -1.064072e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58795 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -10641165.000000 Penalty: 13509.234375
	Iteration 18Q: 3 clusters Score -1.064116e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59079 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -10641388.000000 Penalty: 13509.234375
	Iteration 19Q: 3 clusters Score -1.064139e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59282 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -10641557.000000 Penalty: 13509.234375
	Iteration 20F: 3 clusters Score -1.064156e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59477 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -10641707.000000 Penalty: 13509.234375
	Iteration 21Q: 3 clusters Score -1.064171e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59611 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -10641793.000000 Penalty: 13509.234375
	Iteration 22Q: 3 clusters Score -1.064179e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59702 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -10641849.000000 Penalty: 13509.234375
	Iteration 23Q: 3 clusters Score -1.064185e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59771 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -10641928.000000 Penalty: 13509.234375
	Iteration 24Q: 3 clusters Score -1.064193e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59816 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -10641952.000000 Penalty: 13509.234375
	Iteration 25Q: 3 clusters Score -1.064195e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59856 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -10641975.000000 Penalty: 13509.234375
	Iteration 26Q: 3 clusters Score -1.064198e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59892 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -10642004.000000 Penalty: 13509.234375
	Iteration 27Q: 3 clusters Score -1.0642e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59926 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -10642040.000000 Penalty: 13509.234375
	Iteration 28Q: 3 clusters Score -1.064204e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59952 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -10642067.000000 Penalty: 13509.234375
	Iteration 29Q: 3 clusters Score -1.064207e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59967 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -10642093.000000 Penalty: 13509.234375
	Iteration 30Q: 3 clusters Score -1.064209e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59982 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -10642109.000000 Penalty: 13509.234375
	Iteration 31Q: 3 clusters Score -1.064211e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59996 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -10642107.000000 Penalty: 13509.234375
	Iteration 32Q: 3 clusters Score -1.064211e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60007 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -10642111.000000 Penalty: 13509.234375
	Iteration 33Q: 3 clusters Score -1.064211e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60015 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -10642124.000000 Penalty: 13509.234375
	Iteration 34Q: 3 clusters Score -1.064212e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60023 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -10642125.000000 Penalty: 13509.234375
	Iteration 35Q: 3 clusters Score -1.064212e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60025 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -10642138.000000 Penalty: 13509.234375
	Iteration 36Q: 3 clusters Score -1.064214e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60037 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -10642151.000000 Penalty: 13509.234375
	Iteration 37Q: 3 clusters Score -1.064215e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60048 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -10642153.000000 Penalty: 13509.234375
	Iteration 38Q: 3 clusters Score -1.064215e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60062 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -10642162.000000 Penalty: 13509.234375
	Iteration 39Q: 3 clusters Score -1.064216e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60067 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -10642172.000000 Penalty: 13509.234375
	Iteration 40F: 3 clusters Score -1.064217e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60082 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -10642191.000000 Penalty: 13509.234375
	Iteration 41Q: 3 clusters Score -1.064219e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60099 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -10642203.000000 Penalty: 13509.234375
	Iteration 42Q: 3 clusters Score -1.06422e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60104 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -10642188.000000 Penalty: 13509.234375
	Iteration 43Q: 3 clusters Score -1.064219e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60105 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -10642208.000000 Penalty: 13509.234375
	Iteration 44Q: 3 clusters Score -1.064221e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60109 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -10642207.000000 Penalty: 13509.234375
	Iteration 45Q: 3 clusters Score -1.064221e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60112 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -10642198.000000 Penalty: 13509.234375
	Iteration 46Q: 3 clusters Score -1.06422e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60114 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -10642214.000000 Penalty: 13509.234375
	Iteration 47Q: 3 clusters Score -1.064221e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60118 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -10642210.000000 Penalty: 13509.234375
	Iteration 48Q: 3 clusters Score -1.064221e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60117 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -10642205.000000 Penalty: 13509.234375
	Iteration 49Q: 3 clusters Score -1.06422e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60117 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -10642205.000000 Penalty: 13509.234375
	Iteration 50F: 3 clusters Score -1.06422e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (228274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228274 members 
Entering Unmasked Estep 
Score: -39425572.000000 Penalty: 7557.209961
	Iteration 0F: 2 clusters Score -3.942557e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114266 members 
Mstep: Class 2 contains 114008 members 
Entering Unmasked Estep 
Score: -39273976.000000 Penalty: 15114.419922
	Iteration 0F: 3 clusters Score -3.927398e+07 nChanged 107636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115724 members 
Mstep: Class 2 contains 112550 members 
Entering Unmasked Estep 
Score: -39334816.000000 Penalty: 15114.419922
	Iteration 1F: 3 clusters Score -3.933482e+07 nChanged 7564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116544 members 
Mstep: Class 2 contains 111730 members 
Entering Unmasked Estep 
Score: -39336908.000000 Penalty: 15114.419922
	Iteration 2Q: 3 clusters Score -3.933691e+07 nChanged 7923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117741 members 
Mstep: Class 2 contains 110533 members 
Entering Unmasked Estep 
Score: -39339532.000000 Penalty: 15114.419922
	Iteration 3Q: 3 clusters Score -3.933953e+07 nChanged 8740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119365 members 
Mstep: Class 2 contains 108909 members 
Entering Unmasked Estep 
Score: -39342908.000000 Penalty: 15114.419922
	Iteration 4Q: 3 clusters Score -3.934291e+07 nChanged 9877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121474 members 
Mstep: Class 2 contains 106800 members 
Entering Unmasked Estep 
Score: -39346980.000000 Penalty: 15114.419922
	Iteration 5Q: 3 clusters Score -3.934698e+07 nChanged 10857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123969 members 
Mstep: Class 2 contains 104305 members 
Entering Unmasked Estep 
Score: -39352296.000000 Penalty: 15114.419922
	Iteration 6Q: 3 clusters Score -3.93523e+07 nChanged 11810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126631 members 
Mstep: Class 2 contains 101643 members 
Entering Unmasked Estep 
Score: -39358056.000000 Penalty: 15114.419922
	Iteration 7F: 3 clusters Score -3.935806e+07 nChanged 12175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129412 members 
Mstep: Class 2 contains 98862 members 
Entering Unmasked Estep 
Score: -39364236.000000 Penalty: 15114.419922
	Iteration 8F: 3 clusters Score -3.936424e+07 nChanged 12461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132283 members 
Mstep: Class 2 contains 95991 members 
Entering Unmasked Estep 
Score: -39371176.000000 Penalty: 15114.419922
	Iteration 9F: 3 clusters Score -3.937118e+07 nChanged 12462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134803 members 
Mstep: Class 2 contains 93471 members 
Entering Unmasked Estep 
Score: -39378284.000000 Penalty: 15114.419922
	Iteration 10F: 3 clusters Score -3.937828e+07 nChanged 11366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136857 members 
Mstep: Class 2 contains 91417 members 
Entering Unmasked Estep 
Score: -39384372.000000 Penalty: 15114.419922
	Iteration 11Q: 3 clusters Score -3.938437e+07 nChanged 9225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138672 members 
Mstep: Class 2 contains 89602 members 
Entering Unmasked Estep 
Score: -39388764.000000 Penalty: 15114.419922
	Iteration 12Q: 3 clusters Score -3.938876e+07 nChanged 6990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140374 members 
Mstep: Class 2 contains 87900 members 
Entering Unmasked Estep 
Score: -39391188.000000 Penalty: 15114.419922
	Iteration 13Q: 3 clusters Score -3.939119e+07 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141936 members 
Mstep: Class 2 contains 86338 members 
Entering Unmasked Estep 
Score: -39392296.000000 Penalty: 15114.419922
	Iteration 14Q: 3 clusters Score -3.93923e+07 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143381 members 
Mstep: Class 2 contains 84893 members 
Entering Unmasked Estep 
Score: -39392852.000000 Penalty: 15114.419922
	Iteration 15Q: 3 clusters Score -3.939285e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144849 members 
Mstep: Class 2 contains 83425 members 
Entering Unmasked Estep 
Score: -39393232.000000 Penalty: 15114.419922
	Iteration 16Q: 3 clusters Score -3.939323e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146426 members 
Mstep: Class 2 contains 81848 members 
Entering Unmasked Estep 
Score: -39393696.000000 Penalty: 15114.419922
	Iteration 17Q: 3 clusters Score -3.93937e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148004 members 
Mstep: Class 2 contains 80270 members 
Entering Unmasked Estep 
Score: -39394008.000000 Penalty: 15114.419922
	Iteration 18Q: 3 clusters Score -3.939401e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149635 members 
Mstep: Class 2 contains 78639 members 
Entering Unmasked Estep 
Score: -39394416.000000 Penalty: 15114.419922
	Iteration 19Q: 3 clusters Score -3.939442e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151274 members 
Mstep: Class 2 contains 77000 members 
Entering Unmasked Estep 
Score: -39394676.000000 Penalty: 15114.419922
	Iteration 20F: 3 clusters Score -3.939468e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152997 members 
Mstep: Class 2 contains 75277 members 
Entering Unmasked Estep 
Score: -39395116.000000 Penalty: 15114.419922
	Iteration 21Q: 3 clusters Score -3.939512e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154748 members 
Mstep: Class 2 contains 73526 members 
Entering Unmasked Estep 
Score: -39395380.000000 Penalty: 15114.419922
	Iteration 22Q: 3 clusters Score -3.939538e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156489 members 
Mstep: Class 2 contains 71785 members 
Entering Unmasked Estep 
Score: -39395668.000000 Penalty: 15114.419922
	Iteration 23Q: 3 clusters Score -3.939567e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158419 members 
Mstep: Class 2 contains 69855 members 
Entering Unmasked Estep 
Score: -39395764.000000 Penalty: 15114.419922
	Iteration 24Q: 3 clusters Score -3.939576e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160450 members 
Mstep: Class 2 contains 67824 members 
Entering Unmasked Estep 
Score: -39396072.000000 Penalty: 15114.419922
	Iteration 25Q: 3 clusters Score -3.939607e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162655 members 
Mstep: Class 2 contains 65619 members 
Entering Unmasked Estep 
Score: -39396400.000000 Penalty: 15114.419922
	Iteration 26Q: 3 clusters Score -3.93964e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165078 members 
Mstep: Class 2 contains 63196 members 
Entering Unmasked Estep 
Score: -39397040.000000 Penalty: 15114.419922
	Iteration 27Q: 3 clusters Score -3.939704e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167644 members 
Mstep: Class 2 contains 60630 members 
Entering Unmasked Estep 
Score: -39397592.000000 Penalty: 15114.419922
	Iteration 28Q: 3 clusters Score -3.939759e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170445 members 
Mstep: Class 2 contains 57829 members 
Entering Unmasked Estep 
Score: -39398276.000000 Penalty: 15114.419922
	Iteration 29Q: 3 clusters Score -3.939828e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173340 members 
Mstep: Class 2 contains 54934 members 
Entering Unmasked Estep 
Score: -39398864.000000 Penalty: 15114.419922
	Iteration 30Q: 3 clusters Score -3.939886e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176351 members 
Mstep: Class 2 contains 51923 members 
Entering Unmasked Estep 
Score: -39399632.000000 Penalty: 15114.419922
	Iteration 31Q: 3 clusters Score -3.939963e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179525 members 
Mstep: Class 2 contains 48749 members 
Entering Unmasked Estep 
Score: -39400624.000000 Penalty: 15114.419922
	Iteration 32Q: 3 clusters Score -3.940062e+07 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182869 members 
Mstep: Class 2 contains 45405 members 
Entering Unmasked Estep 
Score: -39401556.000000 Penalty: 15114.419922
	Iteration 33Q: 3 clusters Score -3.940156e+07 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186385 members 
Mstep: Class 2 contains 41889 members 
Entering Unmasked Estep 
Score: -39402620.000000 Penalty: 15114.419922
	Iteration 34Q: 3 clusters Score -3.940262e+07 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190059 members 
Mstep: Class 2 contains 38215 members 
Entering Unmasked Estep 
Score: -39403704.000000 Penalty: 15114.419922
	Iteration 35Q: 3 clusters Score -3.94037e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193802 members 
Mstep: Class 2 contains 34472 members 
Entering Unmasked Estep 
Score: -39405388.000000 Penalty: 15114.419922
	Iteration 36Q: 3 clusters Score -3.940539e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197552 members 
Mstep: Class 2 contains 30722 members 
Entering Unmasked Estep 
Score: -39406720.000000 Penalty: 15114.419922
	Iteration 37Q: 3 clusters Score -3.940672e+07 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201254 members 
Mstep: Class 2 contains 27020 members 
Entering Unmasked Estep 
Score: -39408124.000000 Penalty: 15114.419922
	Iteration 38Q: 3 clusters Score -3.940812e+07 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204835 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -39409500.000000 Penalty: 15114.419922
	Iteration 39Q: 3 clusters Score -3.94095e+07 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208139 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -39410920.000000 Penalty: 15114.419922
	Iteration 40F: 3 clusters Score -3.941092e+07 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211192 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -39412284.000000 Penalty: 15114.419922
	Iteration 41Q: 3 clusters Score -3.941228e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213984 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -39413516.000000 Penalty: 15114.419922
	Iteration 42Q: 3 clusters Score -3.941352e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216489 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -39414676.000000 Penalty: 15114.419922
	Iteration 43Q: 3 clusters Score -3.941468e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218596 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -39415704.000000 Penalty: 15114.419922
	Iteration 44Q: 3 clusters Score -3.94157e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220279 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -39416492.000000 Penalty: 15114.419922
	Iteration 45Q: 3 clusters Score -3.941649e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221648 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -39417068.000000 Penalty: 15114.419922
	Iteration 46Q: 3 clusters Score -3.941707e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222744 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -39417584.000000 Penalty: 15114.419922
	Iteration 47Q: 3 clusters Score -3.941758e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223545 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -39417980.000000 Penalty: 15114.419922
	Iteration 48Q: 3 clusters Score -3.941798e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224188 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -39418260.000000 Penalty: 15114.419922
	Iteration 49Q: 3 clusters Score -3.941826e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224631 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -39418500.000000 Penalty: 15114.419922
	Iteration 50Q: 3 clusters Score -3.94185e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224975 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -39418744.000000 Penalty: 15114.419922
	Iteration 51Q: 3 clusters Score -3.941874e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225231 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -39418864.000000 Penalty: 15114.419922
	Iteration 52Q: 3 clusters Score -3.941886e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225431 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -39419016.000000 Penalty: 15114.419922
	Iteration 53Q: 3 clusters Score -3.941902e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225586 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -39419100.000000 Penalty: 15114.419922
	Iteration 54Q: 3 clusters Score -3.94191e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225722 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -39419160.000000 Penalty: 15114.419922
	Iteration 55Q: 3 clusters Score -3.941916e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225813 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -39419232.000000 Penalty: 15114.419922
	Iteration 56Q: 3 clusters Score -3.941923e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225880 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -39419252.000000 Penalty: 15114.419922
	Iteration 57Q: 3 clusters Score -3.941925e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225928 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -39419232.000000 Penalty: 15114.419922
	Iteration 58Q: 3 clusters Score -3.941923e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225971 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -39419316.000000 Penalty: 15114.419922
	Iteration 59Q: 3 clusters Score -3.941932e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226003 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -39419304.000000 Penalty: 15114.419922
	Iteration 60F: 3 clusters Score -3.94193e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226037 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -39419344.000000 Penalty: 15114.419922
	Iteration 61Q: 3 clusters Score -3.941934e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226070 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -39419356.000000 Penalty: 15114.419922
	Iteration 62Q: 3 clusters Score -3.941936e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226089 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -39419352.000000 Penalty: 15114.419922
	Iteration 63Q: 3 clusters Score -3.941935e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226114 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -39419372.000000 Penalty: 15114.419922
	Iteration 64Q: 3 clusters Score -3.941937e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226131 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -39419340.000000 Penalty: 15114.419922
	Iteration 65Q: 3 clusters Score -3.941934e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226155 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -39419424.000000 Penalty: 15114.419922
	Iteration 66Q: 3 clusters Score -3.941942e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226182 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -39419448.000000 Penalty: 15114.419922
	Iteration 67Q: 3 clusters Score -3.941945e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226211 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -39419500.000000 Penalty: 15114.419922
	Iteration 68Q: 3 clusters Score -3.94195e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226229 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -39419500.000000 Penalty: 15114.419922
	Iteration 69Q: 3 clusters Score -3.94195e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226245 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -39419512.000000 Penalty: 15114.419922
	Iteration 70Q: 3 clusters Score -3.941951e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226258 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -39419552.000000 Penalty: 15114.419922
	Iteration 71Q: 3 clusters Score -3.941955e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226266 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -39419544.000000 Penalty: 15114.419922
	Iteration 72Q: 3 clusters Score -3.941954e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226282 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -39419572.000000 Penalty: 15114.419922
	Iteration 73Q: 3 clusters Score -3.941957e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226291 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -39419560.000000 Penalty: 15114.419922
	Iteration 74Q: 3 clusters Score -3.941956e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226298 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -39419584.000000 Penalty: 15114.419922
	Iteration 75Q: 3 clusters Score -3.941958e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226302 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -39419608.000000 Penalty: 15114.419922
	Iteration 76Q: 3 clusters Score -3.941961e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226308 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -39419616.000000 Penalty: 15114.419922
	Iteration 77Q: 3 clusters Score -3.941962e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226312 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -39419616.000000 Penalty: 15114.419922
	Iteration 78Q: 3 clusters Score -3.941962e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226314 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -39419628.000000 Penalty: 15114.419922
	Iteration 79Q: 3 clusters Score -3.941963e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226316 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -39419620.000000 Penalty: 15114.419922
	Iteration 80F: 3 clusters Score -3.941962e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226317 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -39419612.000000 Penalty: 15114.419922
	Iteration 81Q: 3 clusters Score -3.941961e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226319 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -39419624.000000 Penalty: 15114.419922
	Iteration 82Q: 3 clusters Score -3.941962e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226321 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -39419620.000000 Penalty: 15114.419922
	Iteration 83Q: 3 clusters Score -3.941962e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226324 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -39419616.000000 Penalty: 15114.419922
	Iteration 84Q: 3 clusters Score -3.941962e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226324 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -39419616.000000 Penalty: 15114.419922
	Iteration 85F: 3 clusters Score -3.941962e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (28787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Entering Unmasked Estep 
Score: -4927568.000000 Penalty: 6288.953613
	Iteration 0F: 2 clusters Score -4927568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -4905502.500000 Penalty: 12577.907227
	Iteration 0F: 3 clusters Score -4905502 nChanged 12097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -4911947.500000 Penalty: 12577.907227
	Iteration 1F: 3 clusters Score -4911948 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -4912561.500000 Penalty: 12577.907227
	Iteration 2F: 3 clusters Score -4912562 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -4913001.500000 Penalty: 12577.907227
	Iteration 3Q: 3 clusters Score -4913002 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -4913348.000000 Penalty: 12577.907227
	Iteration 4Q: 3 clusters Score -4913348 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -4913591.500000 Penalty: 12577.907227
	Iteration 5Q: 3 clusters Score -4913592 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -4913788.500000 Penalty: 12577.907227
	Iteration 6Q: 3 clusters Score -4913788 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -4913963.500000 Penalty: 12577.907227
	Iteration 7Q: 3 clusters Score -4913964 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -4914106.500000 Penalty: 12577.907227
	Iteration 8Q: 3 clusters Score -4914106 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -4914226.500000 Penalty: 12577.907227
	Iteration 9Q: 3 clusters Score -4914226 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -4914359.500000 Penalty: 12577.907227
	Iteration 10Q: 3 clusters Score -4914360 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -4914475.500000 Penalty: 12577.907227
	Iteration 11Q: 3 clusters Score -4914476 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -4914584.500000 Penalty: 12577.907227
	Iteration 12Q: 3 clusters Score -4914584 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -4914743.500000 Penalty: 12577.907227
	Iteration 13Q: 3 clusters Score -4914744 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -4914891.500000 Penalty: 12577.907227
	Iteration 14Q: 3 clusters Score -4914892 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -4915104.000000 Penalty: 12577.907227
	Iteration 15Q: 3 clusters Score -4915104 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -4915412.000000 Penalty: 12577.907227
	Iteration 16Q: 3 clusters Score -4915412 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -4915834.500000 Penalty: 12577.907227
	Iteration 17Q: 3 clusters Score -4915834 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -4916369.500000 Penalty: 12577.907227
	Iteration 18Q: 3 clusters Score -4916370 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -4917066.000000 Penalty: 12577.907227
	Iteration 19Q: 3 clusters Score -4917066 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -4917984.500000 Penalty: 12577.907227
	Iteration 20F: 3 clusters Score -4917984 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -4918912.500000 Penalty: 12577.907227
	Iteration 21Q: 3 clusters Score -4918912 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -4919823.000000 Penalty: 12577.907227
	Iteration 22Q: 3 clusters Score -4919823 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -4920566.000000 Penalty: 12577.907227
	Iteration 23Q: 3 clusters Score -4920566 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -4921044.500000 Penalty: 12577.907227
	Iteration 24Q: 3 clusters Score -4921044 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27554 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -4921373.000000 Penalty: 12577.907227
	Iteration 25Q: 3 clusters Score -4921373 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27740 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -4921556.500000 Penalty: 12577.907227
	Iteration 26Q: 3 clusters Score -4921556 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27846 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -4921665.500000 Penalty: 12577.907227
	Iteration 27Q: 3 clusters Score -4921666 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27918 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -4921755.000000 Penalty: 12577.907227
	Iteration 28Q: 3 clusters Score -4921755 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27965 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -4921814.000000 Penalty: 12577.907227
	Iteration 29Q: 3 clusters Score -4921814 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27999 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -4921853.500000 Penalty: 12577.907227
	Iteration 30Q: 3 clusters Score -4921854 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -4921878.500000 Penalty: 12577.907227
	Iteration 31Q: 3 clusters Score -4921878 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28042 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -4921891.000000 Penalty: 12577.907227
	Iteration 32Q: 3 clusters Score -4921891 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -4921909.500000 Penalty: 12577.907227
	Iteration 33Q: 3 clusters Score -4921910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -4921918.500000 Penalty: 12577.907227
	Iteration 34Q: 3 clusters Score -4921918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28074 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -4921927.000000 Penalty: 12577.907227
	Iteration 35Q: 3 clusters Score -4921927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28080 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -4921935.000000 Penalty: 12577.907227
	Iteration 36Q: 3 clusters Score -4921935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -4921936.000000 Penalty: 12577.907227
	Iteration 37Q: 3 clusters Score -4921936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -4921937.500000 Penalty: 12577.907227
	Iteration 38Q: 3 clusters Score -4921938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28090 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -4921943.000000 Penalty: 12577.907227
	Iteration 39Q: 3 clusters Score -4921943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28094 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -4921956.500000 Penalty: 12577.907227
	Iteration 40F: 3 clusters Score -4921956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28101 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -4921971.500000 Penalty: 12577.907227
	Iteration 41Q: 3 clusters Score -4921972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28113 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -4921984.500000 Penalty: 12577.907227
	Iteration 42Q: 3 clusters Score -4921984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -4921994.000000 Penalty: 12577.907227
	Iteration 43Q: 3 clusters Score -4921994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28124 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -4922001.500000 Penalty: 12577.907227
	Iteration 44Q: 3 clusters Score -4922002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28129 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -4922014.000000 Penalty: 12577.907227
	Iteration 45Q: 3 clusters Score -4922014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28132 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -4922025.500000 Penalty: 12577.907227
	Iteration 46Q: 3 clusters Score -4922026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28135 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -4922036.000000 Penalty: 12577.907227
	Iteration 47Q: 3 clusters Score -4922036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28135 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -4922042.500000 Penalty: 12577.907227
	Iteration 48Q: 3 clusters Score -4922042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28137 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4922043.500000 Penalty: 12577.907227
	Iteration 49Q: 3 clusters Score -4922044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28139 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -4922044.500000 Penalty: 12577.907227
	Iteration 50Q: 3 clusters Score -4922044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28140 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -4922042.500000 Penalty: 12577.907227
	Iteration 51Q: 3 clusters Score -4922042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28141 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -4922047.500000 Penalty: 12577.907227
	Iteration 52Q: 3 clusters Score -4922048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28142 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -4922049.000000 Penalty: 12577.907227
	Iteration 53Q: 3 clusters Score -4922049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28142 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -4922047.500000 Penalty: 12577.907227
	Iteration 54Q: 3 clusters Score -4922048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28142 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -4922047.500000 Penalty: 12577.907227
	Iteration 55F: 3 clusters Score -4922048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Entering Unmasked Estep 
Score: -289740.562500 Penalty: 4644.739258
	Iteration 0F: 2 clusters Score -289740.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -284992.281250 Penalty: 9289.478516
	Iteration 0F: 3 clusters Score -284992.3 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -285931.531250 Penalty: 9289.478516
	Iteration 1F: 3 clusters Score -285931.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -286435.781250 Penalty: 9289.478516
	Iteration 2F: 3 clusters Score -286435.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -286786.218750 Penalty: 9289.478516
	Iteration 3F: 3 clusters Score -286786.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -287032.593750 Penalty: 9289.478516
	Iteration 4F: 3 clusters Score -287032.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -287319.687500 Penalty: 9289.478516
	Iteration 5Q: 3 clusters Score -287319.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -287526.531250 Penalty: 9289.478516
	Iteration 6Q: 3 clusters Score -287526.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -287647.062500 Penalty: 9289.478516
	Iteration 7Q: 3 clusters Score -287647.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -287775.812500 Penalty: 9289.478516
	Iteration 8Q: 3 clusters Score -287775.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -287873.000000 Penalty: 9289.478516
	Iteration 9Q: 3 clusters Score -287873 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -287958.500000 Penalty: 9289.478516
	Iteration 10Q: 3 clusters Score -287958.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -288042.500000 Penalty: 9289.478516
	Iteration 11Q: 3 clusters Score -288042.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -288100.875000 Penalty: 9289.478516
	Iteration 12Q: 3 clusters Score -288100.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -288137.593750 Penalty: 9289.478516
	Iteration 13Q: 3 clusters Score -288137.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -288152.937500 Penalty: 9289.478516
	Iteration 14Q: 3 clusters Score -288152.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -288160.250000 Penalty: 9289.478516
	Iteration 15Q: 3 clusters Score -288160.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -288164.531250 Penalty: 9289.478516
	Iteration 16Q: 3 clusters Score -288164.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -288169.375000 Penalty: 9289.478516
	Iteration 17Q: 3 clusters Score -288169.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -288172.531250 Penalty: 9289.478516
	Iteration 18Q: 3 clusters Score -288172.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -288183.625000 Penalty: 9289.478516
	Iteration 19Q: 3 clusters Score -288183.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -288207.281250 Penalty: 9289.478516
	Iteration 20F: 3 clusters Score -288207.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -288254.093750 Penalty: 9289.478516
	Iteration 21Q: 3 clusters Score -288254.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -288289.187500 Penalty: 9289.478516
	Iteration 22Q: 3 clusters Score -288289.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -288301.156250 Penalty: 9289.478516
	Iteration 23Q: 3 clusters Score -288301.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -288318.781250 Penalty: 9289.478516
	Iteration 24Q: 3 clusters Score -288318.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -288349.062500 Penalty: 9289.478516
	Iteration 25Q: 3 clusters Score -288349.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -288356.250000 Penalty: 9289.478516
	Iteration 26Q: 3 clusters Score -288356.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -288358.343750 Penalty: 9289.478516
	Iteration 27Q: 3 clusters Score -288358.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -288358.343750 Penalty: 9289.478516
	Iteration 28F: 3 clusters Score -288358.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (117970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117970 members 
Entering Unmasked Estep 
Score: -19980642.000000 Penalty: 7152.888672
	Iteration 0F: 2 clusters Score -1.998064e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59171 members 
Mstep: Class 2 contains 58799 members 
Entering Unmasked Estep 
Score: -19900730.000000 Penalty: 14305.777344
	Iteration 0F: 3 clusters Score -1.990073e+07 nChanged 54177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61270 members 
Mstep: Class 2 contains 56700 members 
Entering Unmasked Estep 
Score: -19930330.000000 Penalty: 14305.777344
	Iteration 1F: 3 clusters Score -1.993033e+07 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62534 members 
Mstep: Class 2 contains 55436 members 
Entering Unmasked Estep 
Score: -19931448.000000 Penalty: 14305.777344
	Iteration 2Q: 3 clusters Score -1.993145e+07 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64331 members 
Mstep: Class 2 contains 53639 members 
Entering Unmasked Estep 
Score: -19932520.000000 Penalty: 14305.777344
	Iteration 3Q: 3 clusters Score -1.993252e+07 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66819 members 
Mstep: Class 2 contains 51151 members 
Entering Unmasked Estep 
Score: -19933752.000000 Penalty: 14305.777344
	Iteration 4Q: 3 clusters Score -1.993375e+07 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70294 members 
Mstep: Class 2 contains 47676 members 
Entering Unmasked Estep 
Score: -19935342.000000 Penalty: 14305.777344
	Iteration 5Q: 3 clusters Score -1.993534e+07 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75256 members 
Mstep: Class 2 contains 42714 members 
Entering Unmasked Estep 
Score: -19937736.000000 Penalty: 14305.777344
	Iteration 6Q: 3 clusters Score -1.993774e+07 nChanged 7016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82066 members 
Mstep: Class 2 contains 35904 members 
Entering Unmasked Estep 
Score: -19941768.000000 Penalty: 14305.777344
	Iteration 7F: 3 clusters Score -1.994177e+07 nChanged 8779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90763 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -19948608.000000 Penalty: 14305.777344
	Iteration 8F: 3 clusters Score -1.994861e+07 nChanged 9748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100487 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -19957396.000000 Penalty: 14305.777344
	Iteration 9F: 3 clusters Score -1.99574e+07 nChanged 8428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108901 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -19965794.000000 Penalty: 14305.777344
	Iteration 10F: 3 clusters Score -1.996579e+07 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114029 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -19970812.000000 Penalty: 14305.777344
	Iteration 11Q: 3 clusters Score -1.997081e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116216 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -19972904.000000 Penalty: 14305.777344
	Iteration 12Q: 3 clusters Score -1.99729e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116960 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -19973668.000000 Penalty: 14305.777344
	Iteration 13Q: 3 clusters Score -1.997367e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117187 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -19973952.000000 Penalty: 14305.777344
	Iteration 14Q: 3 clusters Score -1.997395e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117285 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -19974110.000000 Penalty: 14305.777344
	Iteration 15Q: 3 clusters Score -1.997411e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117334 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -19974220.000000 Penalty: 14305.777344
	Iteration 16Q: 3 clusters Score -1.997422e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117353 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -19974288.000000 Penalty: 14305.777344
	Iteration 17Q: 3 clusters Score -1.997429e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117373 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -19974328.000000 Penalty: 14305.777344
	Iteration 18Q: 3 clusters Score -1.997433e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117390 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -19974384.000000 Penalty: 14305.777344
	Iteration 19Q: 3 clusters Score -1.997438e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117400 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -19974422.000000 Penalty: 14305.777344
	Iteration 20F: 3 clusters Score -1.997442e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117413 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1.997441e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117423 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1.997443e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117428 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1.997444e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117432 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1.997447e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117433 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1.997447e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117436 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1.997447e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117437 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1.997448e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117439 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1.997447e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117441 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1.997447e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117444 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1.997449e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117445 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1.997447e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117445 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
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	Iteration 32F: 3 clusters Score -1.997447e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 226488 members 
Mstep: Class 3 contains 2757 members 
Mstep: Class 4 contains 9426 members 
Mstep: Class 5 contains 26830 members 
Mstep: Class 6 contains 47713 members 
Mstep: Class 7 contains 16311 members 
Mstep: Class 8 contains 21093 members 
Mstep: Class 10 contains 1390 members 
Mstep: Class 11 contains 17887 members 
Mstep: Class 12 contains 1567 members 
Mstep: Class 13 contains 1468 members 
Mstep: Class 14 contains 561708 members 
Mstep: Class 16 contains 61571 members 
Mstep: Class 17 contains 228274 members 
Mstep: Class 18 contains 28787 members 
Mstep: Class 19 contains 1965 members 
Mstep: Class 21 contains 117970 members 
Entering Unmasked Estep 
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Iteration 39Q: 19 clusters Score -2.332933e+08 nChanged 10605
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 227519 members 
Mstep: Class 2 contains 1050 members 
Mstep: Class 3 contains 2760 members 
Mstep: Class 4 contains 9413 members 
Mstep: Class 5 contains 26852 members 
Mstep: Class 6 contains 47754 members 
Mstep: Class 7 contains 15783 members 
Mstep: Class 8 contains 21090 members 
Mstep: Class 10 contains 1394 members 
Mstep: Class 11 contains 17832 members 
Mstep: Class 12 contains 1568 members 
Mstep: Class 13 contains 1464 members 
Mstep: Class 14 contains 559660 members 
Mstep: Class 16 contains 61752 members 
Mstep: Class 17 contains 231233 members 
Mstep: Class 18 contains 28779 members 
Mstep: Class 19 contains 1956 members 
Mstep: Class 21 contains 116397 members 
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Iteration 40F: 19 clusters Score -2.332964e+08 nChanged 11730
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 228322 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 9418 members 
Mstep: Class 5 contains 26831 members 
Mstep: Class 6 contains 47744 members 
Mstep: Class 7 contains 15274 members 
Mstep: Class 8 contains 21084 members 
Mstep: Class 10 contains 1397 members 
Mstep: Class 11 contains 17775 members 
Mstep: Class 12 contains 1565 members 
Mstep: Class 13 contains 1463 members 
Mstep: Class 14 contains 556242 members 
Mstep: Class 16 contains 61864 members 
Mstep: Class 17 contains 235861 members 
Mstep: Class 18 contains 28768 members 
Mstep: Class 19 contains 1949 members 
Mstep: Class 21 contains 114889 members 
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Iteration 41Q: 19 clusters Score -2.332996e+08 nChanged 12029
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 228916 members 
Mstep: Class 2 contains 1056 members 
Mstep: Class 3 contains 2760 members 
Mstep: Class 4 contains 9390 members 
Mstep: Class 5 contains 26815 members 
Mstep: Class 6 contains 47746 members 
Mstep: Class 7 contains 14825 members 
Mstep: Class 8 contains 21085 members 
Mstep: Class 10 contains 1397 members 
Mstep: Class 11 contains 17712 members 
Mstep: Class 12 contains 1563 members 
Mstep: Class 13 contains 1463 members 
Mstep: Class 14 contains 552925 members 
Mstep: Class 16 contains 61968 members 
Mstep: Class 17 contains 240542 members 
Mstep: Class 18 contains 28766 members 
Mstep: Class 19 contains 1944 members 
Mstep: Class 21 contains 113386 members 
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Iteration 42Q: 19 clusters Score -2.333023e+08 nChanged 11590
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 229395 members 
Mstep: Class 2 contains 1057 members 
Mstep: Class 3 contains 2762 members 
Mstep: Class 4 contains 9356 members 
Mstep: Class 5 contains 26820 members 
Mstep: Class 6 contains 47741 members 
Mstep: Class 7 contains 14393 members 
Mstep: Class 8 contains 21085 members 
Mstep: Class 10 contains 1397 members 
Mstep: Class 11 contains 17653 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1463 members 
Mstep: Class 14 contains 549726 members 
Mstep: Class 16 contains 62057 members 
Mstep: Class 17 contains 245087 members 
Mstep: Class 18 contains 28757 members 
Mstep: Class 19 contains 1940 members 
Mstep: Class 21 contains 112008 members 
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Iteration 43Q: 19 clusters Score -2.33304e+08 nChanged 11120
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 229664 members 
Mstep: Class 2 contains 1057 members 
Mstep: Class 3 contains 2760 members 
Mstep: Class 4 contains 9343 members 
Mstep: Class 5 contains 26845 members 
Mstep: Class 6 contains 47689 members 
Mstep: Class 7 contains 13993 members 
Mstep: Class 8 contains 21088 members 
Mstep: Class 10 contains 1397 members 
Mstep: Class 11 contains 17595 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1463 members 
Mstep: Class 14 contains 546661 members 
Mstep: Class 16 contains 62156 members 
Mstep: Class 17 contains 249622 members 
Mstep: Class 18 contains 28715 members 
Mstep: Class 19 contains 1936 members 
Mstep: Class 21 contains 110713 members 
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Iteration 44Q: 19 clusters Score -2.333059e+08 nChanged 10519
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 229859 members 
Mstep: Class 2 contains 1057 members 
Mstep: Class 3 contains 2761 members 
Mstep: Class 4 contains 9335 members 
Mstep: Class 5 contains 26878 members 
Mstep: Class 6 contains 47669 members 
Mstep: Class 7 contains 13606 members 
Mstep: Class 8 contains 21090 members 
Mstep: Class 10 contains 1397 members 
Mstep: Class 11 contains 17536 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1463 members 
Mstep: Class 14 contains 543784 members 
Mstep: Class 16 contains 62229 members 
Mstep: Class 17 contains 253973 members 
Mstep: Class 18 contains 28624 members 
Mstep: Class 19 contains 1931 members 
Mstep: Class 21 contains 109505 members 
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Iteration 45Q: 19 clusters Score -2.333078e+08 nChanged 10209
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 230005 members 
Mstep: Class 2 contains 1057 members 
Mstep: Class 3 contains 2761 members 
Mstep: Class 4 contains 9321 members 
Mstep: Class 5 contains 26903 members 
Mstep: Class 6 contains 47607 members 
Mstep: Class 7 contains 13272 members 
Mstep: Class 8 contains 21092 members 
Mstep: Class 10 contains 1397 members 
Mstep: Class 11 contains 17472 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1463 members 
Mstep: Class 14 contains 541080 members 
Mstep: Class 16 contains 62290 members 
Mstep: Class 17 contains 258241 members 
Mstep: Class 18 contains 28562 members 
Mstep: Class 19 contains 1929 members 
Mstep: Class 21 contains 108245 members 
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Iteration 46Q: 19 clusters Score -2.333095e+08 nChanged 9684
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 230013 members 
Mstep: Class 2 contains 1057 members 
Mstep: Class 3 contains 2757 members 
Mstep: Class 4 contains 9312 members 
Mstep: Class 5 contains 26929 members 
Mstep: Class 6 contains 47551 members 
Mstep: Class 7 contains 12978 members 
Mstep: Class 8 contains 21092 members 
Mstep: Class 10 contains 1397 members 
Mstep: Class 11 contains 17414 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1463 members 
Mstep: Class 14 contains 538526 members 
Mstep: Class 16 contains 62348 members 
Mstep: Class 17 contains 262385 members 
Mstep: Class 18 contains 28460 members 
Mstep: Class 19 contains 1924 members 
Mstep: Class 21 contains 107091 members 
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Iteration 47Q: 19 clusters Score -2.333119e+08 nChanged 9250
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 229890 members 
Mstep: Class 2 contains 1057 members 
Mstep: Class 3 contains 2754 members 
Mstep: Class 4 contains 9299 members 
Mstep: Class 5 contains 26917 members 
Mstep: Class 6 contains 47508 members 
Mstep: Class 7 contains 12717 members 
Mstep: Class 8 contains 21091 members 
Mstep: Class 10 contains 1397 members 
Mstep: Class 11 contains 17338 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1463 members 
Mstep: Class 14 contains 536215 members 
Mstep: Class 16 contains 62389 members 
Mstep: Class 17 contains 266368 members 
Mstep: Class 18 contains 28348 members 
Mstep: Class 19 contains 1922 members 
Mstep: Class 21 contains 106024 members 
Entering Unmasked Estep 
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Iteration 48Q: 19 clusters Score -2.333144e+08 nChanged 8591
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 229672 members 
Mstep: Class 2 contains 1057 members 
Mstep: Class 3 contains 2757 members 
Mstep: Class 4 contains 9287 members 
Mstep: Class 5 contains 26902 members 
Mstep: Class 6 contains 47424 members 
Mstep: Class 7 contains 12477 members 
Mstep: Class 8 contains 21088 members 
Mstep: Class 10 contains 1397 members 
Mstep: Class 11 contains 17290 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1463 members 
Mstep: Class 14 contains 534255 members 
Mstep: Class 16 contains 62442 members 
Mstep: Class 17 contains 270001 members 
Mstep: Class 18 contains 28225 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 21 contains 105043 members 
Entering Unmasked Estep 
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Iteration 49Q: 19 clusters Score -2.333157e+08 nChanged 8163
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 229423 members 
Mstep: Class 2 contains 1057 members 
Mstep: Class 3 contains 2757 members 
Mstep: Class 4 contains 9281 members 
Mstep: Class 5 contains 26888 members 
Mstep: Class 6 contains 47330 members 
Mstep: Class 7 contains 12247 members 
Mstep: Class 8 contains 21092 members 
Mstep: Class 10 contains 1397 members 
Mstep: Class 11 contains 17217 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1463 members 
Mstep: Class 14 contains 532491 members 
Mstep: Class 16 contains 62454 members 
Mstep: Class 17 contains 273435 members 
Mstep: Class 18 contains 28109 members 
Mstep: Class 19 contains 1914 members 
Mstep: Class 21 contains 104142 members 
Entering Unmasked Estep 
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Iteration 50Q: 19 clusters Score -2.333165e+08 nChanged 7647
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 229062 members 
Mstep: Class 2 contains 1057 members 
Mstep: Class 3 contains 2760 members 
Mstep: Class 4 contains 9259 members 
Mstep: Class 5 contains 26899 members 
Mstep: Class 6 contains 47220 members 
Mstep: Class 7 contains 12052 members 
Mstep: Class 8 contains 21089 members 
Mstep: Class 10 contains 1397 members 
Mstep: Class 11 contains 17137 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1463 members 
Mstep: Class 14 contains 531002 members 
Mstep: Class 16 contains 62457 members 
Mstep: Class 17 contains 276556 members 
Mstep: Class 18 contains 28024 members 
Mstep: Class 19 contains 1909 members 
Mstep: Class 21 contains 103354 members 
Entering Unmasked Estep 
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Iteration 51Q: 19 clusters Score -2.33318e+08 nChanged 7194
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 228632 members 
Mstep: Class 2 contains 1057 members 
Mstep: Class 3 contains 2758 members 
Mstep: Class 4 contains 9248 members 
Mstep: Class 5 contains 26913 members 
Mstep: Class 6 contains 47108 members 
Mstep: Class 7 contains 11872 members 
Mstep: Class 8 contains 21089 members 
Mstep: Class 10 contains 1397 members 
Mstep: Class 11 contains 17045 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1463 members 
Mstep: Class 14 contains 529682 members 
Mstep: Class 16 contains 62502 members 
Mstep: Class 17 contains 279419 members 
Mstep: Class 18 contains 27980 members 
Mstep: Class 19 contains 1905 members 
Mstep: Class 21 contains 102627 members 
Entering Unmasked Estep 
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Iteration 52Q: 19 clusters Score -2.333192e+08 nChanged 6757
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 228226 members 
Mstep: Class 2 contains 1057 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 9245 members 
Mstep: Class 5 contains 26896 members 
Mstep: Class 6 contains 47008 members 
Mstep: Class 7 contains 11710 members 
Mstep: Class 8 contains 21087 members 
Mstep: Class 10 contains 1397 members 
Mstep: Class 11 contains 16934 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1463 members 
Mstep: Class 14 contains 528478 members 
Mstep: Class 16 contains 62518 members 
Mstep: Class 17 contains 282092 members 
Mstep: Class 18 contains 27952 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 21 contains 101978 members 
Entering Unmasked Estep 
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Iteration 53Q: 19 clusters Score -2.333198e+08 nChanged 6506
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 227784 members 
Mstep: Class 2 contains 1057 members 
Mstep: Class 3 contains 2758 members 
Mstep: Class 4 contains 9243 members 
Mstep: Class 5 contains 26858 members 
Mstep: Class 6 contains 46894 members 
Mstep: Class 7 contains 11570 members 
Mstep: Class 8 contains 21084 members 
Mstep: Class 10 contains 1397 members 
Mstep: Class 11 contains 16814 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1463 members 
Mstep: Class 14 contains 527385 members 
Mstep: Class 16 contains 62544 members 
Mstep: Class 17 contains 284634 members 
Mstep: Class 18 contains 27924 members 
Mstep: Class 19 contains 1894 members 
Mstep: Class 21 contains 101394 members 
Entering Unmasked Estep 
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Iteration 54Q: 19 clusters Score -2.333207e+08 nChanged 6110
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 227307 members 
Mstep: Class 2 contains 1057 members 
Mstep: Class 3 contains 2757 members 
Mstep: Class 4 contains 9231 members 
Mstep: Class 5 contains 26873 members 
Mstep: Class 6 contains 46825 members 
Mstep: Class 7 contains 11460 members 
Mstep: Class 8 contains 21081 members 
Mstep: Class 10 contains 1397 members 
Mstep: Class 11 contains 16705 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1463 members 
Mstep: Class 14 contains 526486 members 
Mstep: Class 16 contains 62578 members 
Mstep: Class 17 contains 286888 members 
Mstep: Class 18 contains 27867 members 
Mstep: Class 19 contains 1890 members 
Mstep: Class 21 contains 100832 members 
Entering Unmasked Estep 
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Iteration 55Q: 19 clusters Score -2.333217e+08 nChanged 5807
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 226864 members 
Mstep: Class 2 contains 1057 members 
Mstep: Class 3 contains 2753 members 
Mstep: Class 4 contains 9234 members 
Mstep: Class 5 contains 26880 members 
Mstep: Class 6 contains 46747 members 
Mstep: Class 7 contains 11377 members 
Mstep: Class 8 contains 21080 members 
Mstep: Class 10 contains 1397 members 
Mstep: Class 11 contains 16610 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1463 members 
Mstep: Class 14 contains 525536 members 
Mstep: Class 16 contains 62637 members 
Mstep: Class 17 contains 289025 members 
Mstep: Class 18 contains 27843 members 
Mstep: Class 19 contains 1882 members 
Mstep: Class 21 contains 100312 members 
Entering Unmasked Estep 
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Iteration 56Q: 19 clusters Score -2.333217e+08 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 226393 members 
Mstep: Class 2 contains 1057 members 
Mstep: Class 3 contains 2752 members 
Mstep: Class 4 contains 9223 members 
Mstep: Class 5 contains 26848 members 
Mstep: Class 6 contains 46681 members 
Mstep: Class 7 contains 11301 members 
Mstep: Class 8 contains 21080 members 
Mstep: Class 10 contains 1397 members 
Mstep: Class 11 contains 16518 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1463 members 
Mstep: Class 14 contains 524658 members 
Mstep: Class 16 contains 62697 members 
Mstep: Class 17 contains 291082 members 
Mstep: Class 18 contains 27808 members 
Mstep: Class 19 contains 1878 members 
Mstep: Class 21 contains 99861 members 
Entering Unmasked Estep 
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Iteration 57Q: 19 clusters Score -2.333225e+08 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 225921 members 
Mstep: Class 2 contains 1057 members 
Mstep: Class 3 contains 2748 members 
Mstep: Class 4 contains 9196 members 
Mstep: Class 5 contains 26804 members 
Mstep: Class 6 contains 46613 members 
Mstep: Class 7 contains 11236 members 
Mstep: Class 8 contains 21074 members 
Mstep: Class 10 contains 1397 members 
Mstep: Class 11 contains 16435 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1463 members 
Mstep: Class 14 contains 523839 members 
Mstep: Class 16 contains 62745 members 
Mstep: Class 17 contains 293032 members 
Mstep: Class 18 contains 27784 members 
Mstep: Class 19 contains 1873 members 
Mstep: Class 21 contains 99480 members 
Entering Unmasked Estep 
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Iteration 58Q: 19 clusters Score -2.333232e+08 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 225406 members 
Mstep: Class 2 contains 1057 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 9180 members 
Mstep: Class 5 contains 26761 members 
Mstep: Class 6 contains 46558 members 
Mstep: Class 7 contains 11179 members 
Mstep: Class 8 contains 21072 members 
Mstep: Class 10 contains 1397 members 
Mstep: Class 11 contains 16354 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1463 members 
Mstep: Class 14 contains 523185 members 
Mstep: Class 16 contains 62810 members 
Mstep: Class 17 contains 294787 members 
Mstep: Class 18 contains 27774 members 
Mstep: Class 19 contains 1869 members 
Mstep: Class 21 contains 99099 members 
Entering Unmasked Estep 
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Iteration 59Q: 19 clusters Score -2.333239e+08 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 224846 members 
Mstep: Class 2 contains 1057 members 
Mstep: Class 3 contains 2745 members 
Mstep: Class 4 contains 9168 members 
Mstep: Class 5 contains 26750 members 
Mstep: Class 6 contains 46504 members 
Mstep: Class 7 contains 11146 members 
Mstep: Class 8 contains 21070 members 
Mstep: Class 10 contains 1397 members 
Mstep: Class 11 contains 16282 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1463 members 
Mstep: Class 14 contains 522648 members 
Mstep: Class 16 contains 62843 members 
Mstep: Class 17 contains 296442 members 
Mstep: Class 18 contains 27757 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 21 contains 98713 members 
Entering Unmasked Estep 
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Iteration 60F: 19 clusters Score -2.333248e+08 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 224361 members 
Mstep: Class 2 contains 1057 members 
Mstep: Class 3 contains 2744 members 
Mstep: Class 4 contains 9168 members 
Mstep: Class 5 contains 26718 members 
Mstep: Class 6 contains 46446 members 
Mstep: Class 7 contains 11107 members 
Mstep: Class 8 contains 21068 members 
Mstep: Class 10 contains 1397 members 
Mstep: Class 11 contains 16214 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1463 members 
Mstep: Class 14 contains 522023 members 
Mstep: Class 16 contains 62899 members 
Mstep: Class 17 contains 298015 members 
Mstep: Class 18 contains 27750 members 
Mstep: Class 19 contains 1861 members 
Mstep: Class 21 contains 98406 members 
Entering Unmasked Estep 
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Iteration 61Q: 19 clusters Score -2.333256e+08 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 223838 members 
Mstep: Class 2 contains 1057 members 
Mstep: Class 3 contains 2743 members 
Mstep: Class 4 contains 9145 members 
Mstep: Class 5 contains 26688 members 
Mstep: Class 6 contains 46405 members 
Mstep: Class 7 contains 11067 members 
Mstep: Class 8 contains 21067 members 
Mstep: Class 10 contains 1397 members 
Mstep: Class 11 contains 16146 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1463 members 
Mstep: Class 14 contains 521495 members 
Mstep: Class 16 contains 62958 members 
Mstep: Class 17 contains 299485 members 
Mstep: Class 18 contains 27745 members 
Mstep: Class 19 contains 1859 members 
Mstep: Class 21 contains 98140 members 
Entering Unmasked Estep 
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Iteration 62Q: 19 clusters Score -2.333261e+08 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 223349 members 
Mstep: Class 2 contains 1057 members 
Mstep: Class 3 contains 2742 members 
Mstep: Class 4 contains 9135 members 
Mstep: Class 5 contains 26628 members 
Mstep: Class 6 contains 46374 members 
Mstep: Class 7 contains 11026 members 
Mstep: Class 8 contains 21065 members 
Mstep: Class 10 contains 1397 members 
Mstep: Class 11 contains 16095 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1463 members 
Mstep: Class 14 contains 521037 members 
Mstep: Class 16 contains 62995 members 
Mstep: Class 17 contains 300831 members 
Mstep: Class 18 contains 27731 members 
Mstep: Class 19 contains 1858 members 
Mstep: Class 21 contains 97916 members 
Entering Unmasked Estep 
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Iteration 63Q: 19 clusters Score -2.333264e+08 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 222936 members 
Mstep: Class 2 contains 1057 members 
Mstep: Class 3 contains 2739 members 
Mstep: Class 4 contains 9129 members 
Mstep: Class 5 contains 26575 members 
Mstep: Class 6 contains 46354 members 
Mstep: Class 7 contains 10998 members 
Mstep: Class 8 contains 21063 members 
Mstep: Class 10 contains 1397 members 
Mstep: Class 11 contains 16045 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1463 members 
Mstep: Class 14 contains 520688 members 
Mstep: Class 16 contains 63045 members 
Mstep: Class 17 contains 301934 members 
Mstep: Class 18 contains 27729 members 
Mstep: Class 19 contains 1850 members 
Mstep: Class 21 contains 97697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326784.000000 Penalty: 155821.171875
Iteration 64Q: 19 clusters Score -2.333268e+08 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 222572 members 
Mstep: Class 2 contains 1057 members 
Mstep: Class 3 contains 2740 members 
Mstep: Class 4 contains 9127 members 
Mstep: Class 5 contains 26522 members 
Mstep: Class 6 contains 46319 members 
Mstep: Class 7 contains 10963 members 
Mstep: Class 8 contains 21061 members 
Mstep: Class 10 contains 1397 members 
Mstep: Class 11 contains 15983 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1463 members 
Mstep: Class 14 contains 520386 members 
Mstep: Class 16 contains 63083 members 
Mstep: Class 17 contains 302904 members 
Mstep: Class 18 contains 27736 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 21 contains 97539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327200.000000 Penalty: 155821.171875
Iteration 65Q: 19 clusters Score -2.333272e+08 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 222283 members 
Mstep: Class 2 contains 1057 members 
Mstep: Class 3 contains 2739 members 
Mstep: Class 4 contains 9119 members 
Mstep: Class 5 contains 26458 members 
Mstep: Class 6 contains 46284 members 
Mstep: Class 7 contains 10937 members 
Mstep: Class 8 contains 21057 members 
Mstep: Class 10 contains 1397 members 
Mstep: Class 11 contains 15937 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1463 members 
Mstep: Class 14 contains 520132 members 
Mstep: Class 16 contains 63121 members 
Mstep: Class 17 contains 303750 members 
Mstep: Class 18 contains 27725 members 
Mstep: Class 19 contains 1843 members 
Mstep: Class 21 contains 97397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327040.000000 Penalty: 155821.171875
Iteration 66Q: 19 clusters Score -2.33327e+08 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 222086 members 
Mstep: Class 2 contains 1057 members 
Mstep: Class 3 contains 2738 members 
Mstep: Class 4 contains 9121 members 
Mstep: Class 5 contains 26407 members 
Mstep: Class 6 contains 46244 members 
Mstep: Class 7 contains 10909 members 
Mstep: Class 8 contains 21054 members 
Mstep: Class 10 contains 1397 members 
Mstep: Class 11 contains 15861 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1463 members 
Mstep: Class 14 contains 519938 members 
Mstep: Class 16 contains 63170 members 
Mstep: Class 17 contains 304396 members 
Mstep: Class 18 contains 27756 members 
Mstep: Class 19 contains 1840 members 
Mstep: Class 21 contains 97262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327264.000000 Penalty: 155821.171875
Iteration 67Q: 19 clusters Score -2.333273e+08 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 221887 members 
Mstep: Class 2 contains 1057 members 
Mstep: Class 3 contains 2739 members 
Mstep: Class 4 contains 9111 members 
Mstep: Class 5 contains 26372 members 
Mstep: Class 6 contains 46220 members 
Mstep: Class 7 contains 10886 members 
Mstep: Class 8 contains 21054 members 
Mstep: Class 10 contains 1397 members 
Mstep: Class 11 contains 15804 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1463 members 
Mstep: Class 14 contains 519797 members 
Mstep: Class 16 contains 63219 members 
Mstep: Class 17 contains 304957 members 
Mstep: Class 18 contains 27756 members 
Mstep: Class 19 contains 1839 members 
Mstep: Class 21 contains 97141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327152.000000 Penalty: 155821.171875
Iteration 68Q: 19 clusters Score -2.333272e+08 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 221727 members 
Mstep: Class 2 contains 1057 members 
Mstep: Class 3 contains 2739 members 
Mstep: Class 4 contains 9098 members 
Mstep: Class 5 contains 26302 members 
Mstep: Class 6 contains 46184 members 
Mstep: Class 7 contains 10860 members 
Mstep: Class 8 contains 21053 members 
Mstep: Class 10 contains 1397 members 
Mstep: Class 11 contains 15762 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1463 members 
Mstep: Class 14 contains 519639 members 
Mstep: Class 16 contains 63264 members 
Mstep: Class 17 contains 305542 members 
Mstep: Class 18 contains 27762 members 
Mstep: Class 19 contains 1838 members 
Mstep: Class 21 contains 97012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326928.000000 Penalty: 155821.171875
Iteration 69Q: 19 clusters Score -2.333269e+08 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 221584 members 
Mstep: Class 2 contains 1057 members 
Mstep: Class 3 contains 2737 members 
Mstep: Class 4 contains 9086 members 
Mstep: Class 5 contains 26251 members 
Mstep: Class 6 contains 46157 members 
Mstep: Class 7 contains 10831 members 
Mstep: Class 8 contains 21050 members 
Mstep: Class 10 contains 1397 members 
Mstep: Class 11 contains 15721 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1463 members 
Mstep: Class 14 contains 519605 members 
Mstep: Class 16 contains 63324 members 
Mstep: Class 17 contains 305935 members 
Mstep: Class 18 contains 27768 members 
Mstep: Class 19 contains 1837 members 
Mstep: Class 21 contains 96896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327776.000000 Penalty: 155821.171875
Iteration 70Q: 19 clusters Score -2.333278e+08 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 221503 members 
Mstep: Class 2 contains 1057 members 
Mstep: Class 3 contains 2736 members 
Mstep: Class 4 contains 9068 members 
Mstep: Class 5 contains 26196 members 
Mstep: Class 6 contains 46143 members 
Mstep: Class 7 contains 10811 members 
Mstep: Class 8 contains 21049 members 
Mstep: Class 10 contains 1397 members 
Mstep: Class 11 contains 15684 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1463 members 
Mstep: Class 14 contains 519534 members 
Mstep: Class 16 contains 63375 members 
Mstep: Class 17 contains 306294 members 
Mstep: Class 18 contains 27774 members 
Mstep: Class 19 contains 1836 members 
Mstep: Class 21 contains 96779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327728.000000 Penalty: 155821.171875
Iteration 71Q: 19 clusters Score -2.333277e+08 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 221387 members 
Mstep: Class 2 contains 1057 members 
Mstep: Class 3 contains 2736 members 
Mstep: Class 4 contains 9069 members 
Mstep: Class 5 contains 26139 members 
Mstep: Class 6 contains 46133 members 
Mstep: Class 7 contains 10796 members 
Mstep: Class 8 contains 21048 members 
Mstep: Class 10 contains 1397 members 
Mstep: Class 11 contains 15649 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1463 members 
Mstep: Class 14 contains 519495 members 
Mstep: Class 16 contains 63428 members 
Mstep: Class 17 contains 306628 members 
Mstep: Class 18 contains 27783 members 
Mstep: Class 19 contains 1834 members 
Mstep: Class 21 contains 96657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327888.000000 Penalty: 155821.171875
Iteration 72Q: 19 clusters Score -2.333279e+08 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 221271 members 
Mstep: Class 2 contains 1057 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 9056 members 
Mstep: Class 5 contains 26074 members 
Mstep: Class 6 contains 46128 members 
Mstep: Class 7 contains 10782 members 
Mstep: Class 8 contains 21046 members 
Mstep: Class 10 contains 1397 members 
Mstep: Class 11 contains 15616 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1463 members 
Mstep: Class 14 contains 519464 members 
Mstep: Class 16 contains 63489 members 
Mstep: Class 17 contains 306939 members 
Mstep: Class 18 contains 27783 members 
Mstep: Class 19 contains 1835 members 
Mstep: Class 21 contains 96564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233328336.000000 Penalty: 155821.171875
Iteration 73Q: 19 clusters Score -2.333283e+08 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 221164 members 
Mstep: Class 2 contains 1057 members 
Mstep: Class 3 contains 2737 members 
Mstep: Class 4 contains 9048 members 
Mstep: Class 5 contains 26024 members 
Mstep: Class 6 contains 46126 members 
Mstep: Class 7 contains 10767 members 
Mstep: Class 8 contains 21043 members 
Mstep: Class 10 contains 1397 members 
Mstep: Class 11 contains 15583 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1463 members 
Mstep: Class 14 contains 519327 members 
Mstep: Class 16 contains 63539 members 
Mstep: Class 17 contains 307347 members 
Mstep: Class 18 contains 27782 members 
Mstep: Class 19 contains 1833 members 
Mstep: Class 21 contains 96462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233328784.000000 Penalty: 155821.171875
Iteration 74Q: 19 clusters Score -2.333288e+08 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 221044 members 
Mstep: Class 2 contains 1057 members 
Mstep: Class 3 contains 2741 members 
Mstep: Class 4 contains 9045 members 
Mstep: Class 5 contains 25992 members 
Mstep: Class 6 contains 46117 members 
Mstep: Class 7 contains 10746 members 
Mstep: Class 8 contains 21041 members 
Mstep: Class 10 contains 1397 members 
Mstep: Class 11 contains 15556 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1463 members 
Mstep: Class 14 contains 519255 members 
Mstep: Class 16 contains 63565 members 
Mstep: Class 17 contains 307696 members 
Mstep: Class 18 contains 27784 members 
Mstep: Class 19 contains 1830 members 
Mstep: Class 21 contains 96370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233328368.000000 Penalty: 155821.171875
Iteration 75Q: 19 clusters Score -2.333284e+08 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 220960 members 
Mstep: Class 2 contains 1057 members 
Mstep: Class 3 contains 2741 members 
Mstep: Class 4 contains 9049 members 
Mstep: Class 5 contains 25968 members 
Mstep: Class 6 contains 46121 members 
Mstep: Class 7 contains 10733 members 
Mstep: Class 8 contains 21040 members 
Mstep: Class 10 contains 1397 members 
Mstep: Class 11 contains 15534 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1463 members 
Mstep: Class 14 contains 519197 members 
Mstep: Class 16 contains 63596 members 
Mstep: Class 17 contains 307972 members 
Mstep: Class 18 contains 27775 members 
Mstep: Class 19 contains 1828 members 
Mstep: Class 21 contains 96268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233328416.000000 Penalty: 155821.171875
Iteration 76Q: 19 clusters Score -2.333284e+08 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 220876 members 
Mstep: Class 2 contains 1057 members 
Mstep: Class 3 contains 2741 members 
Mstep: Class 4 contains 9052 members 
Mstep: Class 5 contains 25939 members 
Mstep: Class 6 contains 46106 members 
Mstep: Class 7 contains 10722 members 
Mstep: Class 8 contains 21038 members 
Mstep: Class 10 contains 1397 members 
Mstep: Class 11 contains 15513 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1463 members 
Mstep: Class 14 contains 519105 members 
Mstep: Class 16 contains 63618 members 
Mstep: Class 17 contains 308303 members 
Mstep: Class 18 contains 27772 members 
Mstep: Class 19 contains 1826 members 
Mstep: Class 21 contains 96171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233328656.000000 Penalty: 155821.171875
Iteration 77Q: 19 clusters Score -2.333287e+08 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 220781 members 
Mstep: Class 2 contains 1057 members 
Mstep: Class 3 contains 2739 members 
Mstep: Class 4 contains 9038 members 
Mstep: Class 5 contains 25921 members 
Mstep: Class 6 contains 46099 members 
Mstep: Class 7 contains 10713 members 
Mstep: Class 8 contains 21036 members 
Mstep: Class 10 contains 1397 members 
Mstep: Class 11 contains 15482 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1463 members 
Mstep: Class 14 contains 519002 members 
Mstep: Class 16 contains 63651 members 
Mstep: Class 17 contains 308650 members 
Mstep: Class 18 contains 27780 members 
Mstep: Class 19 contains 1824 members 
Mstep: Class 21 contains 96066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233328848.000000 Penalty: 155821.171875
Iteration 78Q: 19 clusters Score -2.333288e+08 nChanged 2121
Entering ConstructFrom: 
Score: -233328848.000000 Penalty: 155821.171875
Entering ConstructFrom: 
Trying to split cluster 1 (220675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220675 members 
Entering Unmasked Estep 
Score: -37963384.000000 Penalty: 7536.473145
	Iteration 0F: 2 clusters Score -3.796338e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110190 members 
Mstep: Class 2 contains 110485 members 
Entering Unmasked Estep 
Score: -37816048.000000 Penalty: 15072.946289
	Iteration 0F: 3 clusters Score -3.781605e+07 nChanged 104250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107592 members 
Mstep: Class 2 contains 113083 members 
Entering Unmasked Estep 
Score: -37876712.000000 Penalty: 15072.946289
	Iteration 1F: 3 clusters Score -3.787671e+07 nChanged 9168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105620 members 
Mstep: Class 2 contains 115055 members 
Entering Unmasked Estep 
Score: -37880356.000000 Penalty: 15072.946289
	Iteration 2Q: 3 clusters Score -3.788036e+07 nChanged 10909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102275 members 
Mstep: Class 2 contains 118400 members 
Entering Unmasked Estep 
Score: -37885412.000000 Penalty: 15072.946289
	Iteration 3Q: 3 clusters Score -3.788541e+07 nChanged 13428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97119 members 
Mstep: Class 2 contains 123556 members 
Entering Unmasked Estep 
Score: -37893548.000000 Penalty: 15072.946289
	Iteration 4F: 3 clusters Score -3.789355e+07 nChanged 15664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90231 members 
Mstep: Class 2 contains 130444 members 
Entering Unmasked Estep 
Score: -37904132.000000 Penalty: 15072.946289
	Iteration 5F: 3 clusters Score -3.790413e+07 nChanged 16898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82265 members 
Mstep: Class 2 contains 138410 members 
Entering Unmasked Estep 
Score: -37916708.000000 Penalty: 15072.946289
	Iteration 6F: 3 clusters Score -3.791671e+07 nChanged 15544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75015 members 
Mstep: Class 2 contains 145660 members 
Entering Unmasked Estep 
Score: -37928504.000000 Penalty: 15072.946289
	Iteration 7F: 3 clusters Score -3.79285e+07 nChanged 12410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69677 members 
Mstep: Class 2 contains 150998 members 
Entering Unmasked Estep 
Score: -37937732.000000 Penalty: 15072.946289
	Iteration 8F: 3 clusters Score -3.793773e+07 nChanged 9448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65737 members 
Mstep: Class 2 contains 154938 members 
Entering Unmasked Estep 
Score: -37943992.000000 Penalty: 15072.946289
	Iteration 9Q: 3 clusters Score -3.794399e+07 nChanged 7039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62692 members 
Mstep: Class 2 contains 157983 members 
Entering Unmasked Estep 
Score: -37947636.000000 Penalty: 15072.946289
	Iteration 10Q: 3 clusters Score -3.794764e+07 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60002 members 
Mstep: Class 2 contains 160673 members 
Entering Unmasked Estep 
Score: -37950016.000000 Penalty: 15072.946289
	Iteration 11Q: 3 clusters Score -3.795002e+07 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57629 members 
Mstep: Class 2 contains 163046 members 
Entering Unmasked Estep 
Score: -37952012.000000 Penalty: 15072.946289
	Iteration 12Q: 3 clusters Score -3.795201e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55294 members 
Mstep: Class 2 contains 165381 members 
Entering Unmasked Estep 
Score: -37953364.000000 Penalty: 15072.946289
	Iteration 13Q: 3 clusters Score -3.795336e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53057 members 
Mstep: Class 2 contains 167618 members 
Entering Unmasked Estep 
Score: -37954548.000000 Penalty: 15072.946289
	Iteration 14Q: 3 clusters Score -3.795455e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50888 members 
Mstep: Class 2 contains 169787 members 
Entering Unmasked Estep 
Score: -37955564.000000 Penalty: 15072.946289
	Iteration 15Q: 3 clusters Score -3.795556e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48810 members 
Mstep: Class 2 contains 171865 members 
Entering Unmasked Estep 
Score: -37956504.000000 Penalty: 15072.946289
	Iteration 16Q: 3 clusters Score -3.79565e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46901 members 
Mstep: Class 2 contains 173774 members 
Entering Unmasked Estep 
Score: -37957504.000000 Penalty: 15072.946289
	Iteration 17Q: 3 clusters Score -3.79575e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45101 members 
Mstep: Class 2 contains 175574 members 
Entering Unmasked Estep 
Score: -37958348.000000 Penalty: 15072.946289
	Iteration 18Q: 3 clusters Score -3.795835e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43416 members 
Mstep: Class 2 contains 177259 members 
Entering Unmasked Estep 
Score: -37958972.000000 Penalty: 15072.946289
	Iteration 19Q: 3 clusters Score -3.795897e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41787 members 
Mstep: Class 2 contains 178888 members 
Entering Unmasked Estep 
Score: -37959504.000000 Penalty: 15072.946289
	Iteration 20F: 3 clusters Score -3.79595e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40394 members 
Mstep: Class 2 contains 180281 members 
Entering Unmasked Estep 
Score: -37960104.000000 Penalty: 15072.946289
	Iteration 21Q: 3 clusters Score -3.79601e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39120 members 
Mstep: Class 2 contains 181555 members 
Entering Unmasked Estep 
Score: -37960540.000000 Penalty: 15072.946289
	Iteration 22Q: 3 clusters Score -3.796054e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37974 members 
Mstep: Class 2 contains 182701 members 
Entering Unmasked Estep 
Score: -37960832.000000 Penalty: 15072.946289
	Iteration 23Q: 3 clusters Score -3.796083e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36926 members 
Mstep: Class 2 contains 183749 members 
Entering Unmasked Estep 
Score: -37961164.000000 Penalty: 15072.946289
	Iteration 24Q: 3 clusters Score -3.796116e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36032 members 
Mstep: Class 2 contains 184643 members 
Entering Unmasked Estep 
Score: -37961476.000000 Penalty: 15072.946289
	Iteration 25Q: 3 clusters Score -3.796148e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35218 members 
Mstep: Class 2 contains 185457 members 
Entering Unmasked Estep 
Score: -37961544.000000 Penalty: 15072.946289
	Iteration 26Q: 3 clusters Score -3.796154e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34514 members 
Mstep: Class 2 contains 186161 members 
Entering Unmasked Estep 
Score: -37961704.000000 Penalty: 15072.946289
	Iteration 27Q: 3 clusters Score -3.79617e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33903 members 
Mstep: Class 2 contains 186772 members 
Entering Unmasked Estep 
Score: -37961840.000000 Penalty: 15072.946289
	Iteration 28Q: 3 clusters Score -3.796184e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33357 members 
Mstep: Class 2 contains 187318 members 
Entering Unmasked Estep 
Score: -37961808.000000 Penalty: 15072.946289
	Iteration 29Q: 3 clusters Score -3.796181e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32844 members 
Mstep: Class 2 contains 187831 members 
Entering Unmasked Estep 
Score: -37961856.000000 Penalty: 15072.946289
	Iteration 30Q: 3 clusters Score -3.796186e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32408 members 
Mstep: Class 2 contains 188267 members 
Entering Unmasked Estep 
Score: -37961872.000000 Penalty: 15072.946289
	Iteration 31Q: 3 clusters Score -3.796187e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32009 members 
Mstep: Class 2 contains 188666 members 
Entering Unmasked Estep 
Score: -37961880.000000 Penalty: 15072.946289
	Iteration 32Q: 3 clusters Score -3.796188e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31650 members 
Mstep: Class 2 contains 189025 members 
Entering Unmasked Estep 
Score: -37961868.000000 Penalty: 15072.946289
	Iteration 33Q: 3 clusters Score -3.796187e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31364 members 
Mstep: Class 2 contains 189311 members 
Entering Unmasked Estep 
Score: -37961900.000000 Penalty: 15072.946289
	Iteration 34Q: 3 clusters Score -3.79619e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31110 members 
Mstep: Class 2 contains 189565 members 
Entering Unmasked Estep 
Score: -37961940.000000 Penalty: 15072.946289
	Iteration 35Q: 3 clusters Score -3.796194e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30885 members 
Mstep: Class 2 contains 189790 members 
Entering Unmasked Estep 
Score: -37961860.000000 Penalty: 15072.946289
	Iteration 36Q: 3 clusters Score -3.796186e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30682 members 
Mstep: Class 2 contains 189993 members 
Entering Unmasked Estep 
Score: -37961880.000000 Penalty: 15072.946289
	Iteration 37Q: 3 clusters Score -3.796188e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30510 members 
Mstep: Class 2 contains 190165 members 
Entering Unmasked Estep 
Score: -37961904.000000 Penalty: 15072.946289
	Iteration 38Q: 3 clusters Score -3.79619e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30335 members 
Mstep: Class 2 contains 190340 members 
Entering Unmasked Estep 
Score: -37961936.000000 Penalty: 15072.946289
	Iteration 39Q: 3 clusters Score -3.796194e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30173 members 
Mstep: Class 2 contains 190502 members 
Entering Unmasked Estep 
Score: -37961900.000000 Penalty: 15072.946289
	Iteration 40F: 3 clusters Score -3.79619e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30004 members 
Mstep: Class 2 contains 190671 members 
Entering Unmasked Estep 
Score: -37961984.000000 Penalty: 15072.946289
	Iteration 41Q: 3 clusters Score -3.796198e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29881 members 
Mstep: Class 2 contains 190794 members 
Entering Unmasked Estep 
Score: -37961980.000000 Penalty: 15072.946289
	Iteration 42Q: 3 clusters Score -3.796198e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29779 members 
Mstep: Class 2 contains 190896 members 
Entering Unmasked Estep 
Score: -37961984.000000 Penalty: 15072.946289
	Iteration 43Q: 3 clusters Score -3.796198e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29695 members 
Mstep: Class 2 contains 190980 members 
Entering Unmasked Estep 
Score: -37962000.000000 Penalty: 15072.946289
	Iteration 44Q: 3 clusters Score -3.7962e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29625 members 
Mstep: Class 2 contains 191050 members 
Entering Unmasked Estep 
Score: -37961992.000000 Penalty: 15072.946289
	Iteration 45Q: 3 clusters Score -3.796199e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 191105 members 
Entering Unmasked Estep 
Score: -37962000.000000 Penalty: 15072.946289
	Iteration 46Q: 3 clusters Score -3.7962e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29514 members 
Mstep: Class 2 contains 191161 members 
Entering Unmasked Estep 
Score: -37962004.000000 Penalty: 15072.946289
	Iteration 47Q: 3 clusters Score -3.7962e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 191220 members 
Entering Unmasked Estep 
Score: -37961976.000000 Penalty: 15072.946289
	Iteration 48Q: 3 clusters Score -3.796198e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29405 members 
Mstep: Class 2 contains 191270 members 
Entering Unmasked Estep 
Score: -37961960.000000 Penalty: 15072.946289
	Iteration 49Q: 3 clusters Score -3.796196e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29370 members 
Mstep: Class 2 contains 191305 members 
Entering Unmasked Estep 
Score: -37961992.000000 Penalty: 15072.946289
	Iteration 50Q: 3 clusters Score -3.796199e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29334 members 
Mstep: Class 2 contains 191341 members 
Entering Unmasked Estep 
Score: -37961996.000000 Penalty: 15072.946289
	Iteration 51Q: 3 clusters Score -3.7962e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29290 members 
Mstep: Class 2 contains 191385 members 
Entering Unmasked Estep 
Score: -37961984.000000 Penalty: 15072.946289
	Iteration 52Q: 3 clusters Score -3.796198e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29255 members 
Mstep: Class 2 contains 191420 members 
Entering Unmasked Estep 
Score: -37961992.000000 Penalty: 15072.946289
	Iteration 53Q: 3 clusters Score -3.796199e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 191449 members 
Entering Unmasked Estep 
Score: -37961980.000000 Penalty: 15072.946289
	Iteration 54Q: 3 clusters Score -3.796198e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29191 members 
Mstep: Class 2 contains 191484 members 
Entering Unmasked Estep 
Score: -37961960.000000 Penalty: 15072.946289
	Iteration 55Q: 3 clusters Score -3.796196e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29164 members 
Mstep: Class 2 contains 191511 members 
Entering Unmasked Estep 
Score: -37962000.000000 Penalty: 15072.946289
	Iteration 56Q: 3 clusters Score -3.7962e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29140 members 
Mstep: Class 2 contains 191535 members 
Entering Unmasked Estep 
Score: -37961976.000000 Penalty: 15072.946289
	Iteration 57Q: 3 clusters Score -3.796198e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29119 members 
Mstep: Class 2 contains 191556 members 
Entering Unmasked Estep 
Score: -37961972.000000 Penalty: 15072.946289
	Iteration 58Q: 3 clusters Score -3.796197e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29101 members 
Mstep: Class 2 contains 191574 members 
Entering Unmasked Estep 
Score: -37961980.000000 Penalty: 15072.946289
	Iteration 59Q: 3 clusters Score -3.796198e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29082 members 
Mstep: Class 2 contains 191593 members 
Entering Unmasked Estep 
Score: -37961944.000000 Penalty: 15072.946289
	Iteration 60F: 3 clusters Score -3.796194e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29059 members 
Mstep: Class 2 contains 191616 members 
Entering Unmasked Estep 
Score: -37961924.000000 Penalty: 15072.946289
	Iteration 61Q: 3 clusters Score -3.796192e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29042 members 
Mstep: Class 2 contains 191633 members 
Entering Unmasked Estep 
Score: -37961960.000000 Penalty: 15072.946289
	Iteration 62Q: 3 clusters Score -3.796196e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29024 members 
Mstep: Class 2 contains 191651 members 
Entering Unmasked Estep 
Score: -37962000.000000 Penalty: 15072.946289
	Iteration 63Q: 3 clusters Score -3.7962e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29005 members 
Mstep: Class 2 contains 191670 members 
Entering Unmasked Estep 
Score: -37961992.000000 Penalty: 15072.946289
	Iteration 64Q: 3 clusters Score -3.796199e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28987 members 
Mstep: Class 2 contains 191688 members 
Entering Unmasked Estep 
Score: -37961980.000000 Penalty: 15072.946289
	Iteration 65Q: 3 clusters Score -3.796198e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 191696 members 
Entering Unmasked Estep 
Score: -37961984.000000 Penalty: 15072.946289
	Iteration 66Q: 3 clusters Score -3.796198e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28967 members 
Mstep: Class 2 contains 191708 members 
Entering Unmasked Estep 
Score: -37961968.000000 Penalty: 15072.946289
	Iteration 67Q: 3 clusters Score -3.796197e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28952 members 
Mstep: Class 2 contains 191723 members 
Entering Unmasked Estep 
Score: -37961980.000000 Penalty: 15072.946289
	Iteration 68Q: 3 clusters Score -3.796198e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28937 members 
Mstep: Class 2 contains 191738 members 
Entering Unmasked Estep 
Score: -37961992.000000 Penalty: 15072.946289
	Iteration 69Q: 3 clusters Score -3.796199e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 191752 members 
Entering Unmasked Estep 
Score: -37962020.000000 Penalty: 15072.946289
	Iteration 70Q: 3 clusters Score -3.796202e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28908 members 
Mstep: Class 2 contains 191767 members 
Entering Unmasked Estep 
Score: -37962028.000000 Penalty: 15072.946289
	Iteration 71Q: 3 clusters Score -3.796203e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 191780 members 
Entering Unmasked Estep 
Score: -37962008.000000 Penalty: 15072.946289
	Iteration 72Q: 3 clusters Score -3.796201e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 191795 members 
Entering Unmasked Estep 
Score: -37962000.000000 Penalty: 15072.946289
	Iteration 73Q: 3 clusters Score -3.7962e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28867 members 
Mstep: Class 2 contains 191808 members 
Entering Unmasked Estep 
Score: -37962000.000000 Penalty: 15072.946289
	Iteration 74Q: 3 clusters Score -3.7962e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28858 members 
Mstep: Class 2 contains 191817 members 
Entering Unmasked Estep 
Score: -37962016.000000 Penalty: 15072.946289
	Iteration 75Q: 3 clusters Score -3.796202e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28849 members 
Mstep: Class 2 contains 191826 members 
Entering Unmasked Estep 
Score: -37962012.000000 Penalty: 15072.946289
	Iteration 76Q: 3 clusters Score -3.796201e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28843 members 
Mstep: Class 2 contains 191832 members 
Entering Unmasked Estep 
Score: -37962032.000000 Penalty: 15072.946289
	Iteration 77Q: 3 clusters Score -3.796203e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28837 members 
Mstep: Class 2 contains 191838 members 
Entering Unmasked Estep 
Score: -37962024.000000 Penalty: 15072.946289
	Iteration 78Q: 3 clusters Score -3.796202e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28832 members 
Mstep: Class 2 contains 191843 members 
Entering Unmasked Estep 
Score: -37962020.000000 Penalty: 15072.946289
	Iteration 79Q: 3 clusters Score -3.796202e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28826 members 
Mstep: Class 2 contains 191849 members 
Entering Unmasked Estep 
Score: -37962020.000000 Penalty: 15072.946289
	Iteration 80F: 3 clusters Score -3.796202e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28823 members 
Mstep: Class 2 contains 191852 members 
Entering Unmasked Estep 
Score: -37962020.000000 Penalty: 15072.946289
	Iteration 81Q: 3 clusters Score -3.796202e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28819 members 
Mstep: Class 2 contains 191856 members 
Entering Unmasked Estep 
Score: -37962004.000000 Penalty: 15072.946289
	Iteration 82Q: 3 clusters Score -3.7962e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28817 members 
Mstep: Class 2 contains 191858 members 
Entering Unmasked Estep 
Score: -37961980.000000 Penalty: 15072.946289
	Iteration 83Q: 3 clusters Score -3.796198e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28815 members 
Mstep: Class 2 contains 191860 members 
Entering Unmasked Estep 
Score: -37961980.000000 Penalty: 15072.946289
	Iteration 84Q: 3 clusters Score -3.796198e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28813 members 
Mstep: Class 2 contains 191862 members 
Entering Unmasked Estep 
Score: -37961980.000000 Penalty: 15072.946289
	Iteration 85Q: 3 clusters Score -3.796198e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28811 members 
Mstep: Class 2 contains 191864 members 
Entering Unmasked Estep 
Score: -37961980.000000 Penalty: 15072.946289
	Iteration 86Q: 3 clusters Score -3.796198e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28809 members 
Mstep: Class 2 contains 191866 members 
Entering Unmasked Estep 
Score: -37961988.000000 Penalty: 15072.946289
	Iteration 87Q: 3 clusters Score -3.796199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28807 members 
Mstep: Class 2 contains 191868 members 
Entering Unmasked Estep 
Score: -37961988.000000 Penalty: 15072.946289
	Iteration 88Q: 3 clusters Score -3.796199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Mstep: Class 2 contains 191870 members 
Entering Unmasked Estep 
Score: -37962008.000000 Penalty: 15072.946289
	Iteration 89Q: 3 clusters Score -3.796201e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Mstep: Class 2 contains 191870 members 
Entering Unmasked Estep 
Score: -37962008.000000 Penalty: 15072.946289
	Iteration 90F: 3 clusters Score -3.796201e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Entering Unmasked Estep 
Score: -155086.593750 Penalty: 4264.954102
	Iteration 0F: 2 clusters Score -155086.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -151211.625000 Penalty: 8529.908203
	Iteration 0F: 3 clusters Score -151211.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -152057.046875 Penalty: 8529.908203
	Iteration 1F: 3 clusters Score -152057 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -153156.593750 Penalty: 8529.908203
	Iteration 2F: 3 clusters Score -153156.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -154697.343750 Penalty: 8529.908203
	Iteration 3F: 3 clusters Score -154697.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -155953.843750 Penalty: 8529.908203
	Iteration 4F: 3 clusters Score -155953.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -156915.843750 Penalty: 8529.908203
	Iteration 5F: 3 clusters Score -156915.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -157466.171875 Penalty: 8529.908203
	Iteration 6Q: 3 clusters Score -157466.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -157475.046875 Penalty: 8529.908203
	Iteration 7Q: 3 clusters Score -157475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -157486.796875 Penalty: 8529.908203
	Iteration 8Q: 3 clusters Score -157486.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -157500.781250 Penalty: 8529.908203
	Iteration 9Q: 3 clusters Score -157500.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -157500.781250 Penalty: 8529.908203
	Iteration 10F: 3 clusters Score -157500.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 220675 members 
Mstep: Class 2 contains 162 members 
Mstep: Class 3 contains 2738 members 
Mstep: Class 4 contains 9040 members 
Mstep: Class 5 contains 25916 members 
Mstep: Class 6 contains 46085 members 
Mstep: Class 7 contains 10705 members 
Mstep: Class 8 contains 21032 members 
Mstep: Class 9 contains 895 members 
Mstep: Class 10 contains 1397 members 
Mstep: Class 11 contains 15451 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1463 members 
Mstep: Class 14 contains 518910 members 
Mstep: Class 16 contains 63689 members 
Mstep: Class 17 contains 308944 members 
Mstep: Class 18 contains 27798 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 21 contains 95977 members 
Entering Unmasked Estep 
Score: -233328896.000000 Penalty: 164477.890625
Splitting cluster 2 changes total score from -233328848.000000 to -233328896.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 3 (2738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Entering Unmasked Estep 
Score: -458859.937500 Penalty: 4847.926758
	Iteration 0F: 2 clusters Score -458859.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -453291.093750 Penalty: 9695.853516
	Iteration 0F: 3 clusters Score -453291.1 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -454117.218750 Penalty: 9695.853516
	Iteration 1F: 3 clusters Score -454117.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -454447.281250 Penalty: 9695.853516
	Iteration 2F: 3 clusters Score -454447.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -454661.656250 Penalty: 9695.853516
	Iteration 3Q: 3 clusters Score -454661.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -454819.312500 Penalty: 9695.853516
	Iteration 4Q: 3 clusters Score -454819.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -454995.781250 Penalty: 9695.853516
	Iteration 5Q: 3 clusters Score -454995.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -455192.468750 Penalty: 9695.853516
	Iteration 6Q: 3 clusters Score -455192.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -455459.906250 Penalty: 9695.853516
	Iteration 7Q: 3 clusters Score -455459.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -455823.593750 Penalty: 9695.853516
	Iteration 8F: 3 clusters Score -455823.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -456153.250000 Penalty: 9695.853516
	Iteration 9F: 3 clusters Score -456153.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -456421.593750 Penalty: 9695.853516
	Iteration 10Q: 3 clusters Score -456421.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -456677.562500 Penalty: 9695.853516
	Iteration 11Q: 3 clusters Score -456677.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -456874.375000 Penalty: 9695.853516
	Iteration 12Q: 3 clusters Score -456874.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -457065.531250 Penalty: 9695.853516
	Iteration 13Q: 3 clusters Score -457065.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -457223.937500 Penalty: 9695.853516
	Iteration 14Q: 3 clusters Score -457223.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -457364.406250 Penalty: 9695.853516
	Iteration 15Q: 3 clusters Score -457364.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -457537.031250 Penalty: 9695.853516
	Iteration 16Q: 3 clusters Score -457537 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -457750.500000 Penalty: 9695.853516
	Iteration 17Q: 3 clusters Score -457750.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -457958.375000 Penalty: 9695.853516
	Iteration 18Q: 3 clusters Score -457958.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -458147.937500 Penalty: 9695.853516
	Iteration 19Q: 3 clusters Score -458147.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -458262.031250 Penalty: 9695.853516
	Iteration 20F: 3 clusters Score -458262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -458296.218750 Penalty: 9695.853516
	Iteration 21Q: 3 clusters Score -458296.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -458307.500000 Penalty: 9695.853516
	Iteration 22Q: 3 clusters Score -458307.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -458316.531250 Penalty: 9695.853516
	Iteration 23Q: 3 clusters Score -458316.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -458318.937500 Penalty: 9695.853516
	Iteration 24Q: 3 clusters Score -458318.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -458320.593750 Penalty: 9695.853516
	Iteration 25Q: 3 clusters Score -458320.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -458320.593750 Penalty: 9695.853516
	Iteration 26F: 3 clusters Score -458320.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Entering Unmasked Estep 
Score: -1465724.375000 Penalty: 5579.516113
	Iteration 0F: 2 clusters Score -1465724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1456044.125000 Penalty: 11159.032227
	Iteration 0F: 3 clusters Score -1456044 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1457949.500000 Penalty: 11159.032227
	Iteration 1F: 3 clusters Score -1457950 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1458397.375000 Penalty: 11159.032227
	Iteration 2F: 3 clusters Score -1458397 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1458630.750000 Penalty: 11159.032227
	Iteration 3Q: 3 clusters Score -1458631 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1458779.750000 Penalty: 11159.032227
	Iteration 4Q: 3 clusters Score -1458780 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1458870.125000 Penalty: 11159.032227
	Iteration 5Q: 3 clusters Score -1458870 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1458956.125000 Penalty: 11159.032227
	Iteration 6Q: 3 clusters Score -1458956 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1459029.750000 Penalty: 11159.032227
	Iteration 7Q: 3 clusters Score -1459030 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1459095.125000 Penalty: 11159.032227
	Iteration 8Q: 3 clusters Score -1459095 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1459150.125000 Penalty: 11159.032227
	Iteration 9Q: 3 clusters Score -1459150 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1459194.375000 Penalty: 11159.032227
	Iteration 10Q: 3 clusters Score -1459194 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1459223.250000 Penalty: 11159.032227
	Iteration 11Q: 3 clusters Score -1459223 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1459254.125000 Penalty: 11159.032227
	Iteration 12Q: 3 clusters Score -1459254 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1459286.000000 Penalty: 11159.032227
	Iteration 13Q: 3 clusters Score -1459286 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1459316.250000 Penalty: 11159.032227
	Iteration 14Q: 3 clusters Score -1459316 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1459354.250000 Penalty: 11159.032227
	Iteration 15Q: 3 clusters Score -1459354 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1459387.000000 Penalty: 11159.032227
	Iteration 16Q: 3 clusters Score -1459387 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1459422.000000 Penalty: 11159.032227
	Iteration 17Q: 3 clusters Score -1459422 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1459440.875000 Penalty: 11159.032227
	Iteration 18Q: 3 clusters Score -1459441 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1459461.500000 Penalty: 11159.032227
	Iteration 19Q: 3 clusters Score -1459462 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1459481.500000 Penalty: 11159.032227
	Iteration 20F: 3 clusters Score -1459482 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1459505.125000 Penalty: 11159.032227
	Iteration 21Q: 3 clusters Score -1459505 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1459518.875000 Penalty: 11159.032227
	Iteration 22Q: 3 clusters Score -1459519 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1459530.500000 Penalty: 11159.032227
	Iteration 23Q: 3 clusters Score -1459530 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1459549.875000 Penalty: 11159.032227
	Iteration 24Q: 3 clusters Score -1459550 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1459563.250000 Penalty: 11159.032227
	Iteration 25Q: 3 clusters Score -1459563 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1459581.000000 Penalty: 11159.032227
	Iteration 26Q: 3 clusters Score -1459581 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1459596.750000 Penalty: 11159.032227
	Iteration 27Q: 3 clusters Score -1459597 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1459614.250000 Penalty: 11159.032227
	Iteration 28Q: 3 clusters Score -1459614 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1459619.375000 Penalty: 11159.032227
	Iteration 29Q: 3 clusters Score -1459619 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1459631.625000 Penalty: 11159.032227
	Iteration 30Q: 3 clusters Score -1459632 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1459638.500000 Penalty: 11159.032227
	Iteration 31Q: 3 clusters Score -1459638 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1459645.500000 Penalty: 11159.032227
	Iteration 32Q: 3 clusters Score -1459646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1459655.875000 Penalty: 11159.032227
	Iteration 33Q: 3 clusters Score -1459656 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1459663.125000 Penalty: 11159.032227
	Iteration 34Q: 3 clusters Score -1459663 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1459664.750000 Penalty: 11159.032227
	Iteration 35Q: 3 clusters Score -1459665 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1459674.625000 Penalty: 11159.032227
	Iteration 36Q: 3 clusters Score -1459675 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1459678.750000 Penalty: 11159.032227
	Iteration 37Q: 3 clusters Score -1459679 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1459688.875000 Penalty: 11159.032227
	Iteration 38Q: 3 clusters Score -1459689 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1459690.875000 Penalty: 11159.032227
	Iteration 39Q: 3 clusters Score -1459691 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1459704.375000 Penalty: 11159.032227
	Iteration 40F: 3 clusters Score -1459704 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1459708.625000 Penalty: 11159.032227
	Iteration 41Q: 3 clusters Score -1459709 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1459722.750000 Penalty: 11159.032227
	Iteration 42Q: 3 clusters Score -1459723 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1459729.125000 Penalty: 11159.032227
	Iteration 43Q: 3 clusters Score -1459729 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1459740.625000 Penalty: 11159.032227
	Iteration 44Q: 3 clusters Score -1459741 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1459751.250000 Penalty: 11159.032227
	Iteration 45Q: 3 clusters Score -1459751 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1459762.750000 Penalty: 11159.032227
	Iteration 46Q: 3 clusters Score -1459763 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1459777.750000 Penalty: 11159.032227
	Iteration 47Q: 3 clusters Score -1459778 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1459786.375000 Penalty: 11159.032227
	Iteration 48Q: 3 clusters Score -1459786 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1459793.625000 Penalty: 11159.032227
	Iteration 49Q: 3 clusters Score -1459794 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1459806.250000 Penalty: 11159.032227
	Iteration 50Q: 3 clusters Score -1459806 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1459825.875000 Penalty: 11159.032227
	Iteration 51Q: 3 clusters Score -1459826 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1459834.375000 Penalty: 11159.032227
	Iteration 52Q: 3 clusters Score -1459834 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1459850.500000 Penalty: 11159.032227
	Iteration 53Q: 3 clusters Score -1459850 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1459866.000000 Penalty: 11159.032227
	Iteration 54Q: 3 clusters Score -1459866 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1459883.500000 Penalty: 11159.032227
	Iteration 55Q: 3 clusters Score -1459884 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1459911.375000 Penalty: 11159.032227
	Iteration 56Q: 3 clusters Score -1459911 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1459934.000000 Penalty: 11159.032227
	Iteration 57Q: 3 clusters Score -1459934 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1459947.125000 Penalty: 11159.032227
	Iteration 58Q: 3 clusters Score -1459947 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1459957.875000 Penalty: 11159.032227
	Iteration 59Q: 3 clusters Score -1459958 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1459963.375000 Penalty: 11159.032227
	Iteration 60F: 3 clusters Score -1459963 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1459976.250000 Penalty: 11159.032227
	Iteration 61Q: 3 clusters Score -1459976 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1459987.250000 Penalty: 11159.032227
	Iteration 62Q: 3 clusters Score -1459987 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1459996.625000 Penalty: 11159.032227
	Iteration 63Q: 3 clusters Score -1459997 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1460002.250000 Penalty: 11159.032227
	Iteration 64Q: 3 clusters Score -1460002 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1460010.625000 Penalty: 11159.032227
	Iteration 65Q: 3 clusters Score -1460011 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1460018.625000 Penalty: 11159.032227
	Iteration 66Q: 3 clusters Score -1460019 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1460031.250000 Penalty: 11159.032227
	Iteration 67Q: 3 clusters Score -1460031 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1460039.625000 Penalty: 11159.032227
	Iteration 68Q: 3 clusters Score -1460040 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1460047.250000 Penalty: 11159.032227
	Iteration 69Q: 3 clusters Score -1460047 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1460051.500000 Penalty: 11159.032227
	Iteration 70Q: 3 clusters Score -1460052 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1460060.500000 Penalty: 11159.032227
	Iteration 71Q: 3 clusters Score -1460060 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1460078.000000 Penalty: 11159.032227
	Iteration 72Q: 3 clusters Score -1460078 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1460091.500000 Penalty: 11159.032227
	Iteration 73Q: 3 clusters Score -1460092 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1460115.000000 Penalty: 11159.032227
	Iteration 74Q: 3 clusters Score -1460115 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1460136.125000 Penalty: 11159.032227
	Iteration 75Q: 3 clusters Score -1460136 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1460147.000000 Penalty: 11159.032227
	Iteration 76Q: 3 clusters Score -1460147 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1460159.000000 Penalty: 11159.032227
	Iteration 77Q: 3 clusters Score -1460159 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1460169.000000 Penalty: 11159.032227
	Iteration 78Q: 3 clusters Score -1460169 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1460173.875000 Penalty: 11159.032227
	Iteration 79Q: 3 clusters Score -1460174 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1460186.375000 Penalty: 11159.032227
	Iteration 80F: 3 clusters Score -1460186 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1460193.625000 Penalty: 11159.032227
	Iteration 81Q: 3 clusters Score -1460194 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1460211.875000 Penalty: 11159.032227
	Iteration 82Q: 3 clusters Score -1460212 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1460220.500000 Penalty: 11159.032227
	Iteration 83Q: 3 clusters Score -1460220 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1460244.875000 Penalty: 11159.032227
	Iteration 84Q: 3 clusters Score -1460245 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1460260.375000 Penalty: 11159.032227
	Iteration 85Q: 3 clusters Score -1460260 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1460282.625000 Penalty: 11159.032227
	Iteration 86Q: 3 clusters Score -1460283 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1460307.125000 Penalty: 11159.032227
	Iteration 87Q: 3 clusters Score -1460307 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1460330.375000 Penalty: 11159.032227
	Iteration 88Q: 3 clusters Score -1460330 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1460344.625000 Penalty: 11159.032227
	Iteration 89Q: 3 clusters Score -1460345 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1460362.250000 Penalty: 11159.032227
	Iteration 90Q: 3 clusters Score -1460362 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1460386.125000 Penalty: 11159.032227
	Iteration 91Q: 3 clusters Score -1460386 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1460413.250000 Penalty: 11159.032227
	Iteration 92Q: 3 clusters Score -1460413 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1460444.250000 Penalty: 11159.032227
	Iteration 93Q: 3 clusters Score -1460444 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1460467.500000 Penalty: 11159.032227
	Iteration 94Q: 3 clusters Score -1460468 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1460492.000000 Penalty: 11159.032227
	Iteration 95Q: 3 clusters Score -1460492 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1460519.125000 Penalty: 11159.032227
	Iteration 96Q: 3 clusters Score -1460519 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1460548.000000 Penalty: 11159.032227
	Iteration 97Q: 3 clusters Score -1460548 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1460575.250000 Penalty: 11159.032227
	Iteration 98Q: 3 clusters Score -1460575 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1460598.375000 Penalty: 11159.032227
	Iteration 99Q: 3 clusters Score -1460598 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1460628.250000 Penalty: 11159.032227
	Iteration 100F: 3 clusters Score -1460628 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1460646.500000 Penalty: 11159.032227
	Iteration 101Q: 3 clusters Score -1460646 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1460669.375000 Penalty: 11159.032227
	Iteration 102Q: 3 clusters Score -1460669 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1460687.250000 Penalty: 11159.032227
	Iteration 103Q: 3 clusters Score -1460687 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1460707.250000 Penalty: 11159.032227
	Iteration 104Q: 3 clusters Score -1460707 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1460729.250000 Penalty: 11159.032227
	Iteration 105Q: 3 clusters Score -1460729 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1460753.750000 Penalty: 11159.032227
	Iteration 106Q: 3 clusters Score -1460754 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1460771.125000 Penalty: 11159.032227
	Iteration 107Q: 3 clusters Score -1460771 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1460796.000000 Penalty: 11159.032227
	Iteration 108Q: 3 clusters Score -1460796 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1460826.375000 Penalty: 11159.032227
	Iteration 109Q: 3 clusters Score -1460826 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1460853.500000 Penalty: 11159.032227
	Iteration 110Q: 3 clusters Score -1460854 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1460881.875000 Penalty: 11159.032227
	Iteration 111Q: 3 clusters Score -1460882 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1460910.375000 Penalty: 11159.032227
	Iteration 112Q: 3 clusters Score -1460910 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1460927.250000 Penalty: 11159.032227
	Iteration 113Q: 3 clusters Score -1460927 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1460956.500000 Penalty: 11159.032227
	Iteration 114Q: 3 clusters Score -1460956 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1460978.250000 Penalty: 11159.032227
	Iteration 115Q: 3 clusters Score -1460978 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1461004.125000 Penalty: 11159.032227
	Iteration 116Q: 3 clusters Score -1461004 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1461022.625000 Penalty: 11159.032227
	Iteration 117Q: 3 clusters Score -1461023 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1461043.125000 Penalty: 11159.032227
	Iteration 118Q: 3 clusters Score -1461043 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1461069.125000 Penalty: 11159.032227
	Iteration 119Q: 3 clusters Score -1461069 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1461086.500000 Penalty: 11159.032227
	Iteration 120F: 3 clusters Score -1461086 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1461106.000000 Penalty: 11159.032227
	Iteration 121Q: 3 clusters Score -1461106 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1461124.000000 Penalty: 11159.032227
	Iteration 122Q: 3 clusters Score -1461124 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1461143.125000 Penalty: 11159.032227
	Iteration 123Q: 3 clusters Score -1461143 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1461159.500000 Penalty: 11159.032227
	Iteration 124Q: 3 clusters Score -1461160 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1461180.875000 Penalty: 11159.032227
	Iteration 125Q: 3 clusters Score -1461181 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1461196.000000 Penalty: 11159.032227
	Iteration 126Q: 3 clusters Score -1461196 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1461209.875000 Penalty: 11159.032227
	Iteration 127Q: 3 clusters Score -1461210 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1461225.250000 Penalty: 11159.032227
	Iteration 128Q: 3 clusters Score -1461225 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1461244.625000 Penalty: 11159.032227
	Iteration 129Q: 3 clusters Score -1461245 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1461253.000000 Penalty: 11159.032227
	Iteration 130Q: 3 clusters Score -1461253 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1461263.500000 Penalty: 11159.032227
	Iteration 131Q: 3 clusters Score -1461264 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1461272.125000 Penalty: 11159.032227
	Iteration 132Q: 3 clusters Score -1461272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1461283.000000 Penalty: 11159.032227
	Iteration 133Q: 3 clusters Score -1461283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1461288.125000 Penalty: 11159.032227
	Iteration 134Q: 3 clusters Score -1461288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1461293.000000 Penalty: 11159.032227
	Iteration 135Q: 3 clusters Score -1461293 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1461301.500000 Penalty: 11159.032227
	Iteration 136Q: 3 clusters Score -1461302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1461310.375000 Penalty: 11159.032227
	Iteration 137Q: 3 clusters Score -1461310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1461317.000000 Penalty: 11159.032227
	Iteration 138Q: 3 clusters Score -1461317 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1461327.875000 Penalty: 11159.032227
	Iteration 139Q: 3 clusters Score -1461328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1461333.875000 Penalty: 11159.032227
	Iteration 140F: 3 clusters Score -1461334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1461338.375000 Penalty: 11159.032227
	Iteration 141Q: 3 clusters Score -1461338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1461342.750000 Penalty: 11159.032227
	Iteration 142Q: 3 clusters Score -1461343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1461342.750000 Penalty: 11159.032227
	Iteration 143Q: 3 clusters Score -1461343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1461347.250000 Penalty: 11159.032227
	Iteration 144Q: 3 clusters Score -1461347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1461348.375000 Penalty: 11159.032227
	Iteration 145Q: 3 clusters Score -1461348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1461352.875000 Penalty: 11159.032227
	Iteration 146Q: 3 clusters Score -1461353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1461355.750000 Penalty: 11159.032227
	Iteration 147Q: 3 clusters Score -1461356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1461360.000000 Penalty: 11159.032227
	Iteration 148Q: 3 clusters Score -1461360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1461364.000000 Penalty: 11159.032227
	Iteration 149Q: 3 clusters Score -1461364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1461366.375000 Penalty: 11159.032227
	Iteration 150Q: 3 clusters Score -1461366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1461368.625000 Penalty: 11159.032227
	Iteration 151Q: 3 clusters Score -1461369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1461370.125000 Penalty: 11159.032227
	Iteration 152Q: 3 clusters Score -1461370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1461370.875000 Penalty: 11159.032227
	Iteration 153Q: 3 clusters Score -1461371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1461371.875000 Penalty: 11159.032227
	Iteration 154Q: 3 clusters Score -1461372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1461371.875000 Penalty: 11159.032227
	Iteration 155F: 3 clusters Score -1461372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (25916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25916 members 
Entering Unmasked Estep 
Score: -4287415.000000 Penalty: 6224.602051
	Iteration 0F: 2 clusters Score -4287415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -4267111.500000 Penalty: 12449.204102
	Iteration 0F: 3 clusters Score -4267112 nChanged 10776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -4272927.000000 Penalty: 12449.204102
	Iteration 1F: 3 clusters Score -4272927 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -4273739.000000 Penalty: 12449.204102
	Iteration 2F: 3 clusters Score -4273739 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -4274387.000000 Penalty: 12449.204102
	Iteration 3F: 3 clusters Score -4274387 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -4274904.000000 Penalty: 12449.204102
	Iteration 4Q: 3 clusters Score -4274904 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -4275336.000000 Penalty: 12449.204102
	Iteration 5Q: 3 clusters Score -4275336 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -4275700.000000 Penalty: 12449.204102
	Iteration 6Q: 3 clusters Score -4275700 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -4275991.000000 Penalty: 12449.204102
	Iteration 7Q: 3 clusters Score -4275991 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -4276226.000000 Penalty: 12449.204102
	Iteration 8Q: 3 clusters Score -4276226 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -4276422.500000 Penalty: 12449.204102
	Iteration 9Q: 3 clusters Score -4276422 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -4276637.500000 Penalty: 12449.204102
	Iteration 10Q: 3 clusters Score -4276638 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -4276870.000000 Penalty: 12449.204102
	Iteration 11Q: 3 clusters Score -4276870 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -4277131.500000 Penalty: 12449.204102
	Iteration 12Q: 3 clusters Score -4277132 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -4277393.000000 Penalty: 12449.204102
	Iteration 13Q: 3 clusters Score -4277393 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -4277785.500000 Penalty: 12449.204102
	Iteration 14Q: 3 clusters Score -4277786 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -4278225.000000 Penalty: 12449.204102
	Iteration 15Q: 3 clusters Score -4278225 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -4278704.000000 Penalty: 12449.204102
	Iteration 16Q: 3 clusters Score -4278704 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -4279237.500000 Penalty: 12449.204102
	Iteration 17Q: 3 clusters Score -4279238 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -4279746.500000 Penalty: 12449.204102
	Iteration 18Q: 3 clusters Score -4279746 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -4280192.000000 Penalty: 12449.204102
	Iteration 19Q: 3 clusters Score -4280192 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -4280591.000000 Penalty: 12449.204102
	Iteration 20F: 3 clusters Score -4280591 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -4280902.000000 Penalty: 12449.204102
	Iteration 21Q: 3 clusters Score -4280902 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -4281140.000000 Penalty: 12449.204102
	Iteration 22Q: 3 clusters Score -4281140 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -4281319.500000 Penalty: 12449.204102
	Iteration 23Q: 3 clusters Score -4281320 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -4281454.000000 Penalty: 12449.204102
	Iteration 24Q: 3 clusters Score -4281454 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -4281545.000000 Penalty: 12449.204102
	Iteration 25Q: 3 clusters Score -4281545 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -4281643.500000 Penalty: 12449.204102
	Iteration 26Q: 3 clusters Score -4281644 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -4281731.000000 Penalty: 12449.204102
	Iteration 27Q: 3 clusters Score -4281731 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -4281818.500000 Penalty: 12449.204102
	Iteration 28Q: 3 clusters Score -4281818 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -4281862.000000 Penalty: 12449.204102
	Iteration 29Q: 3 clusters Score -4281862 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -4281906.500000 Penalty: 12449.204102
	Iteration 30Q: 3 clusters Score -4281906 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -4281949.500000 Penalty: 12449.204102
	Iteration 31Q: 3 clusters Score -4281950 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -4281991.000000 Penalty: 12449.204102
	Iteration 32Q: 3 clusters Score -4281991 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -4282032.000000 Penalty: 12449.204102
	Iteration 33Q: 3 clusters Score -4282032 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 22995 members 
Entering Unmasked Estep 
Score: -4282079.000000 Penalty: 12449.204102
	Iteration 34Q: 3 clusters Score -4282079 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -4282122.000000 Penalty: 12449.204102
	Iteration 35Q: 3 clusters Score -4282122 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -4282168.500000 Penalty: 12449.204102
	Iteration 36Q: 3 clusters Score -4282168 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -4282212.500000 Penalty: 12449.204102
	Iteration 37Q: 3 clusters Score -4282212 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -4282256.500000 Penalty: 12449.204102
	Iteration 38Q: 3 clusters Score -4282256 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -4282295.500000 Penalty: 12449.204102
	Iteration 39Q: 3 clusters Score -4282296 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -4282328.500000 Penalty: 12449.204102
	Iteration 40F: 3 clusters Score -4282328 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 23534 members 
Entering Unmasked Estep 
Score: -4282360.000000 Penalty: 12449.204102
	Iteration 41Q: 3 clusters Score -4282360 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -4282391.000000 Penalty: 12449.204102
	Iteration 42Q: 3 clusters Score -4282391 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -4282426.000000 Penalty: 12449.204102
	Iteration 43Q: 3 clusters Score -4282426 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -4282434.500000 Penalty: 12449.204102
	Iteration 44Q: 3 clusters Score -4282434 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -4282448.500000 Penalty: 12449.204102
	Iteration 45Q: 3 clusters Score -4282448 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -4282472.000000 Penalty: 12449.204102
	Iteration 46Q: 3 clusters Score -4282472 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -4282480.500000 Penalty: 12449.204102
	Iteration 47Q: 3 clusters Score -4282480 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 23808 members 
Entering Unmasked Estep 
Score: -4282504.000000 Penalty: 12449.204102
	Iteration 48Q: 3 clusters Score -4282504 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -4282509.500000 Penalty: 12449.204102
	Iteration 49Q: 3 clusters Score -4282510 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -4282519.000000 Penalty: 12449.204102
	Iteration 50Q: 3 clusters Score -4282519 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 23896 members 
Entering Unmasked Estep 
Score: -4282528.000000 Penalty: 12449.204102
	Iteration 51Q: 3 clusters Score -4282528 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -4282552.500000 Penalty: 12449.204102
	Iteration 52Q: 3 clusters Score -4282552 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -4282559.000000 Penalty: 12449.204102
	Iteration 53Q: 3 clusters Score -4282559 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 23967 members 
Entering Unmasked Estep 
Score: -4282579.000000 Penalty: 12449.204102
	Iteration 54Q: 3 clusters Score -4282579 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -4282595.000000 Penalty: 12449.204102
	Iteration 55Q: 3 clusters Score -4282595 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -4282607.000000 Penalty: 12449.204102
	Iteration 56Q: 3 clusters Score -4282607 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 24040 members 
Entering Unmasked Estep 
Score: -4282616.500000 Penalty: 12449.204102
	Iteration 57Q: 3 clusters Score -4282616 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
Score: -4282651.000000 Penalty: 12449.204102
	Iteration 58Q: 3 clusters Score -4282651 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -4282671.500000 Penalty: 12449.204102
	Iteration 59Q: 3 clusters Score -4282672 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -4282705.000000 Penalty: 12449.204102
	Iteration 60F: 3 clusters Score -4282705 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 24187 members 
Entering Unmasked Estep 
Score: -4282741.500000 Penalty: 12449.204102
	Iteration 61Q: 3 clusters Score -4282742 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -4282770.000000 Penalty: 12449.204102
	Iteration 62Q: 3 clusters Score -4282770 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 24251 members 
Entering Unmasked Estep 
Score: -4282798.000000 Penalty: 12449.204102
	Iteration 63Q: 3 clusters Score -4282798 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 24286 members 
Entering Unmasked Estep 
Score: -4282820.000000 Penalty: 12449.204102
	Iteration 64Q: 3 clusters Score -4282820 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 24335 members 
Entering Unmasked Estep 
Score: -4282865.500000 Penalty: 12449.204102
	Iteration 65Q: 3 clusters Score -4282866 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 24371 members 
Entering Unmasked Estep 
Score: -4282894.000000 Penalty: 12449.204102
	Iteration 66Q: 3 clusters Score -4282894 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -4282928.000000 Penalty: 12449.204102
	Iteration 67Q: 3 clusters Score -4282928 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -4282941.000000 Penalty: 12449.204102
	Iteration 68Q: 3 clusters Score -4282941 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
Score: -4282946.000000 Penalty: 12449.204102
	Iteration 69Q: 3 clusters Score -4282946 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -4282959.500000 Penalty: 12449.204102
	Iteration 70Q: 3 clusters Score -4282960 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 24472 members 
Entering Unmasked Estep 
Score: -4282972.000000 Penalty: 12449.204102
	Iteration 71Q: 3 clusters Score -4282972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -4282979.500000 Penalty: 12449.204102
	Iteration 72Q: 3 clusters Score -4282980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -4282993.500000 Penalty: 12449.204102
	Iteration 73Q: 3 clusters Score -4282994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -4282996.000000 Penalty: 12449.204102
	Iteration 74Q: 3 clusters Score -4282996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
Score: -4283008.500000 Penalty: 12449.204102
	Iteration 75Q: 3 clusters Score -4283008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 24531 members 
Entering Unmasked Estep 
Score: -4283016.000000 Penalty: 12449.204102
	Iteration 76Q: 3 clusters Score -4283016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 24539 members 
Entering Unmasked Estep 
Score: -4283021.000000 Penalty: 12449.204102
	Iteration 77Q: 3 clusters Score -4283021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 24546 members 
Entering Unmasked Estep 
Score: -4283026.000000 Penalty: 12449.204102
	Iteration 78Q: 3 clusters Score -4283026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 24551 members 
Entering Unmasked Estep 
Score: -4283033.500000 Penalty: 12449.204102
	Iteration 79Q: 3 clusters Score -4283034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 24553 members 
Entering Unmasked Estep 
Score: -4283034.000000 Penalty: 12449.204102
	Iteration 80F: 3 clusters Score -4283034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 24554 members 
Entering Unmasked Estep 
Score: -4283035.000000 Penalty: 12449.204102
	Iteration 81Q: 3 clusters Score -4283035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 24557 members 
Entering Unmasked Estep 
Score: -4283046.000000 Penalty: 12449.204102
	Iteration 82Q: 3 clusters Score -4283046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
Score: -4283048.500000 Penalty: 12449.204102
	Iteration 83Q: 3 clusters Score -4283048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 24562 members 
Entering Unmasked Estep 
Score: -4283048.500000 Penalty: 12449.204102
	Iteration 84Q: 3 clusters Score -4283048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 24564 members 
Entering Unmasked Estep 
Score: -4283047.000000 Penalty: 12449.204102
	Iteration 85Q: 3 clusters Score -4283047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 24566 members 
Entering Unmasked Estep 
Score: -4283048.000000 Penalty: 12449.204102
	Iteration 86Q: 3 clusters Score -4283048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -4283052.500000 Penalty: 12449.204102
	Iteration 87Q: 3 clusters Score -4283052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
Score: -4283060.000000 Penalty: 12449.204102
	Iteration 88Q: 3 clusters Score -4283060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -4283057.500000 Penalty: 12449.204102
	Iteration 89Q: 3 clusters Score -4283058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 24576 members 
Entering Unmasked Estep 
Score: -4283055.000000 Penalty: 12449.204102
	Iteration 90Q: 3 clusters Score -4283055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 24578 members 
Entering Unmasked Estep 
Score: -4283051.500000 Penalty: 12449.204102
	Iteration 91Q: 3 clusters Score -4283052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 24582 members 
Entering Unmasked Estep 
Score: -4283061.000000 Penalty: 12449.204102
	Iteration 92Q: 3 clusters Score -4283061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -4283061.500000 Penalty: 12449.204102
	Iteration 93Q: 3 clusters Score -4283062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 24585 members 
Entering Unmasked Estep 
Score: -4283057.000000 Penalty: 12449.204102
	Iteration 94Q: 3 clusters Score -4283057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 24588 members 
Entering Unmasked Estep 
Score: -4283058.500000 Penalty: 12449.204102
	Iteration 95Q: 3 clusters Score -4283058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -4283063.000000 Penalty: 12449.204102
	Iteration 96Q: 3 clusters Score -4283063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 24598 members 
Entering Unmasked Estep 
Score: -4283067.000000 Penalty: 12449.204102
	Iteration 97Q: 3 clusters Score -4283067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 24606 members 
Entering Unmasked Estep 
Score: -4283076.000000 Penalty: 12449.204102
	Iteration 98Q: 3 clusters Score -4283076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 24613 members 
Entering Unmasked Estep 
Score: -4283082.500000 Penalty: 12449.204102
	Iteration 99Q: 3 clusters Score -4283082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
Score: -4283084.000000 Penalty: 12449.204102
	Iteration 100F: 3 clusters Score -4283084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 24624 members 
Entering Unmasked Estep 
Score: -4283103.000000 Penalty: 12449.204102
	Iteration 101Q: 3 clusters Score -4283103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -4283104.000000 Penalty: 12449.204102
	Iteration 102Q: 3 clusters Score -4283104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 24635 members 
Entering Unmasked Estep 
Score: -4283101.500000 Penalty: 12449.204102
	Iteration 103Q: 3 clusters Score -4283102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -4283102.500000 Penalty: 12449.204102
	Iteration 104Q: 3 clusters Score -4283102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 24644 members 
Entering Unmasked Estep 
Score: -4283113.500000 Penalty: 12449.204102
	Iteration 105Q: 3 clusters Score -4283114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 24645 members 
Entering Unmasked Estep 
Score: -4283112.000000 Penalty: 12449.204102
	Iteration 106Q: 3 clusters Score -4283112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -4283111.500000 Penalty: 12449.204102
	Iteration 107Q: 3 clusters Score -4283112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -4283113.500000 Penalty: 12449.204102
	Iteration 108Q: 3 clusters Score -4283114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -4283113.500000 Penalty: 12449.204102
	Iteration 109F: 3 clusters Score -4283114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46085 members 
Entering Unmasked Estep 
Score: -8002173.500000 Penalty: 6577.173828
	Iteration 0F: 2 clusters Score -8002174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -7969132.500000 Penalty: 13154.347656
	Iteration 0F: 3 clusters Score -7969132 nChanged 20069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 23986 members 
Entering Unmasked Estep 
Score: -7979882.000000 Penalty: 13154.347656
	Iteration 1F: 3 clusters Score -7979882 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -7981180.500000 Penalty: 13154.347656
	Iteration 2F: 3 clusters Score -7981180 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 24876 members 
Entering Unmasked Estep 
Score: -7982418.000000 Penalty: 13154.347656
	Iteration 3F: 3 clusters Score -7982418 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -7983843.500000 Penalty: 13154.347656
	Iteration 4Q: 3 clusters Score -7983844 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -7985304.000000 Penalty: 13154.347656
	Iteration 5F: 3 clusters Score -7985304 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -7986618.000000 Penalty: 13154.347656
	Iteration 6F: 3 clusters Score -7986618 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 24655 members 
Entering Unmasked Estep 
Score: -7987942.500000 Penalty: 13154.347656
	Iteration 7F: 3 clusters Score -7987942 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22183 members 
Mstep: Class 2 contains 23902 members 
Entering Unmasked Estep 
Score: -7989099.000000 Penalty: 13154.347656
	Iteration 8F: 3 clusters Score -7989099 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -7990192.000000 Penalty: 13154.347656
	Iteration 9Q: 3 clusters Score -7990192 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -7991169.500000 Penalty: 13154.347656
	Iteration 10Q: 3 clusters Score -7991170 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25466 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -7992019.500000 Penalty: 13154.347656
	Iteration 11Q: 3 clusters Score -7992020 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26671 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -7992708.500000 Penalty: 13154.347656
	Iteration 12Q: 3 clusters Score -7992708 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27951 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -7993430.000000 Penalty: 13154.347656
	Iteration 13Q: 3 clusters Score -7993430 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -7994011.000000 Penalty: 13154.347656
	Iteration 14Q: 3 clusters Score -7994011 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30405 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -7994508.000000 Penalty: 13154.347656
	Iteration 15Q: 3 clusters Score -7994508 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31557 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -7994967.000000 Penalty: 13154.347656
	Iteration 16Q: 3 clusters Score -7994967 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32667 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -7995396.000000 Penalty: 13154.347656
	Iteration 17Q: 3 clusters Score -7995396 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33783 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -7995939.000000 Penalty: 13154.347656
	Iteration 18Q: 3 clusters Score -7995939 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34868 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -7996377.000000 Penalty: 13154.347656
	Iteration 19Q: 3 clusters Score -7996377 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35952 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -7996869.000000 Penalty: 13154.347656
	Iteration 20F: 3 clusters Score -7996869 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37035 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -7997393.000000 Penalty: 13154.347656
	Iteration 21Q: 3 clusters Score -7997393 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38017 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -7997879.500000 Penalty: 13154.347656
	Iteration 22Q: 3 clusters Score -7997880 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38912 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -7998311.000000 Penalty: 13154.347656
	Iteration 23Q: 3 clusters Score -7998311 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39690 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -7998646.500000 Penalty: 13154.347656
	Iteration 24Q: 3 clusters Score -7998646 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40329 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -7998924.000000 Penalty: 13154.347656
	Iteration 25Q: 3 clusters Score -7998924 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40823 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -7999094.500000 Penalty: 13154.347656
	Iteration 26Q: 3 clusters Score -7999094 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41226 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -7999277.500000 Penalty: 13154.347656
	Iteration 27Q: 3 clusters Score -7999278 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41574 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -7999417.000000 Penalty: 13154.347656
	Iteration 28Q: 3 clusters Score -7999417 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41871 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -7999531.500000 Penalty: 13154.347656
	Iteration 29Q: 3 clusters Score -7999532 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42091 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -7999595.500000 Penalty: 13154.347656
	Iteration 30Q: 3 clusters Score -7999596 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42274 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -7999662.500000 Penalty: 13154.347656
	Iteration 31Q: 3 clusters Score -7999662 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42410 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -7999694.500000 Penalty: 13154.347656
	Iteration 32Q: 3 clusters Score -7999694 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42517 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -7999747.000000 Penalty: 13154.347656
	Iteration 33Q: 3 clusters Score -7999747 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42604 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -7999795.500000 Penalty: 13154.347656
	Iteration 34Q: 3 clusters Score -7999796 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42686 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -7999804.500000 Penalty: 13154.347656
	Iteration 35Q: 3 clusters Score -7999804 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42742 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -7999819.500000 Penalty: 13154.347656
	Iteration 36Q: 3 clusters Score -7999820 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42791 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -7999826.500000 Penalty: 13154.347656
	Iteration 37Q: 3 clusters Score -7999826 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42828 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -7999840.000000 Penalty: 13154.347656
	Iteration 38Q: 3 clusters Score -7999840 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42866 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -7999859.500000 Penalty: 13154.347656
	Iteration 39Q: 3 clusters Score -7999860 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42897 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -7999866.000000 Penalty: 13154.347656
	Iteration 40F: 3 clusters Score -7999866 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42921 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -7999869.000000 Penalty: 13154.347656
	Iteration 41Q: 3 clusters Score -7999869 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42947 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -7999870.000000 Penalty: 13154.347656
	Iteration 42Q: 3 clusters Score -7999870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42964 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -7999881.000000 Penalty: 13154.347656
	Iteration 43Q: 3 clusters Score -7999881 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42978 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -7999886.500000 Penalty: 13154.347656
	Iteration 44Q: 3 clusters Score -7999886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42989 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -7999887.000000 Penalty: 13154.347656
	Iteration 45Q: 3 clusters Score -7999887 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42998 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -7999897.000000 Penalty: 13154.347656
	Iteration 46Q: 3 clusters Score -7999897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43006 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -7999888.500000 Penalty: 13154.347656
	Iteration 47Q: 3 clusters Score -7999888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43015 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -7999893.000000 Penalty: 13154.347656
	Iteration 48Q: 3 clusters Score -7999893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43022 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -7999894.500000 Penalty: 13154.347656
	Iteration 49Q: 3 clusters Score -7999894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43025 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -7999897.500000 Penalty: 13154.347656
	Iteration 50Q: 3 clusters Score -7999898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43031 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -7999895.500000 Penalty: 13154.347656
	Iteration 51Q: 3 clusters Score -7999896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43034 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -7999901.000000 Penalty: 13154.347656
	Iteration 52Q: 3 clusters Score -7999901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43037 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -7999901.500000 Penalty: 13154.347656
	Iteration 53Q: 3 clusters Score -7999902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43042 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -7999907.500000 Penalty: 13154.347656
	Iteration 54Q: 3 clusters Score -7999908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43047 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -7999901.500000 Penalty: 13154.347656
	Iteration 55Q: 3 clusters Score -7999902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43051 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -7999899.000000 Penalty: 13154.347656
	Iteration 56Q: 3 clusters Score -7999899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43057 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -7999898.500000 Penalty: 13154.347656
	Iteration 57Q: 3 clusters Score -7999898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43063 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -7999908.500000 Penalty: 13154.347656
	Iteration 58Q: 3 clusters Score -7999908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43067 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -7999912.000000 Penalty: 13154.347656
	Iteration 59Q: 3 clusters Score -7999912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43071 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -7999910.000000 Penalty: 13154.347656
	Iteration 60F: 3 clusters Score -7999910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43075 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -7999915.000000 Penalty: 13154.347656
	Iteration 61Q: 3 clusters Score -7999915 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43084 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -7999922.500000 Penalty: 13154.347656
	Iteration 62Q: 3 clusters Score -7999922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43095 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -7999920.000000 Penalty: 13154.347656
	Iteration 63Q: 3 clusters Score -7999920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43104 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -7999923.000000 Penalty: 13154.347656
	Iteration 64Q: 3 clusters Score -7999923 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43114 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -7999925.000000 Penalty: 13154.347656
	Iteration 65Q: 3 clusters Score -7999925 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43127 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -7999915.500000 Penalty: 13154.347656
	Iteration 66Q: 3 clusters Score -7999916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43135 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -7999925.000000 Penalty: 13154.347656
	Iteration 67Q: 3 clusters Score -7999925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43138 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -7999926.000000 Penalty: 13154.347656
	Iteration 68Q: 3 clusters Score -7999926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43139 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -7999924.500000 Penalty: 13154.347656
	Iteration 69Q: 3 clusters Score -7999924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43142 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -7999921.500000 Penalty: 13154.347656
	Iteration 70Q: 3 clusters Score -7999922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43144 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -7999926.000000 Penalty: 13154.347656
	Iteration 71Q: 3 clusters Score -7999926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43145 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -7999923.500000 Penalty: 13154.347656
	Iteration 72Q: 3 clusters Score -7999924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43145 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -7999923.500000 Penalty: 13154.347656
	Iteration 73F: 3 clusters Score -7999924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Entering Unmasked Estep 
Score: -1765636.375000 Penalty: 5683.060547
	Iteration 0F: 2 clusters Score -1765636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1755027.375000 Penalty: 11366.121094
	Iteration 0F: 3 clusters Score -1755027 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1757388.000000 Penalty: 11366.121094
	Iteration 1F: 3 clusters Score -1757388 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1758124.000000 Penalty: 11366.121094
	Iteration 2F: 3 clusters Score -1758124 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1758694.000000 Penalty: 11366.121094
	Iteration 3F: 3 clusters Score -1758694 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1759183.375000 Penalty: 11366.121094
	Iteration 4F: 3 clusters Score -1759183 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1759602.250000 Penalty: 11366.121094
	Iteration 5F: 3 clusters Score -1759602 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1759963.750000 Penalty: 11366.121094
	Iteration 6Q: 3 clusters Score -1759964 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1760277.750000 Penalty: 11366.121094
	Iteration 7Q: 3 clusters Score -1760278 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1760545.250000 Penalty: 11366.121094
	Iteration 8Q: 3 clusters Score -1760545 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1760743.875000 Penalty: 11366.121094
	Iteration 9Q: 3 clusters Score -1760744 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1760908.875000 Penalty: 11366.121094
	Iteration 10Q: 3 clusters Score -1760909 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1761069.875000 Penalty: 11366.121094
	Iteration 11Q: 3 clusters Score -1761070 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1761211.000000 Penalty: 11366.121094
	Iteration 12Q: 3 clusters Score -1761211 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1761299.750000 Penalty: 11366.121094
	Iteration 13Q: 3 clusters Score -1761300 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1761376.250000 Penalty: 11366.121094
	Iteration 14Q: 3 clusters Score -1761376 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1761435.875000 Penalty: 11366.121094
	Iteration 15Q: 3 clusters Score -1761436 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1761478.250000 Penalty: 11366.121094
	Iteration 16Q: 3 clusters Score -1761478 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1761511.500000 Penalty: 11366.121094
	Iteration 17Q: 3 clusters Score -1761512 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1761539.750000 Penalty: 11366.121094
	Iteration 18Q: 3 clusters Score -1761540 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1761573.000000 Penalty: 11366.121094
	Iteration 19Q: 3 clusters Score -1761573 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1761600.875000 Penalty: 11366.121094
	Iteration 20F: 3 clusters Score -1761601 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1761626.375000 Penalty: 11366.121094
	Iteration 21Q: 3 clusters Score -1761626 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1761646.125000 Penalty: 11366.121094
	Iteration 22Q: 3 clusters Score -1761646 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1761658.875000 Penalty: 11366.121094
	Iteration 23Q: 3 clusters Score -1761659 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1761668.000000 Penalty: 11366.121094
	Iteration 24Q: 3 clusters Score -1761668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1761678.250000 Penalty: 11366.121094
	Iteration 25Q: 3 clusters Score -1761678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1761678.125000 Penalty: 11366.121094
	Iteration 26Q: 3 clusters Score -1761678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1761681.750000 Penalty: 11366.121094
	Iteration 27Q: 3 clusters Score -1761682 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1761696.250000 Penalty: 11366.121094
	Iteration 28Q: 3 clusters Score -1761696 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1761703.500000 Penalty: 11366.121094
	Iteration 29Q: 3 clusters Score -1761704 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1761714.625000 Penalty: 11366.121094
	Iteration 30Q: 3 clusters Score -1761715 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1761723.750000 Penalty: 11366.121094
	Iteration 31Q: 3 clusters Score -1761724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1761731.250000 Penalty: 11366.121094
	Iteration 32Q: 3 clusters Score -1761731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1761734.875000 Penalty: 11366.121094
	Iteration 33Q: 3 clusters Score -1761735 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1761738.500000 Penalty: 11366.121094
	Iteration 34Q: 3 clusters Score -1761738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1761745.875000 Penalty: 11366.121094
	Iteration 35Q: 3 clusters Score -1761746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1761745.125000 Penalty: 11366.121094
	Iteration 36Q: 3 clusters Score -1761745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1761752.500000 Penalty: 11366.121094
	Iteration 37Q: 3 clusters Score -1761752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1761753.625000 Penalty: 11366.121094
	Iteration 38Q: 3 clusters Score -1761754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1761755.625000 Penalty: 11366.121094
	Iteration 39Q: 3 clusters Score -1761756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1761753.250000 Penalty: 11366.121094
	Iteration 40F: 3 clusters Score -1761753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1761756.625000 Penalty: 11366.121094
	Iteration 41Q: 3 clusters Score -1761757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1761759.375000 Penalty: 11366.121094
	Iteration 42Q: 3 clusters Score -1761759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1761759.375000 Penalty: 11366.121094
	Iteration 43F: 3 clusters Score -1761759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (21032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Entering Unmasked Estep 
Score: -3647676.500000 Penalty: 6096.702637
	Iteration 0F: 2 clusters Score -3647676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -3630604.750000 Penalty: 12193.405273
	Iteration 0F: 3 clusters Score -3630605 nChanged 8546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -3635062.000000 Penalty: 12193.405273
	Iteration 1F: 3 clusters Score -3635062 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -3635783.750000 Penalty: 12193.405273
	Iteration 2F: 3 clusters Score -3635784 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -3636334.250000 Penalty: 12193.405273
	Iteration 3F: 3 clusters Score -3636334 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -3636842.000000 Penalty: 12193.405273
	Iteration 4Q: 3 clusters Score -3636842 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -3637336.750000 Penalty: 12193.405273
	Iteration 5Q: 3 clusters Score -3637337 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -3637976.000000 Penalty: 12193.405273
	Iteration 6Q: 3 clusters Score -3637976 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -3638706.250000 Penalty: 12193.405273
	Iteration 7Q: 3 clusters Score -3638706 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -3639545.000000 Penalty: 12193.405273
	Iteration 8F: 3 clusters Score -3639545 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -3640351.250000 Penalty: 12193.405273
	Iteration 9F: 3 clusters Score -3640351 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -3641245.000000 Penalty: 12193.405273
	Iteration 10F: 3 clusters Score -3641245 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -3641974.250000 Penalty: 12193.405273
	Iteration 11Q: 3 clusters Score -3641974 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -3642625.250000 Penalty: 12193.405273
	Iteration 12Q: 3 clusters Score -3642625 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -3643137.750000 Penalty: 12193.405273
	Iteration 13Q: 3 clusters Score -3643138 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -3643474.500000 Penalty: 12193.405273
	Iteration 14Q: 3 clusters Score -3643474 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -3643715.500000 Penalty: 12193.405273
	Iteration 15Q: 3 clusters Score -3643716 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -3643881.250000 Penalty: 12193.405273
	Iteration 16Q: 3 clusters Score -3643881 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -3643991.750000 Penalty: 12193.405273
	Iteration 17Q: 3 clusters Score -3643992 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -3644080.750000 Penalty: 12193.405273
	Iteration 18Q: 3 clusters Score -3644081 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -3644152.750000 Penalty: 12193.405273
	Iteration 19Q: 3 clusters Score -3644153 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -3644235.000000 Penalty: 12193.405273
	Iteration 20F: 3 clusters Score -3644235 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -3644289.250000 Penalty: 12193.405273
	Iteration 21Q: 3 clusters Score -3644289 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -3644331.500000 Penalty: 12193.405273
	Iteration 22Q: 3 clusters Score -3644332 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -3644378.250000 Penalty: 12193.405273
	Iteration 23Q: 3 clusters Score -3644378 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -3644399.250000 Penalty: 12193.405273
	Iteration 24Q: 3 clusters Score -3644399 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -3644416.250000 Penalty: 12193.405273
	Iteration 25Q: 3 clusters Score -3644416 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -3644434.500000 Penalty: 12193.405273
	Iteration 26Q: 3 clusters Score -3644434 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -3644450.000000 Penalty: 12193.405273
	Iteration 27Q: 3 clusters Score -3644450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -3644462.000000 Penalty: 12193.405273
	Iteration 28Q: 3 clusters Score -3644462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -3644469.250000 Penalty: 12193.405273
	Iteration 29Q: 3 clusters Score -3644469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -3644471.500000 Penalty: 12193.405273
	Iteration 30Q: 3 clusters Score -3644472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -3644477.000000 Penalty: 12193.405273
	Iteration 31Q: 3 clusters Score -3644477 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -3644488.000000 Penalty: 12193.405273
	Iteration 32Q: 3 clusters Score -3644488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -3644491.250000 Penalty: 12193.405273
	Iteration 33Q: 3 clusters Score -3644491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -3644502.750000 Penalty: 12193.405273
	Iteration 34Q: 3 clusters Score -3644503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -3644508.000000 Penalty: 12193.405273
	Iteration 35Q: 3 clusters Score -3644508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -3644527.250000 Penalty: 12193.405273
	Iteration 36Q: 3 clusters Score -3644527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3644527.250000 Penalty: 12193.405273
	Iteration 37Q: 3 clusters Score -3644527 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -3644533.000000 Penalty: 12193.405273
	Iteration 38Q: 3 clusters Score -3644533 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -3644548.250000 Penalty: 12193.405273
	Iteration 39Q: 3 clusters Score -3644548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3644554.750000 Penalty: 12193.405273
	Iteration 40F: 3 clusters Score -3644555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3644562.750000 Penalty: 12193.405273
	Iteration 41Q: 3 clusters Score -3644563 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -3644568.000000 Penalty: 12193.405273
	Iteration 42Q: 3 clusters Score -3644568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -3644569.750000 Penalty: 12193.405273
	Iteration 43Q: 3 clusters Score -3644570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3644566.000000 Penalty: 12193.405273
	Iteration 44Q: 3 clusters Score -3644566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -3644566.750000 Penalty: 12193.405273
	Iteration 45Q: 3 clusters Score -3644567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -3644566.750000 Penalty: 12193.405273
	Iteration 46F: 3 clusters Score -3644567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Entering Unmasked Estep 
Score: -217355.375000 Penalty: 4435.775391
	Iteration 0F: 2 clusters Score -217355.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -213155.031250 Penalty: 8871.550781
	Iteration 0F: 3 clusters Score -213155 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -214126.953125 Penalty: 8871.550781
	Iteration 1F: 3 clusters Score -214127 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -214944.765625 Penalty: 8871.550781
	Iteration 2F: 3 clusters Score -214944.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -215833.640625 Penalty: 8871.550781
	Iteration 3F: 3 clusters Score -215833.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -217562.875000 Penalty: 8871.550781
	Iteration 4F: 3 clusters Score -217562.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -218137.546875 Penalty: 8871.550781
	Iteration 5F: 3 clusters Score -218137.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -218313.750000 Penalty: 8871.550781
	Iteration 6Q: 3 clusters Score -218313.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -218471.312500 Penalty: 8871.550781
	Iteration 7Q: 3 clusters Score -218471.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -218531.703125 Penalty: 8871.550781
	Iteration 8Q: 3 clusters Score -218531.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -218554.250000 Penalty: 8871.550781
	Iteration 9Q: 3 clusters Score -218554.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -218570.171875 Penalty: 8871.550781
	Iteration 10Q: 3 clusters Score -218570.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -218586.437500 Penalty: 8871.550781
	Iteration 11Q: 3 clusters Score -218586.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -218600.281250 Penalty: 8871.550781
	Iteration 12Q: 3 clusters Score -218600.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -218607.562500 Penalty: 8871.550781
	Iteration 13Q: 3 clusters Score -218607.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -218615.828125 Penalty: 8871.550781
	Iteration 14Q: 3 clusters Score -218615.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -218624.343750 Penalty: 8871.550781
	Iteration 15Q: 3 clusters Score -218624.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -218664.687500 Penalty: 8871.550781
	Iteration 16Q: 3 clusters Score -218664.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -218690.375000 Penalty: 8871.550781
	Iteration 17Q: 3 clusters Score -218690.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -218690.375000 Penalty: 8871.550781
	Iteration 18F: 3 clusters Score -218690.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 220675 members 
Mstep: Class 2 contains 162 members 
Mstep: Class 3 contains 2738 members 
Mstep: Class 4 contains 9040 members 
Mstep: Class 5 contains 25916 members 
Mstep: Class 6 contains 46085 members 
Mstep: Class 7 contains 10705 members 
Mstep: Class 8 contains 21032 members 
Mstep: Class 9 contains 895 members 
Mstep: Class 10 contains 217 members 
Mstep: Class 11 contains 15451 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1463 members 
Mstep: Class 14 contains 518910 members 
Mstep: Class 15 contains 1180 members 
Mstep: Class 16 contains 63689 members 
Mstep: Class 17 contains 308944 members 
Mstep: Class 18 contains 27798 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 21 contains 95977 members 
Entering Unmasked Estep 
Score: -233325408.000000 Penalty: 173134.625000
Splitting cluster 10 changes total score from -233328848.000000 to -233325408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (15451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Entering Unmasked Estep 
Score: -2536926.000000 Penalty: 5907.825195
	Iteration 0F: 2 clusters Score -2536926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -2523161.750000 Penalty: 11815.650391
	Iteration 0F: 3 clusters Score -2523162 nChanged 6158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -2526604.000000 Penalty: 11815.650391
	Iteration 1F: 3 clusters Score -2526604 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -2527140.750000 Penalty: 11815.650391
	Iteration 2F: 3 clusters Score -2527141 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -2527493.750000 Penalty: 11815.650391
	Iteration 3Q: 3 clusters Score -2527494 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -2527782.250000 Penalty: 11815.650391
	Iteration 4Q: 3 clusters Score -2527782 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -2528035.250000 Penalty: 11815.650391
	Iteration 5Q: 3 clusters Score -2528035 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -2528280.750000 Penalty: 11815.650391
	Iteration 6Q: 3 clusters Score -2528281 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -2528599.750000 Penalty: 11815.650391
	Iteration 7Q: 3 clusters Score -2528600 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -2528972.250000 Penalty: 11815.650391
	Iteration 8Q: 3 clusters Score -2528972 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -2529402.750000 Penalty: 11815.650391
	Iteration 9Q: 3 clusters Score -2529403 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -2529864.750000 Penalty: 11815.650391
	Iteration 10Q: 3 clusters Score -2529865 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -2530281.000000 Penalty: 11815.650391
	Iteration 11Q: 3 clusters Score -2530281 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -2530665.750000 Penalty: 11815.650391
	Iteration 12Q: 3 clusters Score -2530666 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -2531008.500000 Penalty: 11815.650391
	Iteration 13Q: 3 clusters Score -2531008 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -2531333.000000 Penalty: 11815.650391
	Iteration 14Q: 3 clusters Score -2531333 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -2531619.000000 Penalty: 11815.650391
	Iteration 15Q: 3 clusters Score -2531619 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -2531922.000000 Penalty: 11815.650391
	Iteration 16Q: 3 clusters Score -2531922 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -2532204.500000 Penalty: 11815.650391
	Iteration 17Q: 3 clusters Score -2532204 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -2532462.500000 Penalty: 11815.650391
	Iteration 18Q: 3 clusters Score -2532462 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -2532622.250000 Penalty: 11815.650391
	Iteration 19Q: 3 clusters Score -2532622 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -2532734.000000 Penalty: 11815.650391
	Iteration 20F: 3 clusters Score -2532734 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -2532811.000000 Penalty: 11815.650391
	Iteration 21Q: 3 clusters Score -2532811 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -2532862.500000 Penalty: 11815.650391
	Iteration 22Q: 3 clusters Score -2532862 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -2532914.000000 Penalty: 11815.650391
	Iteration 23Q: 3 clusters Score -2532914 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -2532945.000000 Penalty: 11815.650391
	Iteration 24Q: 3 clusters Score -2532945 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -2532957.000000 Penalty: 11815.650391
	Iteration 25Q: 3 clusters Score -2532957 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -2532980.750000 Penalty: 11815.650391
	Iteration 26Q: 3 clusters Score -2532981 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -2532992.250000 Penalty: 11815.650391
	Iteration 27Q: 3 clusters Score -2532992 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -2532998.000000 Penalty: 11815.650391
	Iteration 28Q: 3 clusters Score -2532998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -2533003.500000 Penalty: 11815.650391
	Iteration 29Q: 3 clusters Score -2533004 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -2533007.500000 Penalty: 11815.650391
	Iteration 30Q: 3 clusters Score -2533008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -2533013.000000 Penalty: 11815.650391
	Iteration 31Q: 3 clusters Score -2533013 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -2533016.000000 Penalty: 11815.650391
	Iteration 32Q: 3 clusters Score -2533016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -2533017.000000 Penalty: 11815.650391
	Iteration 33Q: 3 clusters Score -2533017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -2533020.000000 Penalty: 11815.650391
	Iteration 34Q: 3 clusters Score -2533020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -2533024.500000 Penalty: 11815.650391
	Iteration 35Q: 3 clusters Score -2533024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -2533023.250000 Penalty: 11815.650391
	Iteration 36Q: 3 clusters Score -2533023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -2533023.250000 Penalty: 11815.650391
	Iteration 37F: 3 clusters Score -2533023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Entering Unmasked Estep 
Score: -250583.109375 Penalty: 4504.155273
	Iteration 0F: 2 clusters Score -250583.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -245978.562500 Penalty: 9008.310547
	Iteration 0F: 3 clusters Score -245978.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -246436.578125 Penalty: 9008.310547
	Iteration 1F: 3 clusters Score -246436.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -246569.500000 Penalty: 9008.310547
	Iteration 2Q: 3 clusters Score -246569.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -246648.234375 Penalty: 9008.310547
	Iteration 3Q: 3 clusters Score -246648.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -246698.796875 Penalty: 9008.310547
	Iteration 4Q: 3 clusters Score -246698.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -246728.500000 Penalty: 9008.310547
	Iteration 5Q: 3 clusters Score -246728.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -246740.515625 Penalty: 9008.310547
	Iteration 6Q: 3 clusters Score -246740.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -246753.796875 Penalty: 9008.310547
	Iteration 7Q: 3 clusters Score -246753.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -246761.171875 Penalty: 9008.310547
	Iteration 8Q: 3 clusters Score -246761.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -246761.171875 Penalty: 9008.310547
	Iteration 9F: 3 clusters Score -246761.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Entering Unmasked Estep 
Score: -226374.562500 Penalty: 4464.049805
	Iteration 0F: 2 clusters Score -226374.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -221848.984375 Penalty: 8928.099609
	Iteration 0F: 3 clusters Score -221849 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -222400.562500 Penalty: 8928.099609
	Iteration 1F: 3 clusters Score -222400.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -222574.500000 Penalty: 8928.099609
	Iteration 2Q: 3 clusters Score -222574.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -222654.171875 Penalty: 8928.099609
	Iteration 3Q: 3 clusters Score -222654.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -222714.828125 Penalty: 8928.099609
	Iteration 4Q: 3 clusters Score -222714.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -222761.562500 Penalty: 8928.099609
	Iteration 5Q: 3 clusters Score -222761.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -222793.328125 Penalty: 8928.099609
	Iteration 6Q: 3 clusters Score -222793.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -222816.406250 Penalty: 8928.099609
	Iteration 7Q: 3 clusters Score -222816.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -222848.687500 Penalty: 8928.099609
	Iteration 8Q: 3 clusters Score -222848.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -222904.156250 Penalty: 8928.099609
	Iteration 9Q: 3 clusters Score -222904.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -222960.468750 Penalty: 8928.099609
	Iteration 10Q: 3 clusters Score -222960.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -223020.875000 Penalty: 8928.099609
	Iteration 11Q: 3 clusters Score -223020.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -223079.312500 Penalty: 8928.099609
	Iteration 12Q: 3 clusters Score -223079.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -223152.140625 Penalty: 8928.099609
	Iteration 13Q: 3 clusters Score -223152.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -223207.406250 Penalty: 8928.099609
	Iteration 14Q: 3 clusters Score -223207.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -223275.265625 Penalty: 8928.099609
	Iteration 15Q: 3 clusters Score -223275.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -223328.796875 Penalty: 8928.099609
	Iteration 16Q: 3 clusters Score -223328.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -223385.812500 Penalty: 8928.099609
	Iteration 17Q: 3 clusters Score -223385.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -223480.046875 Penalty: 8928.099609
	Iteration 18Q: 3 clusters Score -223480 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -223669.093750 Penalty: 8928.099609
	Iteration 19Q: 3 clusters Score -223669.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -224009.515625 Penalty: 8928.099609
	Iteration 20F: 3 clusters Score -224009.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -224371.703125 Penalty: 8928.099609
	Iteration 21Q: 3 clusters Score -224371.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -224889.937500 Penalty: 8928.099609
	Iteration 22Q: 3 clusters Score -224889.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -225411.218750 Penalty: 8928.099609
	Iteration 23Q: 3 clusters Score -225411.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -225828.593750 Penalty: 8928.099609
	Iteration 24Q: 3 clusters Score -225828.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -226090.359375 Penalty: 8928.099609
	Iteration 25Q: 3 clusters Score -226090.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -226246.515625 Penalty: 8928.099609
	Iteration 26Q: 3 clusters Score -226246.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -226300.109375 Penalty: 8928.099609
	Iteration 27Q: 3 clusters Score -226300.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -226344.859375 Penalty: 8928.099609
	Iteration 28Q: 3 clusters Score -226344.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -226388.531250 Penalty: 8928.099609
	Iteration 29Q: 3 clusters Score -226388.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -226420.750000 Penalty: 8928.099609
	Iteration 30Q: 3 clusters Score -226420.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -226457.359375 Penalty: 8928.099609
	Iteration 31Q: 3 clusters Score -226457.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -226480.515625 Penalty: 8928.099609
	Iteration 32Q: 3 clusters Score -226480.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -226507.187500 Penalty: 8928.099609
	Iteration 33Q: 3 clusters Score -226507.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -226507.359375 Penalty: 8928.099609
	Iteration 34F: 3 clusters Score -226507.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -226519.578125 Penalty: 8928.099609
	Iteration 35Q: 3 clusters Score -226519.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -226519.578125 Penalty: 8928.099609
	Iteration 36F: 3 clusters Score -226519.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 220675 members 
Mstep: Class 2 contains 162 members 
Mstep: Class 3 contains 2738 members 
Mstep: Class 4 contains 9040 members 
Mstep: Class 5 contains 25916 members 
Mstep: Class 6 contains 46085 members 
Mstep: Class 7 contains 10705 members 
Mstep: Class 8 contains 21032 members 
Mstep: Class 9 contains 895 members 
Mstep: Class 10 contains 1397 members 
Mstep: Class 11 contains 15451 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 861 members 
Mstep: Class 14 contains 518910 members 
Mstep: Class 15 contains 602 members 
Mstep: Class 16 contains 63689 members 
Mstep: Class 17 contains 308944 members 
Mstep: Class 18 contains 27798 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 21 contains 95977 members 
Entering Unmasked Estep 
Score: -233325392.000000 Penalty: 173134.625000
Splitting cluster 13 changes total score from -233328848.000000 to -233325392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (518910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518910 members 
Entering Unmasked Estep 
Score: -89070968.000000 Penalty: 8060.185059
	Iteration 0F: 2 clusters Score -8.907097e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259251 members 
Mstep: Class 2 contains 259659 members 
Entering Unmasked Estep 
Score: -88749960.000000 Penalty: 16120.370117
	Iteration 0F: 3 clusters Score -8.874996e+07 nChanged 249147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256856 members 
Mstep: Class 2 contains 262054 members 
Entering Unmasked Estep 
Score: -88898328.000000 Penalty: 16120.370117
	Iteration 1F: 3 clusters Score -8.889833e+07 nChanged 13384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254646 members 
Mstep: Class 2 contains 264264 members 
Entering Unmasked Estep 
Score: -88900936.000000 Penalty: 16120.370117
	Iteration 2Q: 3 clusters Score -8.890094e+07 nChanged 14049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251269 members 
Mstep: Class 2 contains 267641 members 
Entering Unmasked Estep 
Score: -88903352.000000 Penalty: 16120.370117
	Iteration 3Q: 3 clusters Score -8.890335e+07 nChanged 15566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245879 members 
Mstep: Class 2 contains 273031 members 
Entering Unmasked Estep 
Score: -88906952.000000 Penalty: 16120.370117
	Iteration 4Q: 3 clusters Score -8.890695e+07 nChanged 17797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237710 members 
Mstep: Class 2 contains 281200 members 
Entering Unmasked Estep 
Score: -88912480.000000 Penalty: 16120.370117
	Iteration 5Q: 3 clusters Score -8.891248e+07 nChanged 20858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225636 members 
Mstep: Class 2 contains 293274 members 
Entering Unmasked Estep 
Score: -88920584.000000 Penalty: 16120.370117
	Iteration 6Q: 3 clusters Score -8.892058e+07 nChanged 25212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207994 members 
Mstep: Class 2 contains 310916 members 
Entering Unmasked Estep 
Score: -88933520.000000 Penalty: 16120.370117
	Iteration 7Q: 3 clusters Score -8.893352e+07 nChanged 30436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183836 members 
Mstep: Class 2 contains 335074 members 
Entering Unmasked Estep 
Score: -88952264.000000 Penalty: 16120.370117
	Iteration 8F: 3 clusters Score -8.895226e+07 nChanged 34164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154322 members 
Mstep: Class 2 contains 364588 members 
Entering Unmasked Estep 
Score: -88977920.000000 Penalty: 16120.370117
	Iteration 9F: 3 clusters Score -8.897792e+07 nChanged 34441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123447 members 
Mstep: Class 2 contains 395463 members 
Entering Unmasked Estep 
Score: -89006784.000000 Penalty: 16120.370117
	Iteration 10F: 3 clusters Score -8.900678e+07 nChanged 29632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96549 members 
Mstep: Class 2 contains 422361 members 
Entering Unmasked Estep 
Score: -89032952.000000 Penalty: 16120.370117
	Iteration 11F: 3 clusters Score -8.903295e+07 nChanged 23188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74743 members 
Mstep: Class 2 contains 444167 members 
Entering Unmasked Estep 
Score: -89049512.000000 Penalty: 16120.370117
	Iteration 12Q: 3 clusters Score -8.904951e+07 nChanged 18328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56843 members 
Mstep: Class 2 contains 462067 members 
Entering Unmasked Estep 
Score: -89058672.000000 Penalty: 16120.370117
	Iteration 13Q: 3 clusters Score -8.905867e+07 nChanged 14456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42459 members 
Mstep: Class 2 contains 476451 members 
Entering Unmasked Estep 
Score: -89064320.000000 Penalty: 16120.370117
	Iteration 14Q: 3 clusters Score -8.906432e+07 nChanged 11276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31213 members 
Mstep: Class 2 contains 487697 members 
Entering Unmasked Estep 
Score: -89067112.000000 Penalty: 16120.370117
	Iteration 15Q: 3 clusters Score -8.906711e+07 nChanged 8236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 495903 members 
Entering Unmasked Estep 
Score: -89068592.000000 Penalty: 16120.370117
	Iteration 16Q: 3 clusters Score -8.906859e+07 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 501541 members 
Entering Unmasked Estep 
Score: -89068648.000000 Penalty: 16120.370117
	Iteration 17Q: 3 clusters Score -8.906865e+07 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 505341 members 
Entering Unmasked Estep 
Score: -89068752.000000 Penalty: 16120.370117
	Iteration 18Q: 3 clusters Score -8.906875e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 507825 members 
Entering Unmasked Estep 
Score: -89068656.000000 Penalty: 16120.370117
	Iteration 19Q: 3 clusters Score -8.906866e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 509411 members 
Entering Unmasked Estep 
Score: -89068192.000000 Penalty: 16120.370117
	Iteration 20F: 3 clusters Score -8.906819e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 510482 members 
Entering Unmasked Estep 
Score: -89067808.000000 Penalty: 16120.370117
	Iteration 21Q: 3 clusters Score -8.906781e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 511198 members 
Entering Unmasked Estep 
Score: -89067824.000000 Penalty: 16120.370117
	Iteration 22Q: 3 clusters Score -8.906782e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 511725 members 
Entering Unmasked Estep 
Score: -89067664.000000 Penalty: 16120.370117
	Iteration 23Q: 3 clusters Score -8.906766e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 512133 members 
Entering Unmasked Estep 
Score: -89067312.000000 Penalty: 16120.370117
	Iteration 24Q: 3 clusters Score -8.906731e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 512440 members 
Entering Unmasked Estep 
Score: -89067216.000000 Penalty: 16120.370117
	Iteration 25Q: 3 clusters Score -8.906722e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 512662 members 
Entering Unmasked Estep 
Score: -89067224.000000 Penalty: 16120.370117
	Iteration 26Q: 3 clusters Score -8.906722e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 512838 members 
Entering Unmasked Estep 
Score: -89067064.000000 Penalty: 16120.370117
	Iteration 27Q: 3 clusters Score -8.906706e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 512989 members 
Entering Unmasked Estep 
Score: -89067064.000000 Penalty: 16120.370117
	Iteration 28Q: 3 clusters Score -8.906706e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 513130 members 
Entering Unmasked Estep 
Score: -89067160.000000 Penalty: 16120.370117
	Iteration 29Q: 3 clusters Score -8.906716e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 513244 members 
Entering Unmasked Estep 
Score: -89067112.000000 Penalty: 16120.370117
	Iteration 30Q: 3 clusters Score -8.906711e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 513343 members 
Entering Unmasked Estep 
Score: -89067152.000000 Penalty: 16120.370117
	Iteration 31Q: 3 clusters Score -8.906715e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 513429 members 
Entering Unmasked Estep 
Score: -89067136.000000 Penalty: 16120.370117
	Iteration 32Q: 3 clusters Score -8.906714e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 513496 members 
Entering Unmasked Estep 
Score: -89067168.000000 Penalty: 16120.370117
	Iteration 33Q: 3 clusters Score -8.906717e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 513550 members 
Entering Unmasked Estep 
Score: -89067144.000000 Penalty: 16120.370117
	Iteration 34Q: 3 clusters Score -8.906714e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 513586 members 
Entering Unmasked Estep 
Score: -89067128.000000 Penalty: 16120.370117
	Iteration 35Q: 3 clusters Score -8.906713e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 513621 members 
Entering Unmasked Estep 
Score: -89067192.000000 Penalty: 16120.370117
	Iteration 36Q: 3 clusters Score -8.906719e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 513652 members 
Entering Unmasked Estep 
Score: -89067136.000000 Penalty: 16120.370117
	Iteration 37Q: 3 clusters Score -8.906714e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 513683 members 
Entering Unmasked Estep 
Score: -89067128.000000 Penalty: 16120.370117
	Iteration 38Q: 3 clusters Score -8.906713e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 513716 members 
Entering Unmasked Estep 
Score: -89067200.000000 Penalty: 16120.370117
	Iteration 39Q: 3 clusters Score -8.90672e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 513735 members 
Entering Unmasked Estep 
Score: -89067128.000000 Penalty: 16120.370117
	Iteration 40F: 3 clusters Score -8.906713e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 513753 members 
Entering Unmasked Estep 
Score: -89067112.000000 Penalty: 16120.370117
	Iteration 41Q: 3 clusters Score -8.906711e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 513759 members 
Entering Unmasked Estep 
Score: -89067072.000000 Penalty: 16120.370117
	Iteration 42Q: 3 clusters Score -8.906707e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 513763 members 
Entering Unmasked Estep 
Score: -89067160.000000 Penalty: 16120.370117
	Iteration 43Q: 3 clusters Score -8.906716e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 513768 members 
Entering Unmasked Estep 
Score: -89067104.000000 Penalty: 16120.370117
	Iteration 44Q: 3 clusters Score -8.90671e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 513779 members 
Entering Unmasked Estep 
Score: -89067128.000000 Penalty: 16120.370117
	Iteration 45Q: 3 clusters Score -8.906713e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 513784 members 
Entering Unmasked Estep 
Score: -89067136.000000 Penalty: 16120.370117
	Iteration 46Q: 3 clusters Score -8.906714e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 513790 members 
Entering Unmasked Estep 
Score: -89067120.000000 Penalty: 16120.370117
	Iteration 47Q: 3 clusters Score -8.906712e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 513800 members 
Entering Unmasked Estep 
Score: -89067056.000000 Penalty: 16120.370117
	Iteration 48Q: 3 clusters Score -8.906706e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 513810 members 
Entering Unmasked Estep 
Score: -89067096.000000 Penalty: 16120.370117
	Iteration 49Q: 3 clusters Score -8.90671e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 513823 members 
Entering Unmasked Estep 
Score: -89067096.000000 Penalty: 16120.370117
	Iteration 50Q: 3 clusters Score -8.90671e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 513834 members 
Entering Unmasked Estep 
Score: -89067112.000000 Penalty: 16120.370117
	Iteration 51Q: 3 clusters Score -8.906711e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 513842 members 
Entering Unmasked Estep 
Score: -89067152.000000 Penalty: 16120.370117
	Iteration 52Q: 3 clusters Score -8.906715e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 513853 members 
Entering Unmasked Estep 
Score: -89067104.000000 Penalty: 16120.370117
	Iteration 53Q: 3 clusters Score -8.90671e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 513867 members 
Entering Unmasked Estep 
Score: -89067064.000000 Penalty: 16120.370117
	Iteration 54Q: 3 clusters Score -8.906706e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 513876 members 
Entering Unmasked Estep 
Score: -89067120.000000 Penalty: 16120.370117
	Iteration 55Q: 3 clusters Score -8.906712e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 513885 members 
Entering Unmasked Estep 
Score: -89067136.000000 Penalty: 16120.370117
	Iteration 56Q: 3 clusters Score -8.906714e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 513888 members 
Entering Unmasked Estep 
Score: -89067096.000000 Penalty: 16120.370117
	Iteration 57Q: 3 clusters Score -8.90671e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 513900 members 
Entering Unmasked Estep 
Score: -89067104.000000 Penalty: 16120.370117
	Iteration 58Q: 3 clusters Score -8.90671e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 513906 members 
Entering Unmasked Estep 
Score: -89067072.000000 Penalty: 16120.370117
	Iteration 59Q: 3 clusters Score -8.906707e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 513913 members 
Entering Unmasked Estep 
Score: -89067112.000000 Penalty: 16120.370117
	Iteration 60F: 3 clusters Score -8.906711e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 513924 members 
Entering Unmasked Estep 
Score: -89067080.000000 Penalty: 16120.370117
	Iteration 61Q: 3 clusters Score -8.906708e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 513933 members 
Entering Unmasked Estep 
Score: -89067040.000000 Penalty: 16120.370117
	Iteration 62Q: 3 clusters Score -8.906704e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 513936 members 
Entering Unmasked Estep 
Score: -89067024.000000 Penalty: 16120.370117
	Iteration 63Q: 3 clusters Score -8.906702e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 513939 members 
Entering Unmasked Estep 
Score: -89067064.000000 Penalty: 16120.370117
	Iteration 64Q: 3 clusters Score -8.906706e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 513943 members 
Entering Unmasked Estep 
Score: -89067024.000000 Penalty: 16120.370117
	Iteration 65Q: 3 clusters Score -8.906702e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 513947 members 
Entering Unmasked Estep 
Score: -89067032.000000 Penalty: 16120.370117
	Iteration 66Q: 3 clusters Score -8.906703e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 513950 members 
Entering Unmasked Estep 
Score: -89067024.000000 Penalty: 16120.370117
	Iteration 67Q: 3 clusters Score -8.906702e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 513954 members 
Entering Unmasked Estep 
Score: -89067048.000000 Penalty: 16120.370117
	Iteration 68Q: 3 clusters Score -8.906705e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 513956 members 
Entering Unmasked Estep 
Score: -89067056.000000 Penalty: 16120.370117
	Iteration 69Q: 3 clusters Score -8.906706e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 513960 members 
Entering Unmasked Estep 
Score: -89067024.000000 Penalty: 16120.370117
	Iteration 70Q: 3 clusters Score -8.906702e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 513961 members 
Entering Unmasked Estep 
Score: -89067024.000000 Penalty: 16120.370117
	Iteration 71Q: 3 clusters Score -8.906702e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 513965 members 
Entering Unmasked Estep 
Score: -89067080.000000 Penalty: 16120.370117
	Iteration 72Q: 3 clusters Score -8.906708e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 513968 members 
Entering Unmasked Estep 
Score: -89067080.000000 Penalty: 16120.370117
	Iteration 73Q: 3 clusters Score -8.906708e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 513969 members 
Entering Unmasked Estep 
Score: -89067064.000000 Penalty: 16120.370117
	Iteration 74Q: 3 clusters Score -8.906706e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 513970 members 
Entering Unmasked Estep 
Score: -89067016.000000 Penalty: 16120.370117
	Iteration 75Q: 3 clusters Score -8.906702e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 513968 members 
Entering Unmasked Estep 
Score: -89067064.000000 Penalty: 16120.370117
	Iteration 76Q: 3 clusters Score -8.906706e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 513969 members 
Entering Unmasked Estep 
Score: -89067016.000000 Penalty: 16120.370117
	Iteration 77Q: 3 clusters Score -8.906702e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 513974 members 
Entering Unmasked Estep 
Score: -89067072.000000 Penalty: 16120.370117
	Iteration 78Q: 3 clusters Score -8.906707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 513976 members 
Entering Unmasked Estep 
Score: -89067064.000000 Penalty: 16120.370117
	Iteration 79Q: 3 clusters Score -8.906706e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 513975 members 
Entering Unmasked Estep 
Score: -89067128.000000 Penalty: 16120.370117
	Iteration 80F: 3 clusters Score -8.906713e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (63689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63689 members 
Entering Unmasked Estep 
Score: -11013405.000000 Penalty: 6775.332520
	Iteration 0F: 2 clusters Score -1.10134e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31631 members 
Mstep: Class 2 contains 32058 members 
Entering Unmasked Estep 
Score: -10968833.000000 Penalty: 13550.665039
	Iteration 0F: 3 clusters Score -1.096883e+07 nChanged 28399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30744 members 
Mstep: Class 2 contains 32945 members 
Entering Unmasked Estep 
Score: -10983933.000000 Penalty: 13550.665039
	Iteration 1F: 3 clusters Score -1.098393e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30193 members 
Mstep: Class 2 contains 33496 members 
Entering Unmasked Estep 
Score: -10984915.000000 Penalty: 13550.665039
	Iteration 2Q: 3 clusters Score -1.098492e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29403 members 
Mstep: Class 2 contains 34286 members 
Entering Unmasked Estep 
Score: -10985766.000000 Penalty: 13550.665039
	Iteration 3Q: 3 clusters Score -1.098577e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28317 members 
Mstep: Class 2 contains 35372 members 
Entering Unmasked Estep 
Score: -10986592.000000 Penalty: 13550.665039
	Iteration 4Q: 3 clusters Score -1.098659e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 36875 members 
Entering Unmasked Estep 
Score: -10987441.000000 Penalty: 13550.665039
	Iteration 5Q: 3 clusters Score -1.098744e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24886 members 
Mstep: Class 2 contains 38803 members 
Entering Unmasked Estep 
Score: -10988500.000000 Penalty: 13550.665039
	Iteration 6Q: 3 clusters Score -1.09885e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 41277 members 
Entering Unmasked Estep 
Score: -10989852.000000 Penalty: 13550.665039
	Iteration 7Q: 3 clusters Score -1.098985e+07 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 44377 members 
Entering Unmasked Estep 
Score: -10991793.000000 Penalty: 13550.665039
	Iteration 8F: 3 clusters Score -1.099179e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 48071 members 
Entering Unmasked Estep 
Score: -10994241.000000 Penalty: 13550.665039
	Iteration 9F: 3 clusters Score -1.099424e+07 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 52206 members 
Entering Unmasked Estep 
Score: -10997592.000000 Penalty: 13550.665039
	Iteration 10F: 3 clusters Score -1.099759e+07 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 56125 members 
Entering Unmasked Estep 
Score: -11000993.000000 Penalty: 13550.665039
	Iteration 11F: 3 clusters Score -1.100099e+07 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 59231 members 
Entering Unmasked Estep 
Score: -11003814.000000 Penalty: 13550.665039
	Iteration 12Q: 3 clusters Score -1.100381e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 61173 members 
Entering Unmasked Estep 
Score: -11005523.000000 Penalty: 13550.665039
	Iteration 13Q: 3 clusters Score -1.100552e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 62101 members 
Entering Unmasked Estep 
Score: -11006433.000000 Penalty: 13550.665039
	Iteration 14Q: 3 clusters Score -1.100643e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 62510 members 
Entering Unmasked Estep 
Score: -11006855.000000 Penalty: 13550.665039
	Iteration 15Q: 3 clusters Score -1.100686e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 62719 members 
Entering Unmasked Estep 
Score: -11007086.000000 Penalty: 13550.665039
	Iteration 16Q: 3 clusters Score -1.100709e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 62839 members 
Entering Unmasked Estep 
Score: -11007220.000000 Penalty: 13550.665039
	Iteration 17Q: 3 clusters Score -1.100722e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 62897 members 
Entering Unmasked Estep 
Score: -11007297.000000 Penalty: 13550.665039
	Iteration 18Q: 3 clusters Score -1.10073e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 62943 members 
Entering Unmasked Estep 
Score: -11007378.000000 Penalty: 13550.665039
	Iteration 19Q: 3 clusters Score -1.100738e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 62977 members 
Entering Unmasked Estep 
Score: -11007417.000000 Penalty: 13550.665039
	Iteration 20F: 3 clusters Score -1.100742e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 62996 members 
Entering Unmasked Estep 
Score: -11007436.000000 Penalty: 13550.665039
	Iteration 21Q: 3 clusters Score -1.100744e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 63002 members 
Entering Unmasked Estep 
Score: -11007451.000000 Penalty: 13550.665039
	Iteration 22Q: 3 clusters Score -1.100745e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 63011 members 
Entering Unmasked Estep 
Score: -11007464.000000 Penalty: 13550.665039
	Iteration 23Q: 3 clusters Score -1.100746e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 63019 members 
Entering Unmasked Estep 
Score: -11007477.000000 Penalty: 13550.665039
	Iteration 24Q: 3 clusters Score -1.100748e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 63021 members 
Entering Unmasked Estep 
Score: -11007478.000000 Penalty: 13550.665039
	Iteration 25Q: 3 clusters Score -1.100748e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 63023 members 
Entering Unmasked Estep 
Score: -11007482.000000 Penalty: 13550.665039
	Iteration 26Q: 3 clusters Score -1.100748e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 63025 members 
Entering Unmasked Estep 
Score: -11007492.000000 Penalty: 13550.665039
	Iteration 27Q: 3 clusters Score -1.100749e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 63029 members 
Entering Unmasked Estep 
Score: -11007498.000000 Penalty: 13550.665039
	Iteration 28Q: 3 clusters Score -1.10075e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 63029 members 
Entering Unmasked Estep 
Score: -11007517.000000 Penalty: 13550.665039
	Iteration 29Q: 3 clusters Score -1.100752e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 63028 members 
Entering Unmasked Estep 
Score: -11007511.000000 Penalty: 13550.665039
	Iteration 30Q: 3 clusters Score -1.100751e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 63029 members 
Entering Unmasked Estep 
Score: -11007519.000000 Penalty: 13550.665039
	Iteration 31Q: 3 clusters Score -1.100752e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 63030 members 
Entering Unmasked Estep 
Score: -11007514.000000 Penalty: 13550.665039
	Iteration 32Q: 3 clusters Score -1.100751e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 63030 members 
Entering Unmasked Estep 
Score: -11007514.000000 Penalty: 13550.665039
	Iteration 33F: 3 clusters Score -1.100751e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (308944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308944 members 
Entering Unmasked Estep 
Score: -53187856.000000 Penalty: 7742.560547
	Iteration 0F: 2 clusters Score -5.318786e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154266 members 
Mstep: Class 2 contains 154678 members 
Entering Unmasked Estep 
Score: -52986704.000000 Penalty: 15485.121094
	Iteration 0F: 3 clusters Score -5.29867e+07 nChanged 146405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152283 members 
Mstep: Class 2 contains 156661 members 
Entering Unmasked Estep 
Score: -53070648.000000 Penalty: 15485.121094
	Iteration 1F: 3 clusters Score -5.307065e+07 nChanged 10334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150945 members 
Mstep: Class 2 contains 157999 members 
Entering Unmasked Estep 
Score: -53073512.000000 Penalty: 15485.121094
	Iteration 2Q: 3 clusters Score -5.307351e+07 nChanged 11043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149048 members 
Mstep: Class 2 contains 159896 members 
Entering Unmasked Estep 
Score: -53077888.000000 Penalty: 15485.121094
	Iteration 3Q: 3 clusters Score -5.307789e+07 nChanged 12686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146702 members 
Mstep: Class 2 contains 162242 members 
Entering Unmasked Estep 
Score: -53082760.000000 Penalty: 15485.121094
	Iteration 4Q: 3 clusters Score -5.308276e+07 nChanged 14461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143647 members 
Mstep: Class 2 contains 165297 members 
Entering Unmasked Estep 
Score: -53089724.000000 Penalty: 15485.121094
	Iteration 5Q: 3 clusters Score -5.308972e+07 nChanged 16308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140263 members 
Mstep: Class 2 contains 168681 members 
Entering Unmasked Estep 
Score: -53098724.000000 Penalty: 15485.121094
	Iteration 6F: 3 clusters Score -5.309872e+07 nChanged 17809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136400 members 
Mstep: Class 2 contains 172544 members 
Entering Unmasked Estep 
Score: -53109284.000000 Penalty: 15485.121094
	Iteration 7F: 3 clusters Score -5.310928e+07 nChanged 18662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132256 members 
Mstep: Class 2 contains 176688 members 
Entering Unmasked Estep 
Score: -53120592.000000 Penalty: 15485.121094
	Iteration 8F: 3 clusters Score -5.312059e+07 nChanged 18063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128183 members 
Mstep: Class 2 contains 180761 members 
Entering Unmasked Estep 
Score: -53131584.000000 Penalty: 15485.121094
	Iteration 9F: 3 clusters Score -5.313158e+07 nChanged 16107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124332 members 
Mstep: Class 2 contains 184612 members 
Entering Unmasked Estep 
Score: -53140328.000000 Penalty: 15485.121094
	Iteration 10F: 3 clusters Score -5.314033e+07 nChanged 13162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120950 members 
Mstep: Class 2 contains 187994 members 
Entering Unmasked Estep 
Score: -53145784.000000 Penalty: 15485.121094
	Iteration 11Q: 3 clusters Score -5.314578e+07 nChanged 9817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118033 members 
Mstep: Class 2 contains 190911 members 
Entering Unmasked Estep 
Score: -53148796.000000 Penalty: 15485.121094
	Iteration 12Q: 3 clusters Score -5.31488e+07 nChanged 6939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115354 members 
Mstep: Class 2 contains 193590 members 
Entering Unmasked Estep 
Score: -53150336.000000 Penalty: 15485.121094
	Iteration 13Q: 3 clusters Score -5.315034e+07 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112893 members 
Mstep: Class 2 contains 196051 members 
Entering Unmasked Estep 
Score: -53151140.000000 Penalty: 15485.121094
	Iteration 14Q: 3 clusters Score -5.315114e+07 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110531 members 
Mstep: Class 2 contains 198413 members 
Entering Unmasked Estep 
Score: -53151644.000000 Penalty: 15485.121094
	Iteration 15Q: 3 clusters Score -5.315164e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108207 members 
Mstep: Class 2 contains 200737 members 
Entering Unmasked Estep 
Score: -53152064.000000 Penalty: 15485.121094
	Iteration 16Q: 3 clusters Score -5.315206e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105889 members 
Mstep: Class 2 contains 203055 members 
Entering Unmasked Estep 
Score: -53152412.000000 Penalty: 15485.121094
	Iteration 17Q: 3 clusters Score -5.315241e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103523 members 
Mstep: Class 2 contains 205421 members 
Entering Unmasked Estep 
Score: -53153056.000000 Penalty: 15485.121094
	Iteration 18Q: 3 clusters Score -5.315306e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101080 members 
Mstep: Class 2 contains 207864 members 
Entering Unmasked Estep 
Score: -53153588.000000 Penalty: 15485.121094
	Iteration 19Q: 3 clusters Score -5.315359e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98569 members 
Mstep: Class 2 contains 210375 members 
Entering Unmasked Estep 
Score: -53154104.000000 Penalty: 15485.121094
	Iteration 20F: 3 clusters Score -5.31541e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95984 members 
Mstep: Class 2 contains 212960 members 
Entering Unmasked Estep 
Score: -53154572.000000 Penalty: 15485.121094
	Iteration 21Q: 3 clusters Score -5.315457e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93296 members 
Mstep: Class 2 contains 215648 members 
Entering Unmasked Estep 
Score: -53154972.000000 Penalty: 15485.121094
	Iteration 22Q: 3 clusters Score -5.315497e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90524 members 
Mstep: Class 2 contains 218420 members 
Entering Unmasked Estep 
Score: -53155328.000000 Penalty: 15485.121094
	Iteration 23Q: 3 clusters Score -5.315533e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87680 members 
Mstep: Class 2 contains 221264 members 
Entering Unmasked Estep 
Score: -53156004.000000 Penalty: 15485.121094
	Iteration 24Q: 3 clusters Score -5.3156e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84778 members 
Mstep: Class 2 contains 224166 members 
Entering Unmasked Estep 
Score: -53156360.000000 Penalty: 15485.121094
	Iteration 25Q: 3 clusters Score -5.315636e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81794 members 
Mstep: Class 2 contains 227150 members 
Entering Unmasked Estep 
Score: -53156852.000000 Penalty: 15485.121094
	Iteration 26Q: 3 clusters Score -5.315685e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78669 members 
Mstep: Class 2 contains 230275 members 
Entering Unmasked Estep 
Score: -53157600.000000 Penalty: 15485.121094
	Iteration 27Q: 3 clusters Score -5.31576e+07 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75358 members 
Mstep: Class 2 contains 233586 members 
Entering Unmasked Estep 
Score: -53158340.000000 Penalty: 15485.121094
	Iteration 28Q: 3 clusters Score -5.315834e+07 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72022 members 
Mstep: Class 2 contains 236922 members 
Entering Unmasked Estep 
Score: -53158876.000000 Penalty: 15485.121094
	Iteration 29Q: 3 clusters Score -5.315888e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68618 members 
Mstep: Class 2 contains 240326 members 
Entering Unmasked Estep 
Score: -53159536.000000 Penalty: 15485.121094
	Iteration 30Q: 3 clusters Score -5.315954e+07 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65174 members 
Mstep: Class 2 contains 243770 members 
Entering Unmasked Estep 
Score: -53160268.000000 Penalty: 15485.121094
	Iteration 31Q: 3 clusters Score -5.316027e+07 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61722 members 
Mstep: Class 2 contains 247222 members 
Entering Unmasked Estep 
Score: -53161532.000000 Penalty: 15485.121094
	Iteration 32Q: 3 clusters Score -5.316153e+07 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58178 members 
Mstep: Class 2 contains 250766 members 
Entering Unmasked Estep 
Score: -53162644.000000 Penalty: 15485.121094
	Iteration 33Q: 3 clusters Score -5.316264e+07 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54602 members 
Mstep: Class 2 contains 254342 members 
Entering Unmasked Estep 
Score: -53163712.000000 Penalty: 15485.121094
	Iteration 34Q: 3 clusters Score -5.316371e+07 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51106 members 
Mstep: Class 2 contains 257838 members 
Entering Unmasked Estep 
Score: -53164812.000000 Penalty: 15485.121094
	Iteration 35Q: 3 clusters Score -5.316481e+07 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47641 members 
Mstep: Class 2 contains 261303 members 
Entering Unmasked Estep 
Score: -53165856.000000 Penalty: 15485.121094
	Iteration 36Q: 3 clusters Score -5.316586e+07 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44350 members 
Mstep: Class 2 contains 264594 members 
Entering Unmasked Estep 
Score: -53167124.000000 Penalty: 15485.121094
	Iteration 37Q: 3 clusters Score -5.316712e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41123 members 
Mstep: Class 2 contains 267821 members 
Entering Unmasked Estep 
Score: -53168440.000000 Penalty: 15485.121094
	Iteration 38Q: 3 clusters Score -5.316844e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37995 members 
Mstep: Class 2 contains 270949 members 
Entering Unmasked Estep 
Score: -53169652.000000 Penalty: 15485.121094
	Iteration 39Q: 3 clusters Score -5.316965e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35091 members 
Mstep: Class 2 contains 273853 members 
Entering Unmasked Estep 
Score: -53170628.000000 Penalty: 15485.121094
	Iteration 40F: 3 clusters Score -5.317063e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32373 members 
Mstep: Class 2 contains 276571 members 
Entering Unmasked Estep 
Score: -53171488.000000 Penalty: 15485.121094
	Iteration 41Q: 3 clusters Score -5.317149e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29837 members 
Mstep: Class 2 contains 279107 members 
Entering Unmasked Estep 
Score: -53172260.000000 Penalty: 15485.121094
	Iteration 42Q: 3 clusters Score -5.317226e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 281473 members 
Entering Unmasked Estep 
Score: -53173188.000000 Penalty: 15485.121094
	Iteration 43Q: 3 clusters Score -5.317319e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25217 members 
Mstep: Class 2 contains 283727 members 
Entering Unmasked Estep 
Score: -53174212.000000 Penalty: 15485.121094
	Iteration 44Q: 3 clusters Score -5.317421e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 285782 members 
Entering Unmasked Estep 
Score: -53175132.000000 Penalty: 15485.121094
	Iteration 45Q: 3 clusters Score -5.317513e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 287755 members 
Entering Unmasked Estep 
Score: -53176100.000000 Penalty: 15485.121094
	Iteration 46Q: 3 clusters Score -5.31761e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 289514 members 
Entering Unmasked Estep 
Score: -53176824.000000 Penalty: 15485.121094
	Iteration 47Q: 3 clusters Score -5.317682e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 291171 members 
Entering Unmasked Estep 
Score: -53177560.000000 Penalty: 15485.121094
	Iteration 48Q: 3 clusters Score -5.317756e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 292677 members 
Entering Unmasked Estep 
Score: -53178096.000000 Penalty: 15485.121094
	Iteration 49Q: 3 clusters Score -5.31781e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 293989 members 
Entering Unmasked Estep 
Score: -53178628.000000 Penalty: 15485.121094
	Iteration 50Q: 3 clusters Score -5.317863e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 295117 members 
Entering Unmasked Estep 
Score: -53178884.000000 Penalty: 15485.121094
	Iteration 51Q: 3 clusters Score -5.317888e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 296127 members 
Entering Unmasked Estep 
Score: -53179104.000000 Penalty: 15485.121094
	Iteration 52Q: 3 clusters Score -5.31791e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 296994 members 
Entering Unmasked Estep 
Score: -53179484.000000 Penalty: 15485.121094
	Iteration 53Q: 3 clusters Score -5.317948e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 297724 members 
Entering Unmasked Estep 
Score: -53179748.000000 Penalty: 15485.121094
	Iteration 54Q: 3 clusters Score -5.317975e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 298372 members 
Entering Unmasked Estep 
Score: -53179892.000000 Penalty: 15485.121094
	Iteration 55Q: 3 clusters Score -5.317989e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 298939 members 
Entering Unmasked Estep 
Score: -53180076.000000 Penalty: 15485.121094
	Iteration 56Q: 3 clusters Score -5.318008e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 299444 members 
Entering Unmasked Estep 
Score: -53180344.000000 Penalty: 15485.121094
	Iteration 57Q: 3 clusters Score -5.318034e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 299907 members 
Entering Unmasked Estep 
Score: -53180648.000000 Penalty: 15485.121094
	Iteration 58Q: 3 clusters Score -5.318065e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 300306 members 
Entering Unmasked Estep 
Score: -53180740.000000 Penalty: 15485.121094
	Iteration 59Q: 3 clusters Score -5.318074e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 300642 members 
Entering Unmasked Estep 
Score: -53180816.000000 Penalty: 15485.121094
	Iteration 60F: 3 clusters Score -5.318082e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 300940 members 
Entering Unmasked Estep 
Score: -53180860.000000 Penalty: 15485.121094
	Iteration 61Q: 3 clusters Score -5.318086e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 301210 members 
Entering Unmasked Estep 
Score: -53180952.000000 Penalty: 15485.121094
	Iteration 62Q: 3 clusters Score -5.318095e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 301471 members 
Entering Unmasked Estep 
Score: -53181036.000000 Penalty: 15485.121094
	Iteration 63Q: 3 clusters Score -5.318104e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 301697 members 
Entering Unmasked Estep 
Score: -53181260.000000 Penalty: 15485.121094
	Iteration 64Q: 3 clusters Score -5.318126e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 301915 members 
Entering Unmasked Estep 
Score: -53181288.000000 Penalty: 15485.121094
	Iteration 65Q: 3 clusters Score -5.318129e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 302128 members 
Entering Unmasked Estep 
Score: -53181404.000000 Penalty: 15485.121094
	Iteration 66Q: 3 clusters Score -5.31814e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 302297 members 
Entering Unmasked Estep 
Score: -53181516.000000 Penalty: 15485.121094
	Iteration 67Q: 3 clusters Score -5.318152e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 302448 members 
Entering Unmasked Estep 
Score: -53181648.000000 Penalty: 15485.121094
	Iteration 68Q: 3 clusters Score -5.318165e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 302593 members 
Entering Unmasked Estep 
Score: -53181752.000000 Penalty: 15485.121094
	Iteration 69Q: 3 clusters Score -5.318175e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 302719 members 
Entering Unmasked Estep 
Score: -53181800.000000 Penalty: 15485.121094
	Iteration 70Q: 3 clusters Score -5.31818e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 302849 members 
Entering Unmasked Estep 
Score: -53181900.000000 Penalty: 15485.121094
	Iteration 71Q: 3 clusters Score -5.31819e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 302962 members 
Entering Unmasked Estep 
Score: -53181940.000000 Penalty: 15485.121094
	Iteration 72Q: 3 clusters Score -5.318194e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 303066 members 
Entering Unmasked Estep 
Score: -53181964.000000 Penalty: 15485.121094
	Iteration 73Q: 3 clusters Score -5.318196e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 303150 members 
Entering Unmasked Estep 
Score: -53181944.000000 Penalty: 15485.121094
	Iteration 74Q: 3 clusters Score -5.318194e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 303225 members 
Entering Unmasked Estep 
Score: -53181960.000000 Penalty: 15485.121094
	Iteration 75Q: 3 clusters Score -5.318196e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 303286 members 
Entering Unmasked Estep 
Score: -53182008.000000 Penalty: 15485.121094
	Iteration 76Q: 3 clusters Score -5.318201e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 303348 members 
Entering Unmasked Estep 
Score: -53182016.000000 Penalty: 15485.121094
	Iteration 77Q: 3 clusters Score -5.318202e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 303398 members 
Entering Unmasked Estep 
Score: -53182028.000000 Penalty: 15485.121094
	Iteration 78Q: 3 clusters Score -5.318203e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 303442 members 
Entering Unmasked Estep 
Score: -53181980.000000 Penalty: 15485.121094
	Iteration 79Q: 3 clusters Score -5.318198e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 303486 members 
Entering Unmasked Estep 
Score: -53182008.000000 Penalty: 15485.121094
	Iteration 80F: 3 clusters Score -5.318201e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 303522 members 
Entering Unmasked Estep 
Score: -53182028.000000 Penalty: 15485.121094
	Iteration 81Q: 3 clusters Score -5.318203e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 303563 members 
Entering Unmasked Estep 
Score: -53182036.000000 Penalty: 15485.121094
	Iteration 82Q: 3 clusters Score -5.318204e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 303582 members 
Entering Unmasked Estep 
Score: -53182020.000000 Penalty: 15485.121094
	Iteration 83Q: 3 clusters Score -5.318202e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 303600 members 
Entering Unmasked Estep 
Score: -53182020.000000 Penalty: 15485.121094
	Iteration 84Q: 3 clusters Score -5.318202e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 303608 members 
Entering Unmasked Estep 
Score: -53182012.000000 Penalty: 15485.121094
	Iteration 85Q: 3 clusters Score -5.318201e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 303617 members 
Entering Unmasked Estep 
Score: -53182060.000000 Penalty: 15485.121094
	Iteration 86Q: 3 clusters Score -5.318206e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 303626 members 
Entering Unmasked Estep 
Score: -53182104.000000 Penalty: 15485.121094
	Iteration 87Q: 3 clusters Score -5.31821e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 303635 members 
Entering Unmasked Estep 
Score: -53182056.000000 Penalty: 15485.121094
	Iteration 88Q: 3 clusters Score -5.318206e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 303649 members 
Entering Unmasked Estep 
Score: -53182040.000000 Penalty: 15485.121094
	Iteration 89Q: 3 clusters Score -5.318204e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 303662 members 
Entering Unmasked Estep 
Score: -53182060.000000 Penalty: 15485.121094
	Iteration 90Q: 3 clusters Score -5.318206e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 303679 members 
Entering Unmasked Estep 
Score: -53182068.000000 Penalty: 15485.121094
	Iteration 91Q: 3 clusters Score -5.318207e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 303687 members 
Entering Unmasked Estep 
Score: -53182040.000000 Penalty: 15485.121094
	Iteration 92Q: 3 clusters Score -5.318204e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 303694 members 
Entering Unmasked Estep 
Score: -53182072.000000 Penalty: 15485.121094
	Iteration 93Q: 3 clusters Score -5.318207e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 303699 members 
Entering Unmasked Estep 
Score: -53182056.000000 Penalty: 15485.121094
	Iteration 94Q: 3 clusters Score -5.318206e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 303702 members 
Entering Unmasked Estep 
Score: -53182052.000000 Penalty: 15485.121094
	Iteration 95Q: 3 clusters Score -5.318205e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 303712 members 
Entering Unmasked Estep 
Score: -53182084.000000 Penalty: 15485.121094
	Iteration 96Q: 3 clusters Score -5.318208e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 303717 members 
Entering Unmasked Estep 
Score: -53182076.000000 Penalty: 15485.121094
	Iteration 97Q: 3 clusters Score -5.318208e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 303725 members 
Entering Unmasked Estep 
Score: -53182092.000000 Penalty: 15485.121094
	Iteration 98Q: 3 clusters Score -5.318209e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 303735 members 
Entering Unmasked Estep 
Score: -53182124.000000 Penalty: 15485.121094
	Iteration 99Q: 3 clusters Score -5.318212e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 303744 members 
Entering Unmasked Estep 
Score: -53182172.000000 Penalty: 15485.121094
	Iteration 100F: 3 clusters Score -5.318217e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 303750 members 
Entering Unmasked Estep 
Score: -53182140.000000 Penalty: 15485.121094
	Iteration 101Q: 3 clusters Score -5.318214e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 303753 members 
Entering Unmasked Estep 
Score: -53182160.000000 Penalty: 15485.121094
	Iteration 102Q: 3 clusters Score -5.318216e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 303759 members 
Entering Unmasked Estep 
Score: -53182156.000000 Penalty: 15485.121094
	Iteration 103Q: 3 clusters Score -5.318216e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 303766 members 
Entering Unmasked Estep 
Score: -53182156.000000 Penalty: 15485.121094
	Iteration 104Q: 3 clusters Score -5.318216e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 303769 members 
Entering Unmasked Estep 
Score: -53182176.000000 Penalty: 15485.121094
	Iteration 105Q: 3 clusters Score -5.318218e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 303774 members 
Entering Unmasked Estep 
Score: -53182136.000000 Penalty: 15485.121094
	Iteration 106Q: 3 clusters Score -5.318214e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 303780 members 
Entering Unmasked Estep 
Score: -53182120.000000 Penalty: 15485.121094
	Iteration 107Q: 3 clusters Score -5.318212e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 303782 members 
Entering Unmasked Estep 
Score: -53182112.000000 Penalty: 15485.121094
	Iteration 108Q: 3 clusters Score -5.318211e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 303782 members 
Entering Unmasked Estep 
Score: -53182096.000000 Penalty: 15485.121094
	Iteration 109Q: 3 clusters Score -5.31821e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 303780 members 
Entering Unmasked Estep 
Score: -53182096.000000 Penalty: 15485.121094
	Iteration 110Q: 3 clusters Score -5.31821e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 303781 members 
Entering Unmasked Estep 
Score: -53182076.000000 Penalty: 15485.121094
	Iteration 111Q: 3 clusters Score -5.318208e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 303781 members 
Entering Unmasked Estep 
Score: -53182076.000000 Penalty: 15485.121094
	Iteration 112F: 3 clusters Score -5.318208e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (27798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27798 members 
Entering Unmasked Estep 
Score: -4742599.000000 Penalty: 6267.540527
	Iteration 0F: 2 clusters Score -4742599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -4721235.500000 Penalty: 12535.081055
	Iteration 0F: 3 clusters Score -4721236 nChanged 11624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -4727328.000000 Penalty: 12535.081055
	Iteration 1F: 3 clusters Score -4727328 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -4728025.000000 Penalty: 12535.081055
	Iteration 2F: 3 clusters Score -4728025 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -4728509.500000 Penalty: 12535.081055
	Iteration 3Q: 3 clusters Score -4728510 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -4728879.500000 Penalty: 12535.081055
	Iteration 4Q: 3 clusters Score -4728880 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -4729248.000000 Penalty: 12535.081055
	Iteration 5Q: 3 clusters Score -4729248 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -4729559.000000 Penalty: 12535.081055
	Iteration 6Q: 3 clusters Score -4729559 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -4729886.000000 Penalty: 12535.081055
	Iteration 7Q: 3 clusters Score -4729886 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -4730244.500000 Penalty: 12535.081055
	Iteration 8Q: 3 clusters Score -4730244 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -4730694.500000 Penalty: 12535.081055
	Iteration 9Q: 3 clusters Score -4730694 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -4731271.000000 Penalty: 12535.081055
	Iteration 10Q: 3 clusters Score -4731271 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -4732002.000000 Penalty: 12535.081055
	Iteration 11Q: 3 clusters Score -4732002 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -4732886.000000 Penalty: 12535.081055
	Iteration 12Q: 3 clusters Score -4732886 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -4733842.000000 Penalty: 12535.081055
	Iteration 13Q: 3 clusters Score -4733842 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -4734756.500000 Penalty: 12535.081055
	Iteration 14Q: 3 clusters Score -4734756 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -4735483.500000 Penalty: 12535.081055
	Iteration 15Q: 3 clusters Score -4735484 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26206 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -4736069.500000 Penalty: 12535.081055
	Iteration 16Q: 3 clusters Score -4736070 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -4736421.000000 Penalty: 12535.081055
	Iteration 17Q: 3 clusters Score -4736421 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26797 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -4736679.000000 Penalty: 12535.081055
	Iteration 18Q: 3 clusters Score -4736679 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26926 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -4736827.000000 Penalty: 12535.081055
	Iteration 19Q: 3 clusters Score -4736827 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27002 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -4736933.500000 Penalty: 12535.081055
	Iteration 20F: 3 clusters Score -4736934 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27045 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -4736983.500000 Penalty: 12535.081055
	Iteration 21Q: 3 clusters Score -4736984 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -4737022.500000 Penalty: 12535.081055
	Iteration 22Q: 3 clusters Score -4737022 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27092 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -4737050.000000 Penalty: 12535.081055
	Iteration 23Q: 3 clusters Score -4737050 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27106 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -4737071.000000 Penalty: 12535.081055
	Iteration 24Q: 3 clusters Score -4737071 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -4737084.500000 Penalty: 12535.081055
	Iteration 25Q: 3 clusters Score -4737084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -4737090.500000 Penalty: 12535.081055
	Iteration 26Q: 3 clusters Score -4737090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27121 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -4737098.500000 Penalty: 12535.081055
	Iteration 27Q: 3 clusters Score -4737098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -4737109.500000 Penalty: 12535.081055
	Iteration 28Q: 3 clusters Score -4737110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27126 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -4737110.000000 Penalty: 12535.081055
	Iteration 29Q: 3 clusters Score -4737110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -4737114.500000 Penalty: 12535.081055
	Iteration 30Q: 3 clusters Score -4737114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -4737114.500000 Penalty: 12535.081055
	Iteration 31Q: 3 clusters Score -4737114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27129 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -4737118.000000 Penalty: 12535.081055
	Iteration 32Q: 3 clusters Score -4737118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -4737118.000000 Penalty: 12535.081055
	Iteration 33Q: 3 clusters Score -4737118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27133 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -4737120.500000 Penalty: 12535.081055
	Iteration 34Q: 3 clusters Score -4737120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27135 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -4737125.500000 Penalty: 12535.081055
	Iteration 35Q: 3 clusters Score -4737126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27136 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -4737128.500000 Penalty: 12535.081055
	Iteration 36Q: 3 clusters Score -4737128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27136 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -4737128.500000 Penalty: 12535.081055
	Iteration 37F: 3 clusters Score -4737128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Entering Unmasked Estep 
Score: -267450.250000 Penalty: 4598.459961
	Iteration 0F: 2 clusters Score -267450.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -262918.531250 Penalty: 9196.919922
	Iteration 0F: 3 clusters Score -262918.5 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -263839.125000 Penalty: 9196.919922
	Iteration 1F: 3 clusters Score -263839.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -264505.218750 Penalty: 9196.919922
	Iteration 2F: 3 clusters Score -264505.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -265050.156250 Penalty: 9196.919922
	Iteration 3F: 3 clusters Score -265050.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -265729.218750 Penalty: 9196.919922
	Iteration 4F: 3 clusters Score -265729.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -266665.593750 Penalty: 9196.919922
	Iteration 5F: 3 clusters Score -266665.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -267532.468750 Penalty: 9196.919922
	Iteration 6F: 3 clusters Score -267532.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -267951.281250 Penalty: 9196.919922
	Iteration 7F: 3 clusters Score -267951.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -268047.718750 Penalty: 9196.919922
	Iteration 8Q: 3 clusters Score -268047.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -268060.750000 Penalty: 9196.919922
	Iteration 9Q: 3 clusters Score -268060.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -268171.906250 Penalty: 9196.919922
	Iteration 10Q: 3 clusters Score -268171.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -268178.687500 Penalty: 9196.919922
	Iteration 11Q: 3 clusters Score -268178.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -268187.281250 Penalty: 9196.919922
	Iteration 12Q: 3 clusters Score -268187.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -268190.781250 Penalty: 9196.919922
	Iteration 13Q: 3 clusters Score -268190.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -268196.687500 Penalty: 9196.919922
	Iteration 14Q: 3 clusters Score -268196.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -268200.000000 Penalty: 9196.919922
	Iteration 15Q: 3 clusters Score -268200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -268200.000000 Penalty: 9196.919922
	Iteration 16F: 3 clusters Score -268200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 220675 members 
Mstep: Class 2 contains 162 members 
Mstep: Class 3 contains 2738 members 
Mstep: Class 4 contains 9040 members 
Mstep: Class 5 contains 25916 members 
Mstep: Class 6 contains 46085 members 
Mstep: Class 7 contains 10705 members 
Mstep: Class 8 contains 21032 members 
Mstep: Class 9 contains 895 members 
Mstep: Class 10 contains 1397 members 
Mstep: Class 11 contains 15451 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1463 members 
Mstep: Class 14 contains 518910 members 
Mstep: Class 15 contains 1059 members 
Mstep: Class 16 contains 63689 members 
Mstep: Class 17 contains 308944 members 
Mstep: Class 18 contains 27798 members 
Mstep: Class 19 contains 763 members 
Mstep: Class 21 contains 95977 members 
Entering Unmasked Estep 
Score: -233325504.000000 Penalty: 173134.625000
Splitting cluster 19 changes total score from -233328848.000000 to -233325504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (95977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95977 members 
Entering Unmasked Estep 
Score: -16216402.000000 Penalty: 7026.516602
	Iteration 0F: 2 clusters Score -1.62164e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48059 members 
Mstep: Class 2 contains 47918 members 
Entering Unmasked Estep 
Score: -16150678.000000 Penalty: 14053.033203
	Iteration 0F: 3 clusters Score -1.615068e+07 nChanged 43773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49140 members 
Mstep: Class 2 contains 46837 members 
Entering Unmasked Estep 
Score: -16174580.000000 Penalty: 14053.033203
	Iteration 1F: 3 clusters Score -1.617458e+07 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49879 members 
Mstep: Class 2 contains 46098 members 
Entering Unmasked Estep 
Score: -16175604.000000 Penalty: 14053.033203
	Iteration 2Q: 3 clusters Score -1.61756e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50890 members 
Mstep: Class 2 contains 45087 members 
Entering Unmasked Estep 
Score: -16176546.000000 Penalty: 14053.033203
	Iteration 3Q: 3 clusters Score -1.617655e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52238 members 
Mstep: Class 2 contains 43739 members 
Entering Unmasked Estep 
Score: -16177331.000000 Penalty: 14053.033203
	Iteration 4Q: 3 clusters Score -1.617733e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54137 members 
Mstep: Class 2 contains 41840 members 
Entering Unmasked Estep 
Score: -16178255.000000 Penalty: 14053.033203
	Iteration 5Q: 3 clusters Score -1.617826e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56754 members 
Mstep: Class 2 contains 39223 members 
Entering Unmasked Estep 
Score: -16179515.000000 Penalty: 14053.033203
	Iteration 6Q: 3 clusters Score -1.617952e+07 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60335 members 
Mstep: Class 2 contains 35642 members 
Entering Unmasked Estep 
Score: -16181243.000000 Penalty: 14053.033203
	Iteration 7Q: 3 clusters Score -1.618124e+07 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64970 members 
Mstep: Class 2 contains 31007 members 
Entering Unmasked Estep 
Score: -16183859.000000 Penalty: 14053.033203
	Iteration 8F: 3 clusters Score -1.618386e+07 nChanged 6014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70784 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -16187953.000000 Penalty: 14053.033203
	Iteration 9F: 3 clusters Score -1.618795e+07 nChanged 6887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77563 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -16193420.000000 Penalty: 14053.033203
	Iteration 10F: 3 clusters Score -1.619342e+07 nChanged 6661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84152 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -16199502.000000 Penalty: 14053.033203
	Iteration 11F: 3 clusters Score -1.61995e+07 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89458 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -16204485.000000 Penalty: 14053.033203
	Iteration 12F: 3 clusters Score -1.620448e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92649 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -16207599.000000 Penalty: 14053.033203
	Iteration 13Q: 3 clusters Score -1.62076e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94121 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -16208936.000000 Penalty: 14053.033203
	Iteration 14Q: 3 clusters Score -1.620894e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94763 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -16209606.000000 Penalty: 14053.033203
	Iteration 15Q: 3 clusters Score -1.620961e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95026 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -16209860.000000 Penalty: 14053.033203
	Iteration 16Q: 3 clusters Score -1.620986e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95146 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -16210014.000000 Penalty: 14053.033203
	Iteration 17Q: 3 clusters Score -1.621001e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95211 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -16210111.000000 Penalty: 14053.033203
	Iteration 18Q: 3 clusters Score -1.621011e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95244 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -16210154.000000 Penalty: 14053.033203
	Iteration 19Q: 3 clusters Score -1.621015e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95274 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -16210215.000000 Penalty: 14053.033203
	Iteration 20F: 3 clusters Score -1.621022e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95301 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -16210239.000000 Penalty: 14053.033203
	Iteration 21Q: 3 clusters Score -1.621024e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95318 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -16210280.000000 Penalty: 14053.033203
	Iteration 22Q: 3 clusters Score -1.621028e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95329 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -16210284.000000 Penalty: 14053.033203
	Iteration 23Q: 3 clusters Score -1.621028e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95337 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -16210294.000000 Penalty: 14053.033203
	Iteration 24Q: 3 clusters Score -1.621029e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95347 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -16210328.000000 Penalty: 14053.033203
	Iteration 25Q: 3 clusters Score -1.621033e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95353 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -16210342.000000 Penalty: 14053.033203
	Iteration 26Q: 3 clusters Score -1.621034e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95353 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -16210342.000000 Penalty: 14053.033203
	Iteration 27F: 3 clusters Score -1.621034e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 220675 members 
Mstep: Class 2 contains 162 members 
Mstep: Class 3 contains 2738 members 
Mstep: Class 4 contains 9040 members 
Mstep: Class 5 contains 25916 members 
Mstep: Class 6 contains 46085 members 
Mstep: Class 7 contains 10705 members 
Mstep: Class 8 contains 21032 members 
Mstep: Class 10 contains 1397 members 
Mstep: Class 11 contains 15451 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1463 members 
Mstep: Class 14 contains 518910 members 
Mstep: Class 16 contains 63689 members 
Mstep: Class 17 contains 308944 members 
Mstep: Class 18 contains 27798 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 21 contains 95977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233328928.000000 Penalty: 164477.890625
Iteration 79Q: 20 clusters Score -2.333289e+08 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 220629 members 
Mstep: Class 2 contains 163 members 
Mstep: Class 3 contains 2737 members 
Mstep: Class 4 contains 9021 members 
Mstep: Class 5 contains 25893 members 
Mstep: Class 6 contains 46066 members 
Mstep: Class 7 contains 10700 members 
Mstep: Class 8 contains 21031 members 
Mstep: Class 9 contains 894 members 
Mstep: Class 10 contains 1397 members 
Mstep: Class 11 contains 15406 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1463 members 
Mstep: Class 14 contains 518877 members 
Mstep: Class 16 contains 63722 members 
Mstep: Class 17 contains 309149 members 
Mstep: Class 18 contains 27833 members 
Mstep: Class 19 contains 1820 members 
Mstep: Class 21 contains 95898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233328720.000000 Penalty: 164477.890625
Iteration 80F: 20 clusters Score -2.333287e+08 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 220597 members 
Mstep: Class 2 contains 170 members 
Mstep: Class 3 contains 2736 members 
Mstep: Class 4 contains 9018 members 
Mstep: Class 5 contains 25854 members 
Mstep: Class 6 contains 46065 members 
Mstep: Class 7 contains 10693 members 
Mstep: Class 8 contains 21031 members 
Mstep: Class 9 contains 893 members 
Mstep: Class 10 contains 1398 members 
Mstep: Class 11 contains 15386 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1460 members 
Mstep: Class 14 contains 518879 members 
Mstep: Class 16 contains 63752 members 
Mstep: Class 17 contains 309304 members 
Mstep: Class 18 contains 27839 members 
Mstep: Class 19 contains 1818 members 
Mstep: Class 21 contains 95810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233329408.000000 Penalty: 164477.890625
Iteration 81Q: 20 clusters Score -2.333294e+08 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 220560 members 
Mstep: Class 2 contains 169 members 
Mstep: Class 3 contains 2736 members 
Mstep: Class 4 contains 9015 members 
Mstep: Class 5 contains 25809 members 
Mstep: Class 6 contains 46061 members 
Mstep: Class 7 contains 10684 members 
Mstep: Class 8 contains 21031 members 
Mstep: Class 9 contains 891 members 
Mstep: Class 10 contains 1401 members 
Mstep: Class 11 contains 15373 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1460 members 
Mstep: Class 14 contains 518866 members 
Mstep: Class 16 contains 63792 members 
Mstep: Class 17 contains 309470 members 
Mstep: Class 18 contains 27835 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 21 contains 95733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233329904.000000 Penalty: 164477.890625
Iteration 82Q: 20 clusters Score -2.333299e+08 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 220512 members 
Mstep: Class 2 contains 169 members 
Mstep: Class 3 contains 2736 members 
Mstep: Class 4 contains 9007 members 
Mstep: Class 5 contains 25771 members 
Mstep: Class 6 contains 46064 members 
Mstep: Class 7 contains 10677 members 
Mstep: Class 8 contains 21028 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1402 members 
Mstep: Class 11 contains 15364 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1460 members 
Mstep: Class 14 contains 518876 members 
Mstep: Class 16 contains 63824 members 
Mstep: Class 17 contains 309635 members 
Mstep: Class 18 contains 27841 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 21 contains 95634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233330016.000000 Penalty: 164477.890625
Iteration 83Q: 20 clusters Score -2.3333e+08 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 220481 members 
Mstep: Class 2 contains 169 members 
Mstep: Class 3 contains 2736 members 
Mstep: Class 4 contains 8997 members 
Mstep: Class 5 contains 25737 members 
Mstep: Class 6 contains 46070 members 
Mstep: Class 7 contains 10669 members 
Mstep: Class 8 contains 21025 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1402 members 
Mstep: Class 11 contains 15341 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1460 members 
Mstep: Class 14 contains 518903 members 
Mstep: Class 16 contains 63856 members 
Mstep: Class 17 contains 309737 members 
Mstep: Class 18 contains 27861 members 
Mstep: Class 19 contains 1810 members 
Mstep: Class 21 contains 95559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233330064.000000 Penalty: 164477.890625
Iteration 84Q: 20 clusters Score -2.333301e+08 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 220460 members 
Mstep: Class 2 contains 169 members 
Mstep: Class 3 contains 2736 members 
Mstep: Class 4 contains 8995 members 
Mstep: Class 5 contains 25691 members 
Mstep: Class 6 contains 46063 members 
Mstep: Class 7 contains 10660 members 
Mstep: Class 8 contains 21025 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1402 members 
Mstep: Class 11 contains 15322 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1460 members 
Mstep: Class 14 contains 518931 members 
Mstep: Class 16 contains 63879 members 
Mstep: Class 17 contains 309848 members 
Mstep: Class 18 contains 27874 members 
Mstep: Class 19 contains 1808 members 
Mstep: Class 21 contains 95490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233330016.000000 Penalty: 164477.890625
Iteration 85Q: 20 clusters Score -2.3333e+08 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 220432 members 
Mstep: Class 2 contains 169 members 
Mstep: Class 3 contains 2736 members 
Mstep: Class 4 contains 8990 members 
Mstep: Class 5 contains 25666 members 
Mstep: Class 6 contains 46058 members 
Mstep: Class 7 contains 10650 members 
Mstep: Class 8 contains 21023 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1402 members 
Mstep: Class 11 contains 15306 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1460 members 
Mstep: Class 14 contains 518929 members 
Mstep: Class 16 contains 63911 members 
Mstep: Class 17 contains 309946 members 
Mstep: Class 18 contains 27889 members 
Mstep: Class 19 contains 1804 members 
Mstep: Class 21 contains 95442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233329856.000000 Penalty: 164477.890625
Iteration 86Q: 20 clusters Score -2.333299e+08 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 220429 members 
Mstep: Class 2 contains 169 members 
Mstep: Class 3 contains 2736 members 
Mstep: Class 4 contains 8983 members 
Mstep: Class 5 contains 25641 members 
Mstep: Class 6 contains 46057 members 
Mstep: Class 7 contains 10646 members 
Mstep: Class 8 contains 21021 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1402 members 
Mstep: Class 11 contains 15284 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1460 members 
Mstep: Class 14 contains 518907 members 
Mstep: Class 16 contains 63944 members 
Mstep: Class 17 contains 310038 members 
Mstep: Class 18 contains 27914 members 
Mstep: Class 19 contains 1802 members 
Mstep: Class 21 contains 95380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233329808.000000 Penalty: 164477.890625
Iteration 87Q: 20 clusters Score -2.333298e+08 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 220410 members 
Mstep: Class 2 contains 169 members 
Mstep: Class 3 contains 2736 members 
Mstep: Class 4 contains 8982 members 
Mstep: Class 5 contains 25631 members 
Mstep: Class 6 contains 46046 members 
Mstep: Class 7 contains 10644 members 
Mstep: Class 8 contains 21020 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1402 members 
Mstep: Class 11 contains 15265 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1460 members 
Mstep: Class 14 contains 518823 members 
Mstep: Class 16 contains 63970 members 
Mstep: Class 17 contains 310189 members 
Mstep: Class 18 contains 27935 members 
Mstep: Class 19 contains 1797 members 
Mstep: Class 21 contains 95334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233330016.000000 Penalty: 164477.890625
Iteration 88Q: 20 clusters Score -2.3333e+08 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 220411 members 
Mstep: Class 2 contains 169 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 8978 members 
Mstep: Class 5 contains 25618 members 
Mstep: Class 6 contains 46041 members 
Mstep: Class 7 contains 10640 members 
Mstep: Class 8 contains 21019 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1402 members 
Mstep: Class 11 contains 15249 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1460 members 
Mstep: Class 14 contains 518765 members 
Mstep: Class 16 contains 64006 members 
Mstep: Class 17 contains 310299 members 
Mstep: Class 18 contains 27947 members 
Mstep: Class 19 contains 1794 members 
Mstep: Class 21 contains 95280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233329824.000000 Penalty: 164477.890625
Iteration 89Q: 20 clusters Score -2.333298e+08 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 220391 members 
Mstep: Class 2 contains 169 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 8973 members 
Mstep: Class 5 contains 25586 members 
Mstep: Class 6 contains 46036 members 
Mstep: Class 7 contains 10633 members 
Mstep: Class 8 contains 21019 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1402 members 
Mstep: Class 11 contains 15223 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1460 members 
Mstep: Class 14 contains 518721 members 
Mstep: Class 16 contains 64031 members 
Mstep: Class 17 contains 310435 members 
Mstep: Class 18 contains 27969 members 
Mstep: Class 19 contains 1792 members 
Mstep: Class 21 contains 95238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233330336.000000 Penalty: 164477.890625
Iteration 90Q: 20 clusters Score -2.333303e+08 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 220375 members 
Mstep: Class 2 contains 169 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 8971 members 
Mstep: Class 5 contains 25563 members 
Mstep: Class 6 contains 46031 members 
Mstep: Class 7 contains 10625 members 
Mstep: Class 8 contains 21019 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1402 members 
Mstep: Class 11 contains 15198 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1460 members 
Mstep: Class 14 contains 518644 members 
Mstep: Class 16 contains 64044 members 
Mstep: Class 17 contains 310585 members 
Mstep: Class 18 contains 27993 members 
Mstep: Class 19 contains 1790 members 
Mstep: Class 21 contains 95209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233330656.000000 Penalty: 164477.890625
Iteration 91Q: 20 clusters Score -2.333307e+08 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 220347 members 
Mstep: Class 2 contains 169 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 8970 members 
Mstep: Class 5 contains 25550 members 
Mstep: Class 6 contains 46027 members 
Mstep: Class 7 contains 10619 members 
Mstep: Class 8 contains 21019 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1402 members 
Mstep: Class 11 contains 15174 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1460 members 
Mstep: Class 14 contains 518655 members 
Mstep: Class 16 contains 64059 members 
Mstep: Class 17 contains 310660 members 
Mstep: Class 18 contains 28004 members 
Mstep: Class 19 contains 1790 members 
Mstep: Class 21 contains 95173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233330976.000000 Penalty: 164477.890625
Iteration 92Q: 20 clusters Score -2.33331e+08 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 220328 members 
Mstep: Class 2 contains 169 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 8971 members 
Mstep: Class 5 contains 25542 members 
Mstep: Class 6 contains 46033 members 
Mstep: Class 7 contains 10613 members 
Mstep: Class 8 contains 21020 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1402 members 
Mstep: Class 11 contains 15155 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1460 members 
Mstep: Class 14 contains 518677 members 
Mstep: Class 16 contains 64074 members 
Mstep: Class 17 contains 310684 members 
Mstep: Class 18 contains 28014 members 
Mstep: Class 19 contains 1790 members 
Mstep: Class 21 contains 95146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233331264.000000 Penalty: 164477.890625
Iteration 93Q: 20 clusters Score -2.333313e+08 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 220327 members 
Mstep: Class 2 contains 169 members 
Mstep: Class 3 contains 2736 members 
Mstep: Class 4 contains 8967 members 
Mstep: Class 5 contains 25531 members 
Mstep: Class 6 contains 46026 members 
Mstep: Class 7 contains 10608 members 
Mstep: Class 8 contains 21022 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1402 members 
Mstep: Class 11 contains 15137 members 
Mstep: Class 12 contains 1563 members 
Mstep: Class 13 contains 1460 members 
Mstep: Class 14 contains 518701 members 
Mstep: Class 16 contains 64099 members 
Mstep: Class 17 contains 310687 members 
Mstep: Class 18 contains 28024 members 
Mstep: Class 19 contains 1790 members 
Mstep: Class 21 contains 95126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233331200.000000 Penalty: 164477.890625
Iteration 94Q: 20 clusters Score -2.333312e+08 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 220348 members 
Mstep: Class 2 contains 169 members 
Mstep: Class 3 contains 2737 members 
Mstep: Class 4 contains 8963 members 
Mstep: Class 5 contains 25515 members 
Mstep: Class 6 contains 46031 members 
Mstep: Class 7 contains 10603 members 
Mstep: Class 8 contains 21022 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1402 members 
Mstep: Class 11 contains 15123 members 
Mstep: Class 12 contains 1563 members 
Mstep: Class 13 contains 1460 members 
Mstep: Class 14 contains 518746 members 
Mstep: Class 16 contains 64123 members 
Mstep: Class 17 contains 310660 members 
Mstep: Class 18 contains 28032 members 
Mstep: Class 19 contains 1787 members 
Mstep: Class 21 contains 95091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233331120.000000 Penalty: 164477.890625
Iteration 95Q: 20 clusters Score -2.333311e+08 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 220372 members 
Mstep: Class 2 contains 169 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 8961 members 
Mstep: Class 5 contains 25500 members 
Mstep: Class 6 contains 46042 members 
Mstep: Class 7 contains 10599 members 
Mstep: Class 8 contains 21019 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1402 members 
Mstep: Class 11 contains 15110 members 
Mstep: Class 12 contains 1563 members 
Mstep: Class 13 contains 1460 members 
Mstep: Class 14 contains 518816 members 
Mstep: Class 16 contains 64146 members 
Mstep: Class 17 contains 310597 members 
Mstep: Class 18 contains 28042 members 
Mstep: Class 19 contains 1786 members 
Mstep: Class 21 contains 95056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233331296.000000 Penalty: 164477.890625
Iteration 96Q: 20 clusters Score -2.333313e+08 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 220391 members 
Mstep: Class 2 contains 169 members 
Mstep: Class 3 contains 2734 members 
Mstep: Class 4 contains 8958 members 
Mstep: Class 5 contains 25492 members 
Mstep: Class 6 contains 46036 members 
Mstep: Class 7 contains 10593 members 
Mstep: Class 8 contains 21018 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1402 members 
Mstep: Class 11 contains 15097 members 
Mstep: Class 12 contains 1563 members 
Mstep: Class 13 contains 1460 members 
Mstep: Class 14 contains 518904 members 
Mstep: Class 16 contains 64172 members 
Mstep: Class 17 contains 310522 members 
Mstep: Class 18 contains 28049 members 
Mstep: Class 19 contains 1786 members 
Mstep: Class 21 contains 95029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233331248.000000 Penalty: 164477.890625
Iteration 97Q: 20 clusters Score -2.333312e+08 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 220390 members 
Mstep: Class 2 contains 169 members 
Mstep: Class 3 contains 2734 members 
Mstep: Class 4 contains 8956 members 
Mstep: Class 5 contains 25484 members 
Mstep: Class 6 contains 46026 members 
Mstep: Class 7 contains 10587 members 
Mstep: Class 8 contains 21019 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1402 members 
Mstep: Class 11 contains 15087 members 
Mstep: Class 12 contains 1563 members 
Mstep: Class 13 contains 1460 members 
Mstep: Class 14 contains 518982 members 
Mstep: Class 16 contains 64184 members 
Mstep: Class 17 contains 310476 members 
Mstep: Class 18 contains 28058 members 
Mstep: Class 19 contains 1785 members 
Mstep: Class 21 contains 95013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233331488.000000 Penalty: 164477.890625
Iteration 98Q: 20 clusters Score -2.333315e+08 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 220383 members 
Mstep: Class 2 contains 169 members 
Mstep: Class 3 contains 2734 members 
Mstep: Class 4 contains 8947 members 
Mstep: Class 5 contains 25487 members 
Mstep: Class 6 contains 46029 members 
Mstep: Class 7 contains 10577 members 
Mstep: Class 8 contains 21018 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1402 members 
Mstep: Class 11 contains 15080 members 
Mstep: Class 12 contains 1563 members 
Mstep: Class 13 contains 1460 members 
Mstep: Class 14 contains 519036 members 
Mstep: Class 16 contains 64196 members 
Mstep: Class 17 contains 310460 members 
Mstep: Class 18 contains 28063 members 
Mstep: Class 19 contains 1783 members 
Mstep: Class 21 contains 94988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233331264.000000 Penalty: 164477.890625
Iteration 99Q: 20 clusters Score -2.333313e+08 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 220381 members 
Mstep: Class 2 contains 169 members 
Mstep: Class 3 contains 2734 members 
Mstep: Class 4 contains 8943 members 
Mstep: Class 5 contains 25480 members 
Mstep: Class 6 contains 46030 members 
Mstep: Class 7 contains 10564 members 
Mstep: Class 8 contains 21018 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1402 members 
Mstep: Class 11 contains 15075 members 
Mstep: Class 12 contains 1563 members 
Mstep: Class 13 contains 1460 members 
Mstep: Class 14 contains 519117 members 
Mstep: Class 16 contains 64207 members 
Mstep: Class 17 contains 310420 members 
Mstep: Class 18 contains 28071 members 
Mstep: Class 19 contains 1781 members 
Mstep: Class 21 contains 94960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233331440.000000 Penalty: 164477.890625
Iteration 100F: 20 clusters Score -2.333314e+08 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 220369 members 
Mstep: Class 2 contains 173 members 
Mstep: Class 3 contains 2734 members 
Mstep: Class 4 contains 8940 members 
Mstep: Class 5 contains 25470 members 
Mstep: Class 6 contains 46017 members 
Mstep: Class 7 contains 10555 members 
Mstep: Class 8 contains 21019 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1401 members 
Mstep: Class 11 contains 15073 members 
Mstep: Class 12 contains 1563 members 
Mstep: Class 13 contains 1460 members 
Mstep: Class 14 contains 519192 members 
Mstep: Class 16 contains 64226 members 
Mstep: Class 17 contains 310400 members 
Mstep: Class 18 contains 28074 members 
Mstep: Class 19 contains 1778 members 
Mstep: Class 21 contains 94934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233331584.000000 Penalty: 164477.890625
Iteration 101Q: 20 clusters Score -2.333316e+08 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 220365 members 
Mstep: Class 2 contains 173 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 8940 members 
Mstep: Class 5 contains 25454 members 
Mstep: Class 6 contains 46021 members 
Mstep: Class 7 contains 10553 members 
Mstep: Class 8 contains 21020 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1401 members 
Mstep: Class 11 contains 15066 members 
Mstep: Class 12 contains 1563 members 
Mstep: Class 13 contains 1460 members 
Mstep: Class 14 contains 519224 members 
Mstep: Class 16 contains 64241 members 
Mstep: Class 17 contains 310386 members 
Mstep: Class 18 contains 28082 members 
Mstep: Class 19 contains 1774 members 
Mstep: Class 21 contains 94920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233331472.000000 Penalty: 164477.890625
Iteration 102Q: 20 clusters Score -2.333315e+08 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 220369 members 
Mstep: Class 2 contains 173 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 8937 members 
Mstep: Class 5 contains 25444 members 
Mstep: Class 6 contains 46021 members 
Mstep: Class 7 contains 10552 members 
Mstep: Class 8 contains 21020 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1401 members 
Mstep: Class 11 contains 15060 members 
Mstep: Class 12 contains 1563 members 
Mstep: Class 13 contains 1460 members 
Mstep: Class 14 contains 519287 members 
Mstep: Class 16 contains 64251 members 
Mstep: Class 17 contains 310347 members 
Mstep: Class 18 contains 28087 members 
Mstep: Class 19 contains 1772 members 
Mstep: Class 21 contains 94899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233331536.000000 Penalty: 164477.890625
Iteration 103Q: 20 clusters Score -2.333315e+08 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 220374 members 
Mstep: Class 2 contains 173 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 8937 members 
Mstep: Class 5 contains 25433 members 
Mstep: Class 6 contains 46024 members 
Mstep: Class 7 contains 10550 members 
Mstep: Class 8 contains 21018 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1401 members 
Mstep: Class 11 contains 15053 members 
Mstep: Class 12 contains 1563 members 
Mstep: Class 13 contains 1460 members 
Mstep: Class 14 contains 519391 members 
Mstep: Class 16 contains 64264 members 
Mstep: Class 17 contains 310271 members 
Mstep: Class 18 contains 28092 members 
Mstep: Class 19 contains 1772 members 
Mstep: Class 21 contains 94867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233331632.000000 Penalty: 164477.890625
Iteration 104Q: 20 clusters Score -2.333316e+08 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 220362 members 
Mstep: Class 2 contains 173 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 8930 members 
Mstep: Class 5 contains 25425 members 
Mstep: Class 6 contains 46025 members 
Mstep: Class 7 contains 10546 members 
Mstep: Class 8 contains 21018 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1401 members 
Mstep: Class 11 contains 15047 members 
Mstep: Class 12 contains 1563 members 
Mstep: Class 13 contains 1460 members 
Mstep: Class 14 contains 519460 members 
Mstep: Class 16 contains 64277 members 
Mstep: Class 17 contains 310238 members 
Mstep: Class 18 contains 28095 members 
Mstep: Class 19 contains 1771 members 
Mstep: Class 21 contains 94852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233331712.000000 Penalty: 164477.890625
Iteration 105Q: 20 clusters Score -2.333317e+08 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 220361 members 
Mstep: Class 2 contains 173 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 8926 members 
Mstep: Class 5 contains 25421 members 
Mstep: Class 6 contains 46029 members 
Mstep: Class 7 contains 10543 members 
Mstep: Class 8 contains 21017 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1401 members 
Mstep: Class 11 contains 15041 members 
Mstep: Class 12 contains 1563 members 
Mstep: Class 13 contains 1460 members 
Mstep: Class 14 contains 519538 members 
Mstep: Class 16 contains 64276 members 
Mstep: Class 17 contains 310189 members 
Mstep: Class 18 contains 28102 members 
Mstep: Class 19 contains 1769 members 
Mstep: Class 21 contains 94834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233331920.000000 Penalty: 164477.890625
Iteration 106Q: 20 clusters Score -2.333319e+08 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 220351 members 
Mstep: Class 2 contains 173 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 8925 members 
Mstep: Class 5 contains 25419 members 
Mstep: Class 6 contains 46033 members 
Mstep: Class 7 contains 10541 members 
Mstep: Class 8 contains 21017 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1401 members 
Mstep: Class 11 contains 15025 members 
Mstep: Class 12 contains 1563 members 
Mstep: Class 13 contains 1460 members 
Mstep: Class 14 contains 519570 members 
Mstep: Class 16 contains 64288 members 
Mstep: Class 17 contains 310175 members 
Mstep: Class 18 contains 28114 members 
Mstep: Class 19 contains 1769 members 
Mstep: Class 21 contains 94819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233331840.000000 Penalty: 164477.890625
Iteration 107Q: 20 clusters Score -2.333318e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 220350 members 
Mstep: Class 2 contains 173 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 8923 members 
Mstep: Class 5 contains 25418 members 
Mstep: Class 6 contains 46035 members 
Mstep: Class 7 contains 10539 members 
Mstep: Class 8 contains 21017 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1401 members 
Mstep: Class 11 contains 15011 members 
Mstep: Class 12 contains 1563 members 
Mstep: Class 13 contains 1460 members 
Mstep: Class 14 contains 519601 members 
Mstep: Class 16 contains 64293 members 
Mstep: Class 17 contains 310155 members 
Mstep: Class 18 contains 28125 members 
Mstep: Class 19 contains 1768 members 
Mstep: Class 21 contains 94811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233331824.000000 Penalty: 164477.890625
Iteration 108Q: 20 clusters Score -2.333318e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 220348 members 
Mstep: Class 2 contains 173 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 8923 members 
Mstep: Class 5 contains 25414 members 
Mstep: Class 6 contains 46033 members 
Mstep: Class 7 contains 10538 members 
Mstep: Class 8 contains 21017 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1401 members 
Mstep: Class 11 contains 15000 members 
Mstep: Class 12 contains 1563 members 
Mstep: Class 13 contains 1460 members 
Mstep: Class 14 contains 519654 members 
Mstep: Class 16 contains 64295 members 
Mstep: Class 17 contains 310130 members 
Mstep: Class 18 contains 28138 members 
Mstep: Class 19 contains 1766 members 
Mstep: Class 21 contains 94790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233331744.000000 Penalty: 164477.890625
Iteration 109Q: 20 clusters Score -2.333317e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 220351 members 
Mstep: Class 2 contains 173 members 
Mstep: Class 3 contains 2734 members 
Mstep: Class 4 contains 8924 members 
Mstep: Class 5 contains 25411 members 
Mstep: Class 6 contains 46031 members 
Mstep: Class 7 contains 10538 members 
Mstep: Class 8 contains 21017 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1401 members 
Mstep: Class 11 contains 14982 members 
Mstep: Class 12 contains 1563 members 
Mstep: Class 13 contains 1460 members 
Mstep: Class 14 contains 519731 members 
Mstep: Class 16 contains 64289 members 
Mstep: Class 17 contains 310089 members 
Mstep: Class 18 contains 28159 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 21 contains 94760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233331968.000000 Penalty: 164477.890625
Iteration 110Q: 20 clusters Score -2.33332e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 220351 members 
Mstep: Class 2 contains 173 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 8927 members 
Mstep: Class 5 contains 25406 members 
Mstep: Class 6 contains 46031 members 
Mstep: Class 7 contains 10538 members 
Mstep: Class 8 contains 21017 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1401 members 
Mstep: Class 11 contains 14967 members 
Mstep: Class 12 contains 1563 members 
Mstep: Class 13 contains 1460 members 
Mstep: Class 14 contains 519775 members 
Mstep: Class 16 contains 64289 members 
Mstep: Class 17 contains 310067 members 
Mstep: Class 18 contains 28175 members 
Mstep: Class 19 contains 1764 members 
Mstep: Class 21 contains 94739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332128.000000 Penalty: 164477.890625
Iteration 111Q: 20 clusters Score -2.333321e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 220341 members 
Mstep: Class 2 contains 173 members 
Mstep: Class 3 contains 2736 members 
Mstep: Class 4 contains 8929 members 
Mstep: Class 5 contains 25403 members 
Mstep: Class 6 contains 46036 members 
Mstep: Class 7 contains 10538 members 
Mstep: Class 8 contains 21014 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1401 members 
Mstep: Class 11 contains 14952 members 
Mstep: Class 12 contains 1563 members 
Mstep: Class 13 contains 1460 members 
Mstep: Class 14 contains 519810 members 
Mstep: Class 16 contains 64288 members 
Mstep: Class 17 contains 310050 members 
Mstep: Class 18 contains 28193 members 
Mstep: Class 19 contains 1764 members 
Mstep: Class 21 contains 94727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332000.000000 Penalty: 164477.890625
Iteration 112Q: 20 clusters Score -2.33332e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 220316 members 
Mstep: Class 2 contains 173 members 
Mstep: Class 3 contains 2736 members 
Mstep: Class 4 contains 8929 members 
Mstep: Class 5 contains 25401 members 
Mstep: Class 6 contains 46042 members 
Mstep: Class 7 contains 10538 members 
Mstep: Class 8 contains 21014 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1401 members 
Mstep: Class 11 contains 14948 members 
Mstep: Class 12 contains 1563 members 
Mstep: Class 13 contains 1460 members 
Mstep: Class 14 contains 519868 members 
Mstep: Class 16 contains 64291 members 
Mstep: Class 17 contains 310023 members 
Mstep: Class 18 contains 28194 members 
Mstep: Class 19 contains 1763 members 
Mstep: Class 21 contains 94718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233331856.000000 Penalty: 164477.890625
Iteration 113Q: 20 clusters Score -2.333319e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 220305 members 
Mstep: Class 2 contains 173 members 
Mstep: Class 3 contains 2736 members 
Mstep: Class 4 contains 8931 members 
Mstep: Class 5 contains 25399 members 
Mstep: Class 6 contains 46040 members 
Mstep: Class 7 contains 10539 members 
Mstep: Class 8 contains 21014 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1401 members 
Mstep: Class 11 contains 14943 members 
Mstep: Class 12 contains 1563 members 
Mstep: Class 13 contains 1460 members 
Mstep: Class 14 contains 519915 members 
Mstep: Class 16 contains 64295 members 
Mstep: Class 17 contains 310001 members 
Mstep: Class 18 contains 28196 members 
Mstep: Class 19 contains 1763 members 
Mstep: Class 21 contains 94704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332144.000000 Penalty: 164477.890625
Iteration 114Q: 20 clusters Score -2.333321e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 220284 members 
Mstep: Class 2 contains 173 members 
Mstep: Class 3 contains 2736 members 
Mstep: Class 4 contains 8933 members 
Mstep: Class 5 contains 25393 members 
Mstep: Class 6 contains 46038 members 
Mstep: Class 7 contains 10538 members 
Mstep: Class 8 contains 21014 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1401 members 
Mstep: Class 11 contains 14938 members 
Mstep: Class 12 contains 1563 members 
Mstep: Class 13 contains 1460 members 
Mstep: Class 14 contains 519970 members 
Mstep: Class 16 contains 64298 members 
Mstep: Class 17 contains 309990 members 
Mstep: Class 18 contains 28197 members 
Mstep: Class 19 contains 1763 members 
Mstep: Class 21 contains 94689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332160.000000 Penalty: 164477.890625
Iteration 115Q: 20 clusters Score -2.333322e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 220280 members 
Mstep: Class 2 contains 173 members 
Mstep: Class 3 contains 2736 members 
Mstep: Class 4 contains 8937 members 
Mstep: Class 5 contains 25386 members 
Mstep: Class 6 contains 46042 members 
Mstep: Class 7 contains 10539 members 
Mstep: Class 8 contains 21014 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1401 members 
Mstep: Class 11 contains 14933 members 
Mstep: Class 12 contains 1563 members 
Mstep: Class 13 contains 1460 members 
Mstep: Class 14 contains 520019 members 
Mstep: Class 16 contains 64302 members 
Mstep: Class 17 contains 309956 members 
Mstep: Class 18 contains 28202 members 
Mstep: Class 19 contains 1763 members 
Mstep: Class 21 contains 94672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332240.000000 Penalty: 164477.890625
Iteration 116Q: 20 clusters Score -2.333322e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 220277 members 
Mstep: Class 2 contains 173 members 
Mstep: Class 3 contains 2736 members 
Mstep: Class 4 contains 8937 members 
Mstep: Class 5 contains 25380 members 
Mstep: Class 6 contains 46041 members 
Mstep: Class 7 contains 10538 members 
Mstep: Class 8 contains 21014 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1401 members 
Mstep: Class 11 contains 14929 members 
Mstep: Class 12 contains 1563 members 
Mstep: Class 13 contains 1460 members 
Mstep: Class 14 contains 520079 members 
Mstep: Class 16 contains 64300 members 
Mstep: Class 17 contains 309920 members 
Mstep: Class 18 contains 28205 members 
Mstep: Class 19 contains 1763 members 
Mstep: Class 21 contains 94662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233332336.000000 Penalty: 164477.890625
Iteration 117Q: 20 clusters Score -2.333323e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 220264 members 
Mstep: Class 2 contains 173 members 
Mstep: Class 3 contains 2736 members 
Mstep: Class 4 contains 8936 members 
Mstep: Class 5 contains 25377 members 
Mstep: Class 6 contains 46042 members 
Mstep: Class 7 contains 10538 members 
Mstep: Class 8 contains 21014 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1401 members 
Mstep: Class 11 contains 14923 members 
Mstep: Class 12 contains 1563 members 
Mstep: Class 13 contains 1460 members 
Mstep: Class 14 contains 520135 members 
Mstep: Class 16 contains 64302 members 
Mstep: Class 17 contains 309892 members 
Mstep: Class 18 contains 28209 members 
Mstep: Class 19 contains 1762 members 
Mstep: Class 21 contains 94651 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 118Q: 20 clusters Score -2.333321e+08 nChanged 180
Entering ConstructFrom: 
Score: -233332080.000000 Penalty: 164477.890625
Entering ConstructFrom: 
Trying to split cluster 1 (220259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220259 members 
Entering Unmasked Estep 
Score: -37892964.000000 Penalty: 7535.317871
	Iteration 0F: 2 clusters Score -3.789296e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110165 members 
Mstep: Class 2 contains 110094 members 
Entering Unmasked Estep 
Score: -37746104.000000 Penalty: 15070.635742
	Iteration 0F: 3 clusters Score -3.77461e+07 nChanged 103530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109435 members 
Mstep: Class 2 contains 110824 members 
Entering Unmasked Estep 
Score: -37804100.000000 Penalty: 15070.635742
	Iteration 1F: 3 clusters Score -3.78041e+07 nChanged 6758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108933 members 
Mstep: Class 2 contains 111326 members 
Entering Unmasked Estep 
Score: -37805504.000000 Penalty: 15070.635742
	Iteration 2Q: 3 clusters Score -3.78055e+07 nChanged 6440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108293 members 
Mstep: Class 2 contains 111966 members 
Entering Unmasked Estep 
Score: -37806820.000000 Penalty: 15070.635742
	Iteration 3Q: 3 clusters Score -3.780682e+07 nChanged 6217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107256 members 
Mstep: Class 2 contains 113003 members 
Entering Unmasked Estep 
Score: -37808392.000000 Penalty: 15070.635742
	Iteration 4Q: 3 clusters Score -3.780839e+07 nChanged 6385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105731 members 
Mstep: Class 2 contains 114528 members 
Entering Unmasked Estep 
Score: -37809952.000000 Penalty: 15070.635742
	Iteration 5Q: 3 clusters Score -3.780995e+07 nChanged 6833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103658 members 
Mstep: Class 2 contains 116601 members 
Entering Unmasked Estep 
Score: -37811892.000000 Penalty: 15070.635742
	Iteration 6Q: 3 clusters Score -3.781189e+07 nChanged 7622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100754 members 
Mstep: Class 2 contains 119505 members 
Entering Unmasked Estep 
Score: -37814548.000000 Penalty: 15070.635742
	Iteration 7Q: 3 clusters Score -3.781455e+07 nChanged 8840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96744 members 
Mstep: Class 2 contains 123515 members 
Entering Unmasked Estep 
Score: -37818392.000000 Penalty: 15070.635742
	Iteration 8Q: 3 clusters Score -3.781839e+07 nChanged 10571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91205 members 
Mstep: Class 2 contains 129054 members 
Entering Unmasked Estep 
Score: -37823776.000000 Penalty: 15070.635742
	Iteration 9Q: 3 clusters Score -3.782378e+07 nChanged 11976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84289 members 
Mstep: Class 2 contains 135970 members 
Entering Unmasked Estep 
Score: -37830436.000000 Penalty: 15070.635742
	Iteration 10F: 3 clusters Score -3.783044e+07 nChanged 13034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76303 members 
Mstep: Class 2 contains 143956 members 
Entering Unmasked Estep 
Score: -37838880.000000 Penalty: 15070.635742
	Iteration 11F: 3 clusters Score -3.783888e+07 nChanged 13134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68079 members 
Mstep: Class 2 contains 152180 members 
Entering Unmasked Estep 
Score: -37848600.000000 Penalty: 15070.635742
	Iteration 12F: 3 clusters Score -3.78486e+07 nChanged 12298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60499 members 
Mstep: Class 2 contains 159760 members 
Entering Unmasked Estep 
Score: -37857676.000000 Penalty: 15070.635742
	Iteration 13F: 3 clusters Score -3.785768e+07 nChanged 10522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54509 members 
Mstep: Class 2 contains 165750 members 
Entering Unmasked Estep 
Score: -37865672.000000 Penalty: 15070.635742
	Iteration 14Q: 3 clusters Score -3.786567e+07 nChanged 8374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49975 members 
Mstep: Class 2 contains 170284 members 
Entering Unmasked Estep 
Score: -37871740.000000 Penalty: 15070.635742
	Iteration 15Q: 3 clusters Score -3.787174e+07 nChanged 6333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46206 members 
Mstep: Class 2 contains 174053 members 
Entering Unmasked Estep 
Score: -37876328.000000 Penalty: 15070.635742
	Iteration 16Q: 3 clusters Score -3.787633e+07 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42775 members 
Mstep: Class 2 contains 177484 members 
Entering Unmasked Estep 
Score: -37880176.000000 Penalty: 15070.635742
	Iteration 17Q: 3 clusters Score -3.788018e+07 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39850 members 
Mstep: Class 2 contains 180409 members 
Entering Unmasked Estep 
Score: -37883524.000000 Penalty: 15070.635742
	Iteration 18Q: 3 clusters Score -3.788352e+07 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37559 members 
Mstep: Class 2 contains 182700 members 
Entering Unmasked Estep 
Score: -37886308.000000 Penalty: 15070.635742
	Iteration 19Q: 3 clusters Score -3.788631e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35802 members 
Mstep: Class 2 contains 184457 members 
Entering Unmasked Estep 
Score: -37888340.000000 Penalty: 15070.635742
	Iteration 20F: 3 clusters Score -3.788834e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34554 members 
Mstep: Class 2 contains 185705 members 
Entering Unmasked Estep 
Score: -37889600.000000 Penalty: 15070.635742
	Iteration 21Q: 3 clusters Score -3.78896e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33614 members 
Mstep: Class 2 contains 186645 members 
Entering Unmasked Estep 
Score: -37890228.000000 Penalty: 15070.635742
	Iteration 22Q: 3 clusters Score -3.789023e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32823 members 
Mstep: Class 2 contains 187436 members 
Entering Unmasked Estep 
Score: -37890712.000000 Penalty: 15070.635742
	Iteration 23Q: 3 clusters Score -3.789071e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32174 members 
Mstep: Class 2 contains 188085 members 
Entering Unmasked Estep 
Score: -37890912.000000 Penalty: 15070.635742
	Iteration 24Q: 3 clusters Score -3.789091e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31641 members 
Mstep: Class 2 contains 188618 members 
Entering Unmasked Estep 
Score: -37891172.000000 Penalty: 15070.635742
	Iteration 25Q: 3 clusters Score -3.789117e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31193 members 
Mstep: Class 2 contains 189066 members 
Entering Unmasked Estep 
Score: -37891332.000000 Penalty: 15070.635742
	Iteration 26Q: 3 clusters Score -3.789133e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30800 members 
Mstep: Class 2 contains 189459 members 
Entering Unmasked Estep 
Score: -37891428.000000 Penalty: 15070.635742
	Iteration 27Q: 3 clusters Score -3.789143e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30488 members 
Mstep: Class 2 contains 189771 members 
Entering Unmasked Estep 
Score: -37891512.000000 Penalty: 15070.635742
	Iteration 28Q: 3 clusters Score -3.789151e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30210 members 
Mstep: Class 2 contains 190049 members 
Entering Unmasked Estep 
Score: -37891508.000000 Penalty: 15070.635742
	Iteration 29Q: 3 clusters Score -3.789151e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29993 members 
Mstep: Class 2 contains 190266 members 
Entering Unmasked Estep 
Score: -37891492.000000 Penalty: 15070.635742
	Iteration 30Q: 3 clusters Score -3.789149e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29809 members 
Mstep: Class 2 contains 190450 members 
Entering Unmasked Estep 
Score: -37891480.000000 Penalty: 15070.635742
	Iteration 31Q: 3 clusters Score -3.789148e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29652 members 
Mstep: Class 2 contains 190607 members 
Entering Unmasked Estep 
Score: -37891560.000000 Penalty: 15070.635742
	Iteration 32Q: 3 clusters Score -3.789156e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29522 members 
Mstep: Class 2 contains 190737 members 
Entering Unmasked Estep 
Score: -37891544.000000 Penalty: 15070.635742
	Iteration 33Q: 3 clusters Score -3.789154e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29410 members 
Mstep: Class 2 contains 190849 members 
Entering Unmasked Estep 
Score: -37891524.000000 Penalty: 15070.635742
	Iteration 34Q: 3 clusters Score -3.789152e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29318 members 
Mstep: Class 2 contains 190941 members 
Entering Unmasked Estep 
Score: -37891560.000000 Penalty: 15070.635742
	Iteration 35Q: 3 clusters Score -3.789156e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29241 members 
Mstep: Class 2 contains 191018 members 
Entering Unmasked Estep 
Score: -37891584.000000 Penalty: 15070.635742
	Iteration 36Q: 3 clusters Score -3.789158e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29166 members 
Mstep: Class 2 contains 191093 members 
Entering Unmasked Estep 
Score: -37891624.000000 Penalty: 15070.635742
	Iteration 37Q: 3 clusters Score -3.789162e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29102 members 
Mstep: Class 2 contains 191157 members 
Entering Unmasked Estep 
Score: -37891636.000000 Penalty: 15070.635742
	Iteration 38Q: 3 clusters Score -3.789164e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29044 members 
Mstep: Class 2 contains 191215 members 
Entering Unmasked Estep 
Score: -37891560.000000 Penalty: 15070.635742
	Iteration 39Q: 3 clusters Score -3.789156e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28997 members 
Mstep: Class 2 contains 191262 members 
Entering Unmasked Estep 
Score: -37891544.000000 Penalty: 15070.635742
	Iteration 40F: 3 clusters Score -3.789154e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28950 members 
Mstep: Class 2 contains 191309 members 
Entering Unmasked Estep 
Score: -37891540.000000 Penalty: 15070.635742
	Iteration 41Q: 3 clusters Score -3.789154e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28904 members 
Mstep: Class 2 contains 191355 members 
Entering Unmasked Estep 
Score: -37891552.000000 Penalty: 15070.635742
	Iteration 42Q: 3 clusters Score -3.789155e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28854 members 
Mstep: Class 2 contains 191405 members 
Entering Unmasked Estep 
Score: -37891544.000000 Penalty: 15070.635742
	Iteration 43Q: 3 clusters Score -3.789154e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Mstep: Class 2 contains 191454 members 
Entering Unmasked Estep 
Score: -37891500.000000 Penalty: 15070.635742
	Iteration 44Q: 3 clusters Score -3.78915e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28767 members 
Mstep: Class 2 contains 191492 members 
Entering Unmasked Estep 
Score: -37891532.000000 Penalty: 15070.635742
	Iteration 45Q: 3 clusters Score -3.789153e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28745 members 
Mstep: Class 2 contains 191514 members 
Entering Unmasked Estep 
Score: -37891540.000000 Penalty: 15070.635742
	Iteration 46Q: 3 clusters Score -3.789154e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 191541 members 
Entering Unmasked Estep 
Score: -37891536.000000 Penalty: 15070.635742
	Iteration 47Q: 3 clusters Score -3.789154e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28693 members 
Mstep: Class 2 contains 191566 members 
Entering Unmasked Estep 
Score: -37891512.000000 Penalty: 15070.635742
	Iteration 48Q: 3 clusters Score -3.789151e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28674 members 
Mstep: Class 2 contains 191585 members 
Entering Unmasked Estep 
Score: -37891520.000000 Penalty: 15070.635742
	Iteration 49Q: 3 clusters Score -3.789152e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28653 members 
Mstep: Class 2 contains 191606 members 
Entering Unmasked Estep 
Score: -37891560.000000 Penalty: 15070.635742
	Iteration 50Q: 3 clusters Score -3.789156e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28629 members 
Mstep: Class 2 contains 191630 members 
Entering Unmasked Estep 
Score: -37891544.000000 Penalty: 15070.635742
	Iteration 51Q: 3 clusters Score -3.789154e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28603 members 
Mstep: Class 2 contains 191656 members 
Entering Unmasked Estep 
Score: -37891532.000000 Penalty: 15070.635742
	Iteration 52Q: 3 clusters Score -3.789153e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28584 members 
Mstep: Class 2 contains 191675 members 
Entering Unmasked Estep 
Score: -37891540.000000 Penalty: 15070.635742
	Iteration 53Q: 3 clusters Score -3.789154e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 191696 members 
Entering Unmasked Estep 
Score: -37891528.000000 Penalty: 15070.635742
	Iteration 54Q: 3 clusters Score -3.789153e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28550 members 
Mstep: Class 2 contains 191709 members 
Entering Unmasked Estep 
Score: -37891536.000000 Penalty: 15070.635742
	Iteration 55Q: 3 clusters Score -3.789154e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28535 members 
Mstep: Class 2 contains 191724 members 
Entering Unmasked Estep 
Score: -37891540.000000 Penalty: 15070.635742
	Iteration 56Q: 3 clusters Score -3.789154e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28527 members 
Mstep: Class 2 contains 191732 members 
Entering Unmasked Estep 
Score: -37891520.000000 Penalty: 15070.635742
	Iteration 57Q: 3 clusters Score -3.789152e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 191737 members 
Entering Unmasked Estep 
Score: -37891512.000000 Penalty: 15070.635742
	Iteration 58Q: 3 clusters Score -3.789151e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28518 members 
Mstep: Class 2 contains 191741 members 
Entering Unmasked Estep 
Score: -37891516.000000 Penalty: 15070.635742
	Iteration 59Q: 3 clusters Score -3.789152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28516 members 
Mstep: Class 2 contains 191743 members 
Entering Unmasked Estep 
Score: -37891524.000000 Penalty: 15070.635742
	Iteration 60F: 3 clusters Score -3.789152e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 191746 members 
Entering Unmasked Estep 
Score: -37891528.000000 Penalty: 15070.635742
	Iteration 61Q: 3 clusters Score -3.789153e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 191747 members 
Entering Unmasked Estep 
Score: -37891536.000000 Penalty: 15070.635742
	Iteration 62Q: 3 clusters Score -3.789154e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28511 members 
Mstep: Class 2 contains 191748 members 
Entering Unmasked Estep 
Score: -37891544.000000 Penalty: 15070.635742
	Iteration 63Q: 3 clusters Score -3.789154e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28510 members 
Mstep: Class 2 contains 191749 members 
Entering Unmasked Estep 
Score: -37891544.000000 Penalty: 15070.635742
	Iteration 64Q: 3 clusters Score -3.789154e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 191750 members 
Entering Unmasked Estep 
Score: -37891532.000000 Penalty: 15070.635742
	Iteration 65Q: 3 clusters Score -3.789153e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 191750 members 
Entering Unmasked Estep 
Score: -37891532.000000 Penalty: 15070.635742
	Iteration 66F: 3 clusters Score -3.789153e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Entering Unmasked Estep 
Score: -22278.132812 Penalty: 3156.391113
	Iteration 0F: 2 clusters Score -22278.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -19998.533203 Penalty: 6312.782227
	Iteration 0F: 3 clusters Score -19998.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Entering Unmasked Estep 
Score: -458518.750000 Penalty: 4847.479492
	Iteration 0F: 2 clusters Score -458518.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -453003.906250 Penalty: 9694.958984
	Iteration 0F: 3 clusters Score -453003.9 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -453778.656250 Penalty: 9694.958984
	Iteration 1F: 3 clusters Score -453778.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -453996.406250 Penalty: 9694.958984
	Iteration 2F: 3 clusters Score -453996.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -454177.000000 Penalty: 9694.958984
	Iteration 3Q: 3 clusters Score -454177 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -454353.625000 Penalty: 9694.958984
	Iteration 4Q: 3 clusters Score -454353.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -454489.718750 Penalty: 9694.958984
	Iteration 5Q: 3 clusters Score -454489.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -454602.500000 Penalty: 9694.958984
	Iteration 6Q: 3 clusters Score -454602.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -454702.656250 Penalty: 9694.958984
	Iteration 7Q: 3 clusters Score -454702.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -454837.812500 Penalty: 9694.958984
	Iteration 8Q: 3 clusters Score -454837.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -455008.593750 Penalty: 9694.958984
	Iteration 9Q: 3 clusters Score -455008.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -455192.656250 Penalty: 9694.958984
	Iteration 10Q: 3 clusters Score -455192.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -455358.718750 Penalty: 9694.958984
	Iteration 11Q: 3 clusters Score -455358.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -455549.406250 Penalty: 9694.958984
	Iteration 12Q: 3 clusters Score -455549.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -455756.000000 Penalty: 9694.958984
	Iteration 13Q: 3 clusters Score -455756 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -456003.593750 Penalty: 9694.958984
	Iteration 14Q: 3 clusters Score -456003.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -456239.812500 Penalty: 9694.958984
	Iteration 15Q: 3 clusters Score -456239.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -456497.062500 Penalty: 9694.958984
	Iteration 16Q: 3 clusters Score -456497.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -456747.468750 Penalty: 9694.958984
	Iteration 17Q: 3 clusters Score -456747.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -457011.437500 Penalty: 9694.958984
	Iteration 18Q: 3 clusters Score -457011.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -457333.375000 Penalty: 9694.958984
	Iteration 19Q: 3 clusters Score -457333.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -457673.593750 Penalty: 9694.958984
	Iteration 20F: 3 clusters Score -457673.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -457875.968750 Penalty: 9694.958984
	Iteration 21Q: 3 clusters Score -457876 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -457929.375000 Penalty: 9694.958984
	Iteration 22Q: 3 clusters Score -457929.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -457947.187500 Penalty: 9694.958984
	Iteration 23Q: 3 clusters Score -457947.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -457953.312500 Penalty: 9694.958984
	Iteration 24Q: 3 clusters Score -457953.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -457953.312500 Penalty: 9694.958984
	Iteration 25F: 3 clusters Score -457953.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Entering Unmasked Estep 
Score: -1448436.875000 Penalty: 5572.360840
	Iteration 0F: 2 clusters Score -1448437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1438799.750000 Penalty: 11144.721680
	Iteration 0F: 3 clusters Score -1438800 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1440664.375000 Penalty: 11144.721680
	Iteration 1F: 3 clusters Score -1440664 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1441055.000000 Penalty: 11144.721680
	Iteration 2F: 3 clusters Score -1441055 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1441279.000000 Penalty: 11144.721680
	Iteration 3Q: 3 clusters Score -1441279 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1441419.750000 Penalty: 11144.721680
	Iteration 4Q: 3 clusters Score -1441420 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1441526.875000 Penalty: 11144.721680
	Iteration 5Q: 3 clusters Score -1441527 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1441607.250000 Penalty: 11144.721680
	Iteration 6Q: 3 clusters Score -1441607 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1441671.125000 Penalty: 11144.721680
	Iteration 7Q: 3 clusters Score -1441671 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1441733.750000 Penalty: 11144.721680
	Iteration 8Q: 3 clusters Score -1441734 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1441774.375000 Penalty: 11144.721680
	Iteration 9Q: 3 clusters Score -1441774 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1441811.250000 Penalty: 11144.721680
	Iteration 10Q: 3 clusters Score -1441811 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1441859.625000 Penalty: 11144.721680
	Iteration 11Q: 3 clusters Score -1441860 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1441895.000000 Penalty: 11144.721680
	Iteration 12Q: 3 clusters Score -1441895 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1441937.375000 Penalty: 11144.721680
	Iteration 13Q: 3 clusters Score -1441937 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1441965.875000 Penalty: 11144.721680
	Iteration 14Q: 3 clusters Score -1441966 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1441998.000000 Penalty: 11144.721680
	Iteration 15Q: 3 clusters Score -1441998 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1442025.125000 Penalty: 11144.721680
	Iteration 16Q: 3 clusters Score -1442025 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1442052.375000 Penalty: 11144.721680
	Iteration 17Q: 3 clusters Score -1442052 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1442088.625000 Penalty: 11144.721680
	Iteration 18Q: 3 clusters Score -1442089 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1442116.000000 Penalty: 11144.721680
	Iteration 19Q: 3 clusters Score -1442116 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1442143.625000 Penalty: 11144.721680
	Iteration 20F: 3 clusters Score -1442144 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1442182.500000 Penalty: 11144.721680
	Iteration 21Q: 3 clusters Score -1442182 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1442214.375000 Penalty: 11144.721680
	Iteration 22Q: 3 clusters Score -1442214 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1442242.875000 Penalty: 11144.721680
	Iteration 23Q: 3 clusters Score -1442243 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1442262.000000 Penalty: 11144.721680
	Iteration 24Q: 3 clusters Score -1442262 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1442287.500000 Penalty: 11144.721680
	Iteration 25Q: 3 clusters Score -1442288 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1442298.375000 Penalty: 11144.721680
	Iteration 26Q: 3 clusters Score -1442298 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1442315.125000 Penalty: 11144.721680
	Iteration 27Q: 3 clusters Score -1442315 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1442321.375000 Penalty: 11144.721680
	Iteration 28Q: 3 clusters Score -1442321 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1442335.625000 Penalty: 11144.721680
	Iteration 29Q: 3 clusters Score -1442336 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1442346.000000 Penalty: 11144.721680
	Iteration 30Q: 3 clusters Score -1442346 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1442356.750000 Penalty: 11144.721680
	Iteration 31Q: 3 clusters Score -1442357 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1442366.375000 Penalty: 11144.721680
	Iteration 32Q: 3 clusters Score -1442366 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1442379.625000 Penalty: 11144.721680
	Iteration 33Q: 3 clusters Score -1442380 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1442396.625000 Penalty: 11144.721680
	Iteration 34Q: 3 clusters Score -1442397 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1442413.375000 Penalty: 11144.721680
	Iteration 35Q: 3 clusters Score -1442413 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1442417.625000 Penalty: 11144.721680
	Iteration 36Q: 3 clusters Score -1442418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1442430.500000 Penalty: 11144.721680
	Iteration 37Q: 3 clusters Score -1442430 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1442432.250000 Penalty: 11144.721680
	Iteration 38Q: 3 clusters Score -1442432 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1442444.375000 Penalty: 11144.721680
	Iteration 39Q: 3 clusters Score -1442444 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1442450.500000 Penalty: 11144.721680
	Iteration 40F: 3 clusters Score -1442450 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1442463.625000 Penalty: 11144.721680
	Iteration 41Q: 3 clusters Score -1442464 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1442472.375000 Penalty: 11144.721680
	Iteration 42Q: 3 clusters Score -1442472 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1442480.125000 Penalty: 11144.721680
	Iteration 43Q: 3 clusters Score -1442480 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1442489.000000 Penalty: 11144.721680
	Iteration 44Q: 3 clusters Score -1442489 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1442501.875000 Penalty: 11144.721680
	Iteration 45Q: 3 clusters Score -1442502 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1442514.000000 Penalty: 11144.721680
	Iteration 46Q: 3 clusters Score -1442514 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1442519.250000 Penalty: 11144.721680
	Iteration 47Q: 3 clusters Score -1442519 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1442527.625000 Penalty: 11144.721680
	Iteration 48Q: 3 clusters Score -1442528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1442533.000000 Penalty: 11144.721680
	Iteration 49Q: 3 clusters Score -1442533 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1442535.500000 Penalty: 11144.721680
	Iteration 50Q: 3 clusters Score -1442536 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1442544.250000 Penalty: 11144.721680
	Iteration 51Q: 3 clusters Score -1442544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1442552.125000 Penalty: 11144.721680
	Iteration 52Q: 3 clusters Score -1442552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1442555.250000 Penalty: 11144.721680
	Iteration 53Q: 3 clusters Score -1442555 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1442558.250000 Penalty: 11144.721680
	Iteration 54Q: 3 clusters Score -1442558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1442564.125000 Penalty: 11144.721680
	Iteration 55Q: 3 clusters Score -1442564 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1442572.625000 Penalty: 11144.721680
	Iteration 56Q: 3 clusters Score -1442573 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1442581.000000 Penalty: 11144.721680
	Iteration 57Q: 3 clusters Score -1442581 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1442586.125000 Penalty: 11144.721680
	Iteration 58Q: 3 clusters Score -1442586 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1442592.875000 Penalty: 11144.721680
	Iteration 59Q: 3 clusters Score -1442593 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1442604.625000 Penalty: 11144.721680
	Iteration 60F: 3 clusters Score -1442605 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1442610.500000 Penalty: 11144.721680
	Iteration 61Q: 3 clusters Score -1442610 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1442618.750000 Penalty: 11144.721680
	Iteration 62Q: 3 clusters Score -1442619 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1442629.875000 Penalty: 11144.721680
	Iteration 63Q: 3 clusters Score -1442630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1442626.375000 Penalty: 11144.721680
	Iteration 64Q: 3 clusters Score -1442626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1442637.625000 Penalty: 11144.721680
	Iteration 65Q: 3 clusters Score -1442638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1442638.750000 Penalty: 11144.721680
	Iteration 66Q: 3 clusters Score -1442639 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1442643.000000 Penalty: 11144.721680
	Iteration 67Q: 3 clusters Score -1442643 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1442647.750000 Penalty: 11144.721680
	Iteration 68Q: 3 clusters Score -1442648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1442654.500000 Penalty: 11144.721680
	Iteration 69Q: 3 clusters Score -1442654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1442656.375000 Penalty: 11144.721680
	Iteration 70Q: 3 clusters Score -1442656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1442661.625000 Penalty: 11144.721680
	Iteration 71Q: 3 clusters Score -1442662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1442663.875000 Penalty: 11144.721680
	Iteration 72Q: 3 clusters Score -1442664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1442669.250000 Penalty: 11144.721680
	Iteration 73Q: 3 clusters Score -1442669 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1442674.250000 Penalty: 11144.721680
	Iteration 74Q: 3 clusters Score -1442674 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1442680.250000 Penalty: 11144.721680
	Iteration 75Q: 3 clusters Score -1442680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1442687.250000 Penalty: 11144.721680
	Iteration 76Q: 3 clusters Score -1442687 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1442695.375000 Penalty: 11144.721680
	Iteration 77Q: 3 clusters Score -1442695 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1442698.500000 Penalty: 11144.721680
	Iteration 78Q: 3 clusters Score -1442698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1442699.500000 Penalty: 11144.721680
	Iteration 79Q: 3 clusters Score -1442700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1442707.000000 Penalty: 11144.721680
	Iteration 80F: 3 clusters Score -1442707 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1442707.500000 Penalty: 11144.721680
	Iteration 81Q: 3 clusters Score -1442708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1442715.250000 Penalty: 11144.721680
	Iteration 82Q: 3 clusters Score -1442715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1442714.125000 Penalty: 11144.721680
	Iteration 83Q: 3 clusters Score -1442714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1442717.500000 Penalty: 11144.721680
	Iteration 84Q: 3 clusters Score -1442718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1442718.250000 Penalty: 11144.721680
	Iteration 85Q: 3 clusters Score -1442718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1442722.875000 Penalty: 11144.721680
	Iteration 86Q: 3 clusters Score -1442723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1442727.375000 Penalty: 11144.721680
	Iteration 87Q: 3 clusters Score -1442727 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1442736.250000 Penalty: 11144.721680
	Iteration 88Q: 3 clusters Score -1442736 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1442746.625000 Penalty: 11144.721680
	Iteration 89Q: 3 clusters Score -1442747 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1442755.375000 Penalty: 11144.721680
	Iteration 90Q: 3 clusters Score -1442755 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1442763.125000 Penalty: 11144.721680
	Iteration 91Q: 3 clusters Score -1442763 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1442772.750000 Penalty: 11144.721680
	Iteration 92Q: 3 clusters Score -1442773 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1442779.625000 Penalty: 11144.721680
	Iteration 93Q: 3 clusters Score -1442780 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1442788.000000 Penalty: 11144.721680
	Iteration 94Q: 3 clusters Score -1442788 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1442794.375000 Penalty: 11144.721680
	Iteration 95Q: 3 clusters Score -1442794 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1442799.375000 Penalty: 11144.721680
	Iteration 96Q: 3 clusters Score -1442799 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1442804.000000 Penalty: 11144.721680
	Iteration 97Q: 3 clusters Score -1442804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1442808.875000 Penalty: 11144.721680
	Iteration 98Q: 3 clusters Score -1442809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1442811.125000 Penalty: 11144.721680
	Iteration 99Q: 3 clusters Score -1442811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1442812.000000 Penalty: 11144.721680
	Iteration 100F: 3 clusters Score -1442812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1442815.125000 Penalty: 11144.721680
	Iteration 101Q: 3 clusters Score -1442815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1442815.375000 Penalty: 11144.721680
	Iteration 102Q: 3 clusters Score -1442815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1442816.875000 Penalty: 11144.721680
	Iteration 103Q: 3 clusters Score -1442817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1442817.250000 Penalty: 11144.721680
	Iteration 104Q: 3 clusters Score -1442817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1442819.125000 Penalty: 11144.721680
	Iteration 105Q: 3 clusters Score -1442819 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1442828.625000 Penalty: 11144.721680
	Iteration 106Q: 3 clusters Score -1442829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1442831.125000 Penalty: 11144.721680
	Iteration 107Q: 3 clusters Score -1442831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1442830.125000 Penalty: 11144.721680
	Iteration 108Q: 3 clusters Score -1442830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1442836.375000 Penalty: 11144.721680
	Iteration 109Q: 3 clusters Score -1442836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1442842.250000 Penalty: 11144.721680
	Iteration 110Q: 3 clusters Score -1442842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1442843.500000 Penalty: 11144.721680
	Iteration 111Q: 3 clusters Score -1442844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1442849.125000 Penalty: 11144.721680
	Iteration 112Q: 3 clusters Score -1442849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1442850.875000 Penalty: 11144.721680
	Iteration 113Q: 3 clusters Score -1442851 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1442851.375000 Penalty: 11144.721680
	Iteration 114Q: 3 clusters Score -1442851 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1442860.750000 Penalty: 11144.721680
	Iteration 115Q: 3 clusters Score -1442861 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1442868.375000 Penalty: 11144.721680
	Iteration 116Q: 3 clusters Score -1442868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1442874.875000 Penalty: 11144.721680
	Iteration 117Q: 3 clusters Score -1442875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1442877.500000 Penalty: 11144.721680
	Iteration 118Q: 3 clusters Score -1442878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1442884.250000 Penalty: 11144.721680
	Iteration 119Q: 3 clusters Score -1442884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1442888.250000 Penalty: 11144.721680
	Iteration 120F: 3 clusters Score -1442888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1442892.750000 Penalty: 11144.721680
	Iteration 121Q: 3 clusters Score -1442893 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1442903.125000 Penalty: 11144.721680
	Iteration 122Q: 3 clusters Score -1442903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1442905.875000 Penalty: 11144.721680
	Iteration 123Q: 3 clusters Score -1442906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1442909.500000 Penalty: 11144.721680
	Iteration 124Q: 3 clusters Score -1442910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1442913.375000 Penalty: 11144.721680
	Iteration 125Q: 3 clusters Score -1442913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1442911.375000 Penalty: 11144.721680
	Iteration 126Q: 3 clusters Score -1442911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1442912.875000 Penalty: 11144.721680
	Iteration 127Q: 3 clusters Score -1442913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1442911.625000 Penalty: 11144.721680
	Iteration 128Q: 3 clusters Score -1442912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1442911.625000 Penalty: 11144.721680
	Iteration 129F: 3 clusters Score -1442912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (25375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25375 members 
Entering Unmasked Estep 
Score: -4196740.000000 Penalty: 6211.680664
	Iteration 0F: 2 clusters Score -4196740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -4176751.250000 Penalty: 12423.361328
	Iteration 0F: 3 clusters Score -4176751 nChanged 10550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -4182514.000000 Penalty: 12423.361328
	Iteration 1F: 3 clusters Score -4182514 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -4183326.750000 Penalty: 12423.361328
	Iteration 2F: 3 clusters Score -4183327 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -4183916.750000 Penalty: 12423.361328
	Iteration 3F: 3 clusters Score -4183917 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -4184321.250000 Penalty: 12423.361328
	Iteration 4Q: 3 clusters Score -4184321 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -4184634.250000 Penalty: 12423.361328
	Iteration 5Q: 3 clusters Score -4184634 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -4184918.500000 Penalty: 12423.361328
	Iteration 6Q: 3 clusters Score -4184918 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -4185139.250000 Penalty: 12423.361328
	Iteration 7Q: 3 clusters Score -4185139 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -4185334.500000 Penalty: 12423.361328
	Iteration 8Q: 3 clusters Score -4185334 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -4185528.500000 Penalty: 12423.361328
	Iteration 9Q: 3 clusters Score -4185528 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -4185716.500000 Penalty: 12423.361328
	Iteration 10Q: 3 clusters Score -4185716 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -4185878.000000 Penalty: 12423.361328
	Iteration 11Q: 3 clusters Score -4185878 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -4186051.250000 Penalty: 12423.361328
	Iteration 12Q: 3 clusters Score -4186051 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -4186212.250000 Penalty: 12423.361328
	Iteration 13Q: 3 clusters Score -4186212 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -4186388.000000 Penalty: 12423.361328
	Iteration 14Q: 3 clusters Score -4186388 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -4186604.250000 Penalty: 12423.361328
	Iteration 15Q: 3 clusters Score -4186604 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -4186853.750000 Penalty: 12423.361328
	Iteration 16Q: 3 clusters Score -4186854 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -4187131.750000 Penalty: 12423.361328
	Iteration 17Q: 3 clusters Score -4187132 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -4187495.750000 Penalty: 12423.361328
	Iteration 18Q: 3 clusters Score -4187496 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -4187898.000000 Penalty: 12423.361328
	Iteration 19Q: 3 clusters Score -4187898 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -4188343.000000 Penalty: 12423.361328
	Iteration 20F: 3 clusters Score -4188343 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -4188870.250000 Penalty: 12423.361328
	Iteration 21Q: 3 clusters Score -4188870 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -4189406.250000 Penalty: 12423.361328
	Iteration 22Q: 3 clusters Score -4189406 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -4189949.000000 Penalty: 12423.361328
	Iteration 23Q: 3 clusters Score -4189949 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -4190439.750000 Penalty: 12423.361328
	Iteration 24Q: 3 clusters Score -4190440 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -4190904.000000 Penalty: 12423.361328
	Iteration 25Q: 3 clusters Score -4190904 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -4191244.750000 Penalty: 12423.361328
	Iteration 26Q: 3 clusters Score -4191245 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -4191506.500000 Penalty: 12423.361328
	Iteration 27Q: 3 clusters Score -4191506 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -4191728.250000 Penalty: 12423.361328
	Iteration 28Q: 3 clusters Score -4191728 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -4191897.500000 Penalty: 12423.361328
	Iteration 29Q: 3 clusters Score -4191898 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23439 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -4192049.500000 Penalty: 12423.361328
	Iteration 30Q: 3 clusters Score -4192050 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -4192189.750000 Penalty: 12423.361328
	Iteration 31Q: 3 clusters Score -4192190 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -4192273.000000 Penalty: 12423.361328
	Iteration 32Q: 3 clusters Score -4192273 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -4192322.000000 Penalty: 12423.361328
	Iteration 33Q: 3 clusters Score -4192322 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -4192355.250000 Penalty: 12423.361328
	Iteration 34Q: 3 clusters Score -4192355 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -4192380.750000 Penalty: 12423.361328
	Iteration 35Q: 3 clusters Score -4192381 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23818 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -4192393.000000 Penalty: 12423.361328
	Iteration 36Q: 3 clusters Score -4192393 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -4192417.000000 Penalty: 12423.361328
	Iteration 37Q: 3 clusters Score -4192417 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -4192434.750000 Penalty: 12423.361328
	Iteration 38Q: 3 clusters Score -4192435 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -4192448.000000 Penalty: 12423.361328
	Iteration 39Q: 3 clusters Score -4192448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -4192451.250000 Penalty: 12423.361328
	Iteration 40F: 3 clusters Score -4192451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -4192456.750000 Penalty: 12423.361328
	Iteration 41Q: 3 clusters Score -4192457 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -4192471.250000 Penalty: 12423.361328
	Iteration 42Q: 3 clusters Score -4192471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -4192479.000000 Penalty: 12423.361328
	Iteration 43Q: 3 clusters Score -4192479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -4192481.750000 Penalty: 12423.361328
	Iteration 44Q: 3 clusters Score -4192482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -4192485.500000 Penalty: 12423.361328
	Iteration 45Q: 3 clusters Score -4192486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -4192483.750000 Penalty: 12423.361328
	Iteration 46Q: 3 clusters Score -4192484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -4192495.000000 Penalty: 12423.361328
	Iteration 47Q: 3 clusters Score -4192495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -4192490.750000 Penalty: 12423.361328
	Iteration 48Q: 3 clusters Score -4192491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -4192488.000000 Penalty: 12423.361328
	Iteration 49Q: 3 clusters Score -4192488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -4192492.500000 Penalty: 12423.361328
	Iteration 50Q: 3 clusters Score -4192492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -4192492.500000 Penalty: 12423.361328
	Iteration 51F: 3 clusters Score -4192492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46039 members 
Entering Unmasked Estep 
Score: -7994817.500000 Penalty: 6576.561523
	Iteration 0F: 2 clusters Score -7994818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -7961934.500000 Penalty: 13153.123047
	Iteration 0F: 3 clusters Score -7961934 nChanged 19913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -7972211.500000 Penalty: 13153.123047
	Iteration 1F: 3 clusters Score -7972212 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -7973115.000000 Penalty: 13153.123047
	Iteration 2F: 3 clusters Score -7973115 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -7973793.000000 Penalty: 13153.123047
	Iteration 3Q: 3 clusters Score -7973793 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -7974423.000000 Penalty: 13153.123047
	Iteration 4Q: 3 clusters Score -7974423 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -7975211.000000 Penalty: 13153.123047
	Iteration 5Q: 3 clusters Score -7975211 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -7976511.500000 Penalty: 13153.123047
	Iteration 6Q: 3 clusters Score -7976512 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24022 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -7978095.000000 Penalty: 13153.123047
	Iteration 7Q: 3 clusters Score -7978095 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 22489 members 
Entering Unmasked Estep 
Score: -7979653.000000 Penalty: 13153.123047
	Iteration 8F: 3 clusters Score -7979653 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22729 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -7981185.500000 Penalty: 13153.123047
	Iteration 9F: 3 clusters Score -7981186 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -7982564.000000 Penalty: 13153.123047
	Iteration 10F: 3 clusters Score -7982564 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 25943 members 
Entering Unmasked Estep 
Score: -7983922.500000 Penalty: 13153.123047
	Iteration 11F: 3 clusters Score -7983922 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -7985078.000000 Penalty: 13153.123047
	Iteration 12Q: 3 clusters Score -7985078 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 29099 members 
Entering Unmasked Estep 
Score: -7986160.000000 Penalty: 13153.123047
	Iteration 13Q: 3 clusters Score -7986160 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 30608 members 
Entering Unmasked Estep 
Score: -7987004.000000 Penalty: 13153.123047
	Iteration 14Q: 3 clusters Score -7987004 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 31992 members 
Entering Unmasked Estep 
Score: -7987692.000000 Penalty: 13153.123047
	Iteration 15Q: 3 clusters Score -7987692 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 33313 members 
Entering Unmasked Estep 
Score: -7988278.500000 Penalty: 13153.123047
	Iteration 16Q: 3 clusters Score -7988278 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 34523 members 
Entering Unmasked Estep 
Score: -7988844.000000 Penalty: 13153.123047
	Iteration 17Q: 3 clusters Score -7988844 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 35701 members 
Entering Unmasked Estep 
Score: -7989371.500000 Penalty: 13153.123047
	Iteration 18Q: 3 clusters Score -7989372 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 36896 members 
Entering Unmasked Estep 
Score: -7989976.500000 Penalty: 13153.123047
	Iteration 19Q: 3 clusters Score -7989976 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 37931 members 
Entering Unmasked Estep 
Score: -7990485.500000 Penalty: 13153.123047
	Iteration 20F: 3 clusters Score -7990486 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 38834 members 
Entering Unmasked Estep 
Score: -7990919.500000 Penalty: 13153.123047
	Iteration 21Q: 3 clusters Score -7990920 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 39631 members 
Entering Unmasked Estep 
Score: -7991255.500000 Penalty: 13153.123047
	Iteration 22Q: 3 clusters Score -7991256 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 40275 members 
Entering Unmasked Estep 
Score: -7991547.000000 Penalty: 13153.123047
	Iteration 23Q: 3 clusters Score -7991547 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 40790 members 
Entering Unmasked Estep 
Score: -7991751.000000 Penalty: 13153.123047
	Iteration 24Q: 3 clusters Score -7991751 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 41204 members 
Entering Unmasked Estep 
Score: -7991908.500000 Penalty: 13153.123047
	Iteration 25Q: 3 clusters Score -7991908 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 41536 members 
Entering Unmasked Estep 
Score: -7992035.000000 Penalty: 13153.123047
	Iteration 26Q: 3 clusters Score -7992035 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 41821 members 
Entering Unmasked Estep 
Score: -7992147.000000 Penalty: 13153.123047
	Iteration 27Q: 3 clusters Score -7992147 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 42036 members 
Entering Unmasked Estep 
Score: -7992234.000000 Penalty: 13153.123047
	Iteration 28Q: 3 clusters Score -7992234 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 42231 members 
Entering Unmasked Estep 
Score: -7992301.500000 Penalty: 13153.123047
	Iteration 29Q: 3 clusters Score -7992302 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 42379 members 
Entering Unmasked Estep 
Score: -7992315.000000 Penalty: 13153.123047
	Iteration 30Q: 3 clusters Score -7992315 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 42485 members 
Entering Unmasked Estep 
Score: -7992358.000000 Penalty: 13153.123047
	Iteration 31Q: 3 clusters Score -7992358 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 42574 members 
Entering Unmasked Estep 
Score: -7992390.500000 Penalty: 13153.123047
	Iteration 32Q: 3 clusters Score -7992390 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 42653 members 
Entering Unmasked Estep 
Score: -7992426.000000 Penalty: 13153.123047
	Iteration 33Q: 3 clusters Score -7992426 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 42721 members 
Entering Unmasked Estep 
Score: -7992457.500000 Penalty: 13153.123047
	Iteration 34Q: 3 clusters Score -7992458 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 42765 members 
Entering Unmasked Estep 
Score: -7992466.500000 Penalty: 13153.123047
	Iteration 35Q: 3 clusters Score -7992466 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 42804 members 
Entering Unmasked Estep 
Score: -7992463.500000 Penalty: 13153.123047
	Iteration 36Q: 3 clusters Score -7992464 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 42844 members 
Entering Unmasked Estep 
Score: -7992465.500000 Penalty: 13153.123047
	Iteration 37Q: 3 clusters Score -7992466 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 42867 members 
Entering Unmasked Estep 
Score: -7992474.500000 Penalty: 13153.123047
	Iteration 38Q: 3 clusters Score -7992474 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 42887 members 
Entering Unmasked Estep 
Score: -7992497.500000 Penalty: 13153.123047
	Iteration 39Q: 3 clusters Score -7992498 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 42910 members 
Entering Unmasked Estep 
Score: -7992500.500000 Penalty: 13153.123047
	Iteration 40F: 3 clusters Score -7992500 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 42931 members 
Entering Unmasked Estep 
Score: -7992505.500000 Penalty: 13153.123047
	Iteration 41Q: 3 clusters Score -7992506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 42945 members 
Entering Unmasked Estep 
Score: -7992509.000000 Penalty: 13153.123047
	Iteration 42Q: 3 clusters Score -7992509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 42954 members 
Entering Unmasked Estep 
Score: -7992517.000000 Penalty: 13153.123047
	Iteration 43Q: 3 clusters Score -7992517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 42959 members 
Entering Unmasked Estep 
Score: -7992509.500000 Penalty: 13153.123047
	Iteration 44Q: 3 clusters Score -7992510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 42968 members 
Entering Unmasked Estep 
Score: -7992525.500000 Penalty: 13153.123047
	Iteration 45Q: 3 clusters Score -7992526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 42978 members 
Entering Unmasked Estep 
Score: -7992531.500000 Penalty: 13153.123047
	Iteration 46Q: 3 clusters Score -7992532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 42986 members 
Entering Unmasked Estep 
Score: -7992535.000000 Penalty: 13153.123047
	Iteration 47Q: 3 clusters Score -7992535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 42993 members 
Entering Unmasked Estep 
Score: -7992540.500000 Penalty: 13153.123047
	Iteration 48Q: 3 clusters Score -7992540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 42996 members 
Entering Unmasked Estep 
Score: -7992538.500000 Penalty: 13153.123047
	Iteration 49Q: 3 clusters Score -7992538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 42999 members 
Entering Unmasked Estep 
Score: -7992534.500000 Penalty: 13153.123047
	Iteration 50Q: 3 clusters Score -7992534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 42999 members 
Entering Unmasked Estep 
Score: -7992534.500000 Penalty: 13153.123047
	Iteration 51F: 3 clusters Score -7992534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Entering Unmasked Estep 
Score: -1737917.875000 Penalty: 5673.430176
	Iteration 0F: 2 clusters Score -1737918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1727322.750000 Penalty: 11346.860352
	Iteration 0F: 3 clusters Score -1727323 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1729710.750000 Penalty: 11346.860352
	Iteration 1F: 3 clusters Score -1729711 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1730355.625000 Penalty: 11346.860352
	Iteration 2F: 3 clusters Score -1730356 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1730858.625000 Penalty: 11346.860352
	Iteration 3F: 3 clusters Score -1730859 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1731249.750000 Penalty: 11346.860352
	Iteration 4F: 3 clusters Score -1731250 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1731568.750000 Penalty: 11346.860352
	Iteration 5Q: 3 clusters Score -1731569 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1731857.625000 Penalty: 11346.860352
	Iteration 6Q: 3 clusters Score -1731858 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1732099.625000 Penalty: 11346.860352
	Iteration 7Q: 3 clusters Score -1732100 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1732302.625000 Penalty: 11346.860352
	Iteration 8Q: 3 clusters Score -1732303 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1732483.750000 Penalty: 11346.860352
	Iteration 9Q: 3 clusters Score -1732484 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1732659.500000 Penalty: 11346.860352
	Iteration 10Q: 3 clusters Score -1732660 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1732809.000000 Penalty: 11346.860352
	Iteration 11Q: 3 clusters Score -1732809 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1732936.250000 Penalty: 11346.860352
	Iteration 12Q: 3 clusters Score -1732936 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1733063.750000 Penalty: 11346.860352
	Iteration 13Q: 3 clusters Score -1733064 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1733177.500000 Penalty: 11346.860352
	Iteration 14Q: 3 clusters Score -1733178 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1733273.875000 Penalty: 11346.860352
	Iteration 15Q: 3 clusters Score -1733274 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1733359.000000 Penalty: 11346.860352
	Iteration 16Q: 3 clusters Score -1733359 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1733432.375000 Penalty: 11346.860352
	Iteration 17Q: 3 clusters Score -1733432 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1733497.750000 Penalty: 11346.860352
	Iteration 18Q: 3 clusters Score -1733498 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1733551.750000 Penalty: 11346.860352
	Iteration 19Q: 3 clusters Score -1733552 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1733610.375000 Penalty: 11346.860352
	Iteration 20F: 3 clusters Score -1733610 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1733653.625000 Penalty: 11346.860352
	Iteration 21Q: 3 clusters Score -1733654 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1733692.125000 Penalty: 11346.860352
	Iteration 22Q: 3 clusters Score -1733692 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1733729.375000 Penalty: 11346.860352
	Iteration 23Q: 3 clusters Score -1733729 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1733756.500000 Penalty: 11346.860352
	Iteration 24Q: 3 clusters Score -1733756 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1733769.375000 Penalty: 11346.860352
	Iteration 25Q: 3 clusters Score -1733769 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1733791.000000 Penalty: 11346.860352
	Iteration 26Q: 3 clusters Score -1733791 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1733806.500000 Penalty: 11346.860352
	Iteration 27Q: 3 clusters Score -1733806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1733818.500000 Penalty: 11346.860352
	Iteration 28Q: 3 clusters Score -1733818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1733820.750000 Penalty: 11346.860352
	Iteration 29Q: 3 clusters Score -1733821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1733828.125000 Penalty: 11346.860352
	Iteration 30Q: 3 clusters Score -1733828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1733830.375000 Penalty: 11346.860352
	Iteration 31Q: 3 clusters Score -1733830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1733832.375000 Penalty: 11346.860352
	Iteration 32Q: 3 clusters Score -1733832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1733835.500000 Penalty: 11346.860352
	Iteration 33Q: 3 clusters Score -1733836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1733834.750000 Penalty: 11346.860352
	Iteration 34Q: 3 clusters Score -1733835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1733839.000000 Penalty: 11346.860352
	Iteration 35Q: 3 clusters Score -1733839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1733839.750000 Penalty: 11346.860352
	Iteration 36Q: 3 clusters Score -1733840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1733836.375000 Penalty: 11346.860352
	Iteration 37Q: 3 clusters Score -1733836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1733841.000000 Penalty: 11346.860352
	Iteration 38Q: 3 clusters Score -1733841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1733843.500000 Penalty: 11346.860352
	Iteration 39Q: 3 clusters Score -1733844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1733845.375000 Penalty: 11346.860352
	Iteration 40F: 3 clusters Score -1733845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1733842.750000 Penalty: 11346.860352
	Iteration 41Q: 3 clusters Score -1733843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1733843.625000 Penalty: 11346.860352
	Iteration 42Q: 3 clusters Score -1733844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1733846.000000 Penalty: 11346.860352
	Iteration 43Q: 3 clusters Score -1733846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1733845.125000 Penalty: 11346.860352
	Iteration 44Q: 3 clusters Score -1733845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1733847.625000 Penalty: 11346.860352
	Iteration 45Q: 3 clusters Score -1733848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1733848.375000 Penalty: 11346.860352
	Iteration 46Q: 3 clusters Score -1733848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1733848.375000 Penalty: 11346.860352
	Iteration 47F: 3 clusters Score -1733848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (21013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Entering Unmasked Estep 
Score: -3644536.250000 Penalty: 6096.148926
	Iteration 0F: 2 clusters Score -3644536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -3627372.000000 Penalty: 12192.297852
	Iteration 0F: 3 clusters Score -3627372 nChanged 8584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -3632164.250000 Penalty: 12192.297852
	Iteration 1F: 3 clusters Score -3632164 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -3633165.250000 Penalty: 12192.297852
	Iteration 2F: 3 clusters Score -3633165 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -3633912.000000 Penalty: 12192.297852
	Iteration 3F: 3 clusters Score -3633912 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -3634439.750000 Penalty: 12192.297852
	Iteration 4Q: 3 clusters Score -3634440 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -3634834.500000 Penalty: 12192.297852
	Iteration 5Q: 3 clusters Score -3634834 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -3635169.250000 Penalty: 12192.297852
	Iteration 6Q: 3 clusters Score -3635169 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -3635511.250000 Penalty: 12192.297852
	Iteration 7Q: 3 clusters Score -3635511 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -3635846.750000 Penalty: 12192.297852
	Iteration 8Q: 3 clusters Score -3635847 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -3636185.750000 Penalty: 12192.297852
	Iteration 9Q: 3 clusters Score -3636186 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -3636565.500000 Penalty: 12192.297852
	Iteration 10Q: 3 clusters Score -3636566 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -3636973.500000 Penalty: 12192.297852
	Iteration 11Q: 3 clusters Score -3636974 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -3637395.250000 Penalty: 12192.297852
	Iteration 12Q: 3 clusters Score -3637395 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -3637878.750000 Penalty: 12192.297852
	Iteration 13Q: 3 clusters Score -3637879 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -3638411.750000 Penalty: 12192.297852
	Iteration 14Q: 3 clusters Score -3638412 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -3638958.750000 Penalty: 12192.297852
	Iteration 15Q: 3 clusters Score -3638959 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -3639464.000000 Penalty: 12192.297852
	Iteration 16Q: 3 clusters Score -3639464 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -3639883.250000 Penalty: 12192.297852
	Iteration 17Q: 3 clusters Score -3639883 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -3640279.250000 Penalty: 12192.297852
	Iteration 18Q: 3 clusters Score -3640279 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -3640544.500000 Penalty: 12192.297852
	Iteration 19Q: 3 clusters Score -3640544 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -3640761.250000 Penalty: 12192.297852
	Iteration 20F: 3 clusters Score -3640761 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -3640939.250000 Penalty: 12192.297852
	Iteration 21Q: 3 clusters Score -3640939 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -3641062.250000 Penalty: 12192.297852
	Iteration 22Q: 3 clusters Score -3641062 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -3641168.750000 Penalty: 12192.297852
	Iteration 23Q: 3 clusters Score -3641169 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -3641226.500000 Penalty: 12192.297852
	Iteration 24Q: 3 clusters Score -3641226 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3641266.250000 Penalty: 12192.297852
	Iteration 25Q: 3 clusters Score -3641266 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3641295.750000 Penalty: 12192.297852
	Iteration 26Q: 3 clusters Score -3641296 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3641326.750000 Penalty: 12192.297852
	Iteration 27Q: 3 clusters Score -3641327 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -3641352.250000 Penalty: 12192.297852
	Iteration 28Q: 3 clusters Score -3641352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -3641385.250000 Penalty: 12192.297852
	Iteration 29Q: 3 clusters Score -3641385 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -3641386.500000 Penalty: 12192.297852
	Iteration 30Q: 3 clusters Score -3641386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -3641396.000000 Penalty: 12192.297852
	Iteration 31Q: 3 clusters Score -3641396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -3641407.500000 Penalty: 12192.297852
	Iteration 32Q: 3 clusters Score -3641408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -3641415.500000 Penalty: 12192.297852
	Iteration 33Q: 3 clusters Score -3641416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -3641423.500000 Penalty: 12192.297852
	Iteration 34Q: 3 clusters Score -3641424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -3641424.750000 Penalty: 12192.297852
	Iteration 35Q: 3 clusters Score -3641425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -3641421.000000 Penalty: 12192.297852
	Iteration 36Q: 3 clusters Score -3641421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -3641422.250000 Penalty: 12192.297852
	Iteration 37Q: 3 clusters Score -3641422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3641422.750000 Penalty: 12192.297852
	Iteration 38Q: 3 clusters Score -3641423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3641422.750000 Penalty: 12192.297852
	Iteration 39F: 3 clusters Score -3641423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Entering Unmasked Estep 
Score: -137497.328125 Penalty: 4159.623047
	Iteration 0F: 2 clusters Score -137497.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -133559.062500 Penalty: 8319.246094
	Iteration 0F: 3 clusters Score -133559.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -133855.093750 Penalty: 8319.246094
	Iteration 1F: 3 clusters Score -133855.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -134021.015625 Penalty: 8319.246094
	Iteration 2Q: 3 clusters Score -134021 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -134132.234375 Penalty: 8319.246094
	Iteration 3Q: 3 clusters Score -134132.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -134179.765625 Penalty: 8319.246094
	Iteration 4Q: 3 clusters Score -134179.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -134193.187500 Penalty: 8319.246094
	Iteration 5Q: 3 clusters Score -134193.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -134215.125000 Penalty: 8319.246094
	Iteration 6Q: 3 clusters Score -134215.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -134225.421875 Penalty: 8319.246094
	Iteration 7Q: 3 clusters Score -134225.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -134230.953125 Penalty: 8319.246094
	Iteration 8Q: 3 clusters Score -134231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -134233.093750 Penalty: 8319.246094
	Iteration 9Q: 3 clusters Score -134233.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -134233.093750 Penalty: 8319.246094
	Iteration 10F: 3 clusters Score -134233.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Entering Unmasked Estep 
Score: -217953.062500 Penalty: 4437.526855
	Iteration 0F: 2 clusters Score -217953.1 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 707 members 
Entering Unmasked Estep 
Score: -213516.468750 Penalty: 8875.053711
	Iteration 0F: 3 clusters Score -213516.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -214101.937500 Penalty: 8875.053711
	Iteration 1F: 3 clusters Score -214101.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -214727.125000 Penalty: 8875.053711
	Iteration 2F: 3 clusters Score -214727.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -215560.078125 Penalty: 8875.053711
	Iteration 3F: 3 clusters Score -215560.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -216576.578125 Penalty: 8875.053711
	Iteration 4F: 3 clusters Score -216576.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -216997.343750 Penalty: 8875.053711
	Iteration 5F: 3 clusters Score -216997.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -217210.953125 Penalty: 8875.053711
	Iteration 6Q: 3 clusters Score -217211 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -217278.796875 Penalty: 8875.053711
	Iteration 7Q: 3 clusters Score -217278.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -217301.046875 Penalty: 8875.053711
	Iteration 8Q: 3 clusters Score -217301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -217326.906250 Penalty: 8875.053711
	Iteration 9Q: 3 clusters Score -217326.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -217357.000000 Penalty: 8875.053711
	Iteration 10Q: 3 clusters Score -217357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -217379.703125 Penalty: 8875.053711
	Iteration 11Q: 3 clusters Score -217379.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -217406.421875 Penalty: 8875.053711
	Iteration 12Q: 3 clusters Score -217406.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -217499.140625 Penalty: 8875.053711
	Iteration 13Q: 3 clusters Score -217499.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -217734.281250 Penalty: 8875.053711
	Iteration 14Q: 3 clusters Score -217734.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -218537.906250 Penalty: 8875.053711
	Iteration 15Q: 3 clusters Score -218537.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -219466.359375 Penalty: 8875.053711
	Iteration 16Q: 3 clusters Score -219466.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -219533.234375 Penalty: 8875.053711
	Iteration 17Q: 3 clusters Score -219533.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -219563.281250 Penalty: 8875.053711
	Iteration 18Q: 3 clusters Score -219563.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -219563.281250 Penalty: 8875.053711
	Iteration 19F: 3 clusters Score -219563.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 220259 members 
Mstep: Class 2 contains 173 members 
Mstep: Class 3 contains 2736 members 
Mstep: Class 4 contains 8935 members 
Mstep: Class 5 contains 25375 members 
Mstep: Class 6 contains 46039 members 
Mstep: Class 7 contains 10538 members 
Mstep: Class 8 contains 21013 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 303 members 
Mstep: Class 11 contains 14918 members 
Mstep: Class 12 contains 1563 members 
Mstep: Class 13 contains 1460 members 
Mstep: Class 14 contains 520182 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 64303 members 
Mstep: Class 17 contains 309863 members 
Mstep: Class 18 contains 28215 members 
Mstep: Class 19 contains 1760 members 
Mstep: Class 21 contains 94645 members 
Entering Unmasked Estep 
Score: -233328608.000000 Penalty: 173134.625000
Splitting cluster 10 changes total score from -233332080.000000 to -233328608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (14918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Entering Unmasked Estep 
Score: -2447355.250000 Penalty: 5886.323242
	Iteration 0F: 2 clusters Score -2447355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -2434061.500000 Penalty: 11772.646484
	Iteration 0F: 3 clusters Score -2434062 nChanged 5874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -2437608.250000 Penalty: 11772.646484
	Iteration 1F: 3 clusters Score -2437608 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -2438767.500000 Penalty: 11772.646484
	Iteration 2F: 3 clusters Score -2438768 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -2439986.000000 Penalty: 11772.646484
	Iteration 3F: 3 clusters Score -2439986 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -2440992.000000 Penalty: 11772.646484
	Iteration 4F: 3 clusters Score -2440992 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -2441785.000000 Penalty: 11772.646484
	Iteration 5F: 3 clusters Score -2441785 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -2442367.250000 Penalty: 11772.646484
	Iteration 6F: 3 clusters Score -2442367 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -2442731.250000 Penalty: 11772.646484
	Iteration 7Q: 3 clusters Score -2442731 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -2442999.500000 Penalty: 11772.646484
	Iteration 8Q: 3 clusters Score -2443000 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -2443193.250000 Penalty: 11772.646484
	Iteration 9Q: 3 clusters Score -2443193 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -2443320.000000 Penalty: 11772.646484
	Iteration 10Q: 3 clusters Score -2443320 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -2443408.750000 Penalty: 11772.646484
	Iteration 11Q: 3 clusters Score -2443409 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -2443490.000000 Penalty: 11772.646484
	Iteration 12Q: 3 clusters Score -2443490 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -2443546.750000 Penalty: 11772.646484
	Iteration 13Q: 3 clusters Score -2443547 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -2443587.250000 Penalty: 11772.646484
	Iteration 14Q: 3 clusters Score -2443587 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -2443636.750000 Penalty: 11772.646484
	Iteration 15Q: 3 clusters Score -2443637 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -2443677.750000 Penalty: 11772.646484
	Iteration 16Q: 3 clusters Score -2443678 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -2443721.250000 Penalty: 11772.646484
	Iteration 17Q: 3 clusters Score -2443721 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -2443759.750000 Penalty: 11772.646484
	Iteration 18Q: 3 clusters Score -2443760 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -2443789.000000 Penalty: 11772.646484
	Iteration 19Q: 3 clusters Score -2443789 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -2443813.750000 Penalty: 11772.646484
	Iteration 20F: 3 clusters Score -2443814 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -2443840.250000 Penalty: 11772.646484
	Iteration 21Q: 3 clusters Score -2443840 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -2443850.000000 Penalty: 11772.646484
	Iteration 22Q: 3 clusters Score -2443850 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -2443871.000000 Penalty: 11772.646484
	Iteration 23Q: 3 clusters Score -2443871 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -2443891.750000 Penalty: 11772.646484
	Iteration 24Q: 3 clusters Score -2443892 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -2443904.750000 Penalty: 11772.646484
	Iteration 25Q: 3 clusters Score -2443905 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -2443917.750000 Penalty: 11772.646484
	Iteration 26Q: 3 clusters Score -2443918 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -2443927.250000 Penalty: 11772.646484
	Iteration 27Q: 3 clusters Score -2443927 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -2443935.250000 Penalty: 11772.646484
	Iteration 28Q: 3 clusters Score -2443935 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -2443938.500000 Penalty: 11772.646484
	Iteration 29Q: 3 clusters Score -2443938 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -2443952.000000 Penalty: 11772.646484
	Iteration 30Q: 3 clusters Score -2443952 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -2443957.250000 Penalty: 11772.646484
	Iteration 31Q: 3 clusters Score -2443957 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -2443964.000000 Penalty: 11772.646484
	Iteration 32Q: 3 clusters Score -2443964 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -2443968.500000 Penalty: 11772.646484
	Iteration 33Q: 3 clusters Score -2443968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -2443968.500000 Penalty: 11772.646484
	Iteration 34Q: 3 clusters Score -2443968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -2443972.750000 Penalty: 11772.646484
	Iteration 35Q: 3 clusters Score -2443973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -2443974.750000 Penalty: 11772.646484
	Iteration 36Q: 3 clusters Score -2443975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -2443977.000000 Penalty: 11772.646484
	Iteration 37Q: 3 clusters Score -2443977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -2443983.750000 Penalty: 11772.646484
	Iteration 38Q: 3 clusters Score -2443984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -2443982.250000 Penalty: 11772.646484
	Iteration 39Q: 3 clusters Score -2443982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -2443984.250000 Penalty: 11772.646484
	Iteration 40F: 3 clusters Score -2443984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -2443985.250000 Penalty: 11772.646484
	Iteration 41Q: 3 clusters Score -2443985 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -2443985.000000 Penalty: 11772.646484
	Iteration 42Q: 3 clusters Score -2443985 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -2443991.250000 Penalty: 11772.646484
	Iteration 43Q: 3 clusters Score -2443991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -2443992.750000 Penalty: 11772.646484
	Iteration 44Q: 3 clusters Score -2443993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -2443991.750000 Penalty: 11772.646484
	Iteration 45Q: 3 clusters Score -2443992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -2443989.250000 Penalty: 11772.646484
	Iteration 46Q: 3 clusters Score -2443989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -2443989.500000 Penalty: 11772.646484
	Iteration 47Q: 3 clusters Score -2443990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -2443992.250000 Penalty: 11772.646484
	Iteration 48Q: 3 clusters Score -2443992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -2443989.250000 Penalty: 11772.646484
	Iteration 49Q: 3 clusters Score -2443989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -2443994.250000 Penalty: 11772.646484
	Iteration 50Q: 3 clusters Score -2443994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -2443993.500000 Penalty: 11772.646484
	Iteration 51Q: 3 clusters Score -2443994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -2443991.250000 Penalty: 11772.646484
	Iteration 52Q: 3 clusters Score -2443991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -2443994.250000 Penalty: 11772.646484
	Iteration 53Q: 3 clusters Score -2443994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -2443999.000000 Penalty: 11772.646484
	Iteration 54Q: 3 clusters Score -2443999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -2443997.250000 Penalty: 11772.646484
	Iteration 55Q: 3 clusters Score -2443997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -2443999.000000 Penalty: 11772.646484
	Iteration 56Q: 3 clusters Score -2443999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -2443995.250000 Penalty: 11772.646484
	Iteration 57Q: 3 clusters Score -2443995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -2444000.750000 Penalty: 11772.646484
	Iteration 58Q: 3 clusters Score -2444001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -2444000.750000 Penalty: 11772.646484
	Iteration 59F: 3 clusters Score -2444001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Entering Unmasked Estep 
Score: -250748.140625 Penalty: 4504.546875
	Iteration 0F: 2 clusters Score -250748.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -246045.421875 Penalty: 9009.093750
	Iteration 0F: 3 clusters Score -246045.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -246550.093750 Penalty: 9009.093750
	Iteration 1F: 3 clusters Score -246550.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -246674.421875 Penalty: 9009.093750
	Iteration 2Q: 3 clusters Score -246674.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -246736.390625 Penalty: 9009.093750
	Iteration 3Q: 3 clusters Score -246736.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -246801.343750 Penalty: 9009.093750
	Iteration 4Q: 3 clusters Score -246801.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -246850.156250 Penalty: 9009.093750
	Iteration 5Q: 3 clusters Score -246850.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -246889.000000 Penalty: 9009.093750
	Iteration 6Q: 3 clusters Score -246889 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -246933.343750 Penalty: 9009.093750
	Iteration 7Q: 3 clusters Score -246933.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -247012.500000 Penalty: 9009.093750
	Iteration 8Q: 3 clusters Score -247012.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -247078.203125 Penalty: 9009.093750
	Iteration 9Q: 3 clusters Score -247078.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -247118.781250 Penalty: 9009.093750
	Iteration 10Q: 3 clusters Score -247118.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -247176.609375 Penalty: 9009.093750
	Iteration 11Q: 3 clusters Score -247176.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -247231.203125 Penalty: 9009.093750
	Iteration 12Q: 3 clusters Score -247231.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -247264.031250 Penalty: 9009.093750
	Iteration 13Q: 3 clusters Score -247264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -247279.359375 Penalty: 9009.093750
	Iteration 14Q: 3 clusters Score -247279.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -247288.640625 Penalty: 9009.093750
	Iteration 15Q: 3 clusters Score -247288.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -247293.937500 Penalty: 9009.093750
	Iteration 16Q: 3 clusters Score -247293.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -247298.609375 Penalty: 9009.093750
	Iteration 17Q: 3 clusters Score -247298.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -247305.250000 Penalty: 9009.093750
	Iteration 18Q: 3 clusters Score -247305.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -247308.937500 Penalty: 9009.093750
	Iteration 19Q: 3 clusters Score -247308.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -247311.890625 Penalty: 9009.093750
	Iteration 20F: 3 clusters Score -247311.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -247321.187500 Penalty: 9009.093750
	Iteration 21Q: 3 clusters Score -247321.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -247322.687500 Penalty: 9009.093750
	Iteration 22Q: 3 clusters Score -247322.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -247323.375000 Penalty: 9009.093750
	Iteration 23Q: 3 clusters Score -247323.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -247323.375000 Penalty: 9009.093750
	Iteration 24F: 3 clusters Score -247323.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Entering Unmasked Estep 
Score: -225974.046875 Penalty: 4462.792480
	Iteration 0F: 2 clusters Score -225974 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 719 members 
Entering Unmasked Estep 
Score: -221477.046875 Penalty: 8925.584961
	Iteration 0F: 3 clusters Score -221477 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -222077.546875 Penalty: 8925.584961
	Iteration 1F: 3 clusters Score -222077.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -222280.484375 Penalty: 8925.584961
	Iteration 2F: 3 clusters Score -222280.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -222383.015625 Penalty: 8925.584961
	Iteration 3Q: 3 clusters Score -222383 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -222469.531250 Penalty: 8925.584961
	Iteration 4Q: 3 clusters Score -222469.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -222541.765625 Penalty: 8925.584961
	Iteration 5Q: 3 clusters Score -222541.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -222591.031250 Penalty: 8925.584961
	Iteration 6Q: 3 clusters Score -222591 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -222617.796875 Penalty: 8925.584961
	Iteration 7Q: 3 clusters Score -222617.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -222630.500000 Penalty: 8925.584961
	Iteration 8Q: 3 clusters Score -222630.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -222644.921875 Penalty: 8925.584961
	Iteration 9Q: 3 clusters Score -222644.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -222657.171875 Penalty: 8925.584961
	Iteration 10Q: 3 clusters Score -222657.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -222666.328125 Penalty: 8925.584961
	Iteration 11Q: 3 clusters Score -222666.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -222675.296875 Penalty: 8925.584961
	Iteration 12Q: 3 clusters Score -222675.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -222683.078125 Penalty: 8925.584961
	Iteration 13Q: 3 clusters Score -222683.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -222691.890625 Penalty: 8925.584961
	Iteration 14Q: 3 clusters Score -222691.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -222699.812500 Penalty: 8925.584961
	Iteration 15Q: 3 clusters Score -222699.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -222705.203125 Penalty: 8925.584961
	Iteration 16Q: 3 clusters Score -222705.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -222705.203125 Penalty: 8925.584961
	Iteration 17F: 3 clusters Score -222705.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (520182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520182 members 
Entering Unmasked Estep 
Score: -89291320.000000 Penalty: 8061.684570
	Iteration 0F: 2 clusters Score -8.929132e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260747 members 
Mstep: Class 2 contains 259435 members 
Entering Unmasked Estep 
Score: -88969760.000000 Penalty: 16123.369141
	Iteration 0F: 3 clusters Score -8.896976e+07 nChanged 249880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267053 members 
Mstep: Class 2 contains 253129 members 
Entering Unmasked Estep 
Score: -89116392.000000 Penalty: 16123.369141
	Iteration 1F: 3 clusters Score -8.911639e+07 nChanged 12350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271435 members 
Mstep: Class 2 contains 248747 members 
Entering Unmasked Estep 
Score: -89118968.000000 Penalty: 16123.369141
	Iteration 2Q: 3 clusters Score -8.911897e+07 nChanged 13181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278230 members 
Mstep: Class 2 contains 241952 members 
Entering Unmasked Estep 
Score: -89121792.000000 Penalty: 16123.369141
	Iteration 3Q: 3 clusters Score -8.912179e+07 nChanged 15079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288585 members 
Mstep: Class 2 contains 231597 members 
Entering Unmasked Estep 
Score: -89125904.000000 Penalty: 16123.369141
	Iteration 4Q: 3 clusters Score -8.91259e+07 nChanged 18469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304408 members 
Mstep: Class 2 contains 215774 members 
Entering Unmasked Estep 
Score: -89132552.000000 Penalty: 16123.369141
	Iteration 5Q: 3 clusters Score -8.913255e+07 nChanged 24669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327801 members 
Mstep: Class 2 contains 192381 members 
Entering Unmasked Estep 
Score: -89144504.000000 Penalty: 16123.369141
	Iteration 6Q: 3 clusters Score -8.91445e+07 nChanged 34101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361638 members 
Mstep: Class 2 contains 158544 members 
Entering Unmasked Estep 
Score: -89166432.000000 Penalty: 16123.369141
	Iteration 7F: 3 clusters Score -8.916643e+07 nChanged 44210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405804 members 
Mstep: Class 2 contains 114378 members 
Entering Unmasked Estep 
Score: -89202448.000000 Penalty: 16123.369141
	Iteration 8F: 3 clusters Score -8.920245e+07 nChanged 48218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454022 members 
Mstep: Class 2 contains 66160 members 
Entering Unmasked Estep 
Score: -89243776.000000 Penalty: 16123.369141
	Iteration 9F: 3 clusters Score -8.924378e+07 nChanged 37439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491461 members 
Mstep: Class 2 contains 28721 members 
Entering Unmasked Estep 
Score: -89268176.000000 Penalty: 16123.369141
	Iteration 10F: 3 clusters Score -8.926818e+07 nChanged 18560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510021 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -89278424.000000 Penalty: 16123.369141
	Iteration 11Q: 3 clusters Score -8.927842e+07 nChanged 6365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516384 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -89281944.000000 Penalty: 16123.369141
	Iteration 12Q: 3 clusters Score -8.928194e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518167 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -89283336.000000 Penalty: 16123.369141
	Iteration 13Q: 3 clusters Score -8.928334e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518658 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -89283920.000000 Penalty: 16123.369141
	Iteration 14Q: 3 clusters Score -8.928392e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518845 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -89284240.000000 Penalty: 16123.369141
	Iteration 15Q: 3 clusters Score -8.928424e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518945 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -89284456.000000 Penalty: 16123.369141
	Iteration 16Q: 3 clusters Score -8.928446e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519000 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -89284560.000000 Penalty: 16123.369141
	Iteration 17Q: 3 clusters Score -8.928456e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519033 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -89284592.000000 Penalty: 16123.369141
	Iteration 18Q: 3 clusters Score -8.928459e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519058 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -89284624.000000 Penalty: 16123.369141
	Iteration 19Q: 3 clusters Score -8.928462e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519069 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -89284656.000000 Penalty: 16123.369141
	Iteration 20F: 3 clusters Score -8.928466e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519075 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -89284720.000000 Penalty: 16123.369141
	Iteration 21Q: 3 clusters Score -8.928472e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519091 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -89284760.000000 Penalty: 16123.369141
	Iteration 22Q: 3 clusters Score -8.928476e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519095 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -89284792.000000 Penalty: 16123.369141
	Iteration 23Q: 3 clusters Score -8.928479e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519094 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -89284832.000000 Penalty: 16123.369141
	Iteration 24Q: 3 clusters Score -8.928483e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519095 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -89284856.000000 Penalty: 16123.369141
	Iteration 25Q: 3 clusters Score -8.928486e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519100 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -89284896.000000 Penalty: 16123.369141
	Iteration 26Q: 3 clusters Score -8.92849e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519106 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -89284880.000000 Penalty: 16123.369141
	Iteration 27Q: 3 clusters Score -8.928488e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519103 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -89284856.000000 Penalty: 16123.369141
	Iteration 28Q: 3 clusters Score -8.928486e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519104 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -89284832.000000 Penalty: 16123.369141
	Iteration 29Q: 3 clusters Score -8.928483e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519106 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -89284912.000000 Penalty: 16123.369141
	Iteration 30Q: 3 clusters Score -8.928491e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519105 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -89284872.000000 Penalty: 16123.369141
	Iteration 31Q: 3 clusters Score -8.928487e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519109 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -89284888.000000 Penalty: 16123.369141
	Iteration 32Q: 3 clusters Score -8.928489e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519112 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -89284848.000000 Penalty: 16123.369141
	Iteration 33Q: 3 clusters Score -8.928485e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519110 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -89284920.000000 Penalty: 16123.369141
	Iteration 34Q: 3 clusters Score -8.928492e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519110 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -89284928.000000 Penalty: 16123.369141
	Iteration 35Q: 3 clusters Score -8.928493e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519107 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -89284976.000000 Penalty: 16123.369141
	Iteration 36Q: 3 clusters Score -8.928498e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519106 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -89284968.000000 Penalty: 16123.369141
	Iteration 37Q: 3 clusters Score -8.928497e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519108 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -89284928.000000 Penalty: 16123.369141
	Iteration 38Q: 3 clusters Score -8.928493e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519106 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -89284976.000000 Penalty: 16123.369141
	Iteration 39Q: 3 clusters Score -8.928498e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519105 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -89284936.000000 Penalty: 16123.369141
	Iteration 40F: 3 clusters Score -8.928494e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519105 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -89284944.000000 Penalty: 16123.369141
	Iteration 41Q: 3 clusters Score -8.928494e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519107 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -89284920.000000 Penalty: 16123.369141
	Iteration 42Q: 3 clusters Score -8.928492e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519107 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -89284960.000000 Penalty: 16123.369141
	Iteration 43Q: 3 clusters Score -8.928496e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519106 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -89284944.000000 Penalty: 16123.369141
	Iteration 44Q: 3 clusters Score -8.928494e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519106 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -89284944.000000 Penalty: 16123.369141
	Iteration 45Q: 3 clusters Score -8.928494e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519106 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -89284912.000000 Penalty: 16123.369141
	Iteration 46Q: 3 clusters Score -8.928491e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519108 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -89284968.000000 Penalty: 16123.369141
	Iteration 47Q: 3 clusters Score -8.928497e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519108 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -89284968.000000 Penalty: 16123.369141
	Iteration 48Q: 3 clusters Score -8.928497e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519107 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -89284992.000000 Penalty: 16123.369141
	Iteration 49Q: 3 clusters Score -8.928499e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519106 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -89284944.000000 Penalty: 16123.369141
	Iteration 50Q: 3 clusters Score -8.928494e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519106 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -89284944.000000 Penalty: 16123.369141
	Iteration 51F: 3 clusters Score -8.928494e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (64303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64303 members 
Entering Unmasked Estep 
Score: -11119322.000000 Penalty: 6781.208984
	Iteration 0F: 2 clusters Score -1.111932e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32403 members 
Mstep: Class 2 contains 31900 members 
Entering Unmasked Estep 
Score: -11074322.000000 Penalty: 13562.417969
	Iteration 0F: 3 clusters Score -1.107432e+07 nChanged 28840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33587 members 
Mstep: Class 2 contains 30716 members 
Entering Unmasked Estep 
Score: -11089797.000000 Penalty: 13562.417969
	Iteration 1F: 3 clusters Score -1.10898e+07 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 29991 members 
Entering Unmasked Estep 
Score: -11090741.000000 Penalty: 13562.417969
	Iteration 2Q: 3 clusters Score -1.109074e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35336 members 
Mstep: Class 2 contains 28967 members 
Entering Unmasked Estep 
Score: -11091666.000000 Penalty: 13562.417969
	Iteration 3Q: 3 clusters Score -1.109167e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36647 members 
Mstep: Class 2 contains 27656 members 
Entering Unmasked Estep 
Score: -11092380.000000 Penalty: 13562.417969
	Iteration 4Q: 3 clusters Score -1.109238e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38336 members 
Mstep: Class 2 contains 25967 members 
Entering Unmasked Estep 
Score: -11093348.000000 Penalty: 13562.417969
	Iteration 5Q: 3 clusters Score -1.109335e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40515 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -11094603.000000 Penalty: 13562.417969
	Iteration 6Q: 3 clusters Score -1.10946e+07 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43222 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -11096438.000000 Penalty: 13562.417969
	Iteration 7Q: 3 clusters Score -1.109644e+07 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46519 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -11099006.000000 Penalty: 13562.417969
	Iteration 8F: 3 clusters Score -1.109901e+07 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50204 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -11102227.000000 Penalty: 13562.417969
	Iteration 9F: 3 clusters Score -1.110223e+07 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53775 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -11105749.000000 Penalty: 13562.417969
	Iteration 10F: 3 clusters Score -1.110575e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56709 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -11108812.000000 Penalty: 13562.417969
	Iteration 11F: 3 clusters Score -1.110881e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58692 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -11111481.000000 Penalty: 13562.417969
	Iteration 12Q: 3 clusters Score -1.111148e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59581 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -11113645.000000 Penalty: 13562.417969
	Iteration 13Q: 3 clusters Score -1.111364e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59669 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -11114801.000000 Penalty: 13562.417969
	Iteration 14Q: 3 clusters Score -1.11148e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59425 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -11115433.000000 Penalty: 13562.417969
	Iteration 15Q: 3 clusters Score -1.111543e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59092 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -11115844.000000 Penalty: 13562.417969
	Iteration 16Q: 3 clusters Score -1.111584e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58720 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -11116157.000000 Penalty: 13562.417969
	Iteration 17Q: 3 clusters Score -1.111616e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58341 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -11116416.000000 Penalty: 13562.417969
	Iteration 18Q: 3 clusters Score -1.111642e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57925 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -11116629.000000 Penalty: 13562.417969
	Iteration 19Q: 3 clusters Score -1.111663e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57515 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -11116847.000000 Penalty: 13562.417969
	Iteration 20F: 3 clusters Score -1.111685e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57084 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -11117083.000000 Penalty: 13562.417969
	Iteration 21Q: 3 clusters Score -1.111708e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56635 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -11117302.000000 Penalty: 13562.417969
	Iteration 22Q: 3 clusters Score -1.11173e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56215 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -11117504.000000 Penalty: 13562.417969
	Iteration 23Q: 3 clusters Score -1.11175e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55763 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -11117755.000000 Penalty: 13562.417969
	Iteration 24Q: 3 clusters Score -1.111776e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55282 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -11117941.000000 Penalty: 13562.417969
	Iteration 25Q: 3 clusters Score -1.111794e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54800 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -11118227.000000 Penalty: 13562.417969
	Iteration 26Q: 3 clusters Score -1.111823e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54282 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -11118430.000000 Penalty: 13562.417969
	Iteration 27Q: 3 clusters Score -1.111843e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53756 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -11118645.000000 Penalty: 13562.417969
	Iteration 28Q: 3 clusters Score -1.111864e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53172 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -11118933.000000 Penalty: 13562.417969
	Iteration 29Q: 3 clusters Score -1.111893e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52558 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -11119156.000000 Penalty: 13562.417969
	Iteration 30Q: 3 clusters Score -1.111916e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51937 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -11119468.000000 Penalty: 13562.417969
	Iteration 31Q: 3 clusters Score -1.111947e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51275 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -11119787.000000 Penalty: 13562.417969
	Iteration 32Q: 3 clusters Score -1.111979e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50605 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -11120067.000000 Penalty: 13562.417969
	Iteration 33Q: 3 clusters Score -1.112007e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49920 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -11120387.000000 Penalty: 13562.417969
	Iteration 34Q: 3 clusters Score -1.112039e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49237 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -11120726.000000 Penalty: 13562.417969
	Iteration 35Q: 3 clusters Score -1.112073e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48544 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -11121119.000000 Penalty: 13562.417969
	Iteration 36Q: 3 clusters Score -1.112112e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47860 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -11121449.000000 Penalty: 13562.417969
	Iteration 37Q: 3 clusters Score -1.112145e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47239 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -11121728.000000 Penalty: 13562.417969
	Iteration 38Q: 3 clusters Score -1.112173e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46696 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -11121937.000000 Penalty: 13562.417969
	Iteration 39Q: 3 clusters Score -1.112194e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46224 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -11122454.000000 Penalty: 13562.417969
	Iteration 40F: 3 clusters Score -1.112245e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45336 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -11123155.000000 Penalty: 13562.417969
	Iteration 41Q: 3 clusters Score -1.112316e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44389 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -11123777.000000 Penalty: 13562.417969
	Iteration 42Q: 3 clusters Score -1.112378e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43442 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -11124456.000000 Penalty: 13562.417969
	Iteration 43Q: 3 clusters Score -1.112446e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42565 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -11124932.000000 Penalty: 13562.417969
	Iteration 44Q: 3 clusters Score -1.112493e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41854 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -11125227.000000 Penalty: 13562.417969
	Iteration 45Q: 3 clusters Score -1.112523e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41231 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -11125512.000000 Penalty: 13562.417969
	Iteration 46Q: 3 clusters Score -1.112551e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40705 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -11125684.000000 Penalty: 13562.417969
	Iteration 47Q: 3 clusters Score -1.112568e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40277 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -11125809.000000 Penalty: 13562.417969
	Iteration 48Q: 3 clusters Score -1.112581e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39933 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -11125900.000000 Penalty: 13562.417969
	Iteration 49Q: 3 clusters Score -1.11259e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39677 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -11125919.000000 Penalty: 13562.417969
	Iteration 50Q: 3 clusters Score -1.112592e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39474 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
Score: -11125988.000000 Penalty: 13562.417969
	Iteration 51Q: 3 clusters Score -1.112599e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39327 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -11126007.000000 Penalty: 13562.417969
	Iteration 52Q: 3 clusters Score -1.112601e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39222 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -11126039.000000 Penalty: 13562.417969
	Iteration 53Q: 3 clusters Score -1.112604e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39157 members 
Mstep: Class 2 contains 25146 members 
Entering Unmasked Estep 
Score: -11126018.000000 Penalty: 13562.417969
	Iteration 54Q: 3 clusters Score -1.112602e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39111 members 
Mstep: Class 2 contains 25192 members 
Entering Unmasked Estep 
Score: -11126049.000000 Penalty: 13562.417969
	Iteration 55Q: 3 clusters Score -1.112605e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39076 members 
Mstep: Class 2 contains 25227 members 
Entering Unmasked Estep 
Score: -11126051.000000 Penalty: 13562.417969
	Iteration 56Q: 3 clusters Score -1.112605e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39049 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -11126073.000000 Penalty: 13562.417969
	Iteration 57Q: 3 clusters Score -1.112607e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39029 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -11126056.000000 Penalty: 13562.417969
	Iteration 58Q: 3 clusters Score -1.112606e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39005 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -11126069.000000 Penalty: 13562.417969
	Iteration 59Q: 3 clusters Score -1.112607e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38993 members 
Mstep: Class 2 contains 25310 members 
Entering Unmasked Estep 
Score: -11126058.000000 Penalty: 13562.417969
	Iteration 60F: 3 clusters Score -1.112606e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38983 members 
Mstep: Class 2 contains 25320 members 
Entering Unmasked Estep 
Score: -11126081.000000 Penalty: 13562.417969
	Iteration 61Q: 3 clusters Score -1.112608e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38972 members 
Mstep: Class 2 contains 25331 members 
Entering Unmasked Estep 
Score: -11126097.000000 Penalty: 13562.417969
	Iteration 62Q: 3 clusters Score -1.11261e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38966 members 
Mstep: Class 2 contains 25337 members 
Entering Unmasked Estep 
Score: -11126080.000000 Penalty: 13562.417969
	Iteration 63Q: 3 clusters Score -1.112608e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38963 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -11126071.000000 Penalty: 13562.417969
	Iteration 64Q: 3 clusters Score -1.112607e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38958 members 
Mstep: Class 2 contains 25345 members 
Entering Unmasked Estep 
Score: -11126084.000000 Penalty: 13562.417969
	Iteration 65Q: 3 clusters Score -1.112608e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38952 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -11126083.000000 Penalty: 13562.417969
	Iteration 66Q: 3 clusters Score -1.112608e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38948 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -11126082.000000 Penalty: 13562.417969
	Iteration 67Q: 3 clusters Score -1.112608e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38946 members 
Mstep: Class 2 contains 25357 members 
Entering Unmasked Estep 
Score: -11126074.000000 Penalty: 13562.417969
	Iteration 68Q: 3 clusters Score -1.112607e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38946 members 
Mstep: Class 2 contains 25357 members 
Entering Unmasked Estep 
Score: -11126074.000000 Penalty: 13562.417969
	Iteration 69F: 3 clusters Score -1.112607e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 220259 members 
Mstep: Class 2 contains 173 members 
Mstep: Class 3 contains 2736 members 
Mstep: Class 4 contains 8935 members 
Mstep: Class 5 contains 25375 members 
Mstep: Class 6 contains 46039 members 
Mstep: Class 7 contains 10538 members 
Mstep: Class 8 contains 21013 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1401 members 
Mstep: Class 11 contains 14918 members 
Mstep: Class 12 contains 1563 members 
Mstep: Class 13 contains 1460 members 
Mstep: Class 14 contains 520182 members 
Mstep: Class 15 contains 25357 members 
Mstep: Class 16 contains 38946 members 
Mstep: Class 17 contains 309863 members 
Mstep: Class 18 contains 28215 members 
Mstep: Class 19 contains 1760 members 
Mstep: Class 21 contains 94645 members 
Entering Unmasked Estep 
Score: -233336048.000000 Penalty: 173134.625000
Splitting cluster 16 changes total score from -233332080.000000 to -233336048.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 17 (309863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309863 members 
Entering Unmasked Estep 
Score: -53332620.000000 Penalty: 7744.379883
	Iteration 0F: 2 clusters Score -5.333262e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154391 members 
Mstep: Class 2 contains 155472 members 
Entering Unmasked Estep 
Score: -53130652.000000 Penalty: 15488.759766
	Iteration 0F: 3 clusters Score -5.313065e+07 nChanged 147198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147099 members 
Mstep: Class 2 contains 162764 members 
Entering Unmasked Estep 
Score: -53216576.000000 Penalty: 15488.759766
	Iteration 1F: 3 clusters Score -5.321658e+07 nChanged 10963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141934 members 
Mstep: Class 2 contains 167929 members 
Entering Unmasked Estep 
Score: -53219840.000000 Penalty: 15488.759766
	Iteration 2Q: 3 clusters Score -5.321984e+07 nChanged 12289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134305 members 
Mstep: Class 2 contains 175558 members 
Entering Unmasked Estep 
Score: -53223944.000000 Penalty: 15488.759766
	Iteration 3Q: 3 clusters Score -5.322394e+07 nChanged 15104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122825 members 
Mstep: Class 2 contains 187038 members 
Entering Unmasked Estep 
Score: -53230952.000000 Penalty: 15488.759766
	Iteration 4Q: 3 clusters Score -5.323095e+07 nChanged 18885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106690 members 
Mstep: Class 2 contains 203173 members 
Entering Unmasked Estep 
Score: -53242080.000000 Penalty: 15488.759766
	Iteration 5F: 3 clusters Score -5.324208e+07 nChanged 23182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85436 members 
Mstep: Class 2 contains 224427 members 
Entering Unmasked Estep 
Score: -53258880.000000 Penalty: 15488.759766
	Iteration 6F: 3 clusters Score -5.325888e+07 nChanged 24913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61657 members 
Mstep: Class 2 contains 248206 members 
Entering Unmasked Estep 
Score: -53279292.000000 Penalty: 15488.759766
	Iteration 7F: 3 clusters Score -5.327929e+07 nChanged 22213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40042 members 
Mstep: Class 2 contains 269821 members 
Entering Unmasked Estep 
Score: -53298172.000000 Penalty: 15488.759766
	Iteration 8F: 3 clusters Score -5.329817e+07 nChanged 15539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24831 members 
Mstep: Class 2 contains 285032 members 
Entering Unmasked Estep 
Score: -53311848.000000 Penalty: 15488.759766
	Iteration 9F: 3 clusters Score -5.331185e+07 nChanged 9102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 293810 members 
Entering Unmasked Estep 
Score: -53319472.000000 Penalty: 15488.759766
	Iteration 10Q: 3 clusters Score -5.331947e+07 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 298612 members 
Entering Unmasked Estep 
Score: -53323172.000000 Penalty: 15488.759766
	Iteration 11Q: 3 clusters Score -5.332317e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 301273 members 
Entering Unmasked Estep 
Score: -53324936.000000 Penalty: 15488.759766
	Iteration 12Q: 3 clusters Score -5.332494e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 302736 members 
Entering Unmasked Estep 
Score: -53325988.000000 Penalty: 15488.759766
	Iteration 13Q: 3 clusters Score -5.332599e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 303635 members 
Entering Unmasked Estep 
Score: -53326532.000000 Penalty: 15488.759766
	Iteration 14Q: 3 clusters Score -5.332653e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 304181 members 
Entering Unmasked Estep 
Score: -53326868.000000 Penalty: 15488.759766
	Iteration 15Q: 3 clusters Score -5.332687e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 304550 members 
Entering Unmasked Estep 
Score: -53327152.000000 Penalty: 15488.759766
	Iteration 16Q: 3 clusters Score -5.332715e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 304773 members 
Entering Unmasked Estep 
Score: -53327440.000000 Penalty: 15488.759766
	Iteration 17Q: 3 clusters Score -5.332744e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 304988 members 
Entering Unmasked Estep 
Score: -53327564.000000 Penalty: 15488.759766
	Iteration 18Q: 3 clusters Score -5.332756e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 305139 members 
Entering Unmasked Estep 
Score: -53327664.000000 Penalty: 15488.759766
	Iteration 19Q: 3 clusters Score -5.332766e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 305243 members 
Entering Unmasked Estep 
Score: -53327780.000000 Penalty: 15488.759766
	Iteration 20F: 3 clusters Score -5.332778e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 305303 members 
Entering Unmasked Estep 
Score: -53327812.000000 Penalty: 15488.759766
	Iteration 21Q: 3 clusters Score -5.332781e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 305336 members 
Entering Unmasked Estep 
Score: -53327860.000000 Penalty: 15488.759766
	Iteration 22Q: 3 clusters Score -5.332786e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 305391 members 
Entering Unmasked Estep 
Score: -53327928.000000 Penalty: 15488.759766
	Iteration 23Q: 3 clusters Score -5.332793e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 305436 members 
Entering Unmasked Estep 
Score: -53327976.000000 Penalty: 15488.759766
	Iteration 24Q: 3 clusters Score -5.332798e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 305485 members 
Entering Unmasked Estep 
Score: -53328100.000000 Penalty: 15488.759766
	Iteration 25Q: 3 clusters Score -5.33281e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 305509 members 
Entering Unmasked Estep 
Score: -53328088.000000 Penalty: 15488.759766
	Iteration 26Q: 3 clusters Score -5.332809e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 305531 members 
Entering Unmasked Estep 
Score: -53328096.000000 Penalty: 15488.759766
	Iteration 27Q: 3 clusters Score -5.33281e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 305538 members 
Entering Unmasked Estep 
Score: -53328112.000000 Penalty: 15488.759766
	Iteration 28Q: 3 clusters Score -5.332811e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 305548 members 
Entering Unmasked Estep 
Score: -53328156.000000 Penalty: 15488.759766
	Iteration 29Q: 3 clusters Score -5.332816e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 305556 members 
Entering Unmasked Estep 
Score: -53328208.000000 Penalty: 15488.759766
	Iteration 30Q: 3 clusters Score -5.332821e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 305590 members 
Entering Unmasked Estep 
Score: -53328248.000000 Penalty: 15488.759766
	Iteration 31Q: 3 clusters Score -5.332825e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 305607 members 
Entering Unmasked Estep 
Score: -53328232.000000 Penalty: 15488.759766
	Iteration 32Q: 3 clusters Score -5.332823e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 305613 members 
Entering Unmasked Estep 
Score: -53328324.000000 Penalty: 15488.759766
	Iteration 33Q: 3 clusters Score -5.332832e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 305619 members 
Entering Unmasked Estep 
Score: -53328392.000000 Penalty: 15488.759766
	Iteration 34Q: 3 clusters Score -5.332839e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 305596 members 
Entering Unmasked Estep 
Score: -53328464.000000 Penalty: 15488.759766
	Iteration 35Q: 3 clusters Score -5.332846e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 305512 members 
Entering Unmasked Estep 
Score: -53328532.000000 Penalty: 15488.759766
	Iteration 36Q: 3 clusters Score -5.332853e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 305419 members 
Entering Unmasked Estep 
Score: -53328612.000000 Penalty: 15488.759766
	Iteration 37Q: 3 clusters Score -5.332861e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 305327 members 
Entering Unmasked Estep 
Score: -53328760.000000 Penalty: 15488.759766
	Iteration 38Q: 3 clusters Score -5.332876e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 305255 members 
Entering Unmasked Estep 
Score: -53328688.000000 Penalty: 15488.759766
	Iteration 39Q: 3 clusters Score -5.332869e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 305188 members 
Entering Unmasked Estep 
Score: -53328728.000000 Penalty: 15488.759766
	Iteration 40F: 3 clusters Score -5.332873e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 305102 members 
Entering Unmasked Estep 
Score: -53328836.000000 Penalty: 15488.759766
	Iteration 41Q: 3 clusters Score -5.332884e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 305029 members 
Entering Unmasked Estep 
Score: -53328888.000000 Penalty: 15488.759766
	Iteration 42Q: 3 clusters Score -5.332889e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 304957 members 
Entering Unmasked Estep 
Score: -53328884.000000 Penalty: 15488.759766
	Iteration 43Q: 3 clusters Score -5.332888e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 304884 members 
Entering Unmasked Estep 
Score: -53328944.000000 Penalty: 15488.759766
	Iteration 44Q: 3 clusters Score -5.332894e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 304826 members 
Entering Unmasked Estep 
Score: -53328960.000000 Penalty: 15488.759766
	Iteration 45Q: 3 clusters Score -5.332896e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 304744 members 
Entering Unmasked Estep 
Score: -53328984.000000 Penalty: 15488.759766
	Iteration 46Q: 3 clusters Score -5.332898e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 304692 members 
Entering Unmasked Estep 
Score: -53328996.000000 Penalty: 15488.759766
	Iteration 47Q: 3 clusters Score -5.3329e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 304635 members 
Entering Unmasked Estep 
Score: -53329032.000000 Penalty: 15488.759766
	Iteration 48Q: 3 clusters Score -5.332903e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 304587 members 
Entering Unmasked Estep 
Score: -53329080.000000 Penalty: 15488.759766
	Iteration 49Q: 3 clusters Score -5.332908e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 304541 members 
Entering Unmasked Estep 
Score: -53329088.000000 Penalty: 15488.759766
	Iteration 50Q: 3 clusters Score -5.332909e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 304512 members 
Entering Unmasked Estep 
Score: -53329096.000000 Penalty: 15488.759766
	Iteration 51Q: 3 clusters Score -5.33291e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 304493 members 
Entering Unmasked Estep 
Score: -53329076.000000 Penalty: 15488.759766
	Iteration 52Q: 3 clusters Score -5.332908e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 304476 members 
Entering Unmasked Estep 
Score: -53329092.000000 Penalty: 15488.759766
	Iteration 53Q: 3 clusters Score -5.332909e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 304466 members 
Entering Unmasked Estep 
Score: -53329100.000000 Penalty: 15488.759766
	Iteration 54Q: 3 clusters Score -5.33291e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 304446 members 
Entering Unmasked Estep 
Score: -53329096.000000 Penalty: 15488.759766
	Iteration 55Q: 3 clusters Score -5.33291e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 304421 members 
Entering Unmasked Estep 
Score: -53329072.000000 Penalty: 15488.759766
	Iteration 56Q: 3 clusters Score -5.332907e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 304398 members 
Entering Unmasked Estep 
Score: -53329132.000000 Penalty: 15488.759766
	Iteration 57Q: 3 clusters Score -5.332913e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 304384 members 
Entering Unmasked Estep 
Score: -53329148.000000 Penalty: 15488.759766
	Iteration 58Q: 3 clusters Score -5.332915e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 304375 members 
Entering Unmasked Estep 
Score: -53329128.000000 Penalty: 15488.759766
	Iteration 59Q: 3 clusters Score -5.332913e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 304347 members 
Entering Unmasked Estep 
Score: -53329136.000000 Penalty: 15488.759766
	Iteration 60F: 3 clusters Score -5.332914e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 304328 members 
Entering Unmasked Estep 
Score: -53329148.000000 Penalty: 15488.759766
	Iteration 61Q: 3 clusters Score -5.332915e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 304317 members 
Entering Unmasked Estep 
Score: -53329156.000000 Penalty: 15488.759766
	Iteration 62Q: 3 clusters Score -5.332916e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 304297 members 
Entering Unmasked Estep 
Score: -53329152.000000 Penalty: 15488.759766
	Iteration 63Q: 3 clusters Score -5.332915e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 304281 members 
Entering Unmasked Estep 
Score: -53329228.000000 Penalty: 15488.759766
	Iteration 64Q: 3 clusters Score -5.332923e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 304268 members 
Entering Unmasked Estep 
Score: -53329228.000000 Penalty: 15488.759766
	Iteration 65Q: 3 clusters Score -5.332923e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 304247 members 
Entering Unmasked Estep 
Score: -53329188.000000 Penalty: 15488.759766
	Iteration 66Q: 3 clusters Score -5.332919e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 304223 members 
Entering Unmasked Estep 
Score: -53329172.000000 Penalty: 15488.759766
	Iteration 67Q: 3 clusters Score -5.332917e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 304209 members 
Entering Unmasked Estep 
Score: -53329204.000000 Penalty: 15488.759766
	Iteration 68Q: 3 clusters Score -5.33292e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 304204 members 
Entering Unmasked Estep 
Score: -53329184.000000 Penalty: 15488.759766
	Iteration 69Q: 3 clusters Score -5.332918e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 304192 members 
Entering Unmasked Estep 
Score: -53329104.000000 Penalty: 15488.759766
	Iteration 70Q: 3 clusters Score -5.33291e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 304182 members 
Entering Unmasked Estep 
Score: -53329144.000000 Penalty: 15488.759766
	Iteration 71Q: 3 clusters Score -5.332914e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 304171 members 
Entering Unmasked Estep 
Score: -53329192.000000 Penalty: 15488.759766
	Iteration 72Q: 3 clusters Score -5.332919e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 304159 members 
Entering Unmasked Estep 
Score: -53329172.000000 Penalty: 15488.759766
	Iteration 73Q: 3 clusters Score -5.332917e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 304147 members 
Entering Unmasked Estep 
Score: -53329148.000000 Penalty: 15488.759766
	Iteration 74Q: 3 clusters Score -5.332915e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 304133 members 
Entering Unmasked Estep 
Score: -53329140.000000 Penalty: 15488.759766
	Iteration 75Q: 3 clusters Score -5.332914e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 304119 members 
Entering Unmasked Estep 
Score: -53329160.000000 Penalty: 15488.759766
	Iteration 76Q: 3 clusters Score -5.332916e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 304111 members 
Entering Unmasked Estep 
Score: -53329148.000000 Penalty: 15488.759766
	Iteration 77Q: 3 clusters Score -5.332915e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 304102 members 
Entering Unmasked Estep 
Score: -53329168.000000 Penalty: 15488.759766
	Iteration 78Q: 3 clusters Score -5.332917e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 304090 members 
Entering Unmasked Estep 
Score: -53329180.000000 Penalty: 15488.759766
	Iteration 79Q: 3 clusters Score -5.332918e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 304074 members 
Entering Unmasked Estep 
Score: -53329156.000000 Penalty: 15488.759766
	Iteration 80F: 3 clusters Score -5.332916e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 304060 members 
Entering Unmasked Estep 
Score: -53329148.000000 Penalty: 15488.759766
	Iteration 81Q: 3 clusters Score -5.332915e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 304039 members 
Entering Unmasked Estep 
Score: -53329132.000000 Penalty: 15488.759766
	Iteration 82Q: 3 clusters Score -5.332913e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 304018 members 
Entering Unmasked Estep 
Score: -53329184.000000 Penalty: 15488.759766
	Iteration 83Q: 3 clusters Score -5.332918e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 304003 members 
Entering Unmasked Estep 
Score: -53329148.000000 Penalty: 15488.759766
	Iteration 84Q: 3 clusters Score -5.332915e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 303993 members 
Entering Unmasked Estep 
Score: -53329148.000000 Penalty: 15488.759766
	Iteration 85Q: 3 clusters Score -5.332915e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 303973 members 
Entering Unmasked Estep 
Score: -53329192.000000 Penalty: 15488.759766
	Iteration 86Q: 3 clusters Score -5.332919e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 303955 members 
Entering Unmasked Estep 
Score: -53329228.000000 Penalty: 15488.759766
	Iteration 87Q: 3 clusters Score -5.332923e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 303933 members 
Entering Unmasked Estep 
Score: -53329192.000000 Penalty: 15488.759766
	Iteration 88Q: 3 clusters Score -5.332919e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 303912 members 
Entering Unmasked Estep 
Score: -53329184.000000 Penalty: 15488.759766
	Iteration 89Q: 3 clusters Score -5.332918e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 303900 members 
Entering Unmasked Estep 
Score: -53329204.000000 Penalty: 15488.759766
	Iteration 90Q: 3 clusters Score -5.33292e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 303885 members 
Entering Unmasked Estep 
Score: -53329184.000000 Penalty: 15488.759766
	Iteration 91Q: 3 clusters Score -5.332918e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 303870 members 
Entering Unmasked Estep 
Score: -53329156.000000 Penalty: 15488.759766
	Iteration 92Q: 3 clusters Score -5.332916e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 303859 members 
Entering Unmasked Estep 
Score: -53329176.000000 Penalty: 15488.759766
	Iteration 93Q: 3 clusters Score -5.332918e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 303853 members 
Entering Unmasked Estep 
Score: -53329156.000000 Penalty: 15488.759766
	Iteration 94Q: 3 clusters Score -5.332916e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 303844 members 
Entering Unmasked Estep 
Score: -53329228.000000 Penalty: 15488.759766
	Iteration 95Q: 3 clusters Score -5.332923e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 303839 members 
Entering Unmasked Estep 
Score: -53329232.000000 Penalty: 15488.759766
	Iteration 96Q: 3 clusters Score -5.332923e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 303831 members 
Entering Unmasked Estep 
Score: -53329204.000000 Penalty: 15488.759766
	Iteration 97Q: 3 clusters Score -5.33292e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 303823 members 
Entering Unmasked Estep 
Score: -53329224.000000 Penalty: 15488.759766
	Iteration 98Q: 3 clusters Score -5.332922e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 303815 members 
Entering Unmasked Estep 
Score: -53329192.000000 Penalty: 15488.759766
	Iteration 99Q: 3 clusters Score -5.332919e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 303805 members 
Entering Unmasked Estep 
Score: -53329184.000000 Penalty: 15488.759766
	Iteration 100F: 3 clusters Score -5.332918e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 303796 members 
Entering Unmasked Estep 
Score: -53329204.000000 Penalty: 15488.759766
	Iteration 101Q: 3 clusters Score -5.33292e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 303787 members 
Entering Unmasked Estep 
Score: -53329208.000000 Penalty: 15488.759766
	Iteration 102Q: 3 clusters Score -5.332921e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 303781 members 
Entering Unmasked Estep 
Score: -53329180.000000 Penalty: 15488.759766
	Iteration 103Q: 3 clusters Score -5.332918e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 303776 members 
Entering Unmasked Estep 
Score: -53329188.000000 Penalty: 15488.759766
	Iteration 104Q: 3 clusters Score -5.332919e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 303770 members 
Entering Unmasked Estep 
Score: -53329184.000000 Penalty: 15488.759766
	Iteration 105Q: 3 clusters Score -5.332918e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 303766 members 
Entering Unmasked Estep 
Score: -53329224.000000 Penalty: 15488.759766
	Iteration 106Q: 3 clusters Score -5.332922e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 303764 members 
Entering Unmasked Estep 
Score: -53329188.000000 Penalty: 15488.759766
	Iteration 107Q: 3 clusters Score -5.332919e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 303762 members 
Entering Unmasked Estep 
Score: -53329184.000000 Penalty: 15488.759766
	Iteration 108Q: 3 clusters Score -5.332918e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 303760 members 
Entering Unmasked Estep 
Score: -53329208.000000 Penalty: 15488.759766
	Iteration 109Q: 3 clusters Score -5.332921e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 303757 members 
Entering Unmasked Estep 
Score: -53329188.000000 Penalty: 15488.759766
	Iteration 110Q: 3 clusters Score -5.332919e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 303756 members 
Entering Unmasked Estep 
Score: -53329192.000000 Penalty: 15488.759766
	Iteration 111Q: 3 clusters Score -5.332919e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 303753 members 
Entering Unmasked Estep 
Score: -53329204.000000 Penalty: 15488.759766
	Iteration 112Q: 3 clusters Score -5.33292e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 303750 members 
Entering Unmasked Estep 
Score: -53329184.000000 Penalty: 15488.759766
	Iteration 113Q: 3 clusters Score -5.332918e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 303748 members 
Entering Unmasked Estep 
Score: -53329196.000000 Penalty: 15488.759766
	Iteration 114Q: 3 clusters Score -5.33292e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 303744 members 
Entering Unmasked Estep 
Score: -53329148.000000 Penalty: 15488.759766
	Iteration 115Q: 3 clusters Score -5.332915e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 303741 members 
Entering Unmasked Estep 
Score: -53329200.000000 Penalty: 15488.759766
	Iteration 116Q: 3 clusters Score -5.33292e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 303737 members 
Entering Unmasked Estep 
Score: -53329176.000000 Penalty: 15488.759766
	Iteration 117Q: 3 clusters Score -5.332918e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 303737 members 
Entering Unmasked Estep 
Score: -53329196.000000 Penalty: 15488.759766
	Iteration 118Q: 3 clusters Score -5.33292e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 303733 members 
Entering Unmasked Estep 
Score: -53329216.000000 Penalty: 15488.759766
	Iteration 119Q: 3 clusters Score -5.332922e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 303731 members 
Entering Unmasked Estep 
Score: -53329216.000000 Penalty: 15488.759766
	Iteration 120F: 3 clusters Score -5.332922e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 303729 members 
Entering Unmasked Estep 
Score: -53329240.000000 Penalty: 15488.759766
	Iteration 121Q: 3 clusters Score -5.332924e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 303727 members 
Entering Unmasked Estep 
Score: -53329244.000000 Penalty: 15488.759766
	Iteration 122Q: 3 clusters Score -5.332924e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 303728 members 
Entering Unmasked Estep 
Score: -53329220.000000 Penalty: 15488.759766
	Iteration 123Q: 3 clusters Score -5.332922e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 303728 members 
Entering Unmasked Estep 
Score: -53329204.000000 Penalty: 15488.759766
	Iteration 124Q: 3 clusters Score -5.33292e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 303729 members 
Entering Unmasked Estep 
Score: -53329204.000000 Penalty: 15488.759766
	Iteration 125Q: 3 clusters Score -5.33292e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 303730 members 
Entering Unmasked Estep 
Score: -53329212.000000 Penalty: 15488.759766
	Iteration 126Q: 3 clusters Score -5.332921e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 303731 members 
Entering Unmasked Estep 
Score: -53329216.000000 Penalty: 15488.759766
	Iteration 127Q: 3 clusters Score -5.332922e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 303731 members 
Entering Unmasked Estep 
Score: -53329216.000000 Penalty: 15488.759766
	Iteration 128F: 3 clusters Score -5.332922e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (28215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28215 members 
Entering Unmasked Estep 
Score: -4810952.500000 Penalty: 6276.660645
	Iteration 0F: 2 clusters Score -4810952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -4789298.000000 Penalty: 12553.321289
	Iteration 0F: 3 clusters Score -4789298 nChanged 11698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -4795355.000000 Penalty: 12553.321289
	Iteration 1F: 3 clusters Score -4795355 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -4796056.500000 Penalty: 12553.321289
	Iteration 2F: 3 clusters Score -4796056 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -4796574.000000 Penalty: 12553.321289
	Iteration 3Q: 3 clusters Score -4796574 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -4796996.500000 Penalty: 12553.321289
	Iteration 4Q: 3 clusters Score -4796996 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -4797292.500000 Penalty: 12553.321289
	Iteration 5Q: 3 clusters Score -4797292 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -4797541.000000 Penalty: 12553.321289
	Iteration 6Q: 3 clusters Score -4797541 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -4797804.000000 Penalty: 12553.321289
	Iteration 7Q: 3 clusters Score -4797804 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -4798028.000000 Penalty: 12553.321289
	Iteration 8Q: 3 clusters Score -4798028 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -4798272.500000 Penalty: 12553.321289
	Iteration 9Q: 3 clusters Score -4798272 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -4798559.500000 Penalty: 12553.321289
	Iteration 10Q: 3 clusters Score -4798560 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -4798908.000000 Penalty: 12553.321289
	Iteration 11Q: 3 clusters Score -4798908 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -4799378.000000 Penalty: 12553.321289
	Iteration 12Q: 3 clusters Score -4799378 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -4799962.500000 Penalty: 12553.321289
	Iteration 13Q: 3 clusters Score -4799962 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -4800685.000000 Penalty: 12553.321289
	Iteration 14Q: 3 clusters Score -4800685 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -4801558.500000 Penalty: 12553.321289
	Iteration 15Q: 3 clusters Score -4801558 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -4802445.500000 Penalty: 12553.321289
	Iteration 16Q: 3 clusters Score -4802446 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -4803254.000000 Penalty: 12553.321289
	Iteration 17Q: 3 clusters Score -4803254 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -4803920.500000 Penalty: 12553.321289
	Iteration 18Q: 3 clusters Score -4803920 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 26440 members 
Entering Unmasked Estep 
Score: -4804396.500000 Penalty: 12553.321289
	Iteration 19Q: 3 clusters Score -4804396 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 26784 members 
Entering Unmasked Estep 
Score: -4804673.000000 Penalty: 12553.321289
	Iteration 20F: 3 clusters Score -4804673 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 26992 members 
Entering Unmasked Estep 
Score: -4804848.000000 Penalty: 12553.321289
	Iteration 21Q: 3 clusters Score -4804848 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 27135 members 
Entering Unmasked Estep 
Score: -4805006.500000 Penalty: 12553.321289
	Iteration 22Q: 3 clusters Score -4805006 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 27232 members 
Entering Unmasked Estep 
Score: -4805111.000000 Penalty: 12553.321289
	Iteration 23Q: 3 clusters Score -4805111 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -4805212.500000 Penalty: 12553.321289
	Iteration 24Q: 3 clusters Score -4805212 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 27373 members 
Entering Unmasked Estep 
Score: -4805288.000000 Penalty: 12553.321289
	Iteration 25Q: 3 clusters Score -4805288 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -4805340.000000 Penalty: 12553.321289
	Iteration 26Q: 3 clusters Score -4805340 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 27442 members 
Entering Unmasked Estep 
Score: -4805366.500000 Penalty: 12553.321289
	Iteration 27Q: 3 clusters Score -4805366 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 27457 members 
Entering Unmasked Estep 
Score: -4805394.000000 Penalty: 12553.321289
	Iteration 28Q: 3 clusters Score -4805394 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -4805399.500000 Penalty: 12553.321289
	Iteration 29Q: 3 clusters Score -4805400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 27484 members 
Entering Unmasked Estep 
Score: -4805411.500000 Penalty: 12553.321289
	Iteration 30Q: 3 clusters Score -4805412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
Score: -4805423.000000 Penalty: 12553.321289
	Iteration 31Q: 3 clusters Score -4805423 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 27504 members 
Entering Unmasked Estep 
Score: -4805442.000000 Penalty: 12553.321289
	Iteration 32Q: 3 clusters Score -4805442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 27515 members 
Entering Unmasked Estep 
Score: -4805458.000000 Penalty: 12553.321289
	Iteration 33Q: 3 clusters Score -4805458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 27521 members 
Entering Unmasked Estep 
Score: -4805468.500000 Penalty: 12553.321289
	Iteration 34Q: 3 clusters Score -4805468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 27526 members 
Entering Unmasked Estep 
Score: -4805472.500000 Penalty: 12553.321289
	Iteration 35Q: 3 clusters Score -4805472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 27527 members 
Entering Unmasked Estep 
Score: -4805476.000000 Penalty: 12553.321289
	Iteration 36Q: 3 clusters Score -4805476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 27526 members 
Entering Unmasked Estep 
Score: -4805480.500000 Penalty: 12553.321289
	Iteration 37Q: 3 clusters Score -4805480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 27525 members 
Entering Unmasked Estep 
Score: -4805480.000000 Penalty: 12553.321289
	Iteration 38Q: 3 clusters Score -4805480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 27525 members 
Entering Unmasked Estep 
Score: -4805480.000000 Penalty: 12553.321289
	Iteration 39F: 3 clusters Score -4805480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Entering Unmasked Estep 
Score: -257926.734375 Penalty: 4577.254883
	Iteration 0F: 2 clusters Score -257926.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -253295.046875 Penalty: 9154.509766
	Iteration 0F: 3 clusters Score -253295 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -253983.234375 Penalty: 9154.509766
	Iteration 1F: 3 clusters Score -253983.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -254406.828125 Penalty: 9154.509766
	Iteration 2F: 3 clusters Score -254406.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -254837.859375 Penalty: 9154.509766
	Iteration 3F: 3 clusters Score -254837.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -255255.796875 Penalty: 9154.509766
	Iteration 4F: 3 clusters Score -255255.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -255929.562500 Penalty: 9154.509766
	Iteration 5F: 3 clusters Score -255929.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -256804.218750 Penalty: 9154.509766
	Iteration 6F: 3 clusters Score -256804.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -257698.156250 Penalty: 9154.509766
	Iteration 7F: 3 clusters Score -257698.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -258266.765625 Penalty: 9154.509766
	Iteration 8F: 3 clusters Score -258266.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -258509.468750 Penalty: 9154.509766
	Iteration 9Q: 3 clusters Score -258509.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -258554.265625 Penalty: 9154.509766
	Iteration 10Q: 3 clusters Score -258554.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -258559.656250 Penalty: 9154.509766
	Iteration 11Q: 3 clusters Score -258559.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -258559.656250 Penalty: 9154.509766
	Iteration 12F: 3 clusters Score -258559.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 220259 members 
Mstep: Class 2 contains 173 members 
Mstep: Class 3 contains 2736 members 
Mstep: Class 4 contains 8935 members 
Mstep: Class 5 contains 25375 members 
Mstep: Class 6 contains 46039 members 
Mstep: Class 7 contains 10538 members 
Mstep: Class 8 contains 21013 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1401 members 
Mstep: Class 11 contains 14918 members 
Mstep: Class 12 contains 1563 members 
Mstep: Class 13 contains 1460 members 
Mstep: Class 14 contains 520182 members 
Mstep: Class 15 contains 25357 members 
Mstep: Class 16 contains 38946 members 
Mstep: Class 17 contains 309863 members 
Mstep: Class 18 contains 28215 members 
Mstep: Class 19 contains 1003 members 
Mstep: Class 20 contains 757 members 
Mstep: Class 21 contains 94645 members 
Entering Unmasked Estep 
Score: -233332496.000000 Penalty: 181791.359375
Splitting cluster 19 changes total score from -233332080.000000 to -233332496.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 21 (94645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94645 members 
Entering Unmasked Estep 
Score: -15990463.000000 Penalty: 7017.956543
	Iteration 0F: 2 clusters Score -1.599046e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47195 members 
Mstep: Class 2 contains 47450 members 
Entering Unmasked Estep 
Score: -15925286.000000 Penalty: 14035.913086
	Iteration 0F: 3 clusters Score -1.592529e+07 nChanged 43373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46516 members 
Mstep: Class 2 contains 48129 members 
Entering Unmasked Estep 
Score: -15949256.000000 Penalty: 14035.913086
	Iteration 1F: 3 clusters Score -1.594926e+07 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46117 members 
Mstep: Class 2 contains 48528 members 
Entering Unmasked Estep 
Score: -15950226.000000 Penalty: 14035.913086
	Iteration 2Q: 3 clusters Score -1.595023e+07 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45567 members 
Mstep: Class 2 contains 49078 members 
Entering Unmasked Estep 
Score: -15951099.000000 Penalty: 14035.913086
	Iteration 3Q: 3 clusters Score -1.59511e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44749 members 
Mstep: Class 2 contains 49896 members 
Entering Unmasked Estep 
Score: -15951821.000000 Penalty: 14035.913086
	Iteration 4Q: 3 clusters Score -1.595182e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43619 members 
Mstep: Class 2 contains 51026 members 
Entering Unmasked Estep 
Score: -15952687.000000 Penalty: 14035.913086
	Iteration 5Q: 3 clusters Score -1.595269e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42030 members 
Mstep: Class 2 contains 52615 members 
Entering Unmasked Estep 
Score: -15953650.000000 Penalty: 14035.913086
	Iteration 6Q: 3 clusters Score -1.595365e+07 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39946 members 
Mstep: Class 2 contains 54699 members 
Entering Unmasked Estep 
Score: -15954870.000000 Penalty: 14035.913086
	Iteration 7Q: 3 clusters Score -1.595487e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37083 members 
Mstep: Class 2 contains 57562 members 
Entering Unmasked Estep 
Score: -15956619.000000 Penalty: 14035.913086
	Iteration 8Q: 3 clusters Score -1.595662e+07 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33451 members 
Mstep: Class 2 contains 61194 members 
Entering Unmasked Estep 
Score: -15959053.000000 Penalty: 14035.913086
	Iteration 9Q: 3 clusters Score -1.595905e+07 nChanged 4851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28982 members 
Mstep: Class 2 contains 65663 members 
Entering Unmasked Estep 
Score: -15962528.000000 Penalty: 14035.913086
	Iteration 10F: 3 clusters Score -1.596253e+07 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 70809 members 
Entering Unmasked Estep 
Score: -15966761.000000 Penalty: 14035.913086
	Iteration 11F: 3 clusters Score -1.596676e+07 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 76133 members 
Entering Unmasked Estep 
Score: -15971261.000000 Penalty: 14035.913086
	Iteration 12F: 3 clusters Score -1.597126e+07 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 80945 members 
Entering Unmasked Estep 
Score: -15975215.000000 Penalty: 14035.913086
	Iteration 13F: 3 clusters Score -1.597522e+07 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 84740 members 
Entering Unmasked Estep 
Score: -15978248.000000 Penalty: 14035.913086
	Iteration 14Q: 3 clusters Score -1.597825e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 87513 members 
Entering Unmasked Estep 
Score: -15980383.000000 Penalty: 14035.913086
	Iteration 15Q: 3 clusters Score -1.598038e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 89400 members 
Entering Unmasked Estep 
Score: -15981735.000000 Penalty: 14035.913086
	Iteration 16Q: 3 clusters Score -1.598174e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 90616 members 
Entering Unmasked Estep 
Score: -15982686.000000 Penalty: 14035.913086
	Iteration 17Q: 3 clusters Score -1.598269e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 91388 members 
Entering Unmasked Estep 
Score: -15983281.000000 Penalty: 14035.913086
	Iteration 18Q: 3 clusters Score -1.598328e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 91875 members 
Entering Unmasked Estep 
Score: -15983557.000000 Penalty: 14035.913086
	Iteration 19Q: 3 clusters Score -1.598356e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 92219 members 
Entering Unmasked Estep 
Score: -15983793.000000 Penalty: 14035.913086
	Iteration 20F: 3 clusters Score -1.598379e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 92439 members 
Entering Unmasked Estep 
Score: -15984017.000000 Penalty: 14035.913086
	Iteration 21Q: 3 clusters Score -1.598402e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 92588 members 
Entering Unmasked Estep 
Score: -15984152.000000 Penalty: 14035.913086
	Iteration 22Q: 3 clusters Score -1.598415e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 92712 members 
Entering Unmasked Estep 
Score: -15984198.000000 Penalty: 14035.913086
	Iteration 23Q: 3 clusters Score -1.59842e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 92800 members 
Entering Unmasked Estep 
Score: -15984282.000000 Penalty: 14035.913086
	Iteration 24Q: 3 clusters Score -1.598428e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 92874 members 
Entering Unmasked Estep 
Score: -15984294.000000 Penalty: 14035.913086
	Iteration 25Q: 3 clusters Score -1.598429e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 92936 members 
Entering Unmasked Estep 
Score: -15984330.000000 Penalty: 14035.913086
	Iteration 26Q: 3 clusters Score -1.598433e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 92976 members 
Entering Unmasked Estep 
Score: -15984375.000000 Penalty: 14035.913086
	Iteration 27Q: 3 clusters Score -1.598438e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 93014 members 
Entering Unmasked Estep 
Score: -15984388.000000 Penalty: 14035.913086
	Iteration 28Q: 3 clusters Score -1.598439e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 93042 members 
Entering Unmasked Estep 
Score: -15984404.000000 Penalty: 14035.913086
	Iteration 29Q: 3 clusters Score -1.59844e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 93058 members 
Entering Unmasked Estep 
Score: -15984436.000000 Penalty: 14035.913086
	Iteration 30Q: 3 clusters Score -1.598444e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 93073 members 
Entering Unmasked Estep 
Score: -15984431.000000 Penalty: 14035.913086
	Iteration 31Q: 3 clusters Score -1.598443e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 93082 members 
Entering Unmasked Estep 
Score: -15984453.000000 Penalty: 14035.913086
	Iteration 32Q: 3 clusters Score -1.598445e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 93092 members 
Entering Unmasked Estep 
Score: -15984451.000000 Penalty: 14035.913086
	Iteration 33Q: 3 clusters Score -1.598445e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 93107 members 
Entering Unmasked Estep 
Score: -15984462.000000 Penalty: 14035.913086
	Iteration 34Q: 3 clusters Score -1.598446e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 93120 members 
Entering Unmasked Estep 
Score: -15984466.000000 Penalty: 14035.913086
	Iteration 35Q: 3 clusters Score -1.598447e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 93134 members 
Entering Unmasked Estep 
Score: -15984477.000000 Penalty: 14035.913086
	Iteration 36Q: 3 clusters Score -1.598448e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 93143 members 
Entering Unmasked Estep 
Score: -15984479.000000 Penalty: 14035.913086
	Iteration 37Q: 3 clusters Score -1.598448e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 93147 members 
Entering Unmasked Estep 
Score: -15984496.000000 Penalty: 14035.913086
	Iteration 38Q: 3 clusters Score -1.59845e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 93155 members 
Entering Unmasked Estep 
Score: -15984501.000000 Penalty: 14035.913086
	Iteration 39Q: 3 clusters Score -1.59845e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 93161 members 
Entering Unmasked Estep 
Score: -15984496.000000 Penalty: 14035.913086
	Iteration 40F: 3 clusters Score -1.59845e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 93169 members 
Entering Unmasked Estep 
Score: -15984503.000000 Penalty: 14035.913086
	Iteration 41Q: 3 clusters Score -1.59845e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 93176 members 
Entering Unmasked Estep 
Score: -15984504.000000 Penalty: 14035.913086
	Iteration 42Q: 3 clusters Score -1.59845e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 93183 members 
Entering Unmasked Estep 
Score: -15984510.000000 Penalty: 14035.913086
	Iteration 43Q: 3 clusters Score -1.598451e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 93186 members 
Entering Unmasked Estep 
Score: -15984517.000000 Penalty: 14035.913086
	Iteration 44Q: 3 clusters Score -1.598452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 93190 members 
Entering Unmasked Estep 
Score: -15984513.000000 Penalty: 14035.913086
	Iteration 45Q: 3 clusters Score -1.598451e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 93194 members 
Entering Unmasked Estep 
Score: -15984514.000000 Penalty: 14035.913086
	Iteration 46Q: 3 clusters Score -1.598451e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 93197 members 
Entering Unmasked Estep 
Score: -15984522.000000 Penalty: 14035.913086
	Iteration 47Q: 3 clusters Score -1.598452e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 93200 members 
Entering Unmasked Estep 
Score: -15984528.000000 Penalty: 14035.913086
	Iteration 48Q: 3 clusters Score -1.598453e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 93202 members 
Entering Unmasked Estep 
Score: -15984525.000000 Penalty: 14035.913086
	Iteration 49Q: 3 clusters Score -1.598452e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 93201 members 
Entering Unmasked Estep 
Score: -15984521.000000 Penalty: 14035.913086
	Iteration 50Q: 3 clusters Score -1.598452e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 93200 members 
Entering Unmasked Estep 
Score: -15984531.000000 Penalty: 14035.913086
	Iteration 51Q: 3 clusters Score -1.598453e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 93200 members 
Entering Unmasked Estep 
Score: -15984539.000000 Penalty: 14035.913086
	Iteration 52Q: 3 clusters Score -1.598454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 93200 members 
Entering Unmasked Estep 
Score: -15984534.000000 Penalty: 14035.913086
	Iteration 53Q: 3 clusters Score -1.598453e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 93201 members 
Entering Unmasked Estep 
Score: -15984535.000000 Penalty: 14035.913086
	Iteration 54Q: 3 clusters Score -1.598454e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 93201 members 
Entering Unmasked Estep 
Score: -15984535.000000 Penalty: 14035.913086
	Iteration 55F: 3 clusters Score -1.598454e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 220259 members 
Mstep: Class 2 contains 173 members 
Mstep: Class 3 contains 2736 members 
Mstep: Class 4 contains 8935 members 
Mstep: Class 5 contains 25375 members 
Mstep: Class 6 contains 46039 members 
Mstep: Class 7 contains 10538 members 
Mstep: Class 8 contains 21013 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1401 members 
Mstep: Class 11 contains 14918 members 
Mstep: Class 12 contains 1563 members 
Mstep: Class 13 contains 1460 members 
Mstep: Class 14 contains 520182 members 
Mstep: Class 16 contains 38946 members 
Mstep: Class 17 contains 309863 members 
Mstep: Class 18 contains 28215 members 
Mstep: Class 19 contains 1003 members 
Mstep: Class 21 contains 94645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233337792.000000 Penalty: 181791.359375
Iteration 119Q: 22 clusters Score -2.333378e+08 nChanged 9126
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 220311 members 
Mstep: Class 2 contains 173 members 
Mstep: Class 3 contains 2734 members 
Mstep: Class 4 contains 8757 members 
Mstep: Class 5 contains 25318 members 
Mstep: Class 6 contains 46078 members 
Mstep: Class 7 contains 10532 members 
Mstep: Class 8 contains 21011 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1401 members 
Mstep: Class 11 contains 14796 members 
Mstep: Class 12 contains 1563 members 
Mstep: Class 13 contains 1460 members 
Mstep: Class 14 contains 520519 members 
Mstep: Class 15 contains 23081 members 
Mstep: Class 16 contains 39771 members 
Mstep: Class 17 contains 311138 members 
Mstep: Class 18 contains 28224 members 
Mstep: Class 19 contains 1134 members 
Mstep: Class 20 contains 752 members 
Mstep: Class 21 contains 94625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233342560.000000 Penalty: 181791.359375
Iteration 120F: 22 clusters Score -2.333426e+08 nChanged 7175
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 219919 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2733 members 
Mstep: Class 4 contains 8636 members 
Mstep: Class 5 contains 25187 members 
Mstep: Class 6 contains 46069 members 
Mstep: Class 7 contains 10525 members 
Mstep: Class 8 contains 21003 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14709 members 
Mstep: Class 12 contains 1563 members 
Mstep: Class 13 contains 1460 members 
Mstep: Class 14 contains 520281 members 
Mstep: Class 15 contains 23077 members 
Mstep: Class 16 contains 40560 members 
Mstep: Class 17 contains 311280 members 
Mstep: Class 18 contains 28213 members 
Mstep: Class 19 contains 1221 members 
Mstep: Class 20 contains 786 members 
Mstep: Class 21 contains 94586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233344224.000000 Penalty: 181791.359375
Iteration 121Q: 22 clusters Score -2.333442e+08 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 219469 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2733 members 
Mstep: Class 4 contains 8534 members 
Mstep: Class 5 contains 25074 members 
Mstep: Class 6 contains 46062 members 
Mstep: Class 7 contains 10520 members 
Mstep: Class 8 contains 21000 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14672 members 
Mstep: Class 12 contains 1563 members 
Mstep: Class 13 contains 1460 members 
Mstep: Class 14 contains 520172 members 
Mstep: Class 15 contains 23070 members 
Mstep: Class 16 contains 41328 members 
Mstep: Class 17 contains 311357 members 
Mstep: Class 18 contains 28204 members 
Mstep: Class 19 contains 1265 members 
Mstep: Class 20 contains 789 members 
Mstep: Class 21 contains 94536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233345488.000000 Penalty: 181791.359375
Iteration 122Q: 22 clusters Score -2.333455e+08 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 218997 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2734 members 
Mstep: Class 4 contains 8456 members 
Mstep: Class 5 contains 24992 members 
Mstep: Class 6 contains 46051 members 
Mstep: Class 7 contains 10516 members 
Mstep: Class 8 contains 20998 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14654 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1460 members 
Mstep: Class 14 contains 520147 members 
Mstep: Class 15 contains 23077 members 
Mstep: Class 16 contains 42024 members 
Mstep: Class 17 contains 311368 members 
Mstep: Class 18 contains 28199 members 
Mstep: Class 19 contains 1290 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 94493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233346096.000000 Penalty: 181791.359375
Iteration 123Q: 22 clusters Score -2.333461e+08 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 218566 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 8391 members 
Mstep: Class 5 contains 24925 members 
Mstep: Class 6 contains 46056 members 
Mstep: Class 7 contains 10512 members 
Mstep: Class 8 contains 20992 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14642 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1460 members 
Mstep: Class 14 contains 520097 members 
Mstep: Class 15 contains 23101 members 
Mstep: Class 16 contains 42660 members 
Mstep: Class 17 contains 311359 members 
Mstep: Class 18 contains 28198 members 
Mstep: Class 19 contains 1304 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 94458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233346768.000000 Penalty: 181791.359375
Iteration 124Q: 22 clusters Score -2.333468e+08 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 218136 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2734 members 
Mstep: Class 4 contains 8341 members 
Mstep: Class 5 contains 24907 members 
Mstep: Class 6 contains 46060 members 
Mstep: Class 7 contains 10507 members 
Mstep: Class 8 contains 20988 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14640 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1460 members 
Mstep: Class 14 contains 520121 members 
Mstep: Class 15 contains 23147 members 
Mstep: Class 16 contains 43174 members 
Mstep: Class 17 contains 311305 members 
Mstep: Class 18 contains 28202 members 
Mstep: Class 19 contains 1309 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 94425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233347264.000000 Penalty: 181791.359375
Iteration 125Q: 22 clusters Score -2.333473e+08 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 217744 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2733 members 
Mstep: Class 4 contains 8305 members 
Mstep: Class 5 contains 24881 members 
Mstep: Class 6 contains 46054 members 
Mstep: Class 7 contains 10502 members 
Mstep: Class 8 contains 20984 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14637 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1460 members 
Mstep: Class 14 contains 520130 members 
Mstep: Class 15 contains 23183 members 
Mstep: Class 16 contains 43648 members 
Mstep: Class 17 contains 311298 members 
Mstep: Class 18 contains 28207 members 
Mstep: Class 19 contains 1314 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 94376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233346736.000000 Penalty: 181791.359375
Iteration 126Q: 22 clusters Score -2.333467e+08 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 217359 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2733 members 
Mstep: Class 4 contains 8269 members 
Mstep: Class 5 contains 24848 members 
Mstep: Class 6 contains 46060 members 
Mstep: Class 7 contains 10498 members 
Mstep: Class 8 contains 20980 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14638 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1460 members 
Mstep: Class 14 contains 520169 members 
Mstep: Class 15 contains 23230 members 
Mstep: Class 16 contains 44092 members 
Mstep: Class 17 contains 311257 members 
Mstep: Class 18 contains 28205 members 
Mstep: Class 19 contains 1315 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 94343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233347616.000000 Penalty: 181791.359375
Iteration 127Q: 22 clusters Score -2.333476e+08 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 217061 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2733 members 
Mstep: Class 4 contains 8235 members 
Mstep: Class 5 contains 24820 members 
Mstep: Class 6 contains 46059 members 
Mstep: Class 7 contains 10495 members 
Mstep: Class 8 contains 20970 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14642 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1460 members 
Mstep: Class 14 contains 520228 members 
Mstep: Class 15 contains 23242 members 
Mstep: Class 16 contains 44445 members 
Mstep: Class 17 contains 311233 members 
Mstep: Class 18 contains 28204 members 
Mstep: Class 19 contains 1315 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 94314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233347552.000000 Penalty: 181791.359375
Iteration 128Q: 22 clusters Score -2.333476e+08 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 216760 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2733 members 
Mstep: Class 4 contains 8213 members 
Mstep: Class 5 contains 24811 members 
Mstep: Class 6 contains 46058 members 
Mstep: Class 7 contains 10494 members 
Mstep: Class 8 contains 20965 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14643 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1460 members 
Mstep: Class 14 contains 520282 members 
Mstep: Class 15 contains 23259 members 
Mstep: Class 16 contains 44759 members 
Mstep: Class 17 contains 311211 members 
Mstep: Class 18 contains 28202 members 
Mstep: Class 19 contains 1315 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 94291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233347360.000000 Penalty: 181791.359375
Iteration 129Q: 22 clusters Score -2.333474e+08 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 216499 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2733 members 
Mstep: Class 4 contains 8190 members 
Mstep: Class 5 contains 24807 members 
Mstep: Class 6 contains 46053 members 
Mstep: Class 7 contains 10494 members 
Mstep: Class 8 contains 20970 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14646 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1460 members 
Mstep: Class 14 contains 520323 members 
Mstep: Class 15 contains 23266 members 
Mstep: Class 16 contains 45040 members 
Mstep: Class 17 contains 311192 members 
Mstep: Class 18 contains 28200 members 
Mstep: Class 19 contains 1315 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 94268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233347280.000000 Penalty: 181791.359375
Iteration 130Q: 22 clusters Score -2.333473e+08 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 216296 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2733 members 
Mstep: Class 4 contains 8174 members 
Mstep: Class 5 contains 24788 members 
Mstep: Class 6 contains 46052 members 
Mstep: Class 7 contains 10494 members 
Mstep: Class 8 contains 20970 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14647 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1460 members 
Mstep: Class 14 contains 520354 members 
Mstep: Class 15 contains 23274 members 
Mstep: Class 16 contains 45279 members 
Mstep: Class 17 contains 311180 members 
Mstep: Class 18 contains 28200 members 
Mstep: Class 19 contains 1315 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 94240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233347456.000000 Penalty: 181791.359375
Iteration 131Q: 22 clusters Score -2.333475e+08 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 216133 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2733 members 
Mstep: Class 4 contains 8159 members 
Mstep: Class 5 contains 24777 members 
Mstep: Class 6 contains 46054 members 
Mstep: Class 7 contains 10494 members 
Mstep: Class 8 contains 20971 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14647 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1460 members 
Mstep: Class 14 contains 520406 members 
Mstep: Class 15 contains 23278 members 
Mstep: Class 16 contains 45477 members 
Mstep: Class 17 contains 311144 members 
Mstep: Class 18 contains 28204 members 
Mstep: Class 19 contains 1315 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 94204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233347312.000000 Penalty: 181791.359375
Iteration 132Q: 22 clusters Score -2.333473e+08 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 216034 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2733 members 
Mstep: Class 4 contains 8146 members 
Mstep: Class 5 contains 24762 members 
Mstep: Class 6 contains 46047 members 
Mstep: Class 7 contains 10493 members 
Mstep: Class 8 contains 20971 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14647 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1460 members 
Mstep: Class 14 contains 520448 members 
Mstep: Class 15 contains 23282 members 
Mstep: Class 16 contains 45645 members 
Mstep: Class 17 contains 311096 members 
Mstep: Class 18 contains 28206 members 
Mstep: Class 19 contains 1315 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 94171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233347456.000000 Penalty: 181791.359375
Iteration 133Q: 22 clusters Score -2.333475e+08 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 215916 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2733 members 
Mstep: Class 4 contains 8139 members 
Mstep: Class 5 contains 24760 members 
Mstep: Class 6 contains 46040 members 
Mstep: Class 7 contains 10493 members 
Mstep: Class 8 contains 20972 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14648 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1460 members 
Mstep: Class 14 contains 520527 members 
Mstep: Class 15 contains 23284 members 
Mstep: Class 16 contains 45811 members 
Mstep: Class 17 contains 311011 members 
Mstep: Class 18 contains 28205 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 94141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233347424.000000 Penalty: 181791.359375
Iteration 134Q: 22 clusters Score -2.333474e+08 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 215810 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2734 members 
Mstep: Class 4 contains 8124 members 
Mstep: Class 5 contains 24764 members 
Mstep: Class 6 contains 46038 members 
Mstep: Class 7 contains 10493 members 
Mstep: Class 8 contains 20972 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14646 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1460 members 
Mstep: Class 14 contains 520614 members 
Mstep: Class 15 contains 23287 members 
Mstep: Class 16 contains 45962 members 
Mstep: Class 17 contains 310917 members 
Mstep: Class 18 contains 28204 members 
Mstep: Class 19 contains 1317 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 94114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233347600.000000 Penalty: 181791.359375
Iteration 135Q: 22 clusters Score -2.333476e+08 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 215727 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2734 members 
Mstep: Class 4 contains 8100 members 
Mstep: Class 5 contains 24766 members 
Mstep: Class 6 contains 46031 members 
Mstep: Class 7 contains 10494 members 
Mstep: Class 8 contains 20972 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14647 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1460 members 
Mstep: Class 14 contains 520703 members 
Mstep: Class 15 contains 23294 members 
Mstep: Class 16 contains 46092 members 
Mstep: Class 17 contains 310826 members 
Mstep: Class 18 contains 28206 members 
Mstep: Class 19 contains 1318 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 94086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233347568.000000 Penalty: 181791.359375
Iteration 136Q: 22 clusters Score -2.333476e+08 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 215654 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2734 members 
Mstep: Class 4 contains 8085 members 
Mstep: Class 5 contains 24776 members 
Mstep: Class 6 contains 46030 members 
Mstep: Class 7 contains 10493 members 
Mstep: Class 8 contains 20972 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14642 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1460 members 
Mstep: Class 14 contains 520762 members 
Mstep: Class 15 contains 23298 members 
Mstep: Class 16 contains 46208 members 
Mstep: Class 17 contains 310747 members 
Mstep: Class 18 contains 28208 members 
Mstep: Class 19 contains 1321 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 94066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233347600.000000 Penalty: 181791.359375
Iteration 137Q: 22 clusters Score -2.333476e+08 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 215586 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2734 members 
Mstep: Class 4 contains 8078 members 
Mstep: Class 5 contains 24789 members 
Mstep: Class 6 contains 46033 members 
Mstep: Class 7 contains 10491 members 
Mstep: Class 8 contains 20972 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14639 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1460 members 
Mstep: Class 14 contains 520827 members 
Mstep: Class 15 contains 23299 members 
Mstep: Class 16 contains 46317 members 
Mstep: Class 17 contains 310662 members 
Mstep: Class 18 contains 28212 members 
Mstep: Class 19 contains 1323 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 94034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233347808.000000 Penalty: 181791.359375
Iteration 138Q: 22 clusters Score -2.333478e+08 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 215515 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2734 members 
Mstep: Class 4 contains 8068 members 
Mstep: Class 5 contains 24801 members 
Mstep: Class 6 contains 46033 members 
Mstep: Class 7 contains 10487 members 
Mstep: Class 8 contains 20971 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14638 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1460 members 
Mstep: Class 14 contains 520873 members 
Mstep: Class 15 contains 23301 members 
Mstep: Class 16 contains 46420 members 
Mstep: Class 17 contains 310604 members 
Mstep: Class 18 contains 28212 members 
Mstep: Class 19 contains 1324 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 94015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233348048.000000 Penalty: 181791.359375
Iteration 139Q: 22 clusters Score -2.33348e+08 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 215434 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2734 members 
Mstep: Class 4 contains 8059 members 
Mstep: Class 5 contains 24814 members 
Mstep: Class 6 contains 46037 members 
Mstep: Class 7 contains 10486 members 
Mstep: Class 8 contains 20969 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14637 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1460 members 
Mstep: Class 14 contains 520924 members 
Mstep: Class 15 contains 23302 members 
Mstep: Class 16 contains 46528 members 
Mstep: Class 17 contains 310544 members 
Mstep: Class 18 contains 28210 members 
Mstep: Class 19 contains 1325 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233348128.000000 Penalty: 181791.359375
Iteration 140F: 22 clusters Score -2.333481e+08 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 215331 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2734 members 
Mstep: Class 4 contains 8047 members 
Mstep: Class 5 contains 24820 members 
Mstep: Class 6 contains 46039 members 
Mstep: Class 7 contains 10486 members 
Mstep: Class 8 contains 20969 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14638 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1460 members 
Mstep: Class 14 contains 520994 members 
Mstep: Class 15 contains 23302 members 
Mstep: Class 16 contains 46641 members 
Mstep: Class 17 contains 310481 members 
Mstep: Class 18 contains 28210 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233348112.000000 Penalty: 181791.359375
Iteration 141Q: 22 clusters Score -2.333481e+08 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 215228 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2734 members 
Mstep: Class 4 contains 8032 members 
Mstep: Class 5 contains 24830 members 
Mstep: Class 6 contains 46036 members 
Mstep: Class 7 contains 10486 members 
Mstep: Class 8 contains 20965 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14637 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1459 members 
Mstep: Class 14 contains 521068 members 
Mstep: Class 15 contains 23304 members 
Mstep: Class 16 contains 46775 members 
Mstep: Class 17 contains 310401 members 
Mstep: Class 18 contains 28209 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233348144.000000 Penalty: 181791.359375
Iteration 142Q: 22 clusters Score -2.333481e+08 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 215141 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2734 members 
Mstep: Class 4 contains 8033 members 
Mstep: Class 5 contains 24832 members 
Mstep: Class 6 contains 46036 members 
Mstep: Class 7 contains 10486 members 
Mstep: Class 8 contains 20960 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14637 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1459 members 
Mstep: Class 14 contains 521132 members 
Mstep: Class 15 contains 23304 members 
Mstep: Class 16 contains 46899 members 
Mstep: Class 17 contains 310318 members 
Mstep: Class 18 contains 28212 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233347968.000000 Penalty: 181791.359375
Iteration 143Q: 22 clusters Score -2.33348e+08 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 215092 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2734 members 
Mstep: Class 4 contains 8018 members 
Mstep: Class 5 contains 24839 members 
Mstep: Class 6 contains 46037 members 
Mstep: Class 7 contains 10487 members 
Mstep: Class 8 contains 20954 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14639 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1459 members 
Mstep: Class 14 contains 521194 members 
Mstep: Class 15 contains 23303 members 
Mstep: Class 16 contains 46992 members 
Mstep: Class 17 contains 310240 members 
Mstep: Class 18 contains 28211 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233348128.000000 Penalty: 181791.359375
Iteration 144Q: 22 clusters Score -2.333481e+08 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 215009 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2734 members 
Mstep: Class 4 contains 8014 members 
Mstep: Class 5 contains 24857 members 
Mstep: Class 6 contains 46035 members 
Mstep: Class 7 contains 10487 members 
Mstep: Class 8 contains 20949 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14640 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1459 members 
Mstep: Class 14 contains 521256 members 
Mstep: Class 15 contains 23305 members 
Mstep: Class 16 contains 47071 members 
Mstep: Class 17 contains 310187 members 
Mstep: Class 18 contains 28213 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233347984.000000 Penalty: 181791.359375
Iteration 145Q: 22 clusters Score -2.33348e+08 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214920 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2734 members 
Mstep: Class 4 contains 8010 members 
Mstep: Class 5 contains 24869 members 
Mstep: Class 6 contains 46036 members 
Mstep: Class 7 contains 10487 members 
Mstep: Class 8 contains 20937 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14641 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1459 members 
Mstep: Class 14 contains 521337 members 
Mstep: Class 15 contains 23303 members 
Mstep: Class 16 contains 47157 members 
Mstep: Class 17 contains 310125 members 
Mstep: Class 18 contains 28215 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233347904.000000 Penalty: 181791.359375
Iteration 146Q: 22 clusters Score -2.333479e+08 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214865 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2734 members 
Mstep: Class 4 contains 7999 members 
Mstep: Class 5 contains 24878 members 
Mstep: Class 6 contains 46032 members 
Mstep: Class 7 contains 10487 members 
Mstep: Class 8 contains 20918 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14642 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1459 members 
Mstep: Class 14 contains 521404 members 
Mstep: Class 15 contains 23301 members 
Mstep: Class 16 contains 47240 members 
Mstep: Class 17 contains 310067 members 
Mstep: Class 18 contains 28216 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233347792.000000 Penalty: 181791.359375
Iteration 147Q: 22 clusters Score -2.333478e+08 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214818 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2734 members 
Mstep: Class 4 contains 7995 members 
Mstep: Class 5 contains 24883 members 
Mstep: Class 6 contains 46027 members 
Mstep: Class 7 contains 10487 members 
Mstep: Class 8 contains 20891 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14643 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1459 members 
Mstep: Class 14 contains 521453 members 
Mstep: Class 15 contains 23302 members 
Mstep: Class 16 contains 47319 members 
Mstep: Class 17 contains 310025 members 
Mstep: Class 18 contains 28218 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233347856.000000 Penalty: 181791.359375
Iteration 148Q: 22 clusters Score -2.333479e+08 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214803 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7991 members 
Mstep: Class 5 contains 24892 members 
Mstep: Class 6 contains 46020 members 
Mstep: Class 7 contains 10487 members 
Mstep: Class 8 contains 20854 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14643 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1459 members 
Mstep: Class 14 contains 521510 members 
Mstep: Class 15 contains 23302 members 
Mstep: Class 16 contains 47368 members 
Mstep: Class 17 contains 309994 members 
Mstep: Class 18 contains 28219 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233347968.000000 Penalty: 181791.359375
Iteration 149Q: 22 clusters Score -2.33348e+08 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214751 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7995 members 
Mstep: Class 5 contains 24910 members 
Mstep: Class 6 contains 46015 members 
Mstep: Class 7 contains 10487 members 
Mstep: Class 8 contains 20815 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14643 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1459 members 
Mstep: Class 14 contains 521581 members 
Mstep: Class 15 contains 23303 members 
Mstep: Class 16 contains 47417 members 
Mstep: Class 17 contains 309968 members 
Mstep: Class 18 contains 28220 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233347872.000000 Penalty: 181791.359375
Iteration 150Q: 22 clusters Score -2.333479e+08 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214689 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 8017 members 
Mstep: Class 5 contains 24926 members 
Mstep: Class 6 contains 46010 members 
Mstep: Class 7 contains 10487 members 
Mstep: Class 8 contains 20771 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14643 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1459 members 
Mstep: Class 14 contains 521647 members 
Mstep: Class 15 contains 23302 members 
Mstep: Class 16 contains 47470 members 
Mstep: Class 17 contains 309933 members 
Mstep: Class 18 contains 28222 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233348384.000000 Penalty: 181791.359375
Iteration 151Q: 22 clusters Score -2.333484e+08 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214651 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 8009 members 
Mstep: Class 5 contains 24947 members 
Mstep: Class 6 contains 46007 members 
Mstep: Class 7 contains 10487 members 
Mstep: Class 8 contains 20724 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14641 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1459 members 
Mstep: Class 14 contains 521709 members 
Mstep: Class 15 contains 23299 members 
Mstep: Class 16 contains 47523 members 
Mstep: Class 17 contains 309905 members 
Mstep: Class 18 contains 28225 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233348240.000000 Penalty: 181791.359375
Iteration 152Q: 22 clusters Score -2.333482e+08 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214579 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7995 members 
Mstep: Class 5 contains 24970 members 
Mstep: Class 6 contains 46009 members 
Mstep: Class 7 contains 10487 members 
Mstep: Class 8 contains 20680 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14640 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1459 members 
Mstep: Class 14 contains 521780 members 
Mstep: Class 15 contains 23293 members 
Mstep: Class 16 contains 47589 members 
Mstep: Class 17 contains 309885 members 
Mstep: Class 18 contains 28227 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233348208.000000 Penalty: 181791.359375
Iteration 153Q: 22 clusters Score -2.333482e+08 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214495 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7997 members 
Mstep: Class 5 contains 24983 members 
Mstep: Class 6 contains 46011 members 
Mstep: Class 7 contains 10488 members 
Mstep: Class 8 contains 20647 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14642 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1459 members 
Mstep: Class 14 contains 521851 members 
Mstep: Class 15 contains 23291 members 
Mstep: Class 16 contains 47641 members 
Mstep: Class 17 contains 309872 members 
Mstep: Class 18 contains 28228 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233348272.000000 Penalty: 181791.359375
Iteration 154Q: 22 clusters Score -2.333483e+08 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214438 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7973 members 
Mstep: Class 5 contains 25003 members 
Mstep: Class 6 contains 46012 members 
Mstep: Class 7 contains 10488 members 
Mstep: Class 8 contains 20622 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14642 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1459 members 
Mstep: Class 14 contains 521911 members 
Mstep: Class 15 contains 23292 members 
Mstep: Class 16 contains 47678 members 
Mstep: Class 17 contains 309859 members 
Mstep: Class 18 contains 28230 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233348080.000000 Penalty: 181791.359375
Iteration 155Q: 22 clusters Score -2.333481e+08 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214392 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7936 members 
Mstep: Class 5 contains 25023 members 
Mstep: Class 6 contains 46012 members 
Mstep: Class 7 contains 10486 members 
Mstep: Class 8 contains 20607 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14643 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1459 members 
Mstep: Class 14 contains 521954 members 
Mstep: Class 15 contains 23294 members 
Mstep: Class 16 contains 47720 members 
Mstep: Class 17 contains 309839 members 
Mstep: Class 18 contains 28229 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233348352.000000 Penalty: 181791.359375
Iteration 156Q: 22 clusters Score -2.333484e+08 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214358 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2734 members 
Mstep: Class 4 contains 7895 members 
Mstep: Class 5 contains 25046 members 
Mstep: Class 6 contains 46010 members 
Mstep: Class 7 contains 10485 members 
Mstep: Class 8 contains 20594 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14643 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1459 members 
Mstep: Class 14 contains 522003 members 
Mstep: Class 15 contains 23296 members 
Mstep: Class 16 contains 47756 members 
Mstep: Class 17 contains 309826 members 
Mstep: Class 18 contains 28226 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233348544.000000 Penalty: 181791.359375
Iteration 157Q: 22 clusters Score -2.333485e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214336 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2734 members 
Mstep: Class 4 contains 7854 members 
Mstep: Class 5 contains 25069 members 
Mstep: Class 6 contains 46010 members 
Mstep: Class 7 contains 10484 members 
Mstep: Class 8 contains 20586 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14644 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1459 members 
Mstep: Class 14 contains 522052 members 
Mstep: Class 15 contains 23296 members 
Mstep: Class 16 contains 47782 members 
Mstep: Class 17 contains 309808 members 
Mstep: Class 18 contains 28227 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233348544.000000 Penalty: 181791.359375
Iteration 158Q: 22 clusters Score -2.333485e+08 nChanged 367
Entering ConstructFrom: 
Score: -233348544.000000 Penalty: 181791.359375
Entering ConstructFrom: 
Trying to split cluster 1 (214284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214284 members 
Entering Unmasked Estep 
Score: -36896784.000000 Penalty: 7518.472656
	Iteration 0F: 2 clusters Score -3.689678e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107048 members 
Mstep: Class 2 contains 107236 members 
Entering Unmasked Estep 
Score: -36754504.000000 Penalty: 15036.945312
	Iteration 0F: 3 clusters Score -3.67545e+07 nChanged 100944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106730 members 
Mstep: Class 2 contains 107554 members 
Entering Unmasked Estep 
Score: -36811292.000000 Penalty: 15036.945312
	Iteration 1F: 3 clusters Score -3.681129e+07 nChanged 6555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106467 members 
Mstep: Class 2 contains 107817 members 
Entering Unmasked Estep 
Score: -36812580.000000 Penalty: 15036.945312
	Iteration 2Q: 3 clusters Score -3.681258e+07 nChanged 6367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106004 members 
Mstep: Class 2 contains 108280 members 
Entering Unmasked Estep 
Score: -36813892.000000 Penalty: 15036.945312
	Iteration 3Q: 3 clusters Score -3.681389e+07 nChanged 6198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105080 members 
Mstep: Class 2 contains 109204 members 
Entering Unmasked Estep 
Score: -36815456.000000 Penalty: 15036.945312
	Iteration 4Q: 3 clusters Score -3.681546e+07 nChanged 6600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103616 members 
Mstep: Class 2 contains 110668 members 
Entering Unmasked Estep 
Score: -36817272.000000 Penalty: 15036.945312
	Iteration 5Q: 3 clusters Score -3.681727e+07 nChanged 7384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101414 members 
Mstep: Class 2 contains 112870 members 
Entering Unmasked Estep 
Score: -36820068.000000 Penalty: 15036.945312
	Iteration 6Q: 3 clusters Score -3.682007e+07 nChanged 9223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97971 members 
Mstep: Class 2 contains 116313 members 
Entering Unmasked Estep 
Score: -36824444.000000 Penalty: 15036.945312
	Iteration 7Q: 3 clusters Score -3.682444e+07 nChanged 11657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92864 members 
Mstep: Class 2 contains 121420 members 
Entering Unmasked Estep 
Score: -36831492.000000 Penalty: 15036.945312
	Iteration 8F: 3 clusters Score -3.683149e+07 nChanged 14094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85900 members 
Mstep: Class 2 contains 128384 members 
Entering Unmasked Estep 
Score: -36840904.000000 Penalty: 15036.945312
	Iteration 9F: 3 clusters Score -3.68409e+07 nChanged 15188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78046 members 
Mstep: Class 2 contains 136238 members 
Entering Unmasked Estep 
Score: -36852512.000000 Penalty: 15036.945312
	Iteration 10F: 3 clusters Score -3.685251e+07 nChanged 14531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70327 members 
Mstep: Class 2 contains 143957 members 
Entering Unmasked Estep 
Score: -36864336.000000 Penalty: 15036.945312
	Iteration 11F: 3 clusters Score -3.686434e+07 nChanged 11995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63892 members 
Mstep: Class 2 contains 150392 members 
Entering Unmasked Estep 
Score: -36874168.000000 Penalty: 15036.945312
	Iteration 12F: 3 clusters Score -3.687417e+07 nChanged 8994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59108 members 
Mstep: Class 2 contains 155176 members 
Entering Unmasked Estep 
Score: -36880564.000000 Penalty: 15036.945312
	Iteration 13Q: 3 clusters Score -3.688056e+07 nChanged 6270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55262 members 
Mstep: Class 2 contains 159022 members 
Entering Unmasked Estep 
Score: -36883964.000000 Penalty: 15036.945312
	Iteration 14Q: 3 clusters Score -3.688396e+07 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51893 members 
Mstep: Class 2 contains 162391 members 
Entering Unmasked Estep 
Score: -36886076.000000 Penalty: 15036.945312
	Iteration 15Q: 3 clusters Score -3.688608e+07 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48852 members 
Mstep: Class 2 contains 165432 members 
Entering Unmasked Estep 
Score: -36887636.000000 Penalty: 15036.945312
	Iteration 16Q: 3 clusters Score -3.688764e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46165 members 
Mstep: Class 2 contains 168119 members 
Entering Unmasked Estep 
Score: -36888772.000000 Penalty: 15036.945312
	Iteration 17Q: 3 clusters Score -3.688877e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43657 members 
Mstep: Class 2 contains 170627 members 
Entering Unmasked Estep 
Score: -36889808.000000 Penalty: 15036.945312
	Iteration 18Q: 3 clusters Score -3.688981e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41398 members 
Mstep: Class 2 contains 172886 members 
Entering Unmasked Estep 
Score: -36890724.000000 Penalty: 15036.945312
	Iteration 19Q: 3 clusters Score -3.689072e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39335 members 
Mstep: Class 2 contains 174949 members 
Entering Unmasked Estep 
Score: -36891464.000000 Penalty: 15036.945312
	Iteration 20F: 3 clusters Score -3.689146e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37454 members 
Mstep: Class 2 contains 176830 members 
Entering Unmasked Estep 
Score: -36892200.000000 Penalty: 15036.945312
	Iteration 21Q: 3 clusters Score -3.68922e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35793 members 
Mstep: Class 2 contains 178491 members 
Entering Unmasked Estep 
Score: -36893000.000000 Penalty: 15036.945312
	Iteration 22Q: 3 clusters Score -3.6893e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34277 members 
Mstep: Class 2 contains 180007 members 
Entering Unmasked Estep 
Score: -36893476.000000 Penalty: 15036.945312
	Iteration 23Q: 3 clusters Score -3.689348e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32916 members 
Mstep: Class 2 contains 181368 members 
Entering Unmasked Estep 
Score: -36893836.000000 Penalty: 15036.945312
	Iteration 24Q: 3 clusters Score -3.689384e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31771 members 
Mstep: Class 2 contains 182513 members 
Entering Unmasked Estep 
Score: -36894284.000000 Penalty: 15036.945312
	Iteration 25Q: 3 clusters Score -3.689428e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30797 members 
Mstep: Class 2 contains 183487 members 
Entering Unmasked Estep 
Score: -36894460.000000 Penalty: 15036.945312
	Iteration 26Q: 3 clusters Score -3.689446e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29941 members 
Mstep: Class 2 contains 184343 members 
Entering Unmasked Estep 
Score: -36894436.000000 Penalty: 15036.945312
	Iteration 27Q: 3 clusters Score -3.689444e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29198 members 
Mstep: Class 2 contains 185086 members 
Entering Unmasked Estep 
Score: -36894464.000000 Penalty: 15036.945312
	Iteration 28Q: 3 clusters Score -3.689446e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28531 members 
Mstep: Class 2 contains 185753 members 
Entering Unmasked Estep 
Score: -36894496.000000 Penalty: 15036.945312
	Iteration 29Q: 3 clusters Score -3.68945e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27961 members 
Mstep: Class 2 contains 186323 members 
Entering Unmasked Estep 
Score: -36894660.000000 Penalty: 15036.945312
	Iteration 30Q: 3 clusters Score -3.689466e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Mstep: Class 2 contains 186832 members 
Entering Unmasked Estep 
Score: -36894668.000000 Penalty: 15036.945312
	Iteration 31Q: 3 clusters Score -3.689467e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27026 members 
Mstep: Class 2 contains 187258 members 
Entering Unmasked Estep 
Score: -36894640.000000 Penalty: 15036.945312
	Iteration 32Q: 3 clusters Score -3.689464e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26645 members 
Mstep: Class 2 contains 187639 members 
Entering Unmasked Estep 
Score: -36894664.000000 Penalty: 15036.945312
	Iteration 33Q: 3 clusters Score -3.689466e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26320 members 
Mstep: Class 2 contains 187964 members 
Entering Unmasked Estep 
Score: -36894692.000000 Penalty: 15036.945312
	Iteration 34Q: 3 clusters Score -3.689469e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 188231 members 
Entering Unmasked Estep 
Score: -36894704.000000 Penalty: 15036.945312
	Iteration 35Q: 3 clusters Score -3.68947e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 188478 members 
Entering Unmasked Estep 
Score: -36894684.000000 Penalty: 15036.945312
	Iteration 36Q: 3 clusters Score -3.689468e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25593 members 
Mstep: Class 2 contains 188691 members 
Entering Unmasked Estep 
Score: -36894748.000000 Penalty: 15036.945312
	Iteration 37Q: 3 clusters Score -3.689475e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 188886 members 
Entering Unmasked Estep 
Score: -36894792.000000 Penalty: 15036.945312
	Iteration 38Q: 3 clusters Score -3.689479e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 189072 members 
Entering Unmasked Estep 
Score: -36894812.000000 Penalty: 15036.945312
	Iteration 39Q: 3 clusters Score -3.689481e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 189215 members 
Entering Unmasked Estep 
Score: -36894804.000000 Penalty: 15036.945312
	Iteration 40F: 3 clusters Score -3.68948e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 189332 members 
Entering Unmasked Estep 
Score: -36894752.000000 Penalty: 15036.945312
	Iteration 41Q: 3 clusters Score -3.689475e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 189422 members 
Entering Unmasked Estep 
Score: -36894764.000000 Penalty: 15036.945312
	Iteration 42Q: 3 clusters Score -3.689476e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 189518 members 
Entering Unmasked Estep 
Score: -36894752.000000 Penalty: 15036.945312
	Iteration 43Q: 3 clusters Score -3.689475e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24676 members 
Mstep: Class 2 contains 189608 members 
Entering Unmasked Estep 
Score: -36894764.000000 Penalty: 15036.945312
	Iteration 44Q: 3 clusters Score -3.689476e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 189693 members 
Entering Unmasked Estep 
Score: -36894780.000000 Penalty: 15036.945312
	Iteration 45Q: 3 clusters Score -3.689478e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24512 members 
Mstep: Class 2 contains 189772 members 
Entering Unmasked Estep 
Score: -36894816.000000 Penalty: 15036.945312
	Iteration 46Q: 3 clusters Score -3.689482e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 189833 members 
Entering Unmasked Estep 
Score: -36894824.000000 Penalty: 15036.945312
	Iteration 47Q: 3 clusters Score -3.689482e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 189890 members 
Entering Unmasked Estep 
Score: -36894816.000000 Penalty: 15036.945312
	Iteration 48Q: 3 clusters Score -3.689482e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 189933 members 
Entering Unmasked Estep 
Score: -36894828.000000 Penalty: 15036.945312
	Iteration 49Q: 3 clusters Score -3.689483e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24316 members 
Mstep: Class 2 contains 189968 members 
Entering Unmasked Estep 
Score: -36894792.000000 Penalty: 15036.945312
	Iteration 50Q: 3 clusters Score -3.689479e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 189992 members 
Entering Unmasked Estep 
Score: -36894812.000000 Penalty: 15036.945312
	Iteration 51Q: 3 clusters Score -3.689481e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 190013 members 
Entering Unmasked Estep 
Score: -36894784.000000 Penalty: 15036.945312
	Iteration 52Q: 3 clusters Score -3.689478e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 190042 members 
Entering Unmasked Estep 
Score: -36894812.000000 Penalty: 15036.945312
	Iteration 53Q: 3 clusters Score -3.689481e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 190070 members 
Entering Unmasked Estep 
Score: -36894784.000000 Penalty: 15036.945312
	Iteration 54Q: 3 clusters Score -3.689478e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24188 members 
Mstep: Class 2 contains 190096 members 
Entering Unmasked Estep 
Score: -36894812.000000 Penalty: 15036.945312
	Iteration 55Q: 3 clusters Score -3.689481e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 190114 members 
Entering Unmasked Estep 
Score: -36894796.000000 Penalty: 15036.945312
	Iteration 56Q: 3 clusters Score -3.68948e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 190128 members 
Entering Unmasked Estep 
Score: -36894800.000000 Penalty: 15036.945312
	Iteration 57Q: 3 clusters Score -3.68948e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 190140 members 
Entering Unmasked Estep 
Score: -36894800.000000 Penalty: 15036.945312
	Iteration 58Q: 3 clusters Score -3.68948e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 190150 members 
Entering Unmasked Estep 
Score: -36894808.000000 Penalty: 15036.945312
	Iteration 59Q: 3 clusters Score -3.689481e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 190158 members 
Entering Unmasked Estep 
Score: -36894800.000000 Penalty: 15036.945312
	Iteration 60F: 3 clusters Score -3.68948e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 190163 members 
Entering Unmasked Estep 
Score: -36894812.000000 Penalty: 15036.945312
	Iteration 61Q: 3 clusters Score -3.689481e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24112 members 
Mstep: Class 2 contains 190172 members 
Entering Unmasked Estep 
Score: -36894800.000000 Penalty: 15036.945312
	Iteration 62Q: 3 clusters Score -3.68948e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 190182 members 
Entering Unmasked Estep 
Score: -36894816.000000 Penalty: 15036.945312
	Iteration 63Q: 3 clusters Score -3.689482e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 190188 members 
Entering Unmasked Estep 
Score: -36894796.000000 Penalty: 15036.945312
	Iteration 64Q: 3 clusters Score -3.68948e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 190193 members 
Entering Unmasked Estep 
Score: -36894796.000000 Penalty: 15036.945312
	Iteration 65Q: 3 clusters Score -3.68948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 190195 members 
Entering Unmasked Estep 
Score: -36894792.000000 Penalty: 15036.945312
	Iteration 66Q: 3 clusters Score -3.689479e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 190199 members 
Entering Unmasked Estep 
Score: -36894808.000000 Penalty: 15036.945312
	Iteration 67Q: 3 clusters Score -3.689481e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 190206 members 
Entering Unmasked Estep 
Score: -36894820.000000 Penalty: 15036.945312
	Iteration 68Q: 3 clusters Score -3.689482e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 190212 members 
Entering Unmasked Estep 
Score: -36894808.000000 Penalty: 15036.945312
	Iteration 69Q: 3 clusters Score -3.689481e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24067 members 
Mstep: Class 2 contains 190217 members 
Entering Unmasked Estep 
Score: -36894836.000000 Penalty: 15036.945312
	Iteration 70Q: 3 clusters Score -3.689484e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 190219 members 
Entering Unmasked Estep 
Score: -36894812.000000 Penalty: 15036.945312
	Iteration 71Q: 3 clusters Score -3.689481e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 190222 members 
Entering Unmasked Estep 
Score: -36894820.000000 Penalty: 15036.945312
	Iteration 72Q: 3 clusters Score -3.689482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 190225 members 
Entering Unmasked Estep 
Score: -36894792.000000 Penalty: 15036.945312
	Iteration 73Q: 3 clusters Score -3.689479e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 190227 members 
Entering Unmasked Estep 
Score: -36894816.000000 Penalty: 15036.945312
	Iteration 74Q: 3 clusters Score -3.689482e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 190236 members 
Entering Unmasked Estep 
Score: -36894820.000000 Penalty: 15036.945312
	Iteration 75Q: 3 clusters Score -3.689482e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 190246 members 
Entering Unmasked Estep 
Score: -36894828.000000 Penalty: 15036.945312
	Iteration 76Q: 3 clusters Score -3.689483e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 190254 members 
Entering Unmasked Estep 
Score: -36894824.000000 Penalty: 15036.945312
	Iteration 77Q: 3 clusters Score -3.689482e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 190267 members 
Entering Unmasked Estep 
Score: -36894800.000000 Penalty: 15036.945312
	Iteration 78Q: 3 clusters Score -3.68948e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 190277 members 
Entering Unmasked Estep 
Score: -36894816.000000 Penalty: 15036.945312
	Iteration 79Q: 3 clusters Score -3.689482e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 190285 members 
Entering Unmasked Estep 
Score: -36894828.000000 Penalty: 15036.945312
	Iteration 80F: 3 clusters Score -3.689483e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 190292 members 
Entering Unmasked Estep 
Score: -36894832.000000 Penalty: 15036.945312
	Iteration 81Q: 3 clusters Score -3.689483e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 190297 members 
Entering Unmasked Estep 
Score: -36894824.000000 Penalty: 15036.945312
	Iteration 82Q: 3 clusters Score -3.689482e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23983 members 
Mstep: Class 2 contains 190301 members 
Entering Unmasked Estep 
Score: -36894816.000000 Penalty: 15036.945312
	Iteration 83Q: 3 clusters Score -3.689482e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23972 members 
Mstep: Class 2 contains 190312 members 
Entering Unmasked Estep 
Score: -36894852.000000 Penalty: 15036.945312
	Iteration 84Q: 3 clusters Score -3.689485e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 190321 members 
Entering Unmasked Estep 
Score: -36894856.000000 Penalty: 15036.945312
	Iteration 85Q: 3 clusters Score -3.689486e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 190328 members 
Entering Unmasked Estep 
Score: -36894860.000000 Penalty: 15036.945312
	Iteration 86Q: 3 clusters Score -3.689486e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 190334 members 
Entering Unmasked Estep 
Score: -36894820.000000 Penalty: 15036.945312
	Iteration 87Q: 3 clusters Score -3.689482e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 190344 members 
Entering Unmasked Estep 
Score: -36894824.000000 Penalty: 15036.945312
	Iteration 88Q: 3 clusters Score -3.689482e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23933 members 
Mstep: Class 2 contains 190351 members 
Entering Unmasked Estep 
Score: -36894812.000000 Penalty: 15036.945312
	Iteration 89Q: 3 clusters Score -3.689481e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 190359 members 
Entering Unmasked Estep 
Score: -36894808.000000 Penalty: 15036.945312
	Iteration 90Q: 3 clusters Score -3.689481e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 190367 members 
Entering Unmasked Estep 
Score: -36894800.000000 Penalty: 15036.945312
	Iteration 91Q: 3 clusters Score -3.68948e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 190368 members 
Entering Unmasked Estep 
Score: -36894772.000000 Penalty: 15036.945312
	Iteration 92Q: 3 clusters Score -3.689477e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23913 members 
Mstep: Class 2 contains 190371 members 
Entering Unmasked Estep 
Score: -36894792.000000 Penalty: 15036.945312
	Iteration 93Q: 3 clusters Score -3.689479e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 190375 members 
Entering Unmasked Estep 
Score: -36894800.000000 Penalty: 15036.945312
	Iteration 94Q: 3 clusters Score -3.68948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 190377 members 
Entering Unmasked Estep 
Score: -36894784.000000 Penalty: 15036.945312
	Iteration 95Q: 3 clusters Score -3.689478e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23903 members 
Mstep: Class 2 contains 190381 members 
Entering Unmasked Estep 
Score: -36894780.000000 Penalty: 15036.945312
	Iteration 96Q: 3 clusters Score -3.689478e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 190385 members 
Entering Unmasked Estep 
Score: -36894780.000000 Penalty: 15036.945312
	Iteration 97Q: 3 clusters Score -3.689478e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 190389 members 
Entering Unmasked Estep 
Score: -36894792.000000 Penalty: 15036.945312
	Iteration 98Q: 3 clusters Score -3.689479e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 190392 members 
Entering Unmasked Estep 
Score: -36894800.000000 Penalty: 15036.945312
	Iteration 99Q: 3 clusters Score -3.68948e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 190397 members 
Entering Unmasked Estep 
Score: -36894784.000000 Penalty: 15036.945312
	Iteration 100F: 3 clusters Score -3.689478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 190400 members 
Entering Unmasked Estep 
Score: -36894784.000000 Penalty: 15036.945312
	Iteration 101Q: 3 clusters Score -3.689478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 190402 members 
Entering Unmasked Estep 
Score: -36894780.000000 Penalty: 15036.945312
	Iteration 102Q: 3 clusters Score -3.689478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 190404 members 
Entering Unmasked Estep 
Score: -36894776.000000 Penalty: 15036.945312
	Iteration 103Q: 3 clusters Score -3.689478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 190405 members 
Entering Unmasked Estep 
Score: -36894776.000000 Penalty: 15036.945312
	Iteration 104Q: 3 clusters Score -3.689478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 190407 members 
Entering Unmasked Estep 
Score: -36894768.000000 Penalty: 15036.945312
	Iteration 105Q: 3 clusters Score -3.689477e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23874 members 
Mstep: Class 2 contains 190410 members 
Entering Unmasked Estep 
Score: -36894776.000000 Penalty: 15036.945312
	Iteration 106Q: 3 clusters Score -3.689478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 190412 members 
Entering Unmasked Estep 
Score: -36894772.000000 Penalty: 15036.945312
	Iteration 107Q: 3 clusters Score -3.689477e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 190412 members 
Entering Unmasked Estep 
Score: -36894772.000000 Penalty: 15036.945312
	Iteration 108F: 3 clusters Score -3.689477e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Entering Unmasked Estep 
Score: -22473.988281 Penalty: 3163.431396
	Iteration 0F: 2 clusters Score -22473.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -20238.134766 Penalty: 6326.862793
	Iteration 0F: 3 clusters Score -20238.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -20256.664062 Penalty: 6326.862793
	Iteration 1Q: 3 clusters Score -20256.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -20264.957031 Penalty: 6326.862793
	Iteration 2Q: 3 clusters Score -20264.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -20264.957031 Penalty: 6326.862793
	Iteration 3F: 3 clusters Score -20264.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Entering Unmasked Estep 
Score: -458559.093750 Penalty: 4847.479492
	Iteration 0F: 2 clusters Score -458559.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -453020.812500 Penalty: 9694.958984
	Iteration 0F: 3 clusters Score -453020.8 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -453751.718750 Penalty: 9694.958984
	Iteration 1F: 3 clusters Score -453751.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -453983.781250 Penalty: 9694.958984
	Iteration 2F: 3 clusters Score -453983.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -454090.187500 Penalty: 9694.958984
	Iteration 3Q: 3 clusters Score -454090.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -454176.718750 Penalty: 9694.958984
	Iteration 4Q: 3 clusters Score -454176.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -454251.343750 Penalty: 9694.958984
	Iteration 5Q: 3 clusters Score -454251.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -454334.687500 Penalty: 9694.958984
	Iteration 6Q: 3 clusters Score -454334.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -454409.500000 Penalty: 9694.958984
	Iteration 7Q: 3 clusters Score -454409.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -454533.781250 Penalty: 9694.958984
	Iteration 8Q: 3 clusters Score -454533.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -454749.468750 Penalty: 9694.958984
	Iteration 9Q: 3 clusters Score -454749.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -455069.062500 Penalty: 9694.958984
	Iteration 10Q: 3 clusters Score -455069.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -455461.281250 Penalty: 9694.958984
	Iteration 11F: 3 clusters Score -455461.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -455853.312500 Penalty: 9694.958984
	Iteration 12F: 3 clusters Score -455853.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -456237.593750 Penalty: 9694.958984
	Iteration 13F: 3 clusters Score -456237.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -456633.000000 Penalty: 9694.958984
	Iteration 14F: 3 clusters Score -456633 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -457017.250000 Penalty: 9694.958984
	Iteration 15Q: 3 clusters Score -457017.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -457432.125000 Penalty: 9694.958984
	Iteration 16Q: 3 clusters Score -457432.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -457761.500000 Penalty: 9694.958984
	Iteration 17Q: 3 clusters Score -457761.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -457947.750000 Penalty: 9694.958984
	Iteration 18Q: 3 clusters Score -457947.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -457992.312500 Penalty: 9694.958984
	Iteration 19Q: 3 clusters Score -457992.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -458005.406250 Penalty: 9694.958984
	Iteration 20F: 3 clusters Score -458005.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -458008.062500 Penalty: 9694.958984
	Iteration 21Q: 3 clusters Score -458008.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -458008.062500 Penalty: 9694.958984
	Iteration 22F: 3 clusters Score -458008.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Entering Unmasked Estep 
Score: -1259539.250000 Penalty: 5489.700195
	Iteration 0F: 2 clusters Score -1259539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1250622.875000 Penalty: 10979.400391
	Iteration 0F: 3 clusters Score -1250623 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1252379.000000 Penalty: 10979.400391
	Iteration 1F: 3 clusters Score -1252379 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1252875.250000 Penalty: 10979.400391
	Iteration 2F: 3 clusters Score -1252875 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1253197.500000 Penalty: 10979.400391
	Iteration 3F: 3 clusters Score -1253198 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1253431.500000 Penalty: 10979.400391
	Iteration 4Q: 3 clusters Score -1253432 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1253698.625000 Penalty: 10979.400391
	Iteration 5Q: 3 clusters Score -1253699 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1254088.125000 Penalty: 10979.400391
	Iteration 6Q: 3 clusters Score -1254088 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1254351.750000 Penalty: 10979.400391
	Iteration 7Q: 3 clusters Score -1254352 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1254535.500000 Penalty: 10979.400391
	Iteration 8Q: 3 clusters Score -1254536 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1254679.875000 Penalty: 10979.400391
	Iteration 9Q: 3 clusters Score -1254680 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1254819.750000 Penalty: 10979.400391
	Iteration 10Q: 3 clusters Score -1254820 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1254949.875000 Penalty: 10979.400391
	Iteration 11Q: 3 clusters Score -1254950 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1255077.250000 Penalty: 10979.400391
	Iteration 12Q: 3 clusters Score -1255077 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1255212.875000 Penalty: 10979.400391
	Iteration 13Q: 3 clusters Score -1255213 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1255337.000000 Penalty: 10979.400391
	Iteration 14Q: 3 clusters Score -1255337 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1255473.125000 Penalty: 10979.400391
	Iteration 15Q: 3 clusters Score -1255473 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1255624.625000 Penalty: 10979.400391
	Iteration 16Q: 3 clusters Score -1255625 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1255810.625000 Penalty: 10979.400391
	Iteration 17Q: 3 clusters Score -1255811 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1255959.875000 Penalty: 10979.400391
	Iteration 18Q: 3 clusters Score -1255960 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1256100.125000 Penalty: 10979.400391
	Iteration 19Q: 3 clusters Score -1256100 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1256234.125000 Penalty: 10979.400391
	Iteration 20F: 3 clusters Score -1256234 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1256352.625000 Penalty: 10979.400391
	Iteration 21Q: 3 clusters Score -1256353 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1256438.375000 Penalty: 10979.400391
	Iteration 22Q: 3 clusters Score -1256438 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1256533.750000 Penalty: 10979.400391
	Iteration 23Q: 3 clusters Score -1256534 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1256606.625000 Penalty: 10979.400391
	Iteration 24Q: 3 clusters Score -1256607 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1256662.875000 Penalty: 10979.400391
	Iteration 25Q: 3 clusters Score -1256663 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1256715.125000 Penalty: 10979.400391
	Iteration 26Q: 3 clusters Score -1256715 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1256750.875000 Penalty: 10979.400391
	Iteration 27Q: 3 clusters Score -1256751 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1256780.250000 Penalty: 10979.400391
	Iteration 28Q: 3 clusters Score -1256780 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1256814.500000 Penalty: 10979.400391
	Iteration 29Q: 3 clusters Score -1256814 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1256843.000000 Penalty: 10979.400391
	Iteration 30Q: 3 clusters Score -1256843 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1256864.500000 Penalty: 10979.400391
	Iteration 31Q: 3 clusters Score -1256864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1256881.500000 Penalty: 10979.400391
	Iteration 32Q: 3 clusters Score -1256882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1256892.125000 Penalty: 10979.400391
	Iteration 33Q: 3 clusters Score -1256892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1256913.250000 Penalty: 10979.400391
	Iteration 34Q: 3 clusters Score -1256913 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1256926.125000 Penalty: 10979.400391
	Iteration 35Q: 3 clusters Score -1256926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1256944.125000 Penalty: 10979.400391
	Iteration 36Q: 3 clusters Score -1256944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1256958.250000 Penalty: 10979.400391
	Iteration 37Q: 3 clusters Score -1256958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1256970.875000 Penalty: 10979.400391
	Iteration 38Q: 3 clusters Score -1256971 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1256982.500000 Penalty: 10979.400391
	Iteration 39Q: 3 clusters Score -1256982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1256988.500000 Penalty: 10979.400391
	Iteration 40F: 3 clusters Score -1256988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1256988.250000 Penalty: 10979.400391
	Iteration 41Q: 3 clusters Score -1256988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1256991.875000 Penalty: 10979.400391
	Iteration 42Q: 3 clusters Score -1256992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1256991.875000 Penalty: 10979.400391
	Iteration 43F: 3 clusters Score -1256992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (25093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Entering Unmasked Estep 
Score: -4148406.250000 Penalty: 6204.835938
	Iteration 0F: 2 clusters Score -4148406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -4128668.500000 Penalty: 12409.671875
	Iteration 0F: 3 clusters Score -4128668 nChanged 10389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -4134125.500000 Penalty: 12409.671875
	Iteration 1F: 3 clusters Score -4134126 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -4134814.000000 Penalty: 12409.671875
	Iteration 2F: 3 clusters Score -4134814 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -4135348.000000 Penalty: 12409.671875
	Iteration 3Q: 3 clusters Score -4135348 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -4135768.000000 Penalty: 12409.671875
	Iteration 4Q: 3 clusters Score -4135768 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -4136150.250000 Penalty: 12409.671875
	Iteration 5Q: 3 clusters Score -4136150 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -4136500.000000 Penalty: 12409.671875
	Iteration 6Q: 3 clusters Score -4136500 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -4136776.500000 Penalty: 12409.671875
	Iteration 7Q: 3 clusters Score -4136776 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -4137066.000000 Penalty: 12409.671875
	Iteration 8Q: 3 clusters Score -4137066 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -4137326.750000 Penalty: 12409.671875
	Iteration 9Q: 3 clusters Score -4137327 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -4137618.500000 Penalty: 12409.671875
	Iteration 10Q: 3 clusters Score -4137618 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -4138024.000000 Penalty: 12409.671875
	Iteration 11Q: 3 clusters Score -4138024 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -4138459.750000 Penalty: 12409.671875
	Iteration 12Q: 3 clusters Score -4138460 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -4138984.000000 Penalty: 12409.671875
	Iteration 13Q: 3 clusters Score -4138984 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -4139531.750000 Penalty: 12409.671875
	Iteration 14Q: 3 clusters Score -4139532 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -4140175.500000 Penalty: 12409.671875
	Iteration 15Q: 3 clusters Score -4140176 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -4140793.500000 Penalty: 12409.671875
	Iteration 16Q: 3 clusters Score -4140794 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -4141383.000000 Penalty: 12409.671875
	Iteration 17Q: 3 clusters Score -4141383 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -4141900.250000 Penalty: 12409.671875
	Iteration 18Q: 3 clusters Score -4141900 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -4142302.000000 Penalty: 12409.671875
	Iteration 19Q: 3 clusters Score -4142302 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -4142659.500000 Penalty: 12409.671875
	Iteration 20F: 3 clusters Score -4142660 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -4142959.000000 Penalty: 12409.671875
	Iteration 21Q: 3 clusters Score -4142959 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -4143176.250000 Penalty: 12409.671875
	Iteration 22Q: 3 clusters Score -4143176 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -4143366.250000 Penalty: 12409.671875
	Iteration 23Q: 3 clusters Score -4143366 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -4143507.750000 Penalty: 12409.671875
	Iteration 24Q: 3 clusters Score -4143508 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
Score: -4143626.500000 Penalty: 12409.671875
	Iteration 25Q: 3 clusters Score -4143626 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -4143716.250000 Penalty: 12409.671875
	Iteration 26Q: 3 clusters Score -4143716 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -4143780.750000 Penalty: 12409.671875
	Iteration 27Q: 3 clusters Score -4143781 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
Score: -4143825.000000 Penalty: 12409.671875
	Iteration 28Q: 3 clusters Score -4143825 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -4143863.250000 Penalty: 12409.671875
	Iteration 29Q: 3 clusters Score -4143863 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -4143899.750000 Penalty: 12409.671875
	Iteration 30Q: 3 clusters Score -4143900 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -4143915.000000 Penalty: 12409.671875
	Iteration 31Q: 3 clusters Score -4143915 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -4143928.500000 Penalty: 12409.671875
	Iteration 32Q: 3 clusters Score -4143928 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 23686 members 
Entering Unmasked Estep 
Score: -4143948.250000 Penalty: 12409.671875
	Iteration 33Q: 3 clusters Score -4143948 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -4143953.000000 Penalty: 12409.671875
	Iteration 34Q: 3 clusters Score -4143953 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -4143982.500000 Penalty: 12409.671875
	Iteration 35Q: 3 clusters Score -4143982 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 23748 members 
Entering Unmasked Estep 
Score: -4144003.500000 Penalty: 12409.671875
	Iteration 36Q: 3 clusters Score -4144004 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -4144015.250000 Penalty: 12409.671875
	Iteration 37Q: 3 clusters Score -4144015 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -4144039.750000 Penalty: 12409.671875
	Iteration 38Q: 3 clusters Score -4144040 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 23807 members 
Entering Unmasked Estep 
Score: -4144060.000000 Penalty: 12409.671875
	Iteration 39Q: 3 clusters Score -4144060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -4144063.250000 Penalty: 12409.671875
	Iteration 40F: 3 clusters Score -4144063 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -4144078.750000 Penalty: 12409.671875
	Iteration 41Q: 3 clusters Score -4144079 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -4144086.250000 Penalty: 12409.671875
	Iteration 42Q: 3 clusters Score -4144086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -4144084.500000 Penalty: 12409.671875
	Iteration 43Q: 3 clusters Score -4144084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 23849 members 
Entering Unmasked Estep 
Score: -4144089.250000 Penalty: 12409.671875
	Iteration 44Q: 3 clusters Score -4144089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -4144093.750000 Penalty: 12409.671875
	Iteration 45Q: 3 clusters Score -4144094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -4144096.000000 Penalty: 12409.671875
	Iteration 46Q: 3 clusters Score -4144096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -4144096.000000 Penalty: 12409.671875
	Iteration 47Q: 3 clusters Score -4144096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -4144106.750000 Penalty: 12409.671875
	Iteration 48Q: 3 clusters Score -4144107 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -4144112.000000 Penalty: 12409.671875
	Iteration 49Q: 3 clusters Score -4144112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -4144111.000000 Penalty: 12409.671875
	Iteration 50Q: 3 clusters Score -4144111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -4144122.750000 Penalty: 12409.671875
	Iteration 51Q: 3 clusters Score -4144123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -4144124.750000 Penalty: 12409.671875
	Iteration 52Q: 3 clusters Score -4144125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -4144120.750000 Penalty: 12409.671875
	Iteration 53Q: 3 clusters Score -4144121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 23885 members 
Entering Unmasked Estep 
Score: -4144125.000000 Penalty: 12409.671875
	Iteration 54Q: 3 clusters Score -4144125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -4144127.500000 Penalty: 12409.671875
	Iteration 55Q: 3 clusters Score -4144128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 23897 members 
Entering Unmasked Estep 
Score: -4144129.000000 Penalty: 12409.671875
	Iteration 56Q: 3 clusters Score -4144129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -4144128.250000 Penalty: 12409.671875
	Iteration 57Q: 3 clusters Score -4144128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -4144134.250000 Penalty: 12409.671875
	Iteration 58Q: 3 clusters Score -4144134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 23900 members 
Entering Unmasked Estep 
Score: -4144138.750000 Penalty: 12409.671875
	Iteration 59Q: 3 clusters Score -4144139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 23900 members 
Entering Unmasked Estep 
Score: -4144138.750000 Penalty: 12409.671875
	Iteration 60F: 3 clusters Score -4144139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46009 members 
Entering Unmasked Estep 
Score: -7990351.500000 Penalty: 6576.162598
	Iteration 0F: 2 clusters Score -7990352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 23150 members 
Entering Unmasked Estep 
Score: -7957437.000000 Penalty: 13152.325195
	Iteration 0F: 3 clusters Score -7957437 nChanged 19950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 23708 members 
Entering Unmasked Estep 
Score: -7967858.000000 Penalty: 13152.325195
	Iteration 1F: 3 clusters Score -7967858 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 24159 members 
Entering Unmasked Estep 
Score: -7968755.500000 Penalty: 13152.325195
	Iteration 2F: 3 clusters Score -7968756 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
Score: -7969469.000000 Penalty: 13152.325195
	Iteration 3Q: 3 clusters Score -7969469 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 25348 members 
Entering Unmasked Estep 
Score: -7970207.000000 Penalty: 13152.325195
	Iteration 4Q: 3 clusters Score -7970207 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
Score: -7970896.000000 Penalty: 13152.325195
	Iteration 5Q: 3 clusters Score -7970896 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 27028 members 
Entering Unmasked Estep 
Score: -7971751.000000 Penalty: 13152.325195
	Iteration 6Q: 3 clusters Score -7971751 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 27959 members 
Entering Unmasked Estep 
Score: -7972612.500000 Penalty: 13152.325195
	Iteration 7Q: 3 clusters Score -7972612 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 29018 members 
Entering Unmasked Estep 
Score: -7973696.000000 Penalty: 13152.325195
	Iteration 8Q: 3 clusters Score -7973696 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 30157 members 
Entering Unmasked Estep 
Score: -7974890.500000 Penalty: 13152.325195
	Iteration 9Q: 3 clusters Score -7974890 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 31373 members 
Entering Unmasked Estep 
Score: -7976034.500000 Penalty: 13152.325195
	Iteration 10Q: 3 clusters Score -7976034 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 32637 members 
Entering Unmasked Estep 
Score: -7977143.000000 Penalty: 13152.325195
	Iteration 11Q: 3 clusters Score -7977143 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
Score: -7978112.500000 Penalty: 13152.325195
	Iteration 12Q: 3 clusters Score -7978112 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 35151 members 
Entering Unmasked Estep 
Score: -7979020.500000 Penalty: 13152.325195
	Iteration 13Q: 3 clusters Score -7979020 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 36392 members 
Entering Unmasked Estep 
Score: -7979808.500000 Penalty: 13152.325195
	Iteration 14Q: 3 clusters Score -7979808 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 37608 members 
Entering Unmasked Estep 
Score: -7980611.000000 Penalty: 13152.325195
	Iteration 15Q: 3 clusters Score -7980611 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 38753 members 
Entering Unmasked Estep 
Score: -7981305.500000 Penalty: 13152.325195
	Iteration 16Q: 3 clusters Score -7981306 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 39780 members 
Entering Unmasked Estep 
Score: -7981908.000000 Penalty: 13152.325195
	Iteration 17Q: 3 clusters Score -7981908 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 40672 members 
Entering Unmasked Estep 
Score: -7982444.000000 Penalty: 13152.325195
	Iteration 18Q: 3 clusters Score -7982444 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 41418 members 
Entering Unmasked Estep 
Score: -7982878.500000 Penalty: 13152.325195
	Iteration 19Q: 3 clusters Score -7982878 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 42026 members 
Entering Unmasked Estep 
Score: -7983268.000000 Penalty: 13152.325195
	Iteration 20F: 3 clusters Score -7983268 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 42532 members 
Entering Unmasked Estep 
Score: -7983563.000000 Penalty: 13152.325195
	Iteration 21Q: 3 clusters Score -7983563 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 42925 members 
Entering Unmasked Estep 
Score: -7983811.000000 Penalty: 13152.325195
	Iteration 22Q: 3 clusters Score -7983811 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 43232 members 
Entering Unmasked Estep 
Score: -7984009.500000 Penalty: 13152.325195
	Iteration 23Q: 3 clusters Score -7984010 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 43460 members 
Entering Unmasked Estep 
Score: -7984145.000000 Penalty: 13152.325195
	Iteration 24Q: 3 clusters Score -7984145 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 43640 members 
Entering Unmasked Estep 
Score: -7984262.500000 Penalty: 13152.325195
	Iteration 25Q: 3 clusters Score -7984262 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 43782 members 
Entering Unmasked Estep 
Score: -7984355.500000 Penalty: 13152.325195
	Iteration 26Q: 3 clusters Score -7984356 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 43875 members 
Entering Unmasked Estep 
Score: -7984436.500000 Penalty: 13152.325195
	Iteration 27Q: 3 clusters Score -7984436 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 43952 members 
Entering Unmasked Estep 
Score: -7984480.500000 Penalty: 13152.325195
	Iteration 28Q: 3 clusters Score -7984480 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 44028 members 
Entering Unmasked Estep 
Score: -7984531.000000 Penalty: 13152.325195
	Iteration 29Q: 3 clusters Score -7984531 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 44091 members 
Entering Unmasked Estep 
Score: -7984574.000000 Penalty: 13152.325195
	Iteration 30Q: 3 clusters Score -7984574 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 44138 members 
Entering Unmasked Estep 
Score: -7984597.000000 Penalty: 13152.325195
	Iteration 31Q: 3 clusters Score -7984597 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 44190 members 
Entering Unmasked Estep 
Score: -7984620.500000 Penalty: 13152.325195
	Iteration 32Q: 3 clusters Score -7984620 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 44226 members 
Entering Unmasked Estep 
Score: -7984647.000000 Penalty: 13152.325195
	Iteration 33Q: 3 clusters Score -7984647 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 44259 members 
Entering Unmasked Estep 
Score: -7984693.000000 Penalty: 13152.325195
	Iteration 34Q: 3 clusters Score -7984693 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 44303 members 
Entering Unmasked Estep 
Score: -7984706.500000 Penalty: 13152.325195
	Iteration 35Q: 3 clusters Score -7984706 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 44327 members 
Entering Unmasked Estep 
Score: -7984735.000000 Penalty: 13152.325195
	Iteration 36Q: 3 clusters Score -7984735 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 44353 members 
Entering Unmasked Estep 
Score: -7984732.500000 Penalty: 13152.325195
	Iteration 37Q: 3 clusters Score -7984732 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 44370 members 
Entering Unmasked Estep 
Score: -7984747.000000 Penalty: 13152.325195
	Iteration 38Q: 3 clusters Score -7984747 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 44384 members 
Entering Unmasked Estep 
Score: -7984761.500000 Penalty: 13152.325195
	Iteration 39Q: 3 clusters Score -7984762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 44396 members 
Entering Unmasked Estep 
Score: -7984768.000000 Penalty: 13152.325195
	Iteration 40F: 3 clusters Score -7984768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 44405 members 
Entering Unmasked Estep 
Score: -7984777.000000 Penalty: 13152.325195
	Iteration 41Q: 3 clusters Score -7984777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 44412 members 
Entering Unmasked Estep 
Score: -7984774.000000 Penalty: 13152.325195
	Iteration 42Q: 3 clusters Score -7984774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 44421 members 
Entering Unmasked Estep 
Score: -7984780.500000 Penalty: 13152.325195
	Iteration 43Q: 3 clusters Score -7984780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 44428 members 
Entering Unmasked Estep 
Score: -7984783.500000 Penalty: 13152.325195
	Iteration 44Q: 3 clusters Score -7984784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 44435 members 
Entering Unmasked Estep 
Score: -7984793.000000 Penalty: 13152.325195
	Iteration 45Q: 3 clusters Score -7984793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 44441 members 
Entering Unmasked Estep 
Score: -7984793.500000 Penalty: 13152.325195
	Iteration 46Q: 3 clusters Score -7984794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 44445 members 
Entering Unmasked Estep 
Score: -7984792.000000 Penalty: 13152.325195
	Iteration 47Q: 3 clusters Score -7984792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 44447 members 
Entering Unmasked Estep 
Score: -7984786.000000 Penalty: 13152.325195
	Iteration 48Q: 3 clusters Score -7984786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 44450 members 
Entering Unmasked Estep 
Score: -7984798.500000 Penalty: 13152.325195
	Iteration 49Q: 3 clusters Score -7984798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 44451 members 
Entering Unmasked Estep 
Score: -7984798.000000 Penalty: 13152.325195
	Iteration 50Q: 3 clusters Score -7984798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 44451 members 
Entering Unmasked Estep 
Score: -7984798.000000 Penalty: 13152.325195
	Iteration 51F: 3 clusters Score -7984798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Entering Unmasked Estep 
Score: -1729108.750000 Penalty: 5670.225098
	Iteration 0F: 2 clusters Score -1729109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1718611.875000 Penalty: 11340.450195
	Iteration 0F: 3 clusters Score -1718612 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1720934.500000 Penalty: 11340.450195
	Iteration 1F: 3 clusters Score -1720934 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1721624.000000 Penalty: 11340.450195
	Iteration 2F: 3 clusters Score -1721624 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1722155.250000 Penalty: 11340.450195
	Iteration 3F: 3 clusters Score -1722155 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1722620.875000 Penalty: 11340.450195
	Iteration 4F: 3 clusters Score -1722621 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1722993.500000 Penalty: 11340.450195
	Iteration 5F: 3 clusters Score -1722994 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1723306.625000 Penalty: 11340.450195
	Iteration 6Q: 3 clusters Score -1723307 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1723581.875000 Penalty: 11340.450195
	Iteration 7Q: 3 clusters Score -1723582 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1723873.000000 Penalty: 11340.450195
	Iteration 8Q: 3 clusters Score -1723873 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1724118.250000 Penalty: 11340.450195
	Iteration 9Q: 3 clusters Score -1724118 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1724318.000000 Penalty: 11340.450195
	Iteration 10Q: 3 clusters Score -1724318 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1724465.625000 Penalty: 11340.450195
	Iteration 11Q: 3 clusters Score -1724466 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1724606.000000 Penalty: 11340.450195
	Iteration 12Q: 3 clusters Score -1724606 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1724706.375000 Penalty: 11340.450195
	Iteration 13Q: 3 clusters Score -1724706 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1724774.625000 Penalty: 11340.450195
	Iteration 14Q: 3 clusters Score -1724775 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1724809.625000 Penalty: 11340.450195
	Iteration 15Q: 3 clusters Score -1724810 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1724842.500000 Penalty: 11340.450195
	Iteration 16Q: 3 clusters Score -1724842 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1724864.875000 Penalty: 11340.450195
	Iteration 17Q: 3 clusters Score -1724865 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1724885.750000 Penalty: 11340.450195
	Iteration 18Q: 3 clusters Score -1724886 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1724913.500000 Penalty: 11340.450195
	Iteration 19Q: 3 clusters Score -1724914 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1724925.000000 Penalty: 11340.450195
	Iteration 20F: 3 clusters Score -1724925 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1724939.750000 Penalty: 11340.450195
	Iteration 21Q: 3 clusters Score -1724940 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1724950.000000 Penalty: 11340.450195
	Iteration 22Q: 3 clusters Score -1724950 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1724968.500000 Penalty: 11340.450195
	Iteration 23Q: 3 clusters Score -1724968 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1724971.375000 Penalty: 11340.450195
	Iteration 24Q: 3 clusters Score -1724971 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1724979.500000 Penalty: 11340.450195
	Iteration 25Q: 3 clusters Score -1724980 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1724996.000000 Penalty: 11340.450195
	Iteration 26Q: 3 clusters Score -1724996 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1725010.875000 Penalty: 11340.450195
	Iteration 27Q: 3 clusters Score -1725011 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1725026.375000 Penalty: 11340.450195
	Iteration 28Q: 3 clusters Score -1725026 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1725041.875000 Penalty: 11340.450195
	Iteration 29Q: 3 clusters Score -1725042 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1725053.875000 Penalty: 11340.450195
	Iteration 30Q: 3 clusters Score -1725054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1725061.375000 Penalty: 11340.450195
	Iteration 31Q: 3 clusters Score -1725061 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1725071.375000 Penalty: 11340.450195
	Iteration 32Q: 3 clusters Score -1725071 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1725079.000000 Penalty: 11340.450195
	Iteration 33Q: 3 clusters Score -1725079 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1725079.875000 Penalty: 11340.450195
	Iteration 34Q: 3 clusters Score -1725080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1725090.625000 Penalty: 11340.450195
	Iteration 35Q: 3 clusters Score -1725091 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1725098.500000 Penalty: 11340.450195
	Iteration 36Q: 3 clusters Score -1725098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1725105.125000 Penalty: 11340.450195
	Iteration 37Q: 3 clusters Score -1725105 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1725109.125000 Penalty: 11340.450195
	Iteration 38Q: 3 clusters Score -1725109 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1725120.625000 Penalty: 11340.450195
	Iteration 39Q: 3 clusters Score -1725121 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1725127.875000 Penalty: 11340.450195
	Iteration 40F: 3 clusters Score -1725128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1725133.375000 Penalty: 11340.450195
	Iteration 41Q: 3 clusters Score -1725133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1725135.250000 Penalty: 11340.450195
	Iteration 42Q: 3 clusters Score -1725135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1725141.125000 Penalty: 11340.450195
	Iteration 43Q: 3 clusters Score -1725141 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1725143.750000 Penalty: 11340.450195
	Iteration 44Q: 3 clusters Score -1725144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1725147.000000 Penalty: 11340.450195
	Iteration 45Q: 3 clusters Score -1725147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1725149.875000 Penalty: 11340.450195
	Iteration 46Q: 3 clusters Score -1725150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1725152.250000 Penalty: 11340.450195
	Iteration 47Q: 3 clusters Score -1725152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1725152.000000 Penalty: 11340.450195
	Iteration 48Q: 3 clusters Score -1725152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1725152.750000 Penalty: 11340.450195
	Iteration 49Q: 3 clusters Score -1725153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1725155.875000 Penalty: 11340.450195
	Iteration 50Q: 3 clusters Score -1725156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1725161.750000 Penalty: 11340.450195
	Iteration 51Q: 3 clusters Score -1725162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1725159.500000 Penalty: 11340.450195
	Iteration 52Q: 3 clusters Score -1725160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1725160.250000 Penalty: 11340.450195
	Iteration 53Q: 3 clusters Score -1725160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1725163.000000 Penalty: 11340.450195
	Iteration 54Q: 3 clusters Score -1725163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1725162.375000 Penalty: 11340.450195
	Iteration 55Q: 3 clusters Score -1725162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1725165.750000 Penalty: 11340.450195
	Iteration 56Q: 3 clusters Score -1725166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1725166.000000 Penalty: 11340.450195
	Iteration 57Q: 3 clusters Score -1725166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1725165.250000 Penalty: 11340.450195
	Iteration 58Q: 3 clusters Score -1725165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1725165.000000 Penalty: 11340.450195
	Iteration 59Q: 3 clusters Score -1725165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1725168.000000 Penalty: 11340.450195
	Iteration 60F: 3 clusters Score -1725168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (20582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Entering Unmasked Estep 
Score: -3574828.250000 Penalty: 6083.455078
	Iteration 0F: 2 clusters Score -3574828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -3557924.250000 Penalty: 12166.910156
	Iteration 0F: 3 clusters Score -3557924 nChanged 8380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -3562337.750000 Penalty: 12166.910156
	Iteration 1F: 3 clusters Score -3562338 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -3563020.750000 Penalty: 12166.910156
	Iteration 2F: 3 clusters Score -3563021 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -3563525.750000 Penalty: 12166.910156
	Iteration 3F: 3 clusters Score -3563526 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -3563987.000000 Penalty: 12166.910156
	Iteration 4Q: 3 clusters Score -3563987 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -3564382.000000 Penalty: 12166.910156
	Iteration 5Q: 3 clusters Score -3564382 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -3564658.250000 Penalty: 12166.910156
	Iteration 6Q: 3 clusters Score -3564658 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -3564868.000000 Penalty: 12166.910156
	Iteration 7Q: 3 clusters Score -3564868 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -3565056.250000 Penalty: 12166.910156
	Iteration 8Q: 3 clusters Score -3565056 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -3565229.250000 Penalty: 12166.910156
	Iteration 9Q: 3 clusters Score -3565229 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -3565377.750000 Penalty: 12166.910156
	Iteration 10Q: 3 clusters Score -3565378 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -3565537.250000 Penalty: 12166.910156
	Iteration 11Q: 3 clusters Score -3565537 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -3565656.250000 Penalty: 12166.910156
	Iteration 12Q: 3 clusters Score -3565656 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -3565778.000000 Penalty: 12166.910156
	Iteration 13Q: 3 clusters Score -3565778 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -3565883.500000 Penalty: 12166.910156
	Iteration 14Q: 3 clusters Score -3565884 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -3565982.750000 Penalty: 12166.910156
	Iteration 15Q: 3 clusters Score -3565983 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -3566111.500000 Penalty: 12166.910156
	Iteration 16Q: 3 clusters Score -3566112 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -3566215.000000 Penalty: 12166.910156
	Iteration 17Q: 3 clusters Score -3566215 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -3566328.000000 Penalty: 12166.910156
	Iteration 18Q: 3 clusters Score -3566328 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -3566413.750000 Penalty: 12166.910156
	Iteration 19Q: 3 clusters Score -3566414 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -3566539.000000 Penalty: 12166.910156
	Iteration 20F: 3 clusters Score -3566539 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -3566692.750000 Penalty: 12166.910156
	Iteration 21Q: 3 clusters Score -3566693 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -3566827.000000 Penalty: 12166.910156
	Iteration 22Q: 3 clusters Score -3566827 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -3567001.250000 Penalty: 12166.910156
	Iteration 23Q: 3 clusters Score -3567001 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -3567223.250000 Penalty: 12166.910156
	Iteration 24Q: 3 clusters Score -3567223 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -3567519.250000 Penalty: 12166.910156
	Iteration 25Q: 3 clusters Score -3567519 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -3567918.250000 Penalty: 12166.910156
	Iteration 26Q: 3 clusters Score -3567918 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -3568275.250000 Penalty: 12166.910156
	Iteration 27Q: 3 clusters Score -3568275 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -3568616.750000 Penalty: 12166.910156
	Iteration 28Q: 3 clusters Score -3568617 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -3568918.500000 Penalty: 12166.910156
	Iteration 29Q: 3 clusters Score -3568918 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -3569200.750000 Penalty: 12166.910156
	Iteration 30Q: 3 clusters Score -3569201 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -3569473.750000 Penalty: 12166.910156
	Iteration 31Q: 3 clusters Score -3569474 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -3569660.000000 Penalty: 12166.910156
	Iteration 32Q: 3 clusters Score -3569660 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -3569781.000000 Penalty: 12166.910156
	Iteration 33Q: 3 clusters Score -3569781 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -3569875.000000 Penalty: 12166.910156
	Iteration 34Q: 3 clusters Score -3569875 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -3569968.250000 Penalty: 12166.910156
	Iteration 35Q: 3 clusters Score -3569968 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -3570038.750000 Penalty: 12166.910156
	Iteration 36Q: 3 clusters Score -3570039 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -3570095.500000 Penalty: 12166.910156
	Iteration 37Q: 3 clusters Score -3570096 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -3570137.500000 Penalty: 12166.910156
	Iteration 38Q: 3 clusters Score -3570138 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -3570162.500000 Penalty: 12166.910156
	Iteration 39Q: 3 clusters Score -3570162 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -3570182.250000 Penalty: 12166.910156
	Iteration 40F: 3 clusters Score -3570182 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -3570218.000000 Penalty: 12166.910156
	Iteration 41Q: 3 clusters Score -3570218 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -3570250.500000 Penalty: 12166.910156
	Iteration 42Q: 3 clusters Score -3570250 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -3570258.250000 Penalty: 12166.910156
	Iteration 43Q: 3 clusters Score -3570258 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -3570267.750000 Penalty: 12166.910156
	Iteration 44Q: 3 clusters Score -3570268 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -3570292.000000 Penalty: 12166.910156
	Iteration 45Q: 3 clusters Score -3570292 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -3570305.750000 Penalty: 12166.910156
	Iteration 46Q: 3 clusters Score -3570306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -3570310.250000 Penalty: 12166.910156
	Iteration 47Q: 3 clusters Score -3570310 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -3570324.500000 Penalty: 12166.910156
	Iteration 48Q: 3 clusters Score -3570324 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -3570329.250000 Penalty: 12166.910156
	Iteration 49Q: 3 clusters Score -3570329 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -3570325.500000 Penalty: 12166.910156
	Iteration 50Q: 3 clusters Score -3570326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -3570336.250000 Penalty: 12166.910156
	Iteration 51Q: 3 clusters Score -3570336 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -3570342.500000 Penalty: 12166.910156
	Iteration 52Q: 3 clusters Score -3570342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -3570342.000000 Penalty: 12166.910156
	Iteration 53Q: 3 clusters Score -3570342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -3570353.250000 Penalty: 12166.910156
	Iteration 54Q: 3 clusters Score -3570353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -3570358.000000 Penalty: 12166.910156
	Iteration 55Q: 3 clusters Score -3570358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -3570358.750000 Penalty: 12166.910156
	Iteration 56Q: 3 clusters Score -3570359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -3570351.250000 Penalty: 12166.910156
	Iteration 57Q: 3 clusters Score -3570351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -3570357.500000 Penalty: 12166.910156
	Iteration 58Q: 3 clusters Score -3570358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -3570356.250000 Penalty: 12166.910156
	Iteration 59Q: 3 clusters Score -3570356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -3570367.000000 Penalty: 12166.910156
	Iteration 60F: 3 clusters Score -3570367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -3570364.000000 Penalty: 12166.910156
	Iteration 61Q: 3 clusters Score -3570364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -3570365.500000 Penalty: 12166.910156
	Iteration 62Q: 3 clusters Score -3570366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -3570366.500000 Penalty: 12166.910156
	Iteration 63Q: 3 clusters Score -3570366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -3570372.000000 Penalty: 12166.910156
	Iteration 64Q: 3 clusters Score -3570372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -3570371.500000 Penalty: 12166.910156
	Iteration 65Q: 3 clusters Score -3570372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -3570375.000000 Penalty: 12166.910156
	Iteration 66Q: 3 clusters Score -3570375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -3570372.500000 Penalty: 12166.910156
	Iteration 67Q: 3 clusters Score -3570372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -3570379.750000 Penalty: 12166.910156
	Iteration 68Q: 3 clusters Score -3570380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -3570377.500000 Penalty: 12166.910156
	Iteration 69Q: 3 clusters Score -3570378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -3570378.750000 Penalty: 12166.910156
	Iteration 70Q: 3 clusters Score -3570379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -3570378.750000 Penalty: 12166.910156
	Iteration 71F: 3 clusters Score -3570379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Entering Unmasked Estep 
Score: -137497.328125 Penalty: 4159.623047
	Iteration 0F: 2 clusters Score -137497.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -133512.015625 Penalty: 8319.246094
	Iteration 0F: 3 clusters Score -133512 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -133815.500000 Penalty: 8319.246094
	Iteration 1F: 3 clusters Score -133815.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -134007.062500 Penalty: 8319.246094
	Iteration 2Q: 3 clusters Score -134007.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -134073.468750 Penalty: 8319.246094
	Iteration 3Q: 3 clusters Score -134073.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -134091.250000 Penalty: 8319.246094
	Iteration 4Q: 3 clusters Score -134091.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -134100.765625 Penalty: 8319.246094
	Iteration 5Q: 3 clusters Score -134100.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -134112.421875 Penalty: 8319.246094
	Iteration 6Q: 3 clusters Score -134112.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -134118.765625 Penalty: 8319.246094
	Iteration 7Q: 3 clusters Score -134118.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -134129.343750 Penalty: 8319.246094
	Iteration 8Q: 3 clusters Score -134129.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -134134.562500 Penalty: 8319.246094
	Iteration 9Q: 3 clusters Score -134134.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -134134.562500 Penalty: 8319.246094
	Iteration 10F: 3 clusters Score -134134.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Entering Unmasked Estep 
Score: -217891.656250 Penalty: 4437.089355
	Iteration 0F: 2 clusters Score -217891.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -213451.578125 Penalty: 8874.178711
	Iteration 0F: 3 clusters Score -213451.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -214095.375000 Penalty: 8874.178711
	Iteration 1F: 3 clusters Score -214095.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -214749.250000 Penalty: 8874.178711
	Iteration 2F: 3 clusters Score -214749.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -215268.500000 Penalty: 8874.178711
	Iteration 3F: 3 clusters Score -215268.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -215517.671875 Penalty: 8874.178711
	Iteration 4F: 3 clusters Score -215517.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -215686.296875 Penalty: 8874.178711
	Iteration 5Q: 3 clusters Score -215686.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -215789.406250 Penalty: 8874.178711
	Iteration 6Q: 3 clusters Score -215789.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -215824.234375 Penalty: 8874.178711
	Iteration 7Q: 3 clusters Score -215824.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -215851.093750 Penalty: 8874.178711
	Iteration 8Q: 3 clusters Score -215851.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -215893.578125 Penalty: 8874.178711
	Iteration 9Q: 3 clusters Score -215893.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -215925.484375 Penalty: 8874.178711
	Iteration 10Q: 3 clusters Score -215925.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -215943.234375 Penalty: 8874.178711
	Iteration 11Q: 3 clusters Score -215943.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -215974.093750 Penalty: 8874.178711
	Iteration 12Q: 3 clusters Score -215974.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -216028.375000 Penalty: 8874.178711
	Iteration 13Q: 3 clusters Score -216028.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -216057.296875 Penalty: 8874.178711
	Iteration 14Q: 3 clusters Score -216057.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -216081.187500 Penalty: 8874.178711
	Iteration 15Q: 3 clusters Score -216081.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -216105.515625 Penalty: 8874.178711
	Iteration 16Q: 3 clusters Score -216105.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -216126.671875 Penalty: 8874.178711
	Iteration 17Q: 3 clusters Score -216126.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -216143.812500 Penalty: 8874.178711
	Iteration 18Q: 3 clusters Score -216143.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -216155.484375 Penalty: 8874.178711
	Iteration 19Q: 3 clusters Score -216155.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -216159.046875 Penalty: 8874.178711
	Iteration 20F: 3 clusters Score -216159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -216169.781250 Penalty: 8874.178711
	Iteration 21Q: 3 clusters Score -216169.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -216173.390625 Penalty: 8874.178711
	Iteration 22Q: 3 clusters Score -216173.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -216174.031250 Penalty: 8874.178711
	Iteration 23Q: 3 clusters Score -216174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -216174.031250 Penalty: 8874.178711
	Iteration 24F: 3 clusters Score -216174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (14645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Entering Unmasked Estep 
Score: -2405520.500000 Penalty: 5875.010742
	Iteration 0F: 2 clusters Score -2405520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -2392431.750000 Penalty: 11750.021484
	Iteration 0F: 3 clusters Score -2392432 nChanged 5692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -2395586.250000 Penalty: 11750.021484
	Iteration 1F: 3 clusters Score -2395586 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -2396380.750000 Penalty: 11750.021484
	Iteration 2F: 3 clusters Score -2396381 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -2397153.000000 Penalty: 11750.021484
	Iteration 3F: 3 clusters Score -2397153 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -2397855.750000 Penalty: 11750.021484
	Iteration 4F: 3 clusters Score -2397856 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -2398617.250000 Penalty: 11750.021484
	Iteration 5F: 3 clusters Score -2398617 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -2399293.500000 Penalty: 11750.021484
	Iteration 6F: 3 clusters Score -2399294 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -2399829.500000 Penalty: 11750.021484
	Iteration 7Q: 3 clusters Score -2399830 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -2400228.750000 Penalty: 11750.021484
	Iteration 8Q: 3 clusters Score -2400229 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -2400522.500000 Penalty: 11750.021484
	Iteration 9Q: 3 clusters Score -2400522 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -2400732.250000 Penalty: 11750.021484
	Iteration 10Q: 3 clusters Score -2400732 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -2400855.500000 Penalty: 11750.021484
	Iteration 11Q: 3 clusters Score -2400856 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -2400949.750000 Penalty: 11750.021484
	Iteration 12Q: 3 clusters Score -2400950 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -2401014.750000 Penalty: 11750.021484
	Iteration 13Q: 3 clusters Score -2401015 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -2401061.000000 Penalty: 11750.021484
	Iteration 14Q: 3 clusters Score -2401061 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -2401117.250000 Penalty: 11750.021484
	Iteration 15Q: 3 clusters Score -2401117 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -2401156.000000 Penalty: 11750.021484
	Iteration 16Q: 3 clusters Score -2401156 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -2401200.750000 Penalty: 11750.021484
	Iteration 17Q: 3 clusters Score -2401201 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -2401231.250000 Penalty: 11750.021484
	Iteration 18Q: 3 clusters Score -2401231 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -2401260.750000 Penalty: 11750.021484
	Iteration 19Q: 3 clusters Score -2401261 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -2401279.500000 Penalty: 11750.021484
	Iteration 20F: 3 clusters Score -2401280 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -2401300.750000 Penalty: 11750.021484
	Iteration 21Q: 3 clusters Score -2401301 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -2401310.000000 Penalty: 11750.021484
	Iteration 22Q: 3 clusters Score -2401310 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -2401327.000000 Penalty: 11750.021484
	Iteration 23Q: 3 clusters Score -2401327 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -2401348.250000 Penalty: 11750.021484
	Iteration 24Q: 3 clusters Score -2401348 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -2401362.750000 Penalty: 11750.021484
	Iteration 25Q: 3 clusters Score -2401363 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -2401372.500000 Penalty: 11750.021484
	Iteration 26Q: 3 clusters Score -2401372 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -2401391.250000 Penalty: 11750.021484
	Iteration 27Q: 3 clusters Score -2401391 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -2401415.250000 Penalty: 11750.021484
	Iteration 28Q: 3 clusters Score -2401415 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -2401429.000000 Penalty: 11750.021484
	Iteration 29Q: 3 clusters Score -2401429 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -2401455.250000 Penalty: 11750.021484
	Iteration 30Q: 3 clusters Score -2401455 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -2401497.250000 Penalty: 11750.021484
	Iteration 31Q: 3 clusters Score -2401497 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -2401525.500000 Penalty: 11750.021484
	Iteration 32Q: 3 clusters Score -2401526 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -2401570.500000 Penalty: 11750.021484
	Iteration 33Q: 3 clusters Score -2401570 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -2401619.500000 Penalty: 11750.021484
	Iteration 34Q: 3 clusters Score -2401620 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -2401661.250000 Penalty: 11750.021484
	Iteration 35Q: 3 clusters Score -2401661 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -2401712.000000 Penalty: 11750.021484
	Iteration 36Q: 3 clusters Score -2401712 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -2401765.500000 Penalty: 11750.021484
	Iteration 37Q: 3 clusters Score -2401766 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -2401818.500000 Penalty: 11750.021484
	Iteration 38Q: 3 clusters Score -2401818 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -2401867.750000 Penalty: 11750.021484
	Iteration 39Q: 3 clusters Score -2401868 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -2401905.500000 Penalty: 11750.021484
	Iteration 40F: 3 clusters Score -2401906 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -2401948.500000 Penalty: 11750.021484
	Iteration 41Q: 3 clusters Score -2401948 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -2401966.000000 Penalty: 11750.021484
	Iteration 42Q: 3 clusters Score -2401966 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -2401982.250000 Penalty: 11750.021484
	Iteration 43Q: 3 clusters Score -2401982 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -2402001.500000 Penalty: 11750.021484
	Iteration 44Q: 3 clusters Score -2402002 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -2402013.000000 Penalty: 11750.021484
	Iteration 45Q: 3 clusters Score -2402013 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -2402018.500000 Penalty: 11750.021484
	Iteration 46Q: 3 clusters Score -2402018 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -2402026.000000 Penalty: 11750.021484
	Iteration 47Q: 3 clusters Score -2402026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -2402029.750000 Penalty: 11750.021484
	Iteration 48Q: 3 clusters Score -2402030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -2402032.000000 Penalty: 11750.021484
	Iteration 49Q: 3 clusters Score -2402032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -2402045.750000 Penalty: 11750.021484
	Iteration 50Q: 3 clusters Score -2402046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -2402044.000000 Penalty: 11750.021484
	Iteration 51Q: 3 clusters Score -2402044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -2402044.000000 Penalty: 11750.021484
	Iteration 52Q: 3 clusters Score -2402044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -2402040.500000 Penalty: 11750.021484
	Iteration 53Q: 3 clusters Score -2402040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -2402040.500000 Penalty: 11750.021484
	Iteration 54F: 3 clusters Score -2402040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Entering Unmasked Estep 
Score: -250436.531250 Penalty: 4503.762695
	Iteration 0F: 2 clusters Score -250436.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -245802.531250 Penalty: 9007.525391
	Iteration 0F: 3 clusters Score -245802.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -246325.906250 Penalty: 9007.525391
	Iteration 1F: 3 clusters Score -246325.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -246581.546875 Penalty: 9007.525391
	Iteration 2F: 3 clusters Score -246581.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -246735.500000 Penalty: 9007.525391
	Iteration 3Q: 3 clusters Score -246735.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -246833.468750 Penalty: 9007.525391
	Iteration 4Q: 3 clusters Score -246833.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -246917.578125 Penalty: 9007.525391
	Iteration 5Q: 3 clusters Score -246917.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -247003.500000 Penalty: 9007.525391
	Iteration 6Q: 3 clusters Score -247003.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -247085.484375 Penalty: 9007.525391
	Iteration 7Q: 3 clusters Score -247085.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -247183.390625 Penalty: 9007.525391
	Iteration 8Q: 3 clusters Score -247183.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -247294.312500 Penalty: 9007.525391
	Iteration 9Q: 3 clusters Score -247294.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -247425.718750 Penalty: 9007.525391
	Iteration 10Q: 3 clusters Score -247425.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -247517.687500 Penalty: 9007.525391
	Iteration 11Q: 3 clusters Score -247517.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -247575.265625 Penalty: 9007.525391
	Iteration 12Q: 3 clusters Score -247575.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -247594.218750 Penalty: 9007.525391
	Iteration 13Q: 3 clusters Score -247594.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -247607.828125 Penalty: 9007.525391
	Iteration 14Q: 3 clusters Score -247607.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -247629.921875 Penalty: 9007.525391
	Iteration 15Q: 3 clusters Score -247629.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -247640.703125 Penalty: 9007.525391
	Iteration 16Q: 3 clusters Score -247640.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -247646.406250 Penalty: 9007.525391
	Iteration 17Q: 3 clusters Score -247646.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -247646.921875 Penalty: 9007.525391
	Iteration 18Q: 3 clusters Score -247646.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -247646.921875 Penalty: 9007.525391
	Iteration 19F: 3 clusters Score -247646.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Entering Unmasked Estep 
Score: -225688.890625 Penalty: 4461.953125
	Iteration 0F: 2 clusters Score -225688.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -221138.171875 Penalty: 8923.906250
	Iteration 0F: 3 clusters Score -221138.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -221778.343750 Penalty: 8923.906250
	Iteration 1F: 3 clusters Score -221778.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -222022.906250 Penalty: 8923.906250
	Iteration 2F: 3 clusters Score -222022.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -222119.343750 Penalty: 8923.906250
	Iteration 3Q: 3 clusters Score -222119.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -222189.781250 Penalty: 8923.906250
	Iteration 4Q: 3 clusters Score -222189.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -222226.062500 Penalty: 8923.906250
	Iteration 5Q: 3 clusters Score -222226.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -222251.156250 Penalty: 8923.906250
	Iteration 6Q: 3 clusters Score -222251.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -222272.687500 Penalty: 8923.906250
	Iteration 7Q: 3 clusters Score -222272.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -222293.875000 Penalty: 8923.906250
	Iteration 8Q: 3 clusters Score -222293.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -222303.484375 Penalty: 8923.906250
	Iteration 9Q: 3 clusters Score -222303.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -222308.953125 Penalty: 8923.906250
	Iteration 10Q: 3 clusters Score -222309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -222315.093750 Penalty: 8923.906250
	Iteration 11Q: 3 clusters Score -222315.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -222323.140625 Penalty: 8923.906250
	Iteration 12Q: 3 clusters Score -222323.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -222326.390625 Penalty: 8923.906250
	Iteration 13Q: 3 clusters Score -222326.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -222326.390625 Penalty: 8923.906250
	Iteration 14F: 3 clusters Score -222326.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (522125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522125 members 
Entering Unmasked Estep 
Score: -89617968.000000 Penalty: 8063.968262
	Iteration 0F: 2 clusters Score -8.961797e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261324 members 
Mstep: Class 2 contains 260801 members 
Entering Unmasked Estep 
Score: -89295032.000000 Penalty: 16127.936523
	Iteration 0F: 3 clusters Score -8.929503e+07 nChanged 251268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266478 members 
Mstep: Class 2 contains 255647 members 
Entering Unmasked Estep 
Score: -89442616.000000 Penalty: 16127.936523
	Iteration 1F: 3 clusters Score -8.944262e+07 nChanged 11931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269741 members 
Mstep: Class 2 contains 252384 members 
Entering Unmasked Estep 
Score: -89444424.000000 Penalty: 16127.936523
	Iteration 2Q: 3 clusters Score -8.944442e+07 nChanged 12505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274694 members 
Mstep: Class 2 contains 247431 members 
Entering Unmasked Estep 
Score: -89446568.000000 Penalty: 16127.936523
	Iteration 3Q: 3 clusters Score -8.944657e+07 nChanged 13786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282318 members 
Mstep: Class 2 contains 239807 members 
Entering Unmasked Estep 
Score: -89449552.000000 Penalty: 16127.936523
	Iteration 4Q: 3 clusters Score -8.944955e+07 nChanged 16073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293829 members 
Mstep: Class 2 contains 228296 members 
Entering Unmasked Estep 
Score: -89453856.000000 Penalty: 16127.936523
	Iteration 5Q: 3 clusters Score -8.945386e+07 nChanged 20522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311173 members 
Mstep: Class 2 contains 210952 members 
Entering Unmasked Estep 
Score: -89461568.000000 Penalty: 16127.936523
	Iteration 6Q: 3 clusters Score -8.946157e+07 nChanged 27144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336511 members 
Mstep: Class 2 contains 185614 members 
Entering Unmasked Estep 
Score: -89475528.000000 Penalty: 16127.936523
	Iteration 7F: 3 clusters Score -8.947553e+07 nChanged 35769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371424 members 
Mstep: Class 2 contains 150701 members 
Entering Unmasked Estep 
Score: -89500152.000000 Penalty: 16127.936523
	Iteration 8F: 3 clusters Score -8.950015e+07 nChanged 43364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414498 members 
Mstep: Class 2 contains 107627 members 
Entering Unmasked Estep 
Score: -89535656.000000 Penalty: 16127.936523
	Iteration 9F: 3 clusters Score -8.953566e+07 nChanged 44541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459003 members 
Mstep: Class 2 contains 63122 members 
Entering Unmasked Estep 
Score: -89573376.000000 Penalty: 16127.936523
	Iteration 10F: 3 clusters Score -8.957338e+07 nChanged 35357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494352 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -89596016.000000 Penalty: 16127.936523
	Iteration 11F: 3 clusters Score -8.959602e+07 nChanged 18372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512722 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -89605264.000000 Penalty: 16127.936523
	Iteration 12Q: 3 clusters Score -8.960526e+07 nChanged 6345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519057 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -89608712.000000 Penalty: 16127.936523
	Iteration 13Q: 3 clusters Score -8.960871e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520791 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -89609944.000000 Penalty: 16127.936523
	Iteration 14Q: 3 clusters Score -8.960994e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521249 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -89610464.000000 Penalty: 16127.936523
	Iteration 15Q: 3 clusters Score -8.961046e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521399 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -89610776.000000 Penalty: 16127.936523
	Iteration 16Q: 3 clusters Score -8.961078e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521461 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -89610848.000000 Penalty: 16127.936523
	Iteration 17Q: 3 clusters Score -8.961085e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521481 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -89610880.000000 Penalty: 16127.936523
	Iteration 18Q: 3 clusters Score -8.961088e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521491 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -89610952.000000 Penalty: 16127.936523
	Iteration 19Q: 3 clusters Score -8.961095e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521495 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -89610968.000000 Penalty: 16127.936523
	Iteration 20F: 3 clusters Score -8.961097e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521501 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -89610960.000000 Penalty: 16127.936523
	Iteration 21Q: 3 clusters Score -8.961096e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521506 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -89611008.000000 Penalty: 16127.936523
	Iteration 22Q: 3 clusters Score -8.961101e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521510 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -89611032.000000 Penalty: 16127.936523
	Iteration 23Q: 3 clusters Score -8.961103e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521515 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -89611008.000000 Penalty: 16127.936523
	Iteration 24Q: 3 clusters Score -8.961101e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521519 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -89610960.000000 Penalty: 16127.936523
	Iteration 25Q: 3 clusters Score -8.961096e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521518 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -89610976.000000 Penalty: 16127.936523
	Iteration 26Q: 3 clusters Score -8.961098e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521521 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -89611000.000000 Penalty: 16127.936523
	Iteration 27Q: 3 clusters Score -8.9611e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521521 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -89611000.000000 Penalty: 16127.936523
	Iteration 28F: 3 clusters Score -8.9611e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (23298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Entering Unmasked Estep 
Score: -4066306.750000 Penalty: 6159.375000
	Iteration 0F: 2 clusters Score -4066307 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -4047772.750000 Penalty: 12318.750000
	Iteration 0F: 3 clusters Score -4047773 nChanged 9587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -4052713.000000 Penalty: 12318.750000
	Iteration 1F: 3 clusters Score -4052713 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -4053334.250000 Penalty: 12318.750000
	Iteration 2F: 3 clusters Score -4053334 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -4053776.750000 Penalty: 12318.750000
	Iteration 3Q: 3 clusters Score -4053777 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -4054096.500000 Penalty: 12318.750000
	Iteration 4Q: 3 clusters Score -4054096 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -4054299.750000 Penalty: 12318.750000
	Iteration 5Q: 3 clusters Score -4054300 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -4054471.500000 Penalty: 12318.750000
	Iteration 6Q: 3 clusters Score -4054472 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -4054607.750000 Penalty: 12318.750000
	Iteration 7Q: 3 clusters Score -4054608 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -4054706.750000 Penalty: 12318.750000
	Iteration 8Q: 3 clusters Score -4054707 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -4054848.000000 Penalty: 12318.750000
	Iteration 9Q: 3 clusters Score -4054848 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -4054959.750000 Penalty: 12318.750000
	Iteration 10Q: 3 clusters Score -4054960 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -4055056.500000 Penalty: 12318.750000
	Iteration 11Q: 3 clusters Score -4055056 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -4055131.250000 Penalty: 12318.750000
	Iteration 12Q: 3 clusters Score -4055131 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -4055226.500000 Penalty: 12318.750000
	Iteration 13Q: 3 clusters Score -4055226 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -4055296.500000 Penalty: 12318.750000
	Iteration 14Q: 3 clusters Score -4055296 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -4055420.750000 Penalty: 12318.750000
	Iteration 15Q: 3 clusters Score -4055421 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -4055524.500000 Penalty: 12318.750000
	Iteration 16Q: 3 clusters Score -4055524 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -4055629.000000 Penalty: 12318.750000
	Iteration 17Q: 3 clusters Score -4055629 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -4055736.000000 Penalty: 12318.750000
	Iteration 18Q: 3 clusters Score -4055736 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -4055902.250000 Penalty: 12318.750000
	Iteration 19Q: 3 clusters Score -4055902 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -4056091.500000 Penalty: 12318.750000
	Iteration 20F: 3 clusters Score -4056092 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -4056291.250000 Penalty: 12318.750000
	Iteration 21Q: 3 clusters Score -4056291 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -4056535.000000 Penalty: 12318.750000
	Iteration 22Q: 3 clusters Score -4056535 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -4056808.250000 Penalty: 12318.750000
	Iteration 23Q: 3 clusters Score -4056808 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -4057102.750000 Penalty: 12318.750000
	Iteration 24Q: 3 clusters Score -4057103 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -4057388.750000 Penalty: 12318.750000
	Iteration 25Q: 3 clusters Score -4057389 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -4057674.000000 Penalty: 12318.750000
	Iteration 26Q: 3 clusters Score -4057674 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -4058028.000000 Penalty: 12318.750000
	Iteration 27Q: 3 clusters Score -4058028 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -4058378.250000 Penalty: 12318.750000
	Iteration 28Q: 3 clusters Score -4058378 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -4058757.500000 Penalty: 12318.750000
	Iteration 29Q: 3 clusters Score -4058758 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -4059102.500000 Penalty: 12318.750000
	Iteration 30Q: 3 clusters Score -4059102 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -4059415.000000 Penalty: 12318.750000
	Iteration 31Q: 3 clusters Score -4059415 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -4059704.500000 Penalty: 12318.750000
	Iteration 32Q: 3 clusters Score -4059704 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -4059921.000000 Penalty: 12318.750000
	Iteration 33Q: 3 clusters Score -4059921 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -4060076.000000 Penalty: 12318.750000
	Iteration 34Q: 3 clusters Score -4060076 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -4060183.750000 Penalty: 12318.750000
	Iteration 35Q: 3 clusters Score -4060184 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -4060270.750000 Penalty: 12318.750000
	Iteration 36Q: 3 clusters Score -4060271 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -4060336.000000 Penalty: 12318.750000
	Iteration 37Q: 3 clusters Score -4060336 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -4060390.500000 Penalty: 12318.750000
	Iteration 38Q: 3 clusters Score -4060390 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -4060433.250000 Penalty: 12318.750000
	Iteration 39Q: 3 clusters Score -4060433 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -4060495.000000 Penalty: 12318.750000
	Iteration 40F: 3 clusters Score -4060495 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -4060548.000000 Penalty: 12318.750000
	Iteration 41Q: 3 clusters Score -4060548 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -4060586.000000 Penalty: 12318.750000
	Iteration 42Q: 3 clusters Score -4060586 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -4060632.250000 Penalty: 12318.750000
	Iteration 43Q: 3 clusters Score -4060632 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -4060672.000000 Penalty: 12318.750000
	Iteration 44Q: 3 clusters Score -4060672 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -4060694.500000 Penalty: 12318.750000
	Iteration 45Q: 3 clusters Score -4060694 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -4060729.750000 Penalty: 12318.750000
	Iteration 46Q: 3 clusters Score -4060730 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -4060749.000000 Penalty: 12318.750000
	Iteration 47Q: 3 clusters Score -4060749 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -4060770.750000 Penalty: 12318.750000
	Iteration 48Q: 3 clusters Score -4060771 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -4060770.750000 Penalty: 12318.750000
	Iteration 49Q: 3 clusters Score -4060771 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -4060783.750000 Penalty: 12318.750000
	Iteration 50Q: 3 clusters Score -4060784 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -4060799.000000 Penalty: 12318.750000
	Iteration 51Q: 3 clusters Score -4060799 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -4060812.750000 Penalty: 12318.750000
	Iteration 52Q: 3 clusters Score -4060813 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -4060812.750000 Penalty: 12318.750000
	Iteration 53Q: 3 clusters Score -4060813 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -4060819.750000 Penalty: 12318.750000
	Iteration 54Q: 3 clusters Score -4060820 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -4060829.750000 Penalty: 12318.750000
	Iteration 55Q: 3 clusters Score -4060830 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -4060831.000000 Penalty: 12318.750000
	Iteration 56Q: 3 clusters Score -4060831 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -4060845.000000 Penalty: 12318.750000
	Iteration 57Q: 3 clusters Score -4060845 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -4060847.250000 Penalty: 12318.750000
	Iteration 58Q: 3 clusters Score -4060847 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -4060850.500000 Penalty: 12318.750000
	Iteration 59Q: 3 clusters Score -4060850 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -4060856.750000 Penalty: 12318.750000
	Iteration 60F: 3 clusters Score -4060857 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -4060864.000000 Penalty: 12318.750000
	Iteration 61Q: 3 clusters Score -4060864 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -4060866.000000 Penalty: 12318.750000
	Iteration 62Q: 3 clusters Score -4060866 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -4060871.500000 Penalty: 12318.750000
	Iteration 63Q: 3 clusters Score -4060872 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -4060856.250000 Penalty: 12318.750000
	Iteration 64Q: 3 clusters Score -4060856 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -4060865.250000 Penalty: 12318.750000
	Iteration 65Q: 3 clusters Score -4060865 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -4060878.000000 Penalty: 12318.750000
	Iteration 66Q: 3 clusters Score -4060878 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -4060887.250000 Penalty: 12318.750000
	Iteration 67Q: 3 clusters Score -4060887 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -4060889.500000 Penalty: 12318.750000
	Iteration 68Q: 3 clusters Score -4060890 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -4060893.000000 Penalty: 12318.750000
	Iteration 69Q: 3 clusters Score -4060893 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -4060890.000000 Penalty: 12318.750000
	Iteration 70Q: 3 clusters Score -4060890 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -4060896.500000 Penalty: 12318.750000
	Iteration 71Q: 3 clusters Score -4060896 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -4060904.250000 Penalty: 12318.750000
	Iteration 72Q: 3 clusters Score -4060904 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -4060902.250000 Penalty: 12318.750000
	Iteration 73Q: 3 clusters Score -4060902 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -4060904.250000 Penalty: 12318.750000
	Iteration 74Q: 3 clusters Score -4060904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -4060912.750000 Penalty: 12318.750000
	Iteration 75Q: 3 clusters Score -4060913 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -4060911.000000 Penalty: 12318.750000
	Iteration 76Q: 3 clusters Score -4060911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -4060918.500000 Penalty: 12318.750000
	Iteration 77Q: 3 clusters Score -4060918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -4060913.750000 Penalty: 12318.750000
	Iteration 78Q: 3 clusters Score -4060914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -4060919.750000 Penalty: 12318.750000
	Iteration 79Q: 3 clusters Score -4060920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -4060919.750000 Penalty: 12318.750000
	Iteration 80F: 3 clusters Score -4060920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (47816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47816 members 
Entering Unmasked Estep 
Score: -8258167.500000 Penalty: 6599.758301
	Iteration 0F: 2 clusters Score -8258168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 23675 members 
Entering Unmasked Estep 
Score: -8223878.500000 Penalty: 13199.516602
	Iteration 0F: 3 clusters Score -8223878 nChanged 20991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25090 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -8235099.500000 Penalty: 13199.516602
	Iteration 1F: 3 clusters Score -8235100 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 22203 members 
Entering Unmasked Estep 
Score: -8235901.000000 Penalty: 13199.516602
	Iteration 2F: 3 clusters Score -8235901 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26269 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -8236571.500000 Penalty: 13199.516602
	Iteration 3Q: 3 clusters Score -8236572 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -8237158.000000 Penalty: 13199.516602
	Iteration 4Q: 3 clusters Score -8237158 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28033 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -8237717.000000 Penalty: 13199.516602
	Iteration 5Q: 3 clusters Score -8237717 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29315 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -8238489.000000 Penalty: 13199.516602
	Iteration 6Q: 3 clusters Score -8238489 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31052 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -8239529.500000 Penalty: 13199.516602
	Iteration 7Q: 3 clusters Score -8239530 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33101 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -8240877.000000 Penalty: 13199.516602
	Iteration 8Q: 3 clusters Score -8240877 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35540 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -8242651.500000 Penalty: 13199.516602
	Iteration 9F: 3 clusters Score -8242652 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38263 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -8244717.500000 Penalty: 13199.516602
	Iteration 10F: 3 clusters Score -8244718 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40910 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -8246847.500000 Penalty: 13199.516602
	Iteration 11F: 3 clusters Score -8246848 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43078 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -8248660.000000 Penalty: 13199.516602
	Iteration 12Q: 3 clusters Score -8248660 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44651 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -8250020.000000 Penalty: 13199.516602
	Iteration 13Q: 3 clusters Score -8250020 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45691 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -8250905.500000 Penalty: 13199.516602
	Iteration 14Q: 3 clusters Score -8250906 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46283 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -8251453.500000 Penalty: 13199.516602
	Iteration 15Q: 3 clusters Score -8251454 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46605 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -8251829.000000 Penalty: 13199.516602
	Iteration 16Q: 3 clusters Score -8251829 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46772 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -8252008.500000 Penalty: 13199.516602
	Iteration 17Q: 3 clusters Score -8252008 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46873 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -8252108.000000 Penalty: 13199.516602
	Iteration 18Q: 3 clusters Score -8252108 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46928 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -8252194.000000 Penalty: 13199.516602
	Iteration 19Q: 3 clusters Score -8252194 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46976 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -8252253.000000 Penalty: 13199.516602
	Iteration 20F: 3 clusters Score -8252253 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47014 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -8252299.500000 Penalty: 13199.516602
	Iteration 21Q: 3 clusters Score -8252300 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47043 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -8252328.000000 Penalty: 13199.516602
	Iteration 22Q: 3 clusters Score -8252328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47059 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -8252348.000000 Penalty: 13199.516602
	Iteration 23Q: 3 clusters Score -8252348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47068 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -8252363.000000 Penalty: 13199.516602
	Iteration 24Q: 3 clusters Score -8252363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47072 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -8252371.000000 Penalty: 13199.516602
	Iteration 25Q: 3 clusters Score -8252371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47075 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -8252375.000000 Penalty: 13199.516602
	Iteration 26Q: 3 clusters Score -8252375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47078 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -8252383.000000 Penalty: 13199.516602
	Iteration 27Q: 3 clusters Score -8252383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47082 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -8252385.000000 Penalty: 13199.516602
	Iteration 28Q: 3 clusters Score -8252385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47087 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -8252392.500000 Penalty: 13199.516602
	Iteration 29Q: 3 clusters Score -8252392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47094 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -8252381.000000 Penalty: 13199.516602
	Iteration 30Q: 3 clusters Score -8252381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47098 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -8252390.500000 Penalty: 13199.516602
	Iteration 31Q: 3 clusters Score -8252390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47099 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -8252392.500000 Penalty: 13199.516602
	Iteration 32Q: 3 clusters Score -8252392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47099 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -8252392.500000 Penalty: 13199.516602
	Iteration 33F: 3 clusters Score -8252392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (309777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309777 members 
Entering Unmasked Estep 
Score: -53314548.000000 Penalty: 7744.209961
	Iteration 0F: 2 clusters Score -5.331455e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154713 members 
Mstep: Class 2 contains 155064 members 
Entering Unmasked Estep 
Score: -53112644.000000 Penalty: 15488.419922
	Iteration 0F: 3 clusters Score -5.311264e+07 nChanged 147065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151978 members 
Mstep: Class 2 contains 157799 members 
Entering Unmasked Estep 
Score: -53199272.000000 Penalty: 15488.419922
	Iteration 1F: 3 clusters Score -5.319927e+07 nChanged 10744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149752 members 
Mstep: Class 2 contains 160025 members 
Entering Unmasked Estep 
Score: -53202252.000000 Penalty: 15488.419922
	Iteration 2Q: 3 clusters Score -5.320225e+07 nChanged 11926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146256 members 
Mstep: Class 2 contains 163521 members 
Entering Unmasked Estep 
Score: -53206044.000000 Penalty: 15488.419922
	Iteration 3Q: 3 clusters Score -5.320604e+07 nChanged 13659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141159 members 
Mstep: Class 2 contains 168618 members 
Entering Unmasked Estep 
Score: -53211948.000000 Penalty: 15488.419922
	Iteration 4Q: 3 clusters Score -5.321195e+07 nChanged 15601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134248 members 
Mstep: Class 2 contains 175529 members 
Entering Unmasked Estep 
Score: -53219580.000000 Penalty: 15488.419922
	Iteration 5F: 3 clusters Score -5.321958e+07 nChanged 17119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125523 members 
Mstep: Class 2 contains 184254 members 
Entering Unmasked Estep 
Score: -53228172.000000 Penalty: 15488.419922
	Iteration 6F: 3 clusters Score -5.322817e+07 nChanged 17929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115052 members 
Mstep: Class 2 contains 194725 members 
Entering Unmasked Estep 
Score: -53238912.000000 Penalty: 15488.419922
	Iteration 7F: 3 clusters Score -5.323891e+07 nChanged 18104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103366 members 
Mstep: Class 2 contains 206411 members 
Entering Unmasked Estep 
Score: -53249556.000000 Penalty: 15488.419922
	Iteration 8F: 3 clusters Score -5.324956e+07 nChanged 16636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91862 members 
Mstep: Class 2 contains 217915 members 
Entering Unmasked Estep 
Score: -53260052.000000 Penalty: 15488.419922
	Iteration 9F: 3 clusters Score -5.326005e+07 nChanged 14500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81312 members 
Mstep: Class 2 contains 228465 members 
Entering Unmasked Estep 
Score: -53268988.000000 Penalty: 15488.419922
	Iteration 10Q: 3 clusters Score -5.326899e+07 nChanged 12481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71965 members 
Mstep: Class 2 contains 237812 members 
Entering Unmasked Estep 
Score: -53276436.000000 Penalty: 15488.419922
	Iteration 11Q: 3 clusters Score -5.327644e+07 nChanged 10281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64106 members 
Mstep: Class 2 contains 245671 members 
Entering Unmasked Estep 
Score: -53282232.000000 Penalty: 15488.419922
	Iteration 12Q: 3 clusters Score -5.328223e+07 nChanged 8272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57494 members 
Mstep: Class 2 contains 252283 members 
Entering Unmasked Estep 
Score: -53286408.000000 Penalty: 15488.419922
	Iteration 13Q: 3 clusters Score -5.328641e+07 nChanged 6728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51654 members 
Mstep: Class 2 contains 258123 members 
Entering Unmasked Estep 
Score: -53289020.000000 Penalty: 15488.419922
	Iteration 14Q: 3 clusters Score -5.328902e+07 nChanged 5539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46475 members 
Mstep: Class 2 contains 263302 members 
Entering Unmasked Estep 
Score: -53291220.000000 Penalty: 15488.419922
	Iteration 15Q: 3 clusters Score -5.329122e+07 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41804 members 
Mstep: Class 2 contains 267973 members 
Entering Unmasked Estep 
Score: -53293164.000000 Penalty: 15488.419922
	Iteration 16Q: 3 clusters Score -5.329316e+07 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37487 members 
Mstep: Class 2 contains 272290 members 
Entering Unmasked Estep 
Score: -53294788.000000 Penalty: 15488.419922
	Iteration 17Q: 3 clusters Score -5.329479e+07 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33458 members 
Mstep: Class 2 contains 276319 members 
Entering Unmasked Estep 
Score: -53296580.000000 Penalty: 15488.419922
	Iteration 18Q: 3 clusters Score -5.329658e+07 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29672 members 
Mstep: Class 2 contains 280105 members 
Entering Unmasked Estep 
Score: -53298164.000000 Penalty: 15488.419922
	Iteration 19Q: 3 clusters Score -5.329816e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26343 members 
Mstep: Class 2 contains 283434 members 
Entering Unmasked Estep 
Score: -53299484.000000 Penalty: 15488.419922
	Iteration 20F: 3 clusters Score -5.329948e+07 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23331 members 
Mstep: Class 2 contains 286446 members 
Entering Unmasked Estep 
Score: -53301216.000000 Penalty: 15488.419922
	Iteration 21Q: 3 clusters Score -5.330122e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 289215 members 
Entering Unmasked Estep 
Score: -53302540.000000 Penalty: 15488.419922
	Iteration 22Q: 3 clusters Score -5.330254e+07 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 291713 members 
Entering Unmasked Estep 
Score: -53303696.000000 Penalty: 15488.419922
	Iteration 23Q: 3 clusters Score -5.33037e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 293776 members 
Entering Unmasked Estep 
Score: -53304656.000000 Penalty: 15488.419922
	Iteration 24Q: 3 clusters Score -5.330466e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 295508 members 
Entering Unmasked Estep 
Score: -53305480.000000 Penalty: 15488.419922
	Iteration 25Q: 3 clusters Score -5.330548e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 296988 members 
Entering Unmasked Estep 
Score: -53306180.000000 Penalty: 15488.419922
	Iteration 26Q: 3 clusters Score -5.330618e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 298224 members 
Entering Unmasked Estep 
Score: -53306680.000000 Penalty: 15488.419922
	Iteration 27Q: 3 clusters Score -5.330668e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 299170 members 
Entering Unmasked Estep 
Score: -53307040.000000 Penalty: 15488.419922
	Iteration 28Q: 3 clusters Score -5.330704e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 299954 members 
Entering Unmasked Estep 
Score: -53307336.000000 Penalty: 15488.419922
	Iteration 29Q: 3 clusters Score -5.330734e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 300577 members 
Entering Unmasked Estep 
Score: -53307528.000000 Penalty: 15488.419922
	Iteration 30Q: 3 clusters Score -5.330753e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 301101 members 
Entering Unmasked Estep 
Score: -53307764.000000 Penalty: 15488.419922
	Iteration 31Q: 3 clusters Score -5.330776e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 301557 members 
Entering Unmasked Estep 
Score: -53307924.000000 Penalty: 15488.419922
	Iteration 32Q: 3 clusters Score -5.330792e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 301951 members 
Entering Unmasked Estep 
Score: -53308136.000000 Penalty: 15488.419922
	Iteration 33Q: 3 clusters Score -5.330814e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 302287 members 
Entering Unmasked Estep 
Score: -53308336.000000 Penalty: 15488.419922
	Iteration 34Q: 3 clusters Score -5.330834e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 302566 members 
Entering Unmasked Estep 
Score: -53308436.000000 Penalty: 15488.419922
	Iteration 35Q: 3 clusters Score -5.330844e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 302818 members 
Entering Unmasked Estep 
Score: -53308580.000000 Penalty: 15488.419922
	Iteration 36Q: 3 clusters Score -5.330858e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 303026 members 
Entering Unmasked Estep 
Score: -53308700.000000 Penalty: 15488.419922
	Iteration 37Q: 3 clusters Score -5.33087e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 303193 members 
Entering Unmasked Estep 
Score: -53308836.000000 Penalty: 15488.419922
	Iteration 38Q: 3 clusters Score -5.330884e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 303352 members 
Entering Unmasked Estep 
Score: -53308792.000000 Penalty: 15488.419922
	Iteration 39Q: 3 clusters Score -5.330879e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 303497 members 
Entering Unmasked Estep 
Score: -53308904.000000 Penalty: 15488.419922
	Iteration 40F: 3 clusters Score -5.33089e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 303597 members 
Entering Unmasked Estep 
Score: -53308888.000000 Penalty: 15488.419922
	Iteration 41Q: 3 clusters Score -5.330889e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 303676 members 
Entering Unmasked Estep 
Score: -53309020.000000 Penalty: 15488.419922
	Iteration 42Q: 3 clusters Score -5.330902e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 303738 members 
Entering Unmasked Estep 
Score: -53309028.000000 Penalty: 15488.419922
	Iteration 43Q: 3 clusters Score -5.330903e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 303792 members 
Entering Unmasked Estep 
Score: -53309052.000000 Penalty: 15488.419922
	Iteration 44Q: 3 clusters Score -5.330905e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 303831 members 
Entering Unmasked Estep 
Score: -53309152.000000 Penalty: 15488.419922
	Iteration 45Q: 3 clusters Score -5.330915e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 303865 members 
Entering Unmasked Estep 
Score: -53309108.000000 Penalty: 15488.419922
	Iteration 46Q: 3 clusters Score -5.330911e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 303888 members 
Entering Unmasked Estep 
Score: -53309136.000000 Penalty: 15488.419922
	Iteration 47Q: 3 clusters Score -5.330914e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 303905 members 
Entering Unmasked Estep 
Score: -53309164.000000 Penalty: 15488.419922
	Iteration 48Q: 3 clusters Score -5.330916e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 303925 members 
Entering Unmasked Estep 
Score: -53309180.000000 Penalty: 15488.419922
	Iteration 49Q: 3 clusters Score -5.330918e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 303942 members 
Entering Unmasked Estep 
Score: -53309148.000000 Penalty: 15488.419922
	Iteration 50Q: 3 clusters Score -5.330915e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 303962 members 
Entering Unmasked Estep 
Score: -53309172.000000 Penalty: 15488.419922
	Iteration 51Q: 3 clusters Score -5.330917e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 303979 members 
Entering Unmasked Estep 
Score: -53309216.000000 Penalty: 15488.419922
	Iteration 52Q: 3 clusters Score -5.330922e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 303995 members 
Entering Unmasked Estep 
Score: -53309200.000000 Penalty: 15488.419922
	Iteration 53Q: 3 clusters Score -5.33092e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 304010 members 
Entering Unmasked Estep 
Score: -53309160.000000 Penalty: 15488.419922
	Iteration 54Q: 3 clusters Score -5.330916e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 304021 members 
Entering Unmasked Estep 
Score: -53309204.000000 Penalty: 15488.419922
	Iteration 55Q: 3 clusters Score -5.33092e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 304028 members 
Entering Unmasked Estep 
Score: -53309176.000000 Penalty: 15488.419922
	Iteration 56Q: 3 clusters Score -5.330918e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 304035 members 
Entering Unmasked Estep 
Score: -53309172.000000 Penalty: 15488.419922
	Iteration 57Q: 3 clusters Score -5.330917e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 304045 members 
Entering Unmasked Estep 
Score: -53309196.000000 Penalty: 15488.419922
	Iteration 58Q: 3 clusters Score -5.33092e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 304052 members 
Entering Unmasked Estep 
Score: -53309208.000000 Penalty: 15488.419922
	Iteration 59Q: 3 clusters Score -5.330921e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 304063 members 
Entering Unmasked Estep 
Score: -53309220.000000 Penalty: 15488.419922
	Iteration 60F: 3 clusters Score -5.330922e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 304067 members 
Entering Unmasked Estep 
Score: -53309220.000000 Penalty: 15488.419922
	Iteration 61Q: 3 clusters Score -5.330922e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 304069 members 
Entering Unmasked Estep 
Score: -53309204.000000 Penalty: 15488.419922
	Iteration 62Q: 3 clusters Score -5.33092e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 304071 members 
Entering Unmasked Estep 
Score: -53309192.000000 Penalty: 15488.419922
	Iteration 63Q: 3 clusters Score -5.330919e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 304071 members 
Entering Unmasked Estep 
Score: -53309200.000000 Penalty: 15488.419922
	Iteration 64Q: 3 clusters Score -5.33092e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 304070 members 
Entering Unmasked Estep 
Score: -53309184.000000 Penalty: 15488.419922
	Iteration 65Q: 3 clusters Score -5.330918e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 304070 members 
Entering Unmasked Estep 
Score: -53309184.000000 Penalty: 15488.419922
	Iteration 66F: 3 clusters Score -5.330918e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (28229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28229 members 
Entering Unmasked Estep 
Score: -4813437.000000 Penalty: 6276.964355
	Iteration 0F: 2 clusters Score -4813437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -4791629.000000 Penalty: 12553.928711
	Iteration 0F: 3 clusters Score -4791629 nChanged 11832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -4797822.000000 Penalty: 12553.928711
	Iteration 1F: 3 clusters Score -4797822 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -4798486.500000 Penalty: 12553.928711
	Iteration 2F: 3 clusters Score -4798486 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -4798931.000000 Penalty: 12553.928711
	Iteration 3Q: 3 clusters Score -4798931 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -4799261.000000 Penalty: 12553.928711
	Iteration 4Q: 3 clusters Score -4799261 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -4799547.500000 Penalty: 12553.928711
	Iteration 5Q: 3 clusters Score -4799548 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -4799813.000000 Penalty: 12553.928711
	Iteration 6Q: 3 clusters Score -4799813 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -4800028.500000 Penalty: 12553.928711
	Iteration 7Q: 3 clusters Score -4800028 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -4800233.500000 Penalty: 12553.928711
	Iteration 8Q: 3 clusters Score -4800234 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -4800458.500000 Penalty: 12553.928711
	Iteration 9Q: 3 clusters Score -4800458 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -4800703.500000 Penalty: 12553.928711
	Iteration 10Q: 3 clusters Score -4800704 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -4800969.000000 Penalty: 12553.928711
	Iteration 11Q: 3 clusters Score -4800969 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -4801329.500000 Penalty: 12553.928711
	Iteration 12Q: 3 clusters Score -4801330 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -4801755.500000 Penalty: 12553.928711
	Iteration 13Q: 3 clusters Score -4801756 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -4802276.500000 Penalty: 12553.928711
	Iteration 14Q: 3 clusters Score -4802276 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -4802922.500000 Penalty: 12553.928711
	Iteration 15Q: 3 clusters Score -4802922 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -4803675.000000 Penalty: 12553.928711
	Iteration 16Q: 3 clusters Score -4803675 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -4804572.500000 Penalty: 12553.928711
	Iteration 17Q: 3 clusters Score -4804572 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -4805415.500000 Penalty: 12553.928711
	Iteration 18Q: 3 clusters Score -4805416 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -4806101.000000 Penalty: 12553.928711
	Iteration 19Q: 3 clusters Score -4806101 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 26381 members 
Entering Unmasked Estep 
Score: -4806608.000000 Penalty: 12553.928711
	Iteration 20F: 3 clusters Score -4806608 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 26785 members 
Entering Unmasked Estep 
Score: -4806985.500000 Penalty: 12553.928711
	Iteration 21Q: 3 clusters Score -4806986 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
Score: -4807264.000000 Penalty: 12553.928711
	Iteration 22Q: 3 clusters Score -4807264 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 27217 members 
Entering Unmasked Estep 
Score: -4807443.500000 Penalty: 12553.928711
	Iteration 23Q: 3 clusters Score -4807444 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 27326 members 
Entering Unmasked Estep 
Score: -4807570.000000 Penalty: 12553.928711
	Iteration 24Q: 3 clusters Score -4807570 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 27394 members 
Entering Unmasked Estep 
Score: -4807650.000000 Penalty: 12553.928711
	Iteration 25Q: 3 clusters Score -4807650 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 27458 members 
Entering Unmasked Estep 
Score: -4807724.000000 Penalty: 12553.928711
	Iteration 26Q: 3 clusters Score -4807724 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 27495 members 
Entering Unmasked Estep 
Score: -4807780.500000 Penalty: 12553.928711
	Iteration 27Q: 3 clusters Score -4807780 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 27511 members 
Entering Unmasked Estep 
Score: -4807806.000000 Penalty: 12553.928711
	Iteration 28Q: 3 clusters Score -4807806 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 27525 members 
Entering Unmasked Estep 
Score: -4807831.500000 Penalty: 12553.928711
	Iteration 29Q: 3 clusters Score -4807832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 27533 members 
Entering Unmasked Estep 
Score: -4807838.500000 Penalty: 12553.928711
	Iteration 30Q: 3 clusters Score -4807838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 27540 members 
Entering Unmasked Estep 
Score: -4807855.000000 Penalty: 12553.928711
	Iteration 31Q: 3 clusters Score -4807855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 27546 members 
Entering Unmasked Estep 
Score: -4807853.000000 Penalty: 12553.928711
	Iteration 32Q: 3 clusters Score -4807853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 27552 members 
Entering Unmasked Estep 
Score: -4807862.500000 Penalty: 12553.928711
	Iteration 33Q: 3 clusters Score -4807862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 27559 members 
Entering Unmasked Estep 
Score: -4807870.000000 Penalty: 12553.928711
	Iteration 34Q: 3 clusters Score -4807870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 27560 members 
Entering Unmasked Estep 
Score: -4807872.000000 Penalty: 12553.928711
	Iteration 35Q: 3 clusters Score -4807872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 27562 members 
Entering Unmasked Estep 
Score: -4807873.500000 Penalty: 12553.928711
	Iteration 36Q: 3 clusters Score -4807874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -4807877.000000 Penalty: 12553.928711
	Iteration 37Q: 3 clusters Score -4807877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 27567 members 
Entering Unmasked Estep 
Score: -4807880.000000 Penalty: 12553.928711
	Iteration 38Q: 3 clusters Score -4807880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 27571 members 
Entering Unmasked Estep 
Score: -4807885.000000 Penalty: 12553.928711
	Iteration 39Q: 3 clusters Score -4807885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -4807887.500000 Penalty: 12553.928711
	Iteration 40F: 3 clusters Score -4807888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 27577 members 
Entering Unmasked Estep 
Score: -4807890.500000 Penalty: 12553.928711
	Iteration 41Q: 3 clusters Score -4807890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 27584 members 
Entering Unmasked Estep 
Score: -4807906.500000 Penalty: 12553.928711
	Iteration 42Q: 3 clusters Score -4807906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -4807918.500000 Penalty: 12553.928711
	Iteration 43Q: 3 clusters Score -4807918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 27591 members 
Entering Unmasked Estep 
Score: -4807917.000000 Penalty: 12553.928711
	Iteration 44Q: 3 clusters Score -4807917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 27591 members 
Entering Unmasked Estep 
Score: -4807920.000000 Penalty: 12553.928711
	Iteration 45Q: 3 clusters Score -4807920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 27591 members 
Entering Unmasked Estep 
Score: -4807920.000000 Penalty: 12553.928711
	Iteration 46F: 3 clusters Score -4807920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Entering Unmasked Estep 
Score: -201025.296875 Penalty: 4403.827637
	Iteration 0F: 2 clusters Score -201025.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -196754.421875 Penalty: 8807.655273
	Iteration 0F: 3 clusters Score -196754.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -197281.968750 Penalty: 8807.655273
	Iteration 1F: 3 clusters Score -197282 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -197486.015625 Penalty: 8807.655273
	Iteration 2F: 3 clusters Score -197486 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -197625.515625 Penalty: 8807.655273
	Iteration 3Q: 3 clusters Score -197625.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -197713.062500 Penalty: 8807.655273
	Iteration 4Q: 3 clusters Score -197713.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -197794.531250 Penalty: 8807.655273
	Iteration 5Q: 3 clusters Score -197794.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -197886.781250 Penalty: 8807.655273
	Iteration 6Q: 3 clusters Score -197886.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -197929.015625 Penalty: 8807.655273
	Iteration 7Q: 3 clusters Score -197929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -197951.078125 Penalty: 8807.655273
	Iteration 8Q: 3 clusters Score -197951.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -197966.046875 Penalty: 8807.655273
	Iteration 9Q: 3 clusters Score -197966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -197988.109375 Penalty: 8807.655273
	Iteration 10Q: 3 clusters Score -197988.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -198001.937500 Penalty: 8807.655273
	Iteration 11Q: 3 clusters Score -198001.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -198011.656250 Penalty: 8807.655273
	Iteration 12Q: 3 clusters Score -198011.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -198017.703125 Penalty: 8807.655273
	Iteration 13Q: 3 clusters Score -198017.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -198020.750000 Penalty: 8807.655273
	Iteration 14Q: 3 clusters Score -198020.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -198024.578125 Penalty: 8807.655273
	Iteration 15Q: 3 clusters Score -198024.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -198035.578125 Penalty: 8807.655273
	Iteration 16Q: 3 clusters Score -198035.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -198045.906250 Penalty: 8807.655273
	Iteration 17Q: 3 clusters Score -198045.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -198073.421875 Penalty: 8807.655273
	Iteration 18Q: 3 clusters Score -198073.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -198115.968750 Penalty: 8807.655273
	Iteration 19Q: 3 clusters Score -198116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -198155.156250 Penalty: 8807.655273
	Iteration 20F: 3 clusters Score -198155.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -198174.921875 Penalty: 8807.655273
	Iteration 21Q: 3 clusters Score -198174.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -198197.765625 Penalty: 8807.655273
	Iteration 22Q: 3 clusters Score -198197.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -198225.546875 Penalty: 8807.655273
	Iteration 23Q: 3 clusters Score -198225.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -198242.453125 Penalty: 8807.655273
	Iteration 24Q: 3 clusters Score -198242.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -198254.421875 Penalty: 8807.655273
	Iteration 25Q: 3 clusters Score -198254.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -198268.390625 Penalty: 8807.655273
	Iteration 26Q: 3 clusters Score -198268.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -198286.125000 Penalty: 8807.655273
	Iteration 27Q: 3 clusters Score -198286.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -198306.046875 Penalty: 8807.655273
	Iteration 28Q: 3 clusters Score -198306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -198327.203125 Penalty: 8807.655273
	Iteration 29Q: 3 clusters Score -198327.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -198346.359375 Penalty: 8807.655273
	Iteration 30Q: 3 clusters Score -198346.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -198361.984375 Penalty: 8807.655273
	Iteration 31Q: 3 clusters Score -198362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -198366.828125 Penalty: 8807.655273
	Iteration 32Q: 3 clusters Score -198366.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -198368.125000 Penalty: 8807.655273
	Iteration 33Q: 3 clusters Score -198368.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -198370.265625 Penalty: 8807.655273
	Iteration 34Q: 3 clusters Score -198370.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -198370.265625 Penalty: 8807.655273
	Iteration 35F: 3 clusters Score -198370.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Entering Unmasked Estep 
Score: -115235.406250 Penalty: 4086.620117
	Iteration 0F: 2 clusters Score -115235.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -111518.273438 Penalty: 8173.240234
	Iteration 0F: 3 clusters Score -111518.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -111992.765625 Penalty: 8173.240234
	Iteration 1F: 3 clusters Score -111992.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -112432.718750 Penalty: 8173.240234
	Iteration 2F: 3 clusters Score -112432.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -112779.468750 Penalty: 8173.240234
	Iteration 3F: 3 clusters Score -112779.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -112993.335938 Penalty: 8173.240234
	Iteration 4F: 3 clusters Score -112993.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -113187.929688 Penalty: 8173.240234
	Iteration 5Q: 3 clusters Score -113187.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -113358.109375 Penalty: 8173.240234
	Iteration 6Q: 3 clusters Score -113358.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -113550.234375 Penalty: 8173.240234
	Iteration 7Q: 3 clusters Score -113550.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -113772.140625 Penalty: 8173.240234
	Iteration 8Q: 3 clusters Score -113772.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -113884.796875 Penalty: 8173.240234
	Iteration 9Q: 3 clusters Score -113884.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -113975.710938 Penalty: 8173.240234
	Iteration 10Q: 3 clusters Score -113975.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -114083.578125 Penalty: 8173.240234
	Iteration 11Q: 3 clusters Score -114083.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -114222.515625 Penalty: 8173.240234
	Iteration 12Q: 3 clusters Score -114222.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -114405.281250 Penalty: 8173.240234
	Iteration 13Q: 3 clusters Score -114405.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -114575.867188 Penalty: 8173.240234
	Iteration 14Q: 3 clusters Score -114575.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -114680.148438 Penalty: 8173.240234
	Iteration 15Q: 3 clusters Score -114680.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -114740.867188 Penalty: 8173.240234
	Iteration 16Q: 3 clusters Score -114740.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -114753.843750 Penalty: 8173.240234
	Iteration 17Q: 3 clusters Score -114753.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -114761.601562 Penalty: 8173.240234
	Iteration 18Q: 3 clusters Score -114761.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -114806.093750 Penalty: 8173.240234
	Iteration 19Q: 3 clusters Score -114806.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -114877.351562 Penalty: 8173.240234
	Iteration 20F: 3 clusters Score -114877.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -114990.046875 Penalty: 8173.240234
	Iteration 21Q: 3 clusters Score -114990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -115011.953125 Penalty: 8173.240234
	Iteration 22Q: 3 clusters Score -115012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -115019.179688 Penalty: 8173.240234
	Iteration 23Q: 3 clusters Score -115019.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -115019.179688 Penalty: 8173.240234
	Iteration 24F: 3 clusters Score -115019.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (93789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93789 members 
Entering Unmasked Estep 
Score: -15846388.000000 Penalty: 7012.391602
	Iteration 0F: 2 clusters Score -1.584639e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46883 members 
Mstep: Class 2 contains 46906 members 
Entering Unmasked Estep 
Score: -15781867.000000 Penalty: 14024.783203
	Iteration 0F: 3 clusters Score -1.578187e+07 nChanged 42955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46532 members 
Mstep: Class 2 contains 47257 members 
Entering Unmasked Estep 
Score: -15805405.000000 Penalty: 14024.783203
	Iteration 1F: 3 clusters Score -1.58054e+07 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46433 members 
Mstep: Class 2 contains 47356 members 
Entering Unmasked Estep 
Score: -15806428.000000 Penalty: 14024.783203
	Iteration 2Q: 3 clusters Score -1.580643e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46358 members 
Mstep: Class 2 contains 47431 members 
Entering Unmasked Estep 
Score: -15807130.000000 Penalty: 14024.783203
	Iteration 3Q: 3 clusters Score -1.580713e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46221 members 
Mstep: Class 2 contains 47568 members 
Entering Unmasked Estep 
Score: -15807825.000000 Penalty: 14024.783203
	Iteration 4Q: 3 clusters Score -1.580782e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46072 members 
Mstep: Class 2 contains 47717 members 
Entering Unmasked Estep 
Score: -15808289.000000 Penalty: 14024.783203
	Iteration 5Q: 3 clusters Score -1.580829e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45877 members 
Mstep: Class 2 contains 47912 members 
Entering Unmasked Estep 
Score: -15808756.000000 Penalty: 14024.783203
	Iteration 6Q: 3 clusters Score -1.580876e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45618 members 
Mstep: Class 2 contains 48171 members 
Entering Unmasked Estep 
Score: -15809276.000000 Penalty: 14024.783203
	Iteration 7Q: 3 clusters Score -1.580928e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45241 members 
Mstep: Class 2 contains 48548 members 
Entering Unmasked Estep 
Score: -15809828.000000 Penalty: 14024.783203
	Iteration 8Q: 3 clusters Score -1.580983e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44764 members 
Mstep: Class 2 contains 49025 members 
Entering Unmasked Estep 
Score: -15810238.000000 Penalty: 14024.783203
	Iteration 9Q: 3 clusters Score -1.581024e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44096 members 
Mstep: Class 2 contains 49693 members 
Entering Unmasked Estep 
Score: -15810714.000000 Penalty: 14024.783203
	Iteration 10Q: 3 clusters Score -1.581071e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43131 members 
Mstep: Class 2 contains 50658 members 
Entering Unmasked Estep 
Score: -15811392.000000 Penalty: 14024.783203
	Iteration 11Q: 3 clusters Score -1.581139e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41937 members 
Mstep: Class 2 contains 51852 members 
Entering Unmasked Estep 
Score: -15812236.000000 Penalty: 14024.783203
	Iteration 12Q: 3 clusters Score -1.581224e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40355 members 
Mstep: Class 2 contains 53434 members 
Entering Unmasked Estep 
Score: -15813430.000000 Penalty: 14024.783203
	Iteration 13Q: 3 clusters Score -1.581343e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38346 members 
Mstep: Class 2 contains 55443 members 
Entering Unmasked Estep 
Score: -15815058.000000 Penalty: 14024.783203
	Iteration 14Q: 3 clusters Score -1.581506e+07 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35944 members 
Mstep: Class 2 contains 57845 members 
Entering Unmasked Estep 
Score: -15817176.000000 Penalty: 14024.783203
	Iteration 15Q: 3 clusters Score -1.581718e+07 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33077 members 
Mstep: Class 2 contains 60712 members 
Entering Unmasked Estep 
Score: -15819578.000000 Penalty: 14024.783203
	Iteration 16Q: 3 clusters Score -1.581958e+07 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29780 members 
Mstep: Class 2 contains 64009 members 
Entering Unmasked Estep 
Score: -15822397.000000 Penalty: 14024.783203
	Iteration 17Q: 3 clusters Score -1.58224e+07 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26221 members 
Mstep: Class 2 contains 67568 members 
Entering Unmasked Estep 
Score: -15825327.000000 Penalty: 14024.783203
	Iteration 18Q: 3 clusters Score -1.582533e+07 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 71163 members 
Entering Unmasked Estep 
Score: -15828047.000000 Penalty: 14024.783203
	Iteration 19Q: 3 clusters Score -1.582805e+07 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 74719 members 
Entering Unmasked Estep 
Score: -15830700.000000 Penalty: 14024.783203
	Iteration 20F: 3 clusters Score -1.58307e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 77888 members 
Entering Unmasked Estep 
Score: -15832728.000000 Penalty: 14024.783203
	Iteration 21Q: 3 clusters Score -1.583273e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 80721 members 
Entering Unmasked Estep 
Score: -15834562.000000 Penalty: 14024.783203
	Iteration 22Q: 3 clusters Score -1.583456e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 83098 members 
Entering Unmasked Estep 
Score: -15835921.000000 Penalty: 14024.783203
	Iteration 23Q: 3 clusters Score -1.583592e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 85002 members 
Entering Unmasked Estep 
Score: -15836943.000000 Penalty: 14024.783203
	Iteration 24Q: 3 clusters Score -1.583694e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 86515 members 
Entering Unmasked Estep 
Score: -15837769.000000 Penalty: 14024.783203
	Iteration 25Q: 3 clusters Score -1.583777e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 87713 members 
Entering Unmasked Estep 
Score: -15838365.000000 Penalty: 14024.783203
	Iteration 26Q: 3 clusters Score -1.583836e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 88641 members 
Entering Unmasked Estep 
Score: -15838820.000000 Penalty: 14024.783203
	Iteration 27Q: 3 clusters Score -1.583882e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 89294 members 
Entering Unmasked Estep 
Score: -15839145.000000 Penalty: 14024.783203
	Iteration 28Q: 3 clusters Score -1.583914e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 89813 members 
Entering Unmasked Estep 
Score: -15839405.000000 Penalty: 14024.783203
	Iteration 29Q: 3 clusters Score -1.58394e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 90209 members 
Entering Unmasked Estep 
Score: -15839695.000000 Penalty: 14024.783203
	Iteration 30Q: 3 clusters Score -1.58397e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 90508 members 
Entering Unmasked Estep 
Score: -15839864.000000 Penalty: 14024.783203
	Iteration 31Q: 3 clusters Score -1.583986e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 90739 members 
Entering Unmasked Estep 
Score: -15839968.000000 Penalty: 14024.783203
	Iteration 32Q: 3 clusters Score -1.583997e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 90932 members 
Entering Unmasked Estep 
Score: -15840089.000000 Penalty: 14024.783203
	Iteration 33Q: 3 clusters Score -1.584009e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 91081 members 
Entering Unmasked Estep 
Score: -15840163.000000 Penalty: 14024.783203
	Iteration 34Q: 3 clusters Score -1.584016e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 91212 members 
Entering Unmasked Estep 
Score: -15840272.000000 Penalty: 14024.783203
	Iteration 35Q: 3 clusters Score -1.584027e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 91319 members 
Entering Unmasked Estep 
Score: -15840336.000000 Penalty: 14024.783203
	Iteration 36Q: 3 clusters Score -1.584034e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 91402 members 
Entering Unmasked Estep 
Score: -15840392.000000 Penalty: 14024.783203
	Iteration 37Q: 3 clusters Score -1.584039e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 91459 members 
Entering Unmasked Estep 
Score: -15840395.000000 Penalty: 14024.783203
	Iteration 38Q: 3 clusters Score -1.58404e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 91506 members 
Entering Unmasked Estep 
Score: -15840412.000000 Penalty: 14024.783203
	Iteration 39Q: 3 clusters Score -1.584041e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 91536 members 
Entering Unmasked Estep 
Score: -15840435.000000 Penalty: 14024.783203
	Iteration 40F: 3 clusters Score -1.584044e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 91558 members 
Entering Unmasked Estep 
Score: -15840443.000000 Penalty: 14024.783203
	Iteration 41Q: 3 clusters Score -1.584044e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 91579 members 
Entering Unmasked Estep 
Score: -15840453.000000 Penalty: 14024.783203
	Iteration 42Q: 3 clusters Score -1.584045e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 91592 members 
Entering Unmasked Estep 
Score: -15840466.000000 Penalty: 14024.783203
	Iteration 43Q: 3 clusters Score -1.584047e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 91607 members 
Entering Unmasked Estep 
Score: -15840480.000000 Penalty: 14024.783203
	Iteration 44Q: 3 clusters Score -1.584048e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 91610 members 
Entering Unmasked Estep 
Score: -15840474.000000 Penalty: 14024.783203
	Iteration 45Q: 3 clusters Score -1.584047e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 91617 members 
Entering Unmasked Estep 
Score: -15840488.000000 Penalty: 14024.783203
	Iteration 46Q: 3 clusters Score -1.584049e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 91621 members 
Entering Unmasked Estep 
Score: -15840471.000000 Penalty: 14024.783203
	Iteration 47Q: 3 clusters Score -1.584047e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 91621 members 
Entering Unmasked Estep 
Score: -15840459.000000 Penalty: 14024.783203
	Iteration 48Q: 3 clusters Score -1.584046e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 91627 members 
Entering Unmasked Estep 
Score: -15840481.000000 Penalty: 14024.783203
	Iteration 49Q: 3 clusters Score -1.584048e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 91632 members 
Entering Unmasked Estep 
Score: -15840479.000000 Penalty: 14024.783203
	Iteration 50Q: 3 clusters Score -1.584048e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 91638 members 
Entering Unmasked Estep 
Score: -15840486.000000 Penalty: 14024.783203
	Iteration 51Q: 3 clusters Score -1.584049e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 91642 members 
Entering Unmasked Estep 
Score: -15840487.000000 Penalty: 14024.783203
	Iteration 52Q: 3 clusters Score -1.584049e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 91646 members 
Entering Unmasked Estep 
Score: -15840493.000000 Penalty: 14024.783203
	Iteration 53Q: 3 clusters Score -1.584049e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 91649 members 
Entering Unmasked Estep 
Score: -15840505.000000 Penalty: 14024.783203
	Iteration 54Q: 3 clusters Score -1.58405e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 91656 members 
Entering Unmasked Estep 
Score: -15840510.000000 Penalty: 14024.783203
	Iteration 55Q: 3 clusters Score -1.584051e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 91662 members 
Entering Unmasked Estep 
Score: -15840500.000000 Penalty: 14024.783203
	Iteration 56Q: 3 clusters Score -1.58405e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 91664 members 
Entering Unmasked Estep 
Score: -15840521.000000 Penalty: 14024.783203
	Iteration 57Q: 3 clusters Score -1.584052e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 91670 members 
Entering Unmasked Estep 
Score: -15840521.000000 Penalty: 14024.783203
	Iteration 58Q: 3 clusters Score -1.584052e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 91673 members 
Entering Unmasked Estep 
Score: -15840516.000000 Penalty: 14024.783203
	Iteration 59Q: 3 clusters Score -1.584052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 91676 members 
Entering Unmasked Estep 
Score: -15840518.000000 Penalty: 14024.783203
	Iteration 60F: 3 clusters Score -1.584052e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 91676 members 
Entering Unmasked Estep 
Score: -15840517.000000 Penalty: 14024.783203
	Iteration 61Q: 3 clusters Score -1.584052e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 91676 members 
Entering Unmasked Estep 
Score: -15840517.000000 Penalty: 14024.783203
	Iteration 62F: 3 clusters Score -1.584052e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214284 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2736 members 
Mstep: Class 4 contains 7807 members 
Mstep: Class 5 contains 25093 members 
Mstep: Class 6 contains 46009 members 
Mstep: Class 7 contains 10483 members 
Mstep: Class 8 contains 20582 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14645 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1458 members 
Mstep: Class 14 contains 522125 members 
Mstep: Class 15 contains 23298 members 
Mstep: Class 16 contains 47816 members 
Mstep: Class 17 contains 309777 members 
Mstep: Class 18 contains 28229 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233348752.000000 Penalty: 181791.359375
Iteration 159Q: 22 clusters Score -2.333488e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214254 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7776 members 
Mstep: Class 5 contains 25098 members 
Mstep: Class 6 contains 46009 members 
Mstep: Class 7 contains 10483 members 
Mstep: Class 8 contains 20577 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14646 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1458 members 
Mstep: Class 14 contains 522169 members 
Mstep: Class 15 contains 23298 members 
Mstep: Class 16 contains 47846 members 
Mstep: Class 17 contains 309768 members 
Mstep: Class 18 contains 28231 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233348784.000000 Penalty: 181791.359375
Iteration 160F: 22 clusters Score -2.333488e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214203 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7733 members 
Mstep: Class 5 contains 25117 members 
Mstep: Class 6 contains 46009 members 
Mstep: Class 7 contains 10482 members 
Mstep: Class 8 contains 20572 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14647 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1458 members 
Mstep: Class 14 contains 522241 members 
Mstep: Class 15 contains 23301 members 
Mstep: Class 16 contains 47871 members 
Mstep: Class 17 contains 309756 members 
Mstep: Class 18 contains 28231 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349008.000000 Penalty: 181791.359375
Iteration 161Q: 22 clusters Score -2.33349e+08 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214182 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7690 members 
Mstep: Class 5 contains 25135 members 
Mstep: Class 6 contains 46008 members 
Mstep: Class 7 contains 10482 members 
Mstep: Class 8 contains 20570 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14647 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 522299 members 
Mstep: Class 15 contains 23302 members 
Mstep: Class 16 contains 47901 members 
Mstep: Class 17 contains 309718 members 
Mstep: Class 18 contains 28233 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233348768.000000 Penalty: 181791.359375
Iteration 162Q: 22 clusters Score -2.333488e+08 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214165 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7656 members 
Mstep: Class 5 contains 25164 members 
Mstep: Class 6 contains 46005 members 
Mstep: Class 7 contains 10482 members 
Mstep: Class 8 contains 20562 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14648 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 522353 members 
Mstep: Class 15 contains 23303 members 
Mstep: Class 16 contains 47927 members 
Mstep: Class 17 contains 309670 members 
Mstep: Class 18 contains 28234 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233348560.000000 Penalty: 181791.359375
Iteration 163Q: 22 clusters Score -2.333486e+08 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214163 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2734 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 25185 members 
Mstep: Class 6 contains 46005 members 
Mstep: Class 7 contains 10481 members 
Mstep: Class 8 contains 20558 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14647 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 522416 members 
Mstep: Class 15 contains 23301 members 
Mstep: Class 16 contains 47951 members 
Mstep: Class 17 contains 309628 members 
Mstep: Class 18 contains 28237 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233348544.000000 Penalty: 181791.359375
Iteration 164Q: 22 clusters Score -2.333485e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214165 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2731 members 
Mstep: Class 4 contains 7564 members 
Mstep: Class 5 contains 25195 members 
Mstep: Class 6 contains 46009 members 
Mstep: Class 7 contains 10481 members 
Mstep: Class 8 contains 20555 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14646 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 522474 members 
Mstep: Class 15 contains 23301 members 
Mstep: Class 16 contains 47976 members 
Mstep: Class 17 contains 309588 members 
Mstep: Class 18 contains 28238 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233348688.000000 Penalty: 181791.359375
Iteration 165Q: 22 clusters Score -2.333487e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214151 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2730 members 
Mstep: Class 4 contains 7537 members 
Mstep: Class 5 contains 25216 members 
Mstep: Class 6 contains 46010 members 
Mstep: Class 7 contains 10480 members 
Mstep: Class 8 contains 20554 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14646 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 522511 members 
Mstep: Class 15 contains 23303 members 
Mstep: Class 16 contains 47995 members 
Mstep: Class 17 contains 309554 members 
Mstep: Class 18 contains 28239 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233348864.000000 Penalty: 181791.359375
Iteration 166Q: 22 clusters Score -2.333489e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214140 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2732 members 
Mstep: Class 4 contains 7511 members 
Mstep: Class 5 contains 25233 members 
Mstep: Class 6 contains 46010 members 
Mstep: Class 7 contains 10479 members 
Mstep: Class 8 contains 20552 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14646 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 522544 members 
Mstep: Class 15 contains 23304 members 
Mstep: Class 16 contains 48001 members 
Mstep: Class 17 contains 309540 members 
Mstep: Class 18 contains 28238 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233348896.000000 Penalty: 181791.359375
Iteration 167Q: 22 clusters Score -2.333489e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214142 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2733 members 
Mstep: Class 4 contains 7494 members 
Mstep: Class 5 contains 25245 members 
Mstep: Class 6 contains 46007 members 
Mstep: Class 7 contains 10479 members 
Mstep: Class 8 contains 20554 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14646 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 522588 members 
Mstep: Class 15 contains 23303 members 
Mstep: Class 16 contains 48007 members 
Mstep: Class 17 contains 309499 members 
Mstep: Class 18 contains 28239 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233348784.000000 Penalty: 181791.359375
Iteration 168Q: 22 clusters Score -2.333488e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214149 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2734 members 
Mstep: Class 4 contains 7473 members 
Mstep: Class 5 contains 25269 members 
Mstep: Class 6 contains 46009 members 
Mstep: Class 7 contains 10479 members 
Mstep: Class 8 contains 20552 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14646 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 522620 members 
Mstep: Class 15 contains 23304 members 
Mstep: Class 16 contains 48014 members 
Mstep: Class 17 contains 309452 members 
Mstep: Class 18 contains 28238 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233348832.000000 Penalty: 181791.359375
Iteration 169Q: 22 clusters Score -2.333488e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214146 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7456 members 
Mstep: Class 5 contains 25280 members 
Mstep: Class 6 contains 46016 members 
Mstep: Class 7 contains 10479 members 
Mstep: Class 8 contains 20552 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14646 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 522662 members 
Mstep: Class 15 contains 23308 members 
Mstep: Class 16 contains 48023 members 
Mstep: Class 17 contains 309407 members 
Mstep: Class 18 contains 28238 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233348672.000000 Penalty: 181791.359375
Iteration 170Q: 22 clusters Score -2.333487e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214155 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7427 members 
Mstep: Class 5 contains 25284 members 
Mstep: Class 6 contains 46013 members 
Mstep: Class 7 contains 10478 members 
Mstep: Class 8 contains 20552 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14647 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 522713 members 
Mstep: Class 15 contains 23310 members 
Mstep: Class 16 contains 48027 members 
Mstep: Class 17 contains 309377 members 
Mstep: Class 18 contains 28237 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233348768.000000 Penalty: 181791.359375
Iteration 171Q: 22 clusters Score -2.333488e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214153 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7412 members 
Mstep: Class 5 contains 25304 members 
Mstep: Class 6 contains 46014 members 
Mstep: Class 7 contains 10476 members 
Mstep: Class 8 contains 20552 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14647 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 522743 members 
Mstep: Class 15 contains 23311 members 
Mstep: Class 16 contains 48032 members 
Mstep: Class 17 contains 309343 members 
Mstep: Class 18 contains 28238 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233348672.000000 Penalty: 181791.359375
Iteration 172Q: 22 clusters Score -2.333487e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214147 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7389 members 
Mstep: Class 5 contains 25318 members 
Mstep: Class 6 contains 46015 members 
Mstep: Class 7 contains 10474 members 
Mstep: Class 8 contains 20553 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14647 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 522772 members 
Mstep: Class 15 contains 23314 members 
Mstep: Class 16 contains 48041 members 
Mstep: Class 17 contains 309319 members 
Mstep: Class 18 contains 28239 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233348944.000000 Penalty: 181791.359375
Iteration 173Q: 22 clusters Score -2.333489e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214136 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7375 members 
Mstep: Class 5 contains 25327 members 
Mstep: Class 6 contains 46015 members 
Mstep: Class 7 contains 10474 members 
Mstep: Class 8 contains 20551 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14647 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 522789 members 
Mstep: Class 15 contains 23321 members 
Mstep: Class 16 contains 48056 members 
Mstep: Class 17 contains 309301 members 
Mstep: Class 18 contains 28240 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349072.000000 Penalty: 181791.359375
Iteration 174Q: 22 clusters Score -2.333491e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214137 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7360 members 
Mstep: Class 5 contains 25336 members 
Mstep: Class 6 contains 46013 members 
Mstep: Class 7 contains 10474 members 
Mstep: Class 8 contains 20549 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14647 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 522798 members 
Mstep: Class 15 contains 23321 members 
Mstep: Class 16 contains 48065 members 
Mstep: Class 17 contains 309291 members 
Mstep: Class 18 contains 28240 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233348768.000000 Penalty: 181791.359375
Iteration 175Q: 22 clusters Score -2.333488e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214139 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7347 members 
Mstep: Class 5 contains 25350 members 
Mstep: Class 6 contains 46011 members 
Mstep: Class 7 contains 10474 members 
Mstep: Class 8 contains 20549 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14647 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 522808 members 
Mstep: Class 15 contains 23323 members 
Mstep: Class 16 contains 48070 members 
Mstep: Class 17 contains 309276 members 
Mstep: Class 18 contains 28240 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233348912.000000 Penalty: 181791.359375
Iteration 176Q: 22 clusters Score -2.333489e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214148 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7339 members 
Mstep: Class 5 contains 25359 members 
Mstep: Class 6 contains 46010 members 
Mstep: Class 7 contains 10474 members 
Mstep: Class 8 contains 20548 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14647 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 522824 members 
Mstep: Class 15 contains 23329 members 
Mstep: Class 16 contains 48071 members 
Mstep: Class 17 contains 309246 members 
Mstep: Class 18 contains 28241 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349040.000000 Penalty: 181791.359375
Iteration 177Q: 22 clusters Score -2.33349e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214154 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7334 members 
Mstep: Class 5 contains 25357 members 
Mstep: Class 6 contains 46009 members 
Mstep: Class 7 contains 10474 members 
Mstep: Class 8 contains 20549 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14647 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 522835 members 
Mstep: Class 15 contains 23332 members 
Mstep: Class 16 contains 48077 members 
Mstep: Class 17 contains 309228 members 
Mstep: Class 18 contains 28242 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349200.000000 Penalty: 181791.359375
Iteration 178Q: 22 clusters Score -2.333492e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214154 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7324 members 
Mstep: Class 5 contains 25358 members 
Mstep: Class 6 contains 46012 members 
Mstep: Class 7 contains 10474 members 
Mstep: Class 8 contains 20550 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14648 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 522846 members 
Mstep: Class 15 contains 23332 members 
Mstep: Class 16 contains 48081 members 
Mstep: Class 17 contains 309219 members 
Mstep: Class 18 contains 28242 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233348976.000000 Penalty: 181791.359375
Iteration 179Q: 22 clusters Score -2.33349e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214150 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7314 members 
Mstep: Class 5 contains 25374 members 
Mstep: Class 6 contains 46011 members 
Mstep: Class 7 contains 10474 members 
Mstep: Class 8 contains 20550 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14649 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 522863 members 
Mstep: Class 15 contains 23335 members 
Mstep: Class 16 contains 48088 members 
Mstep: Class 17 contains 309194 members 
Mstep: Class 18 contains 28241 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349008.000000 Penalty: 181791.359375
Iteration 180F: 22 clusters Score -2.33349e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214150 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7301 members 
Mstep: Class 5 contains 25387 members 
Mstep: Class 6 contains 46010 members 
Mstep: Class 7 contains 10473 members 
Mstep: Class 8 contains 20550 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 522869 members 
Mstep: Class 15 contains 23337 members 
Mstep: Class 16 contains 48092 members 
Mstep: Class 17 contains 309184 members 
Mstep: Class 18 contains 28240 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349104.000000 Penalty: 181791.359375
Iteration 181Q: 22 clusters Score -2.333491e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214154 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7294 members 
Mstep: Class 5 contains 25392 members 
Mstep: Class 6 contains 46010 members 
Mstep: Class 7 contains 10473 members 
Mstep: Class 8 contains 20550 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 522882 members 
Mstep: Class 15 contains 23335 members 
Mstep: Class 16 contains 48099 members 
Mstep: Class 17 contains 309168 members 
Mstep: Class 18 contains 28241 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349040.000000 Penalty: 181791.359375
Iteration 182Q: 22 clusters Score -2.33349e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214155 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7287 members 
Mstep: Class 5 contains 25398 members 
Mstep: Class 6 contains 46010 members 
Mstep: Class 7 contains 10473 members 
Mstep: Class 8 contains 20549 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 522886 members 
Mstep: Class 15 contains 23335 members 
Mstep: Class 16 contains 48105 members 
Mstep: Class 17 contains 309161 members 
Mstep: Class 18 contains 28243 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349040.000000 Penalty: 181791.359375
Iteration 183Q: 22 clusters Score -2.33349e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214164 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7284 members 
Mstep: Class 5 contains 25405 members 
Mstep: Class 6 contains 46010 members 
Mstep: Class 7 contains 10470 members 
Mstep: Class 8 contains 20549 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 522893 members 
Mstep: Class 15 contains 23335 members 
Mstep: Class 16 contains 48108 members 
Mstep: Class 17 contains 309141 members 
Mstep: Class 18 contains 28243 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233348992.000000 Penalty: 181791.359375
Iteration 184Q: 22 clusters Score -2.33349e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214157 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7282 members 
Mstep: Class 5 contains 25413 members 
Mstep: Class 6 contains 46010 members 
Mstep: Class 7 contains 10468 members 
Mstep: Class 8 contains 20549 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 522903 members 
Mstep: Class 15 contains 23336 members 
Mstep: Class 16 contains 48119 members 
Mstep: Class 17 contains 309123 members 
Mstep: Class 18 contains 28244 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349184.000000 Penalty: 181791.359375
Iteration 185Q: 22 clusters Score -2.333492e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214149 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7279 members 
Mstep: Class 5 contains 25418 members 
Mstep: Class 6 contains 46010 members 
Mstep: Class 7 contains 10466 members 
Mstep: Class 8 contains 20549 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 522914 members 
Mstep: Class 15 contains 23336 members 
Mstep: Class 16 contains 48131 members 
Mstep: Class 17 contains 309107 members 
Mstep: Class 18 contains 28244 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349088.000000 Penalty: 181791.359375
Iteration 186Q: 22 clusters Score -2.333491e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214143 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7274 members 
Mstep: Class 5 contains 25422 members 
Mstep: Class 6 contains 46011 members 
Mstep: Class 7 contains 10464 members 
Mstep: Class 8 contains 20549 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 522922 members 
Mstep: Class 15 contains 23336 members 
Mstep: Class 16 contains 48139 members 
Mstep: Class 17 contains 309100 members 
Mstep: Class 18 contains 28244 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233348944.000000 Penalty: 181791.359375
Iteration 187Q: 22 clusters Score -2.333489e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214136 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7269 members 
Mstep: Class 5 contains 25426 members 
Mstep: Class 6 contains 46008 members 
Mstep: Class 7 contains 10464 members 
Mstep: Class 8 contains 20549 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 522932 members 
Mstep: Class 15 contains 23337 members 
Mstep: Class 16 contains 48142 members 
Mstep: Class 17 contains 309099 members 
Mstep: Class 18 contains 28244 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349072.000000 Penalty: 181791.359375
Iteration 188Q: 22 clusters Score -2.333491e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214141 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7264 members 
Mstep: Class 5 contains 25426 members 
Mstep: Class 6 contains 46008 members 
Mstep: Class 7 contains 10464 members 
Mstep: Class 8 contains 20549 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 522929 members 
Mstep: Class 15 contains 23337 members 
Mstep: Class 16 contains 48146 members 
Mstep: Class 17 contains 309097 members 
Mstep: Class 18 contains 28244 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349152.000000 Penalty: 181791.359375
Iteration 189Q: 22 clusters Score -2.333492e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214142 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7260 members 
Mstep: Class 5 contains 25429 members 
Mstep: Class 6 contains 46007 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 20549 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 522933 members 
Mstep: Class 15 contains 23337 members 
Mstep: Class 16 contains 48150 members 
Mstep: Class 17 contains 309091 members 
Mstep: Class 18 contains 28244 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349152.000000 Penalty: 181791.359375
Iteration 190Q: 22 clusters Score -2.333492e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214138 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7258 members 
Mstep: Class 5 contains 25432 members 
Mstep: Class 6 contains 46007 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 20549 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 522931 members 
Mstep: Class 15 contains 23336 members 
Mstep: Class 16 contains 48155 members 
Mstep: Class 17 contains 309095 members 
Mstep: Class 18 contains 28244 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349072.000000 Penalty: 181791.359375
Iteration 191Q: 22 clusters Score -2.333491e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214135 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7258 members 
Mstep: Class 5 contains 25431 members 
Mstep: Class 6 contains 46008 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 20549 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 522933 members 
Mstep: Class 15 contains 23337 members 
Mstep: Class 16 contains 48160 members 
Mstep: Class 17 contains 309092 members 
Mstep: Class 18 contains 28244 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349152.000000 Penalty: 181791.359375
Iteration 192Q: 22 clusters Score -2.333492e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214135 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7257 members 
Mstep: Class 5 contains 25430 members 
Mstep: Class 6 contains 46009 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 20549 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 522930 members 
Mstep: Class 15 contains 23337 members 
Mstep: Class 16 contains 48162 members 
Mstep: Class 17 contains 309094 members 
Mstep: Class 18 contains 28244 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349072.000000 Penalty: 181791.359375
Iteration 193Q: 22 clusters Score -2.333491e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214133 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7257 members 
Mstep: Class 5 contains 25432 members 
Mstep: Class 6 contains 46009 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 20549 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 522927 members 
Mstep: Class 15 contains 23338 members 
Mstep: Class 16 contains 48165 members 
Mstep: Class 17 contains 309093 members 
Mstep: Class 18 contains 28245 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349136.000000 Penalty: 181791.359375
Iteration 194Q: 22 clusters Score -2.333491e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214131 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7257 members 
Mstep: Class 5 contains 25434 members 
Mstep: Class 6 contains 46010 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 20549 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 522925 members 
Mstep: Class 15 contains 23339 members 
Mstep: Class 16 contains 48169 members 
Mstep: Class 17 contains 309090 members 
Mstep: Class 18 contains 28245 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349232.000000 Penalty: 181791.359375
Iteration 195Q: 22 clusters Score -2.333492e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214130 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7257 members 
Mstep: Class 5 contains 25434 members 
Mstep: Class 6 contains 46009 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 20549 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 522928 members 
Mstep: Class 15 contains 23339 members 
Mstep: Class 16 contains 48171 members 
Mstep: Class 17 contains 309088 members 
Mstep: Class 18 contains 28245 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349184.000000 Penalty: 181791.359375
Iteration 196Q: 22 clusters Score -2.333492e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214134 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7257 members 
Mstep: Class 5 contains 25434 members 
Mstep: Class 6 contains 46009 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 20549 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 522935 members 
Mstep: Class 15 contains 23339 members 
Mstep: Class 16 contains 48171 members 
Mstep: Class 17 contains 309076 members 
Mstep: Class 18 contains 28246 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349184.000000 Penalty: 181791.359375
Iteration 197Q: 22 clusters Score -2.333492e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214133 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7257 members 
Mstep: Class 5 contains 25433 members 
Mstep: Class 6 contains 46009 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 20549 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 522938 members 
Mstep: Class 15 contains 23339 members 
Mstep: Class 16 contains 48177 members 
Mstep: Class 17 contains 309067 members 
Mstep: Class 18 contains 28248 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349200.000000 Penalty: 181791.359375
Iteration 198Q: 22 clusters Score -2.333492e+08 nChanged 28
Entering ConstructFrom: 
Score: -233349200.000000 Penalty: 181791.359375
Entering ConstructFrom: 
Trying to split cluster 1 (214126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214126 members 
Entering Unmasked Estep 
Score: -36874016.000000 Penalty: 7518.020996
	Iteration 0F: 2 clusters Score -3.687402e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107008 members 
Mstep: Class 2 contains 107118 members 
Entering Unmasked Estep 
Score: -36731528.000000 Penalty: 15036.041992
	Iteration 0F: 3 clusters Score -3.673153e+07 nChanged 100661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106367 members 
Mstep: Class 2 contains 107759 members 
Entering Unmasked Estep 
Score: -36787896.000000 Penalty: 15036.041992
	Iteration 1F: 3 clusters Score -3.67879e+07 nChanged 6849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105774 members 
Mstep: Class 2 contains 108352 members 
Entering Unmasked Estep 
Score: -36789700.000000 Penalty: 15036.041992
	Iteration 2Q: 3 clusters Score -3.67897e+07 nChanged 7069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104757 members 
Mstep: Class 2 contains 109369 members 
Entering Unmasked Estep 
Score: -36791720.000000 Penalty: 15036.041992
	Iteration 3Q: 3 clusters Score -3.679172e+07 nChanged 7597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103086 members 
Mstep: Class 2 contains 111040 members 
Entering Unmasked Estep 
Score: -36794240.000000 Penalty: 15036.041992
	Iteration 4Q: 3 clusters Score -3.679424e+07 nChanged 8851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100503 members 
Mstep: Class 2 contains 113623 members 
Entering Unmasked Estep 
Score: -36798032.000000 Penalty: 15036.041992
	Iteration 5Q: 3 clusters Score -3.679803e+07 nChanged 10902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96569 members 
Mstep: Class 2 contains 117557 members 
Entering Unmasked Estep 
Score: -36803796.000000 Penalty: 15036.041992
	Iteration 6F: 3 clusters Score -3.68038e+07 nChanged 12643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91496 members 
Mstep: Class 2 contains 122630 members 
Entering Unmasked Estep 
Score: -36812088.000000 Penalty: 15036.041992
	Iteration 7F: 3 clusters Score -3.681209e+07 nChanged 14046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85574 members 
Mstep: Class 2 contains 128552 members 
Entering Unmasked Estep 
Score: -36821672.000000 Penalty: 15036.041992
	Iteration 8F: 3 clusters Score -3.682167e+07 nChanged 13994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79478 members 
Mstep: Class 2 contains 134648 members 
Entering Unmasked Estep 
Score: -36831240.000000 Penalty: 15036.041992
	Iteration 9F: 3 clusters Score -3.683124e+07 nChanged 12644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74022 members 
Mstep: Class 2 contains 140104 members 
Entering Unmasked Estep 
Score: -36839392.000000 Penalty: 15036.041992
	Iteration 10F: 3 clusters Score -3.683939e+07 nChanged 10486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69618 members 
Mstep: Class 2 contains 144508 members 
Entering Unmasked Estep 
Score: -36845808.000000 Penalty: 15036.041992
	Iteration 11Q: 3 clusters Score -3.684581e+07 nChanged 8055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65939 members 
Mstep: Class 2 contains 148187 members 
Entering Unmasked Estep 
Score: -36849628.000000 Penalty: 15036.041992
	Iteration 12Q: 3 clusters Score -3.684963e+07 nChanged 5964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62649 members 
Mstep: Class 2 contains 151477 members 
Entering Unmasked Estep 
Score: -36852320.000000 Penalty: 15036.041992
	Iteration 13Q: 3 clusters Score -3.685232e+07 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59551 members 
Mstep: Class 2 contains 154575 members 
Entering Unmasked Estep 
Score: -36853948.000000 Penalty: 15036.041992
	Iteration 14Q: 3 clusters Score -3.685395e+07 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56417 members 
Mstep: Class 2 contains 157709 members 
Entering Unmasked Estep 
Score: -36855628.000000 Penalty: 15036.041992
	Iteration 15Q: 3 clusters Score -3.685563e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53403 members 
Mstep: Class 2 contains 160723 members 
Entering Unmasked Estep 
Score: -36856988.000000 Penalty: 15036.041992
	Iteration 16Q: 3 clusters Score -3.685699e+07 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50441 members 
Mstep: Class 2 contains 163685 members 
Entering Unmasked Estep 
Score: -36858580.000000 Penalty: 15036.041992
	Iteration 17Q: 3 clusters Score -3.685858e+07 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47497 members 
Mstep: Class 2 contains 166629 members 
Entering Unmasked Estep 
Score: -36860400.000000 Penalty: 15036.041992
	Iteration 18Q: 3 clusters Score -3.68604e+07 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44743 members 
Mstep: Class 2 contains 169383 members 
Entering Unmasked Estep 
Score: -36862056.000000 Penalty: 15036.041992
	Iteration 19Q: 3 clusters Score -3.686206e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42201 members 
Mstep: Class 2 contains 171925 members 
Entering Unmasked Estep 
Score: -36863716.000000 Penalty: 15036.041992
	Iteration 20F: 3 clusters Score -3.686372e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39898 members 
Mstep: Class 2 contains 174228 members 
Entering Unmasked Estep 
Score: -36865056.000000 Penalty: 15036.041992
	Iteration 21Q: 3 clusters Score -3.686506e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37865 members 
Mstep: Class 2 contains 176261 members 
Entering Unmasked Estep 
Score: -36866516.000000 Penalty: 15036.041992
	Iteration 22Q: 3 clusters Score -3.686652e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36111 members 
Mstep: Class 2 contains 178015 members 
Entering Unmasked Estep 
Score: -36867548.000000 Penalty: 15036.041992
	Iteration 23Q: 3 clusters Score -3.686755e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34547 members 
Mstep: Class 2 contains 179579 members 
Entering Unmasked Estep 
Score: -36868640.000000 Penalty: 15036.041992
	Iteration 24Q: 3 clusters Score -3.686864e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33138 members 
Mstep: Class 2 contains 180988 members 
Entering Unmasked Estep 
Score: -36869564.000000 Penalty: 15036.041992
	Iteration 25Q: 3 clusters Score -3.686956e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31889 members 
Mstep: Class 2 contains 182237 members 
Entering Unmasked Estep 
Score: -36870212.000000 Penalty: 15036.041992
	Iteration 26Q: 3 clusters Score -3.687021e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30814 members 
Mstep: Class 2 contains 183312 members 
Entering Unmasked Estep 
Score: -36870768.000000 Penalty: 15036.041992
	Iteration 27Q: 3 clusters Score -3.687077e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 184304 members 
Entering Unmasked Estep 
Score: -36871176.000000 Penalty: 15036.041992
	Iteration 28Q: 3 clusters Score -3.687118e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28957 members 
Mstep: Class 2 contains 185169 members 
Entering Unmasked Estep 
Score: -36871536.000000 Penalty: 15036.041992
	Iteration 29Q: 3 clusters Score -3.687154e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28219 members 
Mstep: Class 2 contains 185907 members 
Entering Unmasked Estep 
Score: -36871816.000000 Penalty: 15036.041992
	Iteration 30Q: 3 clusters Score -3.687182e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27585 members 
Mstep: Class 2 contains 186541 members 
Entering Unmasked Estep 
Score: -36872016.000000 Penalty: 15036.041992
	Iteration 31Q: 3 clusters Score -3.687202e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27049 members 
Mstep: Class 2 contains 187077 members 
Entering Unmasked Estep 
Score: -36872024.000000 Penalty: 15036.041992
	Iteration 32Q: 3 clusters Score -3.687202e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26585 members 
Mstep: Class 2 contains 187541 members 
Entering Unmasked Estep 
Score: -36872064.000000 Penalty: 15036.041992
	Iteration 33Q: 3 clusters Score -3.687206e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 187915 members 
Entering Unmasked Estep 
Score: -36872104.000000 Penalty: 15036.041992
	Iteration 34Q: 3 clusters Score -3.68721e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 188229 members 
Entering Unmasked Estep 
Score: -36872148.000000 Penalty: 15036.041992
	Iteration 35Q: 3 clusters Score -3.687215e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 188494 members 
Entering Unmasked Estep 
Score: -36872100.000000 Penalty: 15036.041992
	Iteration 36Q: 3 clusters Score -3.68721e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 188703 members 
Entering Unmasked Estep 
Score: -36872072.000000 Penalty: 15036.041992
	Iteration 37Q: 3 clusters Score -3.687207e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 188885 members 
Entering Unmasked Estep 
Score: -36872092.000000 Penalty: 15036.041992
	Iteration 38Q: 3 clusters Score -3.687209e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 189048 members 
Entering Unmasked Estep 
Score: -36872084.000000 Penalty: 15036.041992
	Iteration 39Q: 3 clusters Score -3.687208e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24939 members 
Mstep: Class 2 contains 189187 members 
Entering Unmasked Estep 
Score: -36872076.000000 Penalty: 15036.041992
	Iteration 40F: 3 clusters Score -3.687208e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24806 members 
Mstep: Class 2 contains 189320 members 
Entering Unmasked Estep 
Score: -36872076.000000 Penalty: 15036.041992
	Iteration 41Q: 3 clusters Score -3.687208e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24698 members 
Mstep: Class 2 contains 189428 members 
Entering Unmasked Estep 
Score: -36872064.000000 Penalty: 15036.041992
	Iteration 42Q: 3 clusters Score -3.687206e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 189527 members 
Entering Unmasked Estep 
Score: -36872052.000000 Penalty: 15036.041992
	Iteration 43Q: 3 clusters Score -3.687205e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 189631 members 
Entering Unmasked Estep 
Score: -36872100.000000 Penalty: 15036.041992
	Iteration 44Q: 3 clusters Score -3.68721e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24404 members 
Mstep: Class 2 contains 189722 members 
Entering Unmasked Estep 
Score: -36872088.000000 Penalty: 15036.041992
	Iteration 45Q: 3 clusters Score -3.687209e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 189793 members 
Entering Unmasked Estep 
Score: -36872044.000000 Penalty: 15036.041992
	Iteration 46Q: 3 clusters Score -3.687204e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24266 members 
Mstep: Class 2 contains 189860 members 
Entering Unmasked Estep 
Score: -36872076.000000 Penalty: 15036.041992
	Iteration 47Q: 3 clusters Score -3.687208e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 189913 members 
Entering Unmasked Estep 
Score: -36872068.000000 Penalty: 15036.041992
	Iteration 48Q: 3 clusters Score -3.687207e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 189960 members 
Entering Unmasked Estep 
Score: -36872080.000000 Penalty: 15036.041992
	Iteration 49Q: 3 clusters Score -3.687208e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 189997 members 
Entering Unmasked Estep 
Score: -36872104.000000 Penalty: 15036.041992
	Iteration 50Q: 3 clusters Score -3.68721e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 190024 members 
Entering Unmasked Estep 
Score: -36872080.000000 Penalty: 15036.041992
	Iteration 51Q: 3 clusters Score -3.687208e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24067 members 
Mstep: Class 2 contains 190059 members 
Entering Unmasked Estep 
Score: -36872092.000000 Penalty: 15036.041992
	Iteration 52Q: 3 clusters Score -3.687209e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 190088 members 
Entering Unmasked Estep 
Score: -36872120.000000 Penalty: 15036.041992
	Iteration 53Q: 3 clusters Score -3.687212e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 190107 members 
Entering Unmasked Estep 
Score: -36872160.000000 Penalty: 15036.041992
	Iteration 54Q: 3 clusters Score -3.687216e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 190135 members 
Entering Unmasked Estep 
Score: -36872132.000000 Penalty: 15036.041992
	Iteration 55Q: 3 clusters Score -3.687213e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 190156 members 
Entering Unmasked Estep 
Score: -36872128.000000 Penalty: 15036.041992
	Iteration 56Q: 3 clusters Score -3.687213e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23951 members 
Mstep: Class 2 contains 190175 members 
Entering Unmasked Estep 
Score: -36872140.000000 Penalty: 15036.041992
	Iteration 57Q: 3 clusters Score -3.687214e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 190194 members 
Entering Unmasked Estep 
Score: -36872144.000000 Penalty: 15036.041992
	Iteration 58Q: 3 clusters Score -3.687214e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 190205 members 
Entering Unmasked Estep 
Score: -36872136.000000 Penalty: 15036.041992
	Iteration 59Q: 3 clusters Score -3.687214e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 190214 members 
Entering Unmasked Estep 
Score: -36872132.000000 Penalty: 15036.041992
	Iteration 60F: 3 clusters Score -3.687213e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 190224 members 
Entering Unmasked Estep 
Score: -36872116.000000 Penalty: 15036.041992
	Iteration 61Q: 3 clusters Score -3.687212e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 190234 members 
Entering Unmasked Estep 
Score: -36872132.000000 Penalty: 15036.041992
	Iteration 62Q: 3 clusters Score -3.687213e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 190241 members 
Entering Unmasked Estep 
Score: -36872104.000000 Penalty: 15036.041992
	Iteration 63Q: 3 clusters Score -3.68721e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 190253 members 
Entering Unmasked Estep 
Score: -36872092.000000 Penalty: 15036.041992
	Iteration 64Q: 3 clusters Score -3.687209e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 190263 members 
Entering Unmasked Estep 
Score: -36872104.000000 Penalty: 15036.041992
	Iteration 65Q: 3 clusters Score -3.68721e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 190276 members 
Entering Unmasked Estep 
Score: -36872124.000000 Penalty: 15036.041992
	Iteration 66Q: 3 clusters Score -3.687212e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 190287 members 
Entering Unmasked Estep 
Score: -36872132.000000 Penalty: 15036.041992
	Iteration 67Q: 3 clusters Score -3.687213e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 190303 members 
Entering Unmasked Estep 
Score: -36872132.000000 Penalty: 15036.041992
	Iteration 68Q: 3 clusters Score -3.687213e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 190316 members 
Entering Unmasked Estep 
Score: -36872148.000000 Penalty: 15036.041992
	Iteration 69Q: 3 clusters Score -3.687215e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 190327 members 
Entering Unmasked Estep 
Score: -36872160.000000 Penalty: 15036.041992
	Iteration 70Q: 3 clusters Score -3.687216e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 190336 members 
Entering Unmasked Estep 
Score: -36872144.000000 Penalty: 15036.041992
	Iteration 71Q: 3 clusters Score -3.687214e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23782 members 
Mstep: Class 2 contains 190344 members 
Entering Unmasked Estep 
Score: -36872164.000000 Penalty: 15036.041992
	Iteration 72Q: 3 clusters Score -3.687216e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 190348 members 
Entering Unmasked Estep 
Score: -36872160.000000 Penalty: 15036.041992
	Iteration 73Q: 3 clusters Score -3.687216e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 190354 members 
Entering Unmasked Estep 
Score: -36872136.000000 Penalty: 15036.041992
	Iteration 74Q: 3 clusters Score -3.687214e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 190361 members 
Entering Unmasked Estep 
Score: -36872152.000000 Penalty: 15036.041992
	Iteration 75Q: 3 clusters Score -3.687215e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 190371 members 
Entering Unmasked Estep 
Score: -36872128.000000 Penalty: 15036.041992
	Iteration 76Q: 3 clusters Score -3.687213e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 190374 members 
Entering Unmasked Estep 
Score: -36872124.000000 Penalty: 15036.041992
	Iteration 77Q: 3 clusters Score -3.687212e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 190378 members 
Entering Unmasked Estep 
Score: -36872140.000000 Penalty: 15036.041992
	Iteration 78Q: 3 clusters Score -3.687214e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 190379 members 
Entering Unmasked Estep 
Score: -36872160.000000 Penalty: 15036.041992
	Iteration 79Q: 3 clusters Score -3.687216e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 190382 members 
Entering Unmasked Estep 
Score: -36872156.000000 Penalty: 15036.041992
	Iteration 80F: 3 clusters Score -3.687216e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 190384 members 
Entering Unmasked Estep 
Score: -36872140.000000 Penalty: 15036.041992
	Iteration 81Q: 3 clusters Score -3.687214e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 190387 members 
Entering Unmasked Estep 
Score: -36872120.000000 Penalty: 15036.041992
	Iteration 82Q: 3 clusters Score -3.687212e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 190390 members 
Entering Unmasked Estep 
Score: -36872132.000000 Penalty: 15036.041992
	Iteration 83Q: 3 clusters Score -3.687213e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 190394 members 
Entering Unmasked Estep 
Score: -36872152.000000 Penalty: 15036.041992
	Iteration 84Q: 3 clusters Score -3.687215e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 190395 members 
Entering Unmasked Estep 
Score: -36872152.000000 Penalty: 15036.041992
	Iteration 85Q: 3 clusters Score -3.687215e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 190396 members 
Entering Unmasked Estep 
Score: -36872136.000000 Penalty: 15036.041992
	Iteration 86Q: 3 clusters Score -3.687214e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 190402 members 
Entering Unmasked Estep 
Score: -36872128.000000 Penalty: 15036.041992
	Iteration 87Q: 3 clusters Score -3.687213e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 190403 members 
Entering Unmasked Estep 
Score: -36872160.000000 Penalty: 15036.041992
	Iteration 88Q: 3 clusters Score -3.687216e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 190404 members 
Entering Unmasked Estep 
Score: -36872148.000000 Penalty: 15036.041992
	Iteration 89Q: 3 clusters Score -3.687215e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 190408 members 
Entering Unmasked Estep 
Score: -36872144.000000 Penalty: 15036.041992
	Iteration 90Q: 3 clusters Score -3.687214e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 190409 members 
Entering Unmasked Estep 
Score: -36872156.000000 Penalty: 15036.041992
	Iteration 91Q: 3 clusters Score -3.687216e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 190409 members 
Entering Unmasked Estep 
Score: -36872156.000000 Penalty: 15036.041992
	Iteration 92F: 3 clusters Score -3.687216e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Entering Unmasked Estep 
Score: -22473.988281 Penalty: 3163.431396
	Iteration 0F: 2 clusters Score -22473.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -20244.085938 Penalty: 6326.862793
	Iteration 0F: 3 clusters Score -20244.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Entering Unmasked Estep 
Score: -458407.343750 Penalty: 4847.255371
	Iteration 0F: 2 clusters Score -458407.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -452843.218750 Penalty: 9694.510742
	Iteration 0F: 3 clusters Score -452843.2 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -453568.218750 Penalty: 9694.510742
	Iteration 1F: 3 clusters Score -453568.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -453878.000000 Penalty: 9694.510742
	Iteration 2F: 3 clusters Score -453878 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -454118.531250 Penalty: 9694.510742
	Iteration 3Q: 3 clusters Score -454118.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -454431.375000 Penalty: 9694.510742
	Iteration 4Q: 3 clusters Score -454431.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -454803.468750 Penalty: 9694.510742
	Iteration 5Q: 3 clusters Score -454803.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -455172.125000 Penalty: 9694.510742
	Iteration 6F: 3 clusters Score -455172.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -455515.031250 Penalty: 9694.510742
	Iteration 7F: 3 clusters Score -455515 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -455832.625000 Penalty: 9694.510742
	Iteration 8F: 3 clusters Score -455832.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -456155.781250 Penalty: 9694.510742
	Iteration 9F: 3 clusters Score -456155.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -456436.968750 Penalty: 9694.510742
	Iteration 10Q: 3 clusters Score -456437 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -456707.187500 Penalty: 9694.510742
	Iteration 11Q: 3 clusters Score -456707.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -456980.218750 Penalty: 9694.510742
	Iteration 12Q: 3 clusters Score -456980.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -457240.875000 Penalty: 9694.510742
	Iteration 13Q: 3 clusters Score -457240.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -457522.156250 Penalty: 9694.510742
	Iteration 14Q: 3 clusters Score -457522.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -457731.468750 Penalty: 9694.510742
	Iteration 15Q: 3 clusters Score -457731.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -457812.843750 Penalty: 9694.510742
	Iteration 16Q: 3 clusters Score -457812.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -457843.031250 Penalty: 9694.510742
	Iteration 17Q: 3 clusters Score -457843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -457846.812500 Penalty: 9694.510742
	Iteration 18Q: 3 clusters Score -457846.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -457851.718750 Penalty: 9694.510742
	Iteration 19Q: 3 clusters Score -457851.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -457851.718750 Penalty: 9694.510742
	Iteration 20F: 3 clusters Score -457851.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Entering Unmasked Estep 
Score: -1170531.250000 Penalty: 5444.954590
	Iteration 0F: 2 clusters Score -1170531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1162033.375000 Penalty: 10889.909180
	Iteration 0F: 3 clusters Score -1162033 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1164119.375000 Penalty: 10889.909180
	Iteration 1F: 3 clusters Score -1164119 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1164854.000000 Penalty: 10889.909180
	Iteration 2F: 3 clusters Score -1164854 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1165275.750000 Penalty: 10889.909180
	Iteration 3F: 3 clusters Score -1165276 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1165567.250000 Penalty: 10889.909180
	Iteration 4Q: 3 clusters Score -1165567 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1165805.375000 Penalty: 10889.909180
	Iteration 5Q: 3 clusters Score -1165805 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1165989.750000 Penalty: 10889.909180
	Iteration 6Q: 3 clusters Score -1165990 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1166163.000000 Penalty: 10889.909180
	Iteration 7Q: 3 clusters Score -1166163 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1166345.375000 Penalty: 10889.909180
	Iteration 8Q: 3 clusters Score -1166345 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1166540.375000 Penalty: 10889.909180
	Iteration 9Q: 3 clusters Score -1166540 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1166722.500000 Penalty: 10889.909180
	Iteration 10Q: 3 clusters Score -1166722 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1166895.125000 Penalty: 10889.909180
	Iteration 11Q: 3 clusters Score -1166895 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1167061.750000 Penalty: 10889.909180
	Iteration 12Q: 3 clusters Score -1167062 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1167227.375000 Penalty: 10889.909180
	Iteration 13Q: 3 clusters Score -1167227 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1167395.500000 Penalty: 10889.909180
	Iteration 14Q: 3 clusters Score -1167396 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1167529.000000 Penalty: 10889.909180
	Iteration 15Q: 3 clusters Score -1167529 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1167664.625000 Penalty: 10889.909180
	Iteration 16Q: 3 clusters Score -1167665 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1167758.625000 Penalty: 10889.909180
	Iteration 17Q: 3 clusters Score -1167759 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1167831.375000 Penalty: 10889.909180
	Iteration 18Q: 3 clusters Score -1167831 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1167894.125000 Penalty: 10889.909180
	Iteration 19Q: 3 clusters Score -1167894 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1167935.250000 Penalty: 10889.909180
	Iteration 20F: 3 clusters Score -1167935 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1167964.875000 Penalty: 10889.909180
	Iteration 21Q: 3 clusters Score -1167965 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1167988.875000 Penalty: 10889.909180
	Iteration 22Q: 3 clusters Score -1167989 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1168009.000000 Penalty: 10889.909180
	Iteration 23Q: 3 clusters Score -1168009 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1168024.625000 Penalty: 10889.909180
	Iteration 24Q: 3 clusters Score -1168025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1168031.375000 Penalty: 10889.909180
	Iteration 25Q: 3 clusters Score -1168031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1168036.625000 Penalty: 10889.909180
	Iteration 26Q: 3 clusters Score -1168037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1168045.000000 Penalty: 10889.909180
	Iteration 27Q: 3 clusters Score -1168045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1168044.375000 Penalty: 10889.909180
	Iteration 28Q: 3 clusters Score -1168044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1168048.125000 Penalty: 10889.909180
	Iteration 29Q: 3 clusters Score -1168048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1168051.625000 Penalty: 10889.909180
	Iteration 30Q: 3 clusters Score -1168052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1168052.875000 Penalty: 10889.909180
	Iteration 31Q: 3 clusters Score -1168053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1168056.375000 Penalty: 10889.909180
	Iteration 32Q: 3 clusters Score -1168056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1168064.125000 Penalty: 10889.909180
	Iteration 33Q: 3 clusters Score -1168064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1168064.750000 Penalty: 10889.909180
	Iteration 34Q: 3 clusters Score -1168065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1168064.750000 Penalty: 10889.909180
	Iteration 35Q: 3 clusters Score -1168065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1168068.500000 Penalty: 10889.909180
	Iteration 36Q: 3 clusters Score -1168068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1168072.875000 Penalty: 10889.909180
	Iteration 37Q: 3 clusters Score -1168073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1168073.750000 Penalty: 10889.909180
	Iteration 38Q: 3 clusters Score -1168074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1168075.000000 Penalty: 10889.909180
	Iteration 39Q: 3 clusters Score -1168075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1168076.125000 Penalty: 10889.909180
	Iteration 40F: 3 clusters Score -1168076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (25435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25435 members 
Entering Unmasked Estep 
Score: -4203624.500000 Penalty: 6213.127441
	Iteration 0F: 2 clusters Score -4203624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -4183711.500000 Penalty: 12426.254883
	Iteration 0F: 3 clusters Score -4183712 nChanged 10581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -4189215.250000 Penalty: 12426.254883
	Iteration 1F: 3 clusters Score -4189215 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -4189924.000000 Penalty: 12426.254883
	Iteration 2F: 3 clusters Score -4189924 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -4190404.750000 Penalty: 12426.254883
	Iteration 3Q: 3 clusters Score -4190405 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -4190802.000000 Penalty: 12426.254883
	Iteration 4Q: 3 clusters Score -4190802 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -4191089.250000 Penalty: 12426.254883
	Iteration 5Q: 3 clusters Score -4191089 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -4191314.750000 Penalty: 12426.254883
	Iteration 6Q: 3 clusters Score -4191315 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -4191537.250000 Penalty: 12426.254883
	Iteration 7Q: 3 clusters Score -4191537 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -4191746.500000 Penalty: 12426.254883
	Iteration 8Q: 3 clusters Score -4191746 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -4191987.500000 Penalty: 12426.254883
	Iteration 9Q: 3 clusters Score -4191988 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -4192207.000000 Penalty: 12426.254883
	Iteration 10Q: 3 clusters Score -4192207 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -4192407.000000 Penalty: 12426.254883
	Iteration 11Q: 3 clusters Score -4192407 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -4192623.750000 Penalty: 12426.254883
	Iteration 12Q: 3 clusters Score -4192624 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -4192830.500000 Penalty: 12426.254883
	Iteration 13Q: 3 clusters Score -4192830 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -4193072.500000 Penalty: 12426.254883
	Iteration 14Q: 3 clusters Score -4193072 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -4193343.250000 Penalty: 12426.254883
	Iteration 15Q: 3 clusters Score -4193343 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -4193636.500000 Penalty: 12426.254883
	Iteration 16Q: 3 clusters Score -4193636 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -4193989.000000 Penalty: 12426.254883
	Iteration 17Q: 3 clusters Score -4193989 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -4194420.500000 Penalty: 12426.254883
	Iteration 18Q: 3 clusters Score -4194420 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -4194892.500000 Penalty: 12426.254883
	Iteration 19Q: 3 clusters Score -4194892 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -4195372.500000 Penalty: 12426.254883
	Iteration 20F: 3 clusters Score -4195372 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -4195829.500000 Penalty: 12426.254883
	Iteration 21Q: 3 clusters Score -4195830 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 22228 members 
Entering Unmasked Estep 
Score: -4196270.500000 Penalty: 12426.254883
	Iteration 22Q: 3 clusters Score -4196270 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
Score: -4196675.500000 Penalty: 12426.254883
	Iteration 23Q: 3 clusters Score -4196676 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -4197060.000000 Penalty: 12426.254883
	Iteration 24Q: 3 clusters Score -4197060 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -4197363.500000 Penalty: 12426.254883
	Iteration 25Q: 3 clusters Score -4197364 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 23871 members 
Entering Unmasked Estep 
Score: -4197568.500000 Penalty: 12426.254883
	Iteration 26Q: 3 clusters Score -4197568 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
Score: -4197744.500000 Penalty: 12426.254883
	Iteration 27Q: 3 clusters Score -4197744 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 24170 members 
Entering Unmasked Estep 
Score: -4197841.000000 Penalty: 12426.254883
	Iteration 28Q: 3 clusters Score -4197841 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 24239 members 
Entering Unmasked Estep 
Score: -4197909.500000 Penalty: 12426.254883
	Iteration 29Q: 3 clusters Score -4197910 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -4197954.000000 Penalty: 12426.254883
	Iteration 30Q: 3 clusters Score -4197954 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -4197969.500000 Penalty: 12426.254883
	Iteration 31Q: 3 clusters Score -4197970 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -4198008.000000 Penalty: 12426.254883
	Iteration 32Q: 3 clusters Score -4198008 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -4198026.500000 Penalty: 12426.254883
	Iteration 33Q: 3 clusters Score -4198026 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 24382 members 
Entering Unmasked Estep 
Score: -4198043.000000 Penalty: 12426.254883
	Iteration 34Q: 3 clusters Score -4198043 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 24393 members 
Entering Unmasked Estep 
Score: -4198053.000000 Penalty: 12426.254883
	Iteration 35Q: 3 clusters Score -4198053 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -4198069.500000 Penalty: 12426.254883
	Iteration 36Q: 3 clusters Score -4198070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -4198082.500000 Penalty: 12426.254883
	Iteration 37Q: 3 clusters Score -4198082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -4198087.500000 Penalty: 12426.254883
	Iteration 38Q: 3 clusters Score -4198088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -4198096.000000 Penalty: 12426.254883
	Iteration 39Q: 3 clusters Score -4198096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -4198098.000000 Penalty: 12426.254883
	Iteration 40F: 3 clusters Score -4198098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -4198098.500000 Penalty: 12426.254883
	Iteration 41Q: 3 clusters Score -4198098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -4198117.000000 Penalty: 12426.254883
	Iteration 42Q: 3 clusters Score -4198117 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 24465 members 
Entering Unmasked Estep 
Score: -4198129.500000 Penalty: 12426.254883
	Iteration 43Q: 3 clusters Score -4198130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 24473 members 
Entering Unmasked Estep 
Score: -4198145.000000 Penalty: 12426.254883
	Iteration 44Q: 3 clusters Score -4198145 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -4198149.000000 Penalty: 12426.254883
	Iteration 45Q: 3 clusters Score -4198149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -4198164.000000 Penalty: 12426.254883
	Iteration 46Q: 3 clusters Score -4198164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -4198177.000000 Penalty: 12426.254883
	Iteration 47Q: 3 clusters Score -4198177 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -4198177.000000 Penalty: 12426.254883
	Iteration 48Q: 3 clusters Score -4198177 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -4198178.000000 Penalty: 12426.254883
	Iteration 49Q: 3 clusters Score -4198178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 24524 members 
Entering Unmasked Estep 
Score: -4198184.000000 Penalty: 12426.254883
	Iteration 50Q: 3 clusters Score -4198184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 24528 members 
Entering Unmasked Estep 
Score: -4198187.000000 Penalty: 12426.254883
	Iteration 51Q: 3 clusters Score -4198187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -4198186.000000 Penalty: 12426.254883
	Iteration 52Q: 3 clusters Score -4198186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -4198188.500000 Penalty: 12426.254883
	Iteration 53Q: 3 clusters Score -4198188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -4198193.500000 Penalty: 12426.254883
	Iteration 54Q: 3 clusters Score -4198194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 24537 members 
Entering Unmasked Estep 
Score: -4198195.500000 Penalty: 12426.254883
	Iteration 55Q: 3 clusters Score -4198196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -4198196.500000 Penalty: 12426.254883
	Iteration 56Q: 3 clusters Score -4198196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -4198196.500000 Penalty: 12426.254883
	Iteration 57F: 3 clusters Score -4198196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46010 members 
Entering Unmasked Estep 
Score: -7990439.000000 Penalty: 6576.176270
	Iteration 0F: 2 clusters Score -7990439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -7957604.500000 Penalty: 13152.352539
	Iteration 0F: 3 clusters Score -7957604 nChanged 19911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22823 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -7968725.000000 Penalty: 13152.352539
	Iteration 1F: 3 clusters Score -7968725 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 23568 members 
Entering Unmasked Estep 
Score: -7970774.000000 Penalty: 13152.352539
	Iteration 2F: 3 clusters Score -7970774 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -7973272.000000 Penalty: 13152.352539
	Iteration 3F: 3 clusters Score -7973272 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 25641 members 
Entering Unmasked Estep 
Score: -7975686.000000 Penalty: 13152.352539
	Iteration 4F: 3 clusters Score -7975686 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 27531 members 
Entering Unmasked Estep 
Score: -7978116.500000 Penalty: 13152.352539
	Iteration 5F: 3 clusters Score -7978116 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 29718 members 
Entering Unmasked Estep 
Score: -7980234.500000 Penalty: 13152.352539
	Iteration 6F: 3 clusters Score -7980234 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 31862 members 
Entering Unmasked Estep 
Score: -7982071.000000 Penalty: 13152.352539
	Iteration 7F: 3 clusters Score -7982071 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 33742 members 
Entering Unmasked Estep 
Score: -7983388.000000 Penalty: 13152.352539
	Iteration 8Q: 3 clusters Score -7983388 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 35379 members 
Entering Unmasked Estep 
Score: -7984425.500000 Penalty: 13152.352539
	Iteration 9Q: 3 clusters Score -7984426 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 36776 members 
Entering Unmasked Estep 
Score: -7985273.500000 Penalty: 13152.352539
	Iteration 10Q: 3 clusters Score -7985274 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 37992 members 
Entering Unmasked Estep 
Score: -7985950.000000 Penalty: 13152.352539
	Iteration 11Q: 3 clusters Score -7985950 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 38971 members 
Entering Unmasked Estep 
Score: -7986445.500000 Penalty: 13152.352539
	Iteration 12Q: 3 clusters Score -7986446 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 39777 members 
Entering Unmasked Estep 
Score: -7986818.500000 Penalty: 13152.352539
	Iteration 13Q: 3 clusters Score -7986818 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 40415 members 
Entering Unmasked Estep 
Score: -7987106.500000 Penalty: 13152.352539
	Iteration 14Q: 3 clusters Score -7987106 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 40926 members 
Entering Unmasked Estep 
Score: -7987316.500000 Penalty: 13152.352539
	Iteration 15Q: 3 clusters Score -7987316 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 41340 members 
Entering Unmasked Estep 
Score: -7987480.500000 Penalty: 13152.352539
	Iteration 16Q: 3 clusters Score -7987480 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 41656 members 
Entering Unmasked Estep 
Score: -7987614.500000 Penalty: 13152.352539
	Iteration 17Q: 3 clusters Score -7987614 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 41915 members 
Entering Unmasked Estep 
Score: -7987705.000000 Penalty: 13152.352539
	Iteration 18Q: 3 clusters Score -7987705 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 42110 members 
Entering Unmasked Estep 
Score: -7987776.000000 Penalty: 13152.352539
	Iteration 19Q: 3 clusters Score -7987776 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 42268 members 
Entering Unmasked Estep 
Score: -7987819.000000 Penalty: 13152.352539
	Iteration 20F: 3 clusters Score -7987819 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 42394 members 
Entering Unmasked Estep 
Score: -7987842.500000 Penalty: 13152.352539
	Iteration 21Q: 3 clusters Score -7987842 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 42493 members 
Entering Unmasked Estep 
Score: -7987898.500000 Penalty: 13152.352539
	Iteration 22Q: 3 clusters Score -7987898 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 42582 members 
Entering Unmasked Estep 
Score: -7987923.000000 Penalty: 13152.352539
	Iteration 23Q: 3 clusters Score -7987923 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 42652 members 
Entering Unmasked Estep 
Score: -7987937.000000 Penalty: 13152.352539
	Iteration 24Q: 3 clusters Score -7987937 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 42697 members 
Entering Unmasked Estep 
Score: -7987947.500000 Penalty: 13152.352539
	Iteration 25Q: 3 clusters Score -7987948 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 42742 members 
Entering Unmasked Estep 
Score: -7987948.000000 Penalty: 13152.352539
	Iteration 26Q: 3 clusters Score -7987948 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 42784 members 
Entering Unmasked Estep 
Score: -7987961.500000 Penalty: 13152.352539
	Iteration 27Q: 3 clusters Score -7987962 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 42814 members 
Entering Unmasked Estep 
Score: -7987963.000000 Penalty: 13152.352539
	Iteration 28Q: 3 clusters Score -7987963 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 42847 members 
Entering Unmasked Estep 
Score: -7987970.000000 Penalty: 13152.352539
	Iteration 29Q: 3 clusters Score -7987970 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 42869 members 
Entering Unmasked Estep 
Score: -7987989.000000 Penalty: 13152.352539
	Iteration 30Q: 3 clusters Score -7987989 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 42887 members 
Entering Unmasked Estep 
Score: -7987992.000000 Penalty: 13152.352539
	Iteration 31Q: 3 clusters Score -7987992 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 42912 members 
Entering Unmasked Estep 
Score: -7987997.000000 Penalty: 13152.352539
	Iteration 32Q: 3 clusters Score -7987997 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 42937 members 
Entering Unmasked Estep 
Score: -7988000.000000 Penalty: 13152.352539
	Iteration 33Q: 3 clusters Score -7988000 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 42958 members 
Entering Unmasked Estep 
Score: -7988011.000000 Penalty: 13152.352539
	Iteration 34Q: 3 clusters Score -7988011 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 42968 members 
Entering Unmasked Estep 
Score: -7988020.000000 Penalty: 13152.352539
	Iteration 35Q: 3 clusters Score -7988020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 42973 members 
Entering Unmasked Estep 
Score: -7988018.500000 Penalty: 13152.352539
	Iteration 36Q: 3 clusters Score -7988018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 42977 members 
Entering Unmasked Estep 
Score: -7988016.000000 Penalty: 13152.352539
	Iteration 37Q: 3 clusters Score -7988016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 42983 members 
Entering Unmasked Estep 
Score: -7988019.500000 Penalty: 13152.352539
	Iteration 38Q: 3 clusters Score -7988020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 42986 members 
Entering Unmasked Estep 
Score: -7988024.500000 Penalty: 13152.352539
	Iteration 39Q: 3 clusters Score -7988024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 42986 members 
Entering Unmasked Estep 
Score: -7988024.500000 Penalty: 13152.352539
	Iteration 40F: 3 clusters Score -7988024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Entering Unmasked Estep 
Score: -1725857.000000 Penalty: 5669.055664
	Iteration 0F: 2 clusters Score -1725857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1715340.875000 Penalty: 11338.111328
	Iteration 0F: 3 clusters Score -1715341 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1717472.750000 Penalty: 11338.111328
	Iteration 1F: 3 clusters Score -1717473 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1717942.125000 Penalty: 11338.111328
	Iteration 2F: 3 clusters Score -1717942 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1718232.875000 Penalty: 11338.111328
	Iteration 3Q: 3 clusters Score -1718233 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1718438.750000 Penalty: 11338.111328
	Iteration 4Q: 3 clusters Score -1718439 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1718599.125000 Penalty: 11338.111328
	Iteration 5Q: 3 clusters Score -1718599 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1718763.875000 Penalty: 11338.111328
	Iteration 6Q: 3 clusters Score -1718764 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1718988.500000 Penalty: 11338.111328
	Iteration 7Q: 3 clusters Score -1718988 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1719287.375000 Penalty: 11338.111328
	Iteration 8Q: 3 clusters Score -1719287 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1719533.625000 Penalty: 11338.111328
	Iteration 9Q: 3 clusters Score -1719534 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1719758.500000 Penalty: 11338.111328
	Iteration 10Q: 3 clusters Score -1719758 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1719943.375000 Penalty: 11338.111328
	Iteration 11Q: 3 clusters Score -1719943 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1720123.125000 Penalty: 11338.111328
	Iteration 12Q: 3 clusters Score -1720123 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1720299.625000 Penalty: 11338.111328
	Iteration 13Q: 3 clusters Score -1720300 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1720455.375000 Penalty: 11338.111328
	Iteration 14Q: 3 clusters Score -1720455 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1720601.625000 Penalty: 11338.111328
	Iteration 15Q: 3 clusters Score -1720602 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1720738.625000 Penalty: 11338.111328
	Iteration 16Q: 3 clusters Score -1720739 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1720856.750000 Penalty: 11338.111328
	Iteration 17Q: 3 clusters Score -1720857 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1720985.500000 Penalty: 11338.111328
	Iteration 18Q: 3 clusters Score -1720986 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1721097.750000 Penalty: 11338.111328
	Iteration 19Q: 3 clusters Score -1721098 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1721204.250000 Penalty: 11338.111328
	Iteration 20F: 3 clusters Score -1721204 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1721297.750000 Penalty: 11338.111328
	Iteration 21Q: 3 clusters Score -1721298 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1721372.250000 Penalty: 11338.111328
	Iteration 22Q: 3 clusters Score -1721372 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1721444.625000 Penalty: 11338.111328
	Iteration 23Q: 3 clusters Score -1721445 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1721505.875000 Penalty: 11338.111328
	Iteration 24Q: 3 clusters Score -1721506 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1721552.500000 Penalty: 11338.111328
	Iteration 25Q: 3 clusters Score -1721552 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1721594.000000 Penalty: 11338.111328
	Iteration 26Q: 3 clusters Score -1721594 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1721625.000000 Penalty: 11338.111328
	Iteration 27Q: 3 clusters Score -1721625 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1721657.125000 Penalty: 11338.111328
	Iteration 28Q: 3 clusters Score -1721657 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1721676.875000 Penalty: 11338.111328
	Iteration 29Q: 3 clusters Score -1721677 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1721686.500000 Penalty: 11338.111328
	Iteration 30Q: 3 clusters Score -1721686 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1721695.875000 Penalty: 11338.111328
	Iteration 31Q: 3 clusters Score -1721696 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1721707.375000 Penalty: 11338.111328
	Iteration 32Q: 3 clusters Score -1721707 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1721713.750000 Penalty: 11338.111328
	Iteration 33Q: 3 clusters Score -1721714 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1721728.250000 Penalty: 11338.111328
	Iteration 34Q: 3 clusters Score -1721728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1721731.625000 Penalty: 11338.111328
	Iteration 35Q: 3 clusters Score -1721732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1721736.875000 Penalty: 11338.111328
	Iteration 36Q: 3 clusters Score -1721737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1721740.375000 Penalty: 11338.111328
	Iteration 37Q: 3 clusters Score -1721740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1721747.375000 Penalty: 11338.111328
	Iteration 38Q: 3 clusters Score -1721747 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1721750.000000 Penalty: 11338.111328
	Iteration 39Q: 3 clusters Score -1721750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1721756.375000 Penalty: 11338.111328
	Iteration 40F: 3 clusters Score -1721756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1721763.375000 Penalty: 11338.111328
	Iteration 41Q: 3 clusters Score -1721763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1721764.500000 Penalty: 11338.111328
	Iteration 42Q: 3 clusters Score -1721764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1721767.750000 Penalty: 11338.111328
	Iteration 43Q: 3 clusters Score -1721768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1721769.875000 Penalty: 11338.111328
	Iteration 44Q: 3 clusters Score -1721770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1721776.875000 Penalty: 11338.111328
	Iteration 45Q: 3 clusters Score -1721777 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1721782.625000 Penalty: 11338.111328
	Iteration 46Q: 3 clusters Score -1721783 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1721786.375000 Penalty: 11338.111328
	Iteration 47Q: 3 clusters Score -1721786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1721796.500000 Penalty: 11338.111328
	Iteration 48Q: 3 clusters Score -1721796 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1721802.500000 Penalty: 11338.111328
	Iteration 49Q: 3 clusters Score -1721802 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1721812.125000 Penalty: 11338.111328
	Iteration 50Q: 3 clusters Score -1721812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1721818.125000 Penalty: 11338.111328
	Iteration 51Q: 3 clusters Score -1721818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1721821.750000 Penalty: 11338.111328
	Iteration 52Q: 3 clusters Score -1721822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1721830.500000 Penalty: 11338.111328
	Iteration 53Q: 3 clusters Score -1721830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1721832.875000 Penalty: 11338.111328
	Iteration 54Q: 3 clusters Score -1721833 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1721844.125000 Penalty: 11338.111328
	Iteration 55Q: 3 clusters Score -1721844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1721843.750000 Penalty: 11338.111328
	Iteration 56Q: 3 clusters Score -1721844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1721852.375000 Penalty: 11338.111328
	Iteration 57Q: 3 clusters Score -1721852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1721860.125000 Penalty: 11338.111328
	Iteration 58Q: 3 clusters Score -1721860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1721856.875000 Penalty: 11338.111328
	Iteration 59Q: 3 clusters Score -1721857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1721860.500000 Penalty: 11338.111328
	Iteration 60F: 3 clusters Score -1721860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1721865.125000 Penalty: 11338.111328
	Iteration 61Q: 3 clusters Score -1721865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1721870.000000 Penalty: 11338.111328
	Iteration 62Q: 3 clusters Score -1721870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1721866.125000 Penalty: 11338.111328
	Iteration 63Q: 3 clusters Score -1721866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1721872.500000 Penalty: 11338.111328
	Iteration 64Q: 3 clusters Score -1721872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1721876.125000 Penalty: 11338.111328
	Iteration 65Q: 3 clusters Score -1721876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1721879.750000 Penalty: 11338.111328
	Iteration 66Q: 3 clusters Score -1721880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1721882.750000 Penalty: 11338.111328
	Iteration 67Q: 3 clusters Score -1721883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1721883.500000 Penalty: 11338.111328
	Iteration 68Q: 3 clusters Score -1721884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1721886.750000 Penalty: 11338.111328
	Iteration 69Q: 3 clusters Score -1721887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1721886.750000 Penalty: 11338.111328
	Iteration 70F: 3 clusters Score -1721887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (20549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Entering Unmasked Estep 
Score: -3569431.500000 Penalty: 6082.472656
	Iteration 0F: 2 clusters Score -3569432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -3552582.000000 Penalty: 12164.945312
	Iteration 0F: 3 clusters Score -3552582 nChanged 8328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -3557074.000000 Penalty: 12164.945312
	Iteration 1F: 3 clusters Score -3557074 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -3557691.750000 Penalty: 12164.945312
	Iteration 2F: 3 clusters Score -3557692 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -3558064.000000 Penalty: 12164.945312
	Iteration 3Q: 3 clusters Score -3558064 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -3558345.500000 Penalty: 12164.945312
	Iteration 4Q: 3 clusters Score -3558346 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -3558564.500000 Penalty: 12164.945312
	Iteration 5Q: 3 clusters Score -3558564 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -3558795.750000 Penalty: 12164.945312
	Iteration 6Q: 3 clusters Score -3558796 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -3559071.500000 Penalty: 12164.945312
	Iteration 7Q: 3 clusters Score -3559072 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -3559347.000000 Penalty: 12164.945312
	Iteration 8Q: 3 clusters Score -3559347 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -3559642.750000 Penalty: 12164.945312
	Iteration 9Q: 3 clusters Score -3559643 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -3559949.750000 Penalty: 12164.945312
	Iteration 10Q: 3 clusters Score -3559950 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -3560279.500000 Penalty: 12164.945312
	Iteration 11Q: 3 clusters Score -3560280 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -3560574.750000 Penalty: 12164.945312
	Iteration 12Q: 3 clusters Score -3560575 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -3560850.500000 Penalty: 12164.945312
	Iteration 13Q: 3 clusters Score -3560850 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -3561097.750000 Penalty: 12164.945312
	Iteration 14Q: 3 clusters Score -3561098 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -3561329.750000 Penalty: 12164.945312
	Iteration 15Q: 3 clusters Score -3561330 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -3561519.500000 Penalty: 12164.945312
	Iteration 16Q: 3 clusters Score -3561520 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -3561718.000000 Penalty: 12164.945312
	Iteration 17Q: 3 clusters Score -3561718 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -3561893.500000 Penalty: 12164.945312
	Iteration 18Q: 3 clusters Score -3561894 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -3562046.500000 Penalty: 12164.945312
	Iteration 19Q: 3 clusters Score -3562046 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -3562209.750000 Penalty: 12164.945312
	Iteration 20F: 3 clusters Score -3562210 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -3562361.500000 Penalty: 12164.945312
	Iteration 21Q: 3 clusters Score -3562362 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -3562461.250000 Penalty: 12164.945312
	Iteration 22Q: 3 clusters Score -3562461 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -3562546.250000 Penalty: 12164.945312
	Iteration 23Q: 3 clusters Score -3562546 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -3562630.250000 Penalty: 12164.945312
	Iteration 24Q: 3 clusters Score -3562630 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -3562729.000000 Penalty: 12164.945312
	Iteration 25Q: 3 clusters Score -3562729 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -3562803.000000 Penalty: 12164.945312
	Iteration 26Q: 3 clusters Score -3562803 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -3562884.250000 Penalty: 12164.945312
	Iteration 27Q: 3 clusters Score -3562884 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -3562972.500000 Penalty: 12164.945312
	Iteration 28Q: 3 clusters Score -3562972 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -3563053.000000 Penalty: 12164.945312
	Iteration 29Q: 3 clusters Score -3563053 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -3563139.000000 Penalty: 12164.945312
	Iteration 30Q: 3 clusters Score -3563139 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -3563241.500000 Penalty: 12164.945312
	Iteration 31Q: 3 clusters Score -3563242 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -3563335.000000 Penalty: 12164.945312
	Iteration 32Q: 3 clusters Score -3563335 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -3563436.500000 Penalty: 12164.945312
	Iteration 33Q: 3 clusters Score -3563436 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -3563528.500000 Penalty: 12164.945312
	Iteration 34Q: 3 clusters Score -3563528 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -3563644.750000 Penalty: 12164.945312
	Iteration 35Q: 3 clusters Score -3563645 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -3563743.500000 Penalty: 12164.945312
	Iteration 36Q: 3 clusters Score -3563744 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -3563838.750000 Penalty: 12164.945312
	Iteration 37Q: 3 clusters Score -3563839 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -3563925.000000 Penalty: 12164.945312
	Iteration 38Q: 3 clusters Score -3563925 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -3563983.500000 Penalty: 12164.945312
	Iteration 39Q: 3 clusters Score -3563984 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -3564037.500000 Penalty: 12164.945312
	Iteration 40F: 3 clusters Score -3564038 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -3564093.750000 Penalty: 12164.945312
	Iteration 41Q: 3 clusters Score -3564094 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -3564134.000000 Penalty: 12164.945312
	Iteration 42Q: 3 clusters Score -3564134 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -3564180.500000 Penalty: 12164.945312
	Iteration 43Q: 3 clusters Score -3564180 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -3564220.250000 Penalty: 12164.945312
	Iteration 44Q: 3 clusters Score -3564220 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -3564252.250000 Penalty: 12164.945312
	Iteration 45Q: 3 clusters Score -3564252 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -3564282.000000 Penalty: 12164.945312
	Iteration 46Q: 3 clusters Score -3564282 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -3564302.500000 Penalty: 12164.945312
	Iteration 47Q: 3 clusters Score -3564302 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -3564347.250000 Penalty: 12164.945312
	Iteration 48Q: 3 clusters Score -3564347 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -3564366.000000 Penalty: 12164.945312
	Iteration 49Q: 3 clusters Score -3564366 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -3564384.000000 Penalty: 12164.945312
	Iteration 50Q: 3 clusters Score -3564384 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -3564418.250000 Penalty: 12164.945312
	Iteration 51Q: 3 clusters Score -3564418 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -3564448.000000 Penalty: 12164.945312
	Iteration 52Q: 3 clusters Score -3564448 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -3564478.000000 Penalty: 12164.945312
	Iteration 53Q: 3 clusters Score -3564478 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -3564511.250000 Penalty: 12164.945312
	Iteration 54Q: 3 clusters Score -3564511 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -3564545.500000 Penalty: 12164.945312
	Iteration 55Q: 3 clusters Score -3564546 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -3564574.750000 Penalty: 12164.945312
	Iteration 56Q: 3 clusters Score -3564575 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -3564600.750000 Penalty: 12164.945312
	Iteration 57Q: 3 clusters Score -3564601 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -3564627.250000 Penalty: 12164.945312
	Iteration 58Q: 3 clusters Score -3564627 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -3564651.500000 Penalty: 12164.945312
	Iteration 59Q: 3 clusters Score -3564652 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -3564670.750000 Penalty: 12164.945312
	Iteration 60F: 3 clusters Score -3564671 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -3564683.000000 Penalty: 12164.945312
	Iteration 61Q: 3 clusters Score -3564683 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -3564700.250000 Penalty: 12164.945312
	Iteration 62Q: 3 clusters Score -3564700 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -3564701.500000 Penalty: 12164.945312
	Iteration 63Q: 3 clusters Score -3564702 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -3564727.000000 Penalty: 12164.945312
	Iteration 64Q: 3 clusters Score -3564727 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -3564738.500000 Penalty: 12164.945312
	Iteration 65Q: 3 clusters Score -3564738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -3564742.000000 Penalty: 12164.945312
	Iteration 66Q: 3 clusters Score -3564742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -3564762.250000 Penalty: 12164.945312
	Iteration 67Q: 3 clusters Score -3564762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -3564772.500000 Penalty: 12164.945312
	Iteration 68Q: 3 clusters Score -3564772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -3564777.750000 Penalty: 12164.945312
	Iteration 69Q: 3 clusters Score -3564778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -3564780.500000 Penalty: 12164.945312
	Iteration 70Q: 3 clusters Score -3564780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -3564779.500000 Penalty: 12164.945312
	Iteration 71Q: 3 clusters Score -3564780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -3564784.750000 Penalty: 12164.945312
	Iteration 72Q: 3 clusters Score -3564785 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -3564791.000000 Penalty: 12164.945312
	Iteration 73Q: 3 clusters Score -3564791 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -3564802.250000 Penalty: 12164.945312
	Iteration 74Q: 3 clusters Score -3564802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -3564806.000000 Penalty: 12164.945312
	Iteration 75Q: 3 clusters Score -3564806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -3564809.000000 Penalty: 12164.945312
	Iteration 76Q: 3 clusters Score -3564809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -3564807.500000 Penalty: 12164.945312
	Iteration 77Q: 3 clusters Score -3564808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -3564810.750000 Penalty: 12164.945312
	Iteration 78Q: 3 clusters Score -3564811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -3564815.750000 Penalty: 12164.945312
	Iteration 79Q: 3 clusters Score -3564816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -3564821.000000 Penalty: 12164.945312
	Iteration 80F: 3 clusters Score -3564821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -3564821.500000 Penalty: 12164.945312
	Iteration 81Q: 3 clusters Score -3564822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -3564827.250000 Penalty: 12164.945312
	Iteration 82Q: 3 clusters Score -3564827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -3564836.250000 Penalty: 12164.945312
	Iteration 83Q: 3 clusters Score -3564836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -3564835.000000 Penalty: 12164.945312
	Iteration 84Q: 3 clusters Score -3564835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -3564851.000000 Penalty: 12164.945312
	Iteration 85Q: 3 clusters Score -3564851 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -3564855.500000 Penalty: 12164.945312
	Iteration 86Q: 3 clusters Score -3564856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -3564852.250000 Penalty: 12164.945312
	Iteration 87Q: 3 clusters Score -3564852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -3564854.000000 Penalty: 12164.945312
	Iteration 88Q: 3 clusters Score -3564854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -3564857.750000 Penalty: 12164.945312
	Iteration 89Q: 3 clusters Score -3564858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -3564859.500000 Penalty: 12164.945312
	Iteration 90Q: 3 clusters Score -3564860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -3564869.250000 Penalty: 12164.945312
	Iteration 91Q: 3 clusters Score -3564869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -3564879.500000 Penalty: 12164.945312
	Iteration 92Q: 3 clusters Score -3564880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -3564872.750000 Penalty: 12164.945312
	Iteration 93Q: 3 clusters Score -3564873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -3564872.250000 Penalty: 12164.945312
	Iteration 94Q: 3 clusters Score -3564872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -3564872.250000 Penalty: 12164.945312
	Iteration 95F: 3 clusters Score -3564872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Entering Unmasked Estep 
Score: -137497.328125 Penalty: 4159.623047
	Iteration 0F: 2 clusters Score -137497.3 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 419 members 
Entering Unmasked Estep 
Score: -133556.468750 Penalty: 8319.246094
	Iteration 0F: 3 clusters Score -133556.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -133968.906250 Penalty: 8319.246094
	Iteration 1F: 3 clusters Score -133968.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -134094.437500 Penalty: 8319.246094
	Iteration 2Q: 3 clusters Score -134094.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -134179.640625 Penalty: 8319.246094
	Iteration 3Q: 3 clusters Score -134179.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -134232.375000 Penalty: 8319.246094
	Iteration 4Q: 3 clusters Score -134232.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -134268.562500 Penalty: 8319.246094
	Iteration 5Q: 3 clusters Score -134268.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -134281.078125 Penalty: 8319.246094
	Iteration 6Q: 3 clusters Score -134281.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -134294.687500 Penalty: 8319.246094
	Iteration 7Q: 3 clusters Score -134294.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -134299.734375 Penalty: 8319.246094
	Iteration 8Q: 3 clusters Score -134299.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -134299.734375 Penalty: 8319.246094
	Iteration 9F: 3 clusters Score -134299.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Entering Unmasked Estep 
Score: -217891.656250 Penalty: 4437.089355
	Iteration 0F: 2 clusters Score -217891.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -213446.750000 Penalty: 8874.178711
	Iteration 0F: 3 clusters Score -213446.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -214338.796875 Penalty: 8874.178711
	Iteration 1F: 3 clusters Score -214338.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -215065.265625 Penalty: 8874.178711
	Iteration 2F: 3 clusters Score -215065.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -215917.265625 Penalty: 8874.178711
	Iteration 3F: 3 clusters Score -215917.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -216686.718750 Penalty: 8874.178711
	Iteration 4F: 3 clusters Score -216686.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -217741.765625 Penalty: 8874.178711
	Iteration 5F: 3 clusters Score -217741.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -219058.015625 Penalty: 8874.178711
	Iteration 6Q: 3 clusters Score -219058 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -219164.859375 Penalty: 8874.178711
	Iteration 7Q: 3 clusters Score -219164.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -219184.468750 Penalty: 8874.178711
	Iteration 8Q: 3 clusters Score -219184.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -219184.468750 Penalty: 8874.178711
	Iteration 9F: 3 clusters Score -219184.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214126 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7257 members 
Mstep: Class 5 contains 25435 members 
Mstep: Class 6 contains 46010 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 20549 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1056 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 522937 members 
Mstep: Class 15 contains 23338 members 
Mstep: Class 16 contains 48185 members 
Mstep: Class 17 contains 309064 members 
Mstep: Class 18 contains 28249 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93676 members 
Mstep: Class 22 contains 344 members 
Entering Unmasked Estep 
Score: -233345008.000000 Penalty: 190448.093750
Splitting cluster 10 changes total score from -233349200.000000 to -233345008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (14650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Entering Unmasked Estep 
Score: -2406335.500000 Penalty: 5875.219727
	Iteration 0F: 2 clusters Score -2406336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -2393249.000000 Penalty: 11750.439453
	Iteration 0F: 3 clusters Score -2393249 nChanged 5652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -2396353.000000 Penalty: 11750.439453
	Iteration 1F: 3 clusters Score -2396353 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -2396902.000000 Penalty: 11750.439453
	Iteration 2F: 3 clusters Score -2396902 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -2397295.500000 Penalty: 11750.439453
	Iteration 3Q: 3 clusters Score -2397296 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -2397621.000000 Penalty: 11750.439453
	Iteration 4Q: 3 clusters Score -2397621 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -2397901.000000 Penalty: 11750.439453
	Iteration 5Q: 3 clusters Score -2397901 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -2398223.500000 Penalty: 11750.439453
	Iteration 6Q: 3 clusters Score -2398224 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -2398534.250000 Penalty: 11750.439453
	Iteration 7Q: 3 clusters Score -2398534 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -2398903.500000 Penalty: 11750.439453
	Iteration 8Q: 3 clusters Score -2398904 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -2399299.250000 Penalty: 11750.439453
	Iteration 9Q: 3 clusters Score -2399299 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -2399735.250000 Penalty: 11750.439453
	Iteration 10Q: 3 clusters Score -2399735 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -2400151.250000 Penalty: 11750.439453
	Iteration 11Q: 3 clusters Score -2400151 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -2400563.750000 Penalty: 11750.439453
	Iteration 12Q: 3 clusters Score -2400564 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -2400933.750000 Penalty: 11750.439453
	Iteration 13Q: 3 clusters Score -2400934 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -2401196.750000 Penalty: 11750.439453
	Iteration 14Q: 3 clusters Score -2401197 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -2401405.500000 Penalty: 11750.439453
	Iteration 15Q: 3 clusters Score -2401406 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -2401545.000000 Penalty: 11750.439453
	Iteration 16Q: 3 clusters Score -2401545 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -2401663.250000 Penalty: 11750.439453
	Iteration 17Q: 3 clusters Score -2401663 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -2401742.250000 Penalty: 11750.439453
	Iteration 18Q: 3 clusters Score -2401742 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -2401821.000000 Penalty: 11750.439453
	Iteration 19Q: 3 clusters Score -2401821 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -2401883.750000 Penalty: 11750.439453
	Iteration 20F: 3 clusters Score -2401884 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -2401935.000000 Penalty: 11750.439453
	Iteration 21Q: 3 clusters Score -2401935 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -2401983.750000 Penalty: 11750.439453
	Iteration 22Q: 3 clusters Score -2401984 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -2402019.750000 Penalty: 11750.439453
	Iteration 23Q: 3 clusters Score -2402020 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -2402053.500000 Penalty: 11750.439453
	Iteration 24Q: 3 clusters Score -2402054 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -2402067.000000 Penalty: 11750.439453
	Iteration 25Q: 3 clusters Score -2402067 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -2402074.750000 Penalty: 11750.439453
	Iteration 26Q: 3 clusters Score -2402075 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -2402083.500000 Penalty: 11750.439453
	Iteration 27Q: 3 clusters Score -2402084 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -2402094.250000 Penalty: 11750.439453
	Iteration 28Q: 3 clusters Score -2402094 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -2402097.250000 Penalty: 11750.439453
	Iteration 29Q: 3 clusters Score -2402097 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -2402097.500000 Penalty: 11750.439453
	Iteration 30Q: 3 clusters Score -2402098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -2402108.000000 Penalty: 11750.439453
	Iteration 31Q: 3 clusters Score -2402108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -2402108.750000 Penalty: 11750.439453
	Iteration 32Q: 3 clusters Score -2402109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -2402114.000000 Penalty: 11750.439453
	Iteration 33Q: 3 clusters Score -2402114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -2402118.500000 Penalty: 11750.439453
	Iteration 34Q: 3 clusters Score -2402118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -2402121.750000 Penalty: 11750.439453
	Iteration 35Q: 3 clusters Score -2402122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -2402122.750000 Penalty: 11750.439453
	Iteration 36Q: 3 clusters Score -2402123 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -2402127.750000 Penalty: 11750.439453
	Iteration 37Q: 3 clusters Score -2402128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -2402130.750000 Penalty: 11750.439453
	Iteration 38Q: 3 clusters Score -2402131 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -2402135.500000 Penalty: 11750.439453
	Iteration 39Q: 3 clusters Score -2402136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -2402141.000000 Penalty: 11750.439453
	Iteration 40F: 3 clusters Score -2402141 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -2402140.750000 Penalty: 11750.439453
	Iteration 41Q: 3 clusters Score -2402141 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -2402140.500000 Penalty: 11750.439453
	Iteration 42Q: 3 clusters Score -2402140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -2402149.750000 Penalty: 11750.439453
	Iteration 43Q: 3 clusters Score -2402150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -2402151.750000 Penalty: 11750.439453
	Iteration 44Q: 3 clusters Score -2402152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -2402153.000000 Penalty: 11750.439453
	Iteration 45Q: 3 clusters Score -2402153 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -2402160.250000 Penalty: 11750.439453
	Iteration 46Q: 3 clusters Score -2402160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -2402161.500000 Penalty: 11750.439453
	Iteration 47Q: 3 clusters Score -2402162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -2402160.500000 Penalty: 11750.439453
	Iteration 48Q: 3 clusters Score -2402160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -2402164.250000 Penalty: 11750.439453
	Iteration 49Q: 3 clusters Score -2402164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -2402169.500000 Penalty: 11750.439453
	Iteration 50Q: 3 clusters Score -2402170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -2402169.250000 Penalty: 11750.439453
	Iteration 51Q: 3 clusters Score -2402169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -2402171.250000 Penalty: 11750.439453
	Iteration 52Q: 3 clusters Score -2402171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -2402165.750000 Penalty: 11750.439453
	Iteration 53Q: 3 clusters Score -2402166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -2402169.750000 Penalty: 11750.439453
	Iteration 54Q: 3 clusters Score -2402170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -2402173.250000 Penalty: 11750.439453
	Iteration 55Q: 3 clusters Score -2402173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -2402172.000000 Penalty: 11750.439453
	Iteration 56Q: 3 clusters Score -2402172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -2402172.250000 Penalty: 11750.439453
	Iteration 57Q: 3 clusters Score -2402172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -2402172.250000 Penalty: 11750.439453
	Iteration 58Q: 3 clusters Score -2402172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -2402172.250000 Penalty: 11750.439453
	Iteration 59Q: 3 clusters Score -2402172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -2402172.250000 Penalty: 11750.439453
	Iteration 60F: 3 clusters Score -2402172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Entering Unmasked Estep 
Score: -250436.531250 Penalty: 4503.762695
	Iteration 0F: 2 clusters Score -250436.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -245849.687500 Penalty: 9007.525391
	Iteration 0F: 3 clusters Score -245849.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -246322.828125 Penalty: 9007.525391
	Iteration 1F: 3 clusters Score -246322.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -246510.750000 Penalty: 9007.525391
	Iteration 2F: 3 clusters Score -246510.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -246644.562500 Penalty: 9007.525391
	Iteration 3Q: 3 clusters Score -246644.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -246701.328125 Penalty: 9007.525391
	Iteration 4Q: 3 clusters Score -246701.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -246749.812500 Penalty: 9007.525391
	Iteration 5Q: 3 clusters Score -246749.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -246780.046875 Penalty: 9007.525391
	Iteration 6Q: 3 clusters Score -246780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -246792.281250 Penalty: 9007.525391
	Iteration 7Q: 3 clusters Score -246792.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -246803.609375 Penalty: 9007.525391
	Iteration 8Q: 3 clusters Score -246803.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -246805.703125 Penalty: 9007.525391
	Iteration 9Q: 3 clusters Score -246805.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -246808.296875 Penalty: 9007.525391
	Iteration 10Q: 3 clusters Score -246808.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -246810.046875 Penalty: 9007.525391
	Iteration 11Q: 3 clusters Score -246810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -246811.875000 Penalty: 9007.525391
	Iteration 12Q: 3 clusters Score -246811.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -246816.468750 Penalty: 9007.525391
	Iteration 13Q: 3 clusters Score -246816.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -246821.781250 Penalty: 9007.525391
	Iteration 14Q: 3 clusters Score -246821.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -246829.031250 Penalty: 9007.525391
	Iteration 15Q: 3 clusters Score -246829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -246842.171875 Penalty: 9007.525391
	Iteration 16Q: 3 clusters Score -246842.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -246859.093750 Penalty: 9007.525391
	Iteration 17Q: 3 clusters Score -246859.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -246870.328125 Penalty: 9007.525391
	Iteration 18Q: 3 clusters Score -246870.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -246892.203125 Penalty: 9007.525391
	Iteration 19Q: 3 clusters Score -246892.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -246912.640625 Penalty: 9007.525391
	Iteration 20F: 3 clusters Score -246912.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -246928.140625 Penalty: 9007.525391
	Iteration 21Q: 3 clusters Score -246928.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -246934.890625 Penalty: 9007.525391
	Iteration 22Q: 3 clusters Score -246934.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -246936.468750 Penalty: 9007.525391
	Iteration 23Q: 3 clusters Score -246936.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -246937.656250 Penalty: 9007.525391
	Iteration 24Q: 3 clusters Score -246937.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -246941.203125 Penalty: 9007.525391
	Iteration 25Q: 3 clusters Score -246941.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -246946.328125 Penalty: 9007.525391
	Iteration 26Q: 3 clusters Score -246946.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -246952.578125 Penalty: 9007.525391
	Iteration 27Q: 3 clusters Score -246952.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -246959.328125 Penalty: 9007.525391
	Iteration 28Q: 3 clusters Score -246959.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -246962.281250 Penalty: 9007.525391
	Iteration 29Q: 3 clusters Score -246962.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -246963.843750 Penalty: 9007.525391
	Iteration 30Q: 3 clusters Score -246963.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -246966.640625 Penalty: 9007.525391
	Iteration 31Q: 3 clusters Score -246966.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -246975.359375 Penalty: 9007.525391
	Iteration 32Q: 3 clusters Score -246975.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -246987.515625 Penalty: 9007.525391
	Iteration 33Q: 3 clusters Score -246987.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -247011.703125 Penalty: 9007.525391
	Iteration 34Q: 3 clusters Score -247011.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -247043.812500 Penalty: 9007.525391
	Iteration 35Q: 3 clusters Score -247043.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -247056.312500 Penalty: 9007.525391
	Iteration 36Q: 3 clusters Score -247056.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -247064.640625 Penalty: 9007.525391
	Iteration 37Q: 3 clusters Score -247064.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -247066.640625 Penalty: 9007.525391
	Iteration 38Q: 3 clusters Score -247066.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -247067.812500 Penalty: 9007.525391
	Iteration 39Q: 3 clusters Score -247067.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -247070.703125 Penalty: 9007.525391
	Iteration 40F: 3 clusters Score -247070.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Entering Unmasked Estep 
Score: -225536.671875 Penalty: 4461.532715
	Iteration 0F: 2 clusters Score -225536.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -221036.421875 Penalty: 8923.065430
	Iteration 0F: 3 clusters Score -221036.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -221511.593750 Penalty: 8923.065430
	Iteration 1F: 3 clusters Score -221511.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -221654.046875 Penalty: 8923.065430
	Iteration 2Q: 3 clusters Score -221654 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -221721.515625 Penalty: 8923.065430
	Iteration 3Q: 3 clusters Score -221721.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -221762.640625 Penalty: 8923.065430
	Iteration 4Q: 3 clusters Score -221762.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -221791.093750 Penalty: 8923.065430
	Iteration 5Q: 3 clusters Score -221791.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -221811.234375 Penalty: 8923.065430
	Iteration 6Q: 3 clusters Score -221811.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -221825.937500 Penalty: 8923.065430
	Iteration 7Q: 3 clusters Score -221825.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -221839.718750 Penalty: 8923.065430
	Iteration 8Q: 3 clusters Score -221839.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -221846.515625 Penalty: 8923.065430
	Iteration 9Q: 3 clusters Score -221846.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -221846.515625 Penalty: 8923.065430
	Iteration 10F: 3 clusters Score -221846.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (522937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522937 members 
Entering Unmasked Estep 
Score: -89752128.000000 Penalty: 8064.919922
	Iteration 0F: 2 clusters Score -8.975213e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260937 members 
Mstep: Class 2 contains 262000 members 
Entering Unmasked Estep 
Score: -89428528.000000 Penalty: 16129.839844
	Iteration 0F: 3 clusters Score -8.942853e+07 nChanged 251869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253638 members 
Mstep: Class 2 contains 269299 members 
Entering Unmasked Estep 
Score: -89575992.000000 Penalty: 16129.839844
	Iteration 1F: 3 clusters Score -8.957599e+07 nChanged 12081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248461 members 
Mstep: Class 2 contains 274476 members 
Entering Unmasked Estep 
Score: -89578488.000000 Penalty: 16129.839844
	Iteration 2Q: 3 clusters Score -8.957849e+07 nChanged 13153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240286 members 
Mstep: Class 2 contains 282651 members 
Entering Unmasked Estep 
Score: -89580952.000000 Penalty: 16129.839844
	Iteration 3Q: 3 clusters Score -8.958095e+07 nChanged 15955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227625 members 
Mstep: Class 2 contains 295312 members 
Entering Unmasked Estep 
Score: -89585336.000000 Penalty: 16129.839844
	Iteration 4Q: 3 clusters Score -8.958534e+07 nChanged 21169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208258 members 
Mstep: Class 2 contains 314679 members 
Entering Unmasked Estep 
Score: -89593768.000000 Penalty: 16129.839844
	Iteration 5Q: 3 clusters Score -8.959377e+07 nChanged 29421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179713 members 
Mstep: Class 2 contains 343224 members 
Entering Unmasked Estep 
Score: -89610120.000000 Penalty: 16129.839844
	Iteration 6F: 3 clusters Score -8.961012e+07 nChanged 39925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140184 members 
Mstep: Class 2 contains 382753 members 
Entering Unmasked Estep 
Score: -89638784.000000 Penalty: 16129.839844
	Iteration 7F: 3 clusters Score -8.963878e+07 nChanged 47969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92371 members 
Mstep: Class 2 contains 430566 members 
Entering Unmasked Estep 
Score: -89682472.000000 Penalty: 16129.839844
	Iteration 8F: 3 clusters Score -8.968247e+07 nChanged 45402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47001 members 
Mstep: Class 2 contains 475936 members 
Entering Unmasked Estep 
Score: -89718024.000000 Penalty: 16129.839844
	Iteration 9F: 3 clusters Score -8.971802e+07 nChanged 29650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 505572 members 
Entering Unmasked Estep 
Score: -89735136.000000 Penalty: 16129.839844
	Iteration 10F: 3 clusters Score -8.973514e+07 nChanged 11888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 517444 members 
Entering Unmasked Estep 
Score: -89741824.000000 Penalty: 16129.839844
	Iteration 11Q: 3 clusters Score -8.974182e+07 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 520913 members 
Entering Unmasked Estep 
Score: -89743648.000000 Penalty: 16129.839844
	Iteration 12Q: 3 clusters Score -8.974365e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 521854 members 
Entering Unmasked Estep 
Score: -89744608.000000 Penalty: 16129.839844
	Iteration 13Q: 3 clusters Score -8.974461e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 522106 members 
Entering Unmasked Estep 
Score: -89744808.000000 Penalty: 16129.839844
	Iteration 14Q: 3 clusters Score -8.974481e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 522214 members 
Entering Unmasked Estep 
Score: -89744872.000000 Penalty: 16129.839844
	Iteration 15Q: 3 clusters Score -8.974487e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 522251 members 
Entering Unmasked Estep 
Score: -89744920.000000 Penalty: 16129.839844
	Iteration 16Q: 3 clusters Score -8.974492e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 522277 members 
Entering Unmasked Estep 
Score: -89744960.000000 Penalty: 16129.839844
	Iteration 17Q: 3 clusters Score -8.974496e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 522290 members 
Entering Unmasked Estep 
Score: -89745016.000000 Penalty: 16129.839844
	Iteration 18Q: 3 clusters Score -8.974502e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 522298 members 
Entering Unmasked Estep 
Score: -89745032.000000 Penalty: 16129.839844
	Iteration 19Q: 3 clusters Score -8.974503e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 522305 members 
Entering Unmasked Estep 
Score: -89745032.000000 Penalty: 16129.839844
	Iteration 20F: 3 clusters Score -8.974503e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 522310 members 
Entering Unmasked Estep 
Score: -89745112.000000 Penalty: 16129.839844
	Iteration 21Q: 3 clusters Score -8.974511e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 522319 members 
Entering Unmasked Estep 
Score: -89745088.000000 Penalty: 16129.839844
	Iteration 22Q: 3 clusters Score -8.974509e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 522324 members 
Entering Unmasked Estep 
Score: -89745160.000000 Penalty: 16129.839844
	Iteration 23Q: 3 clusters Score -8.974516e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 522328 members 
Entering Unmasked Estep 
Score: -89745144.000000 Penalty: 16129.839844
	Iteration 24Q: 3 clusters Score -8.974514e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 522336 members 
Entering Unmasked Estep 
Score: -89745120.000000 Penalty: 16129.839844
	Iteration 25Q: 3 clusters Score -8.974512e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 522338 members 
Entering Unmasked Estep 
Score: -89745144.000000 Penalty: 16129.839844
	Iteration 26Q: 3 clusters Score -8.974514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 522338 members 
Entering Unmasked Estep 
Score: -89745136.000000 Penalty: 16129.839844
	Iteration 27Q: 3 clusters Score -8.974514e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 522337 members 
Entering Unmasked Estep 
Score: -89745112.000000 Penalty: 16129.839844
	Iteration 28Q: 3 clusters Score -8.974511e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 522339 members 
Entering Unmasked Estep 
Score: -89745144.000000 Penalty: 16129.839844
	Iteration 29Q: 3 clusters Score -8.974514e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 522340 members 
Entering Unmasked Estep 
Score: -89745136.000000 Penalty: 16129.839844
	Iteration 30Q: 3 clusters Score -8.974514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 522342 members 
Entering Unmasked Estep 
Score: -89745168.000000 Penalty: 16129.839844
	Iteration 31Q: 3 clusters Score -8.974517e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 522342 members 
Entering Unmasked Estep 
Score: -89745168.000000 Penalty: 16129.839844
	Iteration 32F: 3 clusters Score -8.974517e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (23338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Entering Unmasked Estep 
Score: -4073269.250000 Penalty: 6160.426270
	Iteration 0F: 2 clusters Score -4073269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -4054551.000000 Penalty: 12320.852539
	Iteration 0F: 3 clusters Score -4054551 nChanged 9580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -4059706.500000 Penalty: 12320.852539
	Iteration 1F: 3 clusters Score -4059706 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -4060388.250000 Penalty: 12320.852539
	Iteration 2F: 3 clusters Score -4060388 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -4060829.500000 Penalty: 12320.852539
	Iteration 3Q: 3 clusters Score -4060830 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -4061111.750000 Penalty: 12320.852539
	Iteration 4Q: 3 clusters Score -4061112 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -4061347.000000 Penalty: 12320.852539
	Iteration 5Q: 3 clusters Score -4061347 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -4061533.000000 Penalty: 12320.852539
	Iteration 6Q: 3 clusters Score -4061533 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -4061670.000000 Penalty: 12320.852539
	Iteration 7Q: 3 clusters Score -4061670 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -4061784.750000 Penalty: 12320.852539
	Iteration 8Q: 3 clusters Score -4061785 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -4061897.250000 Penalty: 12320.852539
	Iteration 9Q: 3 clusters Score -4061897 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -4062013.750000 Penalty: 12320.852539
	Iteration 10Q: 3 clusters Score -4062014 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -4062130.000000 Penalty: 12320.852539
	Iteration 11Q: 3 clusters Score -4062130 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -4062252.500000 Penalty: 12320.852539
	Iteration 12Q: 3 clusters Score -4062252 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -4062355.750000 Penalty: 12320.852539
	Iteration 13Q: 3 clusters Score -4062356 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -4062456.500000 Penalty: 12320.852539
	Iteration 14Q: 3 clusters Score -4062456 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -4062608.000000 Penalty: 12320.852539
	Iteration 15Q: 3 clusters Score -4062608 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -4062766.750000 Penalty: 12320.852539
	Iteration 16Q: 3 clusters Score -4062767 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -4062953.000000 Penalty: 12320.852539
	Iteration 17Q: 3 clusters Score -4062953 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -4063203.500000 Penalty: 12320.852539
	Iteration 18Q: 3 clusters Score -4063204 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -4063506.000000 Penalty: 12320.852539
	Iteration 19Q: 3 clusters Score -4063506 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -4063827.000000 Penalty: 12320.852539
	Iteration 20F: 3 clusters Score -4063827 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -4064232.250000 Penalty: 12320.852539
	Iteration 21Q: 3 clusters Score -4064232 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -4064718.500000 Penalty: 12320.852539
	Iteration 22Q: 3 clusters Score -4064718 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -4065271.500000 Penalty: 12320.852539
	Iteration 23Q: 3 clusters Score -4065272 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -4065792.750000 Penalty: 12320.852539
	Iteration 24Q: 3 clusters Score -4065793 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -4066352.250000 Penalty: 12320.852539
	Iteration 25Q: 3 clusters Score -4066352 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -4066805.750000 Penalty: 12320.852539
	Iteration 26Q: 3 clusters Score -4066806 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -4067143.750000 Penalty: 12320.852539
	Iteration 27Q: 3 clusters Score -4067144 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -4067383.500000 Penalty: 12320.852539
	Iteration 28Q: 3 clusters Score -4067384 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -4067557.750000 Penalty: 12320.852539
	Iteration 29Q: 3 clusters Score -4067558 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -4067627.500000 Penalty: 12320.852539
	Iteration 30Q: 3 clusters Score -4067628 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -4067674.250000 Penalty: 12320.852539
	Iteration 31Q: 3 clusters Score -4067674 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -4067696.750000 Penalty: 12320.852539
	Iteration 32Q: 3 clusters Score -4067697 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -4067711.250000 Penalty: 12320.852539
	Iteration 33Q: 3 clusters Score -4067711 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -4067741.750000 Penalty: 12320.852539
	Iteration 34Q: 3 clusters Score -4067742 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -4067742.000000 Penalty: 12320.852539
	Iteration 35Q: 3 clusters Score -4067742 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -4067770.500000 Penalty: 12320.852539
	Iteration 36Q: 3 clusters Score -4067770 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -4067772.750000 Penalty: 12320.852539
	Iteration 37Q: 3 clusters Score -4067773 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -4067785.000000 Penalty: 12320.852539
	Iteration 38Q: 3 clusters Score -4067785 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -4067791.000000 Penalty: 12320.852539
	Iteration 39Q: 3 clusters Score -4067791 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -4067781.750000 Penalty: 12320.852539
	Iteration 40F: 3 clusters Score -4067782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -4067792.500000 Penalty: 12320.852539
	Iteration 41Q: 3 clusters Score -4067792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -4067787.500000 Penalty: 12320.852539
	Iteration 42Q: 3 clusters Score -4067788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -4067789.750000 Penalty: 12320.852539
	Iteration 43Q: 3 clusters Score -4067790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -4067789.000000 Penalty: 12320.852539
	Iteration 44Q: 3 clusters Score -4067789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -4067792.750000 Penalty: 12320.852539
	Iteration 45Q: 3 clusters Score -4067793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -4067800.250000 Penalty: 12320.852539
	Iteration 46Q: 3 clusters Score -4067800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -4067796.000000 Penalty: 12320.852539
	Iteration 47Q: 3 clusters Score -4067796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -4067799.750000 Penalty: 12320.852539
	Iteration 48Q: 3 clusters Score -4067800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -4067798.750000 Penalty: 12320.852539
	Iteration 49Q: 3 clusters Score -4067799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -4067798.000000 Penalty: 12320.852539
	Iteration 50Q: 3 clusters Score -4067798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -4067798.000000 Penalty: 12320.852539
	Iteration 51Q: 3 clusters Score -4067798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -4067798.000000 Penalty: 12320.852539
	Iteration 52F: 3 clusters Score -4067798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (48185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48185 members 
Entering Unmasked Estep 
Score: -8320025.000000 Penalty: 6604.466797
	Iteration 0F: 2 clusters Score -8320025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -8285408.000000 Penalty: 13208.933594
	Iteration 0F: 3 clusters Score -8285408 nChanged 21179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -8296775.500000 Penalty: 13208.933594
	Iteration 1F: 3 clusters Score -8296776 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 25164 members 
Entering Unmasked Estep 
Score: -8297734.000000 Penalty: 13208.933594
	Iteration 2F: 3 clusters Score -8297734 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -8298497.500000 Penalty: 13208.933594
	Iteration 3Q: 3 clusters Score -8298498 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -8299271.500000 Penalty: 13208.933594
	Iteration 4Q: 3 clusters Score -8299272 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 27011 members 
Entering Unmasked Estep 
Score: -8300065.000000 Penalty: 13208.933594
	Iteration 5Q: 3 clusters Score -8300065 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 27956 members 
Entering Unmasked Estep 
Score: -8300898.000000 Penalty: 13208.933594
	Iteration 6Q: 3 clusters Score -8300898 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 29058 members 
Entering Unmasked Estep 
Score: -8301671.000000 Penalty: 13208.933594
	Iteration 7Q: 3 clusters Score -8301671 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 30322 members 
Entering Unmasked Estep 
Score: -8302587.000000 Penalty: 13208.933594
	Iteration 8Q: 3 clusters Score -8302587 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 31811 members 
Entering Unmasked Estep 
Score: -8303547.500000 Penalty: 13208.933594
	Iteration 9Q: 3 clusters Score -8303548 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 33436 members 
Entering Unmasked Estep 
Score: -8304593.500000 Penalty: 13208.933594
	Iteration 10Q: 3 clusters Score -8304594 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 35245 members 
Entering Unmasked Estep 
Score: -8305712.000000 Penalty: 13208.933594
	Iteration 11Q: 3 clusters Score -8305712 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 37120 members 
Entering Unmasked Estep 
Score: -8306958.500000 Penalty: 13208.933594
	Iteration 12Q: 3 clusters Score -8306958 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 39053 members 
Entering Unmasked Estep 
Score: -8308312.000000 Penalty: 13208.933594
	Iteration 13Q: 3 clusters Score -8308312 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 40903 members 
Entering Unmasked Estep 
Score: -8309630.000000 Penalty: 13208.933594
	Iteration 14Q: 3 clusters Score -8309630 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 42539 members 
Entering Unmasked Estep 
Score: -8310782.000000 Penalty: 13208.933594
	Iteration 15Q: 3 clusters Score -8310782 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 43794 members 
Entering Unmasked Estep 
Score: -8311673.500000 Penalty: 13208.933594
	Iteration 16Q: 3 clusters Score -8311674 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 44771 members 
Entering Unmasked Estep 
Score: -8312415.000000 Penalty: 13208.933594
	Iteration 17Q: 3 clusters Score -8312415 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 45459 members 
Entering Unmasked Estep 
Score: -8312892.000000 Penalty: 13208.933594
	Iteration 18Q: 3 clusters Score -8312892 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 45905 members 
Entering Unmasked Estep 
Score: -8313245.000000 Penalty: 13208.933594
	Iteration 19Q: 3 clusters Score -8313245 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 46226 members 
Entering Unmasked Estep 
Score: -8313504.000000 Penalty: 13208.933594
	Iteration 20F: 3 clusters Score -8313504 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 46458 members 
Entering Unmasked Estep 
Score: -8313680.500000 Penalty: 13208.933594
	Iteration 21Q: 3 clusters Score -8313680 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 46621 members 
Entering Unmasked Estep 
Score: -8313819.500000 Penalty: 13208.933594
	Iteration 22Q: 3 clusters Score -8313820 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 46727 members 
Entering Unmasked Estep 
Score: -8313888.000000 Penalty: 13208.933594
	Iteration 23Q: 3 clusters Score -8313888 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 46808 members 
Entering Unmasked Estep 
Score: -8313940.000000 Penalty: 13208.933594
	Iteration 24Q: 3 clusters Score -8313940 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 46870 members 
Entering Unmasked Estep 
Score: -8314008.000000 Penalty: 13208.933594
	Iteration 25Q: 3 clusters Score -8314008 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 46924 members 
Entering Unmasked Estep 
Score: -8314040.500000 Penalty: 13208.933594
	Iteration 26Q: 3 clusters Score -8314040 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 46969 members 
Entering Unmasked Estep 
Score: -8314082.000000 Penalty: 13208.933594
	Iteration 27Q: 3 clusters Score -8314082 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 47000 members 
Entering Unmasked Estep 
Score: -8314127.000000 Penalty: 13208.933594
	Iteration 28Q: 3 clusters Score -8314127 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 47025 members 
Entering Unmasked Estep 
Score: -8314150.000000 Penalty: 13208.933594
	Iteration 29Q: 3 clusters Score -8314150 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 47039 members 
Entering Unmasked Estep 
Score: -8314164.000000 Penalty: 13208.933594
	Iteration 30Q: 3 clusters Score -8314164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 47055 members 
Entering Unmasked Estep 
Score: -8314182.500000 Penalty: 13208.933594
	Iteration 31Q: 3 clusters Score -8314182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 47068 members 
Entering Unmasked Estep 
Score: -8314188.500000 Penalty: 13208.933594
	Iteration 32Q: 3 clusters Score -8314188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 47078 members 
Entering Unmasked Estep 
Score: -8314212.500000 Penalty: 13208.933594
	Iteration 33Q: 3 clusters Score -8314212 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 47085 members 
Entering Unmasked Estep 
Score: -8314224.500000 Penalty: 13208.933594
	Iteration 34Q: 3 clusters Score -8314224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 47091 members 
Entering Unmasked Estep 
Score: -8314227.500000 Penalty: 13208.933594
	Iteration 35Q: 3 clusters Score -8314228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 47098 members 
Entering Unmasked Estep 
Score: -8314229.500000 Penalty: 13208.933594
	Iteration 36Q: 3 clusters Score -8314230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 47108 members 
Entering Unmasked Estep 
Score: -8314260.500000 Penalty: 13208.933594
	Iteration 37Q: 3 clusters Score -8314260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 47116 members 
Entering Unmasked Estep 
Score: -8314279.000000 Penalty: 13208.933594
	Iteration 38Q: 3 clusters Score -8314279 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 47126 members 
Entering Unmasked Estep 
Score: -8314281.000000 Penalty: 13208.933594
	Iteration 39Q: 3 clusters Score -8314281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 47136 members 
Entering Unmasked Estep 
Score: -8314299.000000 Penalty: 13208.933594
	Iteration 40F: 3 clusters Score -8314299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 47139 members 
Entering Unmasked Estep 
Score: -8314300.500000 Penalty: 13208.933594
	Iteration 41Q: 3 clusters Score -8314300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 47139 members 
Entering Unmasked Estep 
Score: -8314303.000000 Penalty: 13208.933594
	Iteration 42Q: 3 clusters Score -8314303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 47139 members 
Entering Unmasked Estep 
Score: -8314303.000000 Penalty: 13208.933594
	Iteration 43F: 3 clusters Score -8314303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (309064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309064 members 
Entering Unmasked Estep 
Score: -53191940.000000 Penalty: 7742.798828
	Iteration 0F: 2 clusters Score -5.319194e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154563 members 
Mstep: Class 2 contains 154501 members 
Entering Unmasked Estep 
Score: -52989664.000000 Penalty: 15485.597656
	Iteration 0F: 3 clusters Score -5.298966e+07 nChanged 147185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153890 members 
Mstep: Class 2 contains 155174 members 
Entering Unmasked Estep 
Score: -53075584.000000 Penalty: 15485.597656
	Iteration 1F: 3 clusters Score -5.307558e+07 nChanged 10458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153206 members 
Mstep: Class 2 contains 155858 members 
Entering Unmasked Estep 
Score: -53078576.000000 Penalty: 15485.597656
	Iteration 2Q: 3 clusters Score -5.307858e+07 nChanged 11415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152293 members 
Mstep: Class 2 contains 156771 members 
Entering Unmasked Estep 
Score: -53082260.000000 Penalty: 15485.597656
	Iteration 3Q: 3 clusters Score -5.308226e+07 nChanged 12740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151073 members 
Mstep: Class 2 contains 157991 members 
Entering Unmasked Estep 
Score: -53088000.000000 Penalty: 15485.597656
	Iteration 4Q: 3 clusters Score -5.3088e+07 nChanged 14926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149273 members 
Mstep: Class 2 contains 159791 members 
Entering Unmasked Estep 
Score: -53094760.000000 Penalty: 15485.597656
	Iteration 5Q: 3 clusters Score -5.309476e+07 nChanged 17068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146889 members 
Mstep: Class 2 contains 162175 members 
Entering Unmasked Estep 
Score: -53103664.000000 Penalty: 15485.597656
	Iteration 6F: 3 clusters Score -5.310366e+07 nChanged 18400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143853 members 
Mstep: Class 2 contains 165211 members 
Entering Unmasked Estep 
Score: -53114176.000000 Penalty: 15485.597656
	Iteration 7F: 3 clusters Score -5.311418e+07 nChanged 18615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140310 members 
Mstep: Class 2 contains 168754 members 
Entering Unmasked Estep 
Score: -53125152.000000 Penalty: 15485.597656
	Iteration 8F: 3 clusters Score -5.312515e+07 nChanged 17630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136702 members 
Mstep: Class 2 contains 172362 members 
Entering Unmasked Estep 
Score: -53134960.000000 Penalty: 15485.597656
	Iteration 9F: 3 clusters Score -5.313496e+07 nChanged 15690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133278 members 
Mstep: Class 2 contains 175786 members 
Entering Unmasked Estep 
Score: -53143788.000000 Penalty: 15485.597656
	Iteration 10F: 3 clusters Score -5.314379e+07 nChanged 12885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130533 members 
Mstep: Class 2 contains 178531 members 
Entering Unmasked Estep 
Score: -53149588.000000 Penalty: 15485.597656
	Iteration 11Q: 3 clusters Score -5.314959e+07 nChanged 9632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128101 members 
Mstep: Class 2 contains 180963 members 
Entering Unmasked Estep 
Score: -53152856.000000 Penalty: 15485.597656
	Iteration 12Q: 3 clusters Score -5.315286e+07 nChanged 6920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125609 members 
Mstep: Class 2 contains 183455 members 
Entering Unmasked Estep 
Score: -53154624.000000 Penalty: 15485.597656
	Iteration 13Q: 3 clusters Score -5.315462e+07 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123026 members 
Mstep: Class 2 contains 186038 members 
Entering Unmasked Estep 
Score: -53155472.000000 Penalty: 15485.597656
	Iteration 14Q: 3 clusters Score -5.315547e+07 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120257 members 
Mstep: Class 2 contains 188807 members 
Entering Unmasked Estep 
Score: -53156088.000000 Penalty: 15485.597656
	Iteration 15Q: 3 clusters Score -5.315609e+07 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117312 members 
Mstep: Class 2 contains 191752 members 
Entering Unmasked Estep 
Score: -53157092.000000 Penalty: 15485.597656
	Iteration 16Q: 3 clusters Score -5.315709e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114149 members 
Mstep: Class 2 contains 194915 members 
Entering Unmasked Estep 
Score: -53157744.000000 Penalty: 15485.597656
	Iteration 17Q: 3 clusters Score -5.315774e+07 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110727 members 
Mstep: Class 2 contains 198337 members 
Entering Unmasked Estep 
Score: -53158556.000000 Penalty: 15485.597656
	Iteration 18Q: 3 clusters Score -5.315856e+07 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107206 members 
Mstep: Class 2 contains 201858 members 
Entering Unmasked Estep 
Score: -53159596.000000 Penalty: 15485.597656
	Iteration 19Q: 3 clusters Score -5.31596e+07 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103572 members 
Mstep: Class 2 contains 205492 members 
Entering Unmasked Estep 
Score: -53160484.000000 Penalty: 15485.597656
	Iteration 20F: 3 clusters Score -5.316048e+07 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99752 members 
Mstep: Class 2 contains 209312 members 
Entering Unmasked Estep 
Score: -53161344.000000 Penalty: 15485.597656
	Iteration 21Q: 3 clusters Score -5.316134e+07 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95636 members 
Mstep: Class 2 contains 213428 members 
Entering Unmasked Estep 
Score: -53162708.000000 Penalty: 15485.597656
	Iteration 22Q: 3 clusters Score -5.316271e+07 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91452 members 
Mstep: Class 2 contains 217612 members 
Entering Unmasked Estep 
Score: -53163984.000000 Penalty: 15485.597656
	Iteration 23Q: 3 clusters Score -5.316398e+07 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87148 members 
Mstep: Class 2 contains 221916 members 
Entering Unmasked Estep 
Score: -53165476.000000 Penalty: 15485.597656
	Iteration 24Q: 3 clusters Score -5.316548e+07 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82721 members 
Mstep: Class 2 contains 226343 members 
Entering Unmasked Estep 
Score: -53167092.000000 Penalty: 15485.597656
	Iteration 25Q: 3 clusters Score -5.316709e+07 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78302 members 
Mstep: Class 2 contains 230762 members 
Entering Unmasked Estep 
Score: -53168584.000000 Penalty: 15485.597656
	Iteration 26Q: 3 clusters Score -5.316858e+07 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73907 members 
Mstep: Class 2 contains 235157 members 
Entering Unmasked Estep 
Score: -53169748.000000 Penalty: 15485.597656
	Iteration 27Q: 3 clusters Score -5.316975e+07 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69627 members 
Mstep: Class 2 contains 239437 members 
Entering Unmasked Estep 
Score: -53170880.000000 Penalty: 15485.597656
	Iteration 28Q: 3 clusters Score -5.317088e+07 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65533 members 
Mstep: Class 2 contains 243531 members 
Entering Unmasked Estep 
Score: -53172132.000000 Penalty: 15485.597656
	Iteration 29Q: 3 clusters Score -5.317213e+07 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61680 members 
Mstep: Class 2 contains 247384 members 
Entering Unmasked Estep 
Score: -53173360.000000 Penalty: 15485.597656
	Iteration 30Q: 3 clusters Score -5.317336e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58072 members 
Mstep: Class 2 contains 250992 members 
Entering Unmasked Estep 
Score: -53174400.000000 Penalty: 15485.597656
	Iteration 31Q: 3 clusters Score -5.31744e+07 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54726 members 
Mstep: Class 2 contains 254338 members 
Entering Unmasked Estep 
Score: -53175368.000000 Penalty: 15485.597656
	Iteration 32Q: 3 clusters Score -5.317537e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51654 members 
Mstep: Class 2 contains 257410 members 
Entering Unmasked Estep 
Score: -53176068.000000 Penalty: 15485.597656
	Iteration 33Q: 3 clusters Score -5.317607e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48823 members 
Mstep: Class 2 contains 260241 members 
Entering Unmasked Estep 
Score: -53176828.000000 Penalty: 15485.597656
	Iteration 34Q: 3 clusters Score -5.317683e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46219 members 
Mstep: Class 2 contains 262845 members 
Entering Unmasked Estep 
Score: -53177356.000000 Penalty: 15485.597656
	Iteration 35Q: 3 clusters Score -5.317736e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43880 members 
Mstep: Class 2 contains 265184 members 
Entering Unmasked Estep 
Score: -53178020.000000 Penalty: 15485.597656
	Iteration 36Q: 3 clusters Score -5.317802e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41766 members 
Mstep: Class 2 contains 267298 members 
Entering Unmasked Estep 
Score: -53178504.000000 Penalty: 15485.597656
	Iteration 37Q: 3 clusters Score -5.31785e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39726 members 
Mstep: Class 2 contains 269338 members 
Entering Unmasked Estep 
Score: -53178852.000000 Penalty: 15485.597656
	Iteration 38Q: 3 clusters Score -5.317885e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37865 members 
Mstep: Class 2 contains 271199 members 
Entering Unmasked Estep 
Score: -53179444.000000 Penalty: 15485.597656
	Iteration 39Q: 3 clusters Score -5.317944e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36098 members 
Mstep: Class 2 contains 272966 members 
Entering Unmasked Estep 
Score: -53180112.000000 Penalty: 15485.597656
	Iteration 40F: 3 clusters Score -5.318011e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34298 members 
Mstep: Class 2 contains 274766 members 
Entering Unmasked Estep 
Score: -53180548.000000 Penalty: 15485.597656
	Iteration 41Q: 3 clusters Score -5.318055e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32549 members 
Mstep: Class 2 contains 276515 members 
Entering Unmasked Estep 
Score: -53180920.000000 Penalty: 15485.597656
	Iteration 42Q: 3 clusters Score -5.318092e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30916 members 
Mstep: Class 2 contains 278148 members 
Entering Unmasked Estep 
Score: -53181176.000000 Penalty: 15485.597656
	Iteration 43Q: 3 clusters Score -5.318118e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 279781 members 
Entering Unmasked Estep 
Score: -53181544.000000 Penalty: 15485.597656
	Iteration 44Q: 3 clusters Score -5.318154e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27782 members 
Mstep: Class 2 contains 281282 members 
Entering Unmasked Estep 
Score: -53182068.000000 Penalty: 15485.597656
	Iteration 45Q: 3 clusters Score -5.318207e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26282 members 
Mstep: Class 2 contains 282782 members 
Entering Unmasked Estep 
Score: -53182420.000000 Penalty: 15485.597656
	Iteration 46Q: 3 clusters Score -5.318242e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 284206 members 
Entering Unmasked Estep 
Score: -53182824.000000 Penalty: 15485.597656
	Iteration 47Q: 3 clusters Score -5.318282e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 285600 members 
Entering Unmasked Estep 
Score: -53183452.000000 Penalty: 15485.597656
	Iteration 48Q: 3 clusters Score -5.318345e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 286950 members 
Entering Unmasked Estep 
Score: -53184060.000000 Penalty: 15485.597656
	Iteration 49Q: 3 clusters Score -5.318406e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 288210 members 
Entering Unmasked Estep 
Score: -53184528.000000 Penalty: 15485.597656
	Iteration 50Q: 3 clusters Score -5.318453e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 289412 members 
Entering Unmasked Estep 
Score: -53185240.000000 Penalty: 15485.597656
	Iteration 51Q: 3 clusters Score -5.318524e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 290483 members 
Entering Unmasked Estep 
Score: -53186076.000000 Penalty: 15485.597656
	Iteration 52Q: 3 clusters Score -5.318608e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 291478 members 
Entering Unmasked Estep 
Score: -53186712.000000 Penalty: 15485.597656
	Iteration 53Q: 3 clusters Score -5.318671e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 292271 members 
Entering Unmasked Estep 
Score: -53187208.000000 Penalty: 15485.597656
	Iteration 54Q: 3 clusters Score -5.318721e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 292958 members 
Entering Unmasked Estep 
Score: -53187696.000000 Penalty: 15485.597656
	Iteration 55Q: 3 clusters Score -5.31877e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 293498 members 
Entering Unmasked Estep 
Score: -53187896.000000 Penalty: 15485.597656
	Iteration 56Q: 3 clusters Score -5.31879e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 293887 members 
Entering Unmasked Estep 
Score: -53188096.000000 Penalty: 15485.597656
	Iteration 57Q: 3 clusters Score -5.31881e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 294184 members 
Entering Unmasked Estep 
Score: -53188168.000000 Penalty: 15485.597656
	Iteration 58Q: 3 clusters Score -5.318817e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 294459 members 
Entering Unmasked Estep 
Score: -53188204.000000 Penalty: 15485.597656
	Iteration 59Q: 3 clusters Score -5.31882e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 294662 members 
Entering Unmasked Estep 
Score: -53188328.000000 Penalty: 15485.597656
	Iteration 60F: 3 clusters Score -5.318833e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 294848 members 
Entering Unmasked Estep 
Score: -53188412.000000 Penalty: 15485.597656
	Iteration 61Q: 3 clusters Score -5.318841e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 294980 members 
Entering Unmasked Estep 
Score: -53188440.000000 Penalty: 15485.597656
	Iteration 62Q: 3 clusters Score -5.318844e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 295084 members 
Entering Unmasked Estep 
Score: -53188448.000000 Penalty: 15485.597656
	Iteration 63Q: 3 clusters Score -5.318845e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 295171 members 
Entering Unmasked Estep 
Score: -53188488.000000 Penalty: 15485.597656
	Iteration 64Q: 3 clusters Score -5.318849e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 295235 members 
Entering Unmasked Estep 
Score: -53188404.000000 Penalty: 15485.597656
	Iteration 65Q: 3 clusters Score -5.31884e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 295301 members 
Entering Unmasked Estep 
Score: -53188400.000000 Penalty: 15485.597656
	Iteration 66Q: 3 clusters Score -5.31884e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 295358 members 
Entering Unmasked Estep 
Score: -53188468.000000 Penalty: 15485.597656
	Iteration 67Q: 3 clusters Score -5.318847e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 295425 members 
Entering Unmasked Estep 
Score: -53188508.000000 Penalty: 15485.597656
	Iteration 68Q: 3 clusters Score -5.318851e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 295477 members 
Entering Unmasked Estep 
Score: -53188524.000000 Penalty: 15485.597656
	Iteration 69Q: 3 clusters Score -5.318852e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 295542 members 
Entering Unmasked Estep 
Score: -53188540.000000 Penalty: 15485.597656
	Iteration 70Q: 3 clusters Score -5.318854e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 295590 members 
Entering Unmasked Estep 
Score: -53188476.000000 Penalty: 15485.597656
	Iteration 71Q: 3 clusters Score -5.318848e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 295649 members 
Entering Unmasked Estep 
Score: -53188472.000000 Penalty: 15485.597656
	Iteration 72Q: 3 clusters Score -5.318847e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 295694 members 
Entering Unmasked Estep 
Score: -53188484.000000 Penalty: 15485.597656
	Iteration 73Q: 3 clusters Score -5.318848e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 295720 members 
Entering Unmasked Estep 
Score: -53188500.000000 Penalty: 15485.597656
	Iteration 74Q: 3 clusters Score -5.31885e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 295749 members 
Entering Unmasked Estep 
Score: -53188468.000000 Penalty: 15485.597656
	Iteration 75Q: 3 clusters Score -5.318847e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 295780 members 
Entering Unmasked Estep 
Score: -53188500.000000 Penalty: 15485.597656
	Iteration 76Q: 3 clusters Score -5.31885e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 295808 members 
Entering Unmasked Estep 
Score: -53188520.000000 Penalty: 15485.597656
	Iteration 77Q: 3 clusters Score -5.318852e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 295835 members 
Entering Unmasked Estep 
Score: -53188520.000000 Penalty: 15485.597656
	Iteration 78Q: 3 clusters Score -5.318852e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 295857 members 
Entering Unmasked Estep 
Score: -53188556.000000 Penalty: 15485.597656
	Iteration 79Q: 3 clusters Score -5.318856e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 295876 members 
Entering Unmasked Estep 
Score: -53188544.000000 Penalty: 15485.597656
	Iteration 80F: 3 clusters Score -5.318854e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 295896 members 
Entering Unmasked Estep 
Score: -53188496.000000 Penalty: 15485.597656
	Iteration 81Q: 3 clusters Score -5.31885e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 295922 members 
Entering Unmasked Estep 
Score: -53188532.000000 Penalty: 15485.597656
	Iteration 82Q: 3 clusters Score -5.318853e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 295945 members 
Entering Unmasked Estep 
Score: -53188524.000000 Penalty: 15485.597656
	Iteration 83Q: 3 clusters Score -5.318852e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 295976 members 
Entering Unmasked Estep 
Score: -53188540.000000 Penalty: 15485.597656
	Iteration 84Q: 3 clusters Score -5.318854e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 295999 members 
Entering Unmasked Estep 
Score: -53188524.000000 Penalty: 15485.597656
	Iteration 85Q: 3 clusters Score -5.318852e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 296016 members 
Entering Unmasked Estep 
Score: -53188500.000000 Penalty: 15485.597656
	Iteration 86Q: 3 clusters Score -5.31885e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 296026 members 
Entering Unmasked Estep 
Score: -53188524.000000 Penalty: 15485.597656
	Iteration 87Q: 3 clusters Score -5.318852e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 296039 members 
Entering Unmasked Estep 
Score: -53188552.000000 Penalty: 15485.597656
	Iteration 88Q: 3 clusters Score -5.318855e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 296051 members 
Entering Unmasked Estep 
Score: -53188524.000000 Penalty: 15485.597656
	Iteration 89Q: 3 clusters Score -5.318852e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 296069 members 
Entering Unmasked Estep 
Score: -53188532.000000 Penalty: 15485.597656
	Iteration 90Q: 3 clusters Score -5.318853e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 296091 members 
Entering Unmasked Estep 
Score: -53188536.000000 Penalty: 15485.597656
	Iteration 91Q: 3 clusters Score -5.318854e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 296109 members 
Entering Unmasked Estep 
Score: -53188568.000000 Penalty: 15485.597656
	Iteration 92Q: 3 clusters Score -5.318857e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 296125 members 
Entering Unmasked Estep 
Score: -53188544.000000 Penalty: 15485.597656
	Iteration 93Q: 3 clusters Score -5.318854e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 296135 members 
Entering Unmasked Estep 
Score: -53188548.000000 Penalty: 15485.597656
	Iteration 94Q: 3 clusters Score -5.318855e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 296152 members 
Entering Unmasked Estep 
Score: -53188536.000000 Penalty: 15485.597656
	Iteration 95Q: 3 clusters Score -5.318854e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 296167 members 
Entering Unmasked Estep 
Score: -53188540.000000 Penalty: 15485.597656
	Iteration 96Q: 3 clusters Score -5.318854e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 296181 members 
Entering Unmasked Estep 
Score: -53188548.000000 Penalty: 15485.597656
	Iteration 97Q: 3 clusters Score -5.318855e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 296195 members 
Entering Unmasked Estep 
Score: -53188560.000000 Penalty: 15485.597656
	Iteration 98Q: 3 clusters Score -5.318856e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 296206 members 
Entering Unmasked Estep 
Score: -53188532.000000 Penalty: 15485.597656
	Iteration 99Q: 3 clusters Score -5.318853e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 296220 members 
Entering Unmasked Estep 
Score: -53188556.000000 Penalty: 15485.597656
	Iteration 100F: 3 clusters Score -5.318856e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 296232 members 
Entering Unmasked Estep 
Score: -53188560.000000 Penalty: 15485.597656
	Iteration 101Q: 3 clusters Score -5.318856e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 296244 members 
Entering Unmasked Estep 
Score: -53188596.000000 Penalty: 15485.597656
	Iteration 102Q: 3 clusters Score -5.31886e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 296253 members 
Entering Unmasked Estep 
Score: -53188548.000000 Penalty: 15485.597656
	Iteration 103Q: 3 clusters Score -5.318855e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 296267 members 
Entering Unmasked Estep 
Score: -53188592.000000 Penalty: 15485.597656
	Iteration 104Q: 3 clusters Score -5.318859e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 296273 members 
Entering Unmasked Estep 
Score: -53188608.000000 Penalty: 15485.597656
	Iteration 105Q: 3 clusters Score -5.318861e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 296283 members 
Entering Unmasked Estep 
Score: -53188600.000000 Penalty: 15485.597656
	Iteration 106Q: 3 clusters Score -5.31886e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 296289 members 
Entering Unmasked Estep 
Score: -53188576.000000 Penalty: 15485.597656
	Iteration 107Q: 3 clusters Score -5.318858e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 296299 members 
Entering Unmasked Estep 
Score: -53188608.000000 Penalty: 15485.597656
	Iteration 108Q: 3 clusters Score -5.318861e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 296307 members 
Entering Unmasked Estep 
Score: -53188620.000000 Penalty: 15485.597656
	Iteration 109Q: 3 clusters Score -5.318862e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 296311 members 
Entering Unmasked Estep 
Score: -53188620.000000 Penalty: 15485.597656
	Iteration 110Q: 3 clusters Score -5.318862e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 296316 members 
Entering Unmasked Estep 
Score: -53188612.000000 Penalty: 15485.597656
	Iteration 111Q: 3 clusters Score -5.318861e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 296318 members 
Entering Unmasked Estep 
Score: -53188608.000000 Penalty: 15485.597656
	Iteration 112Q: 3 clusters Score -5.318861e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 296322 members 
Entering Unmasked Estep 
Score: -53188604.000000 Penalty: 15485.597656
	Iteration 113Q: 3 clusters Score -5.31886e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 296323 members 
Entering Unmasked Estep 
Score: -53188640.000000 Penalty: 15485.597656
	Iteration 114Q: 3 clusters Score -5.318864e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 296324 members 
Entering Unmasked Estep 
Score: -53188624.000000 Penalty: 15485.597656
	Iteration 115Q: 3 clusters Score -5.318862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 296325 members 
Entering Unmasked Estep 
Score: -53188628.000000 Penalty: 15485.597656
	Iteration 116Q: 3 clusters Score -5.318863e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 296326 members 
Entering Unmasked Estep 
Score: -53188644.000000 Penalty: 15485.597656
	Iteration 117Q: 3 clusters Score -5.318864e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 296328 members 
Entering Unmasked Estep 
Score: -53188620.000000 Penalty: 15485.597656
	Iteration 118Q: 3 clusters Score -5.318862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 296331 members 
Entering Unmasked Estep 
Score: -53188652.000000 Penalty: 15485.597656
	Iteration 119Q: 3 clusters Score -5.318865e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 296331 members 
Entering Unmasked Estep 
Score: -53188648.000000 Penalty: 15485.597656
	Iteration 120F: 3 clusters Score -5.318865e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 296331 members 
Entering Unmasked Estep 
Score: -53188628.000000 Penalty: 15485.597656
	Iteration 121Q: 3 clusters Score -5.318863e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 296332 members 
Entering Unmasked Estep 
Score: -53188648.000000 Penalty: 15485.597656
	Iteration 122Q: 3 clusters Score -5.318865e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 296332 members 
Entering Unmasked Estep 
Score: -53188648.000000 Penalty: 15485.597656
	Iteration 123F: 3 clusters Score -5.318865e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (28249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28249 members 
Entering Unmasked Estep 
Score: -4816850.000000 Penalty: 6277.398438
	Iteration 0F: 2 clusters Score -4816850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -4795196.000000 Penalty: 12554.796875
	Iteration 0F: 3 clusters Score -4795196 nChanged 11800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -4801379.500000 Penalty: 12554.796875
	Iteration 1F: 3 clusters Score -4801380 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -4802082.500000 Penalty: 12554.796875
	Iteration 2F: 3 clusters Score -4802082 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -4802554.500000 Penalty: 12554.796875
	Iteration 3Q: 3 clusters Score -4802554 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -4802940.000000 Penalty: 12554.796875
	Iteration 4Q: 3 clusters Score -4802940 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -4803252.000000 Penalty: 12554.796875
	Iteration 5Q: 3 clusters Score -4803252 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -4803584.000000 Penalty: 12554.796875
	Iteration 6Q: 3 clusters Score -4803584 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -4803900.500000 Penalty: 12554.796875
	Iteration 7Q: 3 clusters Score -4803900 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -4804282.000000 Penalty: 12554.796875
	Iteration 8Q: 3 clusters Score -4804282 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -4804731.500000 Penalty: 12554.796875
	Iteration 9Q: 3 clusters Score -4804732 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -4805258.000000 Penalty: 12554.796875
	Iteration 10Q: 3 clusters Score -4805258 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -4805961.500000 Penalty: 12554.796875
	Iteration 11Q: 3 clusters Score -4805962 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -4806794.500000 Penalty: 12554.796875
	Iteration 12Q: 3 clusters Score -4806794 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -4807729.500000 Penalty: 12554.796875
	Iteration 13Q: 3 clusters Score -4807730 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -4808651.500000 Penalty: 12554.796875
	Iteration 14Q: 3 clusters Score -4808652 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -4809457.500000 Penalty: 12554.796875
	Iteration 15Q: 3 clusters Score -4809458 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -4810077.000000 Penalty: 12554.796875
	Iteration 16Q: 3 clusters Score -4810077 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 26679 members 
Entering Unmasked Estep 
Score: -4810475.500000 Penalty: 12554.796875
	Iteration 17Q: 3 clusters Score -4810476 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 27000 members 
Entering Unmasked Estep 
Score: -4810766.500000 Penalty: 12554.796875
	Iteration 18Q: 3 clusters Score -4810766 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 27196 members 
Entering Unmasked Estep 
Score: -4810982.500000 Penalty: 12554.796875
	Iteration 19Q: 3 clusters Score -4810982 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 27327 members 
Entering Unmasked Estep 
Score: -4811133.000000 Penalty: 12554.796875
	Iteration 20F: 3 clusters Score -4811133 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -4811221.000000 Penalty: 12554.796875
	Iteration 21Q: 3 clusters Score -4811221 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -4811280.500000 Penalty: 12554.796875
	Iteration 22Q: 3 clusters Score -4811280 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 27492 members 
Entering Unmasked Estep 
Score: -4811310.000000 Penalty: 12554.796875
	Iteration 23Q: 3 clusters Score -4811310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -4811322.500000 Penalty: 12554.796875
	Iteration 24Q: 3 clusters Score -4811322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -4811331.000000 Penalty: 12554.796875
	Iteration 25Q: 3 clusters Score -4811331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -4811342.000000 Penalty: 12554.796875
	Iteration 26Q: 3 clusters Score -4811342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 27528 members 
Entering Unmasked Estep 
Score: -4811353.000000 Penalty: 12554.796875
	Iteration 27Q: 3 clusters Score -4811353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 27534 members 
Entering Unmasked Estep 
Score: -4811362.500000 Penalty: 12554.796875
	Iteration 28Q: 3 clusters Score -4811362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -4811371.500000 Penalty: 12554.796875
	Iteration 29Q: 3 clusters Score -4811372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 27545 members 
Entering Unmasked Estep 
Score: -4811374.000000 Penalty: 12554.796875
	Iteration 30Q: 3 clusters Score -4811374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 27548 members 
Entering Unmasked Estep 
Score: -4811385.000000 Penalty: 12554.796875
	Iteration 31Q: 3 clusters Score -4811385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 27550 members 
Entering Unmasked Estep 
Score: -4811385.000000 Penalty: 12554.796875
	Iteration 32Q: 3 clusters Score -4811385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 27550 members 
Entering Unmasked Estep 
Score: -4811385.000000 Penalty: 12554.796875
	Iteration 33F: 3 clusters Score -4811385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Entering Unmasked Estep 
Score: -201025.296875 Penalty: 4403.827637
	Iteration 0F: 2 clusters Score -201025.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -196669.437500 Penalty: 8807.655273
	Iteration 0F: 3 clusters Score -196669.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -197209.125000 Penalty: 8807.655273
	Iteration 1F: 3 clusters Score -197209.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -197350.500000 Penalty: 8807.655273
	Iteration 2Q: 3 clusters Score -197350.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -197418.140625 Penalty: 8807.655273
	Iteration 3Q: 3 clusters Score -197418.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -197480.531250 Penalty: 8807.655273
	Iteration 4Q: 3 clusters Score -197480.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -197528.203125 Penalty: 8807.655273
	Iteration 5Q: 3 clusters Score -197528.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -197571.640625 Penalty: 8807.655273
	Iteration 6Q: 3 clusters Score -197571.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -197615.468750 Penalty: 8807.655273
	Iteration 7Q: 3 clusters Score -197615.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -197687.828125 Penalty: 8807.655273
	Iteration 8Q: 3 clusters Score -197687.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -197761.250000 Penalty: 8807.655273
	Iteration 9Q: 3 clusters Score -197761.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -197839.468750 Penalty: 8807.655273
	Iteration 10Q: 3 clusters Score -197839.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -197902.859375 Penalty: 8807.655273
	Iteration 11Q: 3 clusters Score -197902.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -197933.312500 Penalty: 8807.655273
	Iteration 12Q: 3 clusters Score -197933.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -197981.625000 Penalty: 8807.655273
	Iteration 13Q: 3 clusters Score -197981.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -198010.828125 Penalty: 8807.655273
	Iteration 14Q: 3 clusters Score -198010.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -198025.671875 Penalty: 8807.655273
	Iteration 15Q: 3 clusters Score -198025.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -198030.218750 Penalty: 8807.655273
	Iteration 16Q: 3 clusters Score -198030.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -198035.812500 Penalty: 8807.655273
	Iteration 17Q: 3 clusters Score -198035.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -198037.609375 Penalty: 8807.655273
	Iteration 18Q: 3 clusters Score -198037.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -198037.609375 Penalty: 8807.655273
	Iteration 19F: 3 clusters Score -198037.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Entering Unmasked Estep 
Score: -115235.406250 Penalty: 4086.620117
	Iteration 0F: 2 clusters Score -115235.4 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 391 members 
Entering Unmasked Estep 
Score: -111504.914062 Penalty: 8173.240234
	Iteration 0F: 3 clusters Score -111504.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -111876.312500 Penalty: 8173.240234
	Iteration 1F: 3 clusters Score -111876.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -112062.335938 Penalty: 8173.240234
	Iteration 2Q: 3 clusters Score -112062.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -112208.695312 Penalty: 8173.240234
	Iteration 3Q: 3 clusters Score -112208.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -112267.054688 Penalty: 8173.240234
	Iteration 4Q: 3 clusters Score -112267.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -112407.906250 Penalty: 8173.240234
	Iteration 5Q: 3 clusters Score -112407.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -112695.101562 Penalty: 8173.240234
	Iteration 6Q: 3 clusters Score -112695.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -112917.273438 Penalty: 8173.240234
	Iteration 7Q: 3 clusters Score -112917.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -113174.078125 Penalty: 8173.240234
	Iteration 8F: 3 clusters Score -113174.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -113418.718750 Penalty: 8173.240234
	Iteration 9Q: 3 clusters Score -113418.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -113562.328125 Penalty: 8173.240234
	Iteration 10Q: 3 clusters Score -113562.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -113663.765625 Penalty: 8173.240234
	Iteration 11Q: 3 clusters Score -113663.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -113786.164062 Penalty: 8173.240234
	Iteration 12Q: 3 clusters Score -113786.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -113955.835938 Penalty: 8173.240234
	Iteration 13Q: 3 clusters Score -113955.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -114102.625000 Penalty: 8173.240234
	Iteration 14Q: 3 clusters Score -114102.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -114257.617188 Penalty: 8173.240234
	Iteration 15Q: 3 clusters Score -114257.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -114457.992188 Penalty: 8173.240234
	Iteration 16Q: 3 clusters Score -114458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -114529.843750 Penalty: 8173.240234
	Iteration 17Q: 3 clusters Score -114529.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -114612.429688 Penalty: 8173.240234
	Iteration 18Q: 3 clusters Score -114612.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -114657.835938 Penalty: 8173.240234
	Iteration 19Q: 3 clusters Score -114657.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -114669.960938 Penalty: 8173.240234
	Iteration 20F: 3 clusters Score -114670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -114687.867188 Penalty: 8173.240234
	Iteration 21Q: 3 clusters Score -114687.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -114701.453125 Penalty: 8173.240234
	Iteration 22Q: 3 clusters Score -114701.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -114723.679688 Penalty: 8173.240234
	Iteration 23Q: 3 clusters Score -114723.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -114754.273438 Penalty: 8173.240234
	Iteration 24Q: 3 clusters Score -114754.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -114792.414062 Penalty: 8173.240234
	Iteration 25Q: 3 clusters Score -114792.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -114834.617188 Penalty: 8173.240234
	Iteration 26Q: 3 clusters Score -114834.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -114863.484375 Penalty: 8173.240234
	Iteration 27Q: 3 clusters Score -114863.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -114880.000000 Penalty: 8173.240234
	Iteration 28Q: 3 clusters Score -114880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -114880.000000 Penalty: 8173.240234
	Iteration 29F: 3 clusters Score -114880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (93676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93676 members 
Entering Unmasked Estep 
Score: -15826381.000000 Penalty: 7011.653320
	Iteration 0F: 2 clusters Score -1.582638e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46647 members 
Mstep: Class 2 contains 47029 members 
Entering Unmasked Estep 
Score: -15762474.000000 Penalty: 14023.306641
	Iteration 0F: 3 clusters Score -1.576247e+07 nChanged 42578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44719 members 
Mstep: Class 2 contains 48957 members 
Entering Unmasked Estep 
Score: -15785634.000000 Penalty: 14023.306641
	Iteration 1F: 3 clusters Score -1.578563e+07 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43431 members 
Mstep: Class 2 contains 50245 members 
Entering Unmasked Estep 
Score: -15786873.000000 Penalty: 14023.306641
	Iteration 2Q: 3 clusters Score -1.578687e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41625 members 
Mstep: Class 2 contains 52051 members 
Entering Unmasked Estep 
Score: -15788166.000000 Penalty: 14023.306641
	Iteration 3Q: 3 clusters Score -1.578817e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39078 members 
Mstep: Class 2 contains 54598 members 
Entering Unmasked Estep 
Score: -15789372.000000 Penalty: 14023.306641
	Iteration 4Q: 3 clusters Score -1.578937e+07 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35697 members 
Mstep: Class 2 contains 57979 members 
Entering Unmasked Estep 
Score: -15791092.000000 Penalty: 14023.306641
	Iteration 5Q: 3 clusters Score -1.579109e+07 nChanged 5004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31087 members 
Mstep: Class 2 contains 62589 members 
Entering Unmasked Estep 
Score: -15793769.000000 Penalty: 14023.306641
	Iteration 6F: 3 clusters Score -1.579377e+07 nChanged 6148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 68529 members 
Entering Unmasked Estep 
Score: -15797885.000000 Penalty: 14023.306641
	Iteration 7F: 3 clusters Score -1.579788e+07 nChanged 7023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 75458 members 
Entering Unmasked Estep 
Score: -15803540.000000 Penalty: 14023.306641
	Iteration 8F: 3 clusters Score -1.580354e+07 nChanged 6787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 82211 members 
Entering Unmasked Estep 
Score: -15809617.000000 Penalty: 14023.306641
	Iteration 9F: 3 clusters Score -1.580962e+07 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 87405 members 
Entering Unmasked Estep 
Score: -15814469.000000 Penalty: 14023.306641
	Iteration 10F: 3 clusters Score -1.581447e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 90480 members 
Entering Unmasked Estep 
Score: -15817431.000000 Penalty: 14023.306641
	Iteration 11Q: 3 clusters Score -1.581743e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 91915 members 
Entering Unmasked Estep 
Score: -15818797.000000 Penalty: 14023.306641
	Iteration 12Q: 3 clusters Score -1.58188e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 92495 members 
Entering Unmasked Estep 
Score: -15819395.000000 Penalty: 14023.306641
	Iteration 13Q: 3 clusters Score -1.58194e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 92759 members 
Entering Unmasked Estep 
Score: -15819696.000000 Penalty: 14023.306641
	Iteration 14Q: 3 clusters Score -1.58197e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 92888 members 
Entering Unmasked Estep 
Score: -15819887.000000 Penalty: 14023.306641
	Iteration 15Q: 3 clusters Score -1.581989e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 92958 members 
Entering Unmasked Estep 
Score: -15819929.000000 Penalty: 14023.306641
	Iteration 16Q: 3 clusters Score -1.581993e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 92992 members 
Entering Unmasked Estep 
Score: -15819989.000000 Penalty: 14023.306641
	Iteration 17Q: 3 clusters Score -1.581999e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 93015 members 
Entering Unmasked Estep 
Score: -15820053.000000 Penalty: 14023.306641
	Iteration 18Q: 3 clusters Score -1.582005e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 93040 members 
Entering Unmasked Estep 
Score: -15820072.000000 Penalty: 14023.306641
	Iteration 19Q: 3 clusters Score -1.582007e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 93051 members 
Entering Unmasked Estep 
Score: -15820095.000000 Penalty: 14023.306641
	Iteration 20F: 3 clusters Score -1.58201e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 93057 members 
Entering Unmasked Estep 
Score: -15820120.000000 Penalty: 14023.306641
	Iteration 21Q: 3 clusters Score -1.582012e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 93062 members 
Entering Unmasked Estep 
Score: -15820114.000000 Penalty: 14023.306641
	Iteration 22Q: 3 clusters Score -1.582011e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 93068 members 
Entering Unmasked Estep 
Score: -15820123.000000 Penalty: 14023.306641
	Iteration 23Q: 3 clusters Score -1.582012e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 93070 members 
Entering Unmasked Estep 
Score: -15820121.000000 Penalty: 14023.306641
	Iteration 24Q: 3 clusters Score -1.582012e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 93072 members 
Entering Unmasked Estep 
Score: -15820125.000000 Penalty: 14023.306641
	Iteration 25Q: 3 clusters Score -1.582012e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 93074 members 
Entering Unmasked Estep 
Score: -15820117.000000 Penalty: 14023.306641
	Iteration 26Q: 3 clusters Score -1.582012e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 93076 members 
Entering Unmasked Estep 
Score: -15820131.000000 Penalty: 14023.306641
	Iteration 27Q: 3 clusters Score -1.582013e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 93078 members 
Entering Unmasked Estep 
Score: -15820132.000000 Penalty: 14023.306641
	Iteration 28Q: 3 clusters Score -1.582013e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 93079 members 
Entering Unmasked Estep 
Score: -15820120.000000 Penalty: 14023.306641
	Iteration 29Q: 3 clusters Score -1.582012e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 93082 members 
Entering Unmasked Estep 
Score: -15820145.000000 Penalty: 14023.306641
	Iteration 30Q: 3 clusters Score -1.582014e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 93086 members 
Entering Unmasked Estep 
Score: -15820134.000000 Penalty: 14023.306641
	Iteration 31Q: 3 clusters Score -1.582013e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 93087 members 
Entering Unmasked Estep 
Score: -15820153.000000 Penalty: 14023.306641
	Iteration 32Q: 3 clusters Score -1.582015e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 93087 members 
Entering Unmasked Estep 
Score: -15820153.000000 Penalty: 14023.306641
	Iteration 33F: 3 clusters Score -1.582015e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214126 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7257 members 
Mstep: Class 5 contains 25435 members 
Mstep: Class 6 contains 46010 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 20549 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 522937 members 
Mstep: Class 15 contains 23338 members 
Mstep: Class 16 contains 48185 members 
Mstep: Class 17 contains 309064 members 
Mstep: Class 18 contains 28249 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349104.000000 Penalty: 181791.359375
Iteration 199Q: 22 clusters Score -2.333491e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214121 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7257 members 
Mstep: Class 5 contains 25436 members 
Mstep: Class 6 contains 46010 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 20550 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 522946 members 
Mstep: Class 15 contains 23338 members 
Mstep: Class 16 contains 48189 members 
Mstep: Class 17 contains 309055 members 
Mstep: Class 18 contains 28248 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349136.000000 Penalty: 181791.359375
Iteration 200F: 22 clusters Score -2.333491e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214123 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7256 members 
Mstep: Class 5 contains 25439 members 
Mstep: Class 6 contains 46010 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 20550 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 522952 members 
Mstep: Class 15 contains 23340 members 
Mstep: Class 16 contains 48192 members 
Mstep: Class 17 contains 309039 members 
Mstep: Class 18 contains 28249 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349264.000000 Penalty: 181791.359375
Iteration 201Q: 22 clusters Score -2.333493e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214123 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7256 members 
Mstep: Class 5 contains 25439 members 
Mstep: Class 6 contains 46010 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 20550 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 522962 members 
Mstep: Class 15 contains 23341 members 
Mstep: Class 16 contains 48194 members 
Mstep: Class 17 contains 309026 members 
Mstep: Class 18 contains 28250 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349280.000000 Penalty: 181791.359375
Iteration 202Q: 22 clusters Score -2.333493e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214123 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7257 members 
Mstep: Class 5 contains 25438 members 
Mstep: Class 6 contains 46011 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 20550 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 522965 members 
Mstep: Class 15 contains 23341 members 
Mstep: Class 16 contains 48198 members 
Mstep: Class 17 contains 309018 members 
Mstep: Class 18 contains 28251 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349264.000000 Penalty: 181791.359375
Iteration 203Q: 22 clusters Score -2.333493e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214124 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7258 members 
Mstep: Class 5 contains 25442 members 
Mstep: Class 6 contains 46011 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 20550 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14649 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 522968 members 
Mstep: Class 15 contains 23341 members 
Mstep: Class 16 contains 48198 members 
Mstep: Class 17 contains 309012 members 
Mstep: Class 18 contains 28251 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349136.000000 Penalty: 181791.359375
Iteration 204Q: 22 clusters Score -2.333491e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214119 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7259 members 
Mstep: Class 5 contains 25445 members 
Mstep: Class 6 contains 46011 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 20550 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 522971 members 
Mstep: Class 15 contains 23342 members 
Mstep: Class 16 contains 48200 members 
Mstep: Class 17 contains 309010 members 
Mstep: Class 18 contains 28250 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349248.000000 Penalty: 181791.359375
Iteration 205Q: 22 clusters Score -2.333492e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214119 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7258 members 
Mstep: Class 5 contains 25449 members 
Mstep: Class 6 contains 46012 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 20550 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 522976 members 
Mstep: Class 15 contains 23343 members 
Mstep: Class 16 contains 48202 members 
Mstep: Class 17 contains 309000 members 
Mstep: Class 18 contains 28250 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349264.000000 Penalty: 181791.359375
Iteration 206Q: 22 clusters Score -2.333493e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214122 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7258 members 
Mstep: Class 5 contains 25450 members 
Mstep: Class 6 contains 46011 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 20550 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 522980 members 
Mstep: Class 15 contains 23343 members 
Mstep: Class 16 contains 48201 members 
Mstep: Class 17 contains 308994 members 
Mstep: Class 18 contains 28250 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349280.000000 Penalty: 181791.359375
Iteration 207Q: 22 clusters Score -2.333493e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214124 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7258 members 
Mstep: Class 5 contains 25449 members 
Mstep: Class 6 contains 46010 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 20551 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 522979 members 
Mstep: Class 15 contains 23344 members 
Mstep: Class 16 contains 48202 members 
Mstep: Class 17 contains 308993 members 
Mstep: Class 18 contains 28249 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349296.000000 Penalty: 181791.359375
Iteration 208Q: 22 clusters Score -2.333493e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214124 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7258 members 
Mstep: Class 5 contains 25450 members 
Mstep: Class 6 contains 46009 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 20552 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 522981 members 
Mstep: Class 15 contains 23344 members 
Mstep: Class 16 contains 48205 members 
Mstep: Class 17 contains 308989 members 
Mstep: Class 18 contains 28248 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349264.000000 Penalty: 181791.359375
Iteration 209Q: 22 clusters Score -2.333493e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214121 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7258 members 
Mstep: Class 5 contains 25455 members 
Mstep: Class 6 contains 46009 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 20552 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 522982 members 
Mstep: Class 15 contains 23344 members 
Mstep: Class 16 contains 48206 members 
Mstep: Class 17 contains 308988 members 
Mstep: Class 18 contains 28247 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349296.000000 Penalty: 181791.359375
Iteration 210Q: 22 clusters Score -2.333493e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214120 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7258 members 
Mstep: Class 5 contains 25456 members 
Mstep: Class 6 contains 46009 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 20552 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 522983 members 
Mstep: Class 15 contains 23344 members 
Mstep: Class 16 contains 48206 members 
Mstep: Class 17 contains 308988 members 
Mstep: Class 18 contains 28247 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349248.000000 Penalty: 181791.359375
Iteration 211Q: 22 clusters Score -2.333492e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214123 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7258 members 
Mstep: Class 5 contains 25456 members 
Mstep: Class 6 contains 46009 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 20552 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 522981 members 
Mstep: Class 15 contains 23344 members 
Mstep: Class 16 contains 48206 members 
Mstep: Class 17 contains 308988 members 
Mstep: Class 18 contains 28247 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349264.000000 Penalty: 181791.359375
Iteration 212Q: 22 clusters Score -2.333493e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214124 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7258 members 
Mstep: Class 5 contains 25455 members 
Mstep: Class 6 contains 46009 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 20552 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 522984 members 
Mstep: Class 15 contains 23344 members 
Mstep: Class 16 contains 48207 members 
Mstep: Class 17 contains 308986 members 
Mstep: Class 18 contains 28247 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349296.000000 Penalty: 181791.359375
Iteration 213Q: 22 clusters Score -2.333493e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214124 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7258 members 
Mstep: Class 5 contains 25455 members 
Mstep: Class 6 contains 46009 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 20552 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 522986 members 
Mstep: Class 15 contains 23344 members 
Mstep: Class 16 contains 48206 members 
Mstep: Class 17 contains 308986 members 
Mstep: Class 18 contains 28247 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349312.000000 Penalty: 181791.359375
Iteration 214Q: 22 clusters Score -2.333493e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214124 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7258 members 
Mstep: Class 5 contains 25456 members 
Mstep: Class 6 contains 46009 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 20552 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 522988 members 
Mstep: Class 15 contains 23344 members 
Mstep: Class 16 contains 48207 members 
Mstep: Class 17 contains 308984 members 
Mstep: Class 18 contains 28247 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349344.000000 Penalty: 181791.359375
Iteration 215Q: 22 clusters Score -2.333493e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214124 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7259 members 
Mstep: Class 5 contains 25455 members 
Mstep: Class 6 contains 46009 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 20552 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 522989 members 
Mstep: Class 15 contains 23344 members 
Mstep: Class 16 contains 48208 members 
Mstep: Class 17 contains 308982 members 
Mstep: Class 18 contains 28247 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349312.000000 Penalty: 181791.359375
Iteration 216Q: 22 clusters Score -2.333493e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214124 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7261 members 
Mstep: Class 5 contains 25456 members 
Mstep: Class 6 contains 46009 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 20552 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 522990 members 
Mstep: Class 15 contains 23344 members 
Mstep: Class 16 contains 48208 members 
Mstep: Class 17 contains 308980 members 
Mstep: Class 18 contains 28247 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349232.000000 Penalty: 181791.359375
Iteration 217Q: 22 clusters Score -2.333492e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214128 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7263 members 
Mstep: Class 5 contains 25458 members 
Mstep: Class 6 contains 46009 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 20552 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 522987 members 
Mstep: Class 15 contains 23344 members 
Mstep: Class 16 contains 48208 members 
Mstep: Class 17 contains 308977 members 
Mstep: Class 18 contains 28247 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349168.000000 Penalty: 181791.359375
Iteration 218Q: 22 clusters Score -2.333492e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214128 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7264 members 
Mstep: Class 5 contains 25460 members 
Mstep: Class 6 contains 46009 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 20552 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 522985 members 
Mstep: Class 15 contains 23344 members 
Mstep: Class 16 contains 48208 members 
Mstep: Class 17 contains 308977 members 
Mstep: Class 18 contains 28247 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349216.000000 Penalty: 181791.359375
Iteration 219Q: 22 clusters Score -2.333492e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214131 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7263 members 
Mstep: Class 5 contains 25462 members 
Mstep: Class 6 contains 46009 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 20552 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 522982 members 
Mstep: Class 15 contains 23344 members 
Mstep: Class 16 contains 48208 members 
Mstep: Class 17 contains 308975 members 
Mstep: Class 18 contains 28247 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349216.000000 Penalty: 181791.359375
Iteration 220F: 22 clusters Score -2.333492e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214130 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7263 members 
Mstep: Class 5 contains 25464 members 
Mstep: Class 6 contains 46009 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 20552 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 522982 members 
Mstep: Class 15 contains 23344 members 
Mstep: Class 16 contains 48209 members 
Mstep: Class 17 contains 308975 members 
Mstep: Class 18 contains 28246 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349264.000000 Penalty: 181791.359375
Iteration 221Q: 22 clusters Score -2.333493e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214126 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7261 members 
Mstep: Class 5 contains 25467 members 
Mstep: Class 6 contains 46009 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 20552 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 522983 members 
Mstep: Class 15 contains 23344 members 
Mstep: Class 16 contains 48212 members 
Mstep: Class 17 contains 308973 members 
Mstep: Class 18 contains 28246 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349248.000000 Penalty: 181791.359375
Iteration 222Q: 22 clusters Score -2.333492e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214120 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7258 members 
Mstep: Class 5 contains 25471 members 
Mstep: Class 6 contains 46009 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 20552 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 522990 members 
Mstep: Class 15 contains 23344 members 
Mstep: Class 16 contains 48215 members 
Mstep: Class 17 contains 308970 members 
Mstep: Class 18 contains 28246 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349168.000000 Penalty: 181791.359375
Iteration 223Q: 22 clusters Score -2.333492e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214116 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7256 members 
Mstep: Class 5 contains 25476 members 
Mstep: Class 6 contains 46009 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 20552 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 522991 members 
Mstep: Class 15 contains 23344 members 
Mstep: Class 16 contains 48215 members 
Mstep: Class 17 contains 308970 members 
Mstep: Class 18 contains 28246 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349184.000000 Penalty: 181791.359375
Iteration 224Q: 22 clusters Score -2.333492e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214118 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7254 members 
Mstep: Class 5 contains 25475 members 
Mstep: Class 6 contains 46009 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 20552 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 522995 members 
Mstep: Class 15 contains 23344 members 
Mstep: Class 16 contains 48217 members 
Mstep: Class 17 contains 308965 members 
Mstep: Class 18 contains 28246 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349216.000000 Penalty: 181791.359375
Iteration 225Q: 22 clusters Score -2.333492e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214115 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7252 members 
Mstep: Class 5 contains 25475 members 
Mstep: Class 6 contains 46009 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 20552 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 522998 members 
Mstep: Class 15 contains 23345 members 
Mstep: Class 16 contains 48219 members 
Mstep: Class 17 contains 308964 members 
Mstep: Class 18 contains 28246 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349280.000000 Penalty: 181791.359375
Iteration 226Q: 22 clusters Score -2.333493e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214114 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7247 members 
Mstep: Class 5 contains 25477 members 
Mstep: Class 6 contains 46009 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 20552 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 523002 members 
Mstep: Class 15 contains 23345 members 
Mstep: Class 16 contains 48221 members 
Mstep: Class 17 contains 308962 members 
Mstep: Class 18 contains 28246 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349264.000000 Penalty: 181791.359375
Iteration 227Q: 22 clusters Score -2.333493e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214114 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7245 members 
Mstep: Class 5 contains 25477 members 
Mstep: Class 6 contains 46009 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 20552 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 523005 members 
Mstep: Class 15 contains 23346 members 
Mstep: Class 16 contains 48222 members 
Mstep: Class 17 contains 308960 members 
Mstep: Class 18 contains 28246 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349328.000000 Penalty: 181791.359375
Iteration 228Q: 22 clusters Score -2.333493e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214114 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7243 members 
Mstep: Class 5 contains 25478 members 
Mstep: Class 6 contains 46009 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 20553 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 523004 members 
Mstep: Class 15 contains 23347 members 
Mstep: Class 16 contains 48222 members 
Mstep: Class 17 contains 308959 members 
Mstep: Class 18 contains 28246 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349184.000000 Penalty: 181791.359375
Iteration 229Q: 22 clusters Score -2.333492e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214117 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7242 members 
Mstep: Class 5 contains 25478 members 
Mstep: Class 6 contains 46009 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 20553 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 523007 members 
Mstep: Class 15 contains 23346 members 
Mstep: Class 16 contains 48223 members 
Mstep: Class 17 contains 308955 members 
Mstep: Class 18 contains 28246 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349200.000000 Penalty: 181791.359375
Iteration 230Q: 22 clusters Score -2.333492e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214117 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7242 members 
Mstep: Class 5 contains 25478 members 
Mstep: Class 6 contains 46009 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 20553 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 523011 members 
Mstep: Class 15 contains 23346 members 
Mstep: Class 16 contains 48224 members 
Mstep: Class 17 contains 308951 members 
Mstep: Class 18 contains 28246 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349264.000000 Penalty: 181791.359375
Iteration 231Q: 22 clusters Score -2.333493e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214117 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7242 members 
Mstep: Class 5 contains 25478 members 
Mstep: Class 6 contains 46009 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 20553 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 523013 members 
Mstep: Class 15 contains 23346 members 
Mstep: Class 16 contains 48224 members 
Mstep: Class 17 contains 308951 members 
Mstep: Class 18 contains 28246 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349296.000000 Penalty: 181791.359375
Iteration 232Q: 22 clusters Score -2.333493e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214116 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7242 members 
Mstep: Class 5 contains 25478 members 
Mstep: Class 6 contains 46009 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 20553 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 523013 members 
Mstep: Class 15 contains 23346 members 
Mstep: Class 16 contains 48225 members 
Mstep: Class 17 contains 308951 members 
Mstep: Class 18 contains 28246 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349280.000000 Penalty: 181791.359375
Iteration 233Q: 22 clusters Score -2.333493e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214114 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7242 members 
Mstep: Class 5 contains 25478 members 
Mstep: Class 6 contains 46009 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 20553 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 523013 members 
Mstep: Class 15 contains 23346 members 
Mstep: Class 16 contains 48229 members 
Mstep: Class 17 contains 308950 members 
Mstep: Class 18 contains 28246 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349280.000000 Penalty: 181791.359375
Iteration 234Q: 22 clusters Score -2.333493e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214112 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7242 members 
Mstep: Class 5 contains 25478 members 
Mstep: Class 6 contains 46009 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 20553 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 523013 members 
Mstep: Class 15 contains 23346 members 
Mstep: Class 16 contains 48231 members 
Mstep: Class 17 contains 308950 members 
Mstep: Class 18 contains 28246 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349216.000000 Penalty: 181791.359375
Iteration 235Q: 22 clusters Score -2.333492e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214113 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7242 members 
Mstep: Class 5 contains 25477 members 
Mstep: Class 6 contains 46008 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 20553 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 523013 members 
Mstep: Class 15 contains 23346 members 
Mstep: Class 16 contains 48232 members 
Mstep: Class 17 contains 308950 members 
Mstep: Class 18 contains 28246 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349216.000000 Penalty: 181791.359375
Iteration 236Q: 22 clusters Score -2.333492e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214107 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7242 members 
Mstep: Class 5 contains 25477 members 
Mstep: Class 6 contains 46008 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 20553 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 523014 members 
Mstep: Class 15 contains 23346 members 
Mstep: Class 16 contains 48237 members 
Mstep: Class 17 contains 308950 members 
Mstep: Class 18 contains 28246 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349184.000000 Penalty: 181791.359375
Iteration 237Q: 22 clusters Score -2.333492e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214104 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7241 members 
Mstep: Class 5 contains 25479 members 
Mstep: Class 6 contains 46007 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 20553 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 523014 members 
Mstep: Class 15 contains 23346 members 
Mstep: Class 16 contains 48240 members 
Mstep: Class 17 contains 308950 members 
Mstep: Class 18 contains 28246 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349264.000000 Penalty: 181791.359375
Iteration 238Q: 22 clusters Score -2.333493e+08 nChanged 8
Entering ConstructFrom: 
Score: -233349264.000000 Penalty: 181791.359375
Entering ConstructFrom: 
Trying to split cluster 1 (214099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214099 members 
Entering Unmasked Estep 
Score: -36869868.000000 Penalty: 7517.943848
	Iteration 0F: 2 clusters Score -3.686987e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107215 members 
Mstep: Class 2 contains 106884 members 
Entering Unmasked Estep 
Score: -36727600.000000 Penalty: 15035.887695
	Iteration 0F: 3 clusters Score -3.67276e+07 nChanged 100639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108562 members 
Mstep: Class 2 contains 105537 members 
Entering Unmasked Estep 
Score: -36784624.000000 Penalty: 15035.887695
	Iteration 1F: 3 clusters Score -3.678462e+07 nChanged 6888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109424 members 
Mstep: Class 2 contains 104675 members 
Entering Unmasked Estep 
Score: -36786260.000000 Penalty: 15035.887695
	Iteration 2Q: 3 clusters Score -3.678626e+07 nChanged 6825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110879 members 
Mstep: Class 2 contains 103220 members 
Entering Unmasked Estep 
Score: -36788080.000000 Penalty: 15035.887695
	Iteration 3Q: 3 clusters Score -3.678808e+07 nChanged 7031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112990 members 
Mstep: Class 2 contains 101109 members 
Entering Unmasked Estep 
Score: -36790176.000000 Penalty: 15035.887695
	Iteration 4Q: 3 clusters Score -3.679018e+07 nChanged 7661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115841 members 
Mstep: Class 2 contains 98258 members 
Entering Unmasked Estep 
Score: -36793316.000000 Penalty: 15035.887695
	Iteration 5Q: 3 clusters Score -3.679332e+07 nChanged 8729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119574 members 
Mstep: Class 2 contains 94525 members 
Entering Unmasked Estep 
Score: -36797160.000000 Penalty: 15035.887695
	Iteration 6Q: 3 clusters Score -3.679716e+07 nChanged 9813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124159 members 
Mstep: Class 2 contains 89940 members 
Entering Unmasked Estep 
Score: -36802336.000000 Penalty: 15035.887695
	Iteration 7Q: 3 clusters Score -3.680234e+07 nChanged 10951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129796 members 
Mstep: Class 2 contains 84303 members 
Entering Unmasked Estep 
Score: -36809032.000000 Penalty: 15035.887695
	Iteration 8F: 3 clusters Score -3.680903e+07 nChanged 11608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136406 members 
Mstep: Class 2 contains 77693 members 
Entering Unmasked Estep 
Score: -36816364.000000 Penalty: 15035.887695
	Iteration 9F: 3 clusters Score -3.681636e+07 nChanged 11465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143755 members 
Mstep: Class 2 contains 70344 members 
Entering Unmasked Estep 
Score: -36823144.000000 Penalty: 15035.887695
	Iteration 10F: 3 clusters Score -3.682314e+07 nChanged 10698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151489 members 
Mstep: Class 2 contains 62610 members 
Entering Unmasked Estep 
Score: -36829356.000000 Penalty: 15035.887695
	Iteration 11Q: 3 clusters Score -3.682936e+07 nChanged 9884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159583 members 
Mstep: Class 2 contains 54516 members 
Entering Unmasked Estep 
Score: -36834924.000000 Penalty: 15035.887695
	Iteration 12Q: 3 clusters Score -3.683492e+07 nChanged 9102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167799 members 
Mstep: Class 2 contains 46300 members 
Entering Unmasked Estep 
Score: -36840176.000000 Penalty: 15035.887695
	Iteration 13Q: 3 clusters Score -3.684018e+07 nChanged 8483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175908 members 
Mstep: Class 2 contains 38191 members 
Entering Unmasked Estep 
Score: -36844892.000000 Penalty: 15035.887695
	Iteration 14Q: 3 clusters Score -3.684489e+07 nChanged 7644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183378 members 
Mstep: Class 2 contains 30721 members 
Entering Unmasked Estep 
Score: -36849348.000000 Penalty: 15035.887695
	Iteration 15Q: 3 clusters Score -3.684935e+07 nChanged 6567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189815 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -36853460.000000 Penalty: 15035.887695
	Iteration 16Q: 3 clusters Score -3.685346e+07 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195158 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -36856716.000000 Penalty: 15035.887695
	Iteration 17Q: 3 clusters Score -3.685672e+07 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199268 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -36859060.000000 Penalty: 15035.887695
	Iteration 18Q: 3 clusters Score -3.685906e+07 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202221 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -36860988.000000 Penalty: 15035.887695
	Iteration 19Q: 3 clusters Score -3.686099e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204174 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -36862392.000000 Penalty: 15035.887695
	Iteration 20F: 3 clusters Score -3.686239e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205533 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -36863168.000000 Penalty: 15035.887695
	Iteration 21Q: 3 clusters Score -3.686317e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206444 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -36863652.000000 Penalty: 15035.887695
	Iteration 22Q: 3 clusters Score -3.686365e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207102 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -36864072.000000 Penalty: 15035.887695
	Iteration 23Q: 3 clusters Score -3.686407e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207575 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -36864244.000000 Penalty: 15035.887695
	Iteration 24Q: 3 clusters Score -3.686424e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207956 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -36864428.000000 Penalty: 15035.887695
	Iteration 25Q: 3 clusters Score -3.686443e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208225 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -36864580.000000 Penalty: 15035.887695
	Iteration 26Q: 3 clusters Score -3.686458e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208444 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -36864788.000000 Penalty: 15035.887695
	Iteration 27Q: 3 clusters Score -3.686479e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208623 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -36864836.000000 Penalty: 15035.887695
	Iteration 28Q: 3 clusters Score -3.686484e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208772 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -36864944.000000 Penalty: 15035.887695
	Iteration 29Q: 3 clusters Score -3.686494e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208895 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -36865004.000000 Penalty: 15035.887695
	Iteration 30Q: 3 clusters Score -3.6865e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209009 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -36865056.000000 Penalty: 15035.887695
	Iteration 31Q: 3 clusters Score -3.686506e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209100 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -36865088.000000 Penalty: 15035.887695
	Iteration 32Q: 3 clusters Score -3.686509e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209165 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -36865084.000000 Penalty: 15035.887695
	Iteration 33Q: 3 clusters Score -3.686508e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209218 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -36865204.000000 Penalty: 15035.887695
	Iteration 34Q: 3 clusters Score -3.68652e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209267 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -36865232.000000 Penalty: 15035.887695
	Iteration 35Q: 3 clusters Score -3.686523e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209308 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -36865316.000000 Penalty: 15035.887695
	Iteration 36Q: 3 clusters Score -3.686532e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209344 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -36865352.000000 Penalty: 15035.887695
	Iteration 37Q: 3 clusters Score -3.686535e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209372 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -36865324.000000 Penalty: 15035.887695
	Iteration 38Q: 3 clusters Score -3.686532e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209402 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -36865388.000000 Penalty: 15035.887695
	Iteration 39Q: 3 clusters Score -3.686539e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209414 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -36865396.000000 Penalty: 15035.887695
	Iteration 40F: 3 clusters Score -3.68654e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209392 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -36865420.000000 Penalty: 15035.887695
	Iteration 41Q: 3 clusters Score -3.686542e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209393 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -36865492.000000 Penalty: 15035.887695
	Iteration 42Q: 3 clusters Score -3.686549e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209401 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -36865500.000000 Penalty: 15035.887695
	Iteration 43Q: 3 clusters Score -3.68655e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209391 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -36865544.000000 Penalty: 15035.887695
	Iteration 44Q: 3 clusters Score -3.686554e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209392 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -36865604.000000 Penalty: 15035.887695
	Iteration 45Q: 3 clusters Score -3.68656e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209387 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -36865644.000000 Penalty: 15035.887695
	Iteration 46Q: 3 clusters Score -3.686564e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209385 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -36865600.000000 Penalty: 15035.887695
	Iteration 47Q: 3 clusters Score -3.68656e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209392 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -36865616.000000 Penalty: 15035.887695
	Iteration 48Q: 3 clusters Score -3.686562e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209398 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -36865640.000000 Penalty: 15035.887695
	Iteration 49Q: 3 clusters Score -3.686564e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209409 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -36865668.000000 Penalty: 15035.887695
	Iteration 50Q: 3 clusters Score -3.686567e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209410 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -36865668.000000 Penalty: 15035.887695
	Iteration 51Q: 3 clusters Score -3.686567e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209422 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -36865684.000000 Penalty: 15035.887695
	Iteration 52Q: 3 clusters Score -3.686568e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209425 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -36865720.000000 Penalty: 15035.887695
	Iteration 53Q: 3 clusters Score -3.686572e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209428 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -36865736.000000 Penalty: 15035.887695
	Iteration 54Q: 3 clusters Score -3.686574e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209439 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -36865712.000000 Penalty: 15035.887695
	Iteration 55Q: 3 clusters Score -3.686571e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209443 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -36865748.000000 Penalty: 15035.887695
	Iteration 56Q: 3 clusters Score -3.686575e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209441 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -36865752.000000 Penalty: 15035.887695
	Iteration 57Q: 3 clusters Score -3.686575e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209445 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -36865776.000000 Penalty: 15035.887695
	Iteration 58Q: 3 clusters Score -3.686578e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209455 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -36865752.000000 Penalty: 15035.887695
	Iteration 59Q: 3 clusters Score -3.686575e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209469 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -36865772.000000 Penalty: 15035.887695
	Iteration 60F: 3 clusters Score -3.686577e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209470 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -36865784.000000 Penalty: 15035.887695
	Iteration 61Q: 3 clusters Score -3.686578e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209475 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -36865812.000000 Penalty: 15035.887695
	Iteration 62Q: 3 clusters Score -3.686581e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209475 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -36865816.000000 Penalty: 15035.887695
	Iteration 63Q: 3 clusters Score -3.686582e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209472 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -36865840.000000 Penalty: 15035.887695
	Iteration 64Q: 3 clusters Score -3.686584e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209471 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -36865852.000000 Penalty: 15035.887695
	Iteration 65Q: 3 clusters Score -3.686585e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209476 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -36865856.000000 Penalty: 15035.887695
	Iteration 66Q: 3 clusters Score -3.686586e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209470 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -36865836.000000 Penalty: 15035.887695
	Iteration 67Q: 3 clusters Score -3.686584e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209472 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -36865828.000000 Penalty: 15035.887695
	Iteration 68Q: 3 clusters Score -3.686583e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209477 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -36865824.000000 Penalty: 15035.887695
	Iteration 69Q: 3 clusters Score -3.686582e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209481 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -36865860.000000 Penalty: 15035.887695
	Iteration 70Q: 3 clusters Score -3.686586e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209484 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -36865860.000000 Penalty: 15035.887695
	Iteration 71Q: 3 clusters Score -3.686586e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209483 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -36865884.000000 Penalty: 15035.887695
	Iteration 72Q: 3 clusters Score -3.686588e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209486 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -36865896.000000 Penalty: 15035.887695
	Iteration 73Q: 3 clusters Score -3.68659e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209494 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -36865848.000000 Penalty: 15035.887695
	Iteration 74Q: 3 clusters Score -3.686585e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209502 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -36865872.000000 Penalty: 15035.887695
	Iteration 75Q: 3 clusters Score -3.686587e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209508 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -36865868.000000 Penalty: 15035.887695
	Iteration 76Q: 3 clusters Score -3.686587e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209515 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -36865892.000000 Penalty: 15035.887695
	Iteration 77Q: 3 clusters Score -3.686589e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209513 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -36865896.000000 Penalty: 15035.887695
	Iteration 78Q: 3 clusters Score -3.68659e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209520 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -36865896.000000 Penalty: 15035.887695
	Iteration 79Q: 3 clusters Score -3.68659e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209532 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -36865900.000000 Penalty: 15035.887695
	Iteration 80F: 3 clusters Score -3.68659e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209533 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -36865888.000000 Penalty: 15035.887695
	Iteration 81Q: 3 clusters Score -3.686589e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209535 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -36865884.000000 Penalty: 15035.887695
	Iteration 82Q: 3 clusters Score -3.686588e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209535 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -36865904.000000 Penalty: 15035.887695
	Iteration 83Q: 3 clusters Score -3.68659e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209534 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -36865924.000000 Penalty: 15035.887695
	Iteration 84Q: 3 clusters Score -3.686592e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209539 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -36865916.000000 Penalty: 15035.887695
	Iteration 85Q: 3 clusters Score -3.686592e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209538 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -36865928.000000 Penalty: 15035.887695
	Iteration 86Q: 3 clusters Score -3.686593e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209540 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -36865932.000000 Penalty: 15035.887695
	Iteration 87Q: 3 clusters Score -3.686593e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209542 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -36865928.000000 Penalty: 15035.887695
	Iteration 88Q: 3 clusters Score -3.686593e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209546 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -36865928.000000 Penalty: 15035.887695
	Iteration 89Q: 3 clusters Score -3.686593e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209550 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -36865952.000000 Penalty: 15035.887695
	Iteration 90Q: 3 clusters Score -3.686595e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209554 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -36865924.000000 Penalty: 15035.887695
	Iteration 91Q: 3 clusters Score -3.686592e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209556 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -36865948.000000 Penalty: 15035.887695
	Iteration 92Q: 3 clusters Score -3.686595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209556 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -36865940.000000 Penalty: 15035.887695
	Iteration 93Q: 3 clusters Score -3.686594e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209553 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -36865944.000000 Penalty: 15035.887695
	Iteration 94Q: 3 clusters Score -3.686594e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209553 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -36865940.000000 Penalty: 15035.887695
	Iteration 95Q: 3 clusters Score -3.686594e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209553 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -36865940.000000 Penalty: 15035.887695
	Iteration 96F: 3 clusters Score -3.686594e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Entering Unmasked Estep 
Score: -22473.988281 Penalty: 3163.431396
	Iteration 0F: 2 clusters Score -22473.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -20332.363281 Penalty: 6326.862793
	Iteration 0F: 3 clusters Score -20332.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -20340.244141 Penalty: 6326.862793
	Iteration 1Q: 3 clusters Score -20340.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -20340.244141 Penalty: 6326.862793
	Iteration 2F: 3 clusters Score -20340.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Entering Unmasked Estep 
Score: -458407.343750 Penalty: 4847.255371
	Iteration 0F: 2 clusters Score -458407.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -452897.406250 Penalty: 9694.510742
	Iteration 0F: 3 clusters Score -452897.4 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -453681.593750 Penalty: 9694.510742
	Iteration 1F: 3 clusters Score -453681.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -454138.843750 Penalty: 9694.510742
	Iteration 2F: 3 clusters Score -454138.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -454717.156250 Penalty: 9694.510742
	Iteration 3F: 3 clusters Score -454717.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -455301.156250 Penalty: 9694.510742
	Iteration 4F: 3 clusters Score -455301.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -455798.875000 Penalty: 9694.510742
	Iteration 5F: 3 clusters Score -455798.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -456252.156250 Penalty: 9694.510742
	Iteration 6F: 3 clusters Score -456252.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -456619.718750 Penalty: 9694.510742
	Iteration 7F: 3 clusters Score -456619.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -456964.031250 Penalty: 9694.510742
	Iteration 8Q: 3 clusters Score -456964 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -457339.312500 Penalty: 9694.510742
	Iteration 9Q: 3 clusters Score -457339.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -457691.093750 Penalty: 9694.510742
	Iteration 10Q: 3 clusters Score -457691.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -457793.500000 Penalty: 9694.510742
	Iteration 11Q: 3 clusters Score -457793.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -457826.562500 Penalty: 9694.510742
	Iteration 12Q: 3 clusters Score -457826.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -457834.031250 Penalty: 9694.510742
	Iteration 13Q: 3 clusters Score -457834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -457838.875000 Penalty: 9694.510742
	Iteration 14Q: 3 clusters Score -457838.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -457841.125000 Penalty: 9694.510742
	Iteration 15Q: 3 clusters Score -457841.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -457841.125000 Penalty: 9694.510742
	Iteration 16F: 3 clusters Score -457841.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Entering Unmasked Estep 
Score: -1167781.375000 Penalty: 5443.518066
	Iteration 0F: 2 clusters Score -1167781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1159214.875000 Penalty: 10887.036133
	Iteration 0F: 3 clusters Score -1159215 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1160951.125000 Penalty: 10887.036133
	Iteration 1F: 3 clusters Score -1160951 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1161425.875000 Penalty: 10887.036133
	Iteration 2F: 3 clusters Score -1161426 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1161730.500000 Penalty: 10887.036133
	Iteration 3Q: 3 clusters Score -1161730 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1161940.125000 Penalty: 10887.036133
	Iteration 4Q: 3 clusters Score -1161940 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1162151.750000 Penalty: 10887.036133
	Iteration 5Q: 3 clusters Score -1162152 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1162405.125000 Penalty: 10887.036133
	Iteration 6Q: 3 clusters Score -1162405 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1162654.625000 Penalty: 10887.036133
	Iteration 7Q: 3 clusters Score -1162655 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1162861.750000 Penalty: 10887.036133
	Iteration 8Q: 3 clusters Score -1162862 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1163055.625000 Penalty: 10887.036133
	Iteration 9Q: 3 clusters Score -1163056 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1163211.000000 Penalty: 10887.036133
	Iteration 10Q: 3 clusters Score -1163211 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1163345.375000 Penalty: 10887.036133
	Iteration 11Q: 3 clusters Score -1163345 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1163480.875000 Penalty: 10887.036133
	Iteration 12Q: 3 clusters Score -1163481 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1163617.250000 Penalty: 10887.036133
	Iteration 13Q: 3 clusters Score -1163617 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1163758.625000 Penalty: 10887.036133
	Iteration 14Q: 3 clusters Score -1163759 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1163895.250000 Penalty: 10887.036133
	Iteration 15Q: 3 clusters Score -1163895 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1164023.875000 Penalty: 10887.036133
	Iteration 16Q: 3 clusters Score -1164024 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1164159.000000 Penalty: 10887.036133
	Iteration 17Q: 3 clusters Score -1164159 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1164299.125000 Penalty: 10887.036133
	Iteration 18Q: 3 clusters Score -1164299 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1164442.875000 Penalty: 10887.036133
	Iteration 19Q: 3 clusters Score -1164443 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1164580.375000 Penalty: 10887.036133
	Iteration 20F: 3 clusters Score -1164580 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1164724.375000 Penalty: 10887.036133
	Iteration 21Q: 3 clusters Score -1164724 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1164840.250000 Penalty: 10887.036133
	Iteration 22Q: 3 clusters Score -1164840 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1164916.375000 Penalty: 10887.036133
	Iteration 23Q: 3 clusters Score -1164916 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1164983.250000 Penalty: 10887.036133
	Iteration 24Q: 3 clusters Score -1164983 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1165022.000000 Penalty: 10887.036133
	Iteration 25Q: 3 clusters Score -1165022 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1165067.000000 Penalty: 10887.036133
	Iteration 26Q: 3 clusters Score -1165067 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1165093.875000 Penalty: 10887.036133
	Iteration 27Q: 3 clusters Score -1165094 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1165118.625000 Penalty: 10887.036133
	Iteration 28Q: 3 clusters Score -1165119 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1165150.375000 Penalty: 10887.036133
	Iteration 29Q: 3 clusters Score -1165150 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1165181.250000 Penalty: 10887.036133
	Iteration 30Q: 3 clusters Score -1165181 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1165206.250000 Penalty: 10887.036133
	Iteration 31Q: 3 clusters Score -1165206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1165224.750000 Penalty: 10887.036133
	Iteration 32Q: 3 clusters Score -1165225 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1165236.000000 Penalty: 10887.036133
	Iteration 33Q: 3 clusters Score -1165236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1165246.375000 Penalty: 10887.036133
	Iteration 34Q: 3 clusters Score -1165246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1165255.000000 Penalty: 10887.036133
	Iteration 35Q: 3 clusters Score -1165255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1165264.250000 Penalty: 10887.036133
	Iteration 36Q: 3 clusters Score -1165264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1165272.250000 Penalty: 10887.036133
	Iteration 37Q: 3 clusters Score -1165272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1165288.500000 Penalty: 10887.036133
	Iteration 38Q: 3 clusters Score -1165288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1165298.875000 Penalty: 10887.036133
	Iteration 39Q: 3 clusters Score -1165299 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1165316.250000 Penalty: 10887.036133
	Iteration 40F: 3 clusters Score -1165316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1165326.875000 Penalty: 10887.036133
	Iteration 41Q: 3 clusters Score -1165327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1165336.125000 Penalty: 10887.036133
	Iteration 42Q: 3 clusters Score -1165336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1165341.000000 Penalty: 10887.036133
	Iteration 43Q: 3 clusters Score -1165341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1165348.625000 Penalty: 10887.036133
	Iteration 44Q: 3 clusters Score -1165349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1165350.000000 Penalty: 10887.036133
	Iteration 45Q: 3 clusters Score -1165350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1165355.500000 Penalty: 10887.036133
	Iteration 46Q: 3 clusters Score -1165356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1165353.125000 Penalty: 10887.036133
	Iteration 47Q: 3 clusters Score -1165353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1165354.250000 Penalty: 10887.036133
	Iteration 48Q: 3 clusters Score -1165354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1165358.000000 Penalty: 10887.036133
	Iteration 49Q: 3 clusters Score -1165358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1165361.875000 Penalty: 10887.036133
	Iteration 50Q: 3 clusters Score -1165362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1165361.125000 Penalty: 10887.036133
	Iteration 51Q: 3 clusters Score -1165361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1165364.750000 Penalty: 10887.036133
	Iteration 52Q: 3 clusters Score -1165365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1165368.000000 Penalty: 10887.036133
	Iteration 53Q: 3 clusters Score -1165368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1165370.500000 Penalty: 10887.036133
	Iteration 54Q: 3 clusters Score -1165370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1165374.500000 Penalty: 10887.036133
	Iteration 55Q: 3 clusters Score -1165374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1165374.750000 Penalty: 10887.036133
	Iteration 56Q: 3 clusters Score -1165375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1165375.250000 Penalty: 10887.036133
	Iteration 57Q: 3 clusters Score -1165375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1165377.000000 Penalty: 10887.036133
	Iteration 58Q: 3 clusters Score -1165377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1165377.750000 Penalty: 10887.036133
	Iteration 59Q: 3 clusters Score -1165378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1165377.750000 Penalty: 10887.036133
	Iteration 60F: 3 clusters Score -1165378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (25483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25483 members 
Entering Unmasked Estep 
Score: -4211575.500000 Penalty: 6214.282227
	Iteration 0F: 2 clusters Score -4211576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -4191714.250000 Penalty: 12428.564453
	Iteration 0F: 3 clusters Score -4191714 nChanged 10417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -4197152.500000 Penalty: 12428.564453
	Iteration 1F: 3 clusters Score -4197152 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -4197831.500000 Penalty: 12428.564453
	Iteration 2F: 3 clusters Score -4197832 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -4198335.000000 Penalty: 12428.564453
	Iteration 3Q: 3 clusters Score -4198335 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -4198782.500000 Penalty: 12428.564453
	Iteration 4Q: 3 clusters Score -4198782 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -4199163.000000 Penalty: 12428.564453
	Iteration 5Q: 3 clusters Score -4199163 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -4199485.500000 Penalty: 12428.564453
	Iteration 6Q: 3 clusters Score -4199486 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -4199753.000000 Penalty: 12428.564453
	Iteration 7Q: 3 clusters Score -4199753 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -4200020.500000 Penalty: 12428.564453
	Iteration 8Q: 3 clusters Score -4200020 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -4200243.500000 Penalty: 12428.564453
	Iteration 9Q: 3 clusters Score -4200244 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -4200443.000000 Penalty: 12428.564453
	Iteration 10Q: 3 clusters Score -4200443 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -4200629.500000 Penalty: 12428.564453
	Iteration 11Q: 3 clusters Score -4200630 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -4200843.500000 Penalty: 12428.564453
	Iteration 12Q: 3 clusters Score -4200844 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -4201043.000000 Penalty: 12428.564453
	Iteration 13Q: 3 clusters Score -4201043 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -4201296.000000 Penalty: 12428.564453
	Iteration 14Q: 3 clusters Score -4201296 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -4201615.000000 Penalty: 12428.564453
	Iteration 15Q: 3 clusters Score -4201615 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -4201952.000000 Penalty: 12428.564453
	Iteration 16Q: 3 clusters Score -4201952 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -4202297.500000 Penalty: 12428.564453
	Iteration 17Q: 3 clusters Score -4202298 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -4202723.500000 Penalty: 12428.564453
	Iteration 18Q: 3 clusters Score -4202724 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -4203192.500000 Penalty: 12428.564453
	Iteration 19Q: 3 clusters Score -4203192 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -4203647.500000 Penalty: 12428.564453
	Iteration 20F: 3 clusters Score -4203648 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -4204042.500000 Penalty: 12428.564453
	Iteration 21Q: 3 clusters Score -4204042 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22436 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -4204406.000000 Penalty: 12428.564453
	Iteration 22Q: 3 clusters Score -4204406 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -4204769.000000 Penalty: 12428.564453
	Iteration 23Q: 3 clusters Score -4204769 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -4205027.000000 Penalty: 12428.564453
	Iteration 24Q: 3 clusters Score -4205027 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -4205289.000000 Penalty: 12428.564453
	Iteration 25Q: 3 clusters Score -4205289 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -4205446.500000 Penalty: 12428.564453
	Iteration 26Q: 3 clusters Score -4205446 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -4205549.500000 Penalty: 12428.564453
	Iteration 27Q: 3 clusters Score -4205550 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -4205657.500000 Penalty: 12428.564453
	Iteration 28Q: 3 clusters Score -4205658 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -4205725.500000 Penalty: 12428.564453
	Iteration 29Q: 3 clusters Score -4205726 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -4205778.500000 Penalty: 12428.564453
	Iteration 30Q: 3 clusters Score -4205778 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -4205819.000000 Penalty: 12428.564453
	Iteration 31Q: 3 clusters Score -4205819 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -4205854.000000 Penalty: 12428.564453
	Iteration 32Q: 3 clusters Score -4205854 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -4205883.500000 Penalty: 12428.564453
	Iteration 33Q: 3 clusters Score -4205884 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -4205905.000000 Penalty: 12428.564453
	Iteration 34Q: 3 clusters Score -4205905 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -4205930.500000 Penalty: 12428.564453
	Iteration 35Q: 3 clusters Score -4205930 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -4205950.500000 Penalty: 12428.564453
	Iteration 36Q: 3 clusters Score -4205950 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -4205962.500000 Penalty: 12428.564453
	Iteration 37Q: 3 clusters Score -4205962 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -4205984.500000 Penalty: 12428.564453
	Iteration 38Q: 3 clusters Score -4205984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24480 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -4205997.500000 Penalty: 12428.564453
	Iteration 39Q: 3 clusters Score -4205998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -4206006.500000 Penalty: 12428.564453
	Iteration 40F: 3 clusters Score -4206006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24505 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -4206013.500000 Penalty: 12428.564453
	Iteration 41Q: 3 clusters Score -4206014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -4206030.000000 Penalty: 12428.564453
	Iteration 42Q: 3 clusters Score -4206030 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -4206040.500000 Penalty: 12428.564453
	Iteration 43Q: 3 clusters Score -4206040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -4206043.500000 Penalty: 12428.564453
	Iteration 44Q: 3 clusters Score -4206044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -4206046.500000 Penalty: 12428.564453
	Iteration 45Q: 3 clusters Score -4206046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -4206049.000000 Penalty: 12428.564453
	Iteration 46Q: 3 clusters Score -4206049 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24557 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -4206051.000000 Penalty: 12428.564453
	Iteration 47Q: 3 clusters Score -4206051 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -4206067.500000 Penalty: 12428.564453
	Iteration 48Q: 3 clusters Score -4206068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -4206070.000000 Penalty: 12428.564453
	Iteration 49Q: 3 clusters Score -4206070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -4206076.500000 Penalty: 12428.564453
	Iteration 50Q: 3 clusters Score -4206076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24587 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -4206085.500000 Penalty: 12428.564453
	Iteration 51Q: 3 clusters Score -4206086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -4206088.500000 Penalty: 12428.564453
	Iteration 52Q: 3 clusters Score -4206088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -4206088.500000 Penalty: 12428.564453
	Iteration 53F: 3 clusters Score -4206088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46007 members 
Entering Unmasked Estep 
Score: -7989924.500000 Penalty: 6576.135742
	Iteration 0F: 2 clusters Score -7989924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -7956785.500000 Penalty: 13152.271484
	Iteration 0F: 3 clusters Score -7956786 nChanged 20218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -7967327.500000 Penalty: 13152.271484
	Iteration 1F: 3 clusters Score -7967328 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -7968312.000000 Penalty: 13152.271484
	Iteration 2F: 3 clusters Score -7968312 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22404 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -7969119.500000 Penalty: 13152.271484
	Iteration 3Q: 3 clusters Score -7969120 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 23774 members 
Entering Unmasked Estep 
Score: -7969771.000000 Penalty: 13152.271484
	Iteration 4Q: 3 clusters Score -7969771 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -7970513.500000 Penalty: 13152.271484
	Iteration 5Q: 3 clusters Score -7970514 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -7971339.000000 Penalty: 13152.271484
	Iteration 6Q: 3 clusters Score -7971339 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -7972377.000000 Penalty: 13152.271484
	Iteration 7Q: 3 clusters Score -7972377 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -7973599.500000 Penalty: 13152.271484
	Iteration 8Q: 3 clusters Score -7973600 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -7974939.000000 Penalty: 13152.271484
	Iteration 9Q: 3 clusters Score -7974939 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -7976408.500000 Penalty: 13152.271484
	Iteration 10F: 3 clusters Score -7976408 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25279 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -7977879.500000 Penalty: 13152.271484
	Iteration 11F: 3 clusters Score -7977880 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26659 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -7979246.000000 Penalty: 13152.271484
	Iteration 12F: 3 clusters Score -7979246 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28170 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -7980439.500000 Penalty: 13152.271484
	Iteration 13Q: 3 clusters Score -7980440 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29675 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -7981411.000000 Penalty: 13152.271484
	Iteration 14Q: 3 clusters Score -7981411 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31172 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -7982273.500000 Penalty: 13152.271484
	Iteration 15Q: 3 clusters Score -7982274 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32554 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -7982971.500000 Penalty: 13152.271484
	Iteration 16Q: 3 clusters Score -7982972 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33863 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -7983584.500000 Penalty: 13152.271484
	Iteration 17Q: 3 clusters Score -7983584 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35041 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -7984127.500000 Penalty: 13152.271484
	Iteration 18Q: 3 clusters Score -7984128 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36218 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -7984711.000000 Penalty: 13152.271484
	Iteration 19Q: 3 clusters Score -7984711 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37290 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -7985222.500000 Penalty: 13152.271484
	Iteration 20F: 3 clusters Score -7985222 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38251 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -7985673.000000 Penalty: 13152.271484
	Iteration 21Q: 3 clusters Score -7985673 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39091 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -7986056.000000 Penalty: 13152.271484
	Iteration 22Q: 3 clusters Score -7986056 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39810 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -7986355.000000 Penalty: 13152.271484
	Iteration 23Q: 3 clusters Score -7986355 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40414 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -7986632.500000 Penalty: 13152.271484
	Iteration 24Q: 3 clusters Score -7986632 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40884 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -7986812.000000 Penalty: 13152.271484
	Iteration 25Q: 3 clusters Score -7986812 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41296 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -7986944.500000 Penalty: 13152.271484
	Iteration 26Q: 3 clusters Score -7986944 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41632 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -7987104.000000 Penalty: 13152.271484
	Iteration 27Q: 3 clusters Score -7987104 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41873 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -7987206.500000 Penalty: 13152.271484
	Iteration 28Q: 3 clusters Score -7987206 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42070 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -7987245.000000 Penalty: 13152.271484
	Iteration 29Q: 3 clusters Score -7987245 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42230 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -7987273.500000 Penalty: 13152.271484
	Iteration 30Q: 3 clusters Score -7987274 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42371 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -7987336.500000 Penalty: 13152.271484
	Iteration 31Q: 3 clusters Score -7987336 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42467 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -7987381.500000 Penalty: 13152.271484
	Iteration 32Q: 3 clusters Score -7987382 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42535 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -7987396.500000 Penalty: 13152.271484
	Iteration 33Q: 3 clusters Score -7987396 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42605 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -7987438.000000 Penalty: 13152.271484
	Iteration 34Q: 3 clusters Score -7987438 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42665 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -7987431.500000 Penalty: 13152.271484
	Iteration 35Q: 3 clusters Score -7987432 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42715 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -7987429.000000 Penalty: 13152.271484
	Iteration 36Q: 3 clusters Score -7987429 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42756 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -7987454.000000 Penalty: 13152.271484
	Iteration 37Q: 3 clusters Score -7987454 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42788 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -7987460.500000 Penalty: 13152.271484
	Iteration 38Q: 3 clusters Score -7987460 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42817 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -7987477.500000 Penalty: 13152.271484
	Iteration 39Q: 3 clusters Score -7987478 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42842 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -7987480.500000 Penalty: 13152.271484
	Iteration 40F: 3 clusters Score -7987480 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42862 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -7987490.000000 Penalty: 13152.271484
	Iteration 41Q: 3 clusters Score -7987490 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42886 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -7987490.000000 Penalty: 13152.271484
	Iteration 42Q: 3 clusters Score -7987490 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42902 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -7987501.500000 Penalty: 13152.271484
	Iteration 43Q: 3 clusters Score -7987502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42910 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -7987501.500000 Penalty: 13152.271484
	Iteration 44Q: 3 clusters Score -7987502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42920 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -7987507.000000 Penalty: 13152.271484
	Iteration 45Q: 3 clusters Score -7987507 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42928 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -7987504.000000 Penalty: 13152.271484
	Iteration 46Q: 3 clusters Score -7987504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42938 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -7987493.000000 Penalty: 13152.271484
	Iteration 47Q: 3 clusters Score -7987493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42942 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -7987499.500000 Penalty: 13152.271484
	Iteration 48Q: 3 clusters Score -7987500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42946 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -7987506.500000 Penalty: 13152.271484
	Iteration 49Q: 3 clusters Score -7987506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42949 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -7987502.500000 Penalty: 13152.271484
	Iteration 50Q: 3 clusters Score -7987502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42953 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -7987496.000000 Penalty: 13152.271484
	Iteration 51Q: 3 clusters Score -7987496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42960 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -7987487.000000 Penalty: 13152.271484
	Iteration 52Q: 3 clusters Score -7987487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42965 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -7987495.000000 Penalty: 13152.271484
	Iteration 53Q: 3 clusters Score -7987495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42968 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -7987494.000000 Penalty: 13152.271484
	Iteration 54Q: 3 clusters Score -7987494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42971 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -7987498.000000 Penalty: 13152.271484
	Iteration 55Q: 3 clusters Score -7987498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42975 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -7987496.000000 Penalty: 13152.271484
	Iteration 56Q: 3 clusters Score -7987496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42979 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -7987498.000000 Penalty: 13152.271484
	Iteration 57Q: 3 clusters Score -7987498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42981 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -7987505.500000 Penalty: 13152.271484
	Iteration 58Q: 3 clusters Score -7987506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42984 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -7987499.500000 Penalty: 13152.271484
	Iteration 59Q: 3 clusters Score -7987500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42986 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -7987502.500000 Penalty: 13152.271484
	Iteration 60F: 3 clusters Score -7987502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42988 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -7987496.000000 Penalty: 13152.271484
	Iteration 61Q: 3 clusters Score -7987496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42991 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -7987499.500000 Penalty: 13152.271484
	Iteration 62Q: 3 clusters Score -7987500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42992 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -7987497.000000 Penalty: 13152.271484
	Iteration 63Q: 3 clusters Score -7987497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42991 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -7987499.500000 Penalty: 13152.271484
	Iteration 64Q: 3 clusters Score -7987500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42991 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -7987499.500000 Penalty: 13152.271484
	Iteration 65F: 3 clusters Score -7987500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Entering Unmasked Estep 
Score: -1725857.000000 Penalty: 5669.055664
	Iteration 0F: 2 clusters Score -1725857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1715346.875000 Penalty: 11338.111328
	Iteration 0F: 3 clusters Score -1715347 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1717599.000000 Penalty: 11338.111328
	Iteration 1F: 3 clusters Score -1717599 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1718007.125000 Penalty: 11338.111328
	Iteration 2F: 3 clusters Score -1718007 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1718343.500000 Penalty: 11338.111328
	Iteration 3Q: 3 clusters Score -1718344 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1718683.375000 Penalty: 11338.111328
	Iteration 4Q: 3 clusters Score -1718683 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1719027.625000 Penalty: 11338.111328
	Iteration 5Q: 3 clusters Score -1719028 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1719373.375000 Penalty: 11338.111328
	Iteration 6Q: 3 clusters Score -1719373 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1719640.250000 Penalty: 11338.111328
	Iteration 7Q: 3 clusters Score -1719640 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1719860.125000 Penalty: 11338.111328
	Iteration 8Q: 3 clusters Score -1719860 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1720076.250000 Penalty: 11338.111328
	Iteration 9Q: 3 clusters Score -1720076 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1720256.000000 Penalty: 11338.111328
	Iteration 10Q: 3 clusters Score -1720256 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1720413.875000 Penalty: 11338.111328
	Iteration 11Q: 3 clusters Score -1720414 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1720571.250000 Penalty: 11338.111328
	Iteration 12Q: 3 clusters Score -1720571 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1720708.875000 Penalty: 11338.111328
	Iteration 13Q: 3 clusters Score -1720709 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1720830.500000 Penalty: 11338.111328
	Iteration 14Q: 3 clusters Score -1720830 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1720931.500000 Penalty: 11338.111328
	Iteration 15Q: 3 clusters Score -1720932 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1721031.750000 Penalty: 11338.111328
	Iteration 16Q: 3 clusters Score -1721032 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1721127.125000 Penalty: 11338.111328
	Iteration 17Q: 3 clusters Score -1721127 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1721215.250000 Penalty: 11338.111328
	Iteration 18Q: 3 clusters Score -1721215 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1721309.750000 Penalty: 11338.111328
	Iteration 19Q: 3 clusters Score -1721310 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1721382.125000 Penalty: 11338.111328
	Iteration 20F: 3 clusters Score -1721382 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1721446.125000 Penalty: 11338.111328
	Iteration 21Q: 3 clusters Score -1721446 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1721497.250000 Penalty: 11338.111328
	Iteration 22Q: 3 clusters Score -1721497 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1721545.625000 Penalty: 11338.111328
	Iteration 23Q: 3 clusters Score -1721546 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1721584.375000 Penalty: 11338.111328
	Iteration 24Q: 3 clusters Score -1721584 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1721613.500000 Penalty: 11338.111328
	Iteration 25Q: 3 clusters Score -1721614 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1721642.125000 Penalty: 11338.111328
	Iteration 26Q: 3 clusters Score -1721642 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1721663.875000 Penalty: 11338.111328
	Iteration 27Q: 3 clusters Score -1721664 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1721685.750000 Penalty: 11338.111328
	Iteration 28Q: 3 clusters Score -1721686 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1721707.375000 Penalty: 11338.111328
	Iteration 29Q: 3 clusters Score -1721707 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1721731.375000 Penalty: 11338.111328
	Iteration 30Q: 3 clusters Score -1721731 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1721749.000000 Penalty: 11338.111328
	Iteration 31Q: 3 clusters Score -1721749 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1721772.625000 Penalty: 11338.111328
	Iteration 32Q: 3 clusters Score -1721773 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1721784.875000 Penalty: 11338.111328
	Iteration 33Q: 3 clusters Score -1721785 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1721803.125000 Penalty: 11338.111328
	Iteration 34Q: 3 clusters Score -1721803 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1721809.500000 Penalty: 11338.111328
	Iteration 35Q: 3 clusters Score -1721810 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1721817.750000 Penalty: 11338.111328
	Iteration 36Q: 3 clusters Score -1721818 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1721823.500000 Penalty: 11338.111328
	Iteration 37Q: 3 clusters Score -1721824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1721834.125000 Penalty: 11338.111328
	Iteration 38Q: 3 clusters Score -1721834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1721841.750000 Penalty: 11338.111328
	Iteration 39Q: 3 clusters Score -1721842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1721842.875000 Penalty: 11338.111328
	Iteration 40F: 3 clusters Score -1721843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1721844.125000 Penalty: 11338.111328
	Iteration 41Q: 3 clusters Score -1721844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1721849.625000 Penalty: 11338.111328
	Iteration 42Q: 3 clusters Score -1721850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1721847.250000 Penalty: 11338.111328
	Iteration 43Q: 3 clusters Score -1721847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1721849.875000 Penalty: 11338.111328
	Iteration 44Q: 3 clusters Score -1721850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1721853.750000 Penalty: 11338.111328
	Iteration 45Q: 3 clusters Score -1721854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1721854.625000 Penalty: 11338.111328
	Iteration 46Q: 3 clusters Score -1721855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1721858.250000 Penalty: 11338.111328
	Iteration 47Q: 3 clusters Score -1721858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1721859.750000 Penalty: 11338.111328
	Iteration 48Q: 3 clusters Score -1721860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1721863.250000 Penalty: 11338.111328
	Iteration 49Q: 3 clusters Score -1721863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1721865.000000 Penalty: 11338.111328
	Iteration 50Q: 3 clusters Score -1721865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1721867.625000 Penalty: 11338.111328
	Iteration 51Q: 3 clusters Score -1721868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1721870.500000 Penalty: 11338.111328
	Iteration 52Q: 3 clusters Score -1721870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1721874.750000 Penalty: 11338.111328
	Iteration 53Q: 3 clusters Score -1721875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1721872.375000 Penalty: 11338.111328
	Iteration 54Q: 3 clusters Score -1721872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1721879.250000 Penalty: 11338.111328
	Iteration 55Q: 3 clusters Score -1721879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1721880.375000 Penalty: 11338.111328
	Iteration 56Q: 3 clusters Score -1721880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1721883.875000 Penalty: 11338.111328
	Iteration 57Q: 3 clusters Score -1721884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1721887.875000 Penalty: 11338.111328
	Iteration 58Q: 3 clusters Score -1721888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1721892.500000 Penalty: 11338.111328
	Iteration 59Q: 3 clusters Score -1721892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1721892.125000 Penalty: 11338.111328
	Iteration 60F: 3 clusters Score -1721892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1721890.125000 Penalty: 11338.111328
	Iteration 61Q: 3 clusters Score -1721890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1721898.500000 Penalty: 11338.111328
	Iteration 62Q: 3 clusters Score -1721898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1721896.500000 Penalty: 11338.111328
	Iteration 63Q: 3 clusters Score -1721896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1721898.875000 Penalty: 11338.111328
	Iteration 64Q: 3 clusters Score -1721899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1721903.375000 Penalty: 11338.111328
	Iteration 65Q: 3 clusters Score -1721903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1721904.125000 Penalty: 11338.111328
	Iteration 66Q: 3 clusters Score -1721904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1721907.000000 Penalty: 11338.111328
	Iteration 67Q: 3 clusters Score -1721907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1721907.375000 Penalty: 11338.111328
	Iteration 68Q: 3 clusters Score -1721907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1721907.750000 Penalty: 11338.111328
	Iteration 69Q: 3 clusters Score -1721908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1721914.500000 Penalty: 11338.111328
	Iteration 70Q: 3 clusters Score -1721914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1721913.625000 Penalty: 11338.111328
	Iteration 71Q: 3 clusters Score -1721914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1721917.500000 Penalty: 11338.111328
	Iteration 72Q: 3 clusters Score -1721918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1721916.500000 Penalty: 11338.111328
	Iteration 73Q: 3 clusters Score -1721916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1721918.875000 Penalty: 11338.111328
	Iteration 74Q: 3 clusters Score -1721919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1721922.125000 Penalty: 11338.111328
	Iteration 75Q: 3 clusters Score -1721922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1721918.750000 Penalty: 11338.111328
	Iteration 76Q: 3 clusters Score -1721919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1721921.375000 Penalty: 11338.111328
	Iteration 77Q: 3 clusters Score -1721921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1721925.625000 Penalty: 11338.111328
	Iteration 78Q: 3 clusters Score -1721926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1721925.000000 Penalty: 11338.111328
	Iteration 79Q: 3 clusters Score -1721925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1721930.125000 Penalty: 11338.111328
	Iteration 80F: 3 clusters Score -1721930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1721934.375000 Penalty: 11338.111328
	Iteration 81Q: 3 clusters Score -1721934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1721935.750000 Penalty: 11338.111328
	Iteration 82Q: 3 clusters Score -1721936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1721941.000000 Penalty: 11338.111328
	Iteration 83Q: 3 clusters Score -1721941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1721943.250000 Penalty: 11338.111328
	Iteration 84Q: 3 clusters Score -1721943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1721945.625000 Penalty: 11338.111328
	Iteration 85Q: 3 clusters Score -1721946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1721942.750000 Penalty: 11338.111328
	Iteration 86Q: 3 clusters Score -1721943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1721944.375000 Penalty: 11338.111328
	Iteration 87Q: 3 clusters Score -1721944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1721944.375000 Penalty: 11338.111328
	Iteration 88F: 3 clusters Score -1721944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (20553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Entering Unmasked Estep 
Score: -3570109.000000 Penalty: 6082.591797
	Iteration 0F: 2 clusters Score -3570109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -3553265.250000 Penalty: 12165.183594
	Iteration 0F: 3 clusters Score -3553265 nChanged 8265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -3557668.250000 Penalty: 12165.183594
	Iteration 1F: 3 clusters Score -3557668 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -3558293.750000 Penalty: 12165.183594
	Iteration 2F: 3 clusters Score -3558294 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -3558687.000000 Penalty: 12165.183594
	Iteration 3Q: 3 clusters Score -3558687 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -3558990.750000 Penalty: 12165.183594
	Iteration 4Q: 3 clusters Score -3558991 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -3559209.750000 Penalty: 12165.183594
	Iteration 5Q: 3 clusters Score -3559210 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -3559420.750000 Penalty: 12165.183594
	Iteration 6Q: 3 clusters Score -3559421 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -3559628.750000 Penalty: 12165.183594
	Iteration 7Q: 3 clusters Score -3559629 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -3559850.000000 Penalty: 12165.183594
	Iteration 8Q: 3 clusters Score -3559850 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -3560101.250000 Penalty: 12165.183594
	Iteration 9Q: 3 clusters Score -3560101 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -3560364.000000 Penalty: 12165.183594
	Iteration 10Q: 3 clusters Score -3560364 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -3560635.250000 Penalty: 12165.183594
	Iteration 11Q: 3 clusters Score -3560635 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -3560966.500000 Penalty: 12165.183594
	Iteration 12Q: 3 clusters Score -3560966 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -3561331.250000 Penalty: 12165.183594
	Iteration 13Q: 3 clusters Score -3561331 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -3561736.250000 Penalty: 12165.183594
	Iteration 14Q: 3 clusters Score -3561736 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -3562191.250000 Penalty: 12165.183594
	Iteration 15Q: 3 clusters Score -3562191 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -3562609.000000 Penalty: 12165.183594
	Iteration 16Q: 3 clusters Score -3562609 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -3562976.000000 Penalty: 12165.183594
	Iteration 17Q: 3 clusters Score -3562976 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -3563308.750000 Penalty: 12165.183594
	Iteration 18Q: 3 clusters Score -3563309 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -3563609.500000 Penalty: 12165.183594
	Iteration 19Q: 3 clusters Score -3563610 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -3563865.000000 Penalty: 12165.183594
	Iteration 20F: 3 clusters Score -3563865 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -3564071.500000 Penalty: 12165.183594
	Iteration 21Q: 3 clusters Score -3564072 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -3564235.750000 Penalty: 12165.183594
	Iteration 22Q: 3 clusters Score -3564236 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -3564393.750000 Penalty: 12165.183594
	Iteration 23Q: 3 clusters Score -3564394 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -3564519.000000 Penalty: 12165.183594
	Iteration 24Q: 3 clusters Score -3564519 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -3564676.000000 Penalty: 12165.183594
	Iteration 25Q: 3 clusters Score -3564676 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -3564804.000000 Penalty: 12165.183594
	Iteration 26Q: 3 clusters Score -3564804 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -3564928.500000 Penalty: 12165.183594
	Iteration 27Q: 3 clusters Score -3564928 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -3565001.750000 Penalty: 12165.183594
	Iteration 28Q: 3 clusters Score -3565002 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -3565051.500000 Penalty: 12165.183594
	Iteration 29Q: 3 clusters Score -3565052 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -3565073.750000 Penalty: 12165.183594
	Iteration 30Q: 3 clusters Score -3565074 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -3565100.750000 Penalty: 12165.183594
	Iteration 31Q: 3 clusters Score -3565101 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -3565128.000000 Penalty: 12165.183594
	Iteration 32Q: 3 clusters Score -3565128 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -3565152.250000 Penalty: 12165.183594
	Iteration 33Q: 3 clusters Score -3565152 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -3565169.500000 Penalty: 12165.183594
	Iteration 34Q: 3 clusters Score -3565170 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -3565179.750000 Penalty: 12165.183594
	Iteration 35Q: 3 clusters Score -3565180 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -3565185.000000 Penalty: 12165.183594
	Iteration 36Q: 3 clusters Score -3565185 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -3565193.500000 Penalty: 12165.183594
	Iteration 37Q: 3 clusters Score -3565194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -3565203.750000 Penalty: 12165.183594
	Iteration 38Q: 3 clusters Score -3565204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -3565216.000000 Penalty: 12165.183594
	Iteration 39Q: 3 clusters Score -3565216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -3565224.000000 Penalty: 12165.183594
	Iteration 40F: 3 clusters Score -3565224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -3565232.750000 Penalty: 12165.183594
	Iteration 41Q: 3 clusters Score -3565233 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -3565241.500000 Penalty: 12165.183594
	Iteration 42Q: 3 clusters Score -3565242 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -3565259.500000 Penalty: 12165.183594
	Iteration 43Q: 3 clusters Score -3565260 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -3565259.250000 Penalty: 12165.183594
	Iteration 44Q: 3 clusters Score -3565259 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -3565269.250000 Penalty: 12165.183594
	Iteration 45Q: 3 clusters Score -3565269 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -3565274.000000 Penalty: 12165.183594
	Iteration 46Q: 3 clusters Score -3565274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -3565283.000000 Penalty: 12165.183594
	Iteration 47Q: 3 clusters Score -3565283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -3565290.750000 Penalty: 12165.183594
	Iteration 48Q: 3 clusters Score -3565291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -3565287.250000 Penalty: 12165.183594
	Iteration 49Q: 3 clusters Score -3565287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -3565287.000000 Penalty: 12165.183594
	Iteration 50Q: 3 clusters Score -3565287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -3565292.250000 Penalty: 12165.183594
	Iteration 51Q: 3 clusters Score -3565292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -3565291.750000 Penalty: 12165.183594
	Iteration 52Q: 3 clusters Score -3565292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -3565301.750000 Penalty: 12165.183594
	Iteration 53Q: 3 clusters Score -3565302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -3565299.250000 Penalty: 12165.183594
	Iteration 54Q: 3 clusters Score -3565299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -3565301.000000 Penalty: 12165.183594
	Iteration 55Q: 3 clusters Score -3565301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -3565304.750000 Penalty: 12165.183594
	Iteration 56Q: 3 clusters Score -3565305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -3565304.000000 Penalty: 12165.183594
	Iteration 57Q: 3 clusters Score -3565304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -3565302.000000 Penalty: 12165.183594
	Iteration 58Q: 3 clusters Score -3565302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -3565302.000000 Penalty: 12165.183594
	Iteration 59F: 3 clusters Score -3565302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Entering Unmasked Estep 
Score: -137497.328125 Penalty: 4159.623047
	Iteration 0F: 2 clusters Score -137497.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -133528.015625 Penalty: 8319.246094
	Iteration 0F: 3 clusters Score -133528 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -133852.296875 Penalty: 8319.246094
	Iteration 1F: 3 clusters Score -133852.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -134072.890625 Penalty: 8319.246094
	Iteration 2Q: 3 clusters Score -134072.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -134179.093750 Penalty: 8319.246094
	Iteration 3Q: 3 clusters Score -134179.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -134224.546875 Penalty: 8319.246094
	Iteration 4Q: 3 clusters Score -134224.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -134235.437500 Penalty: 8319.246094
	Iteration 5Q: 3 clusters Score -134235.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -134239.703125 Penalty: 8319.246094
	Iteration 6Q: 3 clusters Score -134239.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -134242.296875 Penalty: 8319.246094
	Iteration 7Q: 3 clusters Score -134242.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -134244.921875 Penalty: 8319.246094
	Iteration 8Q: 3 clusters Score -134244.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -134244.921875 Penalty: 8319.246094
	Iteration 9F: 3 clusters Score -134244.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Entering Unmasked Estep 
Score: -217891.656250 Penalty: 4437.089355
	Iteration 0F: 2 clusters Score -217891.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -213464.062500 Penalty: 8874.178711
	Iteration 0F: 3 clusters Score -213464.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -214234.250000 Penalty: 8874.178711
	Iteration 1F: 3 clusters Score -214234.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -214780.750000 Penalty: 8874.178711
	Iteration 2F: 3 clusters Score -214780.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -215705.187500 Penalty: 8874.178711
	Iteration 3F: 3 clusters Score -215705.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -216663.937500 Penalty: 8874.178711
	Iteration 4F: 3 clusters Score -216663.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -217656.250000 Penalty: 8874.178711
	Iteration 5F: 3 clusters Score -217656.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -219123.562500 Penalty: 8874.178711
	Iteration 6Q: 3 clusters Score -219123.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -219357.093750 Penalty: 8874.178711
	Iteration 7Q: 3 clusters Score -219357.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -219481.687500 Penalty: 8874.178711
	Iteration 8Q: 3 clusters Score -219481.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -219513.671875 Penalty: 8874.178711
	Iteration 9Q: 3 clusters Score -219513.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -219513.671875 Penalty: 8874.178711
	Iteration 10F: 3 clusters Score -219513.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214099 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7240 members 
Mstep: Class 5 contains 25483 members 
Mstep: Class 6 contains 46007 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 20553 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1114 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 523014 members 
Mstep: Class 15 contains 23346 members 
Mstep: Class 16 contains 48243 members 
Mstep: Class 17 contains 308949 members 
Mstep: Class 18 contains 28246 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93646 members 
Mstep: Class 22 contains 286 members 
Entering Unmasked Estep 
Score: -233345968.000000 Penalty: 190448.093750
Splitting cluster 10 changes total score from -233349264.000000 to -233345968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (14650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Entering Unmasked Estep 
Score: -2406330.000000 Penalty: 5875.219727
	Iteration 0F: 2 clusters Score -2406330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -2393140.750000 Penalty: 11750.439453
	Iteration 0F: 3 clusters Score -2393141 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -2396222.500000 Penalty: 11750.439453
	Iteration 1F: 3 clusters Score -2396222 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -2396759.500000 Penalty: 11750.439453
	Iteration 2F: 3 clusters Score -2396760 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -2397089.250000 Penalty: 11750.439453
	Iteration 3Q: 3 clusters Score -2397089 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -2397314.500000 Penalty: 11750.439453
	Iteration 4Q: 3 clusters Score -2397314 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -2397482.000000 Penalty: 11750.439453
	Iteration 5Q: 3 clusters Score -2397482 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -2397607.750000 Penalty: 11750.439453
	Iteration 6Q: 3 clusters Score -2397608 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -2397743.000000 Penalty: 11750.439453
	Iteration 7Q: 3 clusters Score -2397743 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -2397876.000000 Penalty: 11750.439453
	Iteration 8Q: 3 clusters Score -2397876 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -2397997.000000 Penalty: 11750.439453
	Iteration 9Q: 3 clusters Score -2397997 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -2398113.750000 Penalty: 11750.439453
	Iteration 10Q: 3 clusters Score -2398114 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -2398270.000000 Penalty: 11750.439453
	Iteration 11Q: 3 clusters Score -2398270 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -2398424.000000 Penalty: 11750.439453
	Iteration 12Q: 3 clusters Score -2398424 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -2398614.250000 Penalty: 11750.439453
	Iteration 13Q: 3 clusters Score -2398614 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -2398800.500000 Penalty: 11750.439453
	Iteration 14Q: 3 clusters Score -2398800 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -2399014.250000 Penalty: 11750.439453
	Iteration 15Q: 3 clusters Score -2399014 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -2399235.250000 Penalty: 11750.439453
	Iteration 16Q: 3 clusters Score -2399235 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -2399443.250000 Penalty: 11750.439453
	Iteration 17Q: 3 clusters Score -2399443 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -2399662.500000 Penalty: 11750.439453
	Iteration 18Q: 3 clusters Score -2399662 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -2399909.750000 Penalty: 11750.439453
	Iteration 19Q: 3 clusters Score -2399910 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -2400119.000000 Penalty: 11750.439453
	Iteration 20F: 3 clusters Score -2400119 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -2400301.000000 Penalty: 11750.439453
	Iteration 21Q: 3 clusters Score -2400301 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2400460.750000 Penalty: 11750.439453
	Iteration 22Q: 3 clusters Score -2400461 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2400606.500000 Penalty: 11750.439453
	Iteration 23Q: 3 clusters Score -2400606 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2400746.500000 Penalty: 11750.439453
	Iteration 24Q: 3 clusters Score -2400746 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2400839.500000 Penalty: 11750.439453
	Iteration 25Q: 3 clusters Score -2400840 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2400939.250000 Penalty: 11750.439453
	Iteration 26Q: 3 clusters Score -2400939 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2401053.250000 Penalty: 11750.439453
	Iteration 27Q: 3 clusters Score -2401053 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2401145.750000 Penalty: 11750.439453
	Iteration 28Q: 3 clusters Score -2401146 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2401199.500000 Penalty: 11750.439453
	Iteration 29Q: 3 clusters Score -2401200 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2401238.750000 Penalty: 11750.439453
	Iteration 30Q: 3 clusters Score -2401239 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2401285.500000 Penalty: 11750.439453
	Iteration 31Q: 3 clusters Score -2401286 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2401325.750000 Penalty: 11750.439453
	Iteration 32Q: 3 clusters Score -2401326 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2401354.500000 Penalty: 11750.439453
	Iteration 33Q: 3 clusters Score -2401354 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2401385.750000 Penalty: 11750.439453
	Iteration 34Q: 3 clusters Score -2401386 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2401398.500000 Penalty: 11750.439453
	Iteration 35Q: 3 clusters Score -2401398 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2401419.750000 Penalty: 11750.439453
	Iteration 36Q: 3 clusters Score -2401420 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2401441.000000 Penalty: 11750.439453
	Iteration 37Q: 3 clusters Score -2401441 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2401459.250000 Penalty: 11750.439453
	Iteration 38Q: 3 clusters Score -2401459 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2401478.250000 Penalty: 11750.439453
	Iteration 39Q: 3 clusters Score -2401478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2401490.500000 Penalty: 11750.439453
	Iteration 40F: 3 clusters Score -2401490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2401499.750000 Penalty: 11750.439453
	Iteration 41Q: 3 clusters Score -2401500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2401512.750000 Penalty: 11750.439453
	Iteration 42Q: 3 clusters Score -2401513 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2401517.500000 Penalty: 11750.439453
	Iteration 43Q: 3 clusters Score -2401518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2401526.250000 Penalty: 11750.439453
	Iteration 44Q: 3 clusters Score -2401526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2401526.500000 Penalty: 11750.439453
	Iteration 45Q: 3 clusters Score -2401526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2401529.250000 Penalty: 11750.439453
	Iteration 46Q: 3 clusters Score -2401529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2401530.000000 Penalty: 11750.439453
	Iteration 47Q: 3 clusters Score -2401530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2401531.250000 Penalty: 11750.439453
	Iteration 48Q: 3 clusters Score -2401531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2401531.250000 Penalty: 11750.439453
	Iteration 49F: 3 clusters Score -2401531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Entering Unmasked Estep 
Score: -250436.531250 Penalty: 4503.762695
	Iteration 0F: 2 clusters Score -250436.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -245745.078125 Penalty: 9007.525391
	Iteration 0F: 3 clusters Score -245745.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -246279.203125 Penalty: 9007.525391
	Iteration 1F: 3 clusters Score -246279.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -246513.515625 Penalty: 9007.525391
	Iteration 2F: 3 clusters Score -246513.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -246625.843750 Penalty: 9007.525391
	Iteration 3Q: 3 clusters Score -246625.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -246685.531250 Penalty: 9007.525391
	Iteration 4Q: 3 clusters Score -246685.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -246706.078125 Penalty: 9007.525391
	Iteration 5Q: 3 clusters Score -246706.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -246721.781250 Penalty: 9007.525391
	Iteration 6Q: 3 clusters Score -246721.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -246730.921875 Penalty: 9007.525391
	Iteration 7Q: 3 clusters Score -246730.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -246737.546875 Penalty: 9007.525391
	Iteration 8Q: 3 clusters Score -246737.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -246746.671875 Penalty: 9007.525391
	Iteration 9Q: 3 clusters Score -246746.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -246750.390625 Penalty: 9007.525391
	Iteration 10Q: 3 clusters Score -246750.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -246750.390625 Penalty: 9007.525391
	Iteration 11F: 3 clusters Score -246750.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Entering Unmasked Estep 
Score: -225536.671875 Penalty: 4461.532715
	Iteration 0F: 2 clusters Score -225536.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -220992.000000 Penalty: 8923.065430
	Iteration 0F: 3 clusters Score -220992 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -221615.687500 Penalty: 8923.065430
	Iteration 1F: 3 clusters Score -221615.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -221889.687500 Penalty: 8923.065430
	Iteration 2F: 3 clusters Score -221889.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -222045.421875 Penalty: 8923.065430
	Iteration 3Q: 3 clusters Score -222045.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -222161.687500 Penalty: 8923.065430
	Iteration 4Q: 3 clusters Score -222161.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -222214.593750 Penalty: 8923.065430
	Iteration 5Q: 3 clusters Score -222214.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -222267.421875 Penalty: 8923.065430
	Iteration 6Q: 3 clusters Score -222267.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -222344.218750 Penalty: 8923.065430
	Iteration 7Q: 3 clusters Score -222344.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -222412.875000 Penalty: 8923.065430
	Iteration 8Q: 3 clusters Score -222412.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -222478.484375 Penalty: 8923.065430
	Iteration 9Q: 3 clusters Score -222478.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -222528.312500 Penalty: 8923.065430
	Iteration 10Q: 3 clusters Score -222528.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -222561.406250 Penalty: 8923.065430
	Iteration 11Q: 3 clusters Score -222561.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -222604.828125 Penalty: 8923.065430
	Iteration 12Q: 3 clusters Score -222604.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -222652.953125 Penalty: 8923.065430
	Iteration 13Q: 3 clusters Score -222653 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -222706.359375 Penalty: 8923.065430
	Iteration 14Q: 3 clusters Score -222706.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -222781.734375 Penalty: 8923.065430
	Iteration 15Q: 3 clusters Score -222781.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -222837.484375 Penalty: 8923.065430
	Iteration 16Q: 3 clusters Score -222837.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -222874.671875 Penalty: 8923.065430
	Iteration 17Q: 3 clusters Score -222874.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -222944.156250 Penalty: 8923.065430
	Iteration 18Q: 3 clusters Score -222944.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -222997.062500 Penalty: 8923.065430
	Iteration 19Q: 3 clusters Score -222997.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -223038.437500 Penalty: 8923.065430
	Iteration 20F: 3 clusters Score -223038.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -223070.406250 Penalty: 8923.065430
	Iteration 21Q: 3 clusters Score -223070.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -223083.625000 Penalty: 8923.065430
	Iteration 22Q: 3 clusters Score -223083.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -223087.375000 Penalty: 8923.065430
	Iteration 23Q: 3 clusters Score -223087.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -223093.171875 Penalty: 8923.065430
	Iteration 24Q: 3 clusters Score -223093.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -223097.500000 Penalty: 8923.065430
	Iteration 25Q: 3 clusters Score -223097.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -223099.343750 Penalty: 8923.065430
	Iteration 26Q: 3 clusters Score -223099.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -223101.421875 Penalty: 8923.065430
	Iteration 27Q: 3 clusters Score -223101.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -223104.843750 Penalty: 8923.065430
	Iteration 28Q: 3 clusters Score -223104.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -223106.390625 Penalty: 8923.065430
	Iteration 29Q: 3 clusters Score -223106.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -223109.500000 Penalty: 8923.065430
	Iteration 30Q: 3 clusters Score -223109.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -223111.531250 Penalty: 8923.065430
	Iteration 31Q: 3 clusters Score -223111.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -223111.531250 Penalty: 8923.065430
	Iteration 32F: 3 clusters Score -223111.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (523014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523014 members 
Entering Unmasked Estep 
Score: -89764832.000000 Penalty: 8065.009766
	Iteration 0F: 2 clusters Score -8.976483e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261506 members 
Mstep: Class 2 contains 261508 members 
Entering Unmasked Estep 
Score: -89441448.000000 Penalty: 16130.019531
	Iteration 0F: 3 clusters Score -8.944145e+07 nChanged 251187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260823 members 
Mstep: Class 2 contains 262191 members 
Entering Unmasked Estep 
Score: -89590256.000000 Penalty: 16130.019531
	Iteration 1F: 3 clusters Score -8.959026e+07 nChanged 12216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260109 members 
Mstep: Class 2 contains 262905 members 
Entering Unmasked Estep 
Score: -89592064.000000 Penalty: 16130.019531
	Iteration 2Q: 3 clusters Score -8.959206e+07 nChanged 12881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259034 members 
Mstep: Class 2 contains 263980 members 
Entering Unmasked Estep 
Score: -89594816.000000 Penalty: 16130.019531
	Iteration 3Q: 3 clusters Score -8.959482e+07 nChanged 14148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257490 members 
Mstep: Class 2 contains 265524 members 
Entering Unmasked Estep 
Score: -89598304.000000 Penalty: 16130.019531
	Iteration 4Q: 3 clusters Score -8.95983e+07 nChanged 16083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255113 members 
Mstep: Class 2 contains 267901 members 
Entering Unmasked Estep 
Score: -89602712.000000 Penalty: 16130.019531
	Iteration 5Q: 3 clusters Score -8.960271e+07 nChanged 18656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251475 members 
Mstep: Class 2 contains 271539 members 
Entering Unmasked Estep 
Score: -89608968.000000 Penalty: 16130.019531
	Iteration 6Q: 3 clusters Score -8.960897e+07 nChanged 21971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246094 members 
Mstep: Class 2 contains 276920 members 
Entering Unmasked Estep 
Score: -89617496.000000 Penalty: 16130.019531
	Iteration 7Q: 3 clusters Score -8.96175e+07 nChanged 25599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238433 members 
Mstep: Class 2 contains 284581 members 
Entering Unmasked Estep 
Score: -89628416.000000 Penalty: 16130.019531
	Iteration 8Q: 3 clusters Score -8.962842e+07 nChanged 28463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228372 members 
Mstep: Class 2 contains 294642 members 
Entering Unmasked Estep 
Score: -89642744.000000 Penalty: 16130.019531
	Iteration 9F: 3 clusters Score -8.964274e+07 nChanged 30083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216515 members 
Mstep: Class 2 contains 306499 members 
Entering Unmasked Estep 
Score: -89658152.000000 Penalty: 16130.019531
	Iteration 10F: 3 clusters Score -8.965815e+07 nChanged 29603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204074 members 
Mstep: Class 2 contains 318940 members 
Entering Unmasked Estep 
Score: -89674056.000000 Penalty: 16130.019531
	Iteration 11F: 3 clusters Score -8.967406e+07 nChanged 26949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192289 members 
Mstep: Class 2 contains 330725 members 
Entering Unmasked Estep 
Score: -89692048.000000 Penalty: 16130.019531
	Iteration 12F: 3 clusters Score -8.969205e+07 nChanged 23300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181819 members 
Mstep: Class 2 contains 341195 members 
Entering Unmasked Estep 
Score: -89708960.000000 Penalty: 16130.019531
	Iteration 13Q: 3 clusters Score -8.970896e+07 nChanged 18550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172537 members 
Mstep: Class 2 contains 350477 members 
Entering Unmasked Estep 
Score: -89719936.000000 Penalty: 16130.019531
	Iteration 14Q: 3 clusters Score -8.971994e+07 nChanged 12945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163462 members 
Mstep: Class 2 contains 359552 members 
Entering Unmasked Estep 
Score: -89725400.000000 Penalty: 16130.019531
	Iteration 15Q: 3 clusters Score -8.97254e+07 nChanged 9759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154525 members 
Mstep: Class 2 contains 368489 members 
Entering Unmasked Estep 
Score: -89730032.000000 Penalty: 16130.019531
	Iteration 16Q: 3 clusters Score -8.973003e+07 nChanged 9090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145691 members 
Mstep: Class 2 contains 377323 members 
Entering Unmasked Estep 
Score: -89734184.000000 Penalty: 16130.019531
	Iteration 17Q: 3 clusters Score -8.973418e+07 nChanged 8750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137195 members 
Mstep: Class 2 contains 385819 members 
Entering Unmasked Estep 
Score: -89738432.000000 Penalty: 16130.019531
	Iteration 18Q: 3 clusters Score -8.973843e+07 nChanged 8482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128957 members 
Mstep: Class 2 contains 394057 members 
Entering Unmasked Estep 
Score: -89742512.000000 Penalty: 16130.019531
	Iteration 19Q: 3 clusters Score -8.974251e+07 nChanged 8018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121153 members 
Mstep: Class 2 contains 401861 members 
Entering Unmasked Estep 
Score: -89745816.000000 Penalty: 16130.019531
	Iteration 20F: 3 clusters Score -8.974582e+07 nChanged 7529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113764 members 
Mstep: Class 2 contains 409250 members 
Entering Unmasked Estep 
Score: -89748096.000000 Penalty: 16130.019531
	Iteration 21Q: 3 clusters Score -8.97481e+07 nChanged 7014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106826 members 
Mstep: Class 2 contains 416188 members 
Entering Unmasked Estep 
Score: -89750504.000000 Penalty: 16130.019531
	Iteration 22Q: 3 clusters Score -8.97505e+07 nChanged 6994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99844 members 
Mstep: Class 2 contains 423170 members 
Entering Unmasked Estep 
Score: -89752776.000000 Penalty: 16130.019531
	Iteration 23Q: 3 clusters Score -8.975278e+07 nChanged 6949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92897 members 
Mstep: Class 2 contains 430117 members 
Entering Unmasked Estep 
Score: -89754392.000000 Penalty: 16130.019531
	Iteration 24Q: 3 clusters Score -8.975439e+07 nChanged 6784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86113 members 
Mstep: Class 2 contains 436901 members 
Entering Unmasked Estep 
Score: -89756080.000000 Penalty: 16130.019531
	Iteration 25Q: 3 clusters Score -8.975608e+07 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79352 members 
Mstep: Class 2 contains 443662 members 
Entering Unmasked Estep 
Score: -89757392.000000 Penalty: 16130.019531
	Iteration 26Q: 3 clusters Score -8.975739e+07 nChanged 6802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72550 members 
Mstep: Class 2 contains 450464 members 
Entering Unmasked Estep 
Score: -89758184.000000 Penalty: 16130.019531
	Iteration 27Q: 3 clusters Score -8.975818e+07 nChanged 6789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65765 members 
Mstep: Class 2 contains 457249 members 
Entering Unmasked Estep 
Score: -89759152.000000 Penalty: 16130.019531
	Iteration 28Q: 3 clusters Score -8.975915e+07 nChanged 6689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59076 members 
Mstep: Class 2 contains 463938 members 
Entering Unmasked Estep 
Score: -89759312.000000 Penalty: 16130.019531
	Iteration 29Q: 3 clusters Score -8.975931e+07 nChanged 6167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52909 members 
Mstep: Class 2 contains 470105 members 
Entering Unmasked Estep 
Score: -89759024.000000 Penalty: 16130.019531
	Iteration 30Q: 3 clusters Score -8.975902e+07 nChanged 5602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47307 members 
Mstep: Class 2 contains 475707 members 
Entering Unmasked Estep 
Score: -89759168.000000 Penalty: 16130.019531
	Iteration 31Q: 3 clusters Score -8.975917e+07 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42163 members 
Mstep: Class 2 contains 480851 members 
Entering Unmasked Estep 
Score: -89759376.000000 Penalty: 16130.019531
	Iteration 32Q: 3 clusters Score -8.975938e+07 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37396 members 
Mstep: Class 2 contains 485618 members 
Entering Unmasked Estep 
Score: -89759032.000000 Penalty: 16130.019531
	Iteration 33Q: 3 clusters Score -8.975903e+07 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33220 members 
Mstep: Class 2 contains 489794 members 
Entering Unmasked Estep 
Score: -89758960.000000 Penalty: 16130.019531
	Iteration 34Q: 3 clusters Score -8.975896e+07 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29397 members 
Mstep: Class 2 contains 493617 members 
Entering Unmasked Estep 
Score: -89758624.000000 Penalty: 16130.019531
	Iteration 35Q: 3 clusters Score -8.975862e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26100 members 
Mstep: Class 2 contains 496914 members 
Entering Unmasked Estep 
Score: -89758464.000000 Penalty: 16130.019531
	Iteration 36Q: 3 clusters Score -8.975846e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 499790 members 
Entering Unmasked Estep 
Score: -89758232.000000 Penalty: 16130.019531
	Iteration 37Q: 3 clusters Score -8.975823e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 502313 members 
Entering Unmasked Estep 
Score: -89757880.000000 Penalty: 16130.019531
	Iteration 38Q: 3 clusters Score -8.975788e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 504485 members 
Entering Unmasked Estep 
Score: -89757488.000000 Penalty: 16130.019531
	Iteration 39Q: 3 clusters Score -8.975749e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 506381 members 
Entering Unmasked Estep 
Score: -89757776.000000 Penalty: 16130.019531
	Iteration 40F: 3 clusters Score -8.975778e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 508223 members 
Entering Unmasked Estep 
Score: -89758024.000000 Penalty: 16130.019531
	Iteration 41Q: 3 clusters Score -8.975802e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 509836 members 
Entering Unmasked Estep 
Score: -89758080.000000 Penalty: 16130.019531
	Iteration 42Q: 3 clusters Score -8.975808e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 511301 members 
Entering Unmasked Estep 
Score: -89757824.000000 Penalty: 16130.019531
	Iteration 43Q: 3 clusters Score -8.975782e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 512592 members 
Entering Unmasked Estep 
Score: -89757720.000000 Penalty: 16130.019531
	Iteration 44Q: 3 clusters Score -8.975772e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 513762 members 
Entering Unmasked Estep 
Score: -89757768.000000 Penalty: 16130.019531
	Iteration 45Q: 3 clusters Score -8.975777e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 514785 members 
Entering Unmasked Estep 
Score: -89757704.000000 Penalty: 16130.019531
	Iteration 46Q: 3 clusters Score -8.97577e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 515706 members 
Entering Unmasked Estep 
Score: -89757664.000000 Penalty: 16130.019531
	Iteration 47Q: 3 clusters Score -8.975766e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 516496 members 
Entering Unmasked Estep 
Score: -89757680.000000 Penalty: 16130.019531
	Iteration 48Q: 3 clusters Score -8.975768e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 517196 members 
Entering Unmasked Estep 
Score: -89757688.000000 Penalty: 16130.019531
	Iteration 49Q: 3 clusters Score -8.975769e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 517799 members 
Entering Unmasked Estep 
Score: -89757656.000000 Penalty: 16130.019531
	Iteration 50Q: 3 clusters Score -8.975766e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 518359 members 
Entering Unmasked Estep 
Score: -89757672.000000 Penalty: 16130.019531
	Iteration 51Q: 3 clusters Score -8.975767e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 518835 members 
Entering Unmasked Estep 
Score: -89757704.000000 Penalty: 16130.019531
	Iteration 52Q: 3 clusters Score -8.97577e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 519260 members 
Entering Unmasked Estep 
Score: -89757752.000000 Penalty: 16130.019531
	Iteration 53Q: 3 clusters Score -8.975775e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 519628 members 
Entering Unmasked Estep 
Score: -89757832.000000 Penalty: 16130.019531
	Iteration 54Q: 3 clusters Score -8.975783e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 519947 members 
Entering Unmasked Estep 
Score: -89757912.000000 Penalty: 16130.019531
	Iteration 55Q: 3 clusters Score -8.975791e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 520196 members 
Entering Unmasked Estep 
Score: -89757808.000000 Penalty: 16130.019531
	Iteration 56Q: 3 clusters Score -8.975781e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 520394 members 
Entering Unmasked Estep 
Score: -89757816.000000 Penalty: 16130.019531
	Iteration 57Q: 3 clusters Score -8.975782e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 520544 members 
Entering Unmasked Estep 
Score: -89757904.000000 Penalty: 16130.019531
	Iteration 58Q: 3 clusters Score -8.97579e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 520677 members 
Entering Unmasked Estep 
Score: -89758128.000000 Penalty: 16130.019531
	Iteration 59Q: 3 clusters Score -8.975813e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 520792 members 
Entering Unmasked Estep 
Score: -89758160.000000 Penalty: 16130.019531
	Iteration 60F: 3 clusters Score -8.975816e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 520877 members 
Entering Unmasked Estep 
Score: -89758272.000000 Penalty: 16130.019531
	Iteration 61Q: 3 clusters Score -8.975827e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 520935 members 
Entering Unmasked Estep 
Score: -89758240.000000 Penalty: 16130.019531
	Iteration 62Q: 3 clusters Score -8.975824e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 520983 members 
Entering Unmasked Estep 
Score: -89758176.000000 Penalty: 16130.019531
	Iteration 63Q: 3 clusters Score -8.975818e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 521032 members 
Entering Unmasked Estep 
Score: -89758144.000000 Penalty: 16130.019531
	Iteration 64Q: 3 clusters Score -8.975814e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 521073 members 
Entering Unmasked Estep 
Score: -89758192.000000 Penalty: 16130.019531
	Iteration 65Q: 3 clusters Score -8.975819e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 521110 members 
Entering Unmasked Estep 
Score: -89758128.000000 Penalty: 16130.019531
	Iteration 66Q: 3 clusters Score -8.975813e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 521143 members 
Entering Unmasked Estep 
Score: -89758144.000000 Penalty: 16130.019531
	Iteration 67Q: 3 clusters Score -8.975814e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 521171 members 
Entering Unmasked Estep 
Score: -89758208.000000 Penalty: 16130.019531
	Iteration 68Q: 3 clusters Score -8.975821e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 521190 members 
Entering Unmasked Estep 
Score: -89758176.000000 Penalty: 16130.019531
	Iteration 69Q: 3 clusters Score -8.975818e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 521205 members 
Entering Unmasked Estep 
Score: -89758168.000000 Penalty: 16130.019531
	Iteration 70Q: 3 clusters Score -8.975817e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 521219 members 
Entering Unmasked Estep 
Score: -89758224.000000 Penalty: 16130.019531
	Iteration 71Q: 3 clusters Score -8.975822e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 521241 members 
Entering Unmasked Estep 
Score: -89758256.000000 Penalty: 16130.019531
	Iteration 72Q: 3 clusters Score -8.975826e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 521257 members 
Entering Unmasked Estep 
Score: -89758248.000000 Penalty: 16130.019531
	Iteration 73Q: 3 clusters Score -8.975825e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 521267 members 
Entering Unmasked Estep 
Score: -89758240.000000 Penalty: 16130.019531
	Iteration 74Q: 3 clusters Score -8.975824e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 521278 members 
Entering Unmasked Estep 
Score: -89758248.000000 Penalty: 16130.019531
	Iteration 75Q: 3 clusters Score -8.975825e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 521290 members 
Entering Unmasked Estep 
Score: -89758208.000000 Penalty: 16130.019531
	Iteration 76Q: 3 clusters Score -8.975821e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 521303 members 
Entering Unmasked Estep 
Score: -89758232.000000 Penalty: 16130.019531
	Iteration 77Q: 3 clusters Score -8.975823e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 521316 members 
Entering Unmasked Estep 
Score: -89758256.000000 Penalty: 16130.019531
	Iteration 78Q: 3 clusters Score -8.975826e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 521325 members 
Entering Unmasked Estep 
Score: -89758216.000000 Penalty: 16130.019531
	Iteration 79Q: 3 clusters Score -8.975822e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 521333 members 
Entering Unmasked Estep 
Score: -89758168.000000 Penalty: 16130.019531
	Iteration 80F: 3 clusters Score -8.975817e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 521342 members 
Entering Unmasked Estep 
Score: -89758192.000000 Penalty: 16130.019531
	Iteration 81Q: 3 clusters Score -8.975819e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 521347 members 
Entering Unmasked Estep 
Score: -89758192.000000 Penalty: 16130.019531
	Iteration 82Q: 3 clusters Score -8.975819e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 521352 members 
Entering Unmasked Estep 
Score: -89758224.000000 Penalty: 16130.019531
	Iteration 83Q: 3 clusters Score -8.975822e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 521358 members 
Entering Unmasked Estep 
Score: -89758224.000000 Penalty: 16130.019531
	Iteration 84Q: 3 clusters Score -8.975822e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 521360 members 
Entering Unmasked Estep 
Score: -89758216.000000 Penalty: 16130.019531
	Iteration 85Q: 3 clusters Score -8.975822e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 521361 members 
Entering Unmasked Estep 
Score: -89758224.000000 Penalty: 16130.019531
	Iteration 86Q: 3 clusters Score -8.975822e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 521363 members 
Entering Unmasked Estep 
Score: -89758192.000000 Penalty: 16130.019531
	Iteration 87Q: 3 clusters Score -8.975819e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 521363 members 
Entering Unmasked Estep 
Score: -89758192.000000 Penalty: 16130.019531
	Iteration 88F: 3 clusters Score -8.975819e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (23346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Entering Unmasked Estep 
Score: -4074653.000000 Penalty: 6160.635742
	Iteration 0F: 2 clusters Score -4074653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -4056057.500000 Penalty: 12321.271484
	Iteration 0F: 3 clusters Score -4056058 nChanged 9589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -4061059.750000 Penalty: 12321.271484
	Iteration 1F: 3 clusters Score -4061060 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -4061708.750000 Penalty: 12321.271484
	Iteration 2F: 3 clusters Score -4061709 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -4062134.750000 Penalty: 12321.271484
	Iteration 3Q: 3 clusters Score -4062135 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -4062447.750000 Penalty: 12321.271484
	Iteration 4Q: 3 clusters Score -4062448 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -4062674.250000 Penalty: 12321.271484
	Iteration 5Q: 3 clusters Score -4062674 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -4062844.250000 Penalty: 12321.271484
	Iteration 6Q: 3 clusters Score -4062844 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -4062987.750000 Penalty: 12321.271484
	Iteration 7Q: 3 clusters Score -4062988 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -4063139.500000 Penalty: 12321.271484
	Iteration 8Q: 3 clusters Score -4063140 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -4063217.500000 Penalty: 12321.271484
	Iteration 9Q: 3 clusters Score -4063218 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -4063289.750000 Penalty: 12321.271484
	Iteration 10Q: 3 clusters Score -4063290 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -4063365.250000 Penalty: 12321.271484
	Iteration 11Q: 3 clusters Score -4063365 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -4063433.750000 Penalty: 12321.271484
	Iteration 12Q: 3 clusters Score -4063434 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -4063476.500000 Penalty: 12321.271484
	Iteration 13Q: 3 clusters Score -4063476 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -4063534.500000 Penalty: 12321.271484
	Iteration 14Q: 3 clusters Score -4063534 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -4063590.250000 Penalty: 12321.271484
	Iteration 15Q: 3 clusters Score -4063590 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -4063632.750000 Penalty: 12321.271484
	Iteration 16Q: 3 clusters Score -4063633 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -4063679.250000 Penalty: 12321.271484
	Iteration 17Q: 3 clusters Score -4063679 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -4063738.750000 Penalty: 12321.271484
	Iteration 18Q: 3 clusters Score -4063739 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -4063790.000000 Penalty: 12321.271484
	Iteration 19Q: 3 clusters Score -4063790 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -4063836.500000 Penalty: 12321.271484
	Iteration 20F: 3 clusters Score -4063836 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -4063858.750000 Penalty: 12321.271484
	Iteration 21Q: 3 clusters Score -4063859 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -4063890.250000 Penalty: 12321.271484
	Iteration 22Q: 3 clusters Score -4063890 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -4063930.500000 Penalty: 12321.271484
	Iteration 23Q: 3 clusters Score -4063930 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -4063974.750000 Penalty: 12321.271484
	Iteration 24Q: 3 clusters Score -4063975 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -4064051.500000 Penalty: 12321.271484
	Iteration 25Q: 3 clusters Score -4064052 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -4064117.500000 Penalty: 12321.271484
	Iteration 26Q: 3 clusters Score -4064118 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -4064209.000000 Penalty: 12321.271484
	Iteration 27Q: 3 clusters Score -4064209 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -4064307.000000 Penalty: 12321.271484
	Iteration 28Q: 3 clusters Score -4064307 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -4064393.500000 Penalty: 12321.271484
	Iteration 29Q: 3 clusters Score -4064394 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -4064519.000000 Penalty: 12321.271484
	Iteration 30Q: 3 clusters Score -4064519 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -4064678.250000 Penalty: 12321.271484
	Iteration 31Q: 3 clusters Score -4064678 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -4064853.500000 Penalty: 12321.271484
	Iteration 32Q: 3 clusters Score -4064854 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -4065038.250000 Penalty: 12321.271484
	Iteration 33Q: 3 clusters Score -4065038 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -4065250.000000 Penalty: 12321.271484
	Iteration 34Q: 3 clusters Score -4065250 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -4065504.500000 Penalty: 12321.271484
	Iteration 35Q: 3 clusters Score -4065504 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -4065752.750000 Penalty: 12321.271484
	Iteration 36Q: 3 clusters Score -4065753 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -4066008.500000 Penalty: 12321.271484
	Iteration 37Q: 3 clusters Score -4066008 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -4066288.500000 Penalty: 12321.271484
	Iteration 38Q: 3 clusters Score -4066288 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -4066582.000000 Penalty: 12321.271484
	Iteration 39Q: 3 clusters Score -4066582 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -4066911.500000 Penalty: 12321.271484
	Iteration 40F: 3 clusters Score -4066912 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -4067158.500000 Penalty: 12321.271484
	Iteration 41Q: 3 clusters Score -4067158 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -4067403.250000 Penalty: 12321.271484
	Iteration 42Q: 3 clusters Score -4067403 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -4067660.500000 Penalty: 12321.271484
	Iteration 43Q: 3 clusters Score -4067660 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -4067875.250000 Penalty: 12321.271484
	Iteration 44Q: 3 clusters Score -4067875 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -4068063.250000 Penalty: 12321.271484
	Iteration 45Q: 3 clusters Score -4068063 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -4068216.000000 Penalty: 12321.271484
	Iteration 46Q: 3 clusters Score -4068216 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -4068345.250000 Penalty: 12321.271484
	Iteration 47Q: 3 clusters Score -4068345 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -4068453.000000 Penalty: 12321.271484
	Iteration 48Q: 3 clusters Score -4068453 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -4068549.000000 Penalty: 12321.271484
	Iteration 49Q: 3 clusters Score -4068549 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -4068630.000000 Penalty: 12321.271484
	Iteration 50Q: 3 clusters Score -4068630 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -4068699.250000 Penalty: 12321.271484
	Iteration 51Q: 3 clusters Score -4068699 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -4068747.750000 Penalty: 12321.271484
	Iteration 52Q: 3 clusters Score -4068748 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -4068811.750000 Penalty: 12321.271484
	Iteration 53Q: 3 clusters Score -4068812 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -4068839.750000 Penalty: 12321.271484
	Iteration 54Q: 3 clusters Score -4068840 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -4068881.500000 Penalty: 12321.271484
	Iteration 55Q: 3 clusters Score -4068882 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -4068925.500000 Penalty: 12321.271484
	Iteration 56Q: 3 clusters Score -4068926 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -4068968.500000 Penalty: 12321.271484
	Iteration 57Q: 3 clusters Score -4068968 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -4069003.000000 Penalty: 12321.271484
	Iteration 58Q: 3 clusters Score -4069003 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -4069024.750000 Penalty: 12321.271484
	Iteration 59Q: 3 clusters Score -4069025 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -4069064.000000 Penalty: 12321.271484
	Iteration 60F: 3 clusters Score -4069064 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -4069085.250000 Penalty: 12321.271484
	Iteration 61Q: 3 clusters Score -4069085 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -4069110.250000 Penalty: 12321.271484
	Iteration 62Q: 3 clusters Score -4069110 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -4069130.500000 Penalty: 12321.271484
	Iteration 63Q: 3 clusters Score -4069130 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -4069149.750000 Penalty: 12321.271484
	Iteration 64Q: 3 clusters Score -4069150 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -4069161.500000 Penalty: 12321.271484
	Iteration 65Q: 3 clusters Score -4069162 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -4069172.250000 Penalty: 12321.271484
	Iteration 66Q: 3 clusters Score -4069172 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -4069193.250000 Penalty: 12321.271484
	Iteration 67Q: 3 clusters Score -4069193 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -4069200.750000 Penalty: 12321.271484
	Iteration 68Q: 3 clusters Score -4069201 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -4069219.500000 Penalty: 12321.271484
	Iteration 69Q: 3 clusters Score -4069220 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -4069231.250000 Penalty: 12321.271484
	Iteration 70Q: 3 clusters Score -4069231 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -4069242.750000 Penalty: 12321.271484
	Iteration 71Q: 3 clusters Score -4069243 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -4069261.500000 Penalty: 12321.271484
	Iteration 72Q: 3 clusters Score -4069262 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -4069274.000000 Penalty: 12321.271484
	Iteration 73Q: 3 clusters Score -4069274 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21598 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -4069289.750000 Penalty: 12321.271484
	Iteration 74Q: 3 clusters Score -4069290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -4069298.500000 Penalty: 12321.271484
	Iteration 75Q: 3 clusters Score -4069298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -4069301.000000 Penalty: 12321.271484
	Iteration 76Q: 3 clusters Score -4069301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -4069301.000000 Penalty: 12321.271484
	Iteration 77Q: 3 clusters Score -4069301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -4069297.500000 Penalty: 12321.271484
	Iteration 78Q: 3 clusters Score -4069298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -4069300.000000 Penalty: 12321.271484
	Iteration 79Q: 3 clusters Score -4069300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21635 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -4069315.750000 Penalty: 12321.271484
	Iteration 80F: 3 clusters Score -4069316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -4069309.750000 Penalty: 12321.271484
	Iteration 81Q: 3 clusters Score -4069310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -4069306.000000 Penalty: 12321.271484
	Iteration 82Q: 3 clusters Score -4069306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21648 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -4069313.500000 Penalty: 12321.271484
	Iteration 83Q: 3 clusters Score -4069314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -4069311.500000 Penalty: 12321.271484
	Iteration 84Q: 3 clusters Score -4069312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -4069310.750000 Penalty: 12321.271484
	Iteration 85Q: 3 clusters Score -4069311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -4069311.000000 Penalty: 12321.271484
	Iteration 86Q: 3 clusters Score -4069311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -4069323.750000 Penalty: 12321.271484
	Iteration 87Q: 3 clusters Score -4069324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -4069323.750000 Penalty: 12321.271484
	Iteration 88Q: 3 clusters Score -4069324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -4069324.000000 Penalty: 12321.271484
	Iteration 89Q: 3 clusters Score -4069324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -4069324.500000 Penalty: 12321.271484
	Iteration 90Q: 3 clusters Score -4069324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -4069327.000000 Penalty: 12321.271484
	Iteration 91Q: 3 clusters Score -4069327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -4069332.750000 Penalty: 12321.271484
	Iteration 92Q: 3 clusters Score -4069333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -4069330.750000 Penalty: 12321.271484
	Iteration 93Q: 3 clusters Score -4069331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -4069330.750000 Penalty: 12321.271484
	Iteration 94Q: 3 clusters Score -4069331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -4069330.750000 Penalty: 12321.271484
	Iteration 95F: 3 clusters Score -4069331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (48243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48243 members 
Entering Unmasked Estep 
Score: -8329919.000000 Penalty: 6605.203613
	Iteration 0F: 2 clusters Score -8329919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -8295468.500000 Penalty: 13210.407227
	Iteration 0F: 3 clusters Score -8295468 nChanged 21143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -8306460.500000 Penalty: 13210.407227
	Iteration 1F: 3 clusters Score -8306460 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24560 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -8307389.000000 Penalty: 13210.407227
	Iteration 2F: 3 clusters Score -8307389 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24700 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -8307995.500000 Penalty: 13210.407227
	Iteration 3Q: 3 clusters Score -8307996 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -8308456.500000 Penalty: 13210.407227
	Iteration 4Q: 3 clusters Score -8308456 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -8308874.000000 Penalty: 13210.407227
	Iteration 5Q: 3 clusters Score -8308874 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25167 members 
Mstep: Class 2 contains 23076 members 
Entering Unmasked Estep 
Score: -8309234.500000 Penalty: 13210.407227
	Iteration 6Q: 3 clusters Score -8309234 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25387 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -8309690.000000 Penalty: 13210.407227
	Iteration 7Q: 3 clusters Score -8309690 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -8310125.000000 Penalty: 13210.407227
	Iteration 8Q: 3 clusters Score -8310125 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26059 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -8310542.500000 Penalty: 13210.407227
	Iteration 9Q: 3 clusters Score -8310542 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -8311068.000000 Penalty: 13210.407227
	Iteration 10Q: 3 clusters Score -8311068 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26971 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
Score: -8311711.500000 Penalty: 13210.407227
	Iteration 11Q: 3 clusters Score -8311712 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -8312406.000000 Penalty: 13210.407227
	Iteration 12Q: 3 clusters Score -8312406 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -8313216.500000 Penalty: 13210.407227
	Iteration 13Q: 3 clusters Score -8313216 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29244 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -8314125.000000 Penalty: 13210.407227
	Iteration 14Q: 3 clusters Score -8314125 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30319 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -8315154.500000 Penalty: 13210.407227
	Iteration 15Q: 3 clusters Score -8315154 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31471 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -8316035.500000 Penalty: 13210.407227
	Iteration 16Q: 3 clusters Score -8316036 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32681 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -8317020.000000 Penalty: 13210.407227
	Iteration 17Q: 3 clusters Score -8317020 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33896 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -8317810.000000 Penalty: 13210.407227
	Iteration 18Q: 3 clusters Score -8317810 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35083 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -8318605.000000 Penalty: 13210.407227
	Iteration 19Q: 3 clusters Score -8318605 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36258 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -8319257.000000 Penalty: 13210.407227
	Iteration 20F: 3 clusters Score -8319257 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37365 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -8319863.500000 Penalty: 13210.407227
	Iteration 21Q: 3 clusters Score -8319864 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38447 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -8320389.000000 Penalty: 13210.407227
	Iteration 22Q: 3 clusters Score -8320389 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39403 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -8320844.000000 Penalty: 13210.407227
	Iteration 23Q: 3 clusters Score -8320844 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40260 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -8321283.500000 Penalty: 13210.407227
	Iteration 24Q: 3 clusters Score -8321284 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41020 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -8321605.500000 Penalty: 13210.407227
	Iteration 25Q: 3 clusters Score -8321606 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41708 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -8321959.000000 Penalty: 13210.407227
	Iteration 26Q: 3 clusters Score -8321959 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42339 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -8322284.500000 Penalty: 13210.407227
	Iteration 27Q: 3 clusters Score -8322284 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42943 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -8322571.500000 Penalty: 13210.407227
	Iteration 28Q: 3 clusters Score -8322572 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43458 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -8322830.500000 Penalty: 13210.407227
	Iteration 29Q: 3 clusters Score -8322830 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43914 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -8323037.500000 Penalty: 13210.407227
	Iteration 30Q: 3 clusters Score -8323038 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44308 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -8323214.000000 Penalty: 13210.407227
	Iteration 31Q: 3 clusters Score -8323214 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44617 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -8323388.500000 Penalty: 13210.407227
	Iteration 32Q: 3 clusters Score -8323388 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44880 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -8323492.000000 Penalty: 13210.407227
	Iteration 33Q: 3 clusters Score -8323492 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45106 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -8323580.500000 Penalty: 13210.407227
	Iteration 34Q: 3 clusters Score -8323580 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45302 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -8323693.000000 Penalty: 13210.407227
	Iteration 35Q: 3 clusters Score -8323693 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45454 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -8323745.000000 Penalty: 13210.407227
	Iteration 36Q: 3 clusters Score -8323745 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45595 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -8323825.500000 Penalty: 13210.407227
	Iteration 37Q: 3 clusters Score -8323826 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45727 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -8323886.500000 Penalty: 13210.407227
	Iteration 38Q: 3 clusters Score -8323886 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45818 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -8323934.500000 Penalty: 13210.407227
	Iteration 39Q: 3 clusters Score -8323934 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45894 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -8323976.500000 Penalty: 13210.407227
	Iteration 40F: 3 clusters Score -8323976 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45955 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -8323980.500000 Penalty: 13210.407227
	Iteration 41Q: 3 clusters Score -8323980 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46008 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -8324022.000000 Penalty: 13210.407227
	Iteration 42Q: 3 clusters Score -8324022 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46047 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -8324029.500000 Penalty: 13210.407227
	Iteration 43Q: 3 clusters Score -8324030 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46080 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -8324048.000000 Penalty: 13210.407227
	Iteration 44Q: 3 clusters Score -8324048 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46106 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -8324091.000000 Penalty: 13210.407227
	Iteration 45Q: 3 clusters Score -8324091 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46138 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -8324098.000000 Penalty: 13210.407227
	Iteration 46Q: 3 clusters Score -8324098 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46165 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -8324113.500000 Penalty: 13210.407227
	Iteration 47Q: 3 clusters Score -8324114 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46186 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -8324124.000000 Penalty: 13210.407227
	Iteration 48Q: 3 clusters Score -8324124 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46209 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -8324146.500000 Penalty: 13210.407227
	Iteration 49Q: 3 clusters Score -8324146 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46229 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -8324161.000000 Penalty: 13210.407227
	Iteration 50Q: 3 clusters Score -8324161 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46246 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -8324185.000000 Penalty: 13210.407227
	Iteration 51Q: 3 clusters Score -8324185 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46271 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -8324196.000000 Penalty: 13210.407227
	Iteration 52Q: 3 clusters Score -8324196 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46291 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -8324196.000000 Penalty: 13210.407227
	Iteration 53Q: 3 clusters Score -8324196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46297 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -8324207.500000 Penalty: 13210.407227
	Iteration 54Q: 3 clusters Score -8324208 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46308 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -8324224.500000 Penalty: 13210.407227
	Iteration 55Q: 3 clusters Score -8324224 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46325 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -8324226.000000 Penalty: 13210.407227
	Iteration 56Q: 3 clusters Score -8324226 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46336 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -8324220.000000 Penalty: 13210.407227
	Iteration 57Q: 3 clusters Score -8324220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46344 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -8324222.500000 Penalty: 13210.407227
	Iteration 58Q: 3 clusters Score -8324222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46356 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -8324243.500000 Penalty: 13210.407227
	Iteration 59Q: 3 clusters Score -8324244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46368 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -8324244.000000 Penalty: 13210.407227
	Iteration 60F: 3 clusters Score -8324244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46369 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -8324242.500000 Penalty: 13210.407227
	Iteration 61Q: 3 clusters Score -8324242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46370 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -8324245.000000 Penalty: 13210.407227
	Iteration 62Q: 3 clusters Score -8324245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46369 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -8324242.500000 Penalty: 13210.407227
	Iteration 63Q: 3 clusters Score -8324242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46369 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -8324252.500000 Penalty: 13210.407227
	Iteration 64Q: 3 clusters Score -8324252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46371 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -8324254.500000 Penalty: 13210.407227
	Iteration 65Q: 3 clusters Score -8324254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46377 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -8324254.000000 Penalty: 13210.407227
	Iteration 66Q: 3 clusters Score -8324254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46380 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -8324255.500000 Penalty: 13210.407227
	Iteration 67Q: 3 clusters Score -8324256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46384 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -8324252.000000 Penalty: 13210.407227
	Iteration 68Q: 3 clusters Score -8324252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46383 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -8324249.000000 Penalty: 13210.407227
	Iteration 69Q: 3 clusters Score -8324249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46383 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -8324249.000000 Penalty: 13210.407227
	Iteration 70F: 3 clusters Score -8324249 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (308949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308949 members 
Entering Unmasked Estep 
Score: -53172256.000000 Penalty: 7742.570312
	Iteration 0F: 2 clusters Score -5.317226e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153855 members 
Mstep: Class 2 contains 155094 members 
Entering Unmasked Estep 
Score: -52970764.000000 Penalty: 15485.140625
	Iteration 0F: 3 clusters Score -5.297076e+07 nChanged 146776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145641 members 
Mstep: Class 2 contains 163308 members 
Entering Unmasked Estep 
Score: -53057700.000000 Penalty: 15485.140625
	Iteration 1F: 3 clusters Score -5.30577e+07 nChanged 10707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140150 members 
Mstep: Class 2 contains 168799 members 
Entering Unmasked Estep 
Score: -53060516.000000 Penalty: 15485.140625
	Iteration 2Q: 3 clusters Score -5.306052e+07 nChanged 12784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131694 members 
Mstep: Class 2 contains 177255 members 
Entering Unmasked Estep 
Score: -53065552.000000 Penalty: 15485.140625
	Iteration 3Q: 3 clusters Score -5.306555e+07 nChanged 15690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119328 members 
Mstep: Class 2 contains 189621 members 
Entering Unmasked Estep 
Score: -53072848.000000 Penalty: 15485.140625
	Iteration 4F: 3 clusters Score -5.307285e+07 nChanged 19610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102284 members 
Mstep: Class 2 contains 206665 members 
Entering Unmasked Estep 
Score: -53084508.000000 Penalty: 15485.140625
	Iteration 5F: 3 clusters Score -5.308451e+07 nChanged 23088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80854 members 
Mstep: Class 2 contains 228095 members 
Entering Unmasked Estep 
Score: -53100596.000000 Penalty: 15485.140625
	Iteration 6F: 3 clusters Score -5.31006e+07 nChanged 24068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57806 members 
Mstep: Class 2 contains 251143 members 
Entering Unmasked Estep 
Score: -53120040.000000 Penalty: 15485.140625
	Iteration 7F: 3 clusters Score -5.312004e+07 nChanged 20557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37817 members 
Mstep: Class 2 contains 271132 members 
Entering Unmasked Estep 
Score: -53137996.000000 Penalty: 15485.140625
	Iteration 8F: 3 clusters Score -5.3138e+07 nChanged 13882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24297 members 
Mstep: Class 2 contains 284652 members 
Entering Unmasked Estep 
Score: -53150804.000000 Penalty: 15485.140625
	Iteration 9Q: 3 clusters Score -5.31508e+07 nChanged 8095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 292211 members 
Entering Unmasked Estep 
Score: -53158380.000000 Penalty: 15485.140625
	Iteration 10Q: 3 clusters Score -5.315838e+07 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 295994 members 
Entering Unmasked Estep 
Score: -53162012.000000 Penalty: 15485.140625
	Iteration 11Q: 3 clusters Score -5.316201e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 298110 members 
Entering Unmasked Estep 
Score: -53163600.000000 Penalty: 15485.140625
	Iteration 12Q: 3 clusters Score -5.31636e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 299347 members 
Entering Unmasked Estep 
Score: -53164400.000000 Penalty: 15485.140625
	Iteration 13Q: 3 clusters Score -5.31644e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 300218 members 
Entering Unmasked Estep 
Score: -53165120.000000 Penalty: 15485.140625
	Iteration 14Q: 3 clusters Score -5.316512e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 300870 members 
Entering Unmasked Estep 
Score: -53165632.000000 Penalty: 15485.140625
	Iteration 15Q: 3 clusters Score -5.316563e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 301331 members 
Entering Unmasked Estep 
Score: -53165936.000000 Penalty: 15485.140625
	Iteration 16Q: 3 clusters Score -5.316594e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 301707 members 
Entering Unmasked Estep 
Score: -53166064.000000 Penalty: 15485.140625
	Iteration 17Q: 3 clusters Score -5.316606e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 301998 members 
Entering Unmasked Estep 
Score: -53166060.000000 Penalty: 15485.140625
	Iteration 18Q: 3 clusters Score -5.316606e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 302255 members 
Entering Unmasked Estep 
Score: -53166204.000000 Penalty: 15485.140625
	Iteration 19Q: 3 clusters Score -5.31662e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 302497 members 
Entering Unmasked Estep 
Score: -53166272.000000 Penalty: 15485.140625
	Iteration 20F: 3 clusters Score -5.316627e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 302683 members 
Entering Unmasked Estep 
Score: -53166308.000000 Penalty: 15485.140625
	Iteration 21Q: 3 clusters Score -5.316631e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 302853 members 
Entering Unmasked Estep 
Score: -53166388.000000 Penalty: 15485.140625
	Iteration 22Q: 3 clusters Score -5.316639e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 302982 members 
Entering Unmasked Estep 
Score: -53166512.000000 Penalty: 15485.140625
	Iteration 23Q: 3 clusters Score -5.316651e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 303098 members 
Entering Unmasked Estep 
Score: -53166536.000000 Penalty: 15485.140625
	Iteration 24Q: 3 clusters Score -5.316654e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 303188 members 
Entering Unmasked Estep 
Score: -53166564.000000 Penalty: 15485.140625
	Iteration 25Q: 3 clusters Score -5.316656e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 303259 members 
Entering Unmasked Estep 
Score: -53166636.000000 Penalty: 15485.140625
	Iteration 26Q: 3 clusters Score -5.316664e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 303313 members 
Entering Unmasked Estep 
Score: -53166664.000000 Penalty: 15485.140625
	Iteration 27Q: 3 clusters Score -5.316666e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 303352 members 
Entering Unmasked Estep 
Score: -53166668.000000 Penalty: 15485.140625
	Iteration 28Q: 3 clusters Score -5.316667e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 303399 members 
Entering Unmasked Estep 
Score: -53166640.000000 Penalty: 15485.140625
	Iteration 29Q: 3 clusters Score -5.316664e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 303436 members 
Entering Unmasked Estep 
Score: -53166644.000000 Penalty: 15485.140625
	Iteration 30Q: 3 clusters Score -5.316664e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 303481 members 
Entering Unmasked Estep 
Score: -53166648.000000 Penalty: 15485.140625
	Iteration 31Q: 3 clusters Score -5.316665e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 303506 members 
Entering Unmasked Estep 
Score: -53166604.000000 Penalty: 15485.140625
	Iteration 32Q: 3 clusters Score -5.31666e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 303528 members 
Entering Unmasked Estep 
Score: -53166680.000000 Penalty: 15485.140625
	Iteration 33Q: 3 clusters Score -5.316668e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 303551 members 
Entering Unmasked Estep 
Score: -53166752.000000 Penalty: 15485.140625
	Iteration 34Q: 3 clusters Score -5.316675e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 303566 members 
Entering Unmasked Estep 
Score: -53166700.000000 Penalty: 15485.140625
	Iteration 35Q: 3 clusters Score -5.31667e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 303578 members 
Entering Unmasked Estep 
Score: -53166740.000000 Penalty: 15485.140625
	Iteration 36Q: 3 clusters Score -5.316674e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 303585 members 
Entering Unmasked Estep 
Score: -53166748.000000 Penalty: 15485.140625
	Iteration 37Q: 3 clusters Score -5.316675e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 303593 members 
Entering Unmasked Estep 
Score: -53166784.000000 Penalty: 15485.140625
	Iteration 38Q: 3 clusters Score -5.316678e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 303604 members 
Entering Unmasked Estep 
Score: -53166792.000000 Penalty: 15485.140625
	Iteration 39Q: 3 clusters Score -5.316679e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 303611 members 
Entering Unmasked Estep 
Score: -53166788.000000 Penalty: 15485.140625
	Iteration 40F: 3 clusters Score -5.316679e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 303620 members 
Entering Unmasked Estep 
Score: -53166796.000000 Penalty: 15485.140625
	Iteration 41Q: 3 clusters Score -5.31668e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 303626 members 
Entering Unmasked Estep 
Score: -53166768.000000 Penalty: 15485.140625
	Iteration 42Q: 3 clusters Score -5.316677e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 303634 members 
Entering Unmasked Estep 
Score: -53166772.000000 Penalty: 15485.140625
	Iteration 43Q: 3 clusters Score -5.316677e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 303651 members 
Entering Unmasked Estep 
Score: -53166780.000000 Penalty: 15485.140625
	Iteration 44Q: 3 clusters Score -5.316678e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 303665 members 
Entering Unmasked Estep 
Score: -53166792.000000 Penalty: 15485.140625
	Iteration 45Q: 3 clusters Score -5.316679e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 303686 members 
Entering Unmasked Estep 
Score: -53166800.000000 Penalty: 15485.140625
	Iteration 46Q: 3 clusters Score -5.31668e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 303701 members 
Entering Unmasked Estep 
Score: -53166832.000000 Penalty: 15485.140625
	Iteration 47Q: 3 clusters Score -5.316683e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 303716 members 
Entering Unmasked Estep 
Score: -53166812.000000 Penalty: 15485.140625
	Iteration 48Q: 3 clusters Score -5.316681e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 303722 members 
Entering Unmasked Estep 
Score: -53166812.000000 Penalty: 15485.140625
	Iteration 49Q: 3 clusters Score -5.316681e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 303732 members 
Entering Unmasked Estep 
Score: -53166788.000000 Penalty: 15485.140625
	Iteration 50Q: 3 clusters Score -5.316679e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 303746 members 
Entering Unmasked Estep 
Score: -53166804.000000 Penalty: 15485.140625
	Iteration 51Q: 3 clusters Score -5.31668e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 303764 members 
Entering Unmasked Estep 
Score: -53166780.000000 Penalty: 15485.140625
	Iteration 52Q: 3 clusters Score -5.316678e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 303778 members 
Entering Unmasked Estep 
Score: -53166784.000000 Penalty: 15485.140625
	Iteration 53Q: 3 clusters Score -5.316678e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 303794 members 
Entering Unmasked Estep 
Score: -53166816.000000 Penalty: 15485.140625
	Iteration 54Q: 3 clusters Score -5.316682e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 303806 members 
Entering Unmasked Estep 
Score: -53166816.000000 Penalty: 15485.140625
	Iteration 55Q: 3 clusters Score -5.316682e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 303817 members 
Entering Unmasked Estep 
Score: -53166848.000000 Penalty: 15485.140625
	Iteration 56Q: 3 clusters Score -5.316685e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 303826 members 
Entering Unmasked Estep 
Score: -53166884.000000 Penalty: 15485.140625
	Iteration 57Q: 3 clusters Score -5.316688e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 303838 members 
Entering Unmasked Estep 
Score: -53166852.000000 Penalty: 15485.140625
	Iteration 58Q: 3 clusters Score -5.316685e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 303851 members 
Entering Unmasked Estep 
Score: -53166848.000000 Penalty: 15485.140625
	Iteration 59Q: 3 clusters Score -5.316685e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 303856 members 
Entering Unmasked Estep 
Score: -53166876.000000 Penalty: 15485.140625
	Iteration 60F: 3 clusters Score -5.316688e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 303860 members 
Entering Unmasked Estep 
Score: -53166860.000000 Penalty: 15485.140625
	Iteration 61Q: 3 clusters Score -5.316686e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 303865 members 
Entering Unmasked Estep 
Score: -53166844.000000 Penalty: 15485.140625
	Iteration 62Q: 3 clusters Score -5.316684e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 303870 members 
Entering Unmasked Estep 
Score: -53166844.000000 Penalty: 15485.140625
	Iteration 63Q: 3 clusters Score -5.316684e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 303876 members 
Entering Unmasked Estep 
Score: -53166876.000000 Penalty: 15485.140625
	Iteration 64Q: 3 clusters Score -5.316688e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 303882 members 
Entering Unmasked Estep 
Score: -53166864.000000 Penalty: 15485.140625
	Iteration 65Q: 3 clusters Score -5.316686e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 303887 members 
Entering Unmasked Estep 
Score: -53166844.000000 Penalty: 15485.140625
	Iteration 66Q: 3 clusters Score -5.316684e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 303888 members 
Entering Unmasked Estep 
Score: -53166832.000000 Penalty: 15485.140625
	Iteration 67Q: 3 clusters Score -5.316683e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 303894 members 
Entering Unmasked Estep 
Score: -53166824.000000 Penalty: 15485.140625
	Iteration 68Q: 3 clusters Score -5.316682e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 303897 members 
Entering Unmasked Estep 
Score: -53166836.000000 Penalty: 15485.140625
	Iteration 69Q: 3 clusters Score -5.316684e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 303897 members 
Entering Unmasked Estep 
Score: -53166836.000000 Penalty: 15485.140625
	Iteration 70F: 3 clusters Score -5.316684e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (28246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28246 members 
Entering Unmasked Estep 
Score: -4816369.000000 Penalty: 6277.333008
	Iteration 0F: 2 clusters Score -4816369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -4794667.500000 Penalty: 12554.666016
	Iteration 0F: 3 clusters Score -4794668 nChanged 11786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -4800869.000000 Penalty: 12554.666016
	Iteration 1F: 3 clusters Score -4800869 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -4801510.000000 Penalty: 12554.666016
	Iteration 2F: 3 clusters Score -4801510 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -4801886.500000 Penalty: 12554.666016
	Iteration 3Q: 3 clusters Score -4801886 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -4802225.500000 Penalty: 12554.666016
	Iteration 4Q: 3 clusters Score -4802226 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -4802500.000000 Penalty: 12554.666016
	Iteration 5Q: 3 clusters Score -4802500 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -4802787.000000 Penalty: 12554.666016
	Iteration 6Q: 3 clusters Score -4802787 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -4803100.000000 Penalty: 12554.666016
	Iteration 7Q: 3 clusters Score -4803100 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -4803427.500000 Penalty: 12554.666016
	Iteration 8Q: 3 clusters Score -4803428 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -4803798.500000 Penalty: 12554.666016
	Iteration 9Q: 3 clusters Score -4803798 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -4804323.000000 Penalty: 12554.666016
	Iteration 10Q: 3 clusters Score -4804323 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -4805021.500000 Penalty: 12554.666016
	Iteration 11Q: 3 clusters Score -4805022 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -4805845.500000 Penalty: 12554.666016
	Iteration 12Q: 3 clusters Score -4805846 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -4806841.000000 Penalty: 12554.666016
	Iteration 13Q: 3 clusters Score -4806841 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -4807821.500000 Penalty: 12554.666016
	Iteration 14Q: 3 clusters Score -4807822 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25505 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -4808782.000000 Penalty: 12554.666016
	Iteration 15Q: 3 clusters Score -4808782 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -4809427.500000 Penalty: 12554.666016
	Iteration 16Q: 3 clusters Score -4809428 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -4809885.000000 Penalty: 12554.666016
	Iteration 17Q: 3 clusters Score -4809885 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27079 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -4810212.000000 Penalty: 12554.666016
	Iteration 18Q: 3 clusters Score -4810212 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -4810445.500000 Penalty: 12554.666016
	Iteration 19Q: 3 clusters Score -4810446 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -4810583.000000 Penalty: 12554.666016
	Iteration 20F: 3 clusters Score -4810583 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27468 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -4810670.500000 Penalty: 12554.666016
	Iteration 21Q: 3 clusters Score -4810670 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27509 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -4810725.000000 Penalty: 12554.666016
	Iteration 22Q: 3 clusters Score -4810725 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27548 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -4810779.500000 Penalty: 12554.666016
	Iteration 23Q: 3 clusters Score -4810780 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27573 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -4810807.500000 Penalty: 12554.666016
	Iteration 24Q: 3 clusters Score -4810808 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27595 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -4810841.000000 Penalty: 12554.666016
	Iteration 25Q: 3 clusters Score -4810841 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27615 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -4810876.500000 Penalty: 12554.666016
	Iteration 26Q: 3 clusters Score -4810876 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27635 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -4810905.000000 Penalty: 12554.666016
	Iteration 27Q: 3 clusters Score -4810905 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27651 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -4810912.000000 Penalty: 12554.666016
	Iteration 28Q: 3 clusters Score -4810912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27661 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -4810931.000000 Penalty: 12554.666016
	Iteration 29Q: 3 clusters Score -4810931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27667 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -4810936.000000 Penalty: 12554.666016
	Iteration 30Q: 3 clusters Score -4810936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27675 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -4810951.000000 Penalty: 12554.666016
	Iteration 31Q: 3 clusters Score -4810951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27680 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -4810952.500000 Penalty: 12554.666016
	Iteration 32Q: 3 clusters Score -4810952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27684 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -4810954.000000 Penalty: 12554.666016
	Iteration 33Q: 3 clusters Score -4810954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27686 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -4810962.500000 Penalty: 12554.666016
	Iteration 34Q: 3 clusters Score -4810962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27686 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -4810965.500000 Penalty: 12554.666016
	Iteration 35Q: 3 clusters Score -4810966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27687 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -4810963.500000 Penalty: 12554.666016
	Iteration 36Q: 3 clusters Score -4810964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -4810965.000000 Penalty: 12554.666016
	Iteration 37Q: 3 clusters Score -4810965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -4810965.000000 Penalty: 12554.666016
	Iteration 38F: 3 clusters Score -4810965 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Entering Unmasked Estep 
Score: -201025.296875 Penalty: 4403.827637
	Iteration 0F: 2 clusters Score -201025.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -196687.640625 Penalty: 8807.655273
	Iteration 0F: 3 clusters Score -196687.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -197151.703125 Penalty: 8807.655273
	Iteration 1F: 3 clusters Score -197151.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -197304.796875 Penalty: 8807.655273
	Iteration 2Q: 3 clusters Score -197304.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -197416.562500 Penalty: 8807.655273
	Iteration 3Q: 3 clusters Score -197416.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -197489.140625 Penalty: 8807.655273
	Iteration 4Q: 3 clusters Score -197489.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -197542.906250 Penalty: 8807.655273
	Iteration 5Q: 3 clusters Score -197542.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -197593.765625 Penalty: 8807.655273
	Iteration 6Q: 3 clusters Score -197593.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -197630.343750 Penalty: 8807.655273
	Iteration 7Q: 3 clusters Score -197630.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -197651.546875 Penalty: 8807.655273
	Iteration 8Q: 3 clusters Score -197651.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -197675.640625 Penalty: 8807.655273
	Iteration 9Q: 3 clusters Score -197675.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -197709.640625 Penalty: 8807.655273
	Iteration 10Q: 3 clusters Score -197709.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -197784.796875 Penalty: 8807.655273
	Iteration 11Q: 3 clusters Score -197784.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -197829.640625 Penalty: 8807.655273
	Iteration 12Q: 3 clusters Score -197829.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -197864.906250 Penalty: 8807.655273
	Iteration 13Q: 3 clusters Score -197864.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -197902.984375 Penalty: 8807.655273
	Iteration 14Q: 3 clusters Score -197903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -197921.390625 Penalty: 8807.655273
	Iteration 15Q: 3 clusters Score -197921.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -197942.234375 Penalty: 8807.655273
	Iteration 16Q: 3 clusters Score -197942.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -197951.140625 Penalty: 8807.655273
	Iteration 17Q: 3 clusters Score -197951.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -197964.187500 Penalty: 8807.655273
	Iteration 18Q: 3 clusters Score -197964.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -197972.875000 Penalty: 8807.655273
	Iteration 19Q: 3 clusters Score -197972.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -197977.031250 Penalty: 8807.655273
	Iteration 20F: 3 clusters Score -197977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -197984.234375 Penalty: 8807.655273
	Iteration 21Q: 3 clusters Score -197984.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -197985.421875 Penalty: 8807.655273
	Iteration 22Q: 3 clusters Score -197985.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -197985.859375 Penalty: 8807.655273
	Iteration 23Q: 3 clusters Score -197985.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -197986.812500 Penalty: 8807.655273
	Iteration 24Q: 3 clusters Score -197986.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -197986.812500 Penalty: 8807.655273
	Iteration 25F: 3 clusters Score -197986.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Entering Unmasked Estep 
Score: -115235.406250 Penalty: 4086.620117
	Iteration 0F: 2 clusters Score -115235.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -111499.687500 Penalty: 8173.240234
	Iteration 0F: 3 clusters Score -111499.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -111804.140625 Penalty: 8173.240234
	Iteration 1F: 3 clusters Score -111804.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -111949.203125 Penalty: 8173.240234
	Iteration 2Q: 3 clusters Score -111949.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -112053.351562 Penalty: 8173.240234
	Iteration 3Q: 3 clusters Score -112053.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -112103.429688 Penalty: 8173.240234
	Iteration 4Q: 3 clusters Score -112103.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -112156.953125 Penalty: 8173.240234
	Iteration 5Q: 3 clusters Score -112157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -112195.648438 Penalty: 8173.240234
	Iteration 6Q: 3 clusters Score -112195.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -112246.804688 Penalty: 8173.240234
	Iteration 7Q: 3 clusters Score -112246.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -112296.234375 Penalty: 8173.240234
	Iteration 8Q: 3 clusters Score -112296.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -112348.757812 Penalty: 8173.240234
	Iteration 9Q: 3 clusters Score -112348.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -112468.468750 Penalty: 8173.240234
	Iteration 10Q: 3 clusters Score -112468.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -112729.390625 Penalty: 8173.240234
	Iteration 11Q: 3 clusters Score -112729.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -112854.875000 Penalty: 8173.240234
	Iteration 12Q: 3 clusters Score -112854.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -112981.609375 Penalty: 8173.240234
	Iteration 13Q: 3 clusters Score -112981.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -113191.437500 Penalty: 8173.240234
	Iteration 14Q: 3 clusters Score -113191.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -113488.015625 Penalty: 8173.240234
	Iteration 15F: 3 clusters Score -113488 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -113767.195312 Penalty: 8173.240234
	Iteration 16F: 3 clusters Score -113767.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -114205.523438 Penalty: 8173.240234
	Iteration 17F: 3 clusters Score -114205.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -114629.835938 Penalty: 8173.240234
	Iteration 18Q: 3 clusters Score -114629.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -114913.835938 Penalty: 8173.240234
	Iteration 19Q: 3 clusters Score -114913.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -115033.984375 Penalty: 8173.240234
	Iteration 20F: 3 clusters Score -115034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -115101.976562 Penalty: 8173.240234
	Iteration 21Q: 3 clusters Score -115102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -115130.406250 Penalty: 8173.240234
	Iteration 22Q: 3 clusters Score -115130.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -115198.601562 Penalty: 8173.240234
	Iteration 23Q: 3 clusters Score -115198.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -115198.601562 Penalty: 8173.240234
	Iteration 24F: 3 clusters Score -115198.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (93646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93646 members 
Entering Unmasked Estep 
Score: -15821326.000000 Penalty: 7011.457031
	Iteration 0F: 2 clusters Score -1.582133e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46709 members 
Mstep: Class 2 contains 46937 members 
Entering Unmasked Estep 
Score: -15757211.000000 Penalty: 14022.914062
	Iteration 0F: 3 clusters Score -1.575721e+07 nChanged 42602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45933 members 
Mstep: Class 2 contains 47713 members 
Entering Unmasked Estep 
Score: -15780504.000000 Penalty: 14022.914062
	Iteration 1F: 3 clusters Score -1.57805e+07 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45570 members 
Mstep: Class 2 contains 48076 members 
Entering Unmasked Estep 
Score: -15781569.000000 Penalty: 14022.914062
	Iteration 2Q: 3 clusters Score -1.578157e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44980 members 
Mstep: Class 2 contains 48666 members 
Entering Unmasked Estep 
Score: -15782493.000000 Penalty: 14022.914062
	Iteration 3Q: 3 clusters Score -1.578249e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44113 members 
Mstep: Class 2 contains 49533 members 
Entering Unmasked Estep 
Score: -15783471.000000 Penalty: 14022.914062
	Iteration 4Q: 3 clusters Score -1.578347e+07 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42856 members 
Mstep: Class 2 contains 50790 members 
Entering Unmasked Estep 
Score: -15784452.000000 Penalty: 14022.914062
	Iteration 5Q: 3 clusters Score -1.578445e+07 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41155 members 
Mstep: Class 2 contains 52491 members 
Entering Unmasked Estep 
Score: -15785598.000000 Penalty: 14022.914062
	Iteration 6Q: 3 clusters Score -1.57856e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38859 members 
Mstep: Class 2 contains 54787 members 
Entering Unmasked Estep 
Score: -15786903.000000 Penalty: 14022.914062
	Iteration 7Q: 3 clusters Score -1.57869e+07 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35891 members 
Mstep: Class 2 contains 57755 members 
Entering Unmasked Estep 
Score: -15788836.000000 Penalty: 14022.914062
	Iteration 8Q: 3 clusters Score -1.578884e+07 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32079 members 
Mstep: Class 2 contains 61567 members 
Entering Unmasked Estep 
Score: -15791232.000000 Penalty: 14022.914062
	Iteration 9F: 3 clusters Score -1.579123e+07 nChanged 5248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27675 members 
Mstep: Class 2 contains 65971 members 
Entering Unmasked Estep 
Score: -15794091.000000 Penalty: 14022.914062
	Iteration 10F: 3 clusters Score -1.579409e+07 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 70685 members 
Entering Unmasked Estep 
Score: -15797120.000000 Penalty: 14022.914062
	Iteration 11F: 3 clusters Score -1.579712e+07 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 75062 members 
Entering Unmasked Estep 
Score: -15799784.000000 Penalty: 14022.914062
	Iteration 12F: 3 clusters Score -1.579978e+07 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 78805 members 
Entering Unmasked Estep 
Score: -15801989.000000 Penalty: 14022.914062
	Iteration 13Q: 3 clusters Score -1.580199e+07 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 82051 members 
Entering Unmasked Estep 
Score: -15804097.000000 Penalty: 14022.914062
	Iteration 14Q: 3 clusters Score -1.58041e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 85026 members 
Entering Unmasked Estep 
Score: -15806496.000000 Penalty: 14022.914062
	Iteration 15Q: 3 clusters Score -1.58065e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 87850 members 
Entering Unmasked Estep 
Score: -15809177.000000 Penalty: 14022.914062
	Iteration 16Q: 3 clusters Score -1.580918e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 90229 members 
Entering Unmasked Estep 
Score: -15811824.000000 Penalty: 14022.914062
	Iteration 17Q: 3 clusters Score -1.581182e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 91768 members 
Entering Unmasked Estep 
Score: -15813604.000000 Penalty: 14022.914062
	Iteration 18Q: 3 clusters Score -1.58136e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 92441 members 
Entering Unmasked Estep 
Score: -15814397.000000 Penalty: 14022.914062
	Iteration 19Q: 3 clusters Score -1.58144e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 92717 members 
Entering Unmasked Estep 
Score: -15814740.000000 Penalty: 14022.914062
	Iteration 20F: 3 clusters Score -1.581474e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 92841 members 
Entering Unmasked Estep 
Score: -15814935.000000 Penalty: 14022.914062
	Iteration 21Q: 3 clusters Score -1.581494e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 92904 members 
Entering Unmasked Estep 
Score: -15814992.000000 Penalty: 14022.914062
	Iteration 22Q: 3 clusters Score -1.581499e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 92939 members 
Entering Unmasked Estep 
Score: -15815057.000000 Penalty: 14022.914062
	Iteration 23Q: 3 clusters Score -1.581506e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 92962 members 
Entering Unmasked Estep 
Score: -15815095.000000 Penalty: 14022.914062
	Iteration 24Q: 3 clusters Score -1.58151e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 92978 members 
Entering Unmasked Estep 
Score: -15815106.000000 Penalty: 14022.914062
	Iteration 25Q: 3 clusters Score -1.581511e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 92988 members 
Entering Unmasked Estep 
Score: -15815136.000000 Penalty: 14022.914062
	Iteration 26Q: 3 clusters Score -1.581514e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 93008 members 
Entering Unmasked Estep 
Score: -15815191.000000 Penalty: 14022.914062
	Iteration 27Q: 3 clusters Score -1.581519e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 93011 members 
Entering Unmasked Estep 
Score: -15815211.000000 Penalty: 14022.914062
	Iteration 28Q: 3 clusters Score -1.581521e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 93014 members 
Entering Unmasked Estep 
Score: -15815212.000000 Penalty: 14022.914062
	Iteration 29Q: 3 clusters Score -1.581521e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 93017 members 
Entering Unmasked Estep 
Score: -15815225.000000 Penalty: 14022.914062
	Iteration 30Q: 3 clusters Score -1.581522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 93018 members 
Entering Unmasked Estep 
Score: -15815227.000000 Penalty: 14022.914062
	Iteration 31Q: 3 clusters Score -1.581523e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 93018 members 
Entering Unmasked Estep 
Score: -15815237.000000 Penalty: 14022.914062
	Iteration 32Q: 3 clusters Score -1.581524e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 93018 members 
Entering Unmasked Estep 
Score: -15815237.000000 Penalty: 14022.914062
	Iteration 33F: 3 clusters Score -1.581524e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214099 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7240 members 
Mstep: Class 5 contains 25483 members 
Mstep: Class 6 contains 46007 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 20553 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 523014 members 
Mstep: Class 15 contains 23346 members 
Mstep: Class 16 contains 48243 members 
Mstep: Class 17 contains 308949 members 
Mstep: Class 18 contains 28246 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349280.000000 Penalty: 181791.359375
Iteration 239Q: 22 clusters Score -2.333493e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214098 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7241 members 
Mstep: Class 5 contains 25483 members 
Mstep: Class 6 contains 46007 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 20553 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 523016 members 
Mstep: Class 15 contains 23346 members 
Mstep: Class 16 contains 48242 members 
Mstep: Class 17 contains 308948 members 
Mstep: Class 18 contains 28246 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349312.000000 Penalty: 181791.359375
Iteration 240F: 22 clusters Score -2.333493e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214095 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7242 members 
Mstep: Class 5 contains 25487 members 
Mstep: Class 6 contains 46007 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 20553 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 523016 members 
Mstep: Class 15 contains 23346 members 
Mstep: Class 16 contains 48244 members 
Mstep: Class 17 contains 308944 members 
Mstep: Class 18 contains 28246 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349264.000000 Penalty: 181791.359375
Iteration 241Q: 22 clusters Score -2.333493e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214094 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7242 members 
Mstep: Class 5 contains 25488 members 
Mstep: Class 6 contains 46007 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 20553 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 523016 members 
Mstep: Class 15 contains 23346 members 
Mstep: Class 16 contains 48246 members 
Mstep: Class 17 contains 308942 members 
Mstep: Class 18 contains 28246 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349280.000000 Penalty: 181791.359375
Iteration 242Q: 22 clusters Score -2.333493e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214096 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7242 members 
Mstep: Class 5 contains 25487 members 
Mstep: Class 6 contains 46007 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 20554 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 523017 members 
Mstep: Class 15 contains 23346 members 
Mstep: Class 16 contains 48245 members 
Mstep: Class 17 contains 308940 members 
Mstep: Class 18 contains 28246 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349328.000000 Penalty: 181791.359375
Iteration 243Q: 22 clusters Score -2.333493e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214098 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7242 members 
Mstep: Class 5 contains 25487 members 
Mstep: Class 6 contains 46007 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 20554 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 523017 members 
Mstep: Class 15 contains 23346 members 
Mstep: Class 16 contains 48244 members 
Mstep: Class 17 contains 308939 members 
Mstep: Class 18 contains 28246 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349312.000000 Penalty: 181791.359375
Iteration 244Q: 22 clusters Score -2.333493e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214097 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7242 members 
Mstep: Class 5 contains 25487 members 
Mstep: Class 6 contains 46007 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 20554 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 523018 members 
Mstep: Class 15 contains 23346 members 
Mstep: Class 16 contains 48245 members 
Mstep: Class 17 contains 308938 members 
Mstep: Class 18 contains 28246 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349232.000000 Penalty: 181791.359375
Iteration 245Q: 22 clusters Score -2.333492e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214096 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7242 members 
Mstep: Class 5 contains 25487 members 
Mstep: Class 6 contains 46007 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 20554 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 523018 members 
Mstep: Class 15 contains 23346 members 
Mstep: Class 16 contains 48247 members 
Mstep: Class 17 contains 308937 members 
Mstep: Class 18 contains 28246 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349296.000000 Penalty: 181791.359375
Iteration 246Q: 22 clusters Score -2.333493e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214090 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7242 members 
Mstep: Class 5 contains 25487 members 
Mstep: Class 6 contains 46007 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 20554 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 523020 members 
Mstep: Class 15 contains 23346 members 
Mstep: Class 16 contains 48249 members 
Mstep: Class 17 contains 308938 members 
Mstep: Class 18 contains 28246 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349264.000000 Penalty: 181791.359375
Iteration 247Q: 22 clusters Score -2.333493e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214086 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7243 members 
Mstep: Class 5 contains 25486 members 
Mstep: Class 6 contains 46007 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 20554 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 523022 members 
Mstep: Class 15 contains 23346 members 
Mstep: Class 16 contains 48249 members 
Mstep: Class 17 contains 308940 members 
Mstep: Class 18 contains 28246 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349264.000000 Penalty: 181791.359375
Iteration 248Q: 22 clusters Score -2.333493e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214085 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7244 members 
Mstep: Class 5 contains 25486 members 
Mstep: Class 6 contains 46007 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 20554 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 523022 members 
Mstep: Class 15 contains 23346 members 
Mstep: Class 16 contains 48249 members 
Mstep: Class 17 contains 308940 members 
Mstep: Class 18 contains 28246 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349168.000000 Penalty: 181791.359375
Iteration 249Q: 22 clusters Score -2.333492e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214083 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7244 members 
Mstep: Class 5 contains 25486 members 
Mstep: Class 6 contains 46007 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 20554 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 523023 members 
Mstep: Class 15 contains 23346 members 
Mstep: Class 16 contains 48251 members 
Mstep: Class 17 contains 308939 members 
Mstep: Class 18 contains 28246 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349232.000000 Penalty: 181791.359375
Iteration 250Q: 22 clusters Score -2.333492e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214083 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7244 members 
Mstep: Class 5 contains 25486 members 
Mstep: Class 6 contains 46007 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 20554 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 523025 members 
Mstep: Class 15 contains 23346 members 
Mstep: Class 16 contains 48251 members 
Mstep: Class 17 contains 308937 members 
Mstep: Class 18 contains 28246 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349184.000000 Penalty: 181791.359375
Iteration 251Q: 22 clusters Score -2.333492e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214083 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7244 members 
Mstep: Class 5 contains 25486 members 
Mstep: Class 6 contains 46007 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 20554 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 523026 members 
Mstep: Class 15 contains 23346 members 
Mstep: Class 16 contains 48251 members 
Mstep: Class 17 contains 308936 members 
Mstep: Class 18 contains 28246 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349232.000000 Penalty: 181791.359375
Iteration 252Q: 22 clusters Score -2.333492e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214083 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7244 members 
Mstep: Class 5 contains 25486 members 
Mstep: Class 6 contains 46007 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 20554 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 523027 members 
Mstep: Class 15 contains 23346 members 
Mstep: Class 16 contains 48251 members 
Mstep: Class 17 contains 308935 members 
Mstep: Class 18 contains 28246 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349200.000000 Penalty: 181791.359375
Iteration 253Q: 22 clusters Score -2.333492e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214083 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7244 members 
Mstep: Class 5 contains 25486 members 
Mstep: Class 6 contains 46007 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 20554 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 523029 members 
Mstep: Class 15 contains 23346 members 
Mstep: Class 16 contains 48251 members 
Mstep: Class 17 contains 308933 members 
Mstep: Class 18 contains 28246 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349184.000000 Penalty: 181791.359375
Iteration 254Q: 22 clusters Score -2.333492e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214084 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7244 members 
Mstep: Class 5 contains 25486 members 
Mstep: Class 6 contains 46007 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 20554 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 523029 members 
Mstep: Class 15 contains 23346 members 
Mstep: Class 16 contains 48251 members 
Mstep: Class 17 contains 308932 members 
Mstep: Class 18 contains 28246 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349280.000000 Penalty: 181791.359375
Iteration 255Q: 22 clusters Score -2.333493e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214084 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7244 members 
Mstep: Class 5 contains 25486 members 
Mstep: Class 6 contains 46007 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 20554 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 523030 members 
Mstep: Class 15 contains 23346 members 
Mstep: Class 16 contains 48251 members 
Mstep: Class 17 contains 308931 members 
Mstep: Class 18 contains 28246 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349216.000000 Penalty: 181791.359375
Iteration 256Q: 22 clusters Score -2.333492e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214084 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7244 members 
Mstep: Class 5 contains 25486 members 
Mstep: Class 6 contains 46007 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 20554 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 523030 members 
Mstep: Class 15 contains 23346 members 
Mstep: Class 16 contains 48251 members 
Mstep: Class 17 contains 308931 members 
Mstep: Class 18 contains 28246 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233349216.000000 Penalty: 181791.359375
Iteration 257F: 22 clusters Score -2.333492e+08 nChanged 0
Entering ConstructFrom: 
Score: -233349216.000000 Penalty: 181791.359375
Entering ConstructFrom: 
Trying to split cluster 1 (214084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214084 members 
Entering Unmasked Estep 
Score: -36867344.000000 Penalty: 7517.900879
	Iteration 0F: 2 clusters Score -3.686734e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107402 members 
Mstep: Class 2 contains 106682 members 
Entering Unmasked Estep 
Score: -36725020.000000 Penalty: 15035.801758
	Iteration 0F: 3 clusters Score -3.672502e+07 nChanged 100866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111558 members 
Mstep: Class 2 contains 102526 members 
Entering Unmasked Estep 
Score: -36782048.000000 Penalty: 15035.801758
	Iteration 1F: 3 clusters Score -3.678205e+07 nChanged 6967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114203 members 
Mstep: Class 2 contains 99881 members 
Entering Unmasked Estep 
Score: -36783760.000000 Penalty: 15035.801758
	Iteration 2Q: 3 clusters Score -3.678376e+07 nChanged 7132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118151 members 
Mstep: Class 2 contains 95933 members 
Entering Unmasked Estep 
Score: -36785940.000000 Penalty: 15035.801758
	Iteration 3Q: 3 clusters Score -3.678594e+07 nChanged 8059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123952 members 
Mstep: Class 2 contains 90132 members 
Entering Unmasked Estep 
Score: -36788744.000000 Penalty: 15035.801758
	Iteration 4Q: 3 clusters Score -3.678874e+07 nChanged 9700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132244 members 
Mstep: Class 2 contains 81840 members 
Entering Unmasked Estep 
Score: -36793144.000000 Penalty: 15035.801758
	Iteration 5Q: 3 clusters Score -3.679314e+07 nChanged 12054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143518 members 
Mstep: Class 2 contains 70566 members 
Entering Unmasked Estep 
Score: -36800388.000000 Penalty: 15035.801758
	Iteration 6F: 3 clusters Score -3.680039e+07 nChanged 14839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157955 members 
Mstep: Class 2 contains 56129 members 
Entering Unmasked Estep 
Score: -36811608.000000 Penalty: 15035.801758
	Iteration 7F: 3 clusters Score -3.681161e+07 nChanged 16865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174624 members 
Mstep: Class 2 contains 39460 members 
Entering Unmasked Estep 
Score: -36825976.000000 Penalty: 15035.801758
	Iteration 8F: 3 clusters Score -3.682598e+07 nChanged 16102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190636 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -36840808.000000 Penalty: 15035.801758
	Iteration 9F: 3 clusters Score -3.684081e+07 nChanged 11911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202493 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -36851636.000000 Penalty: 15035.801758
	Iteration 10F: 3 clusters Score -3.685164e+07 nChanged 6452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208875 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -36857528.000000 Penalty: 15035.801758
	Iteration 11Q: 3 clusters Score -3.685753e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211451 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -36859936.000000 Penalty: 15035.801758
	Iteration 12Q: 3 clusters Score -3.685994e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212277 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -36860780.000000 Penalty: 15035.801758
	Iteration 13Q: 3 clusters Score -3.686078e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212561 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -36861304.000000 Penalty: 15035.801758
	Iteration 14Q: 3 clusters Score -3.68613e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212661 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -36861588.000000 Penalty: 15035.801758
	Iteration 15Q: 3 clusters Score -3.686159e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212715 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -36861812.000000 Penalty: 15035.801758
	Iteration 16Q: 3 clusters Score -3.686181e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212740 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -36861988.000000 Penalty: 15035.801758
	Iteration 17Q: 3 clusters Score -3.686199e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212752 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -36862188.000000 Penalty: 15035.801758
	Iteration 18Q: 3 clusters Score -3.686219e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212750 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -36862368.000000 Penalty: 15035.801758
	Iteration 19Q: 3 clusters Score -3.686237e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212737 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -36862464.000000 Penalty: 15035.801758
	Iteration 20F: 3 clusters Score -3.686246e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212715 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -36862508.000000 Penalty: 15035.801758
	Iteration 21Q: 3 clusters Score -3.686251e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212704 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -36862584.000000 Penalty: 15035.801758
	Iteration 22Q: 3 clusters Score -3.686258e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212671 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -36862596.000000 Penalty: 15035.801758
	Iteration 23Q: 3 clusters Score -3.68626e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212635 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -36862668.000000 Penalty: 15035.801758
	Iteration 24Q: 3 clusters Score -3.686267e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212581 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -36862744.000000 Penalty: 15035.801758
	Iteration 25Q: 3 clusters Score -3.686274e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212548 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -36862792.000000 Penalty: 15035.801758
	Iteration 26Q: 3 clusters Score -3.686279e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212517 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -36862812.000000 Penalty: 15035.801758
	Iteration 27Q: 3 clusters Score -3.686281e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212478 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -36862880.000000 Penalty: 15035.801758
	Iteration 28Q: 3 clusters Score -3.686288e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212445 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -36862928.000000 Penalty: 15035.801758
	Iteration 29Q: 3 clusters Score -3.686293e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212422 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -36862952.000000 Penalty: 15035.801758
	Iteration 30Q: 3 clusters Score -3.686295e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212397 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -36863000.000000 Penalty: 15035.801758
	Iteration 31Q: 3 clusters Score -3.6863e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212376 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -36862988.000000 Penalty: 15035.801758
	Iteration 32Q: 3 clusters Score -3.686299e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212342 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -36862996.000000 Penalty: 15035.801758
	Iteration 33Q: 3 clusters Score -3.6863e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212325 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -36862988.000000 Penalty: 15035.801758
	Iteration 34Q: 3 clusters Score -3.686299e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212299 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -36863008.000000 Penalty: 15035.801758
	Iteration 35Q: 3 clusters Score -3.686301e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212276 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -36863012.000000 Penalty: 15035.801758
	Iteration 36Q: 3 clusters Score -3.686301e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212257 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -36863060.000000 Penalty: 15035.801758
	Iteration 37Q: 3 clusters Score -3.686306e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212237 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -36863028.000000 Penalty: 15035.801758
	Iteration 38Q: 3 clusters Score -3.686303e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212207 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -36863004.000000 Penalty: 15035.801758
	Iteration 39Q: 3 clusters Score -3.6863e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212182 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -36863000.000000 Penalty: 15035.801758
	Iteration 40F: 3 clusters Score -3.6863e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212163 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -36863028.000000 Penalty: 15035.801758
	Iteration 41Q: 3 clusters Score -3.686303e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212156 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -36863016.000000 Penalty: 15035.801758
	Iteration 42Q: 3 clusters Score -3.686302e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212147 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -36863020.000000 Penalty: 15035.801758
	Iteration 43Q: 3 clusters Score -3.686302e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212139 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -36863044.000000 Penalty: 15035.801758
	Iteration 44Q: 3 clusters Score -3.686304e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212131 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -36863056.000000 Penalty: 15035.801758
	Iteration 45Q: 3 clusters Score -3.686306e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212123 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -36863036.000000 Penalty: 15035.801758
	Iteration 46Q: 3 clusters Score -3.686304e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212113 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -36863056.000000 Penalty: 15035.801758
	Iteration 47Q: 3 clusters Score -3.686306e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212102 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -36863088.000000 Penalty: 15035.801758
	Iteration 48Q: 3 clusters Score -3.686309e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212095 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -36863108.000000 Penalty: 15035.801758
	Iteration 49Q: 3 clusters Score -3.686311e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212086 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -36863088.000000 Penalty: 15035.801758
	Iteration 50Q: 3 clusters Score -3.686309e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212075 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -36863096.000000 Penalty: 15035.801758
	Iteration 51Q: 3 clusters Score -3.68631e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212070 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -36863108.000000 Penalty: 15035.801758
	Iteration 52Q: 3 clusters Score -3.686311e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212062 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -36863112.000000 Penalty: 15035.801758
	Iteration 53Q: 3 clusters Score -3.686311e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212056 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -36863148.000000 Penalty: 15035.801758
	Iteration 54Q: 3 clusters Score -3.686315e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212053 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -36863140.000000 Penalty: 15035.801758
	Iteration 55Q: 3 clusters Score -3.686314e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212050 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -36863160.000000 Penalty: 15035.801758
	Iteration 56Q: 3 clusters Score -3.686316e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212044 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -36863132.000000 Penalty: 15035.801758
	Iteration 57Q: 3 clusters Score -3.686313e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212037 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -36863128.000000 Penalty: 15035.801758
	Iteration 58Q: 3 clusters Score -3.686313e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212034 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -36863132.000000 Penalty: 15035.801758
	Iteration 59Q: 3 clusters Score -3.686313e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212031 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -36863128.000000 Penalty: 15035.801758
	Iteration 60F: 3 clusters Score -3.686313e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212025 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -36863120.000000 Penalty: 15035.801758
	Iteration 61Q: 3 clusters Score -3.686312e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212020 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -36863120.000000 Penalty: 15035.801758
	Iteration 62Q: 3 clusters Score -3.686312e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212014 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -36863144.000000 Penalty: 15035.801758
	Iteration 63Q: 3 clusters Score -3.686314e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212007 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -36863152.000000 Penalty: 15035.801758
	Iteration 64Q: 3 clusters Score -3.686315e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211999 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -36863148.000000 Penalty: 15035.801758
	Iteration 65Q: 3 clusters Score -3.686315e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211996 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -36863160.000000 Penalty: 15035.801758
	Iteration 66Q: 3 clusters Score -3.686316e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211988 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -36863176.000000 Penalty: 15035.801758
	Iteration 67Q: 3 clusters Score -3.686318e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211982 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -36863164.000000 Penalty: 15035.801758
	Iteration 68Q: 3 clusters Score -3.686316e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211979 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -36863152.000000 Penalty: 15035.801758
	Iteration 69Q: 3 clusters Score -3.686315e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211979 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -36863144.000000 Penalty: 15035.801758
	Iteration 70Q: 3 clusters Score -3.686314e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211977 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -36863156.000000 Penalty: 15035.801758
	Iteration 71Q: 3 clusters Score -3.686316e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211976 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -36863144.000000 Penalty: 15035.801758
	Iteration 72Q: 3 clusters Score -3.686314e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211971 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -36863152.000000 Penalty: 15035.801758
	Iteration 73Q: 3 clusters Score -3.686315e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211966 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -36863172.000000 Penalty: 15035.801758
	Iteration 74Q: 3 clusters Score -3.686317e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211960 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -36863184.000000 Penalty: 15035.801758
	Iteration 75Q: 3 clusters Score -3.686318e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211958 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -36863164.000000 Penalty: 15035.801758
	Iteration 76Q: 3 clusters Score -3.686316e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211956 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -36863172.000000 Penalty: 15035.801758
	Iteration 77Q: 3 clusters Score -3.686317e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211950 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -36863176.000000 Penalty: 15035.801758
	Iteration 78Q: 3 clusters Score -3.686318e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211943 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -36863176.000000 Penalty: 15035.801758
	Iteration 79Q: 3 clusters Score -3.686318e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211941 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -36863168.000000 Penalty: 15035.801758
	Iteration 80F: 3 clusters Score -3.686317e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211937 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -36863168.000000 Penalty: 15035.801758
	Iteration 81Q: 3 clusters Score -3.686317e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211931 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -36863156.000000 Penalty: 15035.801758
	Iteration 82Q: 3 clusters Score -3.686316e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211924 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -36863184.000000 Penalty: 15035.801758
	Iteration 83Q: 3 clusters Score -3.686318e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211917 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -36863208.000000 Penalty: 15035.801758
	Iteration 84Q: 3 clusters Score -3.686321e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211908 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -36863212.000000 Penalty: 15035.801758
	Iteration 85Q: 3 clusters Score -3.686321e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211905 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -36863200.000000 Penalty: 15035.801758
	Iteration 86Q: 3 clusters Score -3.68632e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211902 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -36863216.000000 Penalty: 15035.801758
	Iteration 87Q: 3 clusters Score -3.686322e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211905 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -36863180.000000 Penalty: 15035.801758
	Iteration 88Q: 3 clusters Score -3.686318e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211909 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -36863200.000000 Penalty: 15035.801758
	Iteration 89Q: 3 clusters Score -3.68632e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211905 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -36863208.000000 Penalty: 15035.801758
	Iteration 90Q: 3 clusters Score -3.686321e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211905 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -36863228.000000 Penalty: 15035.801758
	Iteration 91Q: 3 clusters Score -3.686323e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211903 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -36863236.000000 Penalty: 15035.801758
	Iteration 92Q: 3 clusters Score -3.686324e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211900 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -36863228.000000 Penalty: 15035.801758
	Iteration 93Q: 3 clusters Score -3.686323e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211897 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -36863212.000000 Penalty: 15035.801758
	Iteration 94Q: 3 clusters Score -3.686321e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211890 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -36863200.000000 Penalty: 15035.801758
	Iteration 95Q: 3 clusters Score -3.68632e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211889 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -36863216.000000 Penalty: 15035.801758
	Iteration 96Q: 3 clusters Score -3.686322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211888 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -36863204.000000 Penalty: 15035.801758
	Iteration 97Q: 3 clusters Score -3.68632e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211887 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -36863212.000000 Penalty: 15035.801758
	Iteration 98Q: 3 clusters Score -3.686321e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211885 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -36863220.000000 Penalty: 15035.801758
	Iteration 99Q: 3 clusters Score -3.686322e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211885 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -36863220.000000 Penalty: 15035.801758
	Iteration 100F: 3 clusters Score -3.686322e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Entering Unmasked Estep 
Score: -22473.988281 Penalty: 3163.431396
	Iteration 0F: 2 clusters Score -22473.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -20301.865234 Penalty: 6326.862793
	Iteration 0F: 3 clusters Score -20301.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -20326.109375 Penalty: 6326.862793
	Iteration 1Q: 3 clusters Score -20326.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -20326.109375 Penalty: 6326.862793
	Iteration 2F: 3 clusters Score -20326.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Entering Unmasked Estep 
Score: -458407.343750 Penalty: 4847.255371
	Iteration 0F: 2 clusters Score -458407.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -452824.375000 Penalty: 9694.510742
	Iteration 0F: 3 clusters Score -452824.4 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -453543.593750 Penalty: 9694.510742
	Iteration 1F: 3 clusters Score -453543.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -453861.625000 Penalty: 9694.510742
	Iteration 2F: 3 clusters Score -453861.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -454142.281250 Penalty: 9694.510742
	Iteration 3Q: 3 clusters Score -454142.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -454444.875000 Penalty: 9694.510742
	Iteration 4Q: 3 clusters Score -454444.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -454816.125000 Penalty: 9694.510742
	Iteration 5F: 3 clusters Score -454816.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -455330.687500 Penalty: 9694.510742
	Iteration 6F: 3 clusters Score -455330.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -455926.500000 Penalty: 9694.510742
	Iteration 7F: 3 clusters Score -455926.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -456485.468750 Penalty: 9694.510742
	Iteration 8F: 3 clusters Score -456485.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -456977.718750 Penalty: 9694.510742
	Iteration 9F: 3 clusters Score -456977.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -457392.000000 Penalty: 9694.510742
	Iteration 10Q: 3 clusters Score -457392 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -457681.781250 Penalty: 9694.510742
	Iteration 11Q: 3 clusters Score -457681.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -457786.843750 Penalty: 9694.510742
	Iteration 12Q: 3 clusters Score -457786.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -457818.718750 Penalty: 9694.510742
	Iteration 13Q: 3 clusters Score -457818.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -457830.656250 Penalty: 9694.510742
	Iteration 14Q: 3 clusters Score -457830.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -457833.718750 Penalty: 9694.510742
	Iteration 15Q: 3 clusters Score -457833.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -457835.031250 Penalty: 9694.510742
	Iteration 16Q: 3 clusters Score -457835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -457835.031250 Penalty: 9694.510742
	Iteration 17F: 3 clusters Score -457835 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Entering Unmasked Estep 
Score: -1168440.375000 Penalty: 5443.856445
	Iteration 0F: 2 clusters Score -1168440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1159889.250000 Penalty: 10887.712891
	Iteration 0F: 3 clusters Score -1159889 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1161487.000000 Penalty: 10887.712891
	Iteration 1F: 3 clusters Score -1161487 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1161923.875000 Penalty: 10887.712891
	Iteration 2F: 3 clusters Score -1161924 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1162277.625000 Penalty: 10887.712891
	Iteration 3F: 3 clusters Score -1162278 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1162653.250000 Penalty: 10887.712891
	Iteration 4Q: 3 clusters Score -1162653 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1162984.875000 Penalty: 10887.712891
	Iteration 5Q: 3 clusters Score -1162985 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1163223.375000 Penalty: 10887.712891
	Iteration 6Q: 3 clusters Score -1163223 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1163395.750000 Penalty: 10887.712891
	Iteration 7Q: 3 clusters Score -1163396 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1163553.250000 Penalty: 10887.712891
	Iteration 8Q: 3 clusters Score -1163553 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1163691.875000 Penalty: 10887.712891
	Iteration 9Q: 3 clusters Score -1163692 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1163819.875000 Penalty: 10887.712891
	Iteration 10Q: 3 clusters Score -1163820 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1163925.625000 Penalty: 10887.712891
	Iteration 11Q: 3 clusters Score -1163926 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1164013.375000 Penalty: 10887.712891
	Iteration 12Q: 3 clusters Score -1164013 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1164108.875000 Penalty: 10887.712891
	Iteration 13Q: 3 clusters Score -1164109 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1164196.875000 Penalty: 10887.712891
	Iteration 14Q: 3 clusters Score -1164197 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1164280.250000 Penalty: 10887.712891
	Iteration 15Q: 3 clusters Score -1164280 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1164373.500000 Penalty: 10887.712891
	Iteration 16Q: 3 clusters Score -1164374 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1164466.375000 Penalty: 10887.712891
	Iteration 17Q: 3 clusters Score -1164466 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1164540.750000 Penalty: 10887.712891
	Iteration 18Q: 3 clusters Score -1164541 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1164622.375000 Penalty: 10887.712891
	Iteration 19Q: 3 clusters Score -1164622 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1164698.875000 Penalty: 10887.712891
	Iteration 20F: 3 clusters Score -1164699 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1164767.500000 Penalty: 10887.712891
	Iteration 21Q: 3 clusters Score -1164768 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1164844.125000 Penalty: 10887.712891
	Iteration 22Q: 3 clusters Score -1164844 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1164914.750000 Penalty: 10887.712891
	Iteration 23Q: 3 clusters Score -1164915 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1164983.875000 Penalty: 10887.712891
	Iteration 24Q: 3 clusters Score -1164984 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1165055.125000 Penalty: 10887.712891
	Iteration 25Q: 3 clusters Score -1165055 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1165128.000000 Penalty: 10887.712891
	Iteration 26Q: 3 clusters Score -1165128 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1165188.375000 Penalty: 10887.712891
	Iteration 27Q: 3 clusters Score -1165188 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1165259.750000 Penalty: 10887.712891
	Iteration 28Q: 3 clusters Score -1165260 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1165317.250000 Penalty: 10887.712891
	Iteration 29Q: 3 clusters Score -1165317 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1165372.125000 Penalty: 10887.712891
	Iteration 30Q: 3 clusters Score -1165372 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1165424.875000 Penalty: 10887.712891
	Iteration 31Q: 3 clusters Score -1165425 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1165469.000000 Penalty: 10887.712891
	Iteration 32Q: 3 clusters Score -1165469 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1165514.000000 Penalty: 10887.712891
	Iteration 33Q: 3 clusters Score -1165514 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1165554.750000 Penalty: 10887.712891
	Iteration 34Q: 3 clusters Score -1165555 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1165590.875000 Penalty: 10887.712891
	Iteration 35Q: 3 clusters Score -1165591 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1165626.625000 Penalty: 10887.712891
	Iteration 36Q: 3 clusters Score -1165627 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1165648.125000 Penalty: 10887.712891
	Iteration 37Q: 3 clusters Score -1165648 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1165676.250000 Penalty: 10887.712891
	Iteration 38Q: 3 clusters Score -1165676 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1165702.375000 Penalty: 10887.712891
	Iteration 39Q: 3 clusters Score -1165702 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1165723.500000 Penalty: 10887.712891
	Iteration 40F: 3 clusters Score -1165724 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1165753.625000 Penalty: 10887.712891
	Iteration 41Q: 3 clusters Score -1165754 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1165774.000000 Penalty: 10887.712891
	Iteration 42Q: 3 clusters Score -1165774 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1165796.875000 Penalty: 10887.712891
	Iteration 43Q: 3 clusters Score -1165797 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1165818.875000 Penalty: 10887.712891
	Iteration 44Q: 3 clusters Score -1165819 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1165837.875000 Penalty: 10887.712891
	Iteration 45Q: 3 clusters Score -1165838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1165852.625000 Penalty: 10887.712891
	Iteration 46Q: 3 clusters Score -1165853 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1165868.750000 Penalty: 10887.712891
	Iteration 47Q: 3 clusters Score -1165869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1165877.125000 Penalty: 10887.712891
	Iteration 48Q: 3 clusters Score -1165877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1165883.500000 Penalty: 10887.712891
	Iteration 49Q: 3 clusters Score -1165884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1165889.125000 Penalty: 10887.712891
	Iteration 50Q: 3 clusters Score -1165889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1165895.500000 Penalty: 10887.712891
	Iteration 51Q: 3 clusters Score -1165896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1165901.625000 Penalty: 10887.712891
	Iteration 52Q: 3 clusters Score -1165902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1165909.500000 Penalty: 10887.712891
	Iteration 53Q: 3 clusters Score -1165910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1165931.250000 Penalty: 10887.712891
	Iteration 54Q: 3 clusters Score -1165931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1165938.500000 Penalty: 10887.712891
	Iteration 55Q: 3 clusters Score -1165938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1165943.375000 Penalty: 10887.712891
	Iteration 56Q: 3 clusters Score -1165943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1165949.000000 Penalty: 10887.712891
	Iteration 57Q: 3 clusters Score -1165949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1165948.250000 Penalty: 10887.712891
	Iteration 58Q: 3 clusters Score -1165948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1165951.000000 Penalty: 10887.712891
	Iteration 59Q: 3 clusters Score -1165951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1165949.625000 Penalty: 10887.712891
	Iteration 60F: 3 clusters Score -1165950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (25486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25486 members 
Entering Unmasked Estep 
Score: -4212089.500000 Penalty: 6214.354492
	Iteration 0F: 2 clusters Score -4212090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -4192150.750000 Penalty: 12428.708984
	Iteration 0F: 3 clusters Score -4192151 nChanged 10519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -4197816.000000 Penalty: 12428.708984
	Iteration 1F: 3 clusters Score -4197816 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -4198519.500000 Penalty: 12428.708984
	Iteration 2F: 3 clusters Score -4198520 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -4199089.000000 Penalty: 12428.708984
	Iteration 3Q: 3 clusters Score -4199089 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -4199516.000000 Penalty: 12428.708984
	Iteration 4Q: 3 clusters Score -4199516 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -4199872.500000 Penalty: 12428.708984
	Iteration 5Q: 3 clusters Score -4199872 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -4200167.500000 Penalty: 12428.708984
	Iteration 6Q: 3 clusters Score -4200168 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -4200396.000000 Penalty: 12428.708984
	Iteration 7Q: 3 clusters Score -4200396 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -4200594.000000 Penalty: 12428.708984
	Iteration 8Q: 3 clusters Score -4200594 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -4200733.000000 Penalty: 12428.708984
	Iteration 9Q: 3 clusters Score -4200733 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -4200855.500000 Penalty: 12428.708984
	Iteration 10Q: 3 clusters Score -4200856 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -4201000.000000 Penalty: 12428.708984
	Iteration 11Q: 3 clusters Score -4201000 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -4201116.000000 Penalty: 12428.708984
	Iteration 12Q: 3 clusters Score -4201116 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -4201262.500000 Penalty: 12428.708984
	Iteration 13Q: 3 clusters Score -4201262 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -4201389.500000 Penalty: 12428.708984
	Iteration 14Q: 3 clusters Score -4201390 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -4201502.000000 Penalty: 12428.708984
	Iteration 15Q: 3 clusters Score -4201502 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -4201673.500000 Penalty: 12428.708984
	Iteration 16Q: 3 clusters Score -4201674 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -4201821.500000 Penalty: 12428.708984
	Iteration 17Q: 3 clusters Score -4201822 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -4201986.000000 Penalty: 12428.708984
	Iteration 18Q: 3 clusters Score -4201986 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -4202173.500000 Penalty: 12428.708984
	Iteration 19Q: 3 clusters Score -4202174 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -4202373.500000 Penalty: 12428.708984
	Iteration 20F: 3 clusters Score -4202374 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -4202612.500000 Penalty: 12428.708984
	Iteration 21Q: 3 clusters Score -4202612 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -4202919.000000 Penalty: 12428.708984
	Iteration 22Q: 3 clusters Score -4202919 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -4203236.500000 Penalty: 12428.708984
	Iteration 23Q: 3 clusters Score -4203236 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -4203594.500000 Penalty: 12428.708984
	Iteration 24Q: 3 clusters Score -4203594 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -4204000.000000 Penalty: 12428.708984
	Iteration 25Q: 3 clusters Score -4204000 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -4204398.500000 Penalty: 12428.708984
	Iteration 26Q: 3 clusters Score -4204398 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -4204823.000000 Penalty: 12428.708984
	Iteration 27Q: 3 clusters Score -4204823 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -4205222.000000 Penalty: 12428.708984
	Iteration 28Q: 3 clusters Score -4205222 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -4205643.500000 Penalty: 12428.708984
	Iteration 29Q: 3 clusters Score -4205644 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -4206029.500000 Penalty: 12428.708984
	Iteration 30Q: 3 clusters Score -4206030 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -4206375.500000 Penalty: 12428.708984
	Iteration 31Q: 3 clusters Score -4206376 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -4206711.500000 Penalty: 12428.708984
	Iteration 32Q: 3 clusters Score -4206712 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -4206953.000000 Penalty: 12428.708984
	Iteration 33Q: 3 clusters Score -4206953 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -4207114.500000 Penalty: 12428.708984
	Iteration 34Q: 3 clusters Score -4207114 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
Score: -4207257.000000 Penalty: 12428.708984
	Iteration 35Q: 3 clusters Score -4207257 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -4207357.000000 Penalty: 12428.708984
	Iteration 36Q: 3 clusters Score -4207357 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -4207454.500000 Penalty: 12428.708984
	Iteration 37Q: 3 clusters Score -4207454 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -4207509.500000 Penalty: 12428.708984
	Iteration 38Q: 3 clusters Score -4207510 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -4207561.000000 Penalty: 12428.708984
	Iteration 39Q: 3 clusters Score -4207561 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -4207608.000000 Penalty: 12428.708984
	Iteration 40F: 3 clusters Score -4207608 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 23681 members 
Entering Unmasked Estep 
Score: -4207685.000000 Penalty: 12428.708984
	Iteration 41Q: 3 clusters Score -4207685 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -4207731.000000 Penalty: 12428.708984
	Iteration 42Q: 3 clusters Score -4207731 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -4207761.500000 Penalty: 12428.708984
	Iteration 43Q: 3 clusters Score -4207762 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -4207788.000000 Penalty: 12428.708984
	Iteration 44Q: 3 clusters Score -4207788 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 23857 members 
Entering Unmasked Estep 
Score: -4207805.500000 Penalty: 12428.708984
	Iteration 45Q: 3 clusters Score -4207806 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -4207825.500000 Penalty: 12428.708984
	Iteration 46Q: 3 clusters Score -4207826 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -4207835.000000 Penalty: 12428.708984
	Iteration 47Q: 3 clusters Score -4207835 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -4207845.000000 Penalty: 12428.708984
	Iteration 48Q: 3 clusters Score -4207845 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -4207855.500000 Penalty: 12428.708984
	Iteration 49Q: 3 clusters Score -4207856 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 23953 members 
Entering Unmasked Estep 
Score: -4207872.500000 Penalty: 12428.708984
	Iteration 50Q: 3 clusters Score -4207872 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 23967 members 
Entering Unmasked Estep 
Score: -4207885.500000 Penalty: 12428.708984
	Iteration 51Q: 3 clusters Score -4207886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -4207893.000000 Penalty: 12428.708984
	Iteration 52Q: 3 clusters Score -4207893 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 23997 members 
Entering Unmasked Estep 
Score: -4207902.500000 Penalty: 12428.708984
	Iteration 53Q: 3 clusters Score -4207902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -4207905.000000 Penalty: 12428.708984
	Iteration 54Q: 3 clusters Score -4207905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -4207912.500000 Penalty: 12428.708984
	Iteration 55Q: 3 clusters Score -4207912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -4207914.500000 Penalty: 12428.708984
	Iteration 56Q: 3 clusters Score -4207914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -4207928.500000 Penalty: 12428.708984
	Iteration 57Q: 3 clusters Score -4207928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
Score: -4207927.000000 Penalty: 12428.708984
	Iteration 58Q: 3 clusters Score -4207927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 24040 members 
Entering Unmasked Estep 
Score: -4207920.500000 Penalty: 12428.708984
	Iteration 59Q: 3 clusters Score -4207920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -4207921.500000 Penalty: 12428.708984
	Iteration 60F: 3 clusters Score -4207922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -4207926.500000 Penalty: 12428.708984
	Iteration 61Q: 3 clusters Score -4207926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -4207930.500000 Penalty: 12428.708984
	Iteration 62Q: 3 clusters Score -4207930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -4207932.000000 Penalty: 12428.708984
	Iteration 63Q: 3 clusters Score -4207932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 24049 members 
Entering Unmasked Estep 
Score: -4207931.500000 Penalty: 12428.708984
	Iteration 64Q: 3 clusters Score -4207932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -4207929.500000 Penalty: 12428.708984
	Iteration 65Q: 3 clusters Score -4207930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -4207933.500000 Penalty: 12428.708984
	Iteration 66Q: 3 clusters Score -4207934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 24049 members 
Entering Unmasked Estep 
Score: -4207935.000000 Penalty: 12428.708984
	Iteration 67Q: 3 clusters Score -4207935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 24049 members 
Entering Unmasked Estep 
Score: -4207935.000000 Penalty: 12428.708984
	Iteration 68F: 3 clusters Score -4207935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46007 members 
Entering Unmasked Estep 
Score: -7989924.500000 Penalty: 6576.135742
	Iteration 0F: 2 clusters Score -7989924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -7956835.500000 Penalty: 13152.271484
	Iteration 0F: 3 clusters Score -7956836 nChanged 20196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -7967856.000000 Penalty: 13152.271484
	Iteration 1F: 3 clusters Score -7967856 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 24427 members 
Entering Unmasked Estep 
Score: -7969364.500000 Penalty: 13152.271484
	Iteration 2F: 3 clusters Score -7969364 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 25358 members 
Entering Unmasked Estep 
Score: -7971417.000000 Penalty: 13152.271484
	Iteration 3F: 3 clusters Score -7971417 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 26800 members 
Entering Unmasked Estep 
Score: -7973746.000000 Penalty: 13152.271484
	Iteration 4F: 3 clusters Score -7973746 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 28767 members 
Entering Unmasked Estep 
Score: -7976422.000000 Penalty: 13152.271484
	Iteration 5F: 3 clusters Score -7976422 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 31155 members 
Entering Unmasked Estep 
Score: -7979167.500000 Penalty: 13152.271484
	Iteration 6F: 3 clusters Score -7979168 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 33567 members 
Entering Unmasked Estep 
Score: -7981494.500000 Penalty: 13152.271484
	Iteration 7F: 3 clusters Score -7981494 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 35662 members 
Entering Unmasked Estep 
Score: -7983290.500000 Penalty: 13152.271484
	Iteration 8F: 3 clusters Score -7983290 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 37344 members 
Entering Unmasked Estep 
Score: -7984551.000000 Penalty: 13152.271484
	Iteration 9Q: 3 clusters Score -7984551 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 38677 members 
Entering Unmasked Estep 
Score: -7985484.000000 Penalty: 13152.271484
	Iteration 10Q: 3 clusters Score -7985484 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 39710 members 
Entering Unmasked Estep 
Score: -7986067.500000 Penalty: 13152.271484
	Iteration 11Q: 3 clusters Score -7986068 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 40453 members 
Entering Unmasked Estep 
Score: -7986508.500000 Penalty: 13152.271484
	Iteration 12Q: 3 clusters Score -7986508 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 41008 members 
Entering Unmasked Estep 
Score: -7986749.500000 Penalty: 13152.271484
	Iteration 13Q: 3 clusters Score -7986750 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 41428 members 
Entering Unmasked Estep 
Score: -7986924.000000 Penalty: 13152.271484
	Iteration 14Q: 3 clusters Score -7986924 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 41738 members 
Entering Unmasked Estep 
Score: -7987082.000000 Penalty: 13152.271484
	Iteration 15Q: 3 clusters Score -7987082 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 42004 members 
Entering Unmasked Estep 
Score: -7987197.000000 Penalty: 13152.271484
	Iteration 16Q: 3 clusters Score -7987197 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 42205 members 
Entering Unmasked Estep 
Score: -7987272.000000 Penalty: 13152.271484
	Iteration 17Q: 3 clusters Score -7987272 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 42372 members 
Entering Unmasked Estep 
Score: -7987338.500000 Penalty: 13152.271484
	Iteration 18Q: 3 clusters Score -7987338 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 42484 members 
Entering Unmasked Estep 
Score: -7987357.500000 Penalty: 13152.271484
	Iteration 19Q: 3 clusters Score -7987358 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 42573 members 
Entering Unmasked Estep 
Score: -7987389.000000 Penalty: 13152.271484
	Iteration 20F: 3 clusters Score -7987389 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 42642 members 
Entering Unmasked Estep 
Score: -7987403.500000 Penalty: 13152.271484
	Iteration 21Q: 3 clusters Score -7987404 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 42700 members 
Entering Unmasked Estep 
Score: -7987436.000000 Penalty: 13152.271484
	Iteration 22Q: 3 clusters Score -7987436 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 42749 members 
Entering Unmasked Estep 
Score: -7987444.500000 Penalty: 13152.271484
	Iteration 23Q: 3 clusters Score -7987444 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 42799 members 
Entering Unmasked Estep 
Score: -7987467.500000 Penalty: 13152.271484
	Iteration 24Q: 3 clusters Score -7987468 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 42838 members 
Entering Unmasked Estep 
Score: -7987473.500000 Penalty: 13152.271484
	Iteration 25Q: 3 clusters Score -7987474 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 42859 members 
Entering Unmasked Estep 
Score: -7987483.500000 Penalty: 13152.271484
	Iteration 26Q: 3 clusters Score -7987484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 42874 members 
Entering Unmasked Estep 
Score: -7987492.000000 Penalty: 13152.271484
	Iteration 27Q: 3 clusters Score -7987492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 42885 members 
Entering Unmasked Estep 
Score: -7987485.000000 Penalty: 13152.271484
	Iteration 28Q: 3 clusters Score -7987485 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 42900 members 
Entering Unmasked Estep 
Score: -7987465.000000 Penalty: 13152.271484
	Iteration 29Q: 3 clusters Score -7987465 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 42918 members 
Entering Unmasked Estep 
Score: -7987492.000000 Penalty: 13152.271484
	Iteration 30Q: 3 clusters Score -7987492 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 42934 members 
Entering Unmasked Estep 
Score: -7987492.000000 Penalty: 13152.271484
	Iteration 31Q: 3 clusters Score -7987492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 42944 members 
Entering Unmasked Estep 
Score: -7987499.500000 Penalty: 13152.271484
	Iteration 32Q: 3 clusters Score -7987500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 42951 members 
Entering Unmasked Estep 
Score: -7987486.000000 Penalty: 13152.271484
	Iteration 33Q: 3 clusters Score -7987486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 42958 members 
Entering Unmasked Estep 
Score: -7987495.500000 Penalty: 13152.271484
	Iteration 34Q: 3 clusters Score -7987496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 42961 members 
Entering Unmasked Estep 
Score: -7987498.500000 Penalty: 13152.271484
	Iteration 35Q: 3 clusters Score -7987498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 42966 members 
Entering Unmasked Estep 
Score: -7987504.500000 Penalty: 13152.271484
	Iteration 36Q: 3 clusters Score -7987504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 42973 members 
Entering Unmasked Estep 
Score: -7987507.500000 Penalty: 13152.271484
	Iteration 37Q: 3 clusters Score -7987508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 42978 members 
Entering Unmasked Estep 
Score: -7987511.500000 Penalty: 13152.271484
	Iteration 38Q: 3 clusters Score -7987512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 42988 members 
Entering Unmasked Estep 
Score: -7987503.000000 Penalty: 13152.271484
	Iteration 39Q: 3 clusters Score -7987503 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 43000 members 
Entering Unmasked Estep 
Score: -7987503.000000 Penalty: 13152.271484
	Iteration 40F: 3 clusters Score -7987503 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 43011 members 
Entering Unmasked Estep 
Score: -7987511.500000 Penalty: 13152.271484
	Iteration 41Q: 3 clusters Score -7987512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 43018 members 
Entering Unmasked Estep 
Score: -7987520.000000 Penalty: 13152.271484
	Iteration 42Q: 3 clusters Score -7987520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 43029 members 
Entering Unmasked Estep 
Score: -7987520.000000 Penalty: 13152.271484
	Iteration 43Q: 3 clusters Score -7987520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 43039 members 
Entering Unmasked Estep 
Score: -7987519.500000 Penalty: 13152.271484
	Iteration 44Q: 3 clusters Score -7987520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 43045 members 
Entering Unmasked Estep 
Score: -7987535.000000 Penalty: 13152.271484
	Iteration 45Q: 3 clusters Score -7987535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 43048 members 
Entering Unmasked Estep 
Score: -7987532.000000 Penalty: 13152.271484
	Iteration 46Q: 3 clusters Score -7987532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 43049 members 
Entering Unmasked Estep 
Score: -7987529.000000 Penalty: 13152.271484
	Iteration 47Q: 3 clusters Score -7987529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 43050 members 
Entering Unmasked Estep 
Score: -7987525.500000 Penalty: 13152.271484
	Iteration 48Q: 3 clusters Score -7987526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 43052 members 
Entering Unmasked Estep 
Score: -7987519.000000 Penalty: 13152.271484
	Iteration 49Q: 3 clusters Score -7987519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 43053 members 
Entering Unmasked Estep 
Score: -7987521.500000 Penalty: 13152.271484
	Iteration 50Q: 3 clusters Score -7987522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 43054 members 
Entering Unmasked Estep 
Score: -7987525.000000 Penalty: 13152.271484
	Iteration 51Q: 3 clusters Score -7987525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 43054 members 
Entering Unmasked Estep 
Score: -7987525.000000 Penalty: 13152.271484
	Iteration 52F: 3 clusters Score -7987525 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Entering Unmasked Estep 
Score: -1725857.000000 Penalty: 5669.055664
	Iteration 0F: 2 clusters Score -1725857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1715371.125000 Penalty: 11338.111328
	Iteration 0F: 3 clusters Score -1715371 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1717565.375000 Penalty: 11338.111328
	Iteration 1F: 3 clusters Score -1717565 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1718212.250000 Penalty: 11338.111328
	Iteration 2F: 3 clusters Score -1718212 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1718751.375000 Penalty: 11338.111328
	Iteration 3F: 3 clusters Score -1718751 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1719202.125000 Penalty: 11338.111328
	Iteration 4F: 3 clusters Score -1719202 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1719550.500000 Penalty: 11338.111328
	Iteration 5Q: 3 clusters Score -1719550 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1719893.375000 Penalty: 11338.111328
	Iteration 6Q: 3 clusters Score -1719893 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1720227.875000 Penalty: 11338.111328
	Iteration 7Q: 3 clusters Score -1720228 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1720521.250000 Penalty: 11338.111328
	Iteration 8Q: 3 clusters Score -1720521 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1720761.625000 Penalty: 11338.111328
	Iteration 9Q: 3 clusters Score -1720762 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1720991.250000 Penalty: 11338.111328
	Iteration 10Q: 3 clusters Score -1720991 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1721195.750000 Penalty: 11338.111328
	Iteration 11Q: 3 clusters Score -1721196 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1721343.375000 Penalty: 11338.111328
	Iteration 12Q: 3 clusters Score -1721343 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1721460.500000 Penalty: 11338.111328
	Iteration 13Q: 3 clusters Score -1721460 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1721544.250000 Penalty: 11338.111328
	Iteration 14Q: 3 clusters Score -1721544 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1721609.750000 Penalty: 11338.111328
	Iteration 15Q: 3 clusters Score -1721610 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1721668.125000 Penalty: 11338.111328
	Iteration 16Q: 3 clusters Score -1721668 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1721714.375000 Penalty: 11338.111328
	Iteration 17Q: 3 clusters Score -1721714 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1721749.125000 Penalty: 11338.111328
	Iteration 18Q: 3 clusters Score -1721749 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1721776.625000 Penalty: 11338.111328
	Iteration 19Q: 3 clusters Score -1721777 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1721792.125000 Penalty: 11338.111328
	Iteration 20F: 3 clusters Score -1721792 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1721801.375000 Penalty: 11338.111328
	Iteration 21Q: 3 clusters Score -1721801 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1721812.875000 Penalty: 11338.111328
	Iteration 22Q: 3 clusters Score -1721813 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1721823.500000 Penalty: 11338.111328
	Iteration 23Q: 3 clusters Score -1721824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1721835.625000 Penalty: 11338.111328
	Iteration 24Q: 3 clusters Score -1721836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1721840.375000 Penalty: 11338.111328
	Iteration 25Q: 3 clusters Score -1721840 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1721855.000000 Penalty: 11338.111328
	Iteration 26Q: 3 clusters Score -1721855 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1721863.875000 Penalty: 11338.111328
	Iteration 27Q: 3 clusters Score -1721864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1721866.625000 Penalty: 11338.111328
	Iteration 28Q: 3 clusters Score -1721867 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1721874.500000 Penalty: 11338.111328
	Iteration 29Q: 3 clusters Score -1721874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1721878.375000 Penalty: 11338.111328
	Iteration 30Q: 3 clusters Score -1721878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1721877.625000 Penalty: 11338.111328
	Iteration 31Q: 3 clusters Score -1721878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1721882.375000 Penalty: 11338.111328
	Iteration 32Q: 3 clusters Score -1721882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1721887.375000 Penalty: 11338.111328
	Iteration 33Q: 3 clusters Score -1721887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1721884.375000 Penalty: 11338.111328
	Iteration 34Q: 3 clusters Score -1721884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1721884.375000 Penalty: 11338.111328
	Iteration 35F: 3 clusters Score -1721884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (20554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Entering Unmasked Estep 
Score: -3570276.250000 Penalty: 6082.621582
	Iteration 0F: 2 clusters Score -3570276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -3553369.750000 Penalty: 12165.243164
	Iteration 0F: 3 clusters Score -3553370 nChanged 8403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -3557921.500000 Penalty: 12165.243164
	Iteration 1F: 3 clusters Score -3557922 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -3558621.750000 Penalty: 12165.243164
	Iteration 2F: 3 clusters Score -3558622 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -3559136.750000 Penalty: 12165.243164
	Iteration 3Q: 3 clusters Score -3559137 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -3559576.500000 Penalty: 12165.243164
	Iteration 4Q: 3 clusters Score -3559576 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -3560015.500000 Penalty: 12165.243164
	Iteration 5Q: 3 clusters Score -3560016 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -3560432.750000 Penalty: 12165.243164
	Iteration 6Q: 3 clusters Score -3560433 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -3560805.500000 Penalty: 12165.243164
	Iteration 7Q: 3 clusters Score -3560806 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -3561156.500000 Penalty: 12165.243164
	Iteration 8Q: 3 clusters Score -3561156 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -3561439.000000 Penalty: 12165.243164
	Iteration 9Q: 3 clusters Score -3561439 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -3561688.000000 Penalty: 12165.243164
	Iteration 10Q: 3 clusters Score -3561688 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -3561909.250000 Penalty: 12165.243164
	Iteration 11Q: 3 clusters Score -3561909 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -3562122.500000 Penalty: 12165.243164
	Iteration 12Q: 3 clusters Score -3562122 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -3562319.500000 Penalty: 12165.243164
	Iteration 13Q: 3 clusters Score -3562320 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -3562520.500000 Penalty: 12165.243164
	Iteration 14Q: 3 clusters Score -3562520 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -3562679.500000 Penalty: 12165.243164
	Iteration 15Q: 3 clusters Score -3562680 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -3562845.250000 Penalty: 12165.243164
	Iteration 16Q: 3 clusters Score -3562845 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -3562984.250000 Penalty: 12165.243164
	Iteration 17Q: 3 clusters Score -3562984 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -3563088.750000 Penalty: 12165.243164
	Iteration 18Q: 3 clusters Score -3563089 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -3563166.500000 Penalty: 12165.243164
	Iteration 19Q: 3 clusters Score -3563166 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -3563270.500000 Penalty: 12165.243164
	Iteration 20F: 3 clusters Score -3563270 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -3563398.250000 Penalty: 12165.243164
	Iteration 21Q: 3 clusters Score -3563398 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -3563503.750000 Penalty: 12165.243164
	Iteration 22Q: 3 clusters Score -3563504 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -3563612.000000 Penalty: 12165.243164
	Iteration 23Q: 3 clusters Score -3563612 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -3563707.750000 Penalty: 12165.243164
	Iteration 24Q: 3 clusters Score -3563708 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -3563804.250000 Penalty: 12165.243164
	Iteration 25Q: 3 clusters Score -3563804 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -3563894.500000 Penalty: 12165.243164
	Iteration 26Q: 3 clusters Score -3563894 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -3563977.750000 Penalty: 12165.243164
	Iteration 27Q: 3 clusters Score -3563978 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -3564064.750000 Penalty: 12165.243164
	Iteration 28Q: 3 clusters Score -3564065 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -3564122.000000 Penalty: 12165.243164
	Iteration 29Q: 3 clusters Score -3564122 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -3564186.250000 Penalty: 12165.243164
	Iteration 30Q: 3 clusters Score -3564186 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -3564247.500000 Penalty: 12165.243164
	Iteration 31Q: 3 clusters Score -3564248 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -3564327.000000 Penalty: 12165.243164
	Iteration 32Q: 3 clusters Score -3564327 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -3564407.000000 Penalty: 12165.243164
	Iteration 33Q: 3 clusters Score -3564407 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -3564465.750000 Penalty: 12165.243164
	Iteration 34Q: 3 clusters Score -3564466 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -3564547.250000 Penalty: 12165.243164
	Iteration 35Q: 3 clusters Score -3564547 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -3564596.750000 Penalty: 12165.243164
	Iteration 36Q: 3 clusters Score -3564597 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -3564648.750000 Penalty: 12165.243164
	Iteration 37Q: 3 clusters Score -3564649 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -3564691.750000 Penalty: 12165.243164
	Iteration 38Q: 3 clusters Score -3564692 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -3564737.000000 Penalty: 12165.243164
	Iteration 39Q: 3 clusters Score -3564737 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -3564779.500000 Penalty: 12165.243164
	Iteration 40F: 3 clusters Score -3564780 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -3564811.250000 Penalty: 12165.243164
	Iteration 41Q: 3 clusters Score -3564811 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -3564842.750000 Penalty: 12165.243164
	Iteration 42Q: 3 clusters Score -3564843 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -3564861.750000 Penalty: 12165.243164
	Iteration 43Q: 3 clusters Score -3564862 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -3564884.250000 Penalty: 12165.243164
	Iteration 44Q: 3 clusters Score -3564884 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -3564887.250000 Penalty: 12165.243164
	Iteration 45Q: 3 clusters Score -3564887 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -3564894.750000 Penalty: 12165.243164
	Iteration 46Q: 3 clusters Score -3564895 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -3564905.000000 Penalty: 12165.243164
	Iteration 47Q: 3 clusters Score -3564905 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -3564929.000000 Penalty: 12165.243164
	Iteration 48Q: 3 clusters Score -3564929 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -3564937.250000 Penalty: 12165.243164
	Iteration 49Q: 3 clusters Score -3564937 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -3564943.250000 Penalty: 12165.243164
	Iteration 50Q: 3 clusters Score -3564943 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -3564956.500000 Penalty: 12165.243164
	Iteration 51Q: 3 clusters Score -3564956 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -3564969.750000 Penalty: 12165.243164
	Iteration 52Q: 3 clusters Score -3564970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -3564965.250000 Penalty: 12165.243164
	Iteration 53Q: 3 clusters Score -3564965 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -3564974.750000 Penalty: 12165.243164
	Iteration 54Q: 3 clusters Score -3564975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -3564987.500000 Penalty: 12165.243164
	Iteration 55Q: 3 clusters Score -3564988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -3564992.500000 Penalty: 12165.243164
	Iteration 56Q: 3 clusters Score -3564992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -3564992.500000 Penalty: 12165.243164
	Iteration 57Q: 3 clusters Score -3564992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -3564997.000000 Penalty: 12165.243164
	Iteration 58Q: 3 clusters Score -3564997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -3564992.500000 Penalty: 12165.243164
	Iteration 59Q: 3 clusters Score -3564992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -3565002.500000 Penalty: 12165.243164
	Iteration 60F: 3 clusters Score -3565002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -3565006.250000 Penalty: 12165.243164
	Iteration 61Q: 3 clusters Score -3565006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -3565011.250000 Penalty: 12165.243164
	Iteration 62Q: 3 clusters Score -3565011 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -3565025.000000 Penalty: 12165.243164
	Iteration 63Q: 3 clusters Score -3565025 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -3565027.250000 Penalty: 12165.243164
	Iteration 64Q: 3 clusters Score -3565027 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -3565046.500000 Penalty: 12165.243164
	Iteration 65Q: 3 clusters Score -3565046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -3565049.250000 Penalty: 12165.243164
	Iteration 66Q: 3 clusters Score -3565049 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -3565053.000000 Penalty: 12165.243164
	Iteration 67Q: 3 clusters Score -3565053 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -3565057.000000 Penalty: 12165.243164
	Iteration 68Q: 3 clusters Score -3565057 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -3565063.000000 Penalty: 12165.243164
	Iteration 69Q: 3 clusters Score -3565063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -3565061.750000 Penalty: 12165.243164
	Iteration 70Q: 3 clusters Score -3565062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -3565064.500000 Penalty: 12165.243164
	Iteration 71Q: 3 clusters Score -3565064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -3565072.250000 Penalty: 12165.243164
	Iteration 72Q: 3 clusters Score -3565072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -3565066.750000 Penalty: 12165.243164
	Iteration 73Q: 3 clusters Score -3565067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -3565073.250000 Penalty: 12165.243164
	Iteration 74Q: 3 clusters Score -3565073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -3565073.250000 Penalty: 12165.243164
	Iteration 75F: 3 clusters Score -3565073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Entering Unmasked Estep 
Score: -137497.328125 Penalty: 4159.623047
	Iteration 0F: 2 clusters Score -137497.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -133557.421875 Penalty: 8319.246094
	Iteration 0F: 3 clusters Score -133557.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -134110.484375 Penalty: 8319.246094
	Iteration 1F: 3 clusters Score -134110.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -134208.734375 Penalty: 8319.246094
	Iteration 2Q: 3 clusters Score -134208.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -134260.015625 Penalty: 8319.246094
	Iteration 3Q: 3 clusters Score -134260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -134287.156250 Penalty: 8319.246094
	Iteration 4Q: 3 clusters Score -134287.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -134299.734375 Penalty: 8319.246094
	Iteration 5Q: 3 clusters Score -134299.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -134301.234375 Penalty: 8319.246094
	Iteration 6Q: 3 clusters Score -134301.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -134303.812500 Penalty: 8319.246094
	Iteration 7Q: 3 clusters Score -134303.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -134303.812500 Penalty: 8319.246094
	Iteration 8F: 3 clusters Score -134303.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Entering Unmasked Estep 
Score: -217891.656250 Penalty: 4437.089355
	Iteration 0F: 2 clusters Score -217891.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -213393.218750 Penalty: 8874.178711
	Iteration 0F: 3 clusters Score -213393.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -213886.078125 Penalty: 8874.178711
	Iteration 1F: 3 clusters Score -213886.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -214123.453125 Penalty: 8874.178711
	Iteration 2F: 3 clusters Score -214123.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -214373.093750 Penalty: 8874.178711
	Iteration 3Q: 3 clusters Score -214373.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -214801.031250 Penalty: 8874.178711
	Iteration 4Q: 3 clusters Score -214801 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -215034.515625 Penalty: 8874.178711
	Iteration 5Q: 3 clusters Score -215034.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -215163.093750 Penalty: 8874.178711
	Iteration 6Q: 3 clusters Score -215163.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -215253.796875 Penalty: 8874.178711
	Iteration 7Q: 3 clusters Score -215253.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -215334.265625 Penalty: 8874.178711
	Iteration 8Q: 3 clusters Score -215334.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -215427.718750 Penalty: 8874.178711
	Iteration 9Q: 3 clusters Score -215427.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -215515.375000 Penalty: 8874.178711
	Iteration 10Q: 3 clusters Score -215515.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -215609.953125 Penalty: 8874.178711
	Iteration 11Q: 3 clusters Score -215610 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -215753.578125 Penalty: 8874.178711
	Iteration 12Q: 3 clusters Score -215753.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -215964.203125 Penalty: 8874.178711
	Iteration 13Q: 3 clusters Score -215964.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -216233.000000 Penalty: 8874.178711
	Iteration 14Q: 3 clusters Score -216233 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -216678.375000 Penalty: 8874.178711
	Iteration 15Q: 3 clusters Score -216678.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -217593.234375 Penalty: 8874.178711
	Iteration 16Q: 3 clusters Score -217593.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -219035.015625 Penalty: 8874.178711
	Iteration 17Q: 3 clusters Score -219035 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -219224.031250 Penalty: 8874.178711
	Iteration 18Q: 3 clusters Score -219224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -219286.406250 Penalty: 8874.178711
	Iteration 19Q: 3 clusters Score -219286.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -219355.515625 Penalty: 8874.178711
	Iteration 20F: 3 clusters Score -219355.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -219417.359375 Penalty: 8874.178711
	Iteration 21Q: 3 clusters Score -219417.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -219438.921875 Penalty: 8874.178711
	Iteration 22Q: 3 clusters Score -219438.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -219453.156250 Penalty: 8874.178711
	Iteration 23Q: 3 clusters Score -219453.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -219458.890625 Penalty: 8874.178711
	Iteration 24Q: 3 clusters Score -219458.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -219458.890625 Penalty: 8874.178711
	Iteration 25F: 3 clusters Score -219458.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214084 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7244 members 
Mstep: Class 5 contains 25486 members 
Mstep: Class 6 contains 46007 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 20554 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 237 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 523030 members 
Mstep: Class 15 contains 23346 members 
Mstep: Class 16 contains 48251 members 
Mstep: Class 17 contains 308931 members 
Mstep: Class 18 contains 28246 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 93647 members 
Mstep: Class 22 contains 1163 members 
Entering Unmasked Estep 
Score: -233345872.000000 Penalty: 190448.093750
Splitting cluster 10 changes total score from -233349216.000000 to -233345872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (14650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Entering Unmasked Estep 
Score: -2406330.000000 Penalty: 5875.219727
	Iteration 0F: 2 clusters Score -2406330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -2393197.250000 Penalty: 11750.439453
	Iteration 0F: 3 clusters Score -2393197 nChanged 5650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -2396272.000000 Penalty: 11750.439453
	Iteration 1F: 3 clusters Score -2396272 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -2396903.500000 Penalty: 11750.439453
	Iteration 2F: 3 clusters Score -2396904 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -2397325.750000 Penalty: 11750.439453
	Iteration 3F: 3 clusters Score -2397326 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -2397703.250000 Penalty: 11750.439453
	Iteration 4Q: 3 clusters Score -2397703 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -2398108.750000 Penalty: 11750.439453
	Iteration 5Q: 3 clusters Score -2398109 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -2398480.750000 Penalty: 11750.439453
	Iteration 6Q: 3 clusters Score -2398481 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -2398863.500000 Penalty: 11750.439453
	Iteration 7Q: 3 clusters Score -2398864 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -2399242.000000 Penalty: 11750.439453
	Iteration 8Q: 3 clusters Score -2399242 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -2399602.000000 Penalty: 11750.439453
	Iteration 9Q: 3 clusters Score -2399602 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -2399981.000000 Penalty: 11750.439453
	Iteration 10Q: 3 clusters Score -2399981 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -2400308.250000 Penalty: 11750.439453
	Iteration 11Q: 3 clusters Score -2400308 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -2400568.500000 Penalty: 11750.439453
	Iteration 12Q: 3 clusters Score -2400568 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -2400780.500000 Penalty: 11750.439453
	Iteration 13Q: 3 clusters Score -2400780 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -2400946.500000 Penalty: 11750.439453
	Iteration 14Q: 3 clusters Score -2400946 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -2401079.500000 Penalty: 11750.439453
	Iteration 15Q: 3 clusters Score -2401080 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -2401190.500000 Penalty: 11750.439453
	Iteration 16Q: 3 clusters Score -2401190 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -2401300.000000 Penalty: 11750.439453
	Iteration 17Q: 3 clusters Score -2401300 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -2401386.250000 Penalty: 11750.439453
	Iteration 18Q: 3 clusters Score -2401386 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -2401460.500000 Penalty: 11750.439453
	Iteration 19Q: 3 clusters Score -2401460 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -2401543.250000 Penalty: 11750.439453
	Iteration 20F: 3 clusters Score -2401543 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -2401616.750000 Penalty: 11750.439453
	Iteration 21Q: 3 clusters Score -2401617 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -2401675.500000 Penalty: 11750.439453
	Iteration 22Q: 3 clusters Score -2401676 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -2401707.750000 Penalty: 11750.439453
	Iteration 23Q: 3 clusters Score -2401708 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -2401752.000000 Penalty: 11750.439453
	Iteration 24Q: 3 clusters Score -2401752 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -2401791.250000 Penalty: 11750.439453
	Iteration 25Q: 3 clusters Score -2401791 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -2401820.000000 Penalty: 11750.439453
	Iteration 26Q: 3 clusters Score -2401820 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -2401843.250000 Penalty: 11750.439453
	Iteration 27Q: 3 clusters Score -2401843 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -2401870.000000 Penalty: 11750.439453
	Iteration 28Q: 3 clusters Score -2401870 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -2401894.750000 Penalty: 11750.439453
	Iteration 29Q: 3 clusters Score -2401895 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -2401902.750000 Penalty: 11750.439453
	Iteration 30Q: 3 clusters Score -2401903 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -2401920.750000 Penalty: 11750.439453
	Iteration 31Q: 3 clusters Score -2401921 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -2401942.500000 Penalty: 11750.439453
	Iteration 32Q: 3 clusters Score -2401942 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -2401956.500000 Penalty: 11750.439453
	Iteration 33Q: 3 clusters Score -2401956 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -2401960.500000 Penalty: 11750.439453
	Iteration 34Q: 3 clusters Score -2401960 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -2401969.750000 Penalty: 11750.439453
	Iteration 35Q: 3 clusters Score -2401970 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -2401981.750000 Penalty: 11750.439453
	Iteration 36Q: 3 clusters Score -2401982 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -2401982.750000 Penalty: 11750.439453
	Iteration 37Q: 3 clusters Score -2401983 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -2401983.750000 Penalty: 11750.439453
	Iteration 38Q: 3 clusters Score -2401984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -2401985.750000 Penalty: 11750.439453
	Iteration 39Q: 3 clusters Score -2401986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -2401985.250000 Penalty: 11750.439453
	Iteration 40F: 3 clusters Score -2401985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -2401987.250000 Penalty: 11750.439453
	Iteration 41Q: 3 clusters Score -2401987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -2401987.750000 Penalty: 11750.439453
	Iteration 42Q: 3 clusters Score -2401988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -2401989.750000 Penalty: 11750.439453
	Iteration 43Q: 3 clusters Score -2401990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -2401988.000000 Penalty: 11750.439453
	Iteration 44Q: 3 clusters Score -2401988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -2401986.750000 Penalty: 11750.439453
	Iteration 45Q: 3 clusters Score -2401987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -2401988.750000 Penalty: 11750.439453
	Iteration 46Q: 3 clusters Score -2401989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -2401995.500000 Penalty: 11750.439453
	Iteration 47Q: 3 clusters Score -2401996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -2401998.000000 Penalty: 11750.439453
	Iteration 48Q: 3 clusters Score -2401998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -2402001.750000 Penalty: 11750.439453
	Iteration 49Q: 3 clusters Score -2402002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -2402001.750000 Penalty: 11750.439453
	Iteration 50F: 3 clusters Score -2402002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Entering Unmasked Estep 
Score: -250436.531250 Penalty: 4503.762695
	Iteration 0F: 2 clusters Score -250436.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -245850.000000 Penalty: 9007.525391
	Iteration 0F: 3 clusters Score -245850 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -246411.515625 Penalty: 9007.525391
	Iteration 1F: 3 clusters Score -246411.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -246564.375000 Penalty: 9007.525391
	Iteration 2Q: 3 clusters Score -246564.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -246642.500000 Penalty: 9007.525391
	Iteration 3Q: 3 clusters Score -246642.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -246674.765625 Penalty: 9007.525391
	Iteration 4Q: 3 clusters Score -246674.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -246709.140625 Penalty: 9007.525391
	Iteration 5Q: 3 clusters Score -246709.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -246735.656250 Penalty: 9007.525391
	Iteration 6Q: 3 clusters Score -246735.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -246763.250000 Penalty: 9007.525391
	Iteration 7Q: 3 clusters Score -246763.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -246790.546875 Penalty: 9007.525391
	Iteration 8Q: 3 clusters Score -246790.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -246803.468750 Penalty: 9007.525391
	Iteration 9Q: 3 clusters Score -246803.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -246817.078125 Penalty: 9007.525391
	Iteration 10Q: 3 clusters Score -246817.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -246820.843750 Penalty: 9007.525391
	Iteration 11Q: 3 clusters Score -246820.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -246820.843750 Penalty: 9007.525391
	Iteration 12F: 3 clusters Score -246820.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Entering Unmasked Estep 
Score: -225536.671875 Penalty: 4461.532715
	Iteration 0F: 2 clusters Score -225536.7 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 716 members 
Entering Unmasked Estep 
Score: -220986.234375 Penalty: 8923.065430
	Iteration 0F: 3 clusters Score -220986.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -221529.671875 Penalty: 8923.065430
	Iteration 1F: 3 clusters Score -221529.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -221715.859375 Penalty: 8923.065430
	Iteration 2F: 3 clusters Score -221715.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -221829.984375 Penalty: 8923.065430
	Iteration 3Q: 3 clusters Score -221830 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -221901.656250 Penalty: 8923.065430
	Iteration 4Q: 3 clusters Score -221901.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -221969.812500 Penalty: 8923.065430
	Iteration 5Q: 3 clusters Score -221969.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -222039.328125 Penalty: 8923.065430
	Iteration 6Q: 3 clusters Score -222039.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -222089.187500 Penalty: 8923.065430
	Iteration 7Q: 3 clusters Score -222089.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -222144.515625 Penalty: 8923.065430
	Iteration 8Q: 3 clusters Score -222144.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -222174.468750 Penalty: 8923.065430
	Iteration 9Q: 3 clusters Score -222174.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -222199.703125 Penalty: 8923.065430
	Iteration 10Q: 3 clusters Score -222199.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -222223.312500 Penalty: 8923.065430
	Iteration 11Q: 3 clusters Score -222223.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -222248.718750 Penalty: 8923.065430
	Iteration 12Q: 3 clusters Score -222248.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -222279.156250 Penalty: 8923.065430
	Iteration 13Q: 3 clusters Score -222279.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -222319.406250 Penalty: 8923.065430
	Iteration 14Q: 3 clusters Score -222319.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -222354.031250 Penalty: 8923.065430
	Iteration 15Q: 3 clusters Score -222354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -222387.968750 Penalty: 8923.065430
	Iteration 16Q: 3 clusters Score -222388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -222421.125000 Penalty: 8923.065430
	Iteration 17Q: 3 clusters Score -222421.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -222458.843750 Penalty: 8923.065430
	Iteration 18Q: 3 clusters Score -222458.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -222502.125000 Penalty: 8923.065430
	Iteration 19Q: 3 clusters Score -222502.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -222537.562500 Penalty: 8923.065430
	Iteration 20F: 3 clusters Score -222537.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -222574.109375 Penalty: 8923.065430
	Iteration 21Q: 3 clusters Score -222574.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -222591.156250 Penalty: 8923.065430
	Iteration 22Q: 3 clusters Score -222591.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -222595.890625 Penalty: 8923.065430
	Iteration 23Q: 3 clusters Score -222595.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -222599.437500 Penalty: 8923.065430
	Iteration 24Q: 3 clusters Score -222599.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -222610.781250 Penalty: 8923.065430
	Iteration 25Q: 3 clusters Score -222610.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -222634.625000 Penalty: 8923.065430
	Iteration 26Q: 3 clusters Score -222634.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -222643.578125 Penalty: 8923.065430
	Iteration 27Q: 3 clusters Score -222643.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -222653.984375 Penalty: 8923.065430
	Iteration 28Q: 3 clusters Score -222654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -222658.875000 Penalty: 8923.065430
	Iteration 29Q: 3 clusters Score -222658.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -222664.140625 Penalty: 8923.065430
	Iteration 30Q: 3 clusters Score -222664.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -222668.406250 Penalty: 8923.065430
	Iteration 31Q: 3 clusters Score -222668.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -222674.390625 Penalty: 8923.065430
	Iteration 32Q: 3 clusters Score -222674.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -222681.078125 Penalty: 8923.065430
	Iteration 33Q: 3 clusters Score -222681.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -222687.390625 Penalty: 8923.065430
	Iteration 34Q: 3 clusters Score -222687.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -222698.281250 Penalty: 8923.065430
	Iteration 35Q: 3 clusters Score -222698.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -222709.109375 Penalty: 8923.065430
	Iteration 36Q: 3 clusters Score -222709.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -222711.156250 Penalty: 8923.065430
	Iteration 37Q: 3 clusters Score -222711.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -222719.484375 Penalty: 8923.065430
	Iteration 38Q: 3 clusters Score -222719.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -222734.312500 Penalty: 8923.065430
	Iteration 39Q: 3 clusters Score -222734.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -222753.453125 Penalty: 8923.065430
	Iteration 40F: 3 clusters Score -222753.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -222790.687500 Penalty: 8923.065430
	Iteration 41Q: 3 clusters Score -222790.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -222858.500000 Penalty: 8923.065430
	Iteration 42Q: 3 clusters Score -222858.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -222958.859375 Penalty: 8923.065430
	Iteration 43Q: 3 clusters Score -222958.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -223164.437500 Penalty: 8923.065430
	Iteration 44Q: 3 clusters Score -223164.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -223294.093750 Penalty: 8923.065430
	Iteration 45Q: 3 clusters Score -223294.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -223382.296875 Penalty: 8923.065430
	Iteration 46Q: 3 clusters Score -223382.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -223478.578125 Penalty: 8923.065430
	Iteration 47Q: 3 clusters Score -223478.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -223573.265625 Penalty: 8923.065430
	Iteration 48Q: 3 clusters Score -223573.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -223672.843750 Penalty: 8923.065430
	Iteration 49Q: 3 clusters Score -223672.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -223782.296875 Penalty: 8923.065430
	Iteration 50Q: 3 clusters Score -223782.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -223961.046875 Penalty: 8923.065430
	Iteration 51Q: 3 clusters Score -223961 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -224115.640625 Penalty: 8923.065430
	Iteration 52Q: 3 clusters Score -224115.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -224304.062500 Penalty: 8923.065430
	Iteration 53Q: 3 clusters Score -224304.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -224634.437500 Penalty: 8923.065430
	Iteration 54Q: 3 clusters Score -224634.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -224969.250000 Penalty: 8923.065430
	Iteration 55Q: 3 clusters Score -224969.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -225103.093750 Penalty: 8923.065430
	Iteration 56Q: 3 clusters Score -225103.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -225196.937500 Penalty: 8923.065430
	Iteration 57Q: 3 clusters Score -225196.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -225258.812500 Penalty: 8923.065430
	Iteration 58Q: 3 clusters Score -225258.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -225291.390625 Penalty: 8923.065430
	Iteration 59Q: 3 clusters Score -225291.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -225322.750000 Penalty: 8923.065430
	Iteration 60F: 3 clusters Score -225322.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -225340.796875 Penalty: 8923.065430
	Iteration 61Q: 3 clusters Score -225340.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -225370.625000 Penalty: 8923.065430
	Iteration 62Q: 3 clusters Score -225370.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -225397.281250 Penalty: 8923.065430
	Iteration 63Q: 3 clusters Score -225397.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -225402.296875 Penalty: 8923.065430
	Iteration 64Q: 3 clusters Score -225402.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -225412.968750 Penalty: 8923.065430
	Iteration 65Q: 3 clusters Score -225413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -225429.593750 Penalty: 8923.065430
	Iteration 66Q: 3 clusters Score -225429.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -225454.609375 Penalty: 8923.065430
	Iteration 67Q: 3 clusters Score -225454.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -225472.062500 Penalty: 8923.065430
	Iteration 68Q: 3 clusters Score -225472.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -225474.718750 Penalty: 8923.065430
	Iteration 69Q: 3 clusters Score -225474.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -225474.718750 Penalty: 8923.065430
	Iteration 70F: 3 clusters Score -225474.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (523030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523030 members 
Entering Unmasked Estep 
Score: -89767600.000000 Penalty: 8065.028809
	Iteration 0F: 2 clusters Score -8.97676e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262235 members 
Mstep: Class 2 contains 260795 members 
Entering Unmasked Estep 
Score: -89443600.000000 Penalty: 16130.057617
	Iteration 0F: 3 clusters Score -8.94436e+07 nChanged 251672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272401 members 
Mstep: Class 2 contains 250629 members 
Entering Unmasked Estep 
Score: -89593544.000000 Penalty: 16130.057617
	Iteration 1F: 3 clusters Score -8.959354e+07 nChanged 13486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278953 members 
Mstep: Class 2 contains 244077 members 
Entering Unmasked Estep 
Score: -89596776.000000 Penalty: 16130.057617
	Iteration 2Q: 3 clusters Score -8.959678e+07 nChanged 15411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288846 members 
Mstep: Class 2 contains 234184 members 
Entering Unmasked Estep 
Score: -89601504.000000 Penalty: 16130.057617
	Iteration 3Q: 3 clusters Score -8.96015e+07 nChanged 18686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303628 members 
Mstep: Class 2 contains 219402 members 
Entering Unmasked Estep 
Score: -89609472.000000 Penalty: 16130.057617
	Iteration 4Q: 3 clusters Score -8.960947e+07 nChanged 23811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324905 members 
Mstep: Class 2 contains 198125 members 
Entering Unmasked Estep 
Score: -89622608.000000 Penalty: 16130.057617
	Iteration 5Q: 3 clusters Score -8.962261e+07 nChanged 30694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354083 members 
Mstep: Class 2 contains 168947 members 
Entering Unmasked Estep 
Score: -89643320.000000 Penalty: 16130.057617
	Iteration 6F: 3 clusters Score -8.964332e+07 nChanged 37123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390330 members 
Mstep: Class 2 contains 132700 members 
Entering Unmasked Estep 
Score: -89672864.000000 Penalty: 16130.057617
	Iteration 7F: 3 clusters Score -8.967286e+07 nChanged 39818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429716 members 
Mstep: Class 2 contains 93314 members 
Entering Unmasked Estep 
Score: -89707768.000000 Penalty: 16130.057617
	Iteration 8F: 3 clusters Score -8.970777e+07 nChanged 35007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464525 members 
Mstep: Class 2 contains 58505 members 
Entering Unmasked Estep 
Score: -89732184.000000 Penalty: 16130.057617
	Iteration 9F: 3 clusters Score -8.973218e+07 nChanged 24294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488685 members 
Mstep: Class 2 contains 34345 members 
Entering Unmasked Estep 
Score: -89747296.000000 Penalty: 16130.057617
	Iteration 10Q: 3 clusters Score -8.97473e+07 nChanged 14390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502907 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -89754264.000000 Penalty: 16130.057617
	Iteration 11Q: 3 clusters Score -8.975426e+07 nChanged 7896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510643 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -89757296.000000 Penalty: 16130.057617
	Iteration 12Q: 3 clusters Score -8.97573e+07 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514587 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -89758912.000000 Penalty: 16130.057617
	Iteration 13Q: 3 clusters Score -8.975891e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516647 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -89759656.000000 Penalty: 16130.057617
	Iteration 14Q: 3 clusters Score -8.975966e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517887 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -89760384.000000 Penalty: 16130.057617
	Iteration 15Q: 3 clusters Score -8.976038e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518613 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -89760688.000000 Penalty: 16130.057617
	Iteration 16Q: 3 clusters Score -8.976069e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519037 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -89760952.000000 Penalty: 16130.057617
	Iteration 17Q: 3 clusters Score -8.976095e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519329 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -89761208.000000 Penalty: 16130.057617
	Iteration 18Q: 3 clusters Score -8.976121e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519546 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -89761288.000000 Penalty: 16130.057617
	Iteration 19Q: 3 clusters Score -8.976129e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519701 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -89761448.000000 Penalty: 16130.057617
	Iteration 20F: 3 clusters Score -8.976145e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519810 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -89761600.000000 Penalty: 16130.057617
	Iteration 21Q: 3 clusters Score -8.97616e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519907 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -89761656.000000 Penalty: 16130.057617
	Iteration 22Q: 3 clusters Score -8.976166e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519988 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -89761720.000000 Penalty: 16130.057617
	Iteration 23Q: 3 clusters Score -8.976172e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520030 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -89761688.000000 Penalty: 16130.057617
	Iteration 24Q: 3 clusters Score -8.976169e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520069 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -89761728.000000 Penalty: 16130.057617
	Iteration 25Q: 3 clusters Score -8.976173e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520089 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -89761736.000000 Penalty: 16130.057617
	Iteration 26Q: 3 clusters Score -8.976174e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520121 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -89761728.000000 Penalty: 16130.057617
	Iteration 27Q: 3 clusters Score -8.976173e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520148 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -89761616.000000 Penalty: 16130.057617
	Iteration 28Q: 3 clusters Score -8.976162e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520171 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -89761672.000000 Penalty: 16130.057617
	Iteration 29Q: 3 clusters Score -8.976167e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520200 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -89761696.000000 Penalty: 16130.057617
	Iteration 30Q: 3 clusters Score -8.97617e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520229 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -89761672.000000 Penalty: 16130.057617
	Iteration 31Q: 3 clusters Score -8.976167e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520248 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -89761696.000000 Penalty: 16130.057617
	Iteration 32Q: 3 clusters Score -8.97617e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520258 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -89761704.000000 Penalty: 16130.057617
	Iteration 33Q: 3 clusters Score -8.97617e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520269 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -89761680.000000 Penalty: 16130.057617
	Iteration 34Q: 3 clusters Score -8.976168e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520286 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -89761680.000000 Penalty: 16130.057617
	Iteration 35Q: 3 clusters Score -8.976168e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520297 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -89761656.000000 Penalty: 16130.057617
	Iteration 36Q: 3 clusters Score -8.976166e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520302 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -89761704.000000 Penalty: 16130.057617
	Iteration 37Q: 3 clusters Score -8.97617e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520307 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -89761664.000000 Penalty: 16130.057617
	Iteration 38Q: 3 clusters Score -8.976166e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520316 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -89761720.000000 Penalty: 16130.057617
	Iteration 39Q: 3 clusters Score -8.976172e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520317 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -89761744.000000 Penalty: 16130.057617
	Iteration 40F: 3 clusters Score -8.976174e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520316 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -89761752.000000 Penalty: 16130.057617
	Iteration 41Q: 3 clusters Score -8.976175e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520317 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -89761728.000000 Penalty: 16130.057617
	Iteration 42Q: 3 clusters Score -8.976173e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520318 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -89761744.000000 Penalty: 16130.057617
	Iteration 43Q: 3 clusters Score -8.976174e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520321 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -89761712.000000 Penalty: 16130.057617
	Iteration 44Q: 3 clusters Score -8.976171e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520323 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -89761760.000000 Penalty: 16130.057617
	Iteration 45Q: 3 clusters Score -8.976176e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520326 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -89761760.000000 Penalty: 16130.057617
	Iteration 46Q: 3 clusters Score -8.976176e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520326 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -89761784.000000 Penalty: 16130.057617
	Iteration 47Q: 3 clusters Score -8.976178e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520331 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -89761768.000000 Penalty: 16130.057617
	Iteration 48Q: 3 clusters Score -8.976177e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520332 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -89761760.000000 Penalty: 16130.057617
	Iteration 49Q: 3 clusters Score -8.976176e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520332 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -89761784.000000 Penalty: 16130.057617
	Iteration 50Q: 3 clusters Score -8.976178e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520332 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -89761784.000000 Penalty: 16130.057617
	Iteration 51F: 3 clusters Score -8.976178e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (23346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Entering Unmasked Estep 
Score: -4074653.000000 Penalty: 6160.635742
	Iteration 0F: 2 clusters Score -4074653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -4055949.500000 Penalty: 12321.271484
	Iteration 0F: 3 clusters Score -4055950 nChanged 9603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -4061003.250000 Penalty: 12321.271484
	Iteration 1F: 3 clusters Score -4061003 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -4061596.000000 Penalty: 12321.271484
	Iteration 2F: 3 clusters Score -4061596 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -4062012.750000 Penalty: 12321.271484
	Iteration 3Q: 3 clusters Score -4062013 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -4062270.500000 Penalty: 12321.271484
	Iteration 4Q: 3 clusters Score -4062270 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -4062483.500000 Penalty: 12321.271484
	Iteration 5Q: 3 clusters Score -4062484 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -4062643.500000 Penalty: 12321.271484
	Iteration 6Q: 3 clusters Score -4062644 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -4062783.250000 Penalty: 12321.271484
	Iteration 7Q: 3 clusters Score -4062783 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -4062902.500000 Penalty: 12321.271484
	Iteration 8Q: 3 clusters Score -4062902 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -4063000.000000 Penalty: 12321.271484
	Iteration 9Q: 3 clusters Score -4063000 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -4063099.250000 Penalty: 12321.271484
	Iteration 10Q: 3 clusters Score -4063099 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -4063191.250000 Penalty: 12321.271484
	Iteration 11Q: 3 clusters Score -4063191 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -4063254.500000 Penalty: 12321.271484
	Iteration 12Q: 3 clusters Score -4063254 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -4063359.250000 Penalty: 12321.271484
	Iteration 13Q: 3 clusters Score -4063359 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -4063468.000000 Penalty: 12321.271484
	Iteration 14Q: 3 clusters Score -4063468 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -4063571.250000 Penalty: 12321.271484
	Iteration 15Q: 3 clusters Score -4063571 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -4063720.000000 Penalty: 12321.271484
	Iteration 16Q: 3 clusters Score -4063720 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -4063875.000000 Penalty: 12321.271484
	Iteration 17Q: 3 clusters Score -4063875 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -4064054.750000 Penalty: 12321.271484
	Iteration 18Q: 3 clusters Score -4064055 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -4064322.250000 Penalty: 12321.271484
	Iteration 19Q: 3 clusters Score -4064322 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -4064608.750000 Penalty: 12321.271484
	Iteration 20F: 3 clusters Score -4064609 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -4064986.750000 Penalty: 12321.271484
	Iteration 21Q: 3 clusters Score -4064987 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -4065485.500000 Penalty: 12321.271484
	Iteration 22Q: 3 clusters Score -4065486 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -4066065.500000 Penalty: 12321.271484
	Iteration 23Q: 3 clusters Score -4066066 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -4066758.250000 Penalty: 12321.271484
	Iteration 24Q: 3 clusters Score -4066758 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -4067410.000000 Penalty: 12321.271484
	Iteration 25Q: 3 clusters Score -4067410 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -4067942.500000 Penalty: 12321.271484
	Iteration 26Q: 3 clusters Score -4067942 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -4068377.750000 Penalty: 12321.271484
	Iteration 27Q: 3 clusters Score -4068378 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -4068649.500000 Penalty: 12321.271484
	Iteration 28Q: 3 clusters Score -4068650 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
Score: -4068871.500000 Penalty: 12321.271484
	Iteration 29Q: 3 clusters Score -4068872 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -4069012.750000 Penalty: 12321.271484
	Iteration 30Q: 3 clusters Score -4069013 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -4069095.000000 Penalty: 12321.271484
	Iteration 31Q: 3 clusters Score -4069095 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -4069163.750000 Penalty: 12321.271484
	Iteration 32Q: 3 clusters Score -4069164 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -4069233.750000 Penalty: 12321.271484
	Iteration 33Q: 3 clusters Score -4069234 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -4069278.500000 Penalty: 12321.271484
	Iteration 34Q: 3 clusters Score -4069278 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -4069308.750000 Penalty: 12321.271484
	Iteration 35Q: 3 clusters Score -4069309 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -4069323.000000 Penalty: 12321.271484
	Iteration 36Q: 3 clusters Score -4069323 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -4069348.750000 Penalty: 12321.271484
	Iteration 37Q: 3 clusters Score -4069349 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -4069362.750000 Penalty: 12321.271484
	Iteration 38Q: 3 clusters Score -4069363 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -4069382.750000 Penalty: 12321.271484
	Iteration 39Q: 3 clusters Score -4069383 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -4069407.750000 Penalty: 12321.271484
	Iteration 40F: 3 clusters Score -4069408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -4069427.000000 Penalty: 12321.271484
	Iteration 41Q: 3 clusters Score -4069427 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -4069437.500000 Penalty: 12321.271484
	Iteration 42Q: 3 clusters Score -4069438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -4069454.500000 Penalty: 12321.271484
	Iteration 43Q: 3 clusters Score -4069454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -4069464.250000 Penalty: 12321.271484
	Iteration 44Q: 3 clusters Score -4069464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -4069469.750000 Penalty: 12321.271484
	Iteration 45Q: 3 clusters Score -4069470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -4069464.500000 Penalty: 12321.271484
	Iteration 46Q: 3 clusters Score -4069464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 22739 members 
Entering Unmasked Estep 
Score: -4069470.750000 Penalty: 12321.271484
	Iteration 47Q: 3 clusters Score -4069471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 22739 members 
Entering Unmasked Estep 
Score: -4069470.750000 Penalty: 12321.271484
	Iteration 48F: 3 clusters Score -4069471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (48251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48251 members 
Entering Unmasked Estep 
Score: -8331306.500000 Penalty: 6605.305176
	Iteration 0F: 2 clusters Score -8331306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 24228 members 
Entering Unmasked Estep 
Score: -8296890.500000 Penalty: 13210.610352
	Iteration 0F: 3 clusters Score -8296890 nChanged 21113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 24511 members 
Entering Unmasked Estep 
Score: -8307914.500000 Penalty: 13210.610352
	Iteration 1F: 3 clusters Score -8307914 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -8308729.000000 Penalty: 13210.610352
	Iteration 2Q: 3 clusters Score -8308729 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 25117 members 
Entering Unmasked Estep 
Score: -8309377.000000 Penalty: 13210.610352
	Iteration 3Q: 3 clusters Score -8309377 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 25587 members 
Entering Unmasked Estep 
Score: -8309882.500000 Penalty: 13210.610352
	Iteration 4Q: 3 clusters Score -8309882 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 26208 members 
Entering Unmasked Estep 
Score: -8310337.500000 Penalty: 13210.610352
	Iteration 5Q: 3 clusters Score -8310338 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 26955 members 
Entering Unmasked Estep 
Score: -8310813.500000 Penalty: 13210.610352
	Iteration 6Q: 3 clusters Score -8310814 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 27945 members 
Entering Unmasked Estep 
Score: -8311368.500000 Penalty: 13210.610352
	Iteration 7Q: 3 clusters Score -8311368 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 29151 members 
Entering Unmasked Estep 
Score: -8311981.500000 Penalty: 13210.610352
	Iteration 8Q: 3 clusters Score -8311982 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 30642 members 
Entering Unmasked Estep 
Score: -8312743.500000 Penalty: 13210.610352
	Iteration 9Q: 3 clusters Score -8312744 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 32525 members 
Entering Unmasked Estep 
Score: -8313920.000000 Penalty: 13210.610352
	Iteration 10Q: 3 clusters Score -8313920 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 34706 members 
Entering Unmasked Estep 
Score: -8315437.000000 Penalty: 13210.610352
	Iteration 11Q: 3 clusters Score -8315437 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 37191 members 
Entering Unmasked Estep 
Score: -8317252.000000 Penalty: 13210.610352
	Iteration 12F: 3 clusters Score -8317252 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 39711 members 
Entering Unmasked Estep 
Score: -8319335.000000 Penalty: 13210.610352
	Iteration 13F: 3 clusters Score -8319335 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 41926 members 
Entering Unmasked Estep 
Score: -8321229.500000 Penalty: 13210.610352
	Iteration 14Q: 3 clusters Score -8321230 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 43629 members 
Entering Unmasked Estep 
Score: -8322619.000000 Penalty: 13210.610352
	Iteration 15Q: 3 clusters Score -8322619 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 44824 members 
Entering Unmasked Estep 
Score: -8323641.500000 Penalty: 13210.610352
	Iteration 16Q: 3 clusters Score -8323642 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 45588 members 
Entering Unmasked Estep 
Score: -8324357.500000 Penalty: 13210.610352
	Iteration 17Q: 3 clusters Score -8324358 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 46047 members 
Entering Unmasked Estep 
Score: -8324781.500000 Penalty: 13210.610352
	Iteration 18Q: 3 clusters Score -8324782 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 46324 members 
Entering Unmasked Estep 
Score: -8325056.500000 Penalty: 13210.610352
	Iteration 19Q: 3 clusters Score -8325056 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 46488 members 
Entering Unmasked Estep 
Score: -8325219.000000 Penalty: 13210.610352
	Iteration 20F: 3 clusters Score -8325219 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 46601 members 
Entering Unmasked Estep 
Score: -8325326.500000 Penalty: 13210.610352
	Iteration 21Q: 3 clusters Score -8325326 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 46674 members 
Entering Unmasked Estep 
Score: -8325407.500000 Penalty: 13210.610352
	Iteration 22Q: 3 clusters Score -8325408 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 46748 members 
Entering Unmasked Estep 
Score: -8325509.000000 Penalty: 13210.610352
	Iteration 23Q: 3 clusters Score -8325509 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 46796 members 
Entering Unmasked Estep 
Score: -8325545.000000 Penalty: 13210.610352
	Iteration 24Q: 3 clusters Score -8325545 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 46823 members 
Entering Unmasked Estep 
Score: -8325573.500000 Penalty: 13210.610352
	Iteration 25Q: 3 clusters Score -8325574 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 46849 members 
Entering Unmasked Estep 
Score: -8325618.000000 Penalty: 13210.610352
	Iteration 26Q: 3 clusters Score -8325618 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 46870 members 
Entering Unmasked Estep 
Score: -8325636.000000 Penalty: 13210.610352
	Iteration 27Q: 3 clusters Score -8325636 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 46888 members 
Entering Unmasked Estep 
Score: -8325649.500000 Penalty: 13210.610352
	Iteration 28Q: 3 clusters Score -8325650 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 46909 members 
Entering Unmasked Estep 
Score: -8325660.500000 Penalty: 13210.610352
	Iteration 29Q: 3 clusters Score -8325660 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 46930 members 
Entering Unmasked Estep 
Score: -8325680.500000 Penalty: 13210.610352
	Iteration 30Q: 3 clusters Score -8325680 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 46938 members 
Entering Unmasked Estep 
Score: -8325690.000000 Penalty: 13210.610352
	Iteration 31Q: 3 clusters Score -8325690 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 46948 members 
Entering Unmasked Estep 
Score: -8325711.000000 Penalty: 13210.610352
	Iteration 32Q: 3 clusters Score -8325711 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 46962 members 
Entering Unmasked Estep 
Score: -8325710.000000 Penalty: 13210.610352
	Iteration 33Q: 3 clusters Score -8325710 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 46973 members 
Entering Unmasked Estep 
Score: -8325716.500000 Penalty: 13210.610352
	Iteration 34Q: 3 clusters Score -8325716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 46985 members 
Entering Unmasked Estep 
Score: -8325745.500000 Penalty: 13210.610352
	Iteration 35Q: 3 clusters Score -8325746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 46992 members 
Entering Unmasked Estep 
Score: -8325757.500000 Penalty: 13210.610352
	Iteration 36Q: 3 clusters Score -8325758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 46998 members 
Entering Unmasked Estep 
Score: -8325764.500000 Penalty: 13210.610352
	Iteration 37Q: 3 clusters Score -8325764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 47004 members 
Entering Unmasked Estep 
Score: -8325766.000000 Penalty: 13210.610352
	Iteration 38Q: 3 clusters Score -8325766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 47007 members 
Entering Unmasked Estep 
Score: -8325771.500000 Penalty: 13210.610352
	Iteration 39Q: 3 clusters Score -8325772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 47011 members 
Entering Unmasked Estep 
Score: -8325778.500000 Penalty: 13210.610352
	Iteration 40F: 3 clusters Score -8325778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 47013 members 
Entering Unmasked Estep 
Score: -8325771.500000 Penalty: 13210.610352
	Iteration 41Q: 3 clusters Score -8325772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 47013 members 
Entering Unmasked Estep 
Score: -8325771.500000 Penalty: 13210.610352
	Iteration 42F: 3 clusters Score -8325772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (308931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308931 members 
Entering Unmasked Estep 
Score: -53169204.000000 Penalty: 7742.534668
	Iteration 0F: 2 clusters Score -5.31692e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154941 members 
Mstep: Class 2 contains 153990 members 
Entering Unmasked Estep 
Score: -52967080.000000 Penalty: 15485.069336
	Iteration 0F: 3 clusters Score -5.296708e+07 nChanged 147007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161362 members 
Mstep: Class 2 contains 147569 members 
Entering Unmasked Estep 
Score: -53053276.000000 Penalty: 15485.069336
	Iteration 1F: 3 clusters Score -5.305328e+07 nChanged 10377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165549 members 
Mstep: Class 2 contains 143382 members 
Entering Unmasked Estep 
Score: -53056348.000000 Penalty: 15485.069336
	Iteration 2Q: 3 clusters Score -5.305635e+07 nChanged 12356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171979 members 
Mstep: Class 2 contains 136952 members 
Entering Unmasked Estep 
Score: -53061360.000000 Penalty: 15485.069336
	Iteration 3Q: 3 clusters Score -5.306136e+07 nChanged 15223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181314 members 
Mstep: Class 2 contains 127617 members 
Entering Unmasked Estep 
Score: -53069436.000000 Penalty: 15485.069336
	Iteration 4Q: 3 clusters Score -5.306944e+07 nChanged 18632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194228 members 
Mstep: Class 2 contains 114703 members 
Entering Unmasked Estep 
Score: -53081008.000000 Penalty: 15485.069336
	Iteration 5F: 3 clusters Score -5.308101e+07 nChanged 21349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210747 members 
Mstep: Class 2 contains 98184 members 
Entering Unmasked Estep 
Score: -53095692.000000 Penalty: 15485.069336
	Iteration 6F: 3 clusters Score -5.309569e+07 nChanged 22160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229307 members 
Mstep: Class 2 contains 79624 members 
Entering Unmasked Estep 
Score: -53112256.000000 Penalty: 15485.069336
	Iteration 7F: 3 clusters Score -5.311226e+07 nChanged 19952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246737 members 
Mstep: Class 2 contains 62194 members 
Entering Unmasked Estep 
Score: -53126900.000000 Penalty: 15485.069336
	Iteration 8F: 3 clusters Score -5.31269e+07 nChanged 15741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260782 members 
Mstep: Class 2 contains 48149 members 
Entering Unmasked Estep 
Score: -53138600.000000 Penalty: 15485.069336
	Iteration 9F: 3 clusters Score -5.31386e+07 nChanged 11561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271067 members 
Mstep: Class 2 contains 37864 members 
Entering Unmasked Estep 
Score: -53146340.000000 Penalty: 15485.069336
	Iteration 10Q: 3 clusters Score -5.314634e+07 nChanged 8175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278388 members 
Mstep: Class 2 contains 30543 members 
Entering Unmasked Estep 
Score: -53151276.000000 Penalty: 15485.069336
	Iteration 11Q: 3 clusters Score -5.315128e+07 nChanged 6010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283940 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
Score: -53154544.000000 Penalty: 15485.069336
	Iteration 12Q: 3 clusters Score -5.315454e+07 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288294 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -53156676.000000 Penalty: 15485.069336
	Iteration 13Q: 3 clusters Score -5.315668e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291752 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -53158396.000000 Penalty: 15485.069336
	Iteration 14Q: 3 clusters Score -5.31584e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294611 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -53159936.000000 Penalty: 15485.069336
	Iteration 15Q: 3 clusters Score -5.315994e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296795 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -53160860.000000 Penalty: 15485.069336
	Iteration 16Q: 3 clusters Score -5.316086e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298548 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -53161620.000000 Penalty: 15485.069336
	Iteration 17Q: 3 clusters Score -5.316162e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299911 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -53162436.000000 Penalty: 15485.069336
	Iteration 18Q: 3 clusters Score -5.316244e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300949 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -53162888.000000 Penalty: 15485.069336
	Iteration 19Q: 3 clusters Score -5.316289e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301756 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -53163044.000000 Penalty: 15485.069336
	Iteration 20F: 3 clusters Score -5.316304e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302331 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -53163392.000000 Penalty: 15485.069336
	Iteration 21Q: 3 clusters Score -5.316339e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302742 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -53163664.000000 Penalty: 15485.069336
	Iteration 22Q: 3 clusters Score -5.316366e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303072 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -53163736.000000 Penalty: 15485.069336
	Iteration 23Q: 3 clusters Score -5.316374e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303332 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -53163920.000000 Penalty: 15485.069336
	Iteration 24Q: 3 clusters Score -5.316392e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303521 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -53164040.000000 Penalty: 15485.069336
	Iteration 25Q: 3 clusters Score -5.316404e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303703 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -53164244.000000 Penalty: 15485.069336
	Iteration 26Q: 3 clusters Score -5.316424e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303869 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -53164292.000000 Penalty: 15485.069336
	Iteration 27Q: 3 clusters Score -5.316429e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304015 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -53164380.000000 Penalty: 15485.069336
	Iteration 28Q: 3 clusters Score -5.316438e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304133 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -53164372.000000 Penalty: 15485.069336
	Iteration 29Q: 3 clusters Score -5.316437e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304204 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -53164496.000000 Penalty: 15485.069336
	Iteration 30Q: 3 clusters Score -5.31645e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304246 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -53164620.000000 Penalty: 15485.069336
	Iteration 31Q: 3 clusters Score -5.316462e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304271 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -53164772.000000 Penalty: 15485.069336
	Iteration 32Q: 3 clusters Score -5.316477e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304278 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -53164816.000000 Penalty: 15485.069336
	Iteration 33Q: 3 clusters Score -5.316482e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304279 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -53164868.000000 Penalty: 15485.069336
	Iteration 34Q: 3 clusters Score -5.316487e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304245 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -53164932.000000 Penalty: 15485.069336
	Iteration 35Q: 3 clusters Score -5.316493e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304210 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -53164944.000000 Penalty: 15485.069336
	Iteration 36Q: 3 clusters Score -5.316494e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304186 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -53165060.000000 Penalty: 15485.069336
	Iteration 37Q: 3 clusters Score -5.316506e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304149 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -53165064.000000 Penalty: 15485.069336
	Iteration 38Q: 3 clusters Score -5.316506e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304112 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -53165136.000000 Penalty: 15485.069336
	Iteration 39Q: 3 clusters Score -5.316514e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304085 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -53165176.000000 Penalty: 15485.069336
	Iteration 40F: 3 clusters Score -5.316518e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304033 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -53165224.000000 Penalty: 15485.069336
	Iteration 41Q: 3 clusters Score -5.316522e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303950 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -53165280.000000 Penalty: 15485.069336
	Iteration 42Q: 3 clusters Score -5.316528e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303859 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -53165320.000000 Penalty: 15485.069336
	Iteration 43Q: 3 clusters Score -5.316532e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303770 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -53165376.000000 Penalty: 15485.069336
	Iteration 44Q: 3 clusters Score -5.316538e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303711 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -53165408.000000 Penalty: 15485.069336
	Iteration 45Q: 3 clusters Score -5.316541e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303645 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -53165344.000000 Penalty: 15485.069336
	Iteration 46Q: 3 clusters Score -5.316534e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303588 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -53165372.000000 Penalty: 15485.069336
	Iteration 47Q: 3 clusters Score -5.316537e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303520 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -53165416.000000 Penalty: 15485.069336
	Iteration 48Q: 3 clusters Score -5.316542e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303441 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -53165396.000000 Penalty: 15485.069336
	Iteration 49Q: 3 clusters Score -5.31654e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303384 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -53165428.000000 Penalty: 15485.069336
	Iteration 50Q: 3 clusters Score -5.316543e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303323 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -53165524.000000 Penalty: 15485.069336
	Iteration 51Q: 3 clusters Score -5.316552e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303268 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -53165532.000000 Penalty: 15485.069336
	Iteration 52Q: 3 clusters Score -5.316553e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303214 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -53165620.000000 Penalty: 15485.069336
	Iteration 53Q: 3 clusters Score -5.316562e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303157 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -53165624.000000 Penalty: 15485.069336
	Iteration 54Q: 3 clusters Score -5.316562e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303098 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -53165624.000000 Penalty: 15485.069336
	Iteration 55Q: 3 clusters Score -5.316562e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303041 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -53165616.000000 Penalty: 15485.069336
	Iteration 56Q: 3 clusters Score -5.316562e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303000 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -53165676.000000 Penalty: 15485.069336
	Iteration 57Q: 3 clusters Score -5.316568e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302966 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -53165712.000000 Penalty: 15485.069336
	Iteration 58Q: 3 clusters Score -5.316571e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302937 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -53165716.000000 Penalty: 15485.069336
	Iteration 59Q: 3 clusters Score -5.316572e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302902 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -53165732.000000 Penalty: 15485.069336
	Iteration 60F: 3 clusters Score -5.316573e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302875 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -53165788.000000 Penalty: 15485.069336
	Iteration 61Q: 3 clusters Score -5.316579e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302857 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -53165780.000000 Penalty: 15485.069336
	Iteration 62Q: 3 clusters Score -5.316578e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302834 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -53165792.000000 Penalty: 15485.069336
	Iteration 63Q: 3 clusters Score -5.316579e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302807 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -53165796.000000 Penalty: 15485.069336
	Iteration 64Q: 3 clusters Score -5.31658e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302792 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -53165748.000000 Penalty: 15485.069336
	Iteration 65Q: 3 clusters Score -5.316575e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302771 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -53165760.000000 Penalty: 15485.069336
	Iteration 66Q: 3 clusters Score -5.316576e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302746 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -53165752.000000 Penalty: 15485.069336
	Iteration 67Q: 3 clusters Score -5.316575e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302717 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -53165832.000000 Penalty: 15485.069336
	Iteration 68Q: 3 clusters Score -5.316583e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302685 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -53165920.000000 Penalty: 15485.069336
	Iteration 69Q: 3 clusters Score -5.316592e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302651 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -53165884.000000 Penalty: 15485.069336
	Iteration 70Q: 3 clusters Score -5.316588e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302638 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -53165828.000000 Penalty: 15485.069336
	Iteration 71Q: 3 clusters Score -5.316583e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302635 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -53165900.000000 Penalty: 15485.069336
	Iteration 72Q: 3 clusters Score -5.31659e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302627 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -53165912.000000 Penalty: 15485.069336
	Iteration 73Q: 3 clusters Score -5.316591e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302610 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -53165888.000000 Penalty: 15485.069336
	Iteration 74Q: 3 clusters Score -5.316589e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302592 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -53165948.000000 Penalty: 15485.069336
	Iteration 75Q: 3 clusters Score -5.316595e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302584 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -53165920.000000 Penalty: 15485.069336
	Iteration 76Q: 3 clusters Score -5.316592e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302577 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -53165932.000000 Penalty: 15485.069336
	Iteration 77Q: 3 clusters Score -5.316593e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302572 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -53165948.000000 Penalty: 15485.069336
	Iteration 78Q: 3 clusters Score -5.316595e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302568 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -53165948.000000 Penalty: 15485.069336
	Iteration 79Q: 3 clusters Score -5.316595e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302565 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -53165932.000000 Penalty: 15485.069336
	Iteration 80F: 3 clusters Score -5.316593e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302563 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -53165928.000000 Penalty: 15485.069336
	Iteration 81Q: 3 clusters Score -5.316593e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302560 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -53165920.000000 Penalty: 15485.069336
	Iteration 82Q: 3 clusters Score -5.316592e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302558 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -53165900.000000 Penalty: 15485.069336
	Iteration 83Q: 3 clusters Score -5.31659e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302555 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -53165916.000000 Penalty: 15485.069336
	Iteration 84Q: 3 clusters Score -5.316592e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302555 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -53165896.000000 Penalty: 15485.069336
	Iteration 85Q: 3 clusters Score -5.31659e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302552 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -53165904.000000 Penalty: 15485.069336
	Iteration 86Q: 3 clusters Score -5.31659e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302547 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -53165912.000000 Penalty: 15485.069336
	Iteration 87Q: 3 clusters Score -5.316591e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302541 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -53165944.000000 Penalty: 15485.069336
	Iteration 88Q: 3 clusters Score -5.316594e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302539 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -53165908.000000 Penalty: 15485.069336
	Iteration 89Q: 3 clusters Score -5.316591e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302532 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -53165912.000000 Penalty: 15485.069336
	Iteration 90Q: 3 clusters Score -5.316591e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302527 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -53165888.000000 Penalty: 15485.069336
	Iteration 91Q: 3 clusters Score -5.316589e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302516 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -53165912.000000 Penalty: 15485.069336
	Iteration 92Q: 3 clusters Score -5.316591e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302514 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -53165924.000000 Penalty: 15485.069336
	Iteration 93Q: 3 clusters Score -5.316592e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302503 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -53165916.000000 Penalty: 15485.069336
	Iteration 94Q: 3 clusters Score -5.316592e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302495 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -53165952.000000 Penalty: 15485.069336
	Iteration 95Q: 3 clusters Score -5.316595e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302488 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -53165956.000000 Penalty: 15485.069336
	Iteration 96Q: 3 clusters Score -5.316596e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302483 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -53165972.000000 Penalty: 15485.069336
	Iteration 97Q: 3 clusters Score -5.316597e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302481 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -53165960.000000 Penalty: 15485.069336
	Iteration 98Q: 3 clusters Score -5.316596e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302482 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -53165964.000000 Penalty: 15485.069336
	Iteration 99Q: 3 clusters Score -5.316596e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302482 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -53165968.000000 Penalty: 15485.069336
	Iteration 100F: 3 clusters Score -5.316597e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (28246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28246 members 
Entering Unmasked Estep 
Score: -4816369.000000 Penalty: 6277.333008
	Iteration 0F: 2 clusters Score -4816369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -4794589.000000 Penalty: 12554.666016
	Iteration 0F: 3 clusters Score -4794589 nChanged 11790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -4800700.000000 Penalty: 12554.666016
	Iteration 1F: 3 clusters Score -4800700 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -4801436.000000 Penalty: 12554.666016
	Iteration 2F: 3 clusters Score -4801436 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -4801855.000000 Penalty: 12554.666016
	Iteration 3Q: 3 clusters Score -4801855 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -4802160.500000 Penalty: 12554.666016
	Iteration 4Q: 3 clusters Score -4802160 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -4802354.500000 Penalty: 12554.666016
	Iteration 5Q: 3 clusters Score -4802354 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -4802504.500000 Penalty: 12554.666016
	Iteration 6Q: 3 clusters Score -4802504 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -4802641.000000 Penalty: 12554.666016
	Iteration 7Q: 3 clusters Score -4802641 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -4802774.000000 Penalty: 12554.666016
	Iteration 8Q: 3 clusters Score -4802774 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -4802850.500000 Penalty: 12554.666016
	Iteration 9Q: 3 clusters Score -4802850 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -4802926.000000 Penalty: 12554.666016
	Iteration 10Q: 3 clusters Score -4802926 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -4803018.000000 Penalty: 12554.666016
	Iteration 11Q: 3 clusters Score -4803018 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -4803125.500000 Penalty: 12554.666016
	Iteration 12Q: 3 clusters Score -4803126 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -4803224.500000 Penalty: 12554.666016
	Iteration 13Q: 3 clusters Score -4803224 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -4803312.000000 Penalty: 12554.666016
	Iteration 14Q: 3 clusters Score -4803312 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -4803412.500000 Penalty: 12554.666016
	Iteration 15Q: 3 clusters Score -4803412 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -4803495.000000 Penalty: 12554.666016
	Iteration 16Q: 3 clusters Score -4803495 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -4803582.000000 Penalty: 12554.666016
	Iteration 17Q: 3 clusters Score -4803582 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -4803693.000000 Penalty: 12554.666016
	Iteration 18Q: 3 clusters Score -4803693 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -4803818.500000 Penalty: 12554.666016
	Iteration 19Q: 3 clusters Score -4803818 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -4804043.000000 Penalty: 12554.666016
	Iteration 20F: 3 clusters Score -4804043 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -4804312.500000 Penalty: 12554.666016
	Iteration 21Q: 3 clusters Score -4804312 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -4804644.000000 Penalty: 12554.666016
	Iteration 22Q: 3 clusters Score -4804644 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -4805120.000000 Penalty: 12554.666016
	Iteration 23Q: 3 clusters Score -4805120 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -4805756.500000 Penalty: 12554.666016
	Iteration 24Q: 3 clusters Score -4805756 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -4806471.500000 Penalty: 12554.666016
	Iteration 25Q: 3 clusters Score -4806472 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -4807369.500000 Penalty: 12554.666016
	Iteration 26Q: 3 clusters Score -4807370 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -4808421.500000 Penalty: 12554.666016
	Iteration 27Q: 3 clusters Score -4808422 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -4809289.000000 Penalty: 12554.666016
	Iteration 28Q: 3 clusters Score -4809289 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26535 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -4809824.500000 Penalty: 12554.666016
	Iteration 29Q: 3 clusters Score -4809824 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -4810188.500000 Penalty: 12554.666016
	Iteration 30Q: 3 clusters Score -4810188 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27161 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -4810424.500000 Penalty: 12554.666016
	Iteration 31Q: 3 clusters Score -4810424 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -4810573.000000 Penalty: 12554.666016
	Iteration 32Q: 3 clusters Score -4810573 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27397 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -4810679.000000 Penalty: 12554.666016
	Iteration 33Q: 3 clusters Score -4810679 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -4810722.000000 Penalty: 12554.666016
	Iteration 34Q: 3 clusters Score -4810722 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27464 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -4810754.000000 Penalty: 12554.666016
	Iteration 35Q: 3 clusters Score -4810754 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -4810795.500000 Penalty: 12554.666016
	Iteration 36Q: 3 clusters Score -4810796 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -4810821.000000 Penalty: 12554.666016
	Iteration 37Q: 3 clusters Score -4810821 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27519 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -4810835.500000 Penalty: 12554.666016
	Iteration 38Q: 3 clusters Score -4810836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -4810843.500000 Penalty: 12554.666016
	Iteration 39Q: 3 clusters Score -4810844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27539 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -4810863.500000 Penalty: 12554.666016
	Iteration 40F: 3 clusters Score -4810864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -4810872.000000 Penalty: 12554.666016
	Iteration 41Q: 3 clusters Score -4810872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27552 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -4810873.000000 Penalty: 12554.666016
	Iteration 42Q: 3 clusters Score -4810873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27556 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -4810875.000000 Penalty: 12554.666016
	Iteration 43Q: 3 clusters Score -4810875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27560 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -4810878.000000 Penalty: 12554.666016
	Iteration 44Q: 3 clusters Score -4810878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27563 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -4810887.500000 Penalty: 12554.666016
	Iteration 45Q: 3 clusters Score -4810888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27563 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -4810889.500000 Penalty: 12554.666016
	Iteration 46Q: 3 clusters Score -4810890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -4810895.000000 Penalty: 12554.666016
	Iteration 47Q: 3 clusters Score -4810895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -4810895.000000 Penalty: 12554.666016
	Iteration 48F: 3 clusters Score -4810895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Entering Unmasked Estep 
Score: -201025.296875 Penalty: 4403.827637
	Iteration 0F: 2 clusters Score -201025.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -196757.765625 Penalty: 8807.655273
	Iteration 0F: 3 clusters Score -196757.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -197424.859375 Penalty: 8807.655273
	Iteration 1F: 3 clusters Score -197424.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -197691.953125 Penalty: 8807.655273
	Iteration 2F: 3 clusters Score -197692 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -197800.109375 Penalty: 8807.655273
	Iteration 3Q: 3 clusters Score -197800.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -197874.812500 Penalty: 8807.655273
	Iteration 4Q: 3 clusters Score -197874.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -197924.234375 Penalty: 8807.655273
	Iteration 5Q: 3 clusters Score -197924.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -197996.875000 Penalty: 8807.655273
	Iteration 6Q: 3 clusters Score -197996.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -198055.015625 Penalty: 8807.655273
	Iteration 7Q: 3 clusters Score -198055 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -198104.031250 Penalty: 8807.655273
	Iteration 8Q: 3 clusters Score -198104 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -198138.500000 Penalty: 8807.655273
	Iteration 9Q: 3 clusters Score -198138.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -198151.515625 Penalty: 8807.655273
	Iteration 10Q: 3 clusters Score -198151.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -198159.843750 Penalty: 8807.655273
	Iteration 11Q: 3 clusters Score -198159.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -198166.109375 Penalty: 8807.655273
	Iteration 12Q: 3 clusters Score -198166.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -198168.375000 Penalty: 8807.655273
	Iteration 13Q: 3 clusters Score -198168.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -198168.375000 Penalty: 8807.655273
	Iteration 14F: 3 clusters Score -198168.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Entering Unmasked Estep 
Score: -115235.406250 Penalty: 4086.620117
	Iteration 0F: 2 clusters Score -115235.4 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 413 members 
Entering Unmasked Estep 
Score: -111568.140625 Penalty: 8173.240234
	Iteration 0F: 3 clusters Score -111568.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -112104.828125 Penalty: 8173.240234
	Iteration 1F: 3 clusters Score -112104.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -112599.210938 Penalty: 8173.240234
	Iteration 2F: 3 clusters Score -112599.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -112993.476562 Penalty: 8173.240234
	Iteration 3F: 3 clusters Score -112993.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -113240.492188 Penalty: 8173.240234
	Iteration 4F: 3 clusters Score -113240.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -113376.101562 Penalty: 8173.240234
	Iteration 5Q: 3 clusters Score -113376.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -113506.460938 Penalty: 8173.240234
	Iteration 6Q: 3 clusters Score -113506.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -113578.140625 Penalty: 8173.240234
	Iteration 7Q: 3 clusters Score -113578.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -113639.484375 Penalty: 8173.240234
	Iteration 8Q: 3 clusters Score -113639.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -113685.296875 Penalty: 8173.240234
	Iteration 9Q: 3 clusters Score -113685.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -113694.515625 Penalty: 8173.240234
	Iteration 10Q: 3 clusters Score -113694.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -113702.226562 Penalty: 8173.240234
	Iteration 11Q: 3 clusters Score -113702.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -113710.968750 Penalty: 8173.240234
	Iteration 12Q: 3 clusters Score -113711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -113715.585938 Penalty: 8173.240234
	Iteration 13Q: 3 clusters Score -113715.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -113720.039062 Penalty: 8173.240234
	Iteration 14Q: 3 clusters Score -113720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -113720.296875 Penalty: 8173.240234
	Iteration 15F: 3 clusters Score -113720.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -113743.687500 Penalty: 8173.240234
	Iteration 16Q: 3 clusters Score -113743.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -113751.093750 Penalty: 8173.240234
	Iteration 17Q: 3 clusters Score -113751.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -113751.093750 Penalty: 8173.240234
	Iteration 18F: 3 clusters Score -113751.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (93647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93647 members 
Entering Unmasked Estep 
Score: -15821498.000000 Penalty: 7011.463867
	Iteration 0F: 2 clusters Score -1.58215e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47004 members 
Mstep: Class 2 contains 46643 members 
Entering Unmasked Estep 
Score: -15757340.000000 Penalty: 14022.927734
	Iteration 0F: 3 clusters Score -1.575734e+07 nChanged 42516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47922 members 
Mstep: Class 2 contains 45725 members 
Entering Unmasked Estep 
Score: -15780184.000000 Penalty: 14022.927734
	Iteration 1F: 3 clusters Score -1.578018e+07 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48504 members 
Mstep: Class 2 contains 45143 members 
Entering Unmasked Estep 
Score: -15781092.000000 Penalty: 14022.927734
	Iteration 2Q: 3 clusters Score -1.578109e+07 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49290 members 
Mstep: Class 2 contains 44357 members 
Entering Unmasked Estep 
Score: -15781896.000000 Penalty: 14022.927734
	Iteration 3Q: 3 clusters Score -1.57819e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50337 members 
Mstep: Class 2 contains 43310 members 
Entering Unmasked Estep 
Score: -15782669.000000 Penalty: 14022.927734
	Iteration 4Q: 3 clusters Score -1.578267e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51831 members 
Mstep: Class 2 contains 41816 members 
Entering Unmasked Estep 
Score: -15783416.000000 Penalty: 14022.927734
	Iteration 5Q: 3 clusters Score -1.578342e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53942 members 
Mstep: Class 2 contains 39705 members 
Entering Unmasked Estep 
Score: -15784480.000000 Penalty: 14022.927734
	Iteration 6Q: 3 clusters Score -1.578448e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56807 members 
Mstep: Class 2 contains 36840 members 
Entering Unmasked Estep 
Score: -15785655.000000 Penalty: 14022.927734
	Iteration 7Q: 3 clusters Score -1.578566e+07 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60689 members 
Mstep: Class 2 contains 32958 members 
Entering Unmasked Estep 
Score: -15787731.000000 Penalty: 14022.927734
	Iteration 8Q: 3 clusters Score -1.578773e+07 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65891 members 
Mstep: Class 2 contains 27756 members 
Entering Unmasked Estep 
Score: -15791002.000000 Penalty: 14022.927734
	Iteration 9F: 3 clusters Score -1.5791e+07 nChanged 6450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72311 members 
Mstep: Class 2 contains 21336 members 
Entering Unmasked Estep 
Score: -15796041.000000 Penalty: 14022.927734
	Iteration 10F: 3 clusters Score -1.579604e+07 nChanged 7043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79348 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -15802320.000000 Penalty: 14022.927734
	Iteration 11F: 3 clusters Score -1.580232e+07 nChanged 6144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85480 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -15807982.000000 Penalty: 14022.927734
	Iteration 12F: 3 clusters Score -1.580798e+07 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89429 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -15811595.000000 Penalty: 14022.927734
	Iteration 13Q: 3 clusters Score -1.58116e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91452 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -15813470.000000 Penalty: 14022.927734
	Iteration 14Q: 3 clusters Score -1.581347e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92295 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -15814299.000000 Penalty: 14022.927734
	Iteration 15Q: 3 clusters Score -1.58143e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92636 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -15814660.000000 Penalty: 14022.927734
	Iteration 16Q: 3 clusters Score -1.581466e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92789 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -15814852.000000 Penalty: 14022.927734
	Iteration 17Q: 3 clusters Score -1.581485e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92862 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -15814927.000000 Penalty: 14022.927734
	Iteration 18Q: 3 clusters Score -1.581493e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92910 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -15815040.000000 Penalty: 14022.927734
	Iteration 19Q: 3 clusters Score -1.581504e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92937 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -15815114.000000 Penalty: 14022.927734
	Iteration 20F: 3 clusters Score -1.581511e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92951 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -15815153.000000 Penalty: 14022.927734
	Iteration 21Q: 3 clusters Score -1.581515e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92968 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -15815150.000000 Penalty: 14022.927734
	Iteration 22Q: 3 clusters Score -1.581515e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92978 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -15815172.000000 Penalty: 14022.927734
	Iteration 23Q: 3 clusters Score -1.581517e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92985 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -15815187.000000 Penalty: 14022.927734
	Iteration 24Q: 3 clusters Score -1.581519e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92991 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -15815197.000000 Penalty: 14022.927734
	Iteration 25Q: 3 clusters Score -1.58152e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92994 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -15815212.000000 Penalty: 14022.927734
	Iteration 26Q: 3 clusters Score -1.581521e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92998 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -15815212.000000 Penalty: 14022.927734
	Iteration 27Q: 3 clusters Score -1.581521e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93004 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -15815219.000000 Penalty: 14022.927734
	Iteration 28Q: 3 clusters Score -1.581522e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93006 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -15815240.000000 Penalty: 14022.927734
	Iteration 29Q: 3 clusters Score -1.581524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93006 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -15815241.000000 Penalty: 14022.927734
	Iteration 30Q: 3 clusters Score -1.581524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93007 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -15815234.000000 Penalty: 14022.927734
	Iteration 31Q: 3 clusters Score -1.581523e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93007 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -15815235.000000 Penalty: 14022.927734
	Iteration 32Q: 3 clusters Score -1.581524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93006 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -15815241.000000 Penalty: 14022.927734
	Iteration 33Q: 3 clusters Score -1.581524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93007 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -15815236.000000 Penalty: 14022.927734
	Iteration 34Q: 3 clusters Score -1.581524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93008 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -15815245.000000 Penalty: 14022.927734
	Iteration 35Q: 3 clusters Score -1.581524e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93008 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -15815245.000000 Penalty: 14022.927734
	Iteration 36F: 3 clusters Score -1.581524e+07 nChanged 0
--- Evaluating fit on full set of 4122835 points ---
Entering Unmasked Estep 
Score: -706637120.000000 Penalty: 195922.265625
24->22 Clusters: Score -706637120.000000, best is -706644608.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 1374278 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57455 members 
Mstep: Class 2 contains 57670 members 
Mstep: Class 3 contains 57269 members 
Mstep: Class 4 contains 57000 members 
Mstep: Class 5 contains 57265 members 
Mstep: Class 6 contains 57341 members 
Mstep: Class 7 contains 57045 members 
Mstep: Class 8 contains 57326 members 
Mstep: Class 9 contains 57300 members 
Mstep: Class 10 contains 56966 members 
Mstep: Class 11 contains 57070 members 
Mstep: Class 12 contains 57335 members 
Mstep: Class 13 contains 57547 members 
Mstep: Class 14 contains 57064 members 
Mstep: Class 15 contains 57078 members 
Mstep: Class 16 contains 57334 members 
Mstep: Class 17 contains 56976 members 
Mstep: Class 18 contains 57537 members 
Mstep: Class 19 contains 57354 members 
Mstep: Class 20 contains 57841 members 
Mstep: Class 21 contains 57367 members 
Mstep: Class 22 contains 56968 members 
Mstep: Class 23 contains 57287 members 
Mstep: Class 24 contains 56883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 385.478821 but Gain 8656.718750
Score: -223440736.000000 Penalty: 199104.828125
Iteration 0F: 24 clusters Score -2.234407e+08 nChanged 1306825
Entering Unmasked Mstep 
Mstep: Class 0 contains 3619 members 
Mstep: Class 1 contains 53789 members 
Mstep: Class 2 contains 24574 members 
Mstep: Class 3 contains 7612 members 
Mstep: Class 4 contains 126369 members 
Mstep: Class 5 contains 8308 members 
Mstep: Class 6 contains 23471 members 
Mstep: Class 8 contains 12270 members 
Mstep: Class 9 contains 25920 members 
Mstep: Class 10 contains 10511 members 
Mstep: Class 11 contains 34784 members 
Mstep: Class 12 contains 95861 members 
Mstep: Class 13 contains 83457 members 
Mstep: Class 14 contains 8261 members 
Mstep: Class 15 contains 10326 members 
Mstep: Class 16 contains 433082 members 
Mstep: Class 17 contains 46685 members 
Mstep: Class 18 contains 125302 members 
Mstep: Class 19 contains 118258 members 
Mstep: Class 20 contains 75483 members 
Mstep: Class 21 contains 5972 members 
Mstep: Class 22 contains 14826 members 
Mstep: Class 23 contains 7394 members 
Mstep: Class 24 contains 18144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 4211.167969 but Gain 8656.734375
Score: -231128224.000000 Penalty: 190448.093750
Iteration 1F: 23 clusters Score -2.311282e+08 nChanged 470622
Entering Unmasked Mstep 
Mstep: Class 0 contains 1591 members 
Mstep: Class 1 contains 30776 members 
Mstep: Class 2 contains 16496 members 
Mstep: Class 4 contains 116996 members 
Mstep: Class 5 contains 5918 members 
Mstep: Class 6 contains 23877 members 
Mstep: Class 8 contains 7479 members 
Mstep: Class 9 contains 15310 members 
Mstep: Class 10 contains 5078 members 
Mstep: Class 11 contains 24959 members 
Mstep: Class 12 contains 83640 members 
Mstep: Class 13 contains 72105 members 
Mstep: Class 14 contains 3881 members 
Mstep: Class 15 contains 4313 members 
Mstep: Class 16 contains 642718 members 
Mstep: Class 17 contains 27691 members 
Mstep: Class 18 contains 107669 members 
Mstep: Class 19 contains 111769 members 
Mstep: Class 20 contains 49862 members 
Mstep: Class 21 contains 2854 members 
Mstep: Class 22 contains 8012 members 
Mstep: Class 23 contains 5357 members 
Mstep: Class 24 contains 5927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 3149.100342 but Gain 8656.734375
Score: -232095248.000000 Penalty: 181791.359375
Iteration 2F: 22 clusters Score -2.320952e+08 nChanged 294501
Entering Unmasked Mstep 
Mstep: Class 0 contains 189 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 16030 members 
Mstep: Class 4 contains 92480 members 
Mstep: Class 5 contains 4615 members 
Mstep: Class 6 contains 26094 members 
Mstep: Class 8 contains 3564 members 
Mstep: Class 9 contains 10445 members 
Mstep: Class 11 contains 16249 members 
Mstep: Class 12 contains 75653 members 
Mstep: Class 13 contains 95158 members 
Mstep: Class 14 contains 2558 members 
Mstep: Class 15 contains 2250 members 
Mstep: Class 16 contains 744563 members 
Mstep: Class 17 contains 15678 members 
Mstep: Class 18 contains 85659 members 
Mstep: Class 19 contains 104529 members 
Mstep: Class 20 contains 40500 members 
Mstep: Class 21 contains 2652 members 
Mstep: Class 22 contains 5363 members 
Mstep: Class 23 contains 6427 members 
Mstep: Class 24 contains 2490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 7067.168457 but Gain 8656.734375
Score: -232460416.000000 Penalty: 173134.625000
Iteration 3F: 21 clusters Score -2.324604e+08 nChanged 191257
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 18582 members 
Mstep: Class 4 contains 70022 members 
Mstep: Class 5 contains 2729 members 
Mstep: Class 6 contains 29990 members 
Mstep: Class 9 contains 8935 members 
Mstep: Class 11 contains 11726 members 
Mstep: Class 12 contains 74393 members 
Mstep: Class 13 contains 119193 members 
Mstep: Class 14 contains 1590 members 
Mstep: Class 15 contains 1631 members 
Mstep: Class 16 contains 777030 members 
Mstep: Class 17 contains 9600 members 
Mstep: Class 18 contains 69115 members 
Mstep: Class 19 contains 112134 members 
Mstep: Class 20 contains 33153 members 
Mstep: Class 21 contains 2619 members 
Mstep: Class 22 contains 4791 members 
Mstep: Class 23 contains 9436 members 
Mstep: Class 24 contains 2098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 6742.625000 but Gain 8656.734375
Score: -232650720.000000 Penalty: 164477.890625
Iteration 4F: 20 clusters Score -2.326507e+08 nChanged 138094
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 21542 members 
Mstep: Class 4 contains 51875 members 
Mstep: Class 5 contains 1802 members 
Mstep: Class 6 contains 30630 members 
Mstep: Class 9 contains 9170 members 
Mstep: Class 11 contains 9340 members 
Mstep: Class 12 contains 76532 members 
Mstep: Class 13 contains 136981 members 
Mstep: Class 14 contains 1475 members 
Mstep: Class 15 contains 1377 members 
Mstep: Class 16 contains 788572 members 
Mstep: Class 18 contains 57686 members 
Mstep: Class 19 contains 124001 members 
Mstep: Class 20 contains 27550 members 
Mstep: Class 21 contains 2563 members 
Mstep: Class 22 contains 4827 members 
Mstep: Class 23 contains 13892 members 
Mstep: Class 24 contains 1965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 8560.191406 but Gain 8656.718750
Score: -232798352.000000 Penalty: 155821.171875
Iteration 5F: 19 clusters Score -2.327984e+08 nChanged 104919
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 23597 members 
Mstep: Class 4 contains 38849 members 
Mstep: Class 5 contains 1911 members 
Mstep: Class 6 contains 30169 members 
Mstep: Class 9 contains 10244 members 
Mstep: Class 12 contains 79989 members 
Mstep: Class 13 contains 149022 members 
Mstep: Class 14 contains 1476 members 
Mstep: Class 15 contains 1310 members 
Mstep: Class 16 contains 788192 members 
Mstep: Class 18 contains 48991 members 
Mstep: Class 19 contains 135111 members 
Mstep: Class 20 contains 22902 members 
Mstep: Class 21 contains 2557 members 
Mstep: Class 22 contains 5142 members 
Mstep: Class 23 contains 22043 members 
Mstep: Class 24 contains 1787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -232897280.000000 Penalty: 155821.171875
Iteration 6F: 19 clusters Score -2.328973e+08 nChanged 77801
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 24432 members 
Mstep: Class 4 contains 28508 members 
Mstep: Class 5 contains 2231 members 
Mstep: Class 6 contains 30743 members 
Mstep: Class 9 contains 11461 members 
Mstep: Class 12 contains 83971 members 
Mstep: Class 13 contains 158854 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 1310 members 
Mstep: Class 16 contains 778401 members 
Mstep: Class 18 contains 42130 members 
Mstep: Class 19 contains 143395 members 
Mstep: Class 20 contains 19093 members 
Mstep: Class 21 contains 2580 members 
Mstep: Class 22 contains 5340 members 
Mstep: Class 23 contains 28410 members 
Mstep: Class 24 contains 1654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -232949600.000000 Penalty: 155821.171875
Iteration 7F: 19 clusters Score -2.329496e+08 nChanged 61818
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 24945 members 
Mstep: Class 4 contains 21317 members 
Mstep: Class 5 contains 2522 members 
Mstep: Class 6 contains 31376 members 
Mstep: Class 9 contains 12810 members 
Mstep: Class 12 contains 88396 members 
Mstep: Class 13 contains 166623 members 
Mstep: Class 14 contains 1428 members 
Mstep: Class 15 contains 1310 members 
Mstep: Class 16 contains 766735 members 
Mstep: Class 18 contains 37081 members 
Mstep: Class 19 contains 150014 members 
Mstep: Class 20 contains 16447 members 
Mstep: Class 21 contains 2607 members 
Mstep: Class 22 contains 5504 members 
Mstep: Class 23 contains 33305 members 
Mstep: Class 24 contains 1583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -232988896.000000 Penalty: 155821.171875
Iteration 8Q: 19 clusters Score -2.329889e+08 nChanged 51137
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 25351 members 
Mstep: Class 4 contains 16687 members 
Mstep: Class 5 contains 2726 members 
Mstep: Class 6 contains 31819 members 
Mstep: Class 9 contains 14303 members 
Mstep: Class 12 contains 92997 members 
Mstep: Class 13 contains 172926 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1310 members 
Mstep: Class 16 contains 753871 members 
Mstep: Class 18 contains 33528 members 
Mstep: Class 19 contains 155078 members 
Mstep: Class 20 contains 14609 members 
Mstep: Class 21 contains 2632 members 
Mstep: Class 22 contains 5611 members 
Mstep: Class 23 contains 37324 members 
Mstep: Class 24 contains 1533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233019872.000000 Penalty: 155821.171875
Iteration 9Q: 19 clusters Score -2.330199e+08 nChanged 42777
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 25666 members 
Mstep: Class 4 contains 13923 members 
Mstep: Class 5 contains 2864 members 
Mstep: Class 6 contains 32070 members 
Mstep: Class 9 contains 15856 members 
Mstep: Class 12 contains 97353 members 
Mstep: Class 13 contains 178338 members 
Mstep: Class 14 contains 1375 members 
Mstep: Class 15 contains 1310 members 
Mstep: Class 16 contains 740367 members 
Mstep: Class 18 contains 31275 members 
Mstep: Class 19 contains 158944 members 
Mstep: Class 20 contains 13409 members 
Mstep: Class 21 contains 2662 members 
Mstep: Class 22 contains 5767 members 
Mstep: Class 23 contains 40626 members 
Mstep: Class 24 contains 1499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233042256.000000 Penalty: 155821.171875
Iteration 10Q: 19 clusters Score -2.330423e+08 nChanged 36394
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 25962 members 
Mstep: Class 4 contains 12403 members 
Mstep: Class 5 contains 2960 members 
Mstep: Class 6 contains 32185 members 
Mstep: Class 9 contains 17479 members 
Mstep: Class 12 contains 101397 members 
Mstep: Class 13 contains 183229 members 
Mstep: Class 14 contains 1361 members 
Mstep: Class 15 contains 1310 members 
Mstep: Class 16 contains 726563 members 
Mstep: Class 18 contains 30032 members 
Mstep: Class 19 contains 161902 members 
Mstep: Class 20 contains 12612 members 
Mstep: Class 21 contains 2678 members 
Mstep: Class 22 contains 5891 members 
Mstep: Class 23 contains 43431 members 
Mstep: Class 24 contains 1472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233060768.000000 Penalty: 155821.171875
Iteration 11Q: 19 clusters Score -2.330608e+08 nChanged 31284
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 26187 members 
Mstep: Class 4 contains 11731 members 
Mstep: Class 5 contains 3021 members 
Mstep: Class 6 contains 32021 members 
Mstep: Class 9 contains 19087 members 
Mstep: Class 12 contains 104931 members 
Mstep: Class 13 contains 187915 members 
Mstep: Class 14 contains 1354 members 
Mstep: Class 15 contains 1310 members 
Mstep: Class 16 contains 713134 members 
Mstep: Class 18 contains 29398 members 
Mstep: Class 19 contains 164156 members 
Mstep: Class 20 contains 12192 members 
Mstep: Class 21 contains 2688 members 
Mstep: Class 22 contains 6029 members 
Mstep: Class 23 contains 45701 members 
Mstep: Class 24 contains 1449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233074304.000000 Penalty: 155821.171875
Iteration 12Q: 19 clusters Score -2.330743e+08 nChanged 27398
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 26362 members 
Mstep: Class 4 contains 11503 members 
Mstep: Class 5 contains 3061 members 
Mstep: Class 6 contains 31734 members 
Mstep: Class 9 contains 20680 members 
Mstep: Class 12 contains 108235 members 
Mstep: Class 13 contains 192199 members 
Mstep: Class 14 contains 1352 members 
Mstep: Class 15 contains 1310 members 
Mstep: Class 16 contains 700355 members 
Mstep: Class 18 contains 29222 members 
Mstep: Class 19 contains 165847 members 
Mstep: Class 20 contains 11860 members 
Mstep: Class 21 contains 2692 members 
Mstep: Class 22 contains 6169 members 
Mstep: Class 23 contains 47720 members 
Mstep: Class 24 contains 1431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233085248.000000 Penalty: 155821.171875
Iteration 13Q: 19 clusters Score -2.330852e+08 nChanged 24560
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 26528 members 
Mstep: Class 4 contains 11476 members 
Mstep: Class 5 contains 3080 members 
Mstep: Class 6 contains 31420 members 
Mstep: Class 9 contains 22224 members 
Mstep: Class 12 contains 111134 members 
Mstep: Class 13 contains 196483 members 
Mstep: Class 14 contains 1352 members 
Mstep: Class 15 contains 1310 members 
Mstep: Class 16 contains 688080 members 
Mstep: Class 18 contains 29410 members 
Mstep: Class 19 contains 167051 members 
Mstep: Class 20 contains 11611 members 
Mstep: Class 21 contains 2694 members 
Mstep: Class 22 contains 6338 members 
Mstep: Class 23 contains 49550 members 
Mstep: Class 24 contains 1412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233093376.000000 Penalty: 155821.171875
Iteration 14Q: 19 clusters Score -2.330934e+08 nChanged 22845
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 26699 members 
Mstep: Class 4 contains 11606 members 
Mstep: Class 5 contains 3087 members 
Mstep: Class 6 contains 31081 members 
Mstep: Class 9 contains 23748 members 
Mstep: Class 12 contains 113791 members 
Mstep: Class 13 contains 200935 members 
Mstep: Class 14 contains 1351 members 
Mstep: Class 15 contains 1310 members 
Mstep: Class 16 contains 675817 members 
Mstep: Class 18 contains 29987 members 
Mstep: Class 19 contains 168054 members 
Mstep: Class 20 contains 11422 members 
Mstep: Class 21 contains 2695 members 
Mstep: Class 22 contains 6463 members 
Mstep: Class 23 contains 51172 members 
Mstep: Class 24 contains 1394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233099696.000000 Penalty: 155821.171875
Iteration 15Q: 19 clusters Score -2.330997e+08 nChanged 21523
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 26861 members 
Mstep: Class 4 contains 11698 members 
Mstep: Class 5 contains 3085 members 
Mstep: Class 6 contains 30773 members 
Mstep: Class 9 contains 25202 members 
Mstep: Class 12 contains 116367 members 
Mstep: Class 13 contains 205607 members 
Mstep: Class 14 contains 1351 members 
Mstep: Class 15 contains 1310 members 
Mstep: Class 16 contains 663729 members 
Mstep: Class 18 contains 30854 members 
Mstep: Class 19 contains 168688 members 
Mstep: Class 20 contains 11279 members 
Mstep: Class 21 contains 2696 members 
Mstep: Class 22 contains 6583 members 
Mstep: Class 23 contains 52660 members 
Mstep: Class 24 contains 1374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233106016.000000 Penalty: 155821.171875
Iteration 16Q: 19 clusters Score -2.33106e+08 nChanged 20799
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 26978 members 
Mstep: Class 4 contains 11823 members 
Mstep: Class 5 contains 3081 members 
Mstep: Class 6 contains 30478 members 
Mstep: Class 9 contains 26640 members 
Mstep: Class 12 contains 118874 members 
Mstep: Class 13 contains 210734 members 
Mstep: Class 14 contains 1351 members 
Mstep: Class 15 contains 1310 members 
Mstep: Class 16 contains 651516 members 
Mstep: Class 18 contains 32031 members 
Mstep: Class 19 contains 168956 members 
Mstep: Class 20 contains 11132 members 
Mstep: Class 21 contains 2697 members 
Mstep: Class 22 contains 6676 members 
Mstep: Class 23 contains 54008 members 
Mstep: Class 24 contains 1359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233111904.000000 Penalty: 155821.171875
Iteration 17Q: 19 clusters Score -2.331119e+08 nChanged 20425
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 27091 members 
Mstep: Class 4 contains 11987 members 
Mstep: Class 5 contains 3070 members 
Mstep: Class 6 contains 30215 members 
Mstep: Class 9 contains 28073 members 
Mstep: Class 12 contains 121442 members 
Mstep: Class 13 contains 216088 members 
Mstep: Class 14 contains 1351 members 
Mstep: Class 15 contains 1310 members 
Mstep: Class 16 contains 639208 members 
Mstep: Class 18 contains 33458 members 
Mstep: Class 19 contains 168960 members 
Mstep: Class 20 contains 11044 members 
Mstep: Class 21 contains 2697 members 
Mstep: Class 22 contains 6754 members 
Mstep: Class 23 contains 55170 members 
Mstep: Class 24 contains 1342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233117552.000000 Penalty: 155821.171875
Iteration 18Q: 19 clusters Score -2.331176e+08 nChanged 20022
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 27184 members 
Mstep: Class 4 contains 12127 members 
Mstep: Class 5 contains 3055 members 
Mstep: Class 6 contains 29995 members 
Mstep: Class 9 contains 29552 members 
Mstep: Class 12 contains 123836 members 
Mstep: Class 13 contains 221532 members 
Mstep: Class 14 contains 1351 members 
Mstep: Class 15 contains 1310 members 
Mstep: Class 16 contains 627185 members 
Mstep: Class 18 contains 35170 members 
Mstep: Class 19 contains 168590 members 
Mstep: Class 20 contains 11001 members 
Mstep: Class 21 contains 2697 members 
Mstep: Class 22 contains 6799 members 
Mstep: Class 23 contains 56251 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233123168.000000 Penalty: 155821.171875
Iteration 19Q: 19 clusters Score -2.331232e+08 nChanged 20310
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 27264 members 
Mstep: Class 4 contains 12261 members 
Mstep: Class 5 contains 3042 members 
Mstep: Class 6 contains 29807 members 
Mstep: Class 9 contains 30974 members 
Mstep: Class 12 contains 126220 members 
Mstep: Class 13 contains 227596 members 
Mstep: Class 14 contains 1351 members 
Mstep: Class 15 contains 1310 members 
Mstep: Class 16 contains 614729 members 
Mstep: Class 18 contains 37133 members 
Mstep: Class 19 contains 168001 members 
Mstep: Class 20 contains 10924 members 
Mstep: Class 21 contains 2698 members 
Mstep: Class 22 contains 6829 members 
Mstep: Class 23 contains 57257 members 
Mstep: Class 24 contains 1319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233131184.000000 Penalty: 155821.171875
Iteration 20F: 19 clusters Score -2.331312e+08 nChanged 21784
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 27365 members 
Mstep: Class 4 contains 12610 members 
Mstep: Class 5 contains 3029 members 
Mstep: Class 6 contains 29460 members 
Mstep: Class 9 contains 32373 members 
Mstep: Class 12 contains 128469 members 
Mstep: Class 13 contains 234258 members 
Mstep: Class 14 contains 1351 members 
Mstep: Class 15 contains 1310 members 
Mstep: Class 16 contains 601857 members 
Mstep: Class 18 contains 39268 members 
Mstep: Class 19 contains 166570 members 
Mstep: Class 20 contains 11420 members 
Mstep: Class 21 contains 2698 members 
Mstep: Class 22 contains 6855 members 
Mstep: Class 23 contains 58119 members 
Mstep: Class 24 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233137488.000000 Penalty: 155821.171875
Iteration 21Q: 19 clusters Score -2.331375e+08 nChanged 22818
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 27440 members 
Mstep: Class 4 contains 12833 members 
Mstep: Class 5 contains 3001 members 
Mstep: Class 6 contains 29141 members 
Mstep: Class 9 contains 33908 members 
Mstep: Class 12 contains 130443 members 
Mstep: Class 13 contains 241586 members 
Mstep: Class 14 contains 1351 members 
Mstep: Class 15 contains 1310 members 
Mstep: Class 16 contains 588466 members 
Mstep: Class 18 contains 41615 members 
Mstep: Class 19 contains 165353 members 
Mstep: Class 20 contains 11652 members 
Mstep: Class 21 contains 2698 members 
Mstep: Class 22 contains 6900 members 
Mstep: Class 23 contains 58994 members 
Mstep: Class 24 contains 1301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233143648.000000 Penalty: 155821.171875
Iteration 22Q: 19 clusters Score -2.331436e+08 nChanged 23506
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 27548 members 
Mstep: Class 4 contains 13067 members 
Mstep: Class 5 contains 2977 members 
Mstep: Class 6 contains 28858 members 
Mstep: Class 9 contains 35483 members 
Mstep: Class 12 contains 131965 members 
Mstep: Class 13 contains 249826 members 
Mstep: Class 14 contains 1351 members 
Mstep: Class 15 contains 1310 members 
Mstep: Class 16 contains 574647 members 
Mstep: Class 18 contains 44084 members 
Mstep: Class 19 contains 164149 members 
Mstep: Class 20 contains 11788 members 
Mstep: Class 21 contains 2698 members 
Mstep: Class 22 contains 6926 members 
Mstep: Class 23 contains 59742 members 
Mstep: Class 24 contains 1294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233150736.000000 Penalty: 155821.171875
Iteration 23Q: 19 clusters Score -2.331507e+08 nChanged 24749
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 27656 members 
Mstep: Class 4 contains 13279 members 
Mstep: Class 5 contains 2952 members 
Mstep: Class 6 contains 28550 members 
Mstep: Class 9 contains 37069 members 
Mstep: Class 12 contains 133134 members 
Mstep: Class 13 contains 259245 members 
Mstep: Class 14 contains 1351 members 
Mstep: Class 15 contains 1310 members 
Mstep: Class 16 contains 559916 members 
Mstep: Class 18 contains 46876 members 
Mstep: Class 19 contains 162851 members 
Mstep: Class 20 contains 11920 members 
Mstep: Class 21 contains 2698 members 
Mstep: Class 22 contains 6930 members 
Mstep: Class 23 contains 60422 members 
Mstep: Class 24 contains 1286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233157120.000000 Penalty: 155821.171875
Iteration 24Q: 19 clusters Score -2.331571e+08 nChanged 26599
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 27772 members 
Mstep: Class 4 contains 13471 members 
Mstep: Class 5 contains 2930 members 
Mstep: Class 6 contains 28219 members 
Mstep: Class 9 contains 38763 members 
Mstep: Class 12 contains 133780 members 
Mstep: Class 13 contains 270253 members 
Mstep: Class 14 contains 1351 members 
Mstep: Class 15 contains 1310 members 
Mstep: Class 16 contains 544020 members 
Mstep: Class 18 contains 49823 members 
Mstep: Class 19 contains 161571 members 
Mstep: Class 20 contains 11965 members 
Mstep: Class 21 contains 2698 members 
Mstep: Class 22 contains 6905 members 
Mstep: Class 23 contains 61066 members 
Mstep: Class 24 contains 1282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233163248.000000 Penalty: 155821.171875
Iteration 25Q: 19 clusters Score -2.331632e+08 nChanged 28460
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 27905 members 
Mstep: Class 4 contains 13661 members 
Mstep: Class 5 contains 2911 members 
Mstep: Class 6 contains 27860 members 
Mstep: Class 9 contains 40578 members 
Mstep: Class 12 contains 133855 members 
Mstep: Class 13 contains 282654 members 
Mstep: Class 14 contains 1351 members 
Mstep: Class 15 contains 1310 members 
Mstep: Class 16 contains 527070 members 
Mstep: Class 18 contains 53024 members 
Mstep: Class 19 contains 160312 members 
Mstep: Class 20 contains 11948 members 
Mstep: Class 21 contains 2698 members 
Mstep: Class 22 contains 6881 members 
Mstep: Class 23 contains 61633 members 
Mstep: Class 24 contains 1277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233171776.000000 Penalty: 155821.171875
Iteration 26Q: 19 clusters Score -2.331718e+08 nChanged 30258
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 28058 members 
Mstep: Class 4 contains 13790 members 
Mstep: Class 5 contains 2878 members 
Mstep: Class 6 contains 27504 members 
Mstep: Class 9 contains 42553 members 
Mstep: Class 12 contains 133052 members 
Mstep: Class 13 contains 296549 members 
Mstep: Class 14 contains 1351 members 
Mstep: Class 15 contains 1310 members 
Mstep: Class 16 contains 509508 members 
Mstep: Class 18 contains 56452 members 
Mstep: Class 19 contains 158995 members 
Mstep: Class 20 contains 11876 members 
Mstep: Class 21 contains 2698 members 
Mstep: Class 22 contains 6843 members 
Mstep: Class 23 contains 62003 members 
Mstep: Class 24 contains 1272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233184640.000000 Penalty: 155821.171875
Iteration 27Q: 19 clusters Score -2.331846e+08 nChanged 31538
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 28182 members 
Mstep: Class 4 contains 13845 members 
Mstep: Class 5 contains 2843 members 
Mstep: Class 6 contains 27072 members 
Mstep: Class 9 contains 44646 members 
Mstep: Class 12 contains 131064 members 
Mstep: Class 13 contains 311663 members 
Mstep: Class 14 contains 1352 members 
Mstep: Class 15 contains 1310 members 
Mstep: Class 16 contains 492655 members 
Mstep: Class 18 contains 59755 members 
Mstep: Class 19 contains 157417 members 
Mstep: Class 20 contains 11731 members 
Mstep: Class 21 contains 2697 members 
Mstep: Class 22 contains 6802 members 
Mstep: Class 23 contains 62200 members 
Mstep: Class 24 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233196352.000000 Penalty: 155821.171875
Iteration 28Q: 19 clusters Score -2.331964e+08 nChanged 32725
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 28228 members 
Mstep: Class 4 contains 13879 members 
Mstep: Class 5 contains 2809 members 
Mstep: Class 6 contains 26659 members 
Mstep: Class 9 contains 46910 members 
Mstep: Class 12 contains 127980 members 
Mstep: Class 13 contains 328320 members 
Mstep: Class 14 contains 1352 members 
Mstep: Class 15 contains 1310 members 
Mstep: Class 16 contains 475810 members 
Mstep: Class 18 contains 63017 members 
Mstep: Class 19 contains 155626 members 
Mstep: Class 20 contains 11593 members 
Mstep: Class 21 contains 2697 members 
Mstep: Class 22 contains 6748 members 
Mstep: Class 23 contains 62105 members 
Mstep: Class 24 contains 1258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233209184.000000 Penalty: 155821.171875
Iteration 29Q: 19 clusters Score -2.332092e+08 nChanged 33565
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 28220 members 
Mstep: Class 4 contains 13913 members 
Mstep: Class 5 contains 2773 members 
Mstep: Class 6 contains 26233 members 
Mstep: Class 9 contains 49334 members 
Mstep: Class 12 contains 123556 members 
Mstep: Class 13 contains 346056 members 
Mstep: Class 14 contains 1352 members 
Mstep: Class 15 contains 1310 members 
Mstep: Class 16 contains 459759 members 
Mstep: Class 18 contains 66138 members 
Mstep: Class 19 contains 153550 members 
Mstep: Class 20 contains 11421 members 
Mstep: Class 21 contains 2697 members 
Mstep: Class 22 contains 6666 members 
Mstep: Class 23 contains 61880 members 
Mstep: Class 24 contains 1245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233221840.000000 Penalty: 155821.171875
Iteration 30Q: 19 clusters Score -2.332218e+08 nChanged 34244
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 28177 members 
Mstep: Class 4 contains 13935 members 
Mstep: Class 5 contains 2734 members 
Mstep: Class 6 contains 25871 members 
Mstep: Class 9 contains 51940 members 
Mstep: Class 12 contains 118187 members 
Mstep: Class 13 contains 364678 members 
Mstep: Class 14 contains 1352 members 
Mstep: Class 15 contains 1310 members 
Mstep: Class 16 contains 444505 members 
Mstep: Class 18 contains 68852 members 
Mstep: Class 19 contains 151217 members 
Mstep: Class 20 contains 11274 members 
Mstep: Class 21 contains 2697 members 
Mstep: Class 22 contains 6539 members 
Mstep: Class 23 contains 61495 members 
Mstep: Class 24 contains 1229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233231392.000000 Penalty: 155821.171875
Iteration 31Q: 19 clusters Score -2.332314e+08 nChanged 34743
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 28090 members 
Mstep: Class 4 contains 13918 members 
Mstep: Class 5 contains 2698 members 
Mstep: Class 6 contains 25494 members 
Mstep: Class 9 contains 54650 members 
Mstep: Class 12 contains 111791 members 
Mstep: Class 13 contains 383757 members 
Mstep: Class 14 contains 1352 members 
Mstep: Class 15 contains 1310 members 
Mstep: Class 16 contains 430644 members 
Mstep: Class 18 contains 71128 members 
Mstep: Class 19 contains 148573 members 
Mstep: Class 20 contains 11081 members 
Mstep: Class 21 contains 2697 members 
Mstep: Class 22 contains 6430 members 
Mstep: Class 23 contains 61029 members 
Mstep: Class 24 contains 1205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233240928.000000 Penalty: 155821.171875
Iteration 32Q: 19 clusters Score -2.332409e+08 nChanged 34351
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 27939 members 
Mstep: Class 4 contains 13881 members 
Mstep: Class 5 contains 2659 members 
Mstep: Class 6 contains 25092 members 
Mstep: Class 9 contains 57464 members 
Mstep: Class 12 contains 104649 members 
Mstep: Class 13 contains 402612 members 
Mstep: Class 14 contains 1352 members 
Mstep: Class 15 contains 1310 members 
Mstep: Class 16 contains 418661 members 
Mstep: Class 18 contains 72853 members 
Mstep: Class 19 contains 145698 members 
Mstep: Class 20 contains 10887 members 
Mstep: Class 21 contains 2697 members 
Mstep: Class 22 contains 6289 members 
Mstep: Class 23 contains 60452 members 
Mstep: Class 24 contains 1184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233249232.000000 Penalty: 155821.171875
Iteration 33Q: 19 clusters Score -2.332492e+08 nChanged 34127
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 27707 members 
Mstep: Class 4 contains 13932 members 
Mstep: Class 5 contains 2618 members 
Mstep: Class 6 contains 24675 members 
Mstep: Class 9 contains 60247 members 
Mstep: Class 12 contains 97073 members 
Mstep: Class 13 contains 421446 members 
Mstep: Class 14 contains 1352 members 
Mstep: Class 15 contains 1310 members 
Mstep: Class 16 contains 408027 members 
Mstep: Class 18 contains 74103 members 
Mstep: Class 19 contains 142511 members 
Mstep: Class 20 contains 10665 members 
Mstep: Class 21 contains 2697 members 
Mstep: Class 22 contains 6140 members 
Mstep: Class 23 contains 59754 members 
Mstep: Class 24 contains 1157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233259664.000000 Penalty: 155821.171875
Iteration 34Q: 19 clusters Score -2.332597e+08 nChanged 33916
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 27455 members 
Mstep: Class 4 contains 14062 members 
Mstep: Class 5 contains 2576 members 
Mstep: Class 6 contains 24251 members 
Mstep: Class 9 contains 63105 members 
Mstep: Class 12 contains 89950 members 
Mstep: Class 13 contains 440412 members 
Mstep: Class 14 contains 1352 members 
Mstep: Class 15 contains 1310 members 
Mstep: Class 16 contains 397271 members 
Mstep: Class 18 contains 74693 members 
Mstep: Class 19 contains 139463 members 
Mstep: Class 20 contains 10449 members 
Mstep: Class 21 contains 2697 members 
Mstep: Class 22 contains 5984 members 
Mstep: Class 23 contains 59029 members 
Mstep: Class 24 contains 1125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233268432.000000 Penalty: 155821.171875
Iteration 35Q: 19 clusters Score -2.332684e+08 nChanged 33857
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 27188 members 
Mstep: Class 4 contains 14250 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 23839 members 
Mstep: Class 9 contains 65960 members 
Mstep: Class 12 contains 83926 members 
Mstep: Class 13 contains 459939 members 
Mstep: Class 14 contains 1352 members 
Mstep: Class 15 contains 1310 members 
Mstep: Class 16 contains 385220 members 
Mstep: Class 18 contains 74723 members 
Mstep: Class 19 contains 136423 members 
Mstep: Class 20 contains 10259 members 
Mstep: Class 21 contains 2696 members 
Mstep: Class 22 contains 5867 members 
Mstep: Class 23 contains 58302 members 
Mstep: Class 24 contains 1083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233273872.000000 Penalty: 155821.171875
Iteration 36Q: 19 clusters Score -2.332739e+08 nChanged 33700
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 26961 members 
Mstep: Class 4 contains 14441 members 
Mstep: Class 5 contains 2511 members 
Mstep: Class 6 contains 23391 members 
Mstep: Class 9 contains 68820 members 
Mstep: Class 12 contains 78583 members 
Mstep: Class 13 contains 479848 members 
Mstep: Class 14 contains 1352 members 
Mstep: Class 15 contains 1310 members 
Mstep: Class 16 contains 372172 members 
Mstep: Class 18 contains 74489 members 
Mstep: Class 19 contains 133346 members 
Mstep: Class 20 contains 10083 members 
Mstep: Class 21 contains 2696 members 
Mstep: Class 22 contains 5755 members 
Mstep: Class 23 contains 57657 members 
Mstep: Class 24 contains 1033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233278096.000000 Penalty: 155821.171875
Iteration 37Q: 19 clusters Score -2.332781e+08 nChanged 34053
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 26796 members 
Mstep: Class 4 contains 14636 members 
Mstep: Class 5 contains 2479 members 
Mstep: Class 6 contains 22947 members 
Mstep: Class 9 contains 71803 members 
Mstep: Class 12 contains 74323 members 
Mstep: Class 13 contains 499813 members 
Mstep: Class 14 contains 1352 members 
Mstep: Class 15 contains 1310 members 
Mstep: Class 16 contains 357671 members 
Mstep: Class 18 contains 74234 members 
Mstep: Class 19 contains 130270 members 
Mstep: Class 20 contains 9899 members 
Mstep: Class 21 contains 2698 members 
Mstep: Class 22 contains 5656 members 
Mstep: Class 23 contains 57130 members 
Mstep: Class 24 contains 980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233281424.000000 Penalty: 155821.171875
Iteration 38Q: 19 clusters Score -2.332814e+08 nChanged 33989
Entering ConstructFrom: 
Score: -233281424.000000 Penalty: 155821.171875
Entering ConstructFrom: 
Trying to split cluster 1 (20739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Entering Unmasked Estep 
Score: -3569549.500000 Penalty: 6088.110352
	Iteration 0F: 2 clusters Score -3569550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -3552509.750000 Penalty: 12176.220703
	Iteration 0F: 3 clusters Score -3552510 nChanged 8439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -3556990.500000 Penalty: 12176.220703
	Iteration 1F: 3 clusters Score -3556990 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -3557551.000000 Penalty: 12176.220703
	Iteration 2F: 3 clusters Score -3557551 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -3557943.250000 Penalty: 12176.220703
	Iteration 3Q: 3 clusters Score -3557943 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -3558200.000000 Penalty: 12176.220703
	Iteration 4Q: 3 clusters Score -3558200 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -3558378.000000 Penalty: 12176.220703
	Iteration 5Q: 3 clusters Score -3558378 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -3558530.250000 Penalty: 12176.220703
	Iteration 6Q: 3 clusters Score -3558530 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -3558635.250000 Penalty: 12176.220703
	Iteration 7Q: 3 clusters Score -3558635 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -3558728.500000 Penalty: 12176.220703
	Iteration 8Q: 3 clusters Score -3558728 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -3558805.500000 Penalty: 12176.220703
	Iteration 9Q: 3 clusters Score -3558806 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -3558871.500000 Penalty: 12176.220703
	Iteration 10Q: 3 clusters Score -3558872 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -3558941.250000 Penalty: 12176.220703
	Iteration 11Q: 3 clusters Score -3558941 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -3558994.000000 Penalty: 12176.220703
	Iteration 12Q: 3 clusters Score -3558994 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -3559024.250000 Penalty: 12176.220703
	Iteration 13Q: 3 clusters Score -3559024 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -3559068.000000 Penalty: 12176.220703
	Iteration 14Q: 3 clusters Score -3559068 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -3559110.000000 Penalty: 12176.220703
	Iteration 15Q: 3 clusters Score -3559110 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -3559136.000000 Penalty: 12176.220703
	Iteration 16Q: 3 clusters Score -3559136 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -3559165.750000 Penalty: 12176.220703
	Iteration 17Q: 3 clusters Score -3559166 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -3559206.250000 Penalty: 12176.220703
	Iteration 18Q: 3 clusters Score -3559206 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -3559231.750000 Penalty: 12176.220703
	Iteration 19Q: 3 clusters Score -3559232 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -3559254.000000 Penalty: 12176.220703
	Iteration 20F: 3 clusters Score -3559254 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -3559297.750000 Penalty: 12176.220703
	Iteration 21Q: 3 clusters Score -3559298 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -3559343.000000 Penalty: 12176.220703
	Iteration 22Q: 3 clusters Score -3559343 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -3559392.000000 Penalty: 12176.220703
	Iteration 23Q: 3 clusters Score -3559392 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -3559439.500000 Penalty: 12176.220703
	Iteration 24Q: 3 clusters Score -3559440 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -3559482.000000 Penalty: 12176.220703
	Iteration 25Q: 3 clusters Score -3559482 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -3559523.000000 Penalty: 12176.220703
	Iteration 26Q: 3 clusters Score -3559523 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -3559602.250000 Penalty: 12176.220703
	Iteration 27Q: 3 clusters Score -3559602 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -3559686.000000 Penalty: 12176.220703
	Iteration 28Q: 3 clusters Score -3559686 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -3559756.750000 Penalty: 12176.220703
	Iteration 29Q: 3 clusters Score -3559757 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -3559845.000000 Penalty: 12176.220703
	Iteration 30Q: 3 clusters Score -3559845 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -3559944.250000 Penalty: 12176.220703
	Iteration 31Q: 3 clusters Score -3559944 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -3560057.250000 Penalty: 12176.220703
	Iteration 32Q: 3 clusters Score -3560057 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -3560200.750000 Penalty: 12176.220703
	Iteration 33Q: 3 clusters Score -3560201 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -3560351.000000 Penalty: 12176.220703
	Iteration 34Q: 3 clusters Score -3560351 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -3560540.750000 Penalty: 12176.220703
	Iteration 35Q: 3 clusters Score -3560541 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -3560740.000000 Penalty: 12176.220703
	Iteration 36Q: 3 clusters Score -3560740 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -3560991.250000 Penalty: 12176.220703
	Iteration 37Q: 3 clusters Score -3560991 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -3561274.500000 Penalty: 12176.220703
	Iteration 38Q: 3 clusters Score -3561274 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -3561598.000000 Penalty: 12176.220703
	Iteration 39Q: 3 clusters Score -3561598 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -3561958.250000 Penalty: 12176.220703
	Iteration 40F: 3 clusters Score -3561958 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -3562356.500000 Penalty: 12176.220703
	Iteration 41Q: 3 clusters Score -3562356 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -3562692.000000 Penalty: 12176.220703
	Iteration 42Q: 3 clusters Score -3562692 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -3562999.750000 Penalty: 12176.220703
	Iteration 43Q: 3 clusters Score -3563000 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -3563282.000000 Penalty: 12176.220703
	Iteration 44Q: 3 clusters Score -3563282 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -3563484.250000 Penalty: 12176.220703
	Iteration 45Q: 3 clusters Score -3563484 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -3563630.000000 Penalty: 12176.220703
	Iteration 46Q: 3 clusters Score -3563630 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -3563735.500000 Penalty: 12176.220703
	Iteration 47Q: 3 clusters Score -3563736 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -3563813.750000 Penalty: 12176.220703
	Iteration 48Q: 3 clusters Score -3563814 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3563880.000000 Penalty: 12176.220703
	Iteration 49Q: 3 clusters Score -3563880 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -3563945.000000 Penalty: 12176.220703
	Iteration 50Q: 3 clusters Score -3563945 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -3563985.750000 Penalty: 12176.220703
	Iteration 51Q: 3 clusters Score -3563986 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3564020.250000 Penalty: 12176.220703
	Iteration 52Q: 3 clusters Score -3564020 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -3564045.750000 Penalty: 12176.220703
	Iteration 53Q: 3 clusters Score -3564046 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -3564074.500000 Penalty: 12176.220703
	Iteration 54Q: 3 clusters Score -3564074 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -3564098.750000 Penalty: 12176.220703
	Iteration 55Q: 3 clusters Score -3564099 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -3564134.000000 Penalty: 12176.220703
	Iteration 56Q: 3 clusters Score -3564134 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3564143.500000 Penalty: 12176.220703
	Iteration 57Q: 3 clusters Score -3564144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3564163.000000 Penalty: 12176.220703
	Iteration 58Q: 3 clusters Score -3564163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -3564173.750000 Penalty: 12176.220703
	Iteration 59Q: 3 clusters Score -3564174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -3564185.750000 Penalty: 12176.220703
	Iteration 60F: 3 clusters Score -3564186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -3564190.750000 Penalty: 12176.220703
	Iteration 61Q: 3 clusters Score -3564191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -3564191.750000 Penalty: 12176.220703
	Iteration 62Q: 3 clusters Score -3564192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3564193.250000 Penalty: 12176.220703
	Iteration 63Q: 3 clusters Score -3564193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -3564199.000000 Penalty: 12176.220703
	Iteration 64Q: 3 clusters Score -3564199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -3564190.000000 Penalty: 12176.220703
	Iteration 65Q: 3 clusters Score -3564190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3564194.000000 Penalty: 12176.220703
	Iteration 66Q: 3 clusters Score -3564194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3564194.000000 Penalty: 12176.220703
	Iteration 67F: 3 clusters Score -3564194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (26670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26670 members 
Entering Unmasked Estep 
Score: -4646530.500000 Penalty: 6242.167969
	Iteration 0F: 2 clusters Score -4646530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -4625823.000000 Penalty: 12484.335938
	Iteration 0F: 3 clusters Score -4625823 nChanged 11159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -4631633.500000 Penalty: 12484.335938
	Iteration 1F: 3 clusters Score -4631634 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -4632266.500000 Penalty: 12484.335938
	Iteration 2F: 3 clusters Score -4632266 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -4632720.500000 Penalty: 12484.335938
	Iteration 3Q: 3 clusters Score -4632720 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -4633068.500000 Penalty: 12484.335938
	Iteration 4Q: 3 clusters Score -4633068 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -4633329.500000 Penalty: 12484.335938
	Iteration 5Q: 3 clusters Score -4633330 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -4633603.000000 Penalty: 12484.335938
	Iteration 6Q: 3 clusters Score -4633603 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -4633892.500000 Penalty: 12484.335938
	Iteration 7Q: 3 clusters Score -4633892 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -4634271.500000 Penalty: 12484.335938
	Iteration 8Q: 3 clusters Score -4634272 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -4634681.000000 Penalty: 12484.335938
	Iteration 9Q: 3 clusters Score -4634681 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -4635208.500000 Penalty: 12484.335938
	Iteration 10Q: 3 clusters Score -4635208 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -4635872.000000 Penalty: 12484.335938
	Iteration 11Q: 3 clusters Score -4635872 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -4636611.500000 Penalty: 12484.335938
	Iteration 12Q: 3 clusters Score -4636612 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -4637374.000000 Penalty: 12484.335938
	Iteration 13Q: 3 clusters Score -4637374 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -4638145.500000 Penalty: 12484.335938
	Iteration 14Q: 3 clusters Score -4638146 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -4638834.500000 Penalty: 12484.335938
	Iteration 15Q: 3 clusters Score -4638834 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24195 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -4639387.500000 Penalty: 12484.335938
	Iteration 16Q: 3 clusters Score -4639388 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -4639869.000000 Penalty: 12484.335938
	Iteration 17Q: 3 clusters Score -4639869 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25105 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -4640229.000000 Penalty: 12484.335938
	Iteration 18Q: 3 clusters Score -4640229 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -4640451.000000 Penalty: 12484.335938
	Iteration 19Q: 3 clusters Score -4640451 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25521 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -4640627.500000 Penalty: 12484.335938
	Iteration 20F: 3 clusters Score -4640628 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -4640727.500000 Penalty: 12484.335938
	Iteration 21Q: 3 clusters Score -4640728 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -4640800.500000 Penalty: 12484.335938
	Iteration 22Q: 3 clusters Score -4640800 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25761 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -4640862.000000 Penalty: 12484.335938
	Iteration 23Q: 3 clusters Score -4640862 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -4640910.000000 Penalty: 12484.335938
	Iteration 24Q: 3 clusters Score -4640910 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -4640939.500000 Penalty: 12484.335938
	Iteration 25Q: 3 clusters Score -4640940 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25836 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -4640964.500000 Penalty: 12484.335938
	Iteration 26Q: 3 clusters Score -4640964 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25846 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -4640973.500000 Penalty: 12484.335938
	Iteration 27Q: 3 clusters Score -4640974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25853 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -4640982.500000 Penalty: 12484.335938
	Iteration 28Q: 3 clusters Score -4640982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -4640995.000000 Penalty: 12484.335938
	Iteration 29Q: 3 clusters Score -4640995 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -4640995.000000 Penalty: 12484.335938
	Iteration 30Q: 3 clusters Score -4640995 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25883 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -4641010.000000 Penalty: 12484.335938
	Iteration 31Q: 3 clusters Score -4641010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25895 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4641018.500000 Penalty: 12484.335938
	Iteration 32Q: 3 clusters Score -4641018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25903 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -4641037.000000 Penalty: 12484.335938
	Iteration 33Q: 3 clusters Score -4641037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25910 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -4641040.500000 Penalty: 12484.335938
	Iteration 34Q: 3 clusters Score -4641040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25912 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -4641047.500000 Penalty: 12484.335938
	Iteration 35Q: 3 clusters Score -4641048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25916 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -4641053.000000 Penalty: 12484.335938
	Iteration 36Q: 3 clusters Score -4641053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -4641063.500000 Penalty: 12484.335938
	Iteration 37Q: 3 clusters Score -4641064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -4641074.000000 Penalty: 12484.335938
	Iteration 38Q: 3 clusters Score -4641074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25936 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -4641077.500000 Penalty: 12484.335938
	Iteration 39Q: 3 clusters Score -4641078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25941 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -4641085.000000 Penalty: 12484.335938
	Iteration 40F: 3 clusters Score -4641085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -4641087.000000 Penalty: 12484.335938
	Iteration 41Q: 3 clusters Score -4641087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25948 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -4641085.000000 Penalty: 12484.335938
	Iteration 42Q: 3 clusters Score -4641085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -4641094.500000 Penalty: 12484.335938
	Iteration 43Q: 3 clusters Score -4641094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -4641094.500000 Penalty: 12484.335938
	Iteration 44Q: 3 clusters Score -4641094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25956 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -4641094.000000 Penalty: 12484.335938
	Iteration 45Q: 3 clusters Score -4641094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -4641099.500000 Penalty: 12484.335938
	Iteration 46Q: 3 clusters Score -4641100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -4641098.500000 Penalty: 12484.335938
	Iteration 47Q: 3 clusters Score -4641098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -4641108.000000 Penalty: 12484.335938
	Iteration 48Q: 3 clusters Score -4641108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -4641108.000000 Penalty: 12484.335938
	Iteration 49F: 3 clusters Score -4641108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Entering Unmasked Estep 
Score: -2469483.500000 Penalty: 5883.318848
	Iteration 0F: 2 clusters Score -2469484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -2456211.750000 Penalty: 11766.637695
	Iteration 0F: 3 clusters Score -2456212 nChanged 5768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -2459320.000000 Penalty: 11766.637695
	Iteration 1F: 3 clusters Score -2459320 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -2459876.000000 Penalty: 11766.637695
	Iteration 2F: 3 clusters Score -2459876 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -2460240.000000 Penalty: 11766.637695
	Iteration 3F: 3 clusters Score -2460240 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -2460493.500000 Penalty: 11766.637695
	Iteration 4Q: 3 clusters Score -2460494 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -2460650.250000 Penalty: 11766.637695
	Iteration 5Q: 3 clusters Score -2460650 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -2460759.250000 Penalty: 11766.637695
	Iteration 6Q: 3 clusters Score -2460759 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -2460845.000000 Penalty: 11766.637695
	Iteration 7Q: 3 clusters Score -2460845 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -2460916.750000 Penalty: 11766.637695
	Iteration 8Q: 3 clusters Score -2460917 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -2460978.000000 Penalty: 11766.637695
	Iteration 9Q: 3 clusters Score -2460978 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -2461020.000000 Penalty: 11766.637695
	Iteration 10Q: 3 clusters Score -2461020 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -2461064.750000 Penalty: 11766.637695
	Iteration 11Q: 3 clusters Score -2461065 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -2461099.750000 Penalty: 11766.637695
	Iteration 12Q: 3 clusters Score -2461100 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -2461133.250000 Penalty: 11766.637695
	Iteration 13Q: 3 clusters Score -2461133 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -2461162.000000 Penalty: 11766.637695
	Iteration 14Q: 3 clusters Score -2461162 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -2461198.250000 Penalty: 11766.637695
	Iteration 15Q: 3 clusters Score -2461198 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -2461224.250000 Penalty: 11766.637695
	Iteration 16Q: 3 clusters Score -2461224 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -2461225.750000 Penalty: 11766.637695
	Iteration 17Q: 3 clusters Score -2461226 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -2461242.000000 Penalty: 11766.637695
	Iteration 18Q: 3 clusters Score -2461242 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -2461252.500000 Penalty: 11766.637695
	Iteration 19Q: 3 clusters Score -2461252 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -2461259.750000 Penalty: 11766.637695
	Iteration 20F: 3 clusters Score -2461260 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -2461273.500000 Penalty: 11766.637695
	Iteration 21Q: 3 clusters Score -2461274 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -2461295.500000 Penalty: 11766.637695
	Iteration 22Q: 3 clusters Score -2461296 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -2461306.500000 Penalty: 11766.637695
	Iteration 23Q: 3 clusters Score -2461306 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -2461316.250000 Penalty: 11766.637695
	Iteration 24Q: 3 clusters Score -2461316 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -2461328.000000 Penalty: 11766.637695
	Iteration 25Q: 3 clusters Score -2461328 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -2461337.750000 Penalty: 11766.637695
	Iteration 26Q: 3 clusters Score -2461338 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -2461344.000000 Penalty: 11766.637695
	Iteration 27Q: 3 clusters Score -2461344 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -2461352.250000 Penalty: 11766.637695
	Iteration 28Q: 3 clusters Score -2461352 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -2461358.250000 Penalty: 11766.637695
	Iteration 29Q: 3 clusters Score -2461358 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -2461372.000000 Penalty: 11766.637695
	Iteration 30Q: 3 clusters Score -2461372 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -2461375.000000 Penalty: 11766.637695
	Iteration 31Q: 3 clusters Score -2461375 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -2461383.000000 Penalty: 11766.637695
	Iteration 32Q: 3 clusters Score -2461383 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -2461386.250000 Penalty: 11766.637695
	Iteration 33Q: 3 clusters Score -2461386 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -2461393.250000 Penalty: 11766.637695
	Iteration 34Q: 3 clusters Score -2461393 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -2461394.750000 Penalty: 11766.637695
	Iteration 35Q: 3 clusters Score -2461395 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -2461397.750000 Penalty: 11766.637695
	Iteration 36Q: 3 clusters Score -2461398 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -2461406.250000 Penalty: 11766.637695
	Iteration 37Q: 3 clusters Score -2461406 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -2461409.000000 Penalty: 11766.637695
	Iteration 38Q: 3 clusters Score -2461409 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -2461419.500000 Penalty: 11766.637695
	Iteration 39Q: 3 clusters Score -2461420 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -2461428.000000 Penalty: 11766.637695
	Iteration 40F: 3 clusters Score -2461428 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -2461427.250000 Penalty: 11766.637695
	Iteration 41Q: 3 clusters Score -2461427 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -2461433.750000 Penalty: 11766.637695
	Iteration 42Q: 3 clusters Score -2461434 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -2461449.000000 Penalty: 11766.637695
	Iteration 43Q: 3 clusters Score -2461449 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -2461447.250000 Penalty: 11766.637695
	Iteration 44Q: 3 clusters Score -2461447 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -2461458.500000 Penalty: 11766.637695
	Iteration 45Q: 3 clusters Score -2461458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -2461457.750000 Penalty: 11766.637695
	Iteration 46Q: 3 clusters Score -2461458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -2461457.500000 Penalty: 11766.637695
	Iteration 47Q: 3 clusters Score -2461458 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -2461462.000000 Penalty: 11766.637695
	Iteration 48Q: 3 clusters Score -2461462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -2461472.250000 Penalty: 11766.637695
	Iteration 49Q: 3 clusters Score -2461472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -2461471.000000 Penalty: 11766.637695
	Iteration 50Q: 3 clusters Score -2461471 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -2461471.000000 Penalty: 11766.637695
	Iteration 51Q: 3 clusters Score -2461471 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -2461471.000000 Penalty: 11766.637695
	Iteration 52Q: 3 clusters Score -2461471 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -2461475.000000 Penalty: 11766.637695
	Iteration 53Q: 3 clusters Score -2461475 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -2461475.750000 Penalty: 11766.637695
	Iteration 54Q: 3 clusters Score -2461476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -2461483.750000 Penalty: 11766.637695
	Iteration 55Q: 3 clusters Score -2461484 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -2461479.000000 Penalty: 11766.637695
	Iteration 56Q: 3 clusters Score -2461479 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -2461482.000000 Penalty: 11766.637695
	Iteration 57Q: 3 clusters Score -2461482 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -2461487.000000 Penalty: 11766.637695
	Iteration 58Q: 3 clusters Score -2461487 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -2461490.750000 Penalty: 11766.637695
	Iteration 59Q: 3 clusters Score -2461491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -2461492.250000 Penalty: 11766.637695
	Iteration 60F: 3 clusters Score -2461492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -2461489.250000 Penalty: 11766.637695
	Iteration 61Q: 3 clusters Score -2461489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -2461492.750000 Penalty: 11766.637695
	Iteration 62Q: 3 clusters Score -2461493 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -2461496.500000 Penalty: 11766.637695
	Iteration 63Q: 3 clusters Score -2461496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -2461494.750000 Penalty: 11766.637695
	Iteration 64Q: 3 clusters Score -2461495 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -2461501.000000 Penalty: 11766.637695
	Iteration 65Q: 3 clusters Score -2461501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -2461505.750000 Penalty: 11766.637695
	Iteration 66Q: 3 clusters Score -2461506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -2461503.500000 Penalty: 11766.637695
	Iteration 67Q: 3 clusters Score -2461504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -2461507.250000 Penalty: 11766.637695
	Iteration 68Q: 3 clusters Score -2461507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -2461501.500000 Penalty: 11766.637695
	Iteration 69Q: 3 clusters Score -2461502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -2461504.500000 Penalty: 11766.637695
	Iteration 70Q: 3 clusters Score -2461504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -2461510.250000 Penalty: 11766.637695
	Iteration 71Q: 3 clusters Score -2461510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -2461507.750000 Penalty: 11766.637695
	Iteration 72Q: 3 clusters Score -2461508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -2461506.000000 Penalty: 11766.637695
	Iteration 73Q: 3 clusters Score -2461506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -2461506.000000 Penalty: 11766.637695
	Iteration 74F: 3 clusters Score -2461506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Entering Unmasked Estep 
Score: -364274.750000 Penalty: 4779.604004
	Iteration 0F: 2 clusters Score -364274.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -359146.125000 Penalty: 9559.208008
	Iteration 0F: 3 clusters Score -359146.1 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -360667.531250 Penalty: 9559.208008
	Iteration 1F: 3 clusters Score -360667.5 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -362115.406250 Penalty: 9559.208008
	Iteration 2F: 3 clusters Score -362115.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -363415.187500 Penalty: 9559.208008
	Iteration 3F: 3 clusters Score -363415.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -364022.156250 Penalty: 9559.208008
	Iteration 4F: 3 clusters Score -364022.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -364237.625000 Penalty: 9559.208008
	Iteration 5Q: 3 clusters Score -364237.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -364295.906250 Penalty: 9559.208008
	Iteration 6Q: 3 clusters Score -364295.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -364311.937500 Penalty: 9559.208008
	Iteration 7Q: 3 clusters Score -364311.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -364322.625000 Penalty: 9559.208008
	Iteration 8Q: 3 clusters Score -364322.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -364328.468750 Penalty: 9559.208008
	Iteration 9Q: 3 clusters Score -364328.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -364333.437500 Penalty: 9559.208008
	Iteration 10Q: 3 clusters Score -364333.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -364335.031250 Penalty: 9559.208008
	Iteration 11Q: 3 clusters Score -364335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -364335.718750 Penalty: 9559.208008
	Iteration 12Q: 3 clusters Score -364335.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -364337.812500 Penalty: 9559.208008
	Iteration 13Q: 3 clusters Score -364337.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -364337.812500 Penalty: 9559.208008
	Iteration 14F: 3 clusters Score -364337.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 26670 members 
Mstep: Class 3 contains 598 members 
Mstep: Class 4 contains 14845 members 
Mstep: Class 5 contains 1851 members 
Mstep: Class 6 contains 22558 members 
Mstep: Class 9 contains 74751 members 
Mstep: Class 12 contains 70971 members 
Mstep: Class 13 contains 519421 members 
Mstep: Class 14 contains 1352 members 
Mstep: Class 15 contains 1310 members 
Mstep: Class 16 contains 342568 members 
Mstep: Class 18 contains 73753 members 
Mstep: Class 19 contains 127225 members 
Mstep: Class 20 contains 9746 members 
Mstep: Class 21 contains 2699 members 
Mstep: Class 22 contains 5548 members 
Mstep: Class 23 contains 56699 members 
Mstep: Class 24 contains 952 members 
Entering Unmasked Estep 
Score: -233272176.000000 Penalty: 164477.890625
Splitting cluster 5 changes total score from -233281424.000000 to -233272176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (22558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Entering Unmasked Estep 
Score: -3732809.000000 Penalty: 6139.604980
	Iteration 0F: 2 clusters Score -3732809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -3714901.750000 Penalty: 12279.209961
	Iteration 0F: 3 clusters Score -3714902 nChanged 9197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -3719713.500000 Penalty: 12279.209961
	Iteration 1F: 3 clusters Score -3719714 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -3720464.000000 Penalty: 12279.209961
	Iteration 2F: 3 clusters Score -3720464 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -3721101.250000 Penalty: 12279.209961
	Iteration 3F: 3 clusters Score -3721101 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -3721752.000000 Penalty: 12279.209961
	Iteration 4Q: 3 clusters Score -3721752 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -3722438.250000 Penalty: 12279.209961
	Iteration 5Q: 3 clusters Score -3722438 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -3723050.000000 Penalty: 12279.209961
	Iteration 6Q: 3 clusters Score -3723050 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -3723600.250000 Penalty: 12279.209961
	Iteration 7Q: 3 clusters Score -3723600 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -3724052.750000 Penalty: 12279.209961
	Iteration 8Q: 3 clusters Score -3724053 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -3724408.000000 Penalty: 12279.209961
	Iteration 9Q: 3 clusters Score -3724408 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -3724725.250000 Penalty: 12279.209961
	Iteration 10Q: 3 clusters Score -3724725 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -3725031.250000 Penalty: 12279.209961
	Iteration 11Q: 3 clusters Score -3725031 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -3725354.500000 Penalty: 12279.209961
	Iteration 12Q: 3 clusters Score -3725354 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -3725602.500000 Penalty: 12279.209961
	Iteration 13Q: 3 clusters Score -3725602 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -3725817.250000 Penalty: 12279.209961
	Iteration 14Q: 3 clusters Score -3725817 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -3725988.250000 Penalty: 12279.209961
	Iteration 15Q: 3 clusters Score -3725988 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -3726115.750000 Penalty: 12279.209961
	Iteration 16Q: 3 clusters Score -3726116 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -3726227.250000 Penalty: 12279.209961
	Iteration 17Q: 3 clusters Score -3726227 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -3726323.000000 Penalty: 12279.209961
	Iteration 18Q: 3 clusters Score -3726323 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -3726444.750000 Penalty: 12279.209961
	Iteration 19Q: 3 clusters Score -3726445 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -3726564.250000 Penalty: 12279.209961
	Iteration 20F: 3 clusters Score -3726564 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -3726695.500000 Penalty: 12279.209961
	Iteration 21Q: 3 clusters Score -3726696 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -3726845.750000 Penalty: 12279.209961
	Iteration 22Q: 3 clusters Score -3726846 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -3726983.500000 Penalty: 12279.209961
	Iteration 23Q: 3 clusters Score -3726984 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -3727142.500000 Penalty: 12279.209961
	Iteration 24Q: 3 clusters Score -3727142 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -3727278.000000 Penalty: 12279.209961
	Iteration 25Q: 3 clusters Score -3727278 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -3727456.250000 Penalty: 12279.209961
	Iteration 26Q: 3 clusters Score -3727456 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -3727670.000000 Penalty: 12279.209961
	Iteration 27Q: 3 clusters Score -3727670 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -3727907.750000 Penalty: 12279.209961
	Iteration 28Q: 3 clusters Score -3727908 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -3728089.750000 Penalty: 12279.209961
	Iteration 29Q: 3 clusters Score -3728090 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -3728276.750000 Penalty: 12279.209961
	Iteration 30Q: 3 clusters Score -3728277 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -3728440.750000 Penalty: 12279.209961
	Iteration 31Q: 3 clusters Score -3728441 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -3728609.250000 Penalty: 12279.209961
	Iteration 32Q: 3 clusters Score -3728609 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -3728742.500000 Penalty: 12279.209961
	Iteration 33Q: 3 clusters Score -3728742 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -3728845.250000 Penalty: 12279.209961
	Iteration 34Q: 3 clusters Score -3728845 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -3728958.000000 Penalty: 12279.209961
	Iteration 35Q: 3 clusters Score -3728958 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -3729025.250000 Penalty: 12279.209961
	Iteration 36Q: 3 clusters Score -3729025 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -3729079.500000 Penalty: 12279.209961
	Iteration 37Q: 3 clusters Score -3729080 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -3729139.000000 Penalty: 12279.209961
	Iteration 38Q: 3 clusters Score -3729139 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -3729178.000000 Penalty: 12279.209961
	Iteration 39Q: 3 clusters Score -3729178 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -3729197.500000 Penalty: 12279.209961
	Iteration 40F: 3 clusters Score -3729198 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -3729210.250000 Penalty: 12279.209961
	Iteration 41Q: 3 clusters Score -3729210 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -3729235.250000 Penalty: 12279.209961
	Iteration 42Q: 3 clusters Score -3729235 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -3729250.500000 Penalty: 12279.209961
	Iteration 43Q: 3 clusters Score -3729250 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -3729265.000000 Penalty: 12279.209961
	Iteration 44Q: 3 clusters Score -3729265 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -3729270.750000 Penalty: 12279.209961
	Iteration 45Q: 3 clusters Score -3729271 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -3729283.250000 Penalty: 12279.209961
	Iteration 46Q: 3 clusters Score -3729283 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -3729279.500000 Penalty: 12279.209961
	Iteration 47Q: 3 clusters Score -3729280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -3729288.500000 Penalty: 12279.209961
	Iteration 48Q: 3 clusters Score -3729288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -3729288.750000 Penalty: 12279.209961
	Iteration 49Q: 3 clusters Score -3729289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -3729288.500000 Penalty: 12279.209961
	Iteration 50Q: 3 clusters Score -3729288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -3729295.500000 Penalty: 12279.209961
	Iteration 51Q: 3 clusters Score -3729296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -3729294.500000 Penalty: 12279.209961
	Iteration 52Q: 3 clusters Score -3729294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -3729306.500000 Penalty: 12279.209961
	Iteration 53Q: 3 clusters Score -3729306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -3729302.000000 Penalty: 12279.209961
	Iteration 54Q: 3 clusters Score -3729302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -3729296.250000 Penalty: 12279.209961
	Iteration 55Q: 3 clusters Score -3729296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -3729293.250000 Penalty: 12279.209961
	Iteration 56Q: 3 clusters Score -3729293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -3729291.000000 Penalty: 12279.209961
	Iteration 57Q: 3 clusters Score -3729291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -3729291.000000 Penalty: 12279.209961
	Iteration 58F: 3 clusters Score -3729291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (74751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74751 members 
Entering Unmasked Estep 
Score: -12519763.000000 Penalty: 6873.424805
	Iteration 0F: 2 clusters Score -1.251976e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37407 members 
Mstep: Class 2 contains 37344 members 
Entering Unmasked Estep 
Score: -12467890.000000 Penalty: 13746.849609
	Iteration 0F: 3 clusters Score -1.246789e+07 nChanged 33805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37460 members 
Mstep: Class 2 contains 37291 members 
Entering Unmasked Estep 
Score: -12486252.000000 Penalty: 13746.849609
	Iteration 1F: 3 clusters Score -1.248625e+07 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37239 members 
Mstep: Class 2 contains 37512 members 
Entering Unmasked Estep 
Score: -12489398.000000 Penalty: 13746.849609
	Iteration 2F: 3 clusters Score -1.24894e+07 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36073 members 
Mstep: Class 2 contains 38678 members 
Entering Unmasked Estep 
Score: -12495395.000000 Penalty: 13746.849609
	Iteration 3F: 3 clusters Score -1.24954e+07 nChanged 7220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32869 members 
Mstep: Class 2 contains 41882 members 
Entering Unmasked Estep 
Score: -12503174.000000 Penalty: 13746.849609
	Iteration 4F: 3 clusters Score -1.250317e+07 nChanged 8122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28173 members 
Mstep: Class 2 contains 46578 members 
Entering Unmasked Estep 
Score: -12510653.000000 Penalty: 13746.849609
	Iteration 5F: 3 clusters Score -1.251065e+07 nChanged 6811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 51057 members 
Entering Unmasked Estep 
Score: -12515712.000000 Penalty: 13746.849609
	Iteration 6F: 3 clusters Score -1.251571e+07 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 54210 members 
Entering Unmasked Estep 
Score: -12518258.000000 Penalty: 13746.849609
	Iteration 7F: 3 clusters Score -1.251826e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 56336 members 
Entering Unmasked Estep 
Score: -12519426.000000 Penalty: 13746.849609
	Iteration 8Q: 3 clusters Score -1.251943e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 57880 members 
Entering Unmasked Estep 
Score: -12520027.000000 Penalty: 13746.849609
	Iteration 9Q: 3 clusters Score -1.252003e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 59108 members 
Entering Unmasked Estep 
Score: -12520414.000000 Penalty: 13746.849609
	Iteration 10Q: 3 clusters Score -1.252041e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 60236 members 
Entering Unmasked Estep 
Score: -12520872.000000 Penalty: 13746.849609
	Iteration 11Q: 3 clusters Score -1.252087e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 61233 members 
Entering Unmasked Estep 
Score: -12521191.000000 Penalty: 13746.849609
	Iteration 12Q: 3 clusters Score -1.252119e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 62148 members 
Entering Unmasked Estep 
Score: -12521575.000000 Penalty: 13746.849609
	Iteration 13Q: 3 clusters Score -1.252158e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 62990 members 
Entering Unmasked Estep 
Score: -12521846.000000 Penalty: 13746.849609
	Iteration 14Q: 3 clusters Score -1.252185e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 63856 members 
Entering Unmasked Estep 
Score: -12522380.000000 Penalty: 13746.849609
	Iteration 15Q: 3 clusters Score -1.252238e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 64735 members 
Entering Unmasked Estep 
Score: -12522908.000000 Penalty: 13746.849609
	Iteration 16Q: 3 clusters Score -1.252291e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 65663 members 
Entering Unmasked Estep 
Score: -12523704.000000 Penalty: 13746.849609
	Iteration 17Q: 3 clusters Score -1.25237e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 66405 members 
Entering Unmasked Estep 
Score: -12524144.000000 Penalty: 13746.849609
	Iteration 18Q: 3 clusters Score -1.252414e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 66957 members 
Entering Unmasked Estep 
Score: -12524375.000000 Penalty: 13746.849609
	Iteration 19Q: 3 clusters Score -1.252438e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 67357 members 
Entering Unmasked Estep 
Score: -12524534.000000 Penalty: 13746.849609
	Iteration 20F: 3 clusters Score -1.252453e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 67640 members 
Entering Unmasked Estep 
Score: -12524641.000000 Penalty: 13746.849609
	Iteration 21Q: 3 clusters Score -1.252464e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 67828 members 
Entering Unmasked Estep 
Score: -12524675.000000 Penalty: 13746.849609
	Iteration 22Q: 3 clusters Score -1.252468e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 67987 members 
Entering Unmasked Estep 
Score: -12524733.000000 Penalty: 13746.849609
	Iteration 23Q: 3 clusters Score -1.252473e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 68110 members 
Entering Unmasked Estep 
Score: -12524753.000000 Penalty: 13746.849609
	Iteration 24Q: 3 clusters Score -1.252475e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 68213 members 
Entering Unmasked Estep 
Score: -12524818.000000 Penalty: 13746.849609
	Iteration 25Q: 3 clusters Score -1.252482e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 68294 members 
Entering Unmasked Estep 
Score: -12524820.000000 Penalty: 13746.849609
	Iteration 26Q: 3 clusters Score -1.252482e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 68363 members 
Entering Unmasked Estep 
Score: -12524836.000000 Penalty: 13746.849609
	Iteration 27Q: 3 clusters Score -1.252484e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 68428 members 
Entering Unmasked Estep 
Score: -12524843.000000 Penalty: 13746.849609
	Iteration 28Q: 3 clusters Score -1.252484e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 68479 members 
Entering Unmasked Estep 
Score: -12524844.000000 Penalty: 13746.849609
	Iteration 29Q: 3 clusters Score -1.252484e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 68512 members 
Entering Unmasked Estep 
Score: -12524869.000000 Penalty: 13746.849609
	Iteration 30Q: 3 clusters Score -1.252487e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 68532 members 
Entering Unmasked Estep 
Score: -12524880.000000 Penalty: 13746.849609
	Iteration 31Q: 3 clusters Score -1.252488e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 68553 members 
Entering Unmasked Estep 
Score: -12524873.000000 Penalty: 13746.849609
	Iteration 32Q: 3 clusters Score -1.252487e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 68569 members 
Entering Unmasked Estep 
Score: -12524862.000000 Penalty: 13746.849609
	Iteration 33Q: 3 clusters Score -1.252486e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 68586 members 
Entering Unmasked Estep 
Score: -12524875.000000 Penalty: 13746.849609
	Iteration 34Q: 3 clusters Score -1.252488e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 68603 members 
Entering Unmasked Estep 
Score: -12524883.000000 Penalty: 13746.849609
	Iteration 35Q: 3 clusters Score -1.252488e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 68618 members 
Entering Unmasked Estep 
Score: -12524884.000000 Penalty: 13746.849609
	Iteration 36Q: 3 clusters Score -1.252488e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 68631 members 
Entering Unmasked Estep 
Score: -12524877.000000 Penalty: 13746.849609
	Iteration 37Q: 3 clusters Score -1.252488e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 68645 members 
Entering Unmasked Estep 
Score: -12524872.000000 Penalty: 13746.849609
	Iteration 38Q: 3 clusters Score -1.252487e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 68652 members 
Entering Unmasked Estep 
Score: -12524873.000000 Penalty: 13746.849609
	Iteration 39Q: 3 clusters Score -1.252487e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 68659 members 
Entering Unmasked Estep 
Score: -12524870.000000 Penalty: 13746.849609
	Iteration 40F: 3 clusters Score -1.252487e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 68662 members 
Entering Unmasked Estep 
Score: -12524882.000000 Penalty: 13746.849609
	Iteration 41Q: 3 clusters Score -1.252488e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 68665 members 
Entering Unmasked Estep 
Score: -12524881.000000 Penalty: 13746.849609
	Iteration 42Q: 3 clusters Score -1.252488e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 68673 members 
Entering Unmasked Estep 
Score: -12524887.000000 Penalty: 13746.849609
	Iteration 43Q: 3 clusters Score -1.252489e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 68681 members 
Entering Unmasked Estep 
Score: -12524873.000000 Penalty: 13746.849609
	Iteration 44Q: 3 clusters Score -1.252487e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 68690 members 
Entering Unmasked Estep 
Score: -12524878.000000 Penalty: 13746.849609
	Iteration 45Q: 3 clusters Score -1.252488e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 68698 members 
Entering Unmasked Estep 
Score: -12524892.000000 Penalty: 13746.849609
	Iteration 46Q: 3 clusters Score -1.252489e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 68705 members 
Entering Unmasked Estep 
Score: -12524896.000000 Penalty: 13746.849609
	Iteration 47Q: 3 clusters Score -1.25249e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 68711 members 
Entering Unmasked Estep 
Score: -12524890.000000 Penalty: 13746.849609
	Iteration 48Q: 3 clusters Score -1.252489e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 68712 members 
Entering Unmasked Estep 
Score: -12524894.000000 Penalty: 13746.849609
	Iteration 49Q: 3 clusters Score -1.252489e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 68714 members 
Entering Unmasked Estep 
Score: -12524890.000000 Penalty: 13746.849609
	Iteration 50Q: 3 clusters Score -1.252489e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 68718 members 
Entering Unmasked Estep 
Score: -12524892.000000 Penalty: 13746.849609
	Iteration 51Q: 3 clusters Score -1.252489e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 68723 members 
Entering Unmasked Estep 
Score: -12524904.000000 Penalty: 13746.849609
	Iteration 52Q: 3 clusters Score -1.25249e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 68727 members 
Entering Unmasked Estep 
Score: -12524902.000000 Penalty: 13746.849609
	Iteration 53Q: 3 clusters Score -1.25249e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 68732 members 
Entering Unmasked Estep 
Score: -12524898.000000 Penalty: 13746.849609
	Iteration 54Q: 3 clusters Score -1.25249e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 68736 members 
Entering Unmasked Estep 
Score: -12524889.000000 Penalty: 13746.849609
	Iteration 55Q: 3 clusters Score -1.252489e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 68739 members 
Entering Unmasked Estep 
Score: -12524897.000000 Penalty: 13746.849609
	Iteration 56Q: 3 clusters Score -1.25249e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 68741 members 
Entering Unmasked Estep 
Score: -12524897.000000 Penalty: 13746.849609
	Iteration 57Q: 3 clusters Score -1.25249e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 68744 members 
Entering Unmasked Estep 
Score: -12524888.000000 Penalty: 13746.849609
	Iteration 58Q: 3 clusters Score -1.252489e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 68746 members 
Entering Unmasked Estep 
Score: -12524892.000000 Penalty: 13746.849609
	Iteration 59Q: 3 clusters Score -1.252489e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 68747 members 
Entering Unmasked Estep 
Score: -12524886.000000 Penalty: 13746.849609
	Iteration 60F: 3 clusters Score -1.252489e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 68748 members 
Entering Unmasked Estep 
Score: -12524887.000000 Penalty: 13746.849609
	Iteration 61Q: 3 clusters Score -1.252489e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 68749 members 
Entering Unmasked Estep 
Score: -12524898.000000 Penalty: 13746.849609
	Iteration 62Q: 3 clusters Score -1.25249e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 68749 members 
Entering Unmasked Estep 
Score: -12524898.000000 Penalty: 13746.849609
	Iteration 63F: 3 clusters Score -1.25249e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 26670 members 
Mstep: Class 3 contains 68749 members 
Mstep: Class 4 contains 14845 members 
Mstep: Class 5 contains 2449 members 
Mstep: Class 6 contains 22558 members 
Mstep: Class 9 contains 6002 members 
Mstep: Class 12 contains 70971 members 
Mstep: Class 13 contains 519421 members 
Mstep: Class 14 contains 1352 members 
Mstep: Class 15 contains 1310 members 
Mstep: Class 16 contains 342568 members 
Mstep: Class 18 contains 73753 members 
Mstep: Class 19 contains 127225 members 
Mstep: Class 20 contains 9746 members 
Mstep: Class 21 contains 2699 members 
Mstep: Class 22 contains 5548 members 
Mstep: Class 23 contains 56699 members 
Mstep: Class 24 contains 952 members 
Entering Unmasked Estep 
Score: -233281312.000000 Penalty: 164477.890625
Splitting cluster 9 changes total score from -233281424.000000 to -233281312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (70971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70971 members 
Entering Unmasked Estep 
Score: -12306026.000000 Penalty: 6841.641602
	Iteration 0F: 2 clusters Score -1.230603e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35177 members 
Mstep: Class 2 contains 35794 members 
Entering Unmasked Estep 
Score: -12256480.000000 Penalty: 13683.283203
	Iteration 0F: 3 clusters Score -1.225648e+07 nChanged 32011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33406 members 
Mstep: Class 2 contains 37565 members 
Entering Unmasked Estep 
Score: -12273889.000000 Penalty: 13683.283203
	Iteration 1F: 3 clusters Score -1.227389e+07 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32276 members 
Mstep: Class 2 contains 38695 members 
Entering Unmasked Estep 
Score: -12275118.000000 Penalty: 13683.283203
	Iteration 2Q: 3 clusters Score -1.227512e+07 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30687 members 
Mstep: Class 2 contains 40284 members 
Entering Unmasked Estep 
Score: -12276253.000000 Penalty: 13683.283203
	Iteration 3Q: 3 clusters Score -1.227625e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28539 members 
Mstep: Class 2 contains 42432 members 
Entering Unmasked Estep 
Score: -12277672.000000 Penalty: 13683.283203
	Iteration 4Q: 3 clusters Score -1.227767e+07 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25726 members 
Mstep: Class 2 contains 45245 members 
Entering Unmasked Estep 
Score: -12279442.000000 Penalty: 13683.283203
	Iteration 5Q: 3 clusters Score -1.227944e+07 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 48765 members 
Entering Unmasked Estep 
Score: -12281864.000000 Penalty: 13683.283203
	Iteration 6F: 3 clusters Score -1.228186e+07 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 53093 members 
Entering Unmasked Estep 
Score: -12285087.000000 Penalty: 13683.283203
	Iteration 7F: 3 clusters Score -1.228509e+07 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 57855 members 
Entering Unmasked Estep 
Score: -12289007.000000 Penalty: 13683.283203
	Iteration 8F: 3 clusters Score -1.228901e+07 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 62266 members 
Entering Unmasked Estep 
Score: -12293005.000000 Penalty: 13683.283203
	Iteration 9F: 3 clusters Score -1.2293e+07 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 65645 members 
Entering Unmasked Estep 
Score: -12296095.000000 Penalty: 13683.283203
	Iteration 10Q: 3 clusters Score -1.22961e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 67650 members 
Entering Unmasked Estep 
Score: -12297915.000000 Penalty: 13683.283203
	Iteration 11Q: 3 clusters Score -1.229792e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 68693 members 
Entering Unmasked Estep 
Score: -12298829.000000 Penalty: 13683.283203
	Iteration 12Q: 3 clusters Score -1.229883e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 69230 members 
Entering Unmasked Estep 
Score: -12299340.000000 Penalty: 13683.283203
	Iteration 13Q: 3 clusters Score -1.229934e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 69513 members 
Entering Unmasked Estep 
Score: -12299657.000000 Penalty: 13683.283203
	Iteration 14Q: 3 clusters Score -1.229966e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 69686 members 
Entering Unmasked Estep 
Score: -12299810.000000 Penalty: 13683.283203
	Iteration 15Q: 3 clusters Score -1.229981e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 69790 members 
Entering Unmasked Estep 
Score: -12299911.000000 Penalty: 13683.283203
	Iteration 16Q: 3 clusters Score -1.229991e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 69864 members 
Entering Unmasked Estep 
Score: -12299998.000000 Penalty: 13683.283203
	Iteration 17Q: 3 clusters Score -1.23e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 69904 members 
Entering Unmasked Estep 
Score: -12300053.000000 Penalty: 13683.283203
	Iteration 18Q: 3 clusters Score -1.230005e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 69940 members 
Entering Unmasked Estep 
Score: -12300088.000000 Penalty: 13683.283203
	Iteration 19Q: 3 clusters Score -1.230009e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 69960 members 
Entering Unmasked Estep 
Score: -12300113.000000 Penalty: 13683.283203
	Iteration 20F: 3 clusters Score -1.230011e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 69968 members 
Entering Unmasked Estep 
Score: -12300109.000000 Penalty: 13683.283203
	Iteration 21Q: 3 clusters Score -1.230011e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 69974 members 
Entering Unmasked Estep 
Score: -12300106.000000 Penalty: 13683.283203
	Iteration 22Q: 3 clusters Score -1.230011e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 69977 members 
Entering Unmasked Estep 
Score: -12300127.000000 Penalty: 13683.283203
	Iteration 23Q: 3 clusters Score -1.230013e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 69980 members 
Entering Unmasked Estep 
Score: -12300128.000000 Penalty: 13683.283203
	Iteration 24Q: 3 clusters Score -1.230013e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 69984 members 
Entering Unmasked Estep 
Score: -12300130.000000 Penalty: 13683.283203
	Iteration 25Q: 3 clusters Score -1.230013e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 69985 members 
Entering Unmasked Estep 
Score: -12300139.000000 Penalty: 13683.283203
	Iteration 26Q: 3 clusters Score -1.230014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 69988 members 
Entering Unmasked Estep 
Score: -12300135.000000 Penalty: 13683.283203
	Iteration 27Q: 3 clusters Score -1.230014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 69987 members 
Entering Unmasked Estep 
Score: -12300132.000000 Penalty: 13683.283203
	Iteration 28Q: 3 clusters Score -1.230013e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 69989 members 
Entering Unmasked Estep 
Score: -12300133.000000 Penalty: 13683.283203
	Iteration 29Q: 3 clusters Score -1.230013e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 69990 members 
Entering Unmasked Estep 
Score: -12300135.000000 Penalty: 13683.283203
	Iteration 30Q: 3 clusters Score -1.230014e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 69990 members 
Entering Unmasked Estep 
Score: -12300127.000000 Penalty: 13683.283203
	Iteration 31Q: 3 clusters Score -1.230013e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 69994 members 
Entering Unmasked Estep 
Score: -12300129.000000 Penalty: 13683.283203
	Iteration 32Q: 3 clusters Score -1.230013e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 69996 members 
Entering Unmasked Estep 
Score: -12300138.000000 Penalty: 13683.283203
	Iteration 33Q: 3 clusters Score -1.230014e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 70000 members 
Entering Unmasked Estep 
Score: -12300136.000000 Penalty: 13683.283203
	Iteration 34Q: 3 clusters Score -1.230014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 70001 members 
Entering Unmasked Estep 
Score: -12300154.000000 Penalty: 13683.283203
	Iteration 35Q: 3 clusters Score -1.230015e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 70001 members 
Entering Unmasked Estep 
Score: -12300154.000000 Penalty: 13683.283203
	Iteration 36F: 3 clusters Score -1.230015e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (519421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519421 members 
Entering Unmasked Estep 
Score: -89048776.000000 Penalty: 8060.788086
	Iteration 0F: 2 clusters Score -8.904878e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259381 members 
Mstep: Class 2 contains 260040 members 
Entering Unmasked Estep 
Score: -88719456.000000 Penalty: 16121.576172
	Iteration 0F: 3 clusters Score -8.871946e+07 nChanged 250602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254383 members 
Mstep: Class 2 contains 265038 members 
Entering Unmasked Estep 
Score: -88866616.000000 Penalty: 16121.576172
	Iteration 1F: 3 clusters Score -8.886662e+07 nChanged 11965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251754 members 
Mstep: Class 2 contains 267667 members 
Entering Unmasked Estep 
Score: -88869200.000000 Penalty: 16121.576172
	Iteration 2Q: 3 clusters Score -8.88692e+07 nChanged 12948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247688 members 
Mstep: Class 2 contains 271733 members 
Entering Unmasked Estep 
Score: -88872064.000000 Penalty: 16121.576172
	Iteration 3Q: 3 clusters Score -8.887206e+07 nChanged 14721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241697 members 
Mstep: Class 2 contains 277724 members 
Entering Unmasked Estep 
Score: -88876648.000000 Penalty: 16121.576172
	Iteration 4Q: 3 clusters Score -8.887665e+07 nChanged 17618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233099 members 
Mstep: Class 2 contains 286322 members 
Entering Unmasked Estep 
Score: -88884416.000000 Penalty: 16121.576172
	Iteration 5Q: 3 clusters Score -8.888442e+07 nChanged 21445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221082 members 
Mstep: Class 2 contains 298339 members 
Entering Unmasked Estep 
Score: -88896032.000000 Penalty: 16121.576172
	Iteration 6Q: 3 clusters Score -8.889603e+07 nChanged 25511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205319 members 
Mstep: Class 2 contains 314102 members 
Entering Unmasked Estep 
Score: -88912544.000000 Penalty: 16121.576172
	Iteration 7Q: 3 clusters Score -8.891254e+07 nChanged 28551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186156 members 
Mstep: Class 2 contains 333265 members 
Entering Unmasked Estep 
Score: -88931304.000000 Penalty: 16121.576172
	Iteration 8F: 3 clusters Score -8.89313e+07 nChanged 29490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164064 members 
Mstep: Class 2 contains 355357 members 
Entering Unmasked Estep 
Score: -88949600.000000 Penalty: 16121.576172
	Iteration 9F: 3 clusters Score -8.89496e+07 nChanged 29303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139135 members 
Mstep: Class 2 contains 380286 members 
Entering Unmasked Estep 
Score: -88968064.000000 Penalty: 16121.576172
	Iteration 10F: 3 clusters Score -8.896806e+07 nChanged 28459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112700 members 
Mstep: Class 2 contains 406721 members 
Entering Unmasked Estep 
Score: -88985928.000000 Penalty: 16121.576172
	Iteration 11F: 3 clusters Score -8.898593e+07 nChanged 26980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86336 members 
Mstep: Class 2 contains 433085 members 
Entering Unmasked Estep 
Score: -89004432.000000 Penalty: 16121.576172
	Iteration 12F: 3 clusters Score -8.900443e+07 nChanged 24719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61747 members 
Mstep: Class 2 contains 457674 members 
Entering Unmasked Estep 
Score: -89018840.000000 Penalty: 16121.576172
	Iteration 13Q: 3 clusters Score -8.901884e+07 nChanged 19967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41838 members 
Mstep: Class 2 contains 477583 members 
Entering Unmasked Estep 
Score: -89029168.000000 Penalty: 16121.576172
	Iteration 14Q: 3 clusters Score -8.902917e+07 nChanged 14635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 492184 members 
Entering Unmasked Estep 
Score: -89035328.000000 Penalty: 16121.576172
	Iteration 15Q: 3 clusters Score -8.903533e+07 nChanged 9723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 501885 members 
Entering Unmasked Estep 
Score: -89038688.000000 Penalty: 16121.576172
	Iteration 16Q: 3 clusters Score -8.903869e+07 nChanged 6007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 507846 members 
Entering Unmasked Estep 
Score: -89040344.000000 Penalty: 16121.576172
	Iteration 17Q: 3 clusters Score -8.904034e+07 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 511453 members 
Entering Unmasked Estep 
Score: -89040832.000000 Penalty: 16121.576172
	Iteration 18Q: 3 clusters Score -8.904083e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 513561 members 
Entering Unmasked Estep 
Score: -89041504.000000 Penalty: 16121.576172
	Iteration 19Q: 3 clusters Score -8.90415e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 514829 members 
Entering Unmasked Estep 
Score: -89041784.000000 Penalty: 16121.576172
	Iteration 20F: 3 clusters Score -8.904178e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 515625 members 
Entering Unmasked Estep 
Score: -89041968.000000 Penalty: 16121.576172
	Iteration 21Q: 3 clusters Score -8.904197e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 516139 members 
Entering Unmasked Estep 
Score: -89042096.000000 Penalty: 16121.576172
	Iteration 22Q: 3 clusters Score -8.90421e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 516510 members 
Entering Unmasked Estep 
Score: -89042104.000000 Penalty: 16121.576172
	Iteration 23Q: 3 clusters Score -8.90421e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 516785 members 
Entering Unmasked Estep 
Score: -89042152.000000 Penalty: 16121.576172
	Iteration 24Q: 3 clusters Score -8.904215e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 516958 members 
Entering Unmasked Estep 
Score: -89042280.000000 Penalty: 16121.576172
	Iteration 25Q: 3 clusters Score -8.904228e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 517082 members 
Entering Unmasked Estep 
Score: -89042424.000000 Penalty: 16121.576172
	Iteration 26Q: 3 clusters Score -8.904242e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 517172 members 
Entering Unmasked Estep 
Score: -89042408.000000 Penalty: 16121.576172
	Iteration 27Q: 3 clusters Score -8.904241e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 517260 members 
Entering Unmasked Estep 
Score: -89042440.000000 Penalty: 16121.576172
	Iteration 28Q: 3 clusters Score -8.904244e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 517311 members 
Entering Unmasked Estep 
Score: -89042376.000000 Penalty: 16121.576172
	Iteration 29Q: 3 clusters Score -8.904238e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 517370 members 
Entering Unmasked Estep 
Score: -89042432.000000 Penalty: 16121.576172
	Iteration 30Q: 3 clusters Score -8.904243e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 517434 members 
Entering Unmasked Estep 
Score: -89042448.000000 Penalty: 16121.576172
	Iteration 31Q: 3 clusters Score -8.904245e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 517478 members 
Entering Unmasked Estep 
Score: -89042496.000000 Penalty: 16121.576172
	Iteration 32Q: 3 clusters Score -8.90425e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 517518 members 
Entering Unmasked Estep 
Score: -89042504.000000 Penalty: 16121.576172
	Iteration 33Q: 3 clusters Score -8.90425e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 517548 members 
Entering Unmasked Estep 
Score: -89042472.000000 Penalty: 16121.576172
	Iteration 34Q: 3 clusters Score -8.904247e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 517572 members 
Entering Unmasked Estep 
Score: -89042520.000000 Penalty: 16121.576172
	Iteration 35Q: 3 clusters Score -8.904252e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 517588 members 
Entering Unmasked Estep 
Score: -89042472.000000 Penalty: 16121.576172
	Iteration 36Q: 3 clusters Score -8.904247e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 517600 members 
Entering Unmasked Estep 
Score: -89042464.000000 Penalty: 16121.576172
	Iteration 37Q: 3 clusters Score -8.904246e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 517612 members 
Entering Unmasked Estep 
Score: -89042536.000000 Penalty: 16121.576172
	Iteration 38Q: 3 clusters Score -8.904254e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 517617 members 
Entering Unmasked Estep 
Score: -89042528.000000 Penalty: 16121.576172
	Iteration 39Q: 3 clusters Score -8.904253e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 517627 members 
Entering Unmasked Estep 
Score: -89042520.000000 Penalty: 16121.576172
	Iteration 40F: 3 clusters Score -8.904252e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 517630 members 
Entering Unmasked Estep 
Score: -89042536.000000 Penalty: 16121.576172
	Iteration 41Q: 3 clusters Score -8.904254e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 517633 members 
Entering Unmasked Estep 
Score: -89042600.000000 Penalty: 16121.576172
	Iteration 42Q: 3 clusters Score -8.90426e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 517637 members 
Entering Unmasked Estep 
Score: -89042576.000000 Penalty: 16121.576172
	Iteration 43Q: 3 clusters Score -8.904258e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 517644 members 
Entering Unmasked Estep 
Score: -89042552.000000 Penalty: 16121.576172
	Iteration 44Q: 3 clusters Score -8.904255e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 517649 members 
Entering Unmasked Estep 
Score: -89042544.000000 Penalty: 16121.576172
	Iteration 45Q: 3 clusters Score -8.904254e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 517654 members 
Entering Unmasked Estep 
Score: -89042552.000000 Penalty: 16121.576172
	Iteration 46Q: 3 clusters Score -8.904255e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 517656 members 
Entering Unmasked Estep 
Score: -89042560.000000 Penalty: 16121.576172
	Iteration 47Q: 3 clusters Score -8.904256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 517658 members 
Entering Unmasked Estep 
Score: -89042560.000000 Penalty: 16121.576172
	Iteration 48Q: 3 clusters Score -8.904256e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 517658 members 
Entering Unmasked Estep 
Score: -89042560.000000 Penalty: 16121.576172
	Iteration 49F: 3 clusters Score -8.904256e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Entering Unmasked Estep 
Score: -205019.953125 Penalty: 4415.720703
	Iteration 0F: 2 clusters Score -205020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -200675.578125 Penalty: 8831.441406
	Iteration 0F: 3 clusters Score -200675.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -201276.234375 Penalty: 8831.441406
	Iteration 1F: 3 clusters Score -201276.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -201531.046875 Penalty: 8831.441406
	Iteration 2F: 3 clusters Score -201531 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -201720.328125 Penalty: 8831.441406
	Iteration 3Q: 3 clusters Score -201720.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -201923.640625 Penalty: 8831.441406
	Iteration 4Q: 3 clusters Score -201923.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -202033.328125 Penalty: 8831.441406
	Iteration 5Q: 3 clusters Score -202033.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -202222.406250 Penalty: 8831.441406
	Iteration 6Q: 3 clusters Score -202222.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -202459.531250 Penalty: 8831.441406
	Iteration 7Q: 3 clusters Score -202459.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -202684.828125 Penalty: 8831.441406
	Iteration 8Q: 3 clusters Score -202684.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -203222.625000 Penalty: 8831.441406
	Iteration 9Q: 3 clusters Score -203222.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -203467.125000 Penalty: 8831.441406
	Iteration 10Q: 3 clusters Score -203467.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -203585.718750 Penalty: 8831.441406
	Iteration 11Q: 3 clusters Score -203585.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -203691.296875 Penalty: 8831.441406
	Iteration 12Q: 3 clusters Score -203691.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -203809.781250 Penalty: 8831.441406
	Iteration 13Q: 3 clusters Score -203809.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -203945.578125 Penalty: 8831.441406
	Iteration 14Q: 3 clusters Score -203945.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -204065.250000 Penalty: 8831.441406
	Iteration 15Q: 3 clusters Score -204065.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -204205.140625 Penalty: 8831.441406
	Iteration 16Q: 3 clusters Score -204205.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -204291.703125 Penalty: 8831.441406
	Iteration 17Q: 3 clusters Score -204291.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -204343.984375 Penalty: 8831.441406
	Iteration 18Q: 3 clusters Score -204344 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -204425.171875 Penalty: 8831.441406
	Iteration 19Q: 3 clusters Score -204425.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -204461.250000 Penalty: 8831.441406
	Iteration 20F: 3 clusters Score -204461.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -204496.468750 Penalty: 8831.441406
	Iteration 21Q: 3 clusters Score -204496.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -204517.875000 Penalty: 8831.441406
	Iteration 22Q: 3 clusters Score -204517.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -204532.156250 Penalty: 8831.441406
	Iteration 23Q: 3 clusters Score -204532.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -204538.875000 Penalty: 8831.441406
	Iteration 24Q: 3 clusters Score -204538.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -204545.281250 Penalty: 8831.441406
	Iteration 25Q: 3 clusters Score -204545.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -204549.906250 Penalty: 8831.441406
	Iteration 26Q: 3 clusters Score -204549.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -204552.015625 Penalty: 8831.441406
	Iteration 27Q: 3 clusters Score -204552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -204554.953125 Penalty: 8831.441406
	Iteration 28Q: 3 clusters Score -204555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -204554.953125 Penalty: 8831.441406
	Iteration 29F: 3 clusters Score -204555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Entering Unmasked Estep 
Score: -200153.390625 Penalty: 4396.391602
	Iteration 0F: 2 clusters Score -200153.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -195768.765625 Penalty: 8792.783203
	Iteration 0F: 3 clusters Score -195768.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -196310.968750 Penalty: 8792.783203
	Iteration 1F: 3 clusters Score -196311 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -196657.968750 Penalty: 8792.783203
	Iteration 2F: 3 clusters Score -196658 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -197186.843750 Penalty: 8792.783203
	Iteration 3F: 3 clusters Score -197186.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -197497.062500 Penalty: 8792.783203
	Iteration 4F: 3 clusters Score -197497.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -197682.375000 Penalty: 8792.783203
	Iteration 5Q: 3 clusters Score -197682.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -197879.484375 Penalty: 8792.783203
	Iteration 6Q: 3 clusters Score -197879.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -198077.093750 Penalty: 8792.783203
	Iteration 7Q: 3 clusters Score -198077.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -198159.390625 Penalty: 8792.783203
	Iteration 8Q: 3 clusters Score -198159.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -198214.656250 Penalty: 8792.783203
	Iteration 9Q: 3 clusters Score -198214.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -198247.281250 Penalty: 8792.783203
	Iteration 10Q: 3 clusters Score -198247.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -198271.000000 Penalty: 8792.783203
	Iteration 11Q: 3 clusters Score -198271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -198304.546875 Penalty: 8792.783203
	Iteration 12Q: 3 clusters Score -198304.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -198317.671875 Penalty: 8792.783203
	Iteration 13Q: 3 clusters Score -198317.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -198324.437500 Penalty: 8792.783203
	Iteration 14Q: 3 clusters Score -198324.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -198334.500000 Penalty: 8792.783203
	Iteration 15Q: 3 clusters Score -198334.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -198369.609375 Penalty: 8792.783203
	Iteration 16Q: 3 clusters Score -198369.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -198391.062500 Penalty: 8792.783203
	Iteration 17Q: 3 clusters Score -198391.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -198416.906250 Penalty: 8792.783203
	Iteration 18Q: 3 clusters Score -198416.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -198453.359375 Penalty: 8792.783203
	Iteration 19Q: 3 clusters Score -198453.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -198501.640625 Penalty: 8792.783203
	Iteration 20F: 3 clusters Score -198501.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -198516.546875 Penalty: 8792.783203
	Iteration 21Q: 3 clusters Score -198516.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -198516.546875 Penalty: 8792.783203
	Iteration 22F: 3 clusters Score -198516.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (342568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342568 members 
Entering Unmasked Estep 
Score: -58878308.000000 Penalty: 7805.837891
	Iteration 0F: 2 clusters Score -5.887831e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171401 members 
Mstep: Class 2 contains 171167 members 
Entering Unmasked Estep 
Score: -58660792.000000 Penalty: 15611.675781
	Iteration 0F: 3 clusters Score -5.866079e+07 nChanged 163503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173934 members 
Mstep: Class 2 contains 168634 members 
Entering Unmasked Estep 
Score: -58755520.000000 Penalty: 15611.675781
	Iteration 1F: 3 clusters Score -5.875552e+07 nChanged 9883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175653 members 
Mstep: Class 2 contains 166915 members 
Entering Unmasked Estep 
Score: -58757704.000000 Penalty: 15611.675781
	Iteration 2Q: 3 clusters Score -5.87577e+07 nChanged 10519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178324 members 
Mstep: Class 2 contains 164244 members 
Entering Unmasked Estep 
Score: -58760392.000000 Penalty: 15611.675781
	Iteration 3Q: 3 clusters Score -5.876039e+07 nChanged 11811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182355 members 
Mstep: Class 2 contains 160213 members 
Entering Unmasked Estep 
Score: -58764396.000000 Penalty: 15611.675781
	Iteration 4Q: 3 clusters Score -5.87644e+07 nChanged 13500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188075 members 
Mstep: Class 2 contains 154493 members 
Entering Unmasked Estep 
Score: -58769680.000000 Penalty: 15611.675781
	Iteration 5Q: 3 clusters Score -5.876968e+07 nChanged 15929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195980 members 
Mstep: Class 2 contains 146588 members 
Entering Unmasked Estep 
Score: -58776732.000000 Penalty: 15611.675781
	Iteration 6Q: 3 clusters Score -5.877673e+07 nChanged 18305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206243 members 
Mstep: Class 2 contains 136325 members 
Entering Unmasked Estep 
Score: -58786372.000000 Penalty: 15611.675781
	Iteration 7F: 3 clusters Score -5.878637e+07 nChanged 19896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218313 members 
Mstep: Class 2 contains 124255 members 
Entering Unmasked Estep 
Score: -58797800.000000 Penalty: 15611.675781
	Iteration 8F: 3 clusters Score -5.87978e+07 nChanged 20533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230866 members 
Mstep: Class 2 contains 111702 members 
Entering Unmasked Estep 
Score: -58810372.000000 Penalty: 15611.675781
	Iteration 9F: 3 clusters Score -5.881037e+07 nChanged 19615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241749 members 
Mstep: Class 2 contains 100819 members 
Entering Unmasked Estep 
Score: -58823440.000000 Penalty: 15611.675781
	Iteration 10F: 3 clusters Score -5.882344e+07 nChanged 17591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249640 members 
Mstep: Class 2 contains 92928 members 
Entering Unmasked Estep 
Score: -58834136.000000 Penalty: 15611.675781
	Iteration 11F: 3 clusters Score -5.883414e+07 nChanged 13938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254174 members 
Mstep: Class 2 contains 88394 members 
Entering Unmasked Estep 
Score: -58840864.000000 Penalty: 15611.675781
	Iteration 12Q: 3 clusters Score -5.884086e+07 nChanged 9982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257016 members 
Mstep: Class 2 contains 85552 members 
Entering Unmasked Estep 
Score: -58843720.000000 Penalty: 15611.675781
	Iteration 13Q: 3 clusters Score -5.884372e+07 nChanged 6551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258965 members 
Mstep: Class 2 contains 83603 members 
Entering Unmasked Estep 
Score: -58845144.000000 Penalty: 15611.675781
	Iteration 14Q: 3 clusters Score -5.884514e+07 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260627 members 
Mstep: Class 2 contains 81941 members 
Entering Unmasked Estep 
Score: -58845908.000000 Penalty: 15611.675781
	Iteration 15Q: 3 clusters Score -5.884591e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262209 members 
Mstep: Class 2 contains 80359 members 
Entering Unmasked Estep 
Score: -58846208.000000 Penalty: 15611.675781
	Iteration 16Q: 3 clusters Score -5.884621e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263621 members 
Mstep: Class 2 contains 78947 members 
Entering Unmasked Estep 
Score: -58846564.000000 Penalty: 15611.675781
	Iteration 17Q: 3 clusters Score -5.884656e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264964 members 
Mstep: Class 2 contains 77604 members 
Entering Unmasked Estep 
Score: -58847400.000000 Penalty: 15611.675781
	Iteration 18Q: 3 clusters Score -5.88474e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266265 members 
Mstep: Class 2 contains 76303 members 
Entering Unmasked Estep 
Score: -58847828.000000 Penalty: 15611.675781
	Iteration 19Q: 3 clusters Score -5.884783e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267567 members 
Mstep: Class 2 contains 75001 members 
Entering Unmasked Estep 
Score: -58848300.000000 Penalty: 15611.675781
	Iteration 20F: 3 clusters Score -5.88483e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268861 members 
Mstep: Class 2 contains 73707 members 
Entering Unmasked Estep 
Score: -58848704.000000 Penalty: 15611.675781
	Iteration 21Q: 3 clusters Score -5.88487e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270200 members 
Mstep: Class 2 contains 72368 members 
Entering Unmasked Estep 
Score: -58849212.000000 Penalty: 15611.675781
	Iteration 22Q: 3 clusters Score -5.884921e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271570 members 
Mstep: Class 2 contains 70998 members 
Entering Unmasked Estep 
Score: -58849824.000000 Penalty: 15611.675781
	Iteration 23Q: 3 clusters Score -5.884982e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272964 members 
Mstep: Class 2 contains 69604 members 
Entering Unmasked Estep 
Score: -58849860.000000 Penalty: 15611.675781
	Iteration 24Q: 3 clusters Score -5.884986e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274324 members 
Mstep: Class 2 contains 68244 members 
Entering Unmasked Estep 
Score: -58850424.000000 Penalty: 15611.675781
	Iteration 25Q: 3 clusters Score -5.885042e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275675 members 
Mstep: Class 2 contains 66893 members 
Entering Unmasked Estep 
Score: -58851028.000000 Penalty: 15611.675781
	Iteration 26Q: 3 clusters Score -5.885103e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276989 members 
Mstep: Class 2 contains 65579 members 
Entering Unmasked Estep 
Score: -58851440.000000 Penalty: 15611.675781
	Iteration 27Q: 3 clusters Score -5.885144e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278263 members 
Mstep: Class 2 contains 64305 members 
Entering Unmasked Estep 
Score: -58851832.000000 Penalty: 15611.675781
	Iteration 28Q: 3 clusters Score -5.885183e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279581 members 
Mstep: Class 2 contains 62987 members 
Entering Unmasked Estep 
Score: -58852008.000000 Penalty: 15611.675781
	Iteration 29Q: 3 clusters Score -5.885201e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280915 members 
Mstep: Class 2 contains 61653 members 
Entering Unmasked Estep 
Score: -58852408.000000 Penalty: 15611.675781
	Iteration 30Q: 3 clusters Score -5.885241e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282330 members 
Mstep: Class 2 contains 60238 members 
Entering Unmasked Estep 
Score: -58852940.000000 Penalty: 15611.675781
	Iteration 31Q: 3 clusters Score -5.885294e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283762 members 
Mstep: Class 2 contains 58806 members 
Entering Unmasked Estep 
Score: -58853128.000000 Penalty: 15611.675781
	Iteration 32Q: 3 clusters Score -5.885313e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285230 members 
Mstep: Class 2 contains 57338 members 
Entering Unmasked Estep 
Score: -58853592.000000 Penalty: 15611.675781
	Iteration 33Q: 3 clusters Score -5.885359e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286682 members 
Mstep: Class 2 contains 55886 members 
Entering Unmasked Estep 
Score: -58854076.000000 Penalty: 15611.675781
	Iteration 34Q: 3 clusters Score -5.885408e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288123 members 
Mstep: Class 2 contains 54445 members 
Entering Unmasked Estep 
Score: -58854572.000000 Penalty: 15611.675781
	Iteration 35Q: 3 clusters Score -5.885457e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289534 members 
Mstep: Class 2 contains 53034 members 
Entering Unmasked Estep 
Score: -58854844.000000 Penalty: 15611.675781
	Iteration 36Q: 3 clusters Score -5.885484e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290824 members 
Mstep: Class 2 contains 51744 members 
Entering Unmasked Estep 
Score: -58855160.000000 Penalty: 15611.675781
	Iteration 37Q: 3 clusters Score -5.885516e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292184 members 
Mstep: Class 2 contains 50384 members 
Entering Unmasked Estep 
Score: -58855532.000000 Penalty: 15611.675781
	Iteration 38Q: 3 clusters Score -5.885553e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293578 members 
Mstep: Class 2 contains 48990 members 
Entering Unmasked Estep 
Score: -58855864.000000 Penalty: 15611.675781
	Iteration 39Q: 3 clusters Score -5.885586e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294928 members 
Mstep: Class 2 contains 47640 members 
Entering Unmasked Estep 
Score: -58856032.000000 Penalty: 15611.675781
	Iteration 40F: 3 clusters Score -5.885603e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296219 members 
Mstep: Class 2 contains 46349 members 
Entering Unmasked Estep 
Score: -58856460.000000 Penalty: 15611.675781
	Iteration 41Q: 3 clusters Score -5.885646e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297526 members 
Mstep: Class 2 contains 45042 members 
Entering Unmasked Estep 
Score: -58856912.000000 Penalty: 15611.675781
	Iteration 42Q: 3 clusters Score -5.885691e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298801 members 
Mstep: Class 2 contains 43767 members 
Entering Unmasked Estep 
Score: -58857268.000000 Penalty: 15611.675781
	Iteration 43Q: 3 clusters Score -5.885727e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300071 members 
Mstep: Class 2 contains 42497 members 
Entering Unmasked Estep 
Score: -58857568.000000 Penalty: 15611.675781
	Iteration 44Q: 3 clusters Score -5.885757e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301304 members 
Mstep: Class 2 contains 41264 members 
Entering Unmasked Estep 
Score: -58857972.000000 Penalty: 15611.675781
	Iteration 45Q: 3 clusters Score -5.885797e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302568 members 
Mstep: Class 2 contains 40000 members 
Entering Unmasked Estep 
Score: -58858188.000000 Penalty: 15611.675781
	Iteration 46Q: 3 clusters Score -5.885819e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303812 members 
Mstep: Class 2 contains 38756 members 
Entering Unmasked Estep 
Score: -58858472.000000 Penalty: 15611.675781
	Iteration 47Q: 3 clusters Score -5.885847e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305066 members 
Mstep: Class 2 contains 37502 members 
Entering Unmasked Estep 
Score: -58859000.000000 Penalty: 15611.675781
	Iteration 48Q: 3 clusters Score -5.8859e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306340 members 
Mstep: Class 2 contains 36228 members 
Entering Unmasked Estep 
Score: -58859320.000000 Penalty: 15611.675781
	Iteration 49Q: 3 clusters Score -5.885932e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307587 members 
Mstep: Class 2 contains 34981 members 
Entering Unmasked Estep 
Score: -58859576.000000 Penalty: 15611.675781
	Iteration 50Q: 3 clusters Score -5.885958e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308793 members 
Mstep: Class 2 contains 33775 members 
Entering Unmasked Estep 
Score: -58860252.000000 Penalty: 15611.675781
	Iteration 51Q: 3 clusters Score -5.886025e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310002 members 
Mstep: Class 2 contains 32566 members 
Entering Unmasked Estep 
Score: -58860624.000000 Penalty: 15611.675781
	Iteration 52Q: 3 clusters Score -5.886062e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311219 members 
Mstep: Class 2 contains 31349 members 
Entering Unmasked Estep 
Score: -58861052.000000 Penalty: 15611.675781
	Iteration 53Q: 3 clusters Score -5.886105e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312413 members 
Mstep: Class 2 contains 30155 members 
Entering Unmasked Estep 
Score: -58861372.000000 Penalty: 15611.675781
	Iteration 54Q: 3 clusters Score -5.886137e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313590 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -58861864.000000 Penalty: 15611.675781
	Iteration 55Q: 3 clusters Score -5.886186e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314677 members 
Mstep: Class 2 contains 27891 members 
Entering Unmasked Estep 
Score: -58862132.000000 Penalty: 15611.675781
	Iteration 56Q: 3 clusters Score -5.886213e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315695 members 
Mstep: Class 2 contains 26873 members 
Entering Unmasked Estep 
Score: -58862596.000000 Penalty: 15611.675781
	Iteration 57Q: 3 clusters Score -5.88626e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316658 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -58862888.000000 Penalty: 15611.675781
	Iteration 58Q: 3 clusters Score -5.886289e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317617 members 
Mstep: Class 2 contains 24951 members 
Entering Unmasked Estep 
Score: -58863120.000000 Penalty: 15611.675781
	Iteration 59Q: 3 clusters Score -5.886312e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318562 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -58863516.000000 Penalty: 15611.675781
	Iteration 60F: 3 clusters Score -5.886352e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319447 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -58863760.000000 Penalty: 15611.675781
	Iteration 61Q: 3 clusters Score -5.886376e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320334 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -58864288.000000 Penalty: 15611.675781
	Iteration 62Q: 3 clusters Score -5.886429e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321202 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -58864728.000000 Penalty: 15611.675781
	Iteration 63Q: 3 clusters Score -5.886473e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322029 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -58864984.000000 Penalty: 15611.675781
	Iteration 64Q: 3 clusters Score -5.886498e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322851 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -58865344.000000 Penalty: 15611.675781
	Iteration 65Q: 3 clusters Score -5.886534e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323598 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -58865704.000000 Penalty: 15611.675781
	Iteration 66Q: 3 clusters Score -5.88657e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324334 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -58865988.000000 Penalty: 15611.675781
	Iteration 67Q: 3 clusters Score -5.886599e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325040 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -58866276.000000 Penalty: 15611.675781
	Iteration 68Q: 3 clusters Score -5.886628e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325719 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -58866556.000000 Penalty: 15611.675781
	Iteration 69Q: 3 clusters Score -5.886656e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326369 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -58866892.000000 Penalty: 15611.675781
	Iteration 70Q: 3 clusters Score -5.886689e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326956 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -58866920.000000 Penalty: 15611.675781
	Iteration 71Q: 3 clusters Score -5.886692e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327536 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -58867348.000000 Penalty: 15611.675781
	Iteration 72Q: 3 clusters Score -5.886735e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328055 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -58867628.000000 Penalty: 15611.675781
	Iteration 73Q: 3 clusters Score -5.886763e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328561 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -58867864.000000 Penalty: 15611.675781
	Iteration 74Q: 3 clusters Score -5.886786e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329049 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -58868132.000000 Penalty: 15611.675781
	Iteration 75Q: 3 clusters Score -5.886813e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329535 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -58868320.000000 Penalty: 15611.675781
	Iteration 76Q: 3 clusters Score -5.886832e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329964 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -58868428.000000 Penalty: 15611.675781
	Iteration 77Q: 3 clusters Score -5.886843e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330383 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -58868564.000000 Penalty: 15611.675781
	Iteration 78Q: 3 clusters Score -5.886856e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330741 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -58868768.000000 Penalty: 15611.675781
	Iteration 79Q: 3 clusters Score -5.886877e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331073 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -58868860.000000 Penalty: 15611.675781
	Iteration 80F: 3 clusters Score -5.886886e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331384 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -58869060.000000 Penalty: 15611.675781
	Iteration 81Q: 3 clusters Score -5.886906e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331684 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -58869220.000000 Penalty: 15611.675781
	Iteration 82Q: 3 clusters Score -5.886922e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331947 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -58869364.000000 Penalty: 15611.675781
	Iteration 83Q: 3 clusters Score -5.886936e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332178 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -58869512.000000 Penalty: 15611.675781
	Iteration 84Q: 3 clusters Score -5.886951e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332386 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -58869520.000000 Penalty: 15611.675781
	Iteration 85Q: 3 clusters Score -5.886952e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332610 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -58869592.000000 Penalty: 15611.675781
	Iteration 86Q: 3 clusters Score -5.886959e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332825 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -58869624.000000 Penalty: 15611.675781
	Iteration 87Q: 3 clusters Score -5.886962e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333026 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -58869732.000000 Penalty: 15611.675781
	Iteration 88Q: 3 clusters Score -5.886973e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333201 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -58869900.000000 Penalty: 15611.675781
	Iteration 89Q: 3 clusters Score -5.88699e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333359 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -58869936.000000 Penalty: 15611.675781
	Iteration 90Q: 3 clusters Score -5.886994e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333521 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -58869936.000000 Penalty: 15611.675781
	Iteration 91Q: 3 clusters Score -5.886994e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333662 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -58870032.000000 Penalty: 15611.675781
	Iteration 92Q: 3 clusters Score -5.887003e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333795 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -58870120.000000 Penalty: 15611.675781
	Iteration 93Q: 3 clusters Score -5.887012e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333909 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -58870192.000000 Penalty: 15611.675781
	Iteration 94Q: 3 clusters Score -5.887019e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334026 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -58870208.000000 Penalty: 15611.675781
	Iteration 95Q: 3 clusters Score -5.887021e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334127 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -58870272.000000 Penalty: 15611.675781
	Iteration 96Q: 3 clusters Score -5.887027e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334214 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -58870316.000000 Penalty: 15611.675781
	Iteration 97Q: 3 clusters Score -5.887032e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334303 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -58870296.000000 Penalty: 15611.675781
	Iteration 98Q: 3 clusters Score -5.88703e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334371 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -58870268.000000 Penalty: 15611.675781
	Iteration 99Q: 3 clusters Score -5.887027e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334435 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -58870280.000000 Penalty: 15611.675781
	Iteration 100F: 3 clusters Score -5.887028e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334504 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -58870324.000000 Penalty: 15611.675781
	Iteration 101Q: 3 clusters Score -5.887032e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334567 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -58870384.000000 Penalty: 15611.675781
	Iteration 102Q: 3 clusters Score -5.887038e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334628 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -58870452.000000 Penalty: 15611.675781
	Iteration 103Q: 3 clusters Score -5.887045e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334680 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -58870520.000000 Penalty: 15611.675781
	Iteration 104Q: 3 clusters Score -5.887052e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334742 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -58870508.000000 Penalty: 15611.675781
	Iteration 105Q: 3 clusters Score -5.887051e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334801 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -58870592.000000 Penalty: 15611.675781
	Iteration 106Q: 3 clusters Score -5.887059e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334857 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -58870528.000000 Penalty: 15611.675781
	Iteration 107Q: 3 clusters Score -5.887053e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334925 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -58870508.000000 Penalty: 15611.675781
	Iteration 108Q: 3 clusters Score -5.887051e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334981 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -58870576.000000 Penalty: 15611.675781
	Iteration 109Q: 3 clusters Score -5.887058e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335034 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -58870524.000000 Penalty: 15611.675781
	Iteration 110Q: 3 clusters Score -5.887052e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335092 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -58870588.000000 Penalty: 15611.675781
	Iteration 111Q: 3 clusters Score -5.887059e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335155 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -58870616.000000 Penalty: 15611.675781
	Iteration 112Q: 3 clusters Score -5.887062e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335186 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -58870632.000000 Penalty: 15611.675781
	Iteration 113Q: 3 clusters Score -5.887063e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335211 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -58870692.000000 Penalty: 15611.675781
	Iteration 114Q: 3 clusters Score -5.887069e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335247 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -58870700.000000 Penalty: 15611.675781
	Iteration 115Q: 3 clusters Score -5.88707e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335284 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -58870672.000000 Penalty: 15611.675781
	Iteration 116Q: 3 clusters Score -5.887067e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335316 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -58870752.000000 Penalty: 15611.675781
	Iteration 117Q: 3 clusters Score -5.887075e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335347 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -58870764.000000 Penalty: 15611.675781
	Iteration 118Q: 3 clusters Score -5.887076e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335376 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -58870776.000000 Penalty: 15611.675781
	Iteration 119Q: 3 clusters Score -5.887078e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335403 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -58870800.000000 Penalty: 15611.675781
	Iteration 120F: 3 clusters Score -5.88708e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335436 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -58870840.000000 Penalty: 15611.675781
	Iteration 121Q: 3 clusters Score -5.887084e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335477 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -58870880.000000 Penalty: 15611.675781
	Iteration 122Q: 3 clusters Score -5.887088e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335507 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -58870860.000000 Penalty: 15611.675781
	Iteration 123Q: 3 clusters Score -5.887086e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335536 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -58870912.000000 Penalty: 15611.675781
	Iteration 124Q: 3 clusters Score -5.887091e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335563 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -58870892.000000 Penalty: 15611.675781
	Iteration 125Q: 3 clusters Score -5.887089e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335583 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -58870912.000000 Penalty: 15611.675781
	Iteration 126Q: 3 clusters Score -5.887091e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335603 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -58870832.000000 Penalty: 15611.675781
	Iteration 127Q: 3 clusters Score -5.887083e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335626 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -58870852.000000 Penalty: 15611.675781
	Iteration 128Q: 3 clusters Score -5.887085e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335649 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -58870892.000000 Penalty: 15611.675781
	Iteration 129Q: 3 clusters Score -5.887089e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335666 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -58870852.000000 Penalty: 15611.675781
	Iteration 130Q: 3 clusters Score -5.887085e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335681 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -58870876.000000 Penalty: 15611.675781
	Iteration 131Q: 3 clusters Score -5.887088e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335694 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -58870904.000000 Penalty: 15611.675781
	Iteration 132Q: 3 clusters Score -5.88709e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335711 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -58870940.000000 Penalty: 15611.675781
	Iteration 133Q: 3 clusters Score -5.887094e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335725 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -58870908.000000 Penalty: 15611.675781
	Iteration 134Q: 3 clusters Score -5.887091e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335739 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -58870980.000000 Penalty: 15611.675781
	Iteration 135Q: 3 clusters Score -5.887098e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335743 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -58870956.000000 Penalty: 15611.675781
	Iteration 136Q: 3 clusters Score -5.887096e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335749 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -58870916.000000 Penalty: 15611.675781
	Iteration 137Q: 3 clusters Score -5.887092e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335751 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -58870956.000000 Penalty: 15611.675781
	Iteration 138Q: 3 clusters Score -5.887096e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335752 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -58870960.000000 Penalty: 15611.675781
	Iteration 139Q: 3 clusters Score -5.887096e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335753 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -58870968.000000 Penalty: 15611.675781
	Iteration 140F: 3 clusters Score -5.887097e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335754 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -58870952.000000 Penalty: 15611.675781
	Iteration 141Q: 3 clusters Score -5.887095e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335757 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -58870956.000000 Penalty: 15611.675781
	Iteration 142Q: 3 clusters Score -5.887096e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335760 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -58870952.000000 Penalty: 15611.675781
	Iteration 143Q: 3 clusters Score -5.887095e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335764 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -58870980.000000 Penalty: 15611.675781
	Iteration 144Q: 3 clusters Score -5.887098e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335771 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -58870960.000000 Penalty: 15611.675781
	Iteration 145Q: 3 clusters Score -5.887096e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335777 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -58870976.000000 Penalty: 15611.675781
	Iteration 146Q: 3 clusters Score -5.887098e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335783 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -58871016.000000 Penalty: 15611.675781
	Iteration 147Q: 3 clusters Score -5.887102e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335791 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -58871040.000000 Penalty: 15611.675781
	Iteration 148Q: 3 clusters Score -5.887104e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335795 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -58871068.000000 Penalty: 15611.675781
	Iteration 149Q: 3 clusters Score -5.887107e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335801 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -58871036.000000 Penalty: 15611.675781
	Iteration 150Q: 3 clusters Score -5.887104e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335810 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -58871060.000000 Penalty: 15611.675781
	Iteration 151Q: 3 clusters Score -5.887106e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335817 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -58871068.000000 Penalty: 15611.675781
	Iteration 152Q: 3 clusters Score -5.887107e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335822 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -58871080.000000 Penalty: 15611.675781
	Iteration 153Q: 3 clusters Score -5.887108e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335825 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -58871064.000000 Penalty: 15611.675781
	Iteration 154Q: 3 clusters Score -5.887106e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335832 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -58871092.000000 Penalty: 15611.675781
	Iteration 155Q: 3 clusters Score -5.887109e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335842 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -58871088.000000 Penalty: 15611.675781
	Iteration 156Q: 3 clusters Score -5.887109e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335851 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -58871120.000000 Penalty: 15611.675781
	Iteration 157Q: 3 clusters Score -5.887112e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335856 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -58871104.000000 Penalty: 15611.675781
	Iteration 158Q: 3 clusters Score -5.88711e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335864 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -58871148.000000 Penalty: 15611.675781
	Iteration 159Q: 3 clusters Score -5.887115e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335871 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -58871108.000000 Penalty: 15611.675781
	Iteration 160F: 3 clusters Score -5.887111e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335878 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -58871096.000000 Penalty: 15611.675781
	Iteration 161Q: 3 clusters Score -5.88711e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335883 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -58871112.000000 Penalty: 15611.675781
	Iteration 162Q: 3 clusters Score -5.887111e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335892 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -58871136.000000 Penalty: 15611.675781
	Iteration 163Q: 3 clusters Score -5.887114e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335896 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -58871096.000000 Penalty: 15611.675781
	Iteration 164Q: 3 clusters Score -5.88711e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335905 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -58871124.000000 Penalty: 15611.675781
	Iteration 165Q: 3 clusters Score -5.887112e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335912 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -58871124.000000 Penalty: 15611.675781
	Iteration 166Q: 3 clusters Score -5.887112e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335917 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -58871088.000000 Penalty: 15611.675781
	Iteration 167Q: 3 clusters Score -5.887109e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335922 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -58871072.000000 Penalty: 15611.675781
	Iteration 168Q: 3 clusters Score -5.887107e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335926 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -58871100.000000 Penalty: 15611.675781
	Iteration 169Q: 3 clusters Score -5.88711e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335926 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -58871100.000000 Penalty: 15611.675781
	Iteration 170Q: 3 clusters Score -5.88711e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335931 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -58871112.000000 Penalty: 15611.675781
	Iteration 171Q: 3 clusters Score -5.887111e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335932 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -58871100.000000 Penalty: 15611.675781
	Iteration 172Q: 3 clusters Score -5.88711e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335935 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -58871104.000000 Penalty: 15611.675781
	Iteration 173Q: 3 clusters Score -5.88711e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335938 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -58871092.000000 Penalty: 15611.675781
	Iteration 174Q: 3 clusters Score -5.887109e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335943 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -58871096.000000 Penalty: 15611.675781
	Iteration 175Q: 3 clusters Score -5.88711e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335947 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -58871092.000000 Penalty: 15611.675781
	Iteration 176Q: 3 clusters Score -5.887109e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335952 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -58871096.000000 Penalty: 15611.675781
	Iteration 177Q: 3 clusters Score -5.88711e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335958 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -58871096.000000 Penalty: 15611.675781
	Iteration 178Q: 3 clusters Score -5.88711e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335960 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -58871140.000000 Penalty: 15611.675781
	Iteration 179Q: 3 clusters Score -5.887114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335961 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -58871120.000000 Penalty: 15611.675781
	Iteration 180F: 3 clusters Score -5.887112e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335960 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -58871112.000000 Penalty: 15611.675781
	Iteration 181Q: 3 clusters Score -5.887111e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335960 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -58871132.000000 Penalty: 15611.675781
	Iteration 182Q: 3 clusters Score -5.887113e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335962 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -58871120.000000 Penalty: 15611.675781
	Iteration 183Q: 3 clusters Score -5.887112e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335966 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -58871140.000000 Penalty: 15611.675781
	Iteration 184Q: 3 clusters Score -5.887114e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335967 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -58871136.000000 Penalty: 15611.675781
	Iteration 185Q: 3 clusters Score -5.887114e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335968 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -58871152.000000 Penalty: 15611.675781
	Iteration 186Q: 3 clusters Score -5.887115e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335970 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -58871152.000000 Penalty: 15611.675781
	Iteration 187Q: 3 clusters Score -5.887115e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335974 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -58871152.000000 Penalty: 15611.675781
	Iteration 188Q: 3 clusters Score -5.887115e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335974 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -58871152.000000 Penalty: 15611.675781
	Iteration 189F: 3 clusters Score -5.887115e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (73753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73753 members 
Entering Unmasked Estep 
Score: -12917385.000000 Penalty: 6865.192383
	Iteration 0F: 2 clusters Score -1.291738e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37021 members 
Mstep: Class 2 contains 36732 members 
Entering Unmasked Estep 
Score: -12866164.000000 Penalty: 13730.384766
	Iteration 0F: 3 clusters Score -1.286616e+07 nChanged 33092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37851 members 
Mstep: Class 2 contains 35902 members 
Entering Unmasked Estep 
Score: -12884458.000000 Penalty: 13730.384766
	Iteration 1F: 3 clusters Score -1.288446e+07 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38361 members 
Mstep: Class 2 contains 35392 members 
Entering Unmasked Estep 
Score: -12885515.000000 Penalty: 13730.384766
	Iteration 2Q: 3 clusters Score -1.288552e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39079 members 
Mstep: Class 2 contains 34674 members 
Entering Unmasked Estep 
Score: -12886483.000000 Penalty: 13730.384766
	Iteration 3Q: 3 clusters Score -1.288648e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40003 members 
Mstep: Class 2 contains 33750 members 
Entering Unmasked Estep 
Score: -12887477.000000 Penalty: 13730.384766
	Iteration 4Q: 3 clusters Score -1.288748e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41237 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -12888598.000000 Penalty: 13730.384766
	Iteration 5Q: 3 clusters Score -1.28886e+07 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42859 members 
Mstep: Class 2 contains 30894 members 
Entering Unmasked Estep 
Score: -12889918.000000 Penalty: 13730.384766
	Iteration 6Q: 3 clusters Score -1.288992e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44995 members 
Mstep: Class 2 contains 28758 members 
Entering Unmasked Estep 
Score: -12891707.000000 Penalty: 13730.384766
	Iteration 7Q: 3 clusters Score -1.289171e+07 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47724 members 
Mstep: Class 2 contains 26029 members 
Entering Unmasked Estep 
Score: -12894226.000000 Penalty: 13730.384766
	Iteration 8F: 3 clusters Score -1.289423e+07 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50879 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -12897517.000000 Penalty: 13730.384766
	Iteration 9F: 3 clusters Score -1.289752e+07 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54073 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -12901260.000000 Penalty: 13730.384766
	Iteration 10F: 3 clusters Score -1.290126e+07 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56808 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -12904774.000000 Penalty: 13730.384766
	Iteration 11F: 3 clusters Score -1.290477e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58604 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -12907128.000000 Penalty: 13730.384766
	Iteration 12Q: 3 clusters Score -1.290713e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59800 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -12908491.000000 Penalty: 13730.384766
	Iteration 13Q: 3 clusters Score -1.290849e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60738 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -12909291.000000 Penalty: 13730.384766
	Iteration 14Q: 3 clusters Score -1.290929e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61521 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -12909951.000000 Penalty: 13730.384766
	Iteration 15Q: 3 clusters Score -1.290995e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62219 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -12910600.000000 Penalty: 13730.384766
	Iteration 16Q: 3 clusters Score -1.29106e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62840 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -12911093.000000 Penalty: 13730.384766
	Iteration 17Q: 3 clusters Score -1.291109e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63338 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -12911392.000000 Penalty: 13730.384766
	Iteration 18Q: 3 clusters Score -1.291139e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63719 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -12911554.000000 Penalty: 13730.384766
	Iteration 19Q: 3 clusters Score -1.291155e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64056 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -12911725.000000 Penalty: 13730.384766
	Iteration 20F: 3 clusters Score -1.291172e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64327 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -12911813.000000 Penalty: 13730.384766
	Iteration 21Q: 3 clusters Score -1.291181e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64523 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -12911880.000000 Penalty: 13730.384766
	Iteration 22Q: 3 clusters Score -1.291188e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64683 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -12911929.000000 Penalty: 13730.384766
	Iteration 23Q: 3 clusters Score -1.291193e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64803 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -12911940.000000 Penalty: 13730.384766
	Iteration 24Q: 3 clusters Score -1.291194e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64902 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -12911973.000000 Penalty: 13730.384766
	Iteration 25Q: 3 clusters Score -1.291197e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64991 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -12911966.000000 Penalty: 13730.384766
	Iteration 26Q: 3 clusters Score -1.291197e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65064 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -12911985.000000 Penalty: 13730.384766
	Iteration 27Q: 3 clusters Score -1.291198e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65121 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -12911997.000000 Penalty: 13730.384766
	Iteration 28Q: 3 clusters Score -1.2912e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65167 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -12911988.000000 Penalty: 13730.384766
	Iteration 29Q: 3 clusters Score -1.291199e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65219 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -12911990.000000 Penalty: 13730.384766
	Iteration 30Q: 3 clusters Score -1.291199e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65261 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -12911989.000000 Penalty: 13730.384766
	Iteration 31Q: 3 clusters Score -1.291199e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65295 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -12911998.000000 Penalty: 13730.384766
	Iteration 32Q: 3 clusters Score -1.2912e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65319 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -12912008.000000 Penalty: 13730.384766
	Iteration 33Q: 3 clusters Score -1.291201e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65341 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -12912007.000000 Penalty: 13730.384766
	Iteration 34Q: 3 clusters Score -1.291201e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65358 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -12912025.000000 Penalty: 13730.384766
	Iteration 35Q: 3 clusters Score -1.291202e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65375 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -12912025.000000 Penalty: 13730.384766
	Iteration 36Q: 3 clusters Score -1.291202e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65383 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -12912012.000000 Penalty: 13730.384766
	Iteration 37Q: 3 clusters Score -1.291201e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65391 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -12912021.000000 Penalty: 13730.384766
	Iteration 38Q: 3 clusters Score -1.291202e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65406 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -12912024.000000 Penalty: 13730.384766
	Iteration 39Q: 3 clusters Score -1.291202e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65429 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -12912045.000000 Penalty: 13730.384766
	Iteration 40F: 3 clusters Score -1.291204e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65455 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -12912037.000000 Penalty: 13730.384766
	Iteration 41Q: 3 clusters Score -1.291204e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65471 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -12912044.000000 Penalty: 13730.384766
	Iteration 42Q: 3 clusters Score -1.291204e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65489 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -12912047.000000 Penalty: 13730.384766
	Iteration 43Q: 3 clusters Score -1.291205e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65506 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -12912053.000000 Penalty: 13730.384766
	Iteration 44Q: 3 clusters Score -1.291205e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65520 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -12912063.000000 Penalty: 13730.384766
	Iteration 45Q: 3 clusters Score -1.291206e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65529 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -12912060.000000 Penalty: 13730.384766
	Iteration 46Q: 3 clusters Score -1.291206e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65540 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -12912071.000000 Penalty: 13730.384766
	Iteration 47Q: 3 clusters Score -1.291207e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65548 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -12912064.000000 Penalty: 13730.384766
	Iteration 48Q: 3 clusters Score -1.291206e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65556 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -12912049.000000 Penalty: 13730.384766
	Iteration 49Q: 3 clusters Score -1.291205e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65564 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -12912049.000000 Penalty: 13730.384766
	Iteration 50Q: 3 clusters Score -1.291205e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65570 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -12912040.000000 Penalty: 13730.384766
	Iteration 51Q: 3 clusters Score -1.291204e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65576 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -12912049.000000 Penalty: 13730.384766
	Iteration 52Q: 3 clusters Score -1.291205e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65578 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -12912040.000000 Penalty: 13730.384766
	Iteration 53Q: 3 clusters Score -1.291204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65580 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -12912044.000000 Penalty: 13730.384766
	Iteration 54Q: 3 clusters Score -1.291204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65582 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -12912048.000000 Penalty: 13730.384766
	Iteration 55Q: 3 clusters Score -1.291205e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65584 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -12912063.000000 Penalty: 13730.384766
	Iteration 56Q: 3 clusters Score -1.291206e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65587 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -12912045.000000 Penalty: 13730.384766
	Iteration 57Q: 3 clusters Score -1.291204e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65590 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -12912055.000000 Penalty: 13730.384766
	Iteration 58Q: 3 clusters Score -1.291206e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65593 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -12912051.000000 Penalty: 13730.384766
	Iteration 59Q: 3 clusters Score -1.291205e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65596 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -12912055.000000 Penalty: 13730.384766
	Iteration 60F: 3 clusters Score -1.291206e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65600 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -12912056.000000 Penalty: 13730.384766
	Iteration 61Q: 3 clusters Score -1.291206e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65606 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -12912058.000000 Penalty: 13730.384766
	Iteration 62Q: 3 clusters Score -1.291206e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65611 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -12912048.000000 Penalty: 13730.384766
	Iteration 63Q: 3 clusters Score -1.291205e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65615 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -12912047.000000 Penalty: 13730.384766
	Iteration 64Q: 3 clusters Score -1.291205e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65620 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -12912061.000000 Penalty: 13730.384766
	Iteration 65Q: 3 clusters Score -1.291206e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65626 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -12912058.000000 Penalty: 13730.384766
	Iteration 66Q: 3 clusters Score -1.291206e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65631 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -12912057.000000 Penalty: 13730.384766
	Iteration 67Q: 3 clusters Score -1.291206e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65635 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -12912050.000000 Penalty: 13730.384766
	Iteration 68Q: 3 clusters Score -1.291205e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65642 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -12912053.000000 Penalty: 13730.384766
	Iteration 69Q: 3 clusters Score -1.291205e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65651 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -12912059.000000 Penalty: 13730.384766
	Iteration 70Q: 3 clusters Score -1.291206e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65657 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -12912071.000000 Penalty: 13730.384766
	Iteration 71Q: 3 clusters Score -1.291207e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65661 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -12912071.000000 Penalty: 13730.384766
	Iteration 72Q: 3 clusters Score -1.291207e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65667 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -12912071.000000 Penalty: 13730.384766
	Iteration 73Q: 3 clusters Score -1.291207e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65672 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -12912072.000000 Penalty: 13730.384766
	Iteration 74Q: 3 clusters Score -1.291207e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65675 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -12912065.000000 Penalty: 13730.384766
	Iteration 75Q: 3 clusters Score -1.291206e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65679 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -12912075.000000 Penalty: 13730.384766
	Iteration 76Q: 3 clusters Score -1.291208e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65683 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -12912062.000000 Penalty: 13730.384766
	Iteration 77Q: 3 clusters Score -1.291206e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65687 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -12912067.000000 Penalty: 13730.384766
	Iteration 78Q: 3 clusters Score -1.291207e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65694 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -12912060.000000 Penalty: 13730.384766
	Iteration 79Q: 3 clusters Score -1.291206e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65696 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -12912063.000000 Penalty: 13730.384766
	Iteration 80F: 3 clusters Score -1.291206e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65697 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -12912066.000000 Penalty: 13730.384766
	Iteration 81Q: 3 clusters Score -1.291207e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65698 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -12912063.000000 Penalty: 13730.384766
	Iteration 82Q: 3 clusters Score -1.291206e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65698 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -12912063.000000 Penalty: 13730.384766
	Iteration 83F: 3 clusters Score -1.291206e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (127225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127225 members 
Entering Unmasked Estep 
Score: -21781360.000000 Penalty: 7199.148926
	Iteration 0F: 2 clusters Score -2.178136e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63712 members 
Mstep: Class 2 contains 63513 members 
Entering Unmasked Estep 
Score: -21695018.000000 Penalty: 14398.297852
	Iteration 0F: 3 clusters Score -2.169502e+07 nChanged 58850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63992 members 
Mstep: Class 2 contains 63233 members 
Entering Unmasked Estep 
Score: -21728388.000000 Penalty: 14398.297852
	Iteration 1F: 3 clusters Score -2.172839e+07 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64372 members 
Mstep: Class 2 contains 62853 members 
Entering Unmasked Estep 
Score: -21729994.000000 Penalty: 14398.297852
	Iteration 2Q: 3 clusters Score -2.172999e+07 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64745 members 
Mstep: Class 2 contains 62480 members 
Entering Unmasked Estep 
Score: -21732254.000000 Penalty: 14398.297852
	Iteration 3Q: 3 clusters Score -2.173225e+07 nChanged 5784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64931 members 
Mstep: Class 2 contains 62294 members 
Entering Unmasked Estep 
Score: -21735340.000000 Penalty: 14398.297852
	Iteration 4Q: 3 clusters Score -2.173534e+07 nChanged 6697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64836 members 
Mstep: Class 2 contains 62389 members 
Entering Unmasked Estep 
Score: -21740114.000000 Penalty: 14398.297852
	Iteration 5F: 3 clusters Score -2.174011e+07 nChanged 7955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63927 members 
Mstep: Class 2 contains 63298 members 
Entering Unmasked Estep 
Score: -21747980.000000 Penalty: 14398.297852
	Iteration 6F: 3 clusters Score -2.174798e+07 nChanged 9722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61455 members 
Mstep: Class 2 contains 65770 members 
Entering Unmasked Estep 
Score: -21759650.000000 Penalty: 14398.297852
	Iteration 7F: 3 clusters Score -2.175965e+07 nChanged 10666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56289 members 
Mstep: Class 2 contains 70936 members 
Entering Unmasked Estep 
Score: -21769718.000000 Penalty: 14398.297852
	Iteration 8F: 3 clusters Score -2.176972e+07 nChanged 10069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49224 members 
Mstep: Class 2 contains 78001 members 
Entering Unmasked Estep 
Score: -21778078.000000 Penalty: 14398.297852
	Iteration 9F: 3 clusters Score -2.177808e+07 nChanged 8342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41984 members 
Mstep: Class 2 contains 85241 members 
Entering Unmasked Estep 
Score: -21785404.000000 Penalty: 14398.297852
	Iteration 10F: 3 clusters Score -2.17854e+07 nChanged 6546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35712 members 
Mstep: Class 2 contains 91513 members 
Entering Unmasked Estep 
Score: -21791552.000000 Penalty: 14398.297852
	Iteration 11F: 3 clusters Score -2.179155e+07 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31013 members 
Mstep: Class 2 contains 96212 members 
Entering Unmasked Estep 
Score: -21796390.000000 Penalty: 14398.297852
	Iteration 12Q: 3 clusters Score -2.179639e+07 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27637 members 
Mstep: Class 2 contains 99588 members 
Entering Unmasked Estep 
Score: -21800226.000000 Penalty: 14398.297852
	Iteration 13Q: 3 clusters Score -2.180023e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 101986 members 
Entering Unmasked Estep 
Score: -21802452.000000 Penalty: 14398.297852
	Iteration 14Q: 3 clusters Score -2.180245e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23512 members 
Mstep: Class 2 contains 103713 members 
Entering Unmasked Estep 
Score: -21803914.000000 Penalty: 14398.297852
	Iteration 15Q: 3 clusters Score -2.180391e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 104961 members 
Entering Unmasked Estep 
Score: -21804808.000000 Penalty: 14398.297852
	Iteration 16Q: 3 clusters Score -2.180481e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 105808 members 
Entering Unmasked Estep 
Score: -21805494.000000 Penalty: 14398.297852
	Iteration 17Q: 3 clusters Score -2.180549e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 106419 members 
Entering Unmasked Estep 
Score: -21806036.000000 Penalty: 14398.297852
	Iteration 18Q: 3 clusters Score -2.180604e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 106837 members 
Entering Unmasked Estep 
Score: -21806226.000000 Penalty: 14398.297852
	Iteration 19Q: 3 clusters Score -2.180623e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 107135 members 
Entering Unmasked Estep 
Score: -21806366.000000 Penalty: 14398.297852
	Iteration 20F: 3 clusters Score -2.180637e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 107326 members 
Entering Unmasked Estep 
Score: -21806510.000000 Penalty: 14398.297852
	Iteration 21Q: 3 clusters Score -2.180651e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 107450 members 
Entering Unmasked Estep 
Score: -21806624.000000 Penalty: 14398.297852
	Iteration 22Q: 3 clusters Score -2.180662e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 107543 members 
Entering Unmasked Estep 
Score: -21806680.000000 Penalty: 14398.297852
	Iteration 23Q: 3 clusters Score -2.180668e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 107622 members 
Entering Unmasked Estep 
Score: -21806678.000000 Penalty: 14398.297852
	Iteration 24Q: 3 clusters Score -2.180668e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 107664 members 
Entering Unmasked Estep 
Score: -21806656.000000 Penalty: 14398.297852
	Iteration 25Q: 3 clusters Score -2.180666e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 107685 members 
Entering Unmasked Estep 
Score: -21806686.000000 Penalty: 14398.297852
	Iteration 26Q: 3 clusters Score -2.180669e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 107698 members 
Entering Unmasked Estep 
Score: -21806686.000000 Penalty: 14398.297852
	Iteration 27Q: 3 clusters Score -2.180669e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 107702 members 
Entering Unmasked Estep 
Score: -21806690.000000 Penalty: 14398.297852
	Iteration 28Q: 3 clusters Score -2.180669e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 107708 members 
Entering Unmasked Estep 
Score: -21806688.000000 Penalty: 14398.297852
	Iteration 29Q: 3 clusters Score -2.180669e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 107710 members 
Entering Unmasked Estep 
Score: -21806694.000000 Penalty: 14398.297852
	Iteration 30Q: 3 clusters Score -2.180669e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 107712 members 
Entering Unmasked Estep 
Score: -21806678.000000 Penalty: 14398.297852
	Iteration 31Q: 3 clusters Score -2.180668e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 107713 members 
Entering Unmasked Estep 
Score: -21806680.000000 Penalty: 14398.297852
	Iteration 32Q: 3 clusters Score -2.180668e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 107715 members 
Entering Unmasked Estep 
Score: -21806694.000000 Penalty: 14398.297852
	Iteration 33Q: 3 clusters Score -2.180669e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 107716 members 
Entering Unmasked Estep 
Score: -21806686.000000 Penalty: 14398.297852
	Iteration 34Q: 3 clusters Score -2.180669e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 107717 members 
Entering Unmasked Estep 
Score: -21806682.000000 Penalty: 14398.297852
	Iteration 35Q: 3 clusters Score -2.180668e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 107718 members 
Entering Unmasked Estep 
Score: -21806674.000000 Penalty: 14398.297852
	Iteration 36Q: 3 clusters Score -2.180667e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 107718 members 
Entering Unmasked Estep 
Score: -21806674.000000 Penalty: 14398.297852
	Iteration 37F: 3 clusters Score -2.180667e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 26670 members 
Mstep: Class 3 contains 107718 members 
Mstep: Class 4 contains 14845 members 
Mstep: Class 5 contains 2449 members 
Mstep: Class 6 contains 22558 members 
Mstep: Class 9 contains 74751 members 
Mstep: Class 12 contains 70971 members 
Mstep: Class 13 contains 519421 members 
Mstep: Class 14 contains 1352 members 
Mstep: Class 15 contains 1310 members 
Mstep: Class 16 contains 342568 members 
Mstep: Class 18 contains 73753 members 
Mstep: Class 19 contains 19507 members 
Mstep: Class 20 contains 9746 members 
Mstep: Class 21 contains 2699 members 
Mstep: Class 22 contains 5548 members 
Mstep: Class 23 contains 56699 members 
Mstep: Class 24 contains 952 members 
Entering Unmasked Estep 
Score: -233299408.000000 Penalty: 164477.890625
Splitting cluster 19 changes total score from -233281424.000000 to -233299408.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 20 (9746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Entering Unmasked Estep 
Score: -1570197.750000 Penalty: 5625.575195
	Iteration 0F: 2 clusters Score -1570198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1560062.750000 Penalty: 11251.150391
	Iteration 0F: 3 clusters Score -1560063 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1562239.875000 Penalty: 11251.150391
	Iteration 1F: 3 clusters Score -1562240 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1562739.875000 Penalty: 11251.150391
	Iteration 2F: 3 clusters Score -1562740 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1563078.875000 Penalty: 11251.150391
	Iteration 3F: 3 clusters Score -1563079 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1563378.000000 Penalty: 11251.150391
	Iteration 4Q: 3 clusters Score -1563378 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1563712.875000 Penalty: 11251.150391
	Iteration 5Q: 3 clusters Score -1563713 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1564009.125000 Penalty: 11251.150391
	Iteration 6Q: 3 clusters Score -1564009 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1564218.250000 Penalty: 11251.150391
	Iteration 7Q: 3 clusters Score -1564218 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1564378.000000 Penalty: 11251.150391
	Iteration 8Q: 3 clusters Score -1564378 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1564512.125000 Penalty: 11251.150391
	Iteration 9Q: 3 clusters Score -1564512 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1564618.750000 Penalty: 11251.150391
	Iteration 10Q: 3 clusters Score -1564619 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1564713.375000 Penalty: 11251.150391
	Iteration 11Q: 3 clusters Score -1564713 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1564806.375000 Penalty: 11251.150391
	Iteration 12Q: 3 clusters Score -1564806 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1564898.000000 Penalty: 11251.150391
	Iteration 13Q: 3 clusters Score -1564898 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1564990.375000 Penalty: 11251.150391
	Iteration 14Q: 3 clusters Score -1564990 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1565098.500000 Penalty: 11251.150391
	Iteration 15Q: 3 clusters Score -1565098 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1565218.250000 Penalty: 11251.150391
	Iteration 16Q: 3 clusters Score -1565218 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1565349.750000 Penalty: 11251.150391
	Iteration 17Q: 3 clusters Score -1565350 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1565499.125000 Penalty: 11251.150391
	Iteration 18Q: 3 clusters Score -1565499 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1565639.875000 Penalty: 11251.150391
	Iteration 19Q: 3 clusters Score -1565640 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1565757.250000 Penalty: 11251.150391
	Iteration 20F: 3 clusters Score -1565757 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1565882.250000 Penalty: 11251.150391
	Iteration 21Q: 3 clusters Score -1565882 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1566027.375000 Penalty: 11251.150391
	Iteration 22Q: 3 clusters Score -1566027 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1566158.875000 Penalty: 11251.150391
	Iteration 23Q: 3 clusters Score -1566159 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1566280.375000 Penalty: 11251.150391
	Iteration 24Q: 3 clusters Score -1566280 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1566410.625000 Penalty: 11251.150391
	Iteration 25Q: 3 clusters Score -1566411 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1566540.125000 Penalty: 11251.150391
	Iteration 26Q: 3 clusters Score -1566540 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1566670.125000 Penalty: 11251.150391
	Iteration 27Q: 3 clusters Score -1566670 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1566777.500000 Penalty: 11251.150391
	Iteration 28Q: 3 clusters Score -1566778 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1566878.125000 Penalty: 11251.150391
	Iteration 29Q: 3 clusters Score -1566878 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1566966.125000 Penalty: 11251.150391
	Iteration 30Q: 3 clusters Score -1566966 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1567038.875000 Penalty: 11251.150391
	Iteration 31Q: 3 clusters Score -1567039 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1567097.500000 Penalty: 11251.150391
	Iteration 32Q: 3 clusters Score -1567098 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1567136.125000 Penalty: 11251.150391
	Iteration 33Q: 3 clusters Score -1567136 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1567174.000000 Penalty: 11251.150391
	Iteration 34Q: 3 clusters Score -1567174 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1567204.250000 Penalty: 11251.150391
	Iteration 35Q: 3 clusters Score -1567204 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1567232.000000 Penalty: 11251.150391
	Iteration 36Q: 3 clusters Score -1567232 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1567247.875000 Penalty: 11251.150391
	Iteration 37Q: 3 clusters Score -1567248 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1567263.375000 Penalty: 11251.150391
	Iteration 38Q: 3 clusters Score -1567263 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1567283.125000 Penalty: 11251.150391
	Iteration 39Q: 3 clusters Score -1567283 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1567297.375000 Penalty: 11251.150391
	Iteration 40F: 3 clusters Score -1567297 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1567327.750000 Penalty: 11251.150391
	Iteration 41Q: 3 clusters Score -1567328 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1567343.750000 Penalty: 11251.150391
	Iteration 42Q: 3 clusters Score -1567344 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1567355.250000 Penalty: 11251.150391
	Iteration 43Q: 3 clusters Score -1567355 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1567370.500000 Penalty: 11251.150391
	Iteration 44Q: 3 clusters Score -1567370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1567375.625000 Penalty: 11251.150391
	Iteration 45Q: 3 clusters Score -1567376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1567383.500000 Penalty: 11251.150391
	Iteration 46Q: 3 clusters Score -1567384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1567389.625000 Penalty: 11251.150391
	Iteration 47Q: 3 clusters Score -1567390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1567390.000000 Penalty: 11251.150391
	Iteration 48Q: 3 clusters Score -1567390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1567388.875000 Penalty: 11251.150391
	Iteration 49Q: 3 clusters Score -1567389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1567397.375000 Penalty: 11251.150391
	Iteration 50Q: 3 clusters Score -1567397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1567394.625000 Penalty: 11251.150391
	Iteration 51Q: 3 clusters Score -1567395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1567398.250000 Penalty: 11251.150391
	Iteration 52Q: 3 clusters Score -1567398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1567398.125000 Penalty: 11251.150391
	Iteration 53Q: 3 clusters Score -1567398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1567398.125000 Penalty: 11251.150391
	Iteration 54F: 3 clusters Score -1567398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Entering Unmasked Estep 
Score: -423453.093750 Penalty: 4839.140137
	Iteration 0F: 2 clusters Score -423453.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -418085.843750 Penalty: 9678.280273
	Iteration 0F: 3 clusters Score -418085.8 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -419479.000000 Penalty: 9678.280273
	Iteration 1F: 3 clusters Score -419479 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -420133.625000 Penalty: 9678.280273
	Iteration 2F: 3 clusters Score -420133.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -420575.593750 Penalty: 9678.280273
	Iteration 3F: 3 clusters Score -420575.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -420836.593750 Penalty: 9678.280273
	Iteration 4Q: 3 clusters Score -420836.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -420988.187500 Penalty: 9678.280273
	Iteration 5Q: 3 clusters Score -420988.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -421152.968750 Penalty: 9678.280273
	Iteration 6Q: 3 clusters Score -421153 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -421325.437500 Penalty: 9678.280273
	Iteration 7Q: 3 clusters Score -421325.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -421573.375000 Penalty: 9678.280273
	Iteration 8Q: 3 clusters Score -421573.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -421823.562500 Penalty: 9678.280273
	Iteration 9Q: 3 clusters Score -421823.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -422111.875000 Penalty: 9678.280273
	Iteration 10Q: 3 clusters Score -422111.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -422593.343750 Penalty: 9678.280273
	Iteration 11Q: 3 clusters Score -422593.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -422961.875000 Penalty: 9678.280273
	Iteration 12Q: 3 clusters Score -422961.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -423162.187500 Penalty: 9678.280273
	Iteration 13Q: 3 clusters Score -423162.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -423404.343750 Penalty: 9678.280273
	Iteration 14Q: 3 clusters Score -423404.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -423652.187500 Penalty: 9678.280273
	Iteration 15Q: 3 clusters Score -423652.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -423949.593750 Penalty: 9678.280273
	Iteration 16Q: 3 clusters Score -423949.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -424308.781250 Penalty: 9678.280273
	Iteration 17Q: 3 clusters Score -424308.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -424757.625000 Penalty: 9678.280273
	Iteration 18Q: 3 clusters Score -424757.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -425145.937500 Penalty: 9678.280273
	Iteration 19Q: 3 clusters Score -425145.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -425444.437500 Penalty: 9678.280273
	Iteration 20F: 3 clusters Score -425444.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -425883.125000 Penalty: 9678.280273
	Iteration 21Q: 3 clusters Score -425883.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -426472.312500 Penalty: 9678.280273
	Iteration 22Q: 3 clusters Score -426472.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -426531.812500 Penalty: 9678.280273
	Iteration 23Q: 3 clusters Score -426531.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -426555.656250 Penalty: 9678.280273
	Iteration 24Q: 3 clusters Score -426555.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -426588.937500 Penalty: 9678.280273
	Iteration 25Q: 3 clusters Score -426588.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -426619.562500 Penalty: 9678.280273
	Iteration 26Q: 3 clusters Score -426619.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -426655.687500 Penalty: 9678.280273
	Iteration 27Q: 3 clusters Score -426655.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -426707.125000 Penalty: 9678.280273
	Iteration 28Q: 3 clusters Score -426707.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -426727.843750 Penalty: 9678.280273
	Iteration 29Q: 3 clusters Score -426727.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -426730.375000 Penalty: 9678.280273
	Iteration 30Q: 3 clusters Score -426730.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -426730.875000 Penalty: 9678.280273
	Iteration 31F: 3 clusters Score -426730.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -426732.937500 Penalty: 9678.280273
	Iteration 32Q: 3 clusters Score -426732.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -426732.937500 Penalty: 9678.280273
	Iteration 33F: 3 clusters Score -426732.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 26670 members 
Mstep: Class 3 contains 107718 members 
Mstep: Class 4 contains 14845 members 
Mstep: Class 5 contains 2449 members 
Mstep: Class 6 contains 22558 members 
Mstep: Class 7 contains 1282 members 
Mstep: Class 9 contains 74751 members 
Mstep: Class 12 contains 70971 members 
Mstep: Class 13 contains 519421 members 
Mstep: Class 14 contains 1352 members 
Mstep: Class 15 contains 1310 members 
Mstep: Class 16 contains 342568 members 
Mstep: Class 18 contains 73753 members 
Mstep: Class 19 contains 19507 members 
Mstep: Class 20 contains 9746 members 
Mstep: Class 21 contains 1417 members 
Mstep: Class 22 contains 5548 members 
Mstep: Class 23 contains 56699 members 
Mstep: Class 24 contains 952 members 
Entering Unmasked Estep 
Score: -233297616.000000 Penalty: 173134.625000
Splitting cluster 21 changes total score from -233281424.000000 to -233297616.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 22 (5548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Entering Unmasked Estep 
Score: -938597.500000 Penalty: 5280.480469
	Iteration 0F: 2 clusters Score -938597.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -931206.437500 Penalty: 10560.960938
	Iteration 0F: 3 clusters Score -931206.4 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -932482.375000 Penalty: 10560.960938
	Iteration 1F: 3 clusters Score -932482.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -932779.125000 Penalty: 10560.960938
	Iteration 2F: 3 clusters Score -932779.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -932940.187500 Penalty: 10560.960938
	Iteration 3Q: 3 clusters Score -932940.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -933028.750000 Penalty: 10560.960938
	Iteration 4Q: 3 clusters Score -933028.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -933091.437500 Penalty: 10560.960938
	Iteration 5Q: 3 clusters Score -933091.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -933143.000000 Penalty: 10560.960938
	Iteration 6Q: 3 clusters Score -933143 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -933178.750000 Penalty: 10560.960938
	Iteration 7Q: 3 clusters Score -933178.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -933207.687500 Penalty: 10560.960938
	Iteration 8Q: 3 clusters Score -933207.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -933234.375000 Penalty: 10560.960938
	Iteration 9Q: 3 clusters Score -933234.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -933266.125000 Penalty: 10560.960938
	Iteration 10Q: 3 clusters Score -933266.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -933294.625000 Penalty: 10560.960938
	Iteration 11Q: 3 clusters Score -933294.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -933316.812500 Penalty: 10560.960938
	Iteration 12Q: 3 clusters Score -933316.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -933334.625000 Penalty: 10560.960938
	Iteration 13Q: 3 clusters Score -933334.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -933352.437500 Penalty: 10560.960938
	Iteration 14Q: 3 clusters Score -933352.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -933369.125000 Penalty: 10560.960938
	Iteration 15Q: 3 clusters Score -933369.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -933385.187500 Penalty: 10560.960938
	Iteration 16Q: 3 clusters Score -933385.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -933392.187500 Penalty: 10560.960938
	Iteration 17Q: 3 clusters Score -933392.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -933401.687500 Penalty: 10560.960938
	Iteration 18Q: 3 clusters Score -933401.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -933406.687500 Penalty: 10560.960938
	Iteration 19Q: 3 clusters Score -933406.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -933408.562500 Penalty: 10560.960938
	Iteration 20F: 3 clusters Score -933408.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -933412.437500 Penalty: 10560.960938
	Iteration 21Q: 3 clusters Score -933412.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -933418.562500 Penalty: 10560.960938
	Iteration 22Q: 3 clusters Score -933418.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -933425.187500 Penalty: 10560.960938
	Iteration 23Q: 3 clusters Score -933425.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -933424.625000 Penalty: 10560.960938
	Iteration 24Q: 3 clusters Score -933424.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -933430.562500 Penalty: 10560.960938
	Iteration 25Q: 3 clusters Score -933430.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -933433.187500 Penalty: 10560.960938
	Iteration 26Q: 3 clusters Score -933433.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -933436.937500 Penalty: 10560.960938
	Iteration 27Q: 3 clusters Score -933436.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -933441.187500 Penalty: 10560.960938
	Iteration 28Q: 3 clusters Score -933441.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -933444.125000 Penalty: 10560.960938
	Iteration 29Q: 3 clusters Score -933444.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -933447.437500 Penalty: 10560.960938
	Iteration 30Q: 3 clusters Score -933447.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -933448.500000 Penalty: 10560.960938
	Iteration 31Q: 3 clusters Score -933448.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -933452.375000 Penalty: 10560.960938
	Iteration 32Q: 3 clusters Score -933452.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -933453.375000 Penalty: 10560.960938
	Iteration 33Q: 3 clusters Score -933453.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -933455.375000 Penalty: 10560.960938
	Iteration 34Q: 3 clusters Score -933455.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -933455.750000 Penalty: 10560.960938
	Iteration 35Q: 3 clusters Score -933455.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -933457.250000 Penalty: 10560.960938
	Iteration 36Q: 3 clusters Score -933457.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -933457.687500 Penalty: 10560.960938
	Iteration 37Q: 3 clusters Score -933457.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -933457.687500 Penalty: 10560.960938
	Iteration 38F: 3 clusters Score -933457.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (56699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56699 members 
Entering Unmasked Estep 
Score: -9776394.000000 Penalty: 6704.125977
	Iteration 0F: 2 clusters Score -9776394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28288 members 
Mstep: Class 2 contains 28411 members 
Entering Unmasked Estep 
Score: -9736459.000000 Penalty: 13408.251953
	Iteration 0F: 3 clusters Score -9736459 nChanged 25122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27616 members 
Mstep: Class 2 contains 29083 members 
Entering Unmasked Estep 
Score: -9749622.000000 Penalty: 13408.251953
	Iteration 1F: 3 clusters Score -9749622 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27136 members 
Mstep: Class 2 contains 29563 members 
Entering Unmasked Estep 
Score: -9750558.000000 Penalty: 13408.251953
	Iteration 2Q: 3 clusters Score -9750558 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26551 members 
Mstep: Class 2 contains 30148 members 
Entering Unmasked Estep 
Score: -9751390.000000 Penalty: 13408.251953
	Iteration 3Q: 3 clusters Score -9751390 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 30850 members 
Entering Unmasked Estep 
Score: -9752190.000000 Penalty: 13408.251953
	Iteration 4Q: 3 clusters Score -9752190 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24886 members 
Mstep: Class 2 contains 31813 members 
Entering Unmasked Estep 
Score: -9752980.000000 Penalty: 13408.251953
	Iteration 5Q: 3 clusters Score -9752980 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 33065 members 
Entering Unmasked Estep 
Score: -9753891.000000 Penalty: 13408.251953
	Iteration 6Q: 3 clusters Score -9753891 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 34565 members 
Entering Unmasked Estep 
Score: -9754827.000000 Penalty: 13408.251953
	Iteration 7Q: 3 clusters Score -9754827 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 36334 members 
Entering Unmasked Estep 
Score: -9755983.000000 Penalty: 13408.251953
	Iteration 8Q: 3 clusters Score -9755983 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 38405 members 
Entering Unmasked Estep 
Score: -9757266.000000 Penalty: 13408.251953
	Iteration 9Q: 3 clusters Score -9757266 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 40823 members 
Entering Unmasked Estep 
Score: -9758868.000000 Penalty: 13408.251953
	Iteration 10Q: 3 clusters Score -9758868 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 43497 members 
Entering Unmasked Estep 
Score: -9760786.000000 Penalty: 13408.251953
	Iteration 11F: 3 clusters Score -9760786 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 46193 members 
Entering Unmasked Estep 
Score: -9762844.000000 Penalty: 13408.251953
	Iteration 12F: 3 clusters Score -9762844 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 48731 members 
Entering Unmasked Estep 
Score: -9764812.000000 Penalty: 13408.251953
	Iteration 13Q: 3 clusters Score -9764812 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 50851 members 
Entering Unmasked Estep 
Score: -9766450.000000 Penalty: 13408.251953
	Iteration 14Q: 3 clusters Score -9766450 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 52449 members 
Entering Unmasked Estep 
Score: -9767727.000000 Penalty: 13408.251953
	Iteration 15Q: 3 clusters Score -9767727 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 53564 members 
Entering Unmasked Estep 
Score: -9768581.000000 Penalty: 13408.251953
	Iteration 16Q: 3 clusters Score -9768581 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 54305 members 
Entering Unmasked Estep 
Score: -9769173.000000 Penalty: 13408.251953
	Iteration 17Q: 3 clusters Score -9769173 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 54764 members 
Entering Unmasked Estep 
Score: -9769541.000000 Penalty: 13408.251953
	Iteration 18Q: 3 clusters Score -9769541 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 55074 members 
Entering Unmasked Estep 
Score: -9769766.000000 Penalty: 13408.251953
	Iteration 19Q: 3 clusters Score -9769766 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 55264 members 
Entering Unmasked Estep 
Score: -9769958.000000 Penalty: 13408.251953
	Iteration 20F: 3 clusters Score -9769958 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 55410 members 
Entering Unmasked Estep 
Score: -9770099.000000 Penalty: 13408.251953
	Iteration 21Q: 3 clusters Score -9770099 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 55504 members 
Entering Unmasked Estep 
Score: -9770167.000000 Penalty: 13408.251953
	Iteration 22Q: 3 clusters Score -9770167 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 55568 members 
Entering Unmasked Estep 
Score: -9770266.000000 Penalty: 13408.251953
	Iteration 23Q: 3 clusters Score -9770266 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 55615 members 
Entering Unmasked Estep 
Score: -9770303.000000 Penalty: 13408.251953
	Iteration 24Q: 3 clusters Score -9770303 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 55665 members 
Entering Unmasked Estep 
Score: -9770360.000000 Penalty: 13408.251953
	Iteration 25Q: 3 clusters Score -9770360 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 55702 members 
Entering Unmasked Estep 
Score: -9770397.000000 Penalty: 13408.251953
	Iteration 26Q: 3 clusters Score -9770397 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 55721 members 
Entering Unmasked Estep 
Score: -9770422.000000 Penalty: 13408.251953
	Iteration 27Q: 3 clusters Score -9770422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 55733 members 
Entering Unmasked Estep 
Score: -9770433.000000 Penalty: 13408.251953
	Iteration 28Q: 3 clusters Score -9770433 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 55749 members 
Entering Unmasked Estep 
Score: -9770450.000000 Penalty: 13408.251953
	Iteration 29Q: 3 clusters Score -9770450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 55762 members 
Entering Unmasked Estep 
Score: -9770455.000000 Penalty: 13408.251953
	Iteration 30Q: 3 clusters Score -9770455 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 55770 members 
Entering Unmasked Estep 
Score: -9770478.000000 Penalty: 13408.251953
	Iteration 31Q: 3 clusters Score -9770478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 55782 members 
Entering Unmasked Estep 
Score: -9770485.000000 Penalty: 13408.251953
	Iteration 32Q: 3 clusters Score -9770485 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 55793 members 
Entering Unmasked Estep 
Score: -9770492.000000 Penalty: 13408.251953
	Iteration 33Q: 3 clusters Score -9770492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 55802 members 
Entering Unmasked Estep 
Score: -9770501.000000 Penalty: 13408.251953
	Iteration 34Q: 3 clusters Score -9770501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 55807 members 
Entering Unmasked Estep 
Score: -9770510.000000 Penalty: 13408.251953
	Iteration 35Q: 3 clusters Score -9770510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 55818 members 
Entering Unmasked Estep 
Score: -9770524.000000 Penalty: 13408.251953
	Iteration 36Q: 3 clusters Score -9770524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 55820 members 
Entering Unmasked Estep 
Score: -9770536.000000 Penalty: 13408.251953
	Iteration 37Q: 3 clusters Score -9770536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 55822 members 
Entering Unmasked Estep 
Score: -9770542.000000 Penalty: 13408.251953
	Iteration 38Q: 3 clusters Score -9770542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 55822 members 
Entering Unmasked Estep 
Score: -9770557.000000 Penalty: 13408.251953
	Iteration 39Q: 3 clusters Score -9770557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 55822 members 
Entering Unmasked Estep 
Score: -9770557.000000 Penalty: 13408.251953
	Iteration 40F: 3 clusters Score -9770557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Entering Unmasked Estep 
Score: -153742.968750 Penalty: 4200.871094
	Iteration 0F: 2 clusters Score -153743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -149719.250000 Penalty: 8401.742188
	Iteration 0F: 3 clusters Score -149719.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -150048.359375 Penalty: 8401.742188
	Iteration 1F: 3 clusters Score -150048.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -150142.984375 Penalty: 8401.742188
	Iteration 2Q: 3 clusters Score -150143 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -150175.468750 Penalty: 8401.742188
	Iteration 3Q: 3 clusters Score -150175.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -150200.671875 Penalty: 8401.742188
	Iteration 4Q: 3 clusters Score -150200.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -150207.218750 Penalty: 8401.742188
	Iteration 5Q: 3 clusters Score -150207.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -150210.281250 Penalty: 8401.742188
	Iteration 6Q: 3 clusters Score -150210.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -150210.281250 Penalty: 8401.742188
	Iteration 7F: 3 clusters Score -150210.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 26670 members 
Mstep: Class 4 contains 14845 members 
Mstep: Class 5 contains 2449 members 
Mstep: Class 6 contains 22558 members 
Mstep: Class 9 contains 74751 members 
Mstep: Class 12 contains 70971 members 
Mstep: Class 13 contains 519421 members 
Mstep: Class 14 contains 1352 members 
Mstep: Class 15 contains 1310 members 
Mstep: Class 16 contains 342568 members 
Mstep: Class 18 contains 73753 members 
Mstep: Class 19 contains 19507 members 
Mstep: Class 20 contains 9746 members 
Mstep: Class 21 contains 1417 members 
Mstep: Class 22 contains 5548 members 
Mstep: Class 23 contains 56699 members 
Mstep: Class 24 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233306064.000000 Penalty: 173134.625000
Iteration 39Q: 21 clusters Score -2.333061e+08 nChanged 37144
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 26606 members 
Mstep: Class 3 contains 108185 members 
Mstep: Class 4 contains 15018 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 22161 members 
Mstep: Class 7 contains 1280 members 
Mstep: Class 9 contains 77632 members 
Mstep: Class 12 contains 68188 members 
Mstep: Class 13 contains 536034 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1311 members 
Mstep: Class 16 contains 326867 members 
Mstep: Class 18 contains 72502 members 
Mstep: Class 19 contains 19545 members 
Mstep: Class 20 contains 9748 members 
Mstep: Class 21 contains 1423 members 
Mstep: Class 22 contains 5489 members 
Mstep: Class 23 contains 56321 members 
Mstep: Class 24 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233309408.000000 Penalty: 173134.625000
Iteration 40F: 21 clusters Score -2.333094e+08 nChanged 34986
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 26510 members 
Mstep: Class 3 contains 112902 members 
Mstep: Class 4 contains 15080 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 21748 members 
Mstep: Class 7 contains 1279 members 
Mstep: Class 9 contains 80284 members 
Mstep: Class 12 contains 65835 members 
Mstep: Class 13 contains 549980 members 
Mstep: Class 14 contains 1349 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 310725 members 
Mstep: Class 18 contains 70615 members 
Mstep: Class 19 contains 19704 members 
Mstep: Class 20 contains 9558 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5435 members 
Mstep: Class 23 contains 55420 members 
Mstep: Class 24 contains 920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233307072.000000 Penalty: 173134.625000
Iteration 41Q: 21 clusters Score -2.333071e+08 nChanged 30070
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 26430 members 
Mstep: Class 3 contains 116752 members 
Mstep: Class 4 contains 15223 members 
Mstep: Class 5 contains 2356 members 
Mstep: Class 6 contains 21364 members 
Mstep: Class 7 contains 1282 members 
Mstep: Class 9 contains 82655 members 
Mstep: Class 12 contains 63963 members 
Mstep: Class 13 contains 561614 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 296848 members 
Mstep: Class 18 contains 69001 members 
Mstep: Class 19 contains 19858 members 
Mstep: Class 20 contains 9459 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5369 members 
Mstep: Class 23 contains 54735 members 
Mstep: Class 24 contains 912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304048.000000 Penalty: 173134.625000
Iteration 42Q: 21 clusters Score -2.33304e+08 nChanged 26425
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 26378 members 
Mstep: Class 3 contains 120190 members 
Mstep: Class 4 contains 15362 members 
Mstep: Class 5 contains 2323 members 
Mstep: Class 6 contains 21010 members 
Mstep: Class 7 contains 1282 members 
Mstep: Class 9 contains 84742 members 
Mstep: Class 12 contains 62447 members 
Mstep: Class 13 contains 570711 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 285661 members 
Mstep: Class 18 contains 67492 members 
Mstep: Class 19 contains 19964 members 
Mstep: Class 20 contains 9412 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5317 members 
Mstep: Class 23 contains 54109 members 
Mstep: Class 24 contains 912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233303168.000000 Penalty: 173134.625000
Iteration 43Q: 21 clusters Score -2.333032e+08 nChanged 22790
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 26350 members 
Mstep: Class 3 contains 123326 members 
Mstep: Class 4 contains 15507 members 
Mstep: Class 5 contains 2293 members 
Mstep: Class 6 contains 20702 members 
Mstep: Class 7 contains 1282 members 
Mstep: Class 9 contains 86511 members 
Mstep: Class 12 contains 61199 members 
Mstep: Class 13 contains 577308 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 276979 members 
Mstep: Class 18 contains 66174 members 
Mstep: Class 19 contains 20038 members 
Mstep: Class 20 contains 9369 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5286 members 
Mstep: Class 23 contains 53632 members 
Mstep: Class 24 contains 910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233300352.000000 Penalty: 173134.625000
Iteration 44Q: 21 clusters Score -2.333004e+08 nChanged 19654
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 26346 members 
Mstep: Class 3 contains 126177 members 
Mstep: Class 4 contains 15626 members 
Mstep: Class 5 contains 2270 members 
Mstep: Class 6 contains 20408 members 
Mstep: Class 7 contains 1282 members 
Mstep: Class 9 contains 87959 members 
Mstep: Class 12 contains 60175 members 
Mstep: Class 13 contains 582032 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 270320 members 
Mstep: Class 18 contains 65067 members 
Mstep: Class 19 contains 20084 members 
Mstep: Class 20 contains 9323 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 5254 members 
Mstep: Class 23 contains 53210 members 
Mstep: Class 24 contains 909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233298752.000000 Penalty: 173134.625000
Iteration 45Q: 21 clusters Score -2.332988e+08 nChanged 16892
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 24137 members 
Mstep: Class 2 contains 26299 members 
Mstep: Class 3 contains 128753 members 
Mstep: Class 4 contains 15787 members 
Mstep: Class 5 contains 2242 members 
Mstep: Class 6 contains 20128 members 
Mstep: Class 7 contains 1282 members 
Mstep: Class 9 contains 89070 members 
Mstep: Class 12 contains 59238 members 
Mstep: Class 13 contains 585571 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 265247 members 
Mstep: Class 18 contains 64006 members 
Mstep: Class 19 contains 20106 members 
Mstep: Class 20 contains 9290 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 5233 members 
Mstep: Class 23 contains 52872 members 
Mstep: Class 24 contains 909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233298080.000000 Penalty: 173134.625000
Iteration 46Q: 21 clusters Score -2.332981e+08 nChanged 14820
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 26272 members 
Mstep: Class 3 contains 131138 members 
Mstep: Class 4 contains 15987 members 
Mstep: Class 5 contains 2221 members 
Mstep: Class 6 contains 19867 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 9 contains 89959 members 
Mstep: Class 12 contains 58454 members 
Mstep: Class 13 contains 587906 members 
Mstep: Class 14 contains 1347 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 261438 members 
Mstep: Class 18 contains 63097 members 
Mstep: Class 19 contains 20128 members 
Mstep: Class 20 contains 9237 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 5202 members 
Mstep: Class 23 contains 52543 members 
Mstep: Class 24 contains 910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233297808.000000 Penalty: 173134.625000
Iteration 47Q: 21 clusters Score -2.332978e+08 nChanged 12959
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 24957 members 
Mstep: Class 2 contains 26250 members 
Mstep: Class 3 contains 133401 members 
Mstep: Class 4 contains 16230 members 
Mstep: Class 5 contains 2210 members 
Mstep: Class 6 contains 19560 members 
Mstep: Class 7 contains 1284 members 
Mstep: Class 9 contains 90605 members 
Mstep: Class 12 contains 57805 members 
Mstep: Class 13 contains 589392 members 
Mstep: Class 14 contains 1347 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 258731 members 
Mstep: Class 18 contains 62094 members 
Mstep: Class 19 contains 20134 members 
Mstep: Class 20 contains 9173 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 5195 members 
Mstep: Class 23 contains 52243 members 
Mstep: Class 24 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233298736.000000 Penalty: 173134.625000
Iteration 48Q: 21 clusters Score -2.332987e+08 nChanged 11412
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 26226 members 
Mstep: Class 3 contains 135359 members 
Mstep: Class 4 contains 16479 members 
Mstep: Class 5 contains 2196 members 
Mstep: Class 6 contains 19273 members 
Mstep: Class 7 contains 1285 members 
Mstep: Class 9 contains 91103 members 
Mstep: Class 12 contains 57251 members 
Mstep: Class 13 contains 589963 members 
Mstep: Class 14 contains 1347 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 257236 members 
Mstep: Class 18 contains 61093 members 
Mstep: Class 19 contains 20145 members 
Mstep: Class 20 contains 9124 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 5179 members 
Mstep: Class 23 contains 51994 members 
Mstep: Class 24 contains 906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233298000.000000 Penalty: 173134.625000
Iteration 49Q: 21 clusters Score -2.33298e+08 nChanged 10152
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 26209 members 
Mstep: Class 3 contains 137213 members 
Mstep: Class 4 contains 16695 members 
Mstep: Class 5 contains 2180 members 
Mstep: Class 6 contains 19021 members 
Mstep: Class 7 contains 1286 members 
Mstep: Class 9 contains 91408 members 
Mstep: Class 12 contains 56775 members 
Mstep: Class 13 contains 590049 members 
Mstep: Class 14 contains 1347 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 256444 members 
Mstep: Class 18 contains 60108 members 
Mstep: Class 19 contains 20161 members 
Mstep: Class 20 contains 9062 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 5161 members 
Mstep: Class 23 contains 51760 members 
Mstep: Class 24 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233298912.000000 Penalty: 173134.625000
Iteration 50Q: 21 clusters Score -2.332989e+08 nChanged 9112
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26070 members 
Mstep: Class 2 contains 26190 members 
Mstep: Class 3 contains 138913 members 
Mstep: Class 4 contains 16942 members 
Mstep: Class 5 contains 2158 members 
Mstep: Class 6 contains 18784 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 9 contains 91612 members 
Mstep: Class 12 contains 56374 members 
Mstep: Class 13 contains 589718 members 
Mstep: Class 14 contains 1347 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 256234 members 
Mstep: Class 18 contains 59131 members 
Mstep: Class 19 contains 20171 members 
Mstep: Class 20 contains 8983 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 5152 members 
Mstep: Class 23 contains 51549 members 
Mstep: Class 24 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233300592.000000 Penalty: 173134.625000
Iteration 51Q: 21 clusters Score -2.333006e+08 nChanged 8341
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26397 members 
Mstep: Class 2 contains 26144 members 
Mstep: Class 3 contains 140436 members 
Mstep: Class 4 contains 17259 members 
Mstep: Class 5 contains 2146 members 
Mstep: Class 6 contains 18546 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 9 contains 91758 members 
Mstep: Class 12 contains 55979 members 
Mstep: Class 13 contains 588986 members 
Mstep: Class 14 contains 1347 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 256540 members 
Mstep: Class 18 contains 58226 members 
Mstep: Class 19 contains 20177 members 
Mstep: Class 20 contains 8906 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 5143 members 
Mstep: Class 23 contains 51338 members 
Mstep: Class 24 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233301664.000000 Penalty: 173134.625000
Iteration 52Q: 21 clusters Score -2.333017e+08 nChanged 7871
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 26112 members 
Mstep: Class 3 contains 141860 members 
Mstep: Class 4 contains 17575 members 
Mstep: Class 5 contains 2134 members 
Mstep: Class 6 contains 18310 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 9 contains 91841 members 
Mstep: Class 12 contains 55585 members 
Mstep: Class 13 contains 588069 members 
Mstep: Class 14 contains 1347 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 257144 members 
Mstep: Class 18 contains 57353 members 
Mstep: Class 19 contains 20188 members 
Mstep: Class 20 contains 8803 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 5144 members 
Mstep: Class 23 contains 51168 members 
Mstep: Class 24 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233302064.000000 Penalty: 173134.625000
Iteration 53Q: 21 clusters Score -2.333021e+08 nChanged 7430
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 26072 members 
Mstep: Class 3 contains 143159 members 
Mstep: Class 4 contains 17911 members 
Mstep: Class 5 contains 2118 members 
Mstep: Class 6 contains 18118 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 9 contains 91874 members 
Mstep: Class 12 contains 55211 members 
Mstep: Class 13 contains 587038 members 
Mstep: Class 14 contains 1347 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 257953 members 
Mstep: Class 18 contains 56531 members 
Mstep: Class 19 contains 20199 members 
Mstep: Class 20 contains 8701 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 5141 members 
Mstep: Class 23 contains 50996 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233303392.000000 Penalty: 173134.625000
Iteration 54Q: 21 clusters Score -2.333034e+08 nChanged 6983
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 27191 members 
Mstep: Class 2 contains 26043 members 
Mstep: Class 3 contains 144269 members 
Mstep: Class 4 contains 18283 members 
Mstep: Class 5 contains 2100 members 
Mstep: Class 6 contains 17923 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 9 contains 91878 members 
Mstep: Class 12 contains 54884 members 
Mstep: Class 13 contains 586048 members 
Mstep: Class 14 contains 1347 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 258812 members 
Mstep: Class 18 contains 55774 members 
Mstep: Class 19 contains 20204 members 
Mstep: Class 20 contains 8601 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 5147 members 
Mstep: Class 23 contains 50823 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233304544.000000 Penalty: 173134.625000
Iteration 55Q: 21 clusters Score -2.333045e+08 nChanged 6453
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 26011 members 
Mstep: Class 3 contains 145210 members 
Mstep: Class 4 contains 18655 members 
Mstep: Class 5 contains 2086 members 
Mstep: Class 6 contains 17742 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 9 contains 91838 members 
Mstep: Class 12 contains 54593 members 
Mstep: Class 13 contains 585185 members 
Mstep: Class 14 contains 1347 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 259689 members 
Mstep: Class 18 contains 55031 members 
Mstep: Class 19 contains 20214 members 
Mstep: Class 20 contains 8511 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 5144 members 
Mstep: Class 23 contains 50689 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233305488.000000 Penalty: 173134.625000
Iteration 56Q: 21 clusters Score -2.333055e+08 nChanged 5958
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 27555 members 
Mstep: Class 2 contains 25989 members 
Mstep: Class 3 contains 146008 members 
Mstep: Class 4 contains 18992 members 
Mstep: Class 5 contains 2077 members 
Mstep: Class 6 contains 17575 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 9 contains 91798 members 
Mstep: Class 12 contains 54362 members 
Mstep: Class 13 contains 584332 members 
Mstep: Class 14 contains 1347 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 260541 members 
Mstep: Class 18 contains 54385 members 
Mstep: Class 19 contains 20219 members 
Mstep: Class 20 contains 8431 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 5146 members 
Mstep: Class 23 contains 50570 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233305888.000000 Penalty: 173134.625000
Iteration 57Q: 21 clusters Score -2.333059e+08 nChanged 5351
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 27715 members 
Mstep: Class 2 contains 25972 members 
Mstep: Class 3 contains 146678 members 
Mstep: Class 4 contains 19292 members 
Mstep: Class 5 contains 2068 members 
Mstep: Class 6 contains 17432 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 9 contains 91731 members 
Mstep: Class 12 contains 54152 members 
Mstep: Class 13 contains 583524 members 
Mstep: Class 14 contains 1347 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 261411 members 
Mstep: Class 18 contains 53834 members 
Mstep: Class 19 contains 20225 members 
Mstep: Class 20 contains 8344 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 5146 members 
Mstep: Class 23 contains 50456 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233307152.000000 Penalty: 173134.625000
Iteration 58Q: 21 clusters Score -2.333072e+08 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 27850 members 
Mstep: Class 2 contains 25935 members 
Mstep: Class 3 contains 147247 members 
Mstep: Class 4 contains 19549 members 
Mstep: Class 5 contains 2057 members 
Mstep: Class 6 contains 17303 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 9 contains 91663 members 
Mstep: Class 12 contains 53972 members 
Mstep: Class 13 contains 582696 members 
Mstep: Class 14 contains 1347 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 262317 members 
Mstep: Class 18 contains 53357 members 
Mstep: Class 19 contains 20234 members 
Mstep: Class 20 contains 8272 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 5148 members 
Mstep: Class 23 contains 50380 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233307904.000000 Penalty: 173134.625000
Iteration 59Q: 21 clusters Score -2.333079e+08 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 27939 members 
Mstep: Class 2 contains 25900 members 
Mstep: Class 3 contains 147611 members 
Mstep: Class 4 contains 19811 members 
Mstep: Class 5 contains 2050 members 
Mstep: Class 6 contains 17196 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 9 contains 91590 members 
Mstep: Class 12 contains 53854 members 
Mstep: Class 13 contains 581959 members 
Mstep: Class 14 contains 1347 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 263233 members 
Mstep: Class 18 contains 52917 members 
Mstep: Class 19 contains 20244 members 
Mstep: Class 20 contains 8209 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 5154 members 
Mstep: Class 23 contains 50313 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233308256.000000 Penalty: 173134.625000
Iteration 60F: 21 clusters Score -2.333083e+08 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 25855 members 
Mstep: Class 3 contains 147809 members 
Mstep: Class 4 contains 20102 members 
Mstep: Class 5 contains 2044 members 
Mstep: Class 6 contains 17113 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 9 contains 91500 members 
Mstep: Class 12 contains 53727 members 
Mstep: Class 13 contains 581272 members 
Mstep: Class 14 contains 1347 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 264156 members 
Mstep: Class 18 contains 52597 members 
Mstep: Class 19 contains 20249 members 
Mstep: Class 20 contains 8131 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 5150 members 
Mstep: Class 23 contains 50251 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233308864.000000 Penalty: 173134.625000
Iteration 61Q: 21 clusters Score -2.333089e+08 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 25814 members 
Mstep: Class 3 contains 147908 members 
Mstep: Class 4 contains 20417 members 
Mstep: Class 5 contains 2041 members 
Mstep: Class 6 contains 17032 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 9 contains 91426 members 
Mstep: Class 12 contains 53599 members 
Mstep: Class 13 contains 580554 members 
Mstep: Class 14 contains 1347 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 265146 members 
Mstep: Class 18 contains 52334 members 
Mstep: Class 19 contains 20254 members 
Mstep: Class 20 contains 8014 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 5156 members 
Mstep: Class 23 contains 50194 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233309536.000000 Penalty: 173134.625000
Iteration 62Q: 21 clusters Score -2.333095e+08 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 28152 members 
Mstep: Class 2 contains 25788 members 
Mstep: Class 3 contains 147861 members 
Mstep: Class 4 contains 20752 members 
Mstep: Class 5 contains 2037 members 
Mstep: Class 6 contains 16963 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 9 contains 91345 members 
Mstep: Class 12 contains 53482 members 
Mstep: Class 13 contains 579900 members 
Mstep: Class 14 contains 1347 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 266127 members 
Mstep: Class 18 contains 52071 members 
Mstep: Class 19 contains 20262 members 
Mstep: Class 20 contains 7929 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 5154 members 
Mstep: Class 23 contains 50157 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233310560.000000 Penalty: 173134.625000
Iteration 63Q: 21 clusters Score -2.333106e+08 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 28216 members 
Mstep: Class 2 contains 25765 members 
Mstep: Class 3 contains 147754 members 
Mstep: Class 4 contains 21051 members 
Mstep: Class 5 contains 2030 members 
Mstep: Class 6 contains 16904 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 9 contains 91259 members 
Mstep: Class 12 contains 53393 members 
Mstep: Class 13 contains 579329 members 
Mstep: Class 14 contains 1347 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 267023 members 
Mstep: Class 18 contains 51845 members 
Mstep: Class 19 contains 20261 members 
Mstep: Class 20 contains 7865 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 5154 members 
Mstep: Class 23 contains 50131 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233310944.000000 Penalty: 173134.625000
Iteration 64Q: 21 clusters Score -2.333109e+08 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 28278 members 
Mstep: Class 2 contains 25729 members 
Mstep: Class 3 contains 147624 members 
Mstep: Class 4 contains 21332 members 
Mstep: Class 5 contains 2020 members 
Mstep: Class 6 contains 16834 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 9 contains 91195 members 
Mstep: Class 12 contains 53314 members 
Mstep: Class 13 contains 578726 members 
Mstep: Class 14 contains 1347 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 267905 members 
Mstep: Class 18 contains 51717 members 
Mstep: Class 19 contains 20270 members 
Mstep: Class 20 contains 7781 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 5156 members 
Mstep: Class 23 contains 50100 members 
Mstep: Class 24 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311344.000000 Penalty: 173134.625000
Iteration 65Q: 21 clusters Score -2.333113e+08 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 25696 members 
Mstep: Class 3 contains 147448 members 
Mstep: Class 4 contains 21608 members 
Mstep: Class 5 contains 2014 members 
Mstep: Class 6 contains 16776 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 9 contains 91123 members 
Mstep: Class 12 contains 53220 members 
Mstep: Class 13 contains 578209 members 
Mstep: Class 14 contains 1347 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 268708 members 
Mstep: Class 18 contains 51637 members 
Mstep: Class 19 contains 20276 members 
Mstep: Class 20 contains 7702 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 5157 members 
Mstep: Class 23 contains 50072 members 
Mstep: Class 24 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311504.000000 Penalty: 173134.625000
Iteration 66Q: 21 clusters Score -2.333115e+08 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 28401 members 
Mstep: Class 2 contains 25669 members 
Mstep: Class 3 contains 147213 members 
Mstep: Class 4 contains 21860 members 
Mstep: Class 5 contains 2008 members 
Mstep: Class 6 contains 16714 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 9 contains 91039 members 
Mstep: Class 12 contains 53141 members 
Mstep: Class 13 contains 577818 members 
Mstep: Class 14 contains 1347 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 269489 members 
Mstep: Class 18 contains 51534 members 
Mstep: Class 19 contains 20281 members 
Mstep: Class 20 contains 7616 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 5156 members 
Mstep: Class 23 contains 50042 members 
Mstep: Class 24 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233311968.000000 Penalty: 173134.625000
Iteration 67Q: 21 clusters Score -2.33312e+08 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 28467 members 
Mstep: Class 2 contains 25622 members 
Mstep: Class 3 contains 146950 members 
Mstep: Class 4 contains 22103 members 
Mstep: Class 5 contains 2005 members 
Mstep: Class 6 contains 16656 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 9 contains 90968 members 
Mstep: Class 12 contains 53061 members 
Mstep: Class 13 contains 577437 members 
Mstep: Class 14 contains 1347 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 270273 members 
Mstep: Class 18 contains 51444 members 
Mstep: Class 19 contains 20277 members 
Mstep: Class 20 contains 7524 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 5154 members 
Mstep: Class 23 contains 50040 members 
Mstep: Class 24 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233312176.000000 Penalty: 173134.625000
Iteration 68Q: 21 clusters Score -2.333122e+08 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 25593 members 
Mstep: Class 3 contains 146666 members 
Mstep: Class 4 contains 22354 members 
Mstep: Class 5 contains 2000 members 
Mstep: Class 6 contains 16612 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 9 contains 90905 members 
Mstep: Class 12 contains 52992 members 
Mstep: Class 13 contains 577064 members 
Mstep: Class 14 contains 1347 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 271040 members 
Mstep: Class 18 contains 51339 members 
Mstep: Class 19 contains 20271 members 
Mstep: Class 20 contains 7449 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 5152 members 
Mstep: Class 23 contains 50027 members 
Mstep: Class 24 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233312704.000000 Penalty: 173134.625000
Iteration 69Q: 21 clusters Score -2.333127e+08 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 28569 members 
Mstep: Class 2 contains 25565 members 
Mstep: Class 3 contains 146334 members 
Mstep: Class 4 contains 22584 members 
Mstep: Class 5 contains 1996 members 
Mstep: Class 6 contains 16556 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 9 contains 90849 members 
Mstep: Class 12 contains 52936 members 
Mstep: Class 13 contains 576787 members 
Mstep: Class 14 contains 1347 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 271757 members 
Mstep: Class 18 contains 51255 members 
Mstep: Class 19 contains 20273 members 
Mstep: Class 20 contains 7353 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 5153 members 
Mstep: Class 23 contains 50014 members 
Mstep: Class 24 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233312848.000000 Penalty: 173134.625000
Iteration 70Q: 21 clusters Score -2.333128e+08 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 28608 members 
Mstep: Class 2 contains 25537 members 
Mstep: Class 3 contains 146004 members 
Mstep: Class 4 contains 22813 members 
Mstep: Class 5 contains 1989 members 
Mstep: Class 6 contains 16518 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 9 contains 90796 members 
Mstep: Class 12 contains 52886 members 
Mstep: Class 13 contains 576535 members 
Mstep: Class 14 contains 1347 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 272406 members 
Mstep: Class 18 contains 51173 members 
Mstep: Class 19 contains 20281 members 
Mstep: Class 20 contains 7272 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 5157 members 
Mstep: Class 23 contains 50006 members 
Mstep: Class 24 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233312672.000000 Penalty: 173134.625000
Iteration 71Q: 21 clusters Score -2.333127e+08 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 28653 members 
Mstep: Class 2 contains 25503 members 
Mstep: Class 3 contains 145710 members 
Mstep: Class 4 contains 23027 members 
Mstep: Class 5 contains 1982 members 
Mstep: Class 6 contains 16469 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 9 contains 90749 members 
Mstep: Class 12 contains 52845 members 
Mstep: Class 13 contains 576279 members 
Mstep: Class 14 contains 1347 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 273053 members 
Mstep: Class 18 contains 51102 members 
Mstep: Class 19 contains 20281 members 
Mstep: Class 20 contains 7189 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 5160 members 
Mstep: Class 23 contains 49979 members 
Mstep: Class 24 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233312576.000000 Penalty: 173134.625000
Iteration 72Q: 21 clusters Score -2.333126e+08 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 28691 members 
Mstep: Class 2 contains 25480 members 
Mstep: Class 3 contains 145391 members 
Mstep: Class 4 contains 23231 members 
Mstep: Class 5 contains 1977 members 
Mstep: Class 6 contains 16429 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 9 contains 90709 members 
Mstep: Class 12 contains 52817 members 
Mstep: Class 13 contains 576012 members 
Mstep: Class 14 contains 1347 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 273678 members 
Mstep: Class 18 contains 51051 members 
Mstep: Class 19 contains 20286 members 
Mstep: Class 20 contains 7111 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 5162 members 
Mstep: Class 23 contains 49956 members 
Mstep: Class 24 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233312768.000000 Penalty: 173134.625000
Iteration 73Q: 21 clusters Score -2.333128e+08 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 28727 members 
Mstep: Class 2 contains 25457 members 
Mstep: Class 3 contains 145107 members 
Mstep: Class 4 contains 23394 members 
Mstep: Class 5 contains 1975 members 
Mstep: Class 6 contains 16386 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 9 contains 90675 members 
Mstep: Class 12 contains 52791 members 
Mstep: Class 13 contains 575778 members 
Mstep: Class 14 contains 1347 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 274276 members 
Mstep: Class 18 contains 50985 members 
Mstep: Class 19 contains 20297 members 
Mstep: Class 20 contains 7049 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 5161 members 
Mstep: Class 23 contains 49923 members 
Mstep: Class 24 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233312896.000000 Penalty: 173134.625000
Iteration 74Q: 21 clusters Score -2.333129e+08 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 28759 members 
Mstep: Class 2 contains 25435 members 
Mstep: Class 3 contains 144833 members 
Mstep: Class 4 contains 23561 members 
Mstep: Class 5 contains 1974 members 
Mstep: Class 6 contains 16349 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 9 contains 90641 members 
Mstep: Class 12 contains 52751 members 
Mstep: Class 13 contains 575581 members 
Mstep: Class 14 contains 1347 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 274833 members 
Mstep: Class 18 contains 50919 members 
Mstep: Class 19 contains 20297 members 
Mstep: Class 20 contains 6992 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 5160 members 
Mstep: Class 23 contains 49896 members 
Mstep: Class 24 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233313440.000000 Penalty: 173134.625000
Iteration 75Q: 21 clusters Score -2.333134e+08 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 25423 members 
Mstep: Class 3 contains 144584 members 
Mstep: Class 4 contains 23713 members 
Mstep: Class 5 contains 1972 members 
Mstep: Class 6 contains 16311 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 9 contains 90603 members 
Mstep: Class 12 contains 52716 members 
Mstep: Class 13 contains 575446 members 
Mstep: Class 14 contains 1347 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 275301 members 
Mstep: Class 18 contains 50830 members 
Mstep: Class 19 contains 20292 members 
Mstep: Class 20 contains 6958 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 5160 members 
Mstep: Class 23 contains 49885 members 
Mstep: Class 24 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233313536.000000 Penalty: 173134.625000
Iteration 76Q: 21 clusters Score -2.333135e+08 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 28806 members 
Mstep: Class 2 contains 25401 members 
Mstep: Class 3 contains 144313 members 
Mstep: Class 4 contains 23896 members 
Mstep: Class 5 contains 1970 members 
Mstep: Class 6 contains 16283 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 9 contains 90568 members 
Mstep: Class 12 contains 52683 members 
Mstep: Class 13 contains 575295 members 
Mstep: Class 14 contains 1347 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 275788 members 
Mstep: Class 18 contains 50750 members 
Mstep: Class 19 contains 20291 members 
Mstep: Class 20 contains 6902 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 5159 members 
Mstep: Class 23 contains 49876 members 
Mstep: Class 24 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233313648.000000 Penalty: 173134.625000
Iteration 77Q: 21 clusters Score -2.333136e+08 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 25383 members 
Mstep: Class 3 contains 144062 members 
Mstep: Class 4 contains 24052 members 
Mstep: Class 5 contains 1969 members 
Mstep: Class 6 contains 16255 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 9 contains 90549 members 
Mstep: Class 12 contains 52647 members 
Mstep: Class 13 contains 575138 members 
Mstep: Class 14 contains 1347 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 276226 members 
Mstep: Class 18 contains 50701 members 
Mstep: Class 19 contains 20287 members 
Mstep: Class 20 contains 6861 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 5157 members 
Mstep: Class 23 contains 49863 members 
Mstep: Class 24 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233313616.000000 Penalty: 173134.625000
Iteration 78Q: 21 clusters Score -2.333136e+08 nChanged 1289
Entering ConstructFrom: 
Score: -233313616.000000 Penalty: 173134.625000
Entering ConstructFrom: 
Trying to split cluster 1 (28854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28854 members 
Entering Unmasked Estep 
Score: -4931187.500000 Penalty: 6290.377441
	Iteration 0F: 2 clusters Score -4931188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -4909043.000000 Penalty: 12580.754883
	Iteration 0F: 3 clusters Score -4909043 nChanged 12121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -4915285.500000 Penalty: 12580.754883
	Iteration 1F: 3 clusters Score -4915286 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -4915938.500000 Penalty: 12580.754883
	Iteration 2F: 3 clusters Score -4915938 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -4916424.500000 Penalty: 12580.754883
	Iteration 3Q: 3 clusters Score -4916424 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -4916767.500000 Penalty: 12580.754883
	Iteration 4Q: 3 clusters Score -4916768 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -4917080.000000 Penalty: 12580.754883
	Iteration 5Q: 3 clusters Score -4917080 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -4917388.000000 Penalty: 12580.754883
	Iteration 6Q: 3 clusters Score -4917388 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -4917734.500000 Penalty: 12580.754883
	Iteration 7Q: 3 clusters Score -4917734 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -4918108.500000 Penalty: 12580.754883
	Iteration 8Q: 3 clusters Score -4918108 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -4918571.500000 Penalty: 12580.754883
	Iteration 9Q: 3 clusters Score -4918572 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -4919027.000000 Penalty: 12580.754883
	Iteration 10Q: 3 clusters Score -4919027 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -4919605.000000 Penalty: 12580.754883
	Iteration 11Q: 3 clusters Score -4919605 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
Score: -4920402.500000 Penalty: 12580.754883
	Iteration 12Q: 3 clusters Score -4920402 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -4921408.500000 Penalty: 12580.754883
	Iteration 13Q: 3 clusters Score -4921408 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 24950 members 
Entering Unmasked Estep 
Score: -4922481.500000 Penalty: 12580.754883
	Iteration 14Q: 3 clusters Score -4922482 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 26024 members 
Entering Unmasked Estep 
Score: -4923395.000000 Penalty: 12580.754883
	Iteration 15Q: 3 clusters Score -4923395 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
Score: -4924171.000000 Penalty: 12580.754883
	Iteration 16Q: 3 clusters Score -4924171 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -4924719.500000 Penalty: 12580.754883
	Iteration 17Q: 3 clusters Score -4924720 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 27733 members 
Entering Unmasked Estep 
Score: -4925055.500000 Penalty: 12580.754883
	Iteration 18Q: 3 clusters Score -4925056 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 27927 members 
Entering Unmasked Estep 
Score: -4925284.000000 Penalty: 12580.754883
	Iteration 19Q: 3 clusters Score -4925284 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 28045 members 
Entering Unmasked Estep 
Score: -4925429.000000 Penalty: 12580.754883
	Iteration 20F: 3 clusters Score -4925429 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 28104 members 
Entering Unmasked Estep 
Score: -4925521.500000 Penalty: 12580.754883
	Iteration 21Q: 3 clusters Score -4925522 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 28132 members 
Entering Unmasked Estep 
Score: -4925550.000000 Penalty: 12580.754883
	Iteration 22Q: 3 clusters Score -4925550 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 28162 members 
Entering Unmasked Estep 
Score: -4925596.500000 Penalty: 12580.754883
	Iteration 23Q: 3 clusters Score -4925596 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
Score: -4925634.500000 Penalty: 12580.754883
	Iteration 24Q: 3 clusters Score -4925634 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 28204 members 
Entering Unmasked Estep 
Score: -4925665.500000 Penalty: 12580.754883
	Iteration 25Q: 3 clusters Score -4925666 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 28220 members 
Entering Unmasked Estep 
Score: -4925676.500000 Penalty: 12580.754883
	Iteration 26Q: 3 clusters Score -4925676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 28225 members 
Entering Unmasked Estep 
Score: -4925683.000000 Penalty: 12580.754883
	Iteration 27Q: 3 clusters Score -4925683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
Score: -4925684.000000 Penalty: 12580.754883
	Iteration 28Q: 3 clusters Score -4925684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 28236 members 
Entering Unmasked Estep 
Score: -4925696.000000 Penalty: 12580.754883
	Iteration 29Q: 3 clusters Score -4925696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -4925695.000000 Penalty: 12580.754883
	Iteration 30Q: 3 clusters Score -4925695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 28247 members 
Entering Unmasked Estep 
Score: -4925705.500000 Penalty: 12580.754883
	Iteration 31Q: 3 clusters Score -4925706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 28252 members 
Entering Unmasked Estep 
Score: -4925704.500000 Penalty: 12580.754883
	Iteration 32Q: 3 clusters Score -4925704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 28253 members 
Entering Unmasked Estep 
Score: -4925706.000000 Penalty: 12580.754883
	Iteration 33Q: 3 clusters Score -4925706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 28253 members 
Entering Unmasked Estep 
Score: -4925706.000000 Penalty: 12580.754883
	Iteration 34F: 3 clusters Score -4925706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (25362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25362 members 
Entering Unmasked Estep 
Score: -4421219.000000 Penalty: 6211.367188
	Iteration 0F: 2 clusters Score -4421219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -4401364.500000 Penalty: 12422.734375
	Iteration 0F: 3 clusters Score -4401364 nChanged 10506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -4406814.000000 Penalty: 12422.734375
	Iteration 1F: 3 clusters Score -4406814 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -4407471.500000 Penalty: 12422.734375
	Iteration 2F: 3 clusters Score -4407472 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -4407917.000000 Penalty: 12422.734375
	Iteration 3Q: 3 clusters Score -4407917 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -4408256.000000 Penalty: 12422.734375
	Iteration 4Q: 3 clusters Score -4408256 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -4408506.000000 Penalty: 12422.734375
	Iteration 5Q: 3 clusters Score -4408506 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -4408699.000000 Penalty: 12422.734375
	Iteration 6Q: 3 clusters Score -4408699 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -4408873.000000 Penalty: 12422.734375
	Iteration 7Q: 3 clusters Score -4408873 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -4409035.500000 Penalty: 12422.734375
	Iteration 8Q: 3 clusters Score -4409036 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -4409229.500000 Penalty: 12422.734375
	Iteration 9Q: 3 clusters Score -4409230 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -4409414.000000 Penalty: 12422.734375
	Iteration 10Q: 3 clusters Score -4409414 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -4409591.500000 Penalty: 12422.734375
	Iteration 11Q: 3 clusters Score -4409592 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -4409848.000000 Penalty: 12422.734375
	Iteration 12Q: 3 clusters Score -4409848 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -4410175.500000 Penalty: 12422.734375
	Iteration 13Q: 3 clusters Score -4410176 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -4410591.000000 Penalty: 12422.734375
	Iteration 14Q: 3 clusters Score -4410591 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -4411048.500000 Penalty: 12422.734375
	Iteration 15Q: 3 clusters Score -4411048 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -4411647.000000 Penalty: 12422.734375
	Iteration 16Q: 3 clusters Score -4411647 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -4412335.000000 Penalty: 12422.734375
	Iteration 17Q: 3 clusters Score -4412335 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -4413022.000000 Penalty: 12422.734375
	Iteration 18Q: 3 clusters Score -4413022 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -4413753.500000 Penalty: 12422.734375
	Iteration 19Q: 3 clusters Score -4413754 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22823 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -4414429.000000 Penalty: 12422.734375
	Iteration 20F: 3 clusters Score -4414429 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -4414928.500000 Penalty: 12422.734375
	Iteration 21Q: 3 clusters Score -4414928 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -4415242.000000 Penalty: 12422.734375
	Iteration 22Q: 3 clusters Score -4415242 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -4415472.000000 Penalty: 12422.734375
	Iteration 23Q: 3 clusters Score -4415472 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -4415598.000000 Penalty: 12422.734375
	Iteration 24Q: 3 clusters Score -4415598 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -4415675.000000 Penalty: 12422.734375
	Iteration 25Q: 3 clusters Score -4415675 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -4415762.500000 Penalty: 12422.734375
	Iteration 26Q: 3 clusters Score -4415762 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -4415792.500000 Penalty: 12422.734375
	Iteration 27Q: 3 clusters Score -4415792 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24320 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -4415830.500000 Penalty: 12422.734375
	Iteration 28Q: 3 clusters Score -4415830 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -4415853.500000 Penalty: 12422.734375
	Iteration 29Q: 3 clusters Score -4415854 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -4415864.500000 Penalty: 12422.734375
	Iteration 30Q: 3 clusters Score -4415864 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -4415891.000000 Penalty: 12422.734375
	Iteration 31Q: 3 clusters Score -4415891 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -4415901.000000 Penalty: 12422.734375
	Iteration 32Q: 3 clusters Score -4415901 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -4415903.500000 Penalty: 12422.734375
	Iteration 33Q: 3 clusters Score -4415904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24421 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -4415915.500000 Penalty: 12422.734375
	Iteration 34Q: 3 clusters Score -4415916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -4415929.000000 Penalty: 12422.734375
	Iteration 35Q: 3 clusters Score -4415929 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24443 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -4415937.500000 Penalty: 12422.734375
	Iteration 36Q: 3 clusters Score -4415938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -4415944.000000 Penalty: 12422.734375
	Iteration 37Q: 3 clusters Score -4415944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -4415944.000000 Penalty: 12422.734375
	Iteration 38Q: 3 clusters Score -4415944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24457 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -4415947.500000 Penalty: 12422.734375
	Iteration 39Q: 3 clusters Score -4415948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24461 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -4415955.500000 Penalty: 12422.734375
	Iteration 40F: 3 clusters Score -4415956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -4415960.000000 Penalty: 12422.734375
	Iteration 41Q: 3 clusters Score -4415960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -4415965.500000 Penalty: 12422.734375
	Iteration 42Q: 3 clusters Score -4415966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -4415965.500000 Penalty: 12422.734375
	Iteration 43F: 3 clusters Score -4415966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (143835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143835 members 
Entering Unmasked Estep 
Score: -24776140.000000 Penalty: 7274.308594
	Iteration 0F: 2 clusters Score -2.477614e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71818 members 
Mstep: Class 2 contains 72017 members 
Entering Unmasked Estep 
Score: -24679166.000000 Penalty: 14548.617188
	Iteration 0F: 3 clusters Score -2.467917e+07 nChanged 67001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70447 members 
Mstep: Class 2 contains 73388 members 
Entering Unmasked Estep 
Score: -24716328.000000 Penalty: 14548.617188
	Iteration 1F: 3 clusters Score -2.471633e+07 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69399 members 
Mstep: Class 2 contains 74436 members 
Entering Unmasked Estep 
Score: -24717502.000000 Penalty: 14548.617188
	Iteration 2Q: 3 clusters Score -2.47175e+07 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67759 members 
Mstep: Class 2 contains 76076 members 
Entering Unmasked Estep 
Score: -24718964.000000 Penalty: 14548.617188
	Iteration 3Q: 3 clusters Score -2.471896e+07 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65434 members 
Mstep: Class 2 contains 78401 members 
Entering Unmasked Estep 
Score: -24720708.000000 Penalty: 14548.617188
	Iteration 4Q: 3 clusters Score -2.472071e+07 nChanged 6001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62021 members 
Mstep: Class 2 contains 81814 members 
Entering Unmasked Estep 
Score: -24723206.000000 Penalty: 14548.617188
	Iteration 5Q: 3 clusters Score -2.472321e+07 nChanged 7148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57217 members 
Mstep: Class 2 contains 86618 members 
Entering Unmasked Estep 
Score: -24726762.000000 Penalty: 14548.617188
	Iteration 6Q: 3 clusters Score -2.472676e+07 nChanged 8522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50859 members 
Mstep: Class 2 contains 92976 members 
Entering Unmasked Estep 
Score: -24731720.000000 Penalty: 14548.617188
	Iteration 7F: 3 clusters Score -2.473172e+07 nChanged 9665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43248 members 
Mstep: Class 2 contains 100587 members 
Entering Unmasked Estep 
Score: -24738014.000000 Penalty: 14548.617188
	Iteration 8F: 3 clusters Score -2.473801e+07 nChanged 9932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34912 members 
Mstep: Class 2 contains 108923 members 
Entering Unmasked Estep 
Score: -24745470.000000 Penalty: 14548.617188
	Iteration 9F: 3 clusters Score -2.474547e+07 nChanged 8953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26997 members 
Mstep: Class 2 contains 116838 members 
Entering Unmasked Estep 
Score: -24752262.000000 Penalty: 14548.617188
	Iteration 10F: 3 clusters Score -2.475226e+07 nChanged 7133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 123421 members 
Entering Unmasked Estep 
Score: -24757886.000000 Penalty: 14548.617188
	Iteration 11Q: 3 clusters Score -2.475789e+07 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 128404 members 
Entering Unmasked Estep 
Score: -24762284.000000 Penalty: 14548.617188
	Iteration 12Q: 3 clusters Score -2.476228e+07 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 131722 members 
Entering Unmasked Estep 
Score: -24765102.000000 Penalty: 14548.617188
	Iteration 13Q: 3 clusters Score -2.47651e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 133871 members 
Entering Unmasked Estep 
Score: -24766904.000000 Penalty: 14548.617188
	Iteration 14Q: 3 clusters Score -2.47669e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 135174 members 
Entering Unmasked Estep 
Score: -24768002.000000 Penalty: 14548.617188
	Iteration 15Q: 3 clusters Score -2.4768e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 136056 members 
Entering Unmasked Estep 
Score: -24768614.000000 Penalty: 14548.617188
	Iteration 16Q: 3 clusters Score -2.476861e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 136720 members 
Entering Unmasked Estep 
Score: -24769090.000000 Penalty: 14548.617188
	Iteration 17Q: 3 clusters Score -2.476909e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 137225 members 
Entering Unmasked Estep 
Score: -24769358.000000 Penalty: 14548.617188
	Iteration 18Q: 3 clusters Score -2.476936e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 137618 members 
Entering Unmasked Estep 
Score: -24769564.000000 Penalty: 14548.617188
	Iteration 19Q: 3 clusters Score -2.476956e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 137931 members 
Entering Unmasked Estep 
Score: -24769664.000000 Penalty: 14548.617188
	Iteration 20F: 3 clusters Score -2.476966e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 138163 members 
Entering Unmasked Estep 
Score: -24769746.000000 Penalty: 14548.617188
	Iteration 21Q: 3 clusters Score -2.476975e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 138372 members 
Entering Unmasked Estep 
Score: -24769838.000000 Penalty: 14548.617188
	Iteration 22Q: 3 clusters Score -2.476984e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 138560 members 
Entering Unmasked Estep 
Score: -24769898.000000 Penalty: 14548.617188
	Iteration 23Q: 3 clusters Score -2.47699e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 138715 members 
Entering Unmasked Estep 
Score: -24769914.000000 Penalty: 14548.617188
	Iteration 24Q: 3 clusters Score -2.476991e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 138840 members 
Entering Unmasked Estep 
Score: -24770002.000000 Penalty: 14548.617188
	Iteration 25Q: 3 clusters Score -2.477e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 138945 members 
Entering Unmasked Estep 
Score: -24770030.000000 Penalty: 14548.617188
	Iteration 26Q: 3 clusters Score -2.477003e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 139033 members 
Entering Unmasked Estep 
Score: -24770062.000000 Penalty: 14548.617188
	Iteration 27Q: 3 clusters Score -2.477006e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 139098 members 
Entering Unmasked Estep 
Score: -24770088.000000 Penalty: 14548.617188
	Iteration 28Q: 3 clusters Score -2.477009e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 139164 members 
Entering Unmasked Estep 
Score: -24770070.000000 Penalty: 14548.617188
	Iteration 29Q: 3 clusters Score -2.477007e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 139224 members 
Entering Unmasked Estep 
Score: -24770082.000000 Penalty: 14548.617188
	Iteration 30Q: 3 clusters Score -2.477008e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 139288 members 
Entering Unmasked Estep 
Score: -24770078.000000 Penalty: 14548.617188
	Iteration 31Q: 3 clusters Score -2.477008e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 139332 members 
Entering Unmasked Estep 
Score: -24770108.000000 Penalty: 14548.617188
	Iteration 32Q: 3 clusters Score -2.477011e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 139371 members 
Entering Unmasked Estep 
Score: -24770154.000000 Penalty: 14548.617188
	Iteration 33Q: 3 clusters Score -2.477015e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 139397 members 
Entering Unmasked Estep 
Score: -24770148.000000 Penalty: 14548.617188
	Iteration 34Q: 3 clusters Score -2.477015e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 139432 members 
Entering Unmasked Estep 
Score: -24770132.000000 Penalty: 14548.617188
	Iteration 35Q: 3 clusters Score -2.477013e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 139456 members 
Entering Unmasked Estep 
Score: -24770146.000000 Penalty: 14548.617188
	Iteration 36Q: 3 clusters Score -2.477015e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 139488 members 
Entering Unmasked Estep 
Score: -24770128.000000 Penalty: 14548.617188
	Iteration 37Q: 3 clusters Score -2.477013e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 139513 members 
Entering Unmasked Estep 
Score: -24770148.000000 Penalty: 14548.617188
	Iteration 38Q: 3 clusters Score -2.477015e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 139535 members 
Entering Unmasked Estep 
Score: -24770162.000000 Penalty: 14548.617188
	Iteration 39Q: 3 clusters Score -2.477016e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 139554 members 
Entering Unmasked Estep 
Score: -24770170.000000 Penalty: 14548.617188
	Iteration 40F: 3 clusters Score -2.477017e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 139570 members 
Entering Unmasked Estep 
Score: -24770180.000000 Penalty: 14548.617188
	Iteration 41Q: 3 clusters Score -2.477018e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 139590 members 
Entering Unmasked Estep 
Score: -24770208.000000 Penalty: 14548.617188
	Iteration 42Q: 3 clusters Score -2.477021e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 139601 members 
Entering Unmasked Estep 
Score: -24770198.000000 Penalty: 14548.617188
	Iteration 43Q: 3 clusters Score -2.47702e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 139606 members 
Entering Unmasked Estep 
Score: -24770182.000000 Penalty: 14548.617188
	Iteration 44Q: 3 clusters Score -2.477018e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 139614 members 
Entering Unmasked Estep 
Score: -24770180.000000 Penalty: 14548.617188
	Iteration 45Q: 3 clusters Score -2.477018e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 139625 members 
Entering Unmasked Estep 
Score: -24770168.000000 Penalty: 14548.617188
	Iteration 46Q: 3 clusters Score -2.477017e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 139632 members 
Entering Unmasked Estep 
Score: -24770156.000000 Penalty: 14548.617188
	Iteration 47Q: 3 clusters Score -2.477016e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 139642 members 
Entering Unmasked Estep 
Score: -24770162.000000 Penalty: 14548.617188
	Iteration 48Q: 3 clusters Score -2.477016e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 139654 members 
Entering Unmasked Estep 
Score: -24770210.000000 Penalty: 14548.617188
	Iteration 49Q: 3 clusters Score -2.477021e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 139667 members 
Entering Unmasked Estep 
Score: -24770198.000000 Penalty: 14548.617188
	Iteration 50Q: 3 clusters Score -2.47702e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 139676 members 
Entering Unmasked Estep 
Score: -24770198.000000 Penalty: 14548.617188
	Iteration 51Q: 3 clusters Score -2.47702e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 139679 members 
Entering Unmasked Estep 
Score: -24770204.000000 Penalty: 14548.617188
	Iteration 52Q: 3 clusters Score -2.47702e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 139688 members 
Entering Unmasked Estep 
Score: -24770228.000000 Penalty: 14548.617188
	Iteration 53Q: 3 clusters Score -2.477023e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 139693 members 
Entering Unmasked Estep 
Score: -24770222.000000 Penalty: 14548.617188
	Iteration 54Q: 3 clusters Score -2.477022e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 139698 members 
Entering Unmasked Estep 
Score: -24770230.000000 Penalty: 14548.617188
	Iteration 55Q: 3 clusters Score -2.477023e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 139706 members 
Entering Unmasked Estep 
Score: -24770238.000000 Penalty: 14548.617188
	Iteration 56Q: 3 clusters Score -2.477024e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 139714 members 
Entering Unmasked Estep 
Score: -24770234.000000 Penalty: 14548.617188
	Iteration 57Q: 3 clusters Score -2.477023e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 139716 members 
Entering Unmasked Estep 
Score: -24770236.000000 Penalty: 14548.617188
	Iteration 58Q: 3 clusters Score -2.477024e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 139718 members 
Entering Unmasked Estep 
Score: -24770230.000000 Penalty: 14548.617188
	Iteration 59Q: 3 clusters Score -2.477023e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 139719 members 
Entering Unmasked Estep 
Score: -24770240.000000 Penalty: 14548.617188
	Iteration 60F: 3 clusters Score -2.477024e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 139720 members 
Entering Unmasked Estep 
Score: -24770240.000000 Penalty: 14548.617188
	Iteration 61Q: 3 clusters Score -2.477024e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 139721 members 
Entering Unmasked Estep 
Score: -24770240.000000 Penalty: 14548.617188
	Iteration 62Q: 3 clusters Score -2.477024e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 139722 members 
Entering Unmasked Estep 
Score: -24770240.000000 Penalty: 14548.617188
	Iteration 63Q: 3 clusters Score -2.477024e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 139723 members 
Entering Unmasked Estep 
Score: -24770232.000000 Penalty: 14548.617188
	Iteration 64Q: 3 clusters Score -2.477023e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 139724 members 
Entering Unmasked Estep 
Score: -24770236.000000 Penalty: 14548.617188
	Iteration 65Q: 3 clusters Score -2.477024e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 139724 members 
Entering Unmasked Estep 
Score: -24770236.000000 Penalty: 14548.617188
	Iteration 66F: 3 clusters Score -2.477024e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (24210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Entering Unmasked Estep 
Score: -4007304.250000 Penalty: 6182.894043
	Iteration 0F: 2 clusters Score -4007304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -3988103.750000 Penalty: 12365.788086
	Iteration 0F: 3 clusters Score -3988104 nChanged 10002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -3993356.250000 Penalty: 12365.788086
	Iteration 1F: 3 clusters Score -3993356 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -3994000.000000 Penalty: 12365.788086
	Iteration 2F: 3 clusters Score -3994000 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -3994438.500000 Penalty: 12365.788086
	Iteration 3Q: 3 clusters Score -3994438 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -3994762.750000 Penalty: 12365.788086
	Iteration 4Q: 3 clusters Score -3994763 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -3995031.250000 Penalty: 12365.788086
	Iteration 5Q: 3 clusters Score -3995031 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -3995254.000000 Penalty: 12365.788086
	Iteration 6Q: 3 clusters Score -3995254 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -3995516.500000 Penalty: 12365.788086
	Iteration 7Q: 3 clusters Score -3995516 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -3995730.000000 Penalty: 12365.788086
	Iteration 8Q: 3 clusters Score -3995730 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -3995917.500000 Penalty: 12365.788086
	Iteration 9Q: 3 clusters Score -3995918 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -3996067.750000 Penalty: 12365.788086
	Iteration 10Q: 3 clusters Score -3996068 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -3996201.000000 Penalty: 12365.788086
	Iteration 11Q: 3 clusters Score -3996201 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -3996320.750000 Penalty: 12365.788086
	Iteration 12Q: 3 clusters Score -3996321 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -3996422.500000 Penalty: 12365.788086
	Iteration 13Q: 3 clusters Score -3996422 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -3996544.500000 Penalty: 12365.788086
	Iteration 14Q: 3 clusters Score -3996544 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -3996643.250000 Penalty: 12365.788086
	Iteration 15Q: 3 clusters Score -3996643 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -3996750.500000 Penalty: 12365.788086
	Iteration 16Q: 3 clusters Score -3996750 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -3996873.250000 Penalty: 12365.788086
	Iteration 17Q: 3 clusters Score -3996873 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -3997000.000000 Penalty: 12365.788086
	Iteration 18Q: 3 clusters Score -3997000 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -3997144.250000 Penalty: 12365.788086
	Iteration 19Q: 3 clusters Score -3997144 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -3997277.250000 Penalty: 12365.788086
	Iteration 20F: 3 clusters Score -3997277 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -3997463.000000 Penalty: 12365.788086
	Iteration 21Q: 3 clusters Score -3997463 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -3997682.250000 Penalty: 12365.788086
	Iteration 22Q: 3 clusters Score -3997682 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -3997955.750000 Penalty: 12365.788086
	Iteration 23Q: 3 clusters Score -3997956 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -3998270.500000 Penalty: 12365.788086
	Iteration 24Q: 3 clusters Score -3998270 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -3998667.750000 Penalty: 12365.788086
	Iteration 25Q: 3 clusters Score -3998668 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -3999095.250000 Penalty: 12365.788086
	Iteration 26Q: 3 clusters Score -3999095 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -3999571.750000 Penalty: 12365.788086
	Iteration 27Q: 3 clusters Score -3999572 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -4000008.750000 Penalty: 12365.788086
	Iteration 28Q: 3 clusters Score -4000009 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -4000384.000000 Penalty: 12365.788086
	Iteration 29Q: 3 clusters Score -4000384 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -4000719.250000 Penalty: 12365.788086
	Iteration 30Q: 3 clusters Score -4000719 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -4000994.250000 Penalty: 12365.788086
	Iteration 31Q: 3 clusters Score -4000994 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -4001216.500000 Penalty: 12365.788086
	Iteration 32Q: 3 clusters Score -4001216 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -4001442.250000 Penalty: 12365.788086
	Iteration 33Q: 3 clusters Score -4001442 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -4001621.000000 Penalty: 12365.788086
	Iteration 34Q: 3 clusters Score -4001621 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -4001778.750000 Penalty: 12365.788086
	Iteration 35Q: 3 clusters Score -4001779 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -4001913.250000 Penalty: 12365.788086
	Iteration 36Q: 3 clusters Score -4001913 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -4002028.000000 Penalty: 12365.788086
	Iteration 37Q: 3 clusters Score -4002028 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -4002149.500000 Penalty: 12365.788086
	Iteration 38Q: 3 clusters Score -4002150 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -4002277.750000 Penalty: 12365.788086
	Iteration 39Q: 3 clusters Score -4002278 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -4002386.000000 Penalty: 12365.788086
	Iteration 40F: 3 clusters Score -4002386 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -4002475.750000 Penalty: 12365.788086
	Iteration 41Q: 3 clusters Score -4002476 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -4002550.750000 Penalty: 12365.788086
	Iteration 42Q: 3 clusters Score -4002551 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -4002618.250000 Penalty: 12365.788086
	Iteration 43Q: 3 clusters Score -4002618 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22430 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -4002676.750000 Penalty: 12365.788086
	Iteration 44Q: 3 clusters Score -4002677 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -4002758.000000 Penalty: 12365.788086
	Iteration 45Q: 3 clusters Score -4002758 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -4002802.750000 Penalty: 12365.788086
	Iteration 46Q: 3 clusters Score -4002803 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -4002843.250000 Penalty: 12365.788086
	Iteration 47Q: 3 clusters Score -4002843 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -4002867.250000 Penalty: 12365.788086
	Iteration 48Q: 3 clusters Score -4002867 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -4002896.250000 Penalty: 12365.788086
	Iteration 49Q: 3 clusters Score -4002896 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -4002914.000000 Penalty: 12365.788086
	Iteration 50Q: 3 clusters Score -4002914 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -4002934.250000 Penalty: 12365.788086
	Iteration 51Q: 3 clusters Score -4002934 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -4002949.250000 Penalty: 12365.788086
	Iteration 52Q: 3 clusters Score -4002949 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -4002965.000000 Penalty: 12365.788086
	Iteration 53Q: 3 clusters Score -4002965 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -4002993.750000 Penalty: 12365.788086
	Iteration 54Q: 3 clusters Score -4002994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -4003010.250000 Penalty: 12365.788086
	Iteration 55Q: 3 clusters Score -4003010 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -4003021.500000 Penalty: 12365.788086
	Iteration 56Q: 3 clusters Score -4003022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -4003022.250000 Penalty: 12365.788086
	Iteration 57Q: 3 clusters Score -4003022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -4003028.000000 Penalty: 12365.788086
	Iteration 58Q: 3 clusters Score -4003028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -4003034.500000 Penalty: 12365.788086
	Iteration 59Q: 3 clusters Score -4003034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -4003043.000000 Penalty: 12365.788086
	Iteration 60F: 3 clusters Score -4003043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -4003042.500000 Penalty: 12365.788086
	Iteration 61Q: 3 clusters Score -4003042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -4003042.750000 Penalty: 12365.788086
	Iteration 62Q: 3 clusters Score -4003043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -4003041.250000 Penalty: 12365.788086
	Iteration 63Q: 3 clusters Score -4003041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -4003043.750000 Penalty: 12365.788086
	Iteration 64Q: 3 clusters Score -4003044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22878 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -4003044.250000 Penalty: 12365.788086
	Iteration 65Q: 3 clusters Score -4003044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -4003045.500000 Penalty: 12365.788086
	Iteration 66Q: 3 clusters Score -4003046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -4003048.000000 Penalty: 12365.788086
	Iteration 67Q: 3 clusters Score -4003048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -4003048.000000 Penalty: 12365.788086
	Iteration 68F: 3 clusters Score -4003048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -289225.906250 Penalty: 4645.050781
	Iteration 0F: 2 clusters Score -289225.9 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: -284530.687500 Penalty: 9290.101562
	Iteration 0F: 3 clusters Score -284530.7 nChanged 520
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: -285635.531250 Penalty: 9290.101562
	Iteration 1F: 3 clusters Score -285635.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -286384.062500 Penalty: 9290.101562
	Iteration 2F: 3 clusters Score -286384.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -287114.937500 Penalty: 9290.101562
	Iteration 3F: 3 clusters Score -287114.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -287697.343750 Penalty: 9290.101562
	Iteration 4F: 3 clusters Score -287697.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -288330.906250 Penalty: 9290.101562
	Iteration 5F: 3 clusters Score -288330.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -288951.500000 Penalty: 9290.101562
	Iteration 6Q: 3 clusters Score -288951.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -289294.718750 Penalty: 9290.101562
	Iteration 7Q: 3 clusters Score -289294.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -289521.312500 Penalty: 9290.101562
	Iteration 8Q: 3 clusters Score -289521.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -289597.781250 Penalty: 9290.101562
	Iteration 9Q: 3 clusters Score -289597.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -289638.843750 Penalty: 9290.101562
	Iteration 10Q: 3 clusters Score -289638.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -289666.437500 Penalty: 9290.101562
	Iteration 11Q: 3 clusters Score -289666.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -289685.750000 Penalty: 9290.101562
	Iteration 12Q: 3 clusters Score -289685.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -289700.437500 Penalty: 9290.101562
	Iteration 13Q: 3 clusters Score -289700.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -289709.281250 Penalty: 9290.101562
	Iteration 14Q: 3 clusters Score -289709.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -289719.625000 Penalty: 9290.101562
	Iteration 15Q: 3 clusters Score -289719.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -289725.312500 Penalty: 9290.101562
	Iteration 16Q: 3 clusters Score -289725.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -289743.312500 Penalty: 9290.101562
	Iteration 17F: 3 clusters Score -289743.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -289829.812500 Penalty: 9290.101562
	Iteration 18Q: 3 clusters Score -289829.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -289866.937500 Penalty: 9290.101562
	Iteration 19Q: 3 clusters Score -289866.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -289977.687500 Penalty: 9290.101562
	Iteration 20F: 3 clusters Score -289977.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -290127.906250 Penalty: 9290.101562
	Iteration 21Q: 3 clusters Score -290127.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -290214.750000 Penalty: 9290.101562
	Iteration 22Q: 3 clusters Score -290214.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -290313.562500 Penalty: 9290.101562
	Iteration 23Q: 3 clusters Score -290313.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -290349.187500 Penalty: 9290.101562
	Iteration 24Q: 3 clusters Score -290349.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -290355.218750 Penalty: 9290.101562
	Iteration 25Q: 3 clusters Score -290355.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -290355.218750 Penalty: 9290.101562
	Iteration 26F: 3 clusters Score -290355.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 28854 members 
Mstep: Class 2 contains 25362 members 
Mstep: Class 3 contains 143835 members 
Mstep: Class 4 contains 24210 members 
Mstep: Class 5 contains 1188 members 
Mstep: Class 6 contains 16224 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 778 members 
Mstep: Class 9 contains 90530 members 
Mstep: Class 12 contains 52614 members 
Mstep: Class 13 contains 574963 members 
Mstep: Class 14 contains 1347 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 276639 members 
Mstep: Class 18 contains 50656 members 
Mstep: Class 19 contains 20285 members 
Mstep: Class 20 contains 6817 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 5157 members 
Mstep: Class 23 contains 49868 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
Score: -233310976.000000 Penalty: 181791.359375
Splitting cluster 5 changes total score from -233313616.000000 to -233310976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (16224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Entering Unmasked Estep 
Score: -2666995.250000 Penalty: 5937.726562
	Iteration 0F: 2 clusters Score -2666995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -2652930.250000 Penalty: 11875.453125
	Iteration 0F: 3 clusters Score -2652930 nChanged 6283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -2656387.000000 Penalty: 11875.453125
	Iteration 1F: 3 clusters Score -2656387 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -2657043.500000 Penalty: 11875.453125
	Iteration 2F: 3 clusters Score -2657044 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -2657489.500000 Penalty: 11875.453125
	Iteration 3Q: 3 clusters Score -2657490 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -2657858.500000 Penalty: 11875.453125
	Iteration 4Q: 3 clusters Score -2657858 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -2658240.000000 Penalty: 11875.453125
	Iteration 5Q: 3 clusters Score -2658240 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -2658622.500000 Penalty: 11875.453125
	Iteration 6Q: 3 clusters Score -2658622 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -2659029.500000 Penalty: 11875.453125
	Iteration 7Q: 3 clusters Score -2659030 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -2659527.500000 Penalty: 11875.453125
	Iteration 8Q: 3 clusters Score -2659528 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -2660043.750000 Penalty: 11875.453125
	Iteration 9Q: 3 clusters Score -2660044 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -2660630.250000 Penalty: 11875.453125
	Iteration 10Q: 3 clusters Score -2660630 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -2661124.500000 Penalty: 11875.453125
	Iteration 11Q: 3 clusters Score -2661124 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -2661503.500000 Penalty: 11875.453125
	Iteration 12Q: 3 clusters Score -2661504 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -2661784.000000 Penalty: 11875.453125
	Iteration 13Q: 3 clusters Score -2661784 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -2661974.500000 Penalty: 11875.453125
	Iteration 14Q: 3 clusters Score -2661974 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -2662125.500000 Penalty: 11875.453125
	Iteration 15Q: 3 clusters Score -2662126 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -2662253.250000 Penalty: 11875.453125
	Iteration 16Q: 3 clusters Score -2662253 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -2662350.000000 Penalty: 11875.453125
	Iteration 17Q: 3 clusters Score -2662350 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -2662425.750000 Penalty: 11875.453125
	Iteration 18Q: 3 clusters Score -2662426 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -2662491.500000 Penalty: 11875.453125
	Iteration 19Q: 3 clusters Score -2662492 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -2662551.250000 Penalty: 11875.453125
	Iteration 20F: 3 clusters Score -2662551 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -2662595.500000 Penalty: 11875.453125
	Iteration 21Q: 3 clusters Score -2662596 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -2662635.500000 Penalty: 11875.453125
	Iteration 22Q: 3 clusters Score -2662636 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -2662652.500000 Penalty: 11875.453125
	Iteration 23Q: 3 clusters Score -2662652 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -2662670.250000 Penalty: 11875.453125
	Iteration 24Q: 3 clusters Score -2662670 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -2662689.000000 Penalty: 11875.453125
	Iteration 25Q: 3 clusters Score -2662689 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -2662702.750000 Penalty: 11875.453125
	Iteration 26Q: 3 clusters Score -2662703 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -2662715.750000 Penalty: 11875.453125
	Iteration 27Q: 3 clusters Score -2662716 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -2662714.250000 Penalty: 11875.453125
	Iteration 28Q: 3 clusters Score -2662714 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -2662718.750000 Penalty: 11875.453125
	Iteration 29Q: 3 clusters Score -2662719 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -2662731.750000 Penalty: 11875.453125
	Iteration 30Q: 3 clusters Score -2662732 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -2662751.500000 Penalty: 11875.453125
	Iteration 31Q: 3 clusters Score -2662752 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -2662745.750000 Penalty: 11875.453125
	Iteration 32Q: 3 clusters Score -2662746 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -2662749.250000 Penalty: 11875.453125
	Iteration 33Q: 3 clusters Score -2662749 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -2662753.500000 Penalty: 11875.453125
	Iteration 34Q: 3 clusters Score -2662754 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -2662761.250000 Penalty: 11875.453125
	Iteration 35Q: 3 clusters Score -2662761 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -2662759.750000 Penalty: 11875.453125
	Iteration 36Q: 3 clusters Score -2662760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -2662773.500000 Penalty: 11875.453125
	Iteration 37Q: 3 clusters Score -2662774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -2662772.500000 Penalty: 11875.453125
	Iteration 38Q: 3 clusters Score -2662772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -2662776.500000 Penalty: 11875.453125
	Iteration 39Q: 3 clusters Score -2662776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -2662773.250000 Penalty: 11875.453125
	Iteration 40F: 3 clusters Score -2662773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -2662774.000000 Penalty: 11875.453125
	Iteration 41Q: 3 clusters Score -2662774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -2662780.500000 Penalty: 11875.453125
	Iteration 42Q: 3 clusters Score -2662780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -2662782.250000 Penalty: 11875.453125
	Iteration 43Q: 3 clusters Score -2662782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -2662782.000000 Penalty: 11875.453125
	Iteration 44Q: 3 clusters Score -2662782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -2662782.000000 Penalty: 11875.453125
	Iteration 45Q: 3 clusters Score -2662782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -2662774.750000 Penalty: 11875.453125
	Iteration 46Q: 3 clusters Score -2662775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -2662778.500000 Penalty: 11875.453125
	Iteration 47Q: 3 clusters Score -2662778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -2662778.000000 Penalty: 11875.453125
	Iteration 48Q: 3 clusters Score -2662778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -2662780.500000 Penalty: 11875.453125
	Iteration 49Q: 3 clusters Score -2662780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -2662774.750000 Penalty: 11875.453125
	Iteration 50Q: 3 clusters Score -2662775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -2662770.750000 Penalty: 11875.453125
	Iteration 51Q: 3 clusters Score -2662771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -2662778.250000 Penalty: 11875.453125
	Iteration 52Q: 3 clusters Score -2662778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -2662776.250000 Penalty: 11875.453125
	Iteration 53Q: 3 clusters Score -2662776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -2662775.750000 Penalty: 11875.453125
	Iteration 54Q: 3 clusters Score -2662776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -2662774.500000 Penalty: 11875.453125
	Iteration 55Q: 3 clusters Score -2662774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -2662773.500000 Penalty: 11875.453125
	Iteration 56Q: 3 clusters Score -2662774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -2662781.000000 Penalty: 11875.453125
	Iteration 57Q: 3 clusters Score -2662781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -2662775.750000 Penalty: 11875.453125
	Iteration 58Q: 3 clusters Score -2662776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -2662778.750000 Penalty: 11875.453125
	Iteration 59Q: 3 clusters Score -2662779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -2662778.750000 Penalty: 11875.453125
	Iteration 60F: 3 clusters Score -2662779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -2662784.000000 Penalty: 11875.453125
	Iteration 61Q: 3 clusters Score -2662784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -2662784.000000 Penalty: 11875.453125
	Iteration 62F: 3 clusters Score -2662784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -206311.812500 Penalty: 4386.493652
	Iteration 0F: 2 clusters Score -206311.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -202023.765625 Penalty: 8772.987305
	Iteration 0F: 3 clusters Score -202023.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -202537.703125 Penalty: 8772.987305
	Iteration 1F: 3 clusters Score -202537.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -202642.437500 Penalty: 8772.987305
	Iteration 2Q: 3 clusters Score -202642.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -202699.546875 Penalty: 8772.987305
	Iteration 3Q: 3 clusters Score -202699.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -202744.875000 Penalty: 8772.987305
	Iteration 4Q: 3 clusters Score -202744.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -202784.906250 Penalty: 8772.987305
	Iteration 5Q: 3 clusters Score -202784.9 nChanged 11
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: -202820.984375 Penalty: 8772.987305
	Iteration 6Q: 3 clusters Score -202821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -202847.234375 Penalty: 8772.987305
	Iteration 7Q: 3 clusters Score -202847.2 nChanged 3
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: -202853.281250 Penalty: 8772.987305
	Iteration 8Q: 3 clusters Score -202853.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -202854.234375 Penalty: 8772.987305
	Iteration 9Q: 3 clusters Score -202854.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -202856.562500 Penalty: 8772.987305
	Iteration 10Q: 3 clusters Score -202856.6 nChanged 2
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: -202862.515625 Penalty: 8772.987305
	Iteration 11Q: 3 clusters Score -202862.5 nChanged 1
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: -202863.484375 Penalty: 8772.987305
	Iteration 12Q: 3 clusters Score -202863.5 nChanged 0
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: -202863.484375 Penalty: 8772.987305
	Iteration 13F: 3 clusters Score -202863.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (90530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90530 members 
Entering Unmasked Estep 
Score: -15188701.000000 Penalty: 6990.729980
	Iteration 0F: 2 clusters Score -1.51887e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45305 members 
Mstep: Class 2 contains 45225 members 
Entering Unmasked Estep 
Score: -15126571.000000 Penalty: 13981.459961
	Iteration 0F: 3 clusters Score -1.512657e+07 nChanged 41302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45545 members 
Mstep: Class 2 contains 44985 members 
Entering Unmasked Estep 
Score: -15148930.000000 Penalty: 13981.459961
	Iteration 1F: 3 clusters Score -1.514893e+07 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45815 members 
Mstep: Class 2 contains 44715 members 
Entering Unmasked Estep 
Score: -15150869.000000 Penalty: 13981.459961
	Iteration 2Q: 3 clusters Score -1.515087e+07 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46581 members 
Mstep: Class 2 contains 43949 members 
Entering Unmasked Estep 
Score: -15154182.000000 Penalty: 13981.459961
	Iteration 3Q: 3 clusters Score -1.515418e+07 nChanged 5776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48743 members 
Mstep: Class 2 contains 41787 members 
Entering Unmasked Estep 
Score: -15159556.000000 Penalty: 13981.459961
	Iteration 4F: 3 clusters Score -1.515956e+07 nChanged 7890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52889 members 
Mstep: Class 2 contains 37641 members 
Entering Unmasked Estep 
Score: -15167098.000000 Penalty: 13981.459961
	Iteration 5F: 3 clusters Score -1.51671e+07 nChanged 9369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58904 members 
Mstep: Class 2 contains 31626 members 
Entering Unmasked Estep 
Score: -15176181.000000 Penalty: 13981.459961
	Iteration 6F: 3 clusters Score -1.517618e+07 nChanged 8580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64996 members 
Mstep: Class 2 contains 25534 members 
Entering Unmasked Estep 
Score: -15183536.000000 Penalty: 13981.459961
	Iteration 7F: 3 clusters Score -1.518354e+07 nChanged 5942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69654 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -15187776.000000 Penalty: 13981.459961
	Iteration 8F: 3 clusters Score -1.518778e+07 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72810 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -15190048.000000 Penalty: 13981.459961
	Iteration 9Q: 3 clusters Score -1.519005e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75173 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -15191689.000000 Penalty: 13981.459961
	Iteration 10Q: 3 clusters Score -1.519169e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77209 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -15193317.000000 Penalty: 13981.459961
	Iteration 11Q: 3 clusters Score -1.519332e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78893 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -15194684.000000 Penalty: 13981.459961
	Iteration 12Q: 3 clusters Score -1.519468e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80123 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -15195415.000000 Penalty: 13981.459961
	Iteration 13Q: 3 clusters Score -1.519542e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81003 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -15195838.000000 Penalty: 13981.459961
	Iteration 14Q: 3 clusters Score -1.519584e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81594 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -15195988.000000 Penalty: 13981.459961
	Iteration 15Q: 3 clusters Score -1.519599e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82012 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -15196099.000000 Penalty: 13981.459961
	Iteration 16Q: 3 clusters Score -1.51961e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82299 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -15196194.000000 Penalty: 13981.459961
	Iteration 17Q: 3 clusters Score -1.519619e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82530 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -15196235.000000 Penalty: 13981.459961
	Iteration 18Q: 3 clusters Score -1.519624e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82708 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -15196266.000000 Penalty: 13981.459961
	Iteration 19Q: 3 clusters Score -1.519627e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82842 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -15196310.000000 Penalty: 13981.459961
	Iteration 20F: 3 clusters Score -1.519631e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82952 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -15196292.000000 Penalty: 13981.459961
	Iteration 21Q: 3 clusters Score -1.519629e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83037 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -15196306.000000 Penalty: 13981.459961
	Iteration 22Q: 3 clusters Score -1.519631e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83091 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -15196296.000000 Penalty: 13981.459961
	Iteration 23Q: 3 clusters Score -1.51963e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83138 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -15196290.000000 Penalty: 13981.459961
	Iteration 24Q: 3 clusters Score -1.519629e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83184 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -15196285.000000 Penalty: 13981.459961
	Iteration 25Q: 3 clusters Score -1.519628e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83220 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -15196292.000000 Penalty: 13981.459961
	Iteration 26Q: 3 clusters Score -1.519629e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83248 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -15196294.000000 Penalty: 13981.459961
	Iteration 27Q: 3 clusters Score -1.519629e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83262 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -15196306.000000 Penalty: 13981.459961
	Iteration 28Q: 3 clusters Score -1.519631e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83272 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -15196318.000000 Penalty: 13981.459961
	Iteration 29Q: 3 clusters Score -1.519632e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83286 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -15196329.000000 Penalty: 13981.459961
	Iteration 30Q: 3 clusters Score -1.519633e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83295 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -15196339.000000 Penalty: 13981.459961
	Iteration 31Q: 3 clusters Score -1.519634e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83306 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -15196324.000000 Penalty: 13981.459961
	Iteration 32Q: 3 clusters Score -1.519632e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83311 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -15196317.000000 Penalty: 13981.459961
	Iteration 33Q: 3 clusters Score -1.519632e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83318 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -15196316.000000 Penalty: 13981.459961
	Iteration 34Q: 3 clusters Score -1.519632e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83328 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -15196325.000000 Penalty: 13981.459961
	Iteration 35Q: 3 clusters Score -1.519632e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83337 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -15196315.000000 Penalty: 13981.459961
	Iteration 36Q: 3 clusters Score -1.519632e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83341 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -15196330.000000 Penalty: 13981.459961
	Iteration 37Q: 3 clusters Score -1.519633e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83346 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -15196321.000000 Penalty: 13981.459961
	Iteration 38Q: 3 clusters Score -1.519632e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83350 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -15196329.000000 Penalty: 13981.459961
	Iteration 39Q: 3 clusters Score -1.519633e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83353 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -15196346.000000 Penalty: 13981.459961
	Iteration 40F: 3 clusters Score -1.519635e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83357 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -15196339.000000 Penalty: 13981.459961
	Iteration 41Q: 3 clusters Score -1.519634e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83360 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -15196334.000000 Penalty: 13981.459961
	Iteration 42Q: 3 clusters Score -1.519633e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83362 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -15196342.000000 Penalty: 13981.459961
	Iteration 43Q: 3 clusters Score -1.519634e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83362 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -15196342.000000 Penalty: 13981.459961
	Iteration 44F: 3 clusters Score -1.519634e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 28854 members 
Mstep: Class 2 contains 25362 members 
Mstep: Class 3 contains 143835 members 
Mstep: Class 4 contains 24210 members 
Mstep: Class 5 contains 1966 members 
Mstep: Class 6 contains 16224 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 7168 members 
Mstep: Class 9 contains 83362 members 
Mstep: Class 12 contains 52614 members 
Mstep: Class 13 contains 574963 members 
Mstep: Class 14 contains 1347 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 276639 members 
Mstep: Class 18 contains 50656 members 
Mstep: Class 19 contains 20285 members 
Mstep: Class 20 contains 6817 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 5157 members 
Mstep: Class 23 contains 49868 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
Score: -233320720.000000 Penalty: 181791.359375
Splitting cluster 9 changes total score from -233313616.000000 to -233320720.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 12 (52614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52614 members 
Entering Unmasked Estep 
Score: -9148039.000000 Penalty: 6658.326660
	Iteration 0F: 2 clusters Score -9148039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26325 members 
Mstep: Class 2 contains 26289 members 
Entering Unmasked Estep 
Score: -9110724.000000 Penalty: 13316.653320
	Iteration 0F: 3 clusters Score -9110724 nChanged 23189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 26202 members 
Entering Unmasked Estep 
Score: -9123234.000000 Penalty: 13316.653320
	Iteration 1F: 3 clusters Score -9123234 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26535 members 
Mstep: Class 2 contains 26079 members 
Entering Unmasked Estep 
Score: -9124077.000000 Penalty: 13316.653320
	Iteration 2Q: 3 clusters Score -9124077 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26674 members 
Mstep: Class 2 contains 25940 members 
Entering Unmasked Estep 
Score: -9124768.000000 Penalty: 13316.653320
	Iteration 3Q: 3 clusters Score -9124768 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -9125353.000000 Penalty: 13316.653320
	Iteration 4Q: 3 clusters Score -9125353 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27018 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
Score: -9125942.000000 Penalty: 13316.653320
	Iteration 5Q: 3 clusters Score -9125942 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27183 members 
Mstep: Class 2 contains 25431 members 
Entering Unmasked Estep 
Score: -9126489.000000 Penalty: 13316.653320
	Iteration 6Q: 3 clusters Score -9126489 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27370 members 
Mstep: Class 2 contains 25244 members 
Entering Unmasked Estep 
Score: -9127154.000000 Penalty: 13316.653320
	Iteration 7Q: 3 clusters Score -9127154 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27572 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -9127929.000000 Penalty: 13316.653320
	Iteration 8Q: 3 clusters Score -9127929 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27763 members 
Mstep: Class 2 contains 24851 members 
Entering Unmasked Estep 
Score: -9128716.000000 Penalty: 13316.653320
	Iteration 9Q: 3 clusters Score -9128716 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -9129442.000000 Penalty: 13316.653320
	Iteration 10Q: 3 clusters Score -9129442 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28078 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
Score: -9130026.000000 Penalty: 13316.653320
	Iteration 11Q: 3 clusters Score -9130026 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28165 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -9130603.000000 Penalty: 13316.653320
	Iteration 12Q: 3 clusters Score -9130603 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28181 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -9131169.000000 Penalty: 13316.653320
	Iteration 13Q: 3 clusters Score -9131169 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28173 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -9131627.000000 Penalty: 13316.653320
	Iteration 14Q: 3 clusters Score -9131627 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28099 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -9132021.000000 Penalty: 13316.653320
	Iteration 15Q: 3 clusters Score -9132021 nChanged 1380
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -9132473 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27682 members 
Mstep: Class 2 contains 24932 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -9132884 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -9133426 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 25670 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -9134040 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 26075 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -9134674 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26159 members 
Mstep: Class 2 contains 26455 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9135338 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 26880 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9135990 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25312 members 
Mstep: Class 2 contains 27302 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9136518 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 27679 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -9136764 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 28031 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9137022 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 28324 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9137170 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 28623 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9137284 nChanged 398
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 28923 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9137331 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 29196 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9137437 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 29451 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9137495 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 29697 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9137564 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 29929 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9137542 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22426 members 
Mstep: Class 2 contains 30188 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9137632 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 30450 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9137657 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 30706 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9137700 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 30954 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9137764 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 31193 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9137769 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 31429 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9137820 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 31699 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9137874 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 31977 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9137948 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 32267 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9138009 nChanged 293
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 32548 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9138082 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 32879 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9138130 nChanged 347
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 33220 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9138217 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 33562 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9138288 nChanged 360
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Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 33922 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9138336 nChanged 402
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Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 34318 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 34724 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9138531 nChanged 411
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Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 35131 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 35556 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9138733 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 35981 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9138830 nChanged 474
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 36455 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9138971 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 36936 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9139080 nChanged 474
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 37404 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9139184 nChanged 490
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 37892 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9139327 nChanged 494
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 38382 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 38890 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9139660 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 39401 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9139838 nChanged 496
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 39895 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9139997 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 40400 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9140164 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 40908 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9140333 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 41429 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9140541 nChanged 502
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 41927 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9140701 nChanged 485
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Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 42406 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9140838 nChanged 454
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 42856 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9141029 nChanged 444
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Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 43296 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 43707 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9141335 nChanged 416
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Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 44123 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9141448 nChanged 399
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Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 44520 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9141629 nChanged 315
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Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 44835 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9141707 nChanged 273
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Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 45108 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9141805 nChanged 209
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 45317 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9141835 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 45493 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9141879 nChanged 169
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 45662 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 45829 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9141971 nChanged 158
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Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 45987 members 
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Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 46111 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9142028 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 46225 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9142068 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 46338 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 46446 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9142125 nChanged 120
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Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 46566 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 46671 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5833 members 
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	Iteration 83Q: 3 clusters Score -9142222 nChanged 102
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9142235 nChanged 99
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Mstep: Class 1 contains 5632 members 
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Mstep: Class 1 contains 5545 members 
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	Iteration 86Q: 3 clusters Score -9142274 nChanged 64
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Mstep: Class 1 contains 5481 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 5433 members 
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	Iteration 89Q: 3 clusters Score -9142281 nChanged 42
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Mstep: Class 1 contains 5346 members 
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	Iteration 90Q: 3 clusters Score -9142287 nChanged 45
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Mstep: Class 1 contains 5301 members 
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Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 47341 members 
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	Iteration 92Q: 3 clusters Score -9142309 nChanged 34
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Mstep: Class 1 contains 5239 members 
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Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 47425 members 
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	Iteration 94Q: 3 clusters Score -9142355 nChanged 60
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	Iteration 95Q: 3 clusters Score -9142369 nChanged 44
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	Iteration 96Q: 3 clusters Score -9142364 nChanged 43
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	Iteration 97Q: 3 clusters Score -9142385 nChanged 47
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Mstep: Class 1 contains 4997 members 
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	Iteration 98Q: 3 clusters Score -9142405 nChanged 37
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Mstep: Class 1 contains 4960 members 
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	Iteration 99Q: 3 clusters Score -9142401 nChanged 31
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Mstep: Class 1 contains 4929 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9142412 nChanged 25
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Mstep: Class 2 contains 47710 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9142423 nChanged 32
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Mstep: Class 1 contains 4872 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9142414 nChanged 31
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9142418 nChanged 24
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9142425 nChanged 17
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	Iteration 105Q: 3 clusters Score -9142425 nChanged 20
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9142438 nChanged 15
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Entering Unmasked Estep 
Score: -9142439.000000 Penalty: 13316.653320
	Iteration 107Q: 3 clusters Score -9142439 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 47862 members 
Entering Unmasked Estep 
Score: -9142436.000000 Penalty: 13316.653320
	Iteration 108Q: 3 clusters Score -9142436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 47871 members 
Entering Unmasked Estep 
Score: -9142444.000000 Penalty: 13316.653320
	Iteration 109Q: 3 clusters Score -9142444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 47880 members 
Entering Unmasked Estep 
Score: -9142432.000000 Penalty: 13316.653320
	Iteration 110Q: 3 clusters Score -9142432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 47882 members 
Entering Unmasked Estep 
Score: -9142436.000000 Penalty: 13316.653320
	Iteration 111Q: 3 clusters Score -9142436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 47887 members 
Entering Unmasked Estep 
Score: -9142427.000000 Penalty: 13316.653320
	Iteration 112Q: 3 clusters Score -9142427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 47895 members 
Entering Unmasked Estep 
Score: -9142426.000000 Penalty: 13316.653320
	Iteration 113Q: 3 clusters Score -9142426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 47900 members 
Entering Unmasked Estep 
Score: -9142435.000000 Penalty: 13316.653320
	Iteration 114Q: 3 clusters Score -9142435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 47908 members 
Entering Unmasked Estep 
Score: -9142447.000000 Penalty: 13316.653320
	Iteration 115Q: 3 clusters Score -9142447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 47911 members 
Entering Unmasked Estep 
Score: -9142446.000000 Penalty: 13316.653320
	Iteration 116Q: 3 clusters Score -9142446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 47914 members 
Entering Unmasked Estep 
Score: -9142456.000000 Penalty: 13316.653320
	Iteration 117Q: 3 clusters Score -9142456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 47915 members 
Entering Unmasked Estep 
Score: -9142456.000000 Penalty: 13316.653320
	Iteration 118Q: 3 clusters Score -9142456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 47917 members 
Entering Unmasked Estep 
Score: -9142448.000000 Penalty: 13316.653320
	Iteration 119Q: 3 clusters Score -9142448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 47917 members 
Entering Unmasked Estep 
Score: -9142448.000000 Penalty: 13316.653320
	Iteration 120F: 3 clusters Score -9142448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (574963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574963 members 
Entering Unmasked Estep 
Score: -98548064.000000 Penalty: 8123.012207
	Iteration 0F: 2 clusters Score -9.854806e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287686 members 
Mstep: Class 2 contains 287277 members 
Entering Unmasked Estep 
Score: -98213648.000000 Penalty: 16246.024414
	Iteration 0F: 3 clusters Score -9.821365e+07 nChanged 277653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294085 members 
Mstep: Class 2 contains 280878 members 
Entering Unmasked Estep 
Score: -98377008.000000 Penalty: 16246.024414
	Iteration 1F: 3 clusters Score -9.837701e+07 nChanged 14045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298600 members 
Mstep: Class 2 contains 276363 members 
Entering Unmasked Estep 
Score: -98378960.000000 Penalty: 16246.024414
	Iteration 2Q: 3 clusters Score -9.837896e+07 nChanged 15599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305819 members 
Mstep: Class 2 contains 269144 members 
Entering Unmasked Estep 
Score: -98382800.000000 Penalty: 16246.024414
	Iteration 3Q: 3 clusters Score -9.83828e+07 nChanged 18663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316892 members 
Mstep: Class 2 contains 258071 members 
Entering Unmasked Estep 
Score: -98387688.000000 Penalty: 16246.024414
	Iteration 4Q: 3 clusters Score -9.838769e+07 nChanged 23013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333859 members 
Mstep: Class 2 contains 241104 members 
Entering Unmasked Estep 
Score: -98395816.000000 Penalty: 16246.024414
	Iteration 5Q: 3 clusters Score -9.839582e+07 nChanged 29300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358825 members 
Mstep: Class 2 contains 216138 members 
Entering Unmasked Estep 
Score: -98409152.000000 Penalty: 16246.024414
	Iteration 6F: 3 clusters Score -9.840915e+07 nChanged 37813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393968 members 
Mstep: Class 2 contains 180995 members 
Entering Unmasked Estep 
Score: -98432616.000000 Penalty: 16246.024414
	Iteration 7F: 3 clusters Score -9.843262e+07 nChanged 45712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438546 members 
Mstep: Class 2 contains 136417 members 
Entering Unmasked Estep 
Score: -98467096.000000 Penalty: 16246.024414
	Iteration 8F: 3 clusters Score -9.84671e+07 nChanged 49653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487939 members 
Mstep: Class 2 contains 87024 members 
Entering Unmasked Estep 
Score: -98502224.000000 Penalty: 16246.024414
	Iteration 9F: 3 clusters Score -9.850222e+07 nChanged 41932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529761 members 
Mstep: Class 2 contains 45202 members 
Entering Unmasked Estep 
Score: -98527448.000000 Penalty: 16246.024414
	Iteration 10F: 3 clusters Score -9.852745e+07 nChanged 24470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554181 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -98537640.000000 Penalty: 16246.024414
	Iteration 11Q: 3 clusters Score -9.853764e+07 nChanged 10818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564965 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -98541368.000000 Penalty: 16246.024414
	Iteration 12Q: 3 clusters Score -9.854137e+07 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569069 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -98542640.000000 Penalty: 16246.024414
	Iteration 13Q: 3 clusters Score -9.854264e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570551 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -98543168.000000 Penalty: 16246.024414
	Iteration 14Q: 3 clusters Score -9.854317e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571062 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -98543536.000000 Penalty: 16246.024414
	Iteration 15Q: 3 clusters Score -9.854354e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571216 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -98543936.000000 Penalty: 16246.024414
	Iteration 16Q: 3 clusters Score -9.854394e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571268 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -98544240.000000 Penalty: 16246.024414
	Iteration 17Q: 3 clusters Score -9.854424e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571295 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -98544536.000000 Penalty: 16246.024414
	Iteration 18Q: 3 clusters Score -9.854454e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571294 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -98544600.000000 Penalty: 16246.024414
	Iteration 19Q: 3 clusters Score -9.85446e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571293 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -98544856.000000 Penalty: 16246.024414
	Iteration 20F: 3 clusters Score -9.854486e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571309 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -98544888.000000 Penalty: 16246.024414
	Iteration 21Q: 3 clusters Score -9.854489e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571308 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -98544888.000000 Penalty: 16246.024414
	Iteration 22Q: 3 clusters Score -9.854489e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571303 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -98544984.000000 Penalty: 16246.024414
	Iteration 23Q: 3 clusters Score -9.854498e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571297 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -98545016.000000 Penalty: 16246.024414
	Iteration 24Q: 3 clusters Score -9.854502e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571293 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -98545088.000000 Penalty: 16246.024414
	Iteration 25Q: 3 clusters Score -9.854509e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571287 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -98545096.000000 Penalty: 16246.024414
	Iteration 26Q: 3 clusters Score -9.85451e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571282 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -98545088.000000 Penalty: 16246.024414
	Iteration 27Q: 3 clusters Score -9.854509e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571283 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -98545080.000000 Penalty: 16246.024414
	Iteration 28Q: 3 clusters Score -9.854508e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571270 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -98545160.000000 Penalty: 16246.024414
	Iteration 29Q: 3 clusters Score -9.854516e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571262 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -98545192.000000 Penalty: 16246.024414
	Iteration 30Q: 3 clusters Score -9.854519e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571263 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -98545176.000000 Penalty: 16246.024414
	Iteration 31Q: 3 clusters Score -9.854518e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571259 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -98545176.000000 Penalty: 16246.024414
	Iteration 32Q: 3 clusters Score -9.854518e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571261 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -98545144.000000 Penalty: 16246.024414
	Iteration 33Q: 3 clusters Score -9.854514e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571260 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -98545152.000000 Penalty: 16246.024414
	Iteration 34Q: 3 clusters Score -9.854515e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571257 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -98545128.000000 Penalty: 16246.024414
	Iteration 35Q: 3 clusters Score -9.854513e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571248 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -98545128.000000 Penalty: 16246.024414
	Iteration 36Q: 3 clusters Score -9.854513e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571241 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -98545080.000000 Penalty: 16246.024414
	Iteration 37Q: 3 clusters Score -9.854508e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571237 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -98545144.000000 Penalty: 16246.024414
	Iteration 38Q: 3 clusters Score -9.854514e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571234 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -98545104.000000 Penalty: 16246.024414
	Iteration 39Q: 3 clusters Score -9.85451e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571231 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -98545120.000000 Penalty: 16246.024414
	Iteration 40F: 3 clusters Score -9.854512e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571229 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -98545120.000000 Penalty: 16246.024414
	Iteration 41Q: 3 clusters Score -9.854512e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571224 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -98545096.000000 Penalty: 16246.024414
	Iteration 42Q: 3 clusters Score -9.85451e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571223 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -98545144.000000 Penalty: 16246.024414
	Iteration 43Q: 3 clusters Score -9.854514e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571223 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -98545200.000000 Penalty: 16246.024414
	Iteration 44Q: 3 clusters Score -9.85452e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571224 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -98545144.000000 Penalty: 16246.024414
	Iteration 45Q: 3 clusters Score -9.854514e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571223 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -98545160.000000 Penalty: 16246.024414
	Iteration 46Q: 3 clusters Score -9.854516e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571223 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -98545120.000000 Penalty: 16246.024414
	Iteration 47Q: 3 clusters Score -9.854512e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571224 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -98545136.000000 Penalty: 16246.024414
	Iteration 48Q: 3 clusters Score -9.854514e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571224 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -98545136.000000 Penalty: 16246.024414
	Iteration 49F: 3 clusters Score -9.854514e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Entering Unmasked Estep 
Score: -203993.453125 Penalty: 4413.451660
	Iteration 0F: 2 clusters Score -203993.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -199539.265625 Penalty: 8826.903320
	Iteration 0F: 3 clusters Score -199539.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -200036.250000 Penalty: 8826.903320
	Iteration 1F: 3 clusters Score -200036.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -200222.109375 Penalty: 8826.903320
	Iteration 2F: 3 clusters Score -200222.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -200298.078125 Penalty: 8826.903320
	Iteration 3Q: 3 clusters Score -200298.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -200416.140625 Penalty: 8826.903320
	Iteration 4Q: 3 clusters Score -200416.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -200557.734375 Penalty: 8826.903320
	Iteration 5Q: 3 clusters Score -200557.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -200710.656250 Penalty: 8826.903320
	Iteration 6Q: 3 clusters Score -200710.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -200860.500000 Penalty: 8826.903320
	Iteration 7Q: 3 clusters Score -200860.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -201042.500000 Penalty: 8826.903320
	Iteration 8Q: 3 clusters Score -201042.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -201269.609375 Penalty: 8826.903320
	Iteration 9Q: 3 clusters Score -201269.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -201581.828125 Penalty: 8826.903320
	Iteration 10Q: 3 clusters Score -201581.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -201991.578125 Penalty: 8826.903320
	Iteration 11Q: 3 clusters Score -201991.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -202263.484375 Penalty: 8826.903320
	Iteration 12Q: 3 clusters Score -202263.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -202347.046875 Penalty: 8826.903320
	Iteration 13Q: 3 clusters Score -202347 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -202388.671875 Penalty: 8826.903320
	Iteration 14Q: 3 clusters Score -202388.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -202408.593750 Penalty: 8826.903320
	Iteration 15Q: 3 clusters Score -202408.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -202414.015625 Penalty: 8826.903320
	Iteration 16Q: 3 clusters Score -202414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -202419.109375 Penalty: 8826.903320
	Iteration 17Q: 3 clusters Score -202419.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -202419.109375 Penalty: 8826.903320
	Iteration 18F: 3 clusters Score -202419.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Entering Unmasked Estep 
Score: -200465.375000 Penalty: 4397.326172
	Iteration 0F: 2 clusters Score -200465.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -196119.828125 Penalty: 8794.652344
	Iteration 0F: 3 clusters Score -196119.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -196707.062500 Penalty: 8794.652344
	Iteration 1F: 3 clusters Score -196707.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -197030.125000 Penalty: 8794.652344
	Iteration 2F: 3 clusters Score -197030.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -197344.328125 Penalty: 8794.652344
	Iteration 3F: 3 clusters Score -197344.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -197673.093750 Penalty: 8794.652344
	Iteration 4Q: 3 clusters Score -197673.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -198112.234375 Penalty: 8794.652344
	Iteration 5F: 3 clusters Score -198112.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -198357.875000 Penalty: 8794.652344
	Iteration 6F: 3 clusters Score -198357.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -198625.984375 Penalty: 8794.652344
	Iteration 7Q: 3 clusters Score -198626 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -198796.562500 Penalty: 8794.652344
	Iteration 8Q: 3 clusters Score -198796.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -198904.781250 Penalty: 8794.652344
	Iteration 9Q: 3 clusters Score -198904.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -198961.796875 Penalty: 8794.652344
	Iteration 10Q: 3 clusters Score -198961.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -199000.484375 Penalty: 8794.652344
	Iteration 11Q: 3 clusters Score -199000.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -199031.750000 Penalty: 8794.652344
	Iteration 12Q: 3 clusters Score -199031.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -199042.578125 Penalty: 8794.652344
	Iteration 13Q: 3 clusters Score -199042.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -199042.578125 Penalty: 8794.652344
	Iteration 14F: 3 clusters Score -199042.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (276639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276639 members 
Entering Unmasked Estep 
Score: -47647204.000000 Penalty: 7674.912109
	Iteration 0F: 2 clusters Score -4.76472e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138230 members 
Mstep: Class 2 contains 138409 members 
Entering Unmasked Estep 
Score: -47466700.000000 Penalty: 15349.824219
	Iteration 0F: 3 clusters Score -4.74667e+07 nChanged 131137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136759 members 
Mstep: Class 2 contains 139880 members 
Entering Unmasked Estep 
Score: -47543060.000000 Penalty: 15349.824219
	Iteration 1F: 3 clusters Score -4.754306e+07 nChanged 9289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136000 members 
Mstep: Class 2 contains 140639 members 
Entering Unmasked Estep 
Score: -47545484.000000 Penalty: 15349.824219
	Iteration 2Q: 3 clusters Score -4.754548e+07 nChanged 9883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134803 members 
Mstep: Class 2 contains 141836 members 
Entering Unmasked Estep 
Score: -47548956.000000 Penalty: 15349.824219
	Iteration 3Q: 3 clusters Score -4.754896e+07 nChanged 11147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133142 members 
Mstep: Class 2 contains 143497 members 
Entering Unmasked Estep 
Score: -47553200.000000 Penalty: 15349.824219
	Iteration 4Q: 3 clusters Score -4.75532e+07 nChanged 12856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131220 members 
Mstep: Class 2 contains 145419 members 
Entering Unmasked Estep 
Score: -47559236.000000 Penalty: 15349.824219
	Iteration 5Q: 3 clusters Score -4.755924e+07 nChanged 14540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129202 members 
Mstep: Class 2 contains 147437 members 
Entering Unmasked Estep 
Score: -47567120.000000 Penalty: 15349.824219
	Iteration 6F: 3 clusters Score -4.756712e+07 nChanged 16222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127346 members 
Mstep: Class 2 contains 149293 members 
Entering Unmasked Estep 
Score: -47576540.000000 Penalty: 15349.824219
	Iteration 7F: 3 clusters Score -4.757654e+07 nChanged 16657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125989 members 
Mstep: Class 2 contains 150650 members 
Entering Unmasked Estep 
Score: -47586832.000000 Penalty: 15349.824219
	Iteration 8F: 3 clusters Score -4.758683e+07 nChanged 16549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124902 members 
Mstep: Class 2 contains 151737 members 
Entering Unmasked Estep 
Score: -47597360.000000 Penalty: 15349.824219
	Iteration 9F: 3 clusters Score -4.759736e+07 nChanged 14962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124116 members 
Mstep: Class 2 contains 152523 members 
Entering Unmasked Estep 
Score: -47606088.000000 Penalty: 15349.824219
	Iteration 10F: 3 clusters Score -4.760609e+07 nChanged 11708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123474 members 
Mstep: Class 2 contains 153165 members 
Entering Unmasked Estep 
Score: -47611004.000000 Penalty: 15349.824219
	Iteration 11Q: 3 clusters Score -4.7611e+07 nChanged 7725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122867 members 
Mstep: Class 2 contains 153772 members 
Entering Unmasked Estep 
Score: -47613128.000000 Penalty: 15349.824219
	Iteration 12Q: 3 clusters Score -4.761313e+07 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122065 members 
Mstep: Class 2 contains 154574 members 
Entering Unmasked Estep 
Score: -47614100.000000 Penalty: 15349.824219
	Iteration 13Q: 3 clusters Score -4.76141e+07 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121202 members 
Mstep: Class 2 contains 155437 members 
Entering Unmasked Estep 
Score: -47614872.000000 Penalty: 15349.824219
	Iteration 14Q: 3 clusters Score -4.761487e+07 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120213 members 
Mstep: Class 2 contains 156426 members 
Entering Unmasked Estep 
Score: -47615604.000000 Penalty: 15349.824219
	Iteration 15Q: 3 clusters Score -4.76156e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119085 members 
Mstep: Class 2 contains 157554 members 
Entering Unmasked Estep 
Score: -47616340.000000 Penalty: 15349.824219
	Iteration 16Q: 3 clusters Score -4.761634e+07 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117767 members 
Mstep: Class 2 contains 158872 members 
Entering Unmasked Estep 
Score: -47617100.000000 Penalty: 15349.824219
	Iteration 17Q: 3 clusters Score -4.76171e+07 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116247 members 
Mstep: Class 2 contains 160392 members 
Entering Unmasked Estep 
Score: -47617644.000000 Penalty: 15349.824219
	Iteration 18Q: 3 clusters Score -4.761764e+07 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114478 members 
Mstep: Class 2 contains 162161 members 
Entering Unmasked Estep 
Score: -47618452.000000 Penalty: 15349.824219
	Iteration 19Q: 3 clusters Score -4.761845e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112580 members 
Mstep: Class 2 contains 164059 members 
Entering Unmasked Estep 
Score: -47619264.000000 Penalty: 15349.824219
	Iteration 20F: 3 clusters Score -4.761926e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110408 members 
Mstep: Class 2 contains 166231 members 
Entering Unmasked Estep 
Score: -47620436.000000 Penalty: 15349.824219
	Iteration 21Q: 3 clusters Score -4.762044e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108117 members 
Mstep: Class 2 contains 168522 members 
Entering Unmasked Estep 
Score: -47621572.000000 Penalty: 15349.824219
	Iteration 22Q: 3 clusters Score -4.762157e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105741 members 
Mstep: Class 2 contains 170898 members 
Entering Unmasked Estep 
Score: -47622676.000000 Penalty: 15349.824219
	Iteration 23Q: 3 clusters Score -4.762268e+07 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103299 members 
Mstep: Class 2 contains 173340 members 
Entering Unmasked Estep 
Score: -47623576.000000 Penalty: 15349.824219
	Iteration 24Q: 3 clusters Score -4.762358e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100840 members 
Mstep: Class 2 contains 175799 members 
Entering Unmasked Estep 
Score: -47624320.000000 Penalty: 15349.824219
	Iteration 25Q: 3 clusters Score -4.762432e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98503 members 
Mstep: Class 2 contains 178136 members 
Entering Unmasked Estep 
Score: -47625112.000000 Penalty: 15349.824219
	Iteration 26Q: 3 clusters Score -4.762511e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96135 members 
Mstep: Class 2 contains 180504 members 
Entering Unmasked Estep 
Score: -47625780.000000 Penalty: 15349.824219
	Iteration 27Q: 3 clusters Score -4.762578e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93875 members 
Mstep: Class 2 contains 182764 members 
Entering Unmasked Estep 
Score: -47626168.000000 Penalty: 15349.824219
	Iteration 28Q: 3 clusters Score -4.762617e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91741 members 
Mstep: Class 2 contains 184898 members 
Entering Unmasked Estep 
Score: -47626652.000000 Penalty: 15349.824219
	Iteration 29Q: 3 clusters Score -4.762665e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89687 members 
Mstep: Class 2 contains 186952 members 
Entering Unmasked Estep 
Score: -47627068.000000 Penalty: 15349.824219
	Iteration 30Q: 3 clusters Score -4.762707e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87745 members 
Mstep: Class 2 contains 188894 members 
Entering Unmasked Estep 
Score: -47627624.000000 Penalty: 15349.824219
	Iteration 31Q: 3 clusters Score -4.762762e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85884 members 
Mstep: Class 2 contains 190755 members 
Entering Unmasked Estep 
Score: -47627952.000000 Penalty: 15349.824219
	Iteration 32Q: 3 clusters Score -4.762795e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84078 members 
Mstep: Class 2 contains 192561 members 
Entering Unmasked Estep 
Score: -47628248.000000 Penalty: 15349.824219
	Iteration 33Q: 3 clusters Score -4.762825e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82403 members 
Mstep: Class 2 contains 194236 members 
Entering Unmasked Estep 
Score: -47628488.000000 Penalty: 15349.824219
	Iteration 34Q: 3 clusters Score -4.762849e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80741 members 
Mstep: Class 2 contains 195898 members 
Entering Unmasked Estep 
Score: -47628676.000000 Penalty: 15349.824219
	Iteration 35Q: 3 clusters Score -4.762868e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79244 members 
Mstep: Class 2 contains 197395 members 
Entering Unmasked Estep 
Score: -47628732.000000 Penalty: 15349.824219
	Iteration 36Q: 3 clusters Score -4.762873e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77775 members 
Mstep: Class 2 contains 198864 members 
Entering Unmasked Estep 
Score: -47628844.000000 Penalty: 15349.824219
	Iteration 37Q: 3 clusters Score -4.762884e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76375 members 
Mstep: Class 2 contains 200264 members 
Entering Unmasked Estep 
Score: -47628972.000000 Penalty: 15349.824219
	Iteration 38Q: 3 clusters Score -4.762897e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75030 members 
Mstep: Class 2 contains 201609 members 
Entering Unmasked Estep 
Score: -47629060.000000 Penalty: 15349.824219
	Iteration 39Q: 3 clusters Score -4.762906e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73730 members 
Mstep: Class 2 contains 202909 members 
Entering Unmasked Estep 
Score: -47629244.000000 Penalty: 15349.824219
	Iteration 40F: 3 clusters Score -4.762924e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72467 members 
Mstep: Class 2 contains 204172 members 
Entering Unmasked Estep 
Score: -47629392.000000 Penalty: 15349.824219
	Iteration 41Q: 3 clusters Score -4.762939e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71247 members 
Mstep: Class 2 contains 205392 members 
Entering Unmasked Estep 
Score: -47629564.000000 Penalty: 15349.824219
	Iteration 42Q: 3 clusters Score -4.762956e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70086 members 
Mstep: Class 2 contains 206553 members 
Entering Unmasked Estep 
Score: -47629688.000000 Penalty: 15349.824219
	Iteration 43Q: 3 clusters Score -4.762969e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68983 members 
Mstep: Class 2 contains 207656 members 
Entering Unmasked Estep 
Score: -47629764.000000 Penalty: 15349.824219
	Iteration 44Q: 3 clusters Score -4.762976e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67916 members 
Mstep: Class 2 contains 208723 members 
Entering Unmasked Estep 
Score: -47629912.000000 Penalty: 15349.824219
	Iteration 45Q: 3 clusters Score -4.762991e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66915 members 
Mstep: Class 2 contains 209724 members 
Entering Unmasked Estep 
Score: -47629892.000000 Penalty: 15349.824219
	Iteration 46Q: 3 clusters Score -4.762989e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65929 members 
Mstep: Class 2 contains 210710 members 
Entering Unmasked Estep 
Score: -47630028.000000 Penalty: 15349.824219
	Iteration 47Q: 3 clusters Score -4.763003e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64997 members 
Mstep: Class 2 contains 211642 members 
Entering Unmasked Estep 
Score: -47630028.000000 Penalty: 15349.824219
	Iteration 48Q: 3 clusters Score -4.763003e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64060 members 
Mstep: Class 2 contains 212579 members 
Entering Unmasked Estep 
Score: -47630192.000000 Penalty: 15349.824219
	Iteration 49Q: 3 clusters Score -4.763019e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63174 members 
Mstep: Class 2 contains 213465 members 
Entering Unmasked Estep 
Score: -47630152.000000 Penalty: 15349.824219
	Iteration 50Q: 3 clusters Score -4.763015e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62372 members 
Mstep: Class 2 contains 214267 members 
Entering Unmasked Estep 
Score: -47630416.000000 Penalty: 15349.824219
	Iteration 51Q: 3 clusters Score -4.763042e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61592 members 
Mstep: Class 2 contains 215047 members 
Entering Unmasked Estep 
Score: -47630504.000000 Penalty: 15349.824219
	Iteration 52Q: 3 clusters Score -4.76305e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60827 members 
Mstep: Class 2 contains 215812 members 
Entering Unmasked Estep 
Score: -47630560.000000 Penalty: 15349.824219
	Iteration 53Q: 3 clusters Score -4.763056e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60071 members 
Mstep: Class 2 contains 216568 members 
Entering Unmasked Estep 
Score: -47630612.000000 Penalty: 15349.824219
	Iteration 54Q: 3 clusters Score -4.763061e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59289 members 
Mstep: Class 2 contains 217350 members 
Entering Unmasked Estep 
Score: -47630584.000000 Penalty: 15349.824219
	Iteration 55Q: 3 clusters Score -4.763058e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58548 members 
Mstep: Class 2 contains 218091 members 
Entering Unmasked Estep 
Score: -47630544.000000 Penalty: 15349.824219
	Iteration 56Q: 3 clusters Score -4.763054e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57780 members 
Mstep: Class 2 contains 218859 members 
Entering Unmasked Estep 
Score: -47630680.000000 Penalty: 15349.824219
	Iteration 57Q: 3 clusters Score -4.763068e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57016 members 
Mstep: Class 2 contains 219623 members 
Entering Unmasked Estep 
Score: -47630708.000000 Penalty: 15349.824219
	Iteration 58Q: 3 clusters Score -4.763071e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56278 members 
Mstep: Class 2 contains 220361 members 
Entering Unmasked Estep 
Score: -47630912.000000 Penalty: 15349.824219
	Iteration 59Q: 3 clusters Score -4.763091e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55539 members 
Mstep: Class 2 contains 221100 members 
Entering Unmasked Estep 
Score: -47631060.000000 Penalty: 15349.824219
	Iteration 60F: 3 clusters Score -4.763106e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54776 members 
Mstep: Class 2 contains 221863 members 
Entering Unmasked Estep 
Score: -47631088.000000 Penalty: 15349.824219
	Iteration 61Q: 3 clusters Score -4.763109e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54008 members 
Mstep: Class 2 contains 222631 members 
Entering Unmasked Estep 
Score: -47631084.000000 Penalty: 15349.824219
	Iteration 62Q: 3 clusters Score -4.763108e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53228 members 
Mstep: Class 2 contains 223411 members 
Entering Unmasked Estep 
Score: -47631140.000000 Penalty: 15349.824219
	Iteration 63Q: 3 clusters Score -4.763114e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52422 members 
Mstep: Class 2 contains 224217 members 
Entering Unmasked Estep 
Score: -47631144.000000 Penalty: 15349.824219
	Iteration 64Q: 3 clusters Score -4.763114e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51610 members 
Mstep: Class 2 contains 225029 members 
Entering Unmasked Estep 
Score: -47631152.000000 Penalty: 15349.824219
	Iteration 65Q: 3 clusters Score -4.763115e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50742 members 
Mstep: Class 2 contains 225897 members 
Entering Unmasked Estep 
Score: -47631340.000000 Penalty: 15349.824219
	Iteration 66Q: 3 clusters Score -4.763134e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49847 members 
Mstep: Class 2 contains 226792 members 
Entering Unmasked Estep 
Score: -47631488.000000 Penalty: 15349.824219
	Iteration 67Q: 3 clusters Score -4.763149e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48940 members 
Mstep: Class 2 contains 227699 members 
Entering Unmasked Estep 
Score: -47631668.000000 Penalty: 15349.824219
	Iteration 68Q: 3 clusters Score -4.763167e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47996 members 
Mstep: Class 2 contains 228643 members 
Entering Unmasked Estep 
Score: -47631852.000000 Penalty: 15349.824219
	Iteration 69Q: 3 clusters Score -4.763185e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46982 members 
Mstep: Class 2 contains 229657 members 
Entering Unmasked Estep 
Score: -47632016.000000 Penalty: 15349.824219
	Iteration 70Q: 3 clusters Score -4.763202e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45979 members 
Mstep: Class 2 contains 230660 members 
Entering Unmasked Estep 
Score: -47632260.000000 Penalty: 15349.824219
	Iteration 71Q: 3 clusters Score -4.763226e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44956 members 
Mstep: Class 2 contains 231683 members 
Entering Unmasked Estep 
Score: -47632384.000000 Penalty: 15349.824219
	Iteration 72Q: 3 clusters Score -4.763238e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43894 members 
Mstep: Class 2 contains 232745 members 
Entering Unmasked Estep 
Score: -47632656.000000 Penalty: 15349.824219
	Iteration 73Q: 3 clusters Score -4.763266e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42740 members 
Mstep: Class 2 contains 233899 members 
Entering Unmasked Estep 
Score: -47633048.000000 Penalty: 15349.824219
	Iteration 74Q: 3 clusters Score -4.763305e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41551 members 
Mstep: Class 2 contains 235088 members 
Entering Unmasked Estep 
Score: -47633280.000000 Penalty: 15349.824219
	Iteration 75Q: 3 clusters Score -4.763328e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40309 members 
Mstep: Class 2 contains 236330 members 
Entering Unmasked Estep 
Score: -47633532.000000 Penalty: 15349.824219
	Iteration 76Q: 3 clusters Score -4.763353e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39026 members 
Mstep: Class 2 contains 237613 members 
Entering Unmasked Estep 
Score: -47634004.000000 Penalty: 15349.824219
	Iteration 77Q: 3 clusters Score -4.7634e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37722 members 
Mstep: Class 2 contains 238917 members 
Entering Unmasked Estep 
Score: -47634560.000000 Penalty: 15349.824219
	Iteration 78Q: 3 clusters Score -4.763456e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36342 members 
Mstep: Class 2 contains 240297 members 
Entering Unmasked Estep 
Score: -47635304.000000 Penalty: 15349.824219
	Iteration 79Q: 3 clusters Score -4.76353e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34921 members 
Mstep: Class 2 contains 241718 members 
Entering Unmasked Estep 
Score: -47636036.000000 Penalty: 15349.824219
	Iteration 80F: 3 clusters Score -4.763604e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33419 members 
Mstep: Class 2 contains 243220 members 
Entering Unmasked Estep 
Score: -47637156.000000 Penalty: 15349.824219
	Iteration 81Q: 3 clusters Score -4.763716e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31955 members 
Mstep: Class 2 contains 244684 members 
Entering Unmasked Estep 
Score: -47638124.000000 Penalty: 15349.824219
	Iteration 82Q: 3 clusters Score -4.763812e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30587 members 
Mstep: Class 2 contains 246052 members 
Entering Unmasked Estep 
Score: -47639068.000000 Penalty: 15349.824219
	Iteration 83Q: 3 clusters Score -4.763907e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29365 members 
Mstep: Class 2 contains 247274 members 
Entering Unmasked Estep 
Score: -47639724.000000 Penalty: 15349.824219
	Iteration 84Q: 3 clusters Score -4.763972e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28354 members 
Mstep: Class 2 contains 248285 members 
Entering Unmasked Estep 
Score: -47640216.000000 Penalty: 15349.824219
	Iteration 85Q: 3 clusters Score -4.764022e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27442 members 
Mstep: Class 2 contains 249197 members 
Entering Unmasked Estep 
Score: -47640700.000000 Penalty: 15349.824219
	Iteration 86Q: 3 clusters Score -4.76407e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26630 members 
Mstep: Class 2 contains 250009 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4.764096e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 250702 members 
Entering Unmasked Estep 
Score: -47641132.000000 Penalty: 15349.824219
	Iteration 88Q: 3 clusters Score -4.764113e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 251310 members 
Entering Unmasked Estep 
Score: -47641320.000000 Penalty: 15349.824219
	Iteration 89Q: 3 clusters Score -4.764132e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24776 members 
Mstep: Class 2 contains 251863 members 
Entering Unmasked Estep 
Score: -47641208.000000 Penalty: 15349.824219
	Iteration 90Q: 3 clusters Score -4.764121e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 252355 members 
Entering Unmasked Estep 
Score: -47641268.000000 Penalty: 15349.824219
	Iteration 91Q: 3 clusters Score -4.764127e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 252846 members 
Entering Unmasked Estep 
Score: -47641376.000000 Penalty: 15349.824219
	Iteration 92Q: 3 clusters Score -4.764138e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 253288 members 
Entering Unmasked Estep 
Score: -47641464.000000 Penalty: 15349.824219
	Iteration 93Q: 3 clusters Score -4.764146e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 253703 members 
Entering Unmasked Estep 
Score: -47641568.000000 Penalty: 15349.824219
	Iteration 94Q: 3 clusters Score -4.764157e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 254083 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4.764146e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 254420 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4.764153e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 254731 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4.764156e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 255034 members 
Entering Unmasked Estep 
Score: -47641652.000000 Penalty: 15349.824219
	Iteration 98Q: 3 clusters Score -4.764165e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 255303 members 
Entering Unmasked Estep 
Score: -47641616.000000 Penalty: 15349.824219
	Iteration 99Q: 3 clusters Score -4.764162e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 255560 members 
Entering Unmasked Estep 
Score: -47641612.000000 Penalty: 15349.824219
	Iteration 100F: 3 clusters Score -4.764161e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 255803 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4.764168e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 256020 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4.764168e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 256244 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4.764171e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 256446 members 
Entering Unmasked Estep 
Score: -47641728.000000 Penalty: 15349.824219
	Iteration 104Q: 3 clusters Score -4.764173e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 256638 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4.764168e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 256816 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4.764172e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 256973 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4.764168e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 257122 members 
Entering Unmasked Estep 
Score: -47641704.000000 Penalty: 15349.824219
	Iteration 108Q: 3 clusters Score -4.76417e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 257246 members 
Entering Unmasked Estep 
Score: -47641752.000000 Penalty: 15349.824219
	Iteration 109Q: 3 clusters Score -4.764175e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 257364 members 
Entering Unmasked Estep 
Score: -47641700.000000 Penalty: 15349.824219
	Iteration 110Q: 3 clusters Score -4.76417e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 257495 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4.764171e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 257626 members 
Entering Unmasked Estep 
Score: -47641744.000000 Penalty: 15349.824219
	Iteration 112Q: 3 clusters Score -4.764174e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 257745 members 
Entering Unmasked Estep 
Score: -47641760.000000 Penalty: 15349.824219
	Iteration 113Q: 3 clusters Score -4.764176e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 257869 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4.764172e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 257993 members 
Entering Unmasked Estep 
Score: -47641764.000000 Penalty: 15349.824219
	Iteration 115Q: 3 clusters Score -4.764176e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 258122 members 
Entering Unmasked Estep 
Score: -47641736.000000 Penalty: 15349.824219
	Iteration 116Q: 3 clusters Score -4.764174e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 258252 members 
Entering Unmasked Estep 
Score: -47641768.000000 Penalty: 15349.824219
	Iteration 117Q: 3 clusters Score -4.764177e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 258377 members 
Entering Unmasked Estep 
Score: -47641816.000000 Penalty: 15349.824219
	Iteration 118Q: 3 clusters Score -4.764182e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 258491 members 
Entering Unmasked Estep 
Score: -47641776.000000 Penalty: 15349.824219
	Iteration 119Q: 3 clusters Score -4.764178e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 258610 members 
Entering Unmasked Estep 
Score: -47641696.000000 Penalty: 15349.824219
	Iteration 120F: 3 clusters Score -4.76417e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 258727 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4.764178e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 258844 members 
Entering Unmasked Estep 
Score: -47641792.000000 Penalty: 15349.824219
	Iteration 122Q: 3 clusters Score -4.764179e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 258960 members 
Entering Unmasked Estep 
Score: -47641812.000000 Penalty: 15349.824219
	Iteration 123Q: 3 clusters Score -4.764181e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 259085 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -4.764176e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 259205 members 
Entering Unmasked Estep 
Score: -47641804.000000 Penalty: 15349.824219
	Iteration 125Q: 3 clusters Score -4.76418e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 259329 members 
Entering Unmasked Estep 
Score: -47641844.000000 Penalty: 15349.824219
	Iteration 126Q: 3 clusters Score -4.764184e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 259429 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -4.764182e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 259538 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -4.76418e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 259649 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -4.76418e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 259742 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -4.76418e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 259839 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -4.764178e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 259919 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -4.764175e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 259999 members 
Entering Unmasked Estep 
Score: -47641756.000000 Penalty: 15349.824219
	Iteration 133Q: 3 clusters Score -4.764176e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 260072 members 
Entering Unmasked Estep 
Score: -47641768.000000 Penalty: 15349.824219
	Iteration 134Q: 3 clusters Score -4.764177e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 260140 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -4.764182e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 260205 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -4.764182e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 260262 members 
Entering Unmasked Estep 
Score: -47641828.000000 Penalty: 15349.824219
	Iteration 137Q: 3 clusters Score -4.764183e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 260337 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -4.764185e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 260403 members 
Entering Unmasked Estep 
Score: -47641900.000000 Penalty: 15349.824219
	Iteration 139Q: 3 clusters Score -4.76419e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 260463 members 
Entering Unmasked Estep 
Score: -47641880.000000 Penalty: 15349.824219
	Iteration 140F: 3 clusters Score -4.764188e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 260514 members 
Entering Unmasked Estep 
Score: -47641892.000000 Penalty: 15349.824219
	Iteration 141Q: 3 clusters Score -4.764189e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 260565 members 
Entering Unmasked Estep 
Score: -47641908.000000 Penalty: 15349.824219
	Iteration 142Q: 3 clusters Score -4.764191e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 260615 members 
Entering Unmasked Estep 
Score: -47641940.000000 Penalty: 15349.824219
	Iteration 143Q: 3 clusters Score -4.764194e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 260667 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -4.764193e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 260716 members 
Entering Unmasked Estep 
Score: -47641916.000000 Penalty: 15349.824219
	Iteration 145Q: 3 clusters Score -4.764192e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 260771 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -4.764191e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 260831 members 
Entering Unmasked Estep 
Score: -47641904.000000 Penalty: 15349.824219
	Iteration 147Q: 3 clusters Score -4.76419e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 260881 members 
Entering Unmasked Estep 
Score: -47641860.000000 Penalty: 15349.824219
	Iteration 148Q: 3 clusters Score -4.764186e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 260921 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -4.764192e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 260958 members 
Entering Unmasked Estep 
Score: -47641924.000000 Penalty: 15349.824219
	Iteration 150Q: 3 clusters Score -4.764192e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 260998 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -4.764192e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 261034 members 
Entering Unmasked Estep 
Score: -47641932.000000 Penalty: 15349.824219
	Iteration 152Q: 3 clusters Score -4.764193e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 261067 members 
Entering Unmasked Estep 
Score: -47641912.000000 Penalty: 15349.824219
	Iteration 153Q: 3 clusters Score -4.764191e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 261099 members 
Entering Unmasked Estep 
Score: -47641916.000000 Penalty: 15349.824219
	Iteration 154Q: 3 clusters Score -4.764192e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 261128 members 
Entering Unmasked Estep 
Score: -47641904.000000 Penalty: 15349.824219
	Iteration 155Q: 3 clusters Score -4.76419e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 261151 members 
Entering Unmasked Estep 
Score: -47641948.000000 Penalty: 15349.824219
	Iteration 156Q: 3 clusters Score -4.764195e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 261169 members 
Entering Unmasked Estep 
Score: -47641960.000000 Penalty: 15349.824219
	Iteration 157Q: 3 clusters Score -4.764196e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 261187 members 
Entering Unmasked Estep 
Score: -47641920.000000 Penalty: 15349.824219
	Iteration 158Q: 3 clusters Score -4.764192e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 261208 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -4.764192e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 261228 members 
Entering Unmasked Estep 
Score: -47641916.000000 Penalty: 15349.824219
	Iteration 160F: 3 clusters Score -4.764192e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 261254 members 
Entering Unmasked Estep 
Score: -47641904.000000 Penalty: 15349.824219
	Iteration 161Q: 3 clusters Score -4.76419e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 261283 members 
Entering Unmasked Estep 
Score: -47641952.000000 Penalty: 15349.824219
	Iteration 162Q: 3 clusters Score -4.764195e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 261314 members 
Entering Unmasked Estep 
Score: -47641932.000000 Penalty: 15349.824219
	Iteration 163Q: 3 clusters Score -4.764193e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 261351 members 
Entering Unmasked Estep 
Score: -47641912.000000 Penalty: 15349.824219
	Iteration 164Q: 3 clusters Score -4.764191e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 261388 members 
Entering Unmasked Estep 
Score: -47641876.000000 Penalty: 15349.824219
	Iteration 165Q: 3 clusters Score -4.764188e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 261422 members 
Entering Unmasked Estep 
Score: -47641880.000000 Penalty: 15349.824219
	Iteration 166Q: 3 clusters Score -4.764188e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 261452 members 
Entering Unmasked Estep 
Score: -47641872.000000 Penalty: 15349.824219
	Iteration 167Q: 3 clusters Score -4.764187e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 261484 members 
Entering Unmasked Estep 
Score: -47641892.000000 Penalty: 15349.824219
	Iteration 168Q: 3 clusters Score -4.764189e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 261514 members 
Entering Unmasked Estep 
Score: -47641928.000000 Penalty: 15349.824219
	Iteration 169Q: 3 clusters Score -4.764193e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 261540 members 
Entering Unmasked Estep 
Score: -47641964.000000 Penalty: 15349.824219
	Iteration 170Q: 3 clusters Score -4.764196e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 261557 members 
Entering Unmasked Estep 
Score: -47641972.000000 Penalty: 15349.824219
	Iteration 171Q: 3 clusters Score -4.764197e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 261577 members 
Entering Unmasked Estep 
Score: -47641968.000000 Penalty: 15349.824219
	Iteration 172Q: 3 clusters Score -4.764197e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 261594 members 
Entering Unmasked Estep 
Score: -47641988.000000 Penalty: 15349.824219
	Iteration 173Q: 3 clusters Score -4.764199e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 261611 members 
Entering Unmasked Estep 
Score: -47641992.000000 Penalty: 15349.824219
	Iteration 174Q: 3 clusters Score -4.764199e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 261637 members 
Entering Unmasked Estep 
Score: -47641936.000000 Penalty: 15349.824219
	Iteration 175Q: 3 clusters Score -4.764194e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 261661 members 
Entering Unmasked Estep 
Score: -47641956.000000 Penalty: 15349.824219
	Iteration 176Q: 3 clusters Score -4.764196e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 261679 members 
Entering Unmasked Estep 
Score: -47641956.000000 Penalty: 15349.824219
	Iteration 177Q: 3 clusters Score -4.764196e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 261698 members 
Entering Unmasked Estep 
Score: -47641968.000000 Penalty: 15349.824219
	Iteration 178Q: 3 clusters Score -4.764197e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 261724 members 
Entering Unmasked Estep 
Score: -47641920.000000 Penalty: 15349.824219
	Iteration 179Q: 3 clusters Score -4.764192e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 261756 members 
Entering Unmasked Estep 
Score: -47641944.000000 Penalty: 15349.824219
	Iteration 180F: 3 clusters Score -4.764194e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 261787 members 
Entering Unmasked Estep 
Score: -47641924.000000 Penalty: 15349.824219
	Iteration 181Q: 3 clusters Score -4.764192e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 261821 members 
Entering Unmasked Estep 
Score: -47641928.000000 Penalty: 15349.824219
	Iteration 182Q: 3 clusters Score -4.764193e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 261854 members 
Entering Unmasked Estep 
Score: -47641920.000000 Penalty: 15349.824219
	Iteration 183Q: 3 clusters Score -4.764192e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 261885 members 
Entering Unmasked Estep 
Score: -47641920.000000 Penalty: 15349.824219
	Iteration 184Q: 3 clusters Score -4.764192e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 261913 members 
Entering Unmasked Estep 
Score: -47641940.000000 Penalty: 15349.824219
	Iteration 185Q: 3 clusters Score -4.764194e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 261945 members 
Entering Unmasked Estep 
Score: -47641956.000000 Penalty: 15349.824219
	Iteration 186Q: 3 clusters Score -4.764196e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 261968 members 
Entering Unmasked Estep 
Score: -47641988.000000 Penalty: 15349.824219
	Iteration 187Q: 3 clusters Score -4.764199e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 262008 members 
Entering Unmasked Estep 
Score: -47641984.000000 Penalty: 15349.824219
	Iteration 188Q: 3 clusters Score -4.764198e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 262045 members 
Entering Unmasked Estep 
Score: -47641980.000000 Penalty: 15349.824219
	Iteration 189Q: 3 clusters Score -4.764198e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 262085 members 
Entering Unmasked Estep 
Score: -47641972.000000 Penalty: 15349.824219
	Iteration 190Q: 3 clusters Score -4.764197e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 262114 members 
Entering Unmasked Estep 
Score: -47641940.000000 Penalty: 15349.824219
	Iteration 191Q: 3 clusters Score -4.764194e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 262153 members 
Entering Unmasked Estep 
Score: -47641960.000000 Penalty: 15349.824219
	Iteration 192Q: 3 clusters Score -4.764196e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 262191 members 
Entering Unmasked Estep 
Score: -47641964.000000 Penalty: 15349.824219
	Iteration 193Q: 3 clusters Score -4.764196e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 262225 members 
Entering Unmasked Estep 
Score: -47641956.000000 Penalty: 15349.824219
	Iteration 194Q: 3 clusters Score -4.764196e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 262246 members 
Entering Unmasked Estep 
Score: -47641968.000000 Penalty: 15349.824219
	Iteration 195Q: 3 clusters Score -4.764197e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 262271 members 
Entering Unmasked Estep 
Score: -47641976.000000 Penalty: 15349.824219
	Iteration 196Q: 3 clusters Score -4.764198e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 262290 members 
Entering Unmasked Estep 
Score: -47641936.000000 Penalty: 15349.824219
	Iteration 197Q: 3 clusters Score -4.764194e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 262308 members 
Entering Unmasked Estep 
Score: -47641920.000000 Penalty: 15349.824219
	Iteration 198Q: 3 clusters Score -4.764192e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 262324 members 
Entering Unmasked Estep 
Score: -47641896.000000 Penalty: 15349.824219
	Iteration 199Q: 3 clusters Score -4.76419e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 262333 members 
Entering Unmasked Estep 
Score: -47641912.000000 Penalty: 15349.824219
	Iteration 200F: 3 clusters Score -4.764191e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 262341 members 
Entering Unmasked Estep 
Score: -47641904.000000 Penalty: 15349.824219
	Iteration 201Q: 3 clusters Score -4.76419e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 262354 members 
Entering Unmasked Estep 
Score: -47641956.000000 Penalty: 15349.824219
	Iteration 202Q: 3 clusters Score -4.764196e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 262366 members 
Entering Unmasked Estep 
Score: -47641952.000000 Penalty: 15349.824219
	Iteration 203Q: 3 clusters Score -4.764195e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 262374 members 
Entering Unmasked Estep 
Score: -47641972.000000 Penalty: 15349.824219
	Iteration 204Q: 3 clusters Score -4.764197e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 262385 members 
Entering Unmasked Estep 
Score: -47642004.000000 Penalty: 15349.824219
	Iteration 205Q: 3 clusters Score -4.7642e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 262393 members 
Entering Unmasked Estep 
Score: -47641976.000000 Penalty: 15349.824219
	Iteration 206Q: 3 clusters Score -4.764198e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 262399 members 
Entering Unmasked Estep 
Score: -47641964.000000 Penalty: 15349.824219
	Iteration 207Q: 3 clusters Score -4.764196e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 262406 members 
Entering Unmasked Estep 
Score: -47641956.000000 Penalty: 15349.824219
	Iteration 208Q: 3 clusters Score -4.764196e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 262410 members 
Entering Unmasked Estep 
Score: -47641964.000000 Penalty: 15349.824219
	Iteration 209Q: 3 clusters Score -4.764196e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 262415 members 
Entering Unmasked Estep 
Score: -47641952.000000 Penalty: 15349.824219
	Iteration 210Q: 3 clusters Score -4.764195e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 262418 members 
Entering Unmasked Estep 
Score: -47641948.000000 Penalty: 15349.824219
	Iteration 211Q: 3 clusters Score -4.764195e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 262422 members 
Entering Unmasked Estep 
Score: -47641952.000000 Penalty: 15349.824219
	Iteration 212Q: 3 clusters Score -4.764195e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 262426 members 
Entering Unmasked Estep 
Score: -47641948.000000 Penalty: 15349.824219
	Iteration 213Q: 3 clusters Score -4.764195e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 262429 members 
Entering Unmasked Estep 
Score: -47641956.000000 Penalty: 15349.824219
	Iteration 214Q: 3 clusters Score -4.764196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 262430 members 
Entering Unmasked Estep 
Score: -47641960.000000 Penalty: 15349.824219
	Iteration 215Q: 3 clusters Score -4.764196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 262431 members 
Entering Unmasked Estep 
Score: -47641952.000000 Penalty: 15349.824219
	Iteration 216Q: 3 clusters Score -4.764195e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 262431 members 
Entering Unmasked Estep 
Score: -47641952.000000 Penalty: 15349.824219
	Iteration 217F: 3 clusters Score -4.764195e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (50656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50656 members 
Entering Unmasked Estep 
Score: -8857501.000000 Penalty: 6635.098145
	Iteration 0F: 2 clusters Score -8857501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25358 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -8821467.000000 Penalty: 13270.196289
	Iteration 0F: 3 clusters Score -8821467 nChanged 22251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25389 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -8833190.000000 Penalty: 13270.196289
	Iteration 1F: 3 clusters Score -8833190 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25376 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -8834003.000000 Penalty: 13270.196289
	Iteration 2F: 3 clusters Score -8834003 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -8834630.000000 Penalty: 13270.196289
	Iteration 3Q: 3 clusters Score -8834630 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 25275 members 
Entering Unmasked Estep 
Score: -8835199.000000 Penalty: 13270.196289
	Iteration 4Q: 3 clusters Score -8835199 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
Score: -8835637.000000 Penalty: 13270.196289
	Iteration 5Q: 3 clusters Score -8835637 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25521 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -8836031.000000 Penalty: 13270.196289
	Iteration 6Q: 3 clusters Score -8836031 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -8836396.000000 Penalty: 13270.196289
	Iteration 7Q: 3 clusters Score -8836396 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25654 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -8836812.000000 Penalty: 13270.196289
	Iteration 8Q: 3 clusters Score -8836812 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25740 members 
Mstep: Class 2 contains 24916 members 
Entering Unmasked Estep 
Score: -8837200.000000 Penalty: 13270.196289
	Iteration 9Q: 3 clusters Score -8837200 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25862 members 
Mstep: Class 2 contains 24794 members 
Entering Unmasked Estep 
Score: -8837579.000000 Penalty: 13270.196289
	Iteration 10Q: 3 clusters Score -8837579 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26091 members 
Mstep: Class 2 contains 24565 members 
Entering Unmasked Estep 
Score: -8837928.000000 Penalty: 13270.196289
	Iteration 11Q: 3 clusters Score -8837928 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26392 members 
Mstep: Class 2 contains 24264 members 
Entering Unmasked Estep 
Score: -8838280.000000 Penalty: 13270.196289
	Iteration 12Q: 3 clusters Score -8838280 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26773 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -8838643.000000 Penalty: 13270.196289
	Iteration 13Q: 3 clusters Score -8838643 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27277 members 
Mstep: Class 2 contains 23379 members 
Entering Unmasked Estep 
Score: -8839130.000000 Penalty: 13270.196289
	Iteration 14Q: 3 clusters Score -8839130 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -8839666.000000 Penalty: 13270.196289
	Iteration 15Q: 3 clusters Score -8839666 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28802 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -8840373.000000 Penalty: 13270.196289
	Iteration 16Q: 3 clusters Score -8840373 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29820 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -8841204.000000 Penalty: 13270.196289
	Iteration 17Q: 3 clusters Score -8841204 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30995 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -8842383.000000 Penalty: 13270.196289
	Iteration 18Q: 3 clusters Score -8842383 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32278 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -8843840.000000 Penalty: 13270.196289
	Iteration 19Q: 3 clusters Score -8843840 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33493 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -8845504.000000 Penalty: 13270.196289
	Iteration 20F: 3 clusters Score -8845504 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34574 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -8846991.000000 Penalty: 13270.196289
	Iteration 21Q: 3 clusters Score -8846991 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35355 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -8847957.000000 Penalty: 13270.196289
	Iteration 22Q: 3 clusters Score -8847957 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35938 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -8848517.000000 Penalty: 13270.196289
	Iteration 23Q: 3 clusters Score -8848517 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36376 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -8848817.000000 Penalty: 13270.196289
	Iteration 24Q: 3 clusters Score -8848817 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36765 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -8849037.000000 Penalty: 13270.196289
	Iteration 25Q: 3 clusters Score -8849037 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37082 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -8849206.000000 Penalty: 13270.196289
	Iteration 26Q: 3 clusters Score -8849206 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37360 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -8849296.000000 Penalty: 13270.196289
	Iteration 27Q: 3 clusters Score -8849296 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37616 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -8849378.000000 Penalty: 13270.196289
	Iteration 28Q: 3 clusters Score -8849378 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37828 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -8849458.000000 Penalty: 13270.196289
	Iteration 29Q: 3 clusters Score -8849458 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38009 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -8849495.000000 Penalty: 13270.196289
	Iteration 30Q: 3 clusters Score -8849495 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38177 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -8849562.000000 Penalty: 13270.196289
	Iteration 31Q: 3 clusters Score -8849562 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38317 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 38469 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38629 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8849770 nChanged 125
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 39603 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39719 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8849864 nChanged 123
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Mstep: Class 1 contains 39832 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39944 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 40058 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 40176 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 40273 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8849988 nChanged 92
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Mstep: Class 1 contains 40359 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8850016 nChanged 86
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Mstep: Class 1 contains 40445 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8850015 nChanged 82
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Mstep: Class 1 contains 40525 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8850017 nChanged 83
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Mstep: Class 1 contains 40604 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 40681 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 40774 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8850052 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40860 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8850085 nChanged 79
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Mstep: Class 1 contains 40935 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41006 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8850121 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41067 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8850122 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41133 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8850148 nChanged 76
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Mstep: Class 1 contains 41288 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8850159 nChanged 77
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8850144 nChanged 96
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Mstep: Class 1 contains 41455 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 41636 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8850278 nChanged 95
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Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8850317 nChanged 106
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8850356 nChanged 97
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8850370 nChanged 93
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Entering Unmasked Estep 
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Mstep: Class 1 contains 42831 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8850521 nChanged 71
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8850521 nChanged 72
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8850534 nChanged 71
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	Iteration 97Q: 3 clusters Score -8850856 nChanged 110
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	Iteration 100F: 3 clusters Score -8850884 nChanged 95
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8850912 nChanged 81
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8851269 nChanged 127
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	Iteration 114Q: 3 clusters Score -8851301 nChanged 114
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	Iteration 115Q: 3 clusters Score -8851333 nChanged 120
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	Iteration 116Q: 3 clusters Score -8851396 nChanged 140
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	Iteration 118Q: 3 clusters Score -8851564 nChanged 175
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	Iteration 119Q: 3 clusters Score -8851702 nChanged 213
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	Iteration 121Q: 3 clusters Score -8852108 nChanged 202
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	Iteration 123Q: 3 clusters Score -8852433 nChanged 150
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	Iteration 125Q: 3 clusters Score -8852579 nChanged 100
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	Iteration 126Q: 3 clusters Score -8852623 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47915 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -8852654.000000 Penalty: 13270.196289
	Iteration 127Q: 3 clusters Score -8852654 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47929 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -8852670.000000 Penalty: 13270.196289
	Iteration 128Q: 3 clusters Score -8852670 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47937 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -8852695.000000 Penalty: 13270.196289
	Iteration 129Q: 3 clusters Score -8852695 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47947 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -8852702.000000 Penalty: 13270.196289
	Iteration 130Q: 3 clusters Score -8852702 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47957 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -8852692.000000 Penalty: 13270.196289
	Iteration 131Q: 3 clusters Score -8852692 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47956 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -8852702.000000 Penalty: 13270.196289
	Iteration 132Q: 3 clusters Score -8852702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47953 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -8852709.000000 Penalty: 13270.196289
	Iteration 133Q: 3 clusters Score -8852709 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47952 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -8852722.000000 Penalty: 13270.196289
	Iteration 134Q: 3 clusters Score -8852722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47945 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -8852724.000000 Penalty: 13270.196289
	Iteration 135Q: 3 clusters Score -8852724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47947 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -8852733.000000 Penalty: 13270.196289
	Iteration 136Q: 3 clusters Score -8852733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47945 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -8852734.000000 Penalty: 13270.196289
	Iteration 137Q: 3 clusters Score -8852734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47948 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -8852732.000000 Penalty: 13270.196289
	Iteration 138Q: 3 clusters Score -8852732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47948 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -8852732.000000 Penalty: 13270.196289
	Iteration 139Q: 3 clusters Score -8852732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47947 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -8852743.000000 Penalty: 13270.196289
	Iteration 140F: 3 clusters Score -8852743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47943 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -8852737.000000 Penalty: 13270.196289
	Iteration 141Q: 3 clusters Score -8852737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47942 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -8852739.000000 Penalty: 13270.196289
	Iteration 142Q: 3 clusters Score -8852739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47942 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -8852741.000000 Penalty: 13270.196289
	Iteration 143Q: 3 clusters Score -8852741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47942 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -8852757.000000 Penalty: 13270.196289
	Iteration 144Q: 3 clusters Score -8852757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47942 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -8852757.000000 Penalty: 13270.196289
	Iteration 145Q: 3 clusters Score -8852757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47941 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -8852757.000000 Penalty: 13270.196289
	Iteration 146Q: 3 clusters Score -8852757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47940 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -8852744.000000 Penalty: 13270.196289
	Iteration 147Q: 3 clusters Score -8852744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47938 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -8852751.000000 Penalty: 13270.196289
	Iteration 148Q: 3 clusters Score -8852751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47936 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -8852743.000000 Penalty: 13270.196289
	Iteration 149Q: 3 clusters Score -8852743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47933 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -8852751.000000 Penalty: 13270.196289
	Iteration 150Q: 3 clusters Score -8852751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47933 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -8852749.000000 Penalty: 13270.196289
	Iteration 151Q: 3 clusters Score -8852749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47932 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -8852750.000000 Penalty: 13270.196289
	Iteration 152Q: 3 clusters Score -8852750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47932 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -8852751.000000 Penalty: 13270.196289
	Iteration 153Q: 3 clusters Score -8852751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47932 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -8852756.000000 Penalty: 13270.196289
	Iteration 154Q: 3 clusters Score -8852756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47933 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -8852754.000000 Penalty: 13270.196289
	Iteration 155Q: 3 clusters Score -8852754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47933 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -8852759.000000 Penalty: 13270.196289
	Iteration 156Q: 3 clusters Score -8852759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47932 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -8852761.000000 Penalty: 13270.196289
	Iteration 157Q: 3 clusters Score -8852761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47933 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -8852755.000000 Penalty: 13270.196289
	Iteration 158Q: 3 clusters Score -8852755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47933 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -8852755.000000 Penalty: 13270.196289
	Iteration 159F: 3 clusters Score -8852755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Entering Unmasked Estep 
Score: -3526175.000000 Penalty: 6074.552734
	Iteration 0F: 2 clusters Score -3526175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -3509415.000000 Penalty: 12149.105469
	Iteration 0F: 3 clusters Score -3509415 nChanged 8244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -3513746.000000 Penalty: 12149.105469
	Iteration 1F: 3 clusters Score -3513746 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -3514419.000000 Penalty: 12149.105469
	Iteration 2F: 3 clusters Score -3514419 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -3514868.250000 Penalty: 12149.105469
	Iteration 3F: 3 clusters Score -3514868 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -3515192.000000 Penalty: 12149.105469
	Iteration 4Q: 3 clusters Score -3515192 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -3515468.250000 Penalty: 12149.105469
	Iteration 5Q: 3 clusters Score -3515468 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -3515737.000000 Penalty: 12149.105469
	Iteration 6Q: 3 clusters Score -3515737 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -3516059.750000 Penalty: 12149.105469
	Iteration 7Q: 3 clusters Score -3516060 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -3516389.500000 Penalty: 12149.105469
	Iteration 8Q: 3 clusters Score -3516390 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -3516723.750000 Penalty: 12149.105469
	Iteration 9Q: 3 clusters Score -3516724 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -3517088.250000 Penalty: 12149.105469
	Iteration 10Q: 3 clusters Score -3517088 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -3517457.500000 Penalty: 12149.105469
	Iteration 11Q: 3 clusters Score -3517458 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -3517773.000000 Penalty: 12149.105469
	Iteration 12Q: 3 clusters Score -3517773 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -3518094.250000 Penalty: 12149.105469
	Iteration 13Q: 3 clusters Score -3518094 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -3518412.250000 Penalty: 12149.105469
	Iteration 14Q: 3 clusters Score -3518412 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -3518750.500000 Penalty: 12149.105469
	Iteration 15Q: 3 clusters Score -3518750 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -3519078.000000 Penalty: 12149.105469
	Iteration 16Q: 3 clusters Score -3519078 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -3519383.250000 Penalty: 12149.105469
	Iteration 17Q: 3 clusters Score -3519383 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -3519650.250000 Penalty: 12149.105469
	Iteration 18Q: 3 clusters Score -3519650 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -3519870.500000 Penalty: 12149.105469
	Iteration 19Q: 3 clusters Score -3519870 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -3520093.250000 Penalty: 12149.105469
	Iteration 20F: 3 clusters Score -3520093 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -3520289.000000 Penalty: 12149.105469
	Iteration 21Q: 3 clusters Score -3520289 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -3520418.000000 Penalty: 12149.105469
	Iteration 22Q: 3 clusters Score -3520418 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -3520537.000000 Penalty: 12149.105469
	Iteration 23Q: 3 clusters Score -3520537 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -3520618.500000 Penalty: 12149.105469
	Iteration 24Q: 3 clusters Score -3520618 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -3520712.000000 Penalty: 12149.105469
	Iteration 25Q: 3 clusters Score -3520712 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -3520765.500000 Penalty: 12149.105469
	Iteration 26Q: 3 clusters Score -3520766 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -3520799.000000 Penalty: 12149.105469
	Iteration 27Q: 3 clusters Score -3520799 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -3520842.250000 Penalty: 12149.105469
	Iteration 28Q: 3 clusters Score -3520842 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -3520883.500000 Penalty: 12149.105469
	Iteration 29Q: 3 clusters Score -3520884 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -3520905.500000 Penalty: 12149.105469
	Iteration 30Q: 3 clusters Score -3520906 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -3520931.750000 Penalty: 12149.105469
	Iteration 31Q: 3 clusters Score -3520932 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -3520958.750000 Penalty: 12149.105469
	Iteration 32Q: 3 clusters Score -3520959 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -3520975.750000 Penalty: 12149.105469
	Iteration 33Q: 3 clusters Score -3520976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -3520986.250000 Penalty: 12149.105469
	Iteration 34Q: 3 clusters Score -3520986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -3520999.750000 Penalty: 12149.105469
	Iteration 35Q: 3 clusters Score -3521000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -3521007.000000 Penalty: 12149.105469
	Iteration 36Q: 3 clusters Score -3521007 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -3521015.750000 Penalty: 12149.105469
	Iteration 37Q: 3 clusters Score -3521016 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -3521021.250000 Penalty: 12149.105469
	Iteration 38Q: 3 clusters Score -3521021 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -3521035.500000 Penalty: 12149.105469
	Iteration 39Q: 3 clusters Score -3521036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -3521044.250000 Penalty: 12149.105469
	Iteration 40F: 3 clusters Score -3521044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -3521048.500000 Penalty: 12149.105469
	Iteration 41Q: 3 clusters Score -3521048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -3521049.750000 Penalty: 12149.105469
	Iteration 42Q: 3 clusters Score -3521050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -3521043.000000 Penalty: 12149.105469
	Iteration 43Q: 3 clusters Score -3521043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -3521046.500000 Penalty: 12149.105469
	Iteration 44Q: 3 clusters Score -3521046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -3521052.250000 Penalty: 12149.105469
	Iteration 45Q: 3 clusters Score -3521052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -3521049.750000 Penalty: 12149.105469
	Iteration 46Q: 3 clusters Score -3521050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -3521050.750000 Penalty: 12149.105469
	Iteration 47Q: 3 clusters Score -3521051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -3521050.750000 Penalty: 12149.105469
	Iteration 48F: 3 clusters Score -3521051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Entering Unmasked Estep 
Score: -1097311.250000 Penalty: 5406.644531
	Iteration 0F: 2 clusters Score -1097311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1089075.875000 Penalty: 10813.289062
	Iteration 0F: 3 clusters Score -1089076 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1090636.875000 Penalty: 10813.289062
	Iteration 1F: 3 clusters Score -1090637 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1091133.375000 Penalty: 10813.289062
	Iteration 2F: 3 clusters Score -1091133 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1091536.750000 Penalty: 10813.289062
	Iteration 3F: 3 clusters Score -1091537 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1091867.375000 Penalty: 10813.289062
	Iteration 4Q: 3 clusters Score -1091867 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1092106.500000 Penalty: 10813.289062
	Iteration 5Q: 3 clusters Score -1092106 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1092285.125000 Penalty: 10813.289062
	Iteration 6Q: 3 clusters Score -1092285 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1092417.000000 Penalty: 10813.289062
	Iteration 7Q: 3 clusters Score -1092417 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1092551.500000 Penalty: 10813.289062
	Iteration 8Q: 3 clusters Score -1092552 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1092678.750000 Penalty: 10813.289062
	Iteration 9Q: 3 clusters Score -1092679 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1092824.250000 Penalty: 10813.289062
	Iteration 10Q: 3 clusters Score -1092824 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1092958.750000 Penalty: 10813.289062
	Iteration 11Q: 3 clusters Score -1092959 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1093091.625000 Penalty: 10813.289062
	Iteration 12Q: 3 clusters Score -1093092 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1093214.000000 Penalty: 10813.289062
	Iteration 13Q: 3 clusters Score -1093214 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1093332.250000 Penalty: 10813.289062
	Iteration 14Q: 3 clusters Score -1093332 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1093448.500000 Penalty: 10813.289062
	Iteration 15Q: 3 clusters Score -1093448 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1093569.375000 Penalty: 10813.289062
	Iteration 16Q: 3 clusters Score -1093569 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1093698.375000 Penalty: 10813.289062
	Iteration 17Q: 3 clusters Score -1093698 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1093813.250000 Penalty: 10813.289062
	Iteration 18Q: 3 clusters Score -1093813 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1093917.125000 Penalty: 10813.289062
	Iteration 19Q: 3 clusters Score -1093917 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1094002.375000 Penalty: 10813.289062
	Iteration 20F: 3 clusters Score -1094002 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1094073.625000 Penalty: 10813.289062
	Iteration 21Q: 3 clusters Score -1094074 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1094134.375000 Penalty: 10813.289062
	Iteration 22Q: 3 clusters Score -1094134 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1094186.500000 Penalty: 10813.289062
	Iteration 23Q: 3 clusters Score -1094186 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1094233.375000 Penalty: 10813.289062
	Iteration 24Q: 3 clusters Score -1094233 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1094268.375000 Penalty: 10813.289062
	Iteration 25Q: 3 clusters Score -1094268 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1094302.250000 Penalty: 10813.289062
	Iteration 26Q: 3 clusters Score -1094302 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1094326.875000 Penalty: 10813.289062
	Iteration 27Q: 3 clusters Score -1094327 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1094347.625000 Penalty: 10813.289062
	Iteration 28Q: 3 clusters Score -1094348 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1094369.375000 Penalty: 10813.289062
	Iteration 29Q: 3 clusters Score -1094369 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1094385.750000 Penalty: 10813.289062
	Iteration 30Q: 3 clusters Score -1094386 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1094403.875000 Penalty: 10813.289062
	Iteration 31Q: 3 clusters Score -1094404 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1094414.625000 Penalty: 10813.289062
	Iteration 32Q: 3 clusters Score -1094415 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1094435.250000 Penalty: 10813.289062
	Iteration 33Q: 3 clusters Score -1094435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1094440.500000 Penalty: 10813.289062
	Iteration 34Q: 3 clusters Score -1094440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1094446.125000 Penalty: 10813.289062
	Iteration 35Q: 3 clusters Score -1094446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1094452.000000 Penalty: 10813.289062
	Iteration 36Q: 3 clusters Score -1094452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1094454.500000 Penalty: 10813.289062
	Iteration 37Q: 3 clusters Score -1094454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1094457.125000 Penalty: 10813.289062
	Iteration 38Q: 3 clusters Score -1094457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1094459.250000 Penalty: 10813.289062
	Iteration 39Q: 3 clusters Score -1094459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1094462.625000 Penalty: 10813.289062
	Iteration 40F: 3 clusters Score -1094463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Entering Unmasked Estep 
Score: -226016.359375 Penalty: 4447.930176
	Iteration 0F: 2 clusters Score -226016.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -221535.875000 Penalty: 8895.860352
	Iteration 0F: 3 clusters Score -221535.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -222575.078125 Penalty: 8895.860352
	Iteration 1F: 3 clusters Score -222575.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -223537.125000 Penalty: 8895.860352
	Iteration 2F: 3 clusters Score -223537.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -223951.656250 Penalty: 8895.860352
	Iteration 3F: 3 clusters Score -223951.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -224159.593750 Penalty: 8895.860352
	Iteration 4F: 3 clusters Score -224159.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -224266.046875 Penalty: 8895.860352
	Iteration 5Q: 3 clusters Score -224266 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -224336.859375 Penalty: 8895.860352
	Iteration 6Q: 3 clusters Score -224336.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -224381.656250 Penalty: 8895.860352
	Iteration 7Q: 3 clusters Score -224381.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -224392.750000 Penalty: 8895.860352
	Iteration 8Q: 3 clusters Score -224392.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -224397.390625 Penalty: 8895.860352
	Iteration 9Q: 3 clusters Score -224397.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -224402.250000 Penalty: 8895.860352
	Iteration 10Q: 3 clusters Score -224402.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -224410.312500 Penalty: 8895.860352
	Iteration 11Q: 3 clusters Score -224410.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -224432.671875 Penalty: 8895.860352
	Iteration 12Q: 3 clusters Score -224432.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -224452.609375 Penalty: 8895.860352
	Iteration 13Q: 3 clusters Score -224452.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -224475.750000 Penalty: 8895.860352
	Iteration 14Q: 3 clusters Score -224475.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -224475.750000 Penalty: 8895.860352
	Iteration 15F: 3 clusters Score -224475.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Entering Unmasked Estep 
Score: -870336.000000 Penalty: 5235.717285
	Iteration 0F: 2 clusters Score -870336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -863168.875000 Penalty: 10471.434570
	Iteration 0F: 3 clusters Score -863168.9 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -864316.625000 Penalty: 10471.434570
	Iteration 1F: 3 clusters Score -864316.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -864656.687500 Penalty: 10471.434570
	Iteration 2F: 3 clusters Score -864656.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -864907.500000 Penalty: 10471.434570
	Iteration 3Q: 3 clusters Score -864907.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -865178.250000 Penalty: 10471.434570
	Iteration 4Q: 3 clusters Score -865178.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -865463.062500 Penalty: 10471.434570
	Iteration 5Q: 3 clusters Score -865463.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -865786.187500 Penalty: 10471.434570
	Iteration 6Q: 3 clusters Score -865786.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -866169.125000 Penalty: 10471.434570
	Iteration 7Q: 3 clusters Score -866169.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -866651.125000 Penalty: 10471.434570
	Iteration 8F: 3 clusters Score -866651.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -867151.125000 Penalty: 10471.434570
	Iteration 9F: 3 clusters Score -867151.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -867548.437500 Penalty: 10471.434570
	Iteration 10Q: 3 clusters Score -867548.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -867850.000000 Penalty: 10471.434570
	Iteration 11Q: 3 clusters Score -867850 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -868047.625000 Penalty: 10471.434570
	Iteration 12Q: 3 clusters Score -868047.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -868200.687500 Penalty: 10471.434570
	Iteration 13Q: 3 clusters Score -868200.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -868376.375000 Penalty: 10471.434570
	Iteration 14Q: 3 clusters Score -868376.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -868599.562500 Penalty: 10471.434570
	Iteration 15Q: 3 clusters Score -868599.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -868824.875000 Penalty: 10471.434570
	Iteration 16Q: 3 clusters Score -868824.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -868979.500000 Penalty: 10471.434570
	Iteration 17Q: 3 clusters Score -868979.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -869061.625000 Penalty: 10471.434570
	Iteration 18Q: 3 clusters Score -869061.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -869093.375000 Penalty: 10471.434570
	Iteration 19Q: 3 clusters Score -869093.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -869110.625000 Penalty: 10471.434570
	Iteration 20F: 3 clusters Score -869110.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -869116.375000 Penalty: 10471.434570
	Iteration 21Q: 3 clusters Score -869116.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -869119.875000 Penalty: 10471.434570
	Iteration 22Q: 3 clusters Score -869119.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -869120.437500 Penalty: 10471.434570
	Iteration 23Q: 3 clusters Score -869120.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -869122.500000 Penalty: 10471.434570
	Iteration 24Q: 3 clusters Score -869122.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -869124.562500 Penalty: 10471.434570
	Iteration 25Q: 3 clusters Score -869124.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -869124.562500 Penalty: 10471.434570
	Iteration 26F: 3 clusters Score -869124.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (49868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49868 members 
Entering Unmasked Estep 
Score: -8605494.000000 Penalty: 6625.495117
	Iteration 0F: 2 clusters Score -8605494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 24941 members 
Entering Unmasked Estep 
Score: -8569753.000000 Penalty: 13250.990234
	Iteration 0F: 3 clusters Score -8569753 nChanged 21948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25031 members 
Mstep: Class 2 contains 24837 members 
Entering Unmasked Estep 
Score: -8581579.000000 Penalty: 13250.990234
	Iteration 1F: 3 clusters Score -8581579 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25107 members 
Mstep: Class 2 contains 24761 members 
Entering Unmasked Estep 
Score: -8582520.000000 Penalty: 13250.990234
	Iteration 2F: 3 clusters Score -8582520 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 24612 members 
Entering Unmasked Estep 
Score: -8583316.000000 Penalty: 13250.990234
	Iteration 3Q: 3 clusters Score -8583316 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -8584023.000000 Penalty: 13250.990234
	Iteration 4Q: 3 clusters Score -8584023 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25907 members 
Mstep: Class 2 contains 23961 members 
Entering Unmasked Estep 
Score: -8584734.000000 Penalty: 13250.990234
	Iteration 5Q: 3 clusters Score -8584734 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26444 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -8585506.000000 Penalty: 13250.990234
	Iteration 6Q: 3 clusters Score -8585506 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -8586290.000000 Penalty: 13250.990234
	Iteration 7Q: 3 clusters Score -8586290 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28065 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -8587257.000000 Penalty: 13250.990234
	Iteration 8Q: 3 clusters Score -8587257 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29176 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -8588205.000000 Penalty: 13250.990234
	Iteration 9Q: 3 clusters Score -8588205 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -8589340.000000 Penalty: 13250.990234
	Iteration 10Q: 3 clusters Score -8589340 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31989 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -8590662.000000 Penalty: 13250.990234
	Iteration 11Q: 3 clusters Score -8590662 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33523 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -8592104.000000 Penalty: 13250.990234
	Iteration 12Q: 3 clusters Score -8592104 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35014 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -8593627 nChanged 1847
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36349 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -8594970 nChanged 1569
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37412 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -8595970 nChanged 1198
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38274 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8596661 nChanged 860
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38968 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8597016 nChanged 655
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39565 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8597325 nChanged 547
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40088 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8597547 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40591 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -8597760.000000 Penalty: 13250.990234
	Iteration 20F: 3 clusters Score -8597760 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41057 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -8597957.000000 Penalty: 13250.990234
	Iteration 21Q: 3 clusters Score -8597957 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41482 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8598110 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41890 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -8598259.000000 Penalty: 13250.990234
	Iteration 23Q: 3 clusters Score -8598259 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42280 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -8598405.000000 Penalty: 13250.990234
	Iteration 24Q: 3 clusters Score -8598405 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42662 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -8598553.000000 Penalty: 13250.990234
	Iteration 25Q: 3 clusters Score -8598553 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43045 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8598679 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43358 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -8598820.000000 Penalty: 13250.990234
	Iteration 27Q: 3 clusters Score -8598820 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43661 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -8598919.000000 Penalty: 13250.990234
	Iteration 28Q: 3 clusters Score -8598919 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43946 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -8599012.000000 Penalty: 13250.990234
	Iteration 29Q: 3 clusters Score -8599012 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44185 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -8599078.000000 Penalty: 13250.990234
	Iteration 30Q: 3 clusters Score -8599078 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44397 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -8599160.000000 Penalty: 13250.990234
	Iteration 31Q: 3 clusters Score -8599160 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44593 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -8599217.000000 Penalty: 13250.990234
	Iteration 32Q: 3 clusters Score -8599217 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44762 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -8599274.000000 Penalty: 13250.990234
	Iteration 33Q: 3 clusters Score -8599274 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44906 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -8599332.000000 Penalty: 13250.990234
	Iteration 34Q: 3 clusters Score -8599332 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45045 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -8599405.000000 Penalty: 13250.990234
	Iteration 35Q: 3 clusters Score -8599405 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45163 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -8599410.000000 Penalty: 13250.990234
	Iteration 36Q: 3 clusters Score -8599410 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45274 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -8599429.000000 Penalty: 13250.990234
	Iteration 37Q: 3 clusters Score -8599429 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45381 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -8599422.000000 Penalty: 13250.990234
	Iteration 38Q: 3 clusters Score -8599422 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45484 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8599448 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45589 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -8599506.000000 Penalty: 13250.990234
	Iteration 40F: 3 clusters Score -8599506 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45681 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8599537 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45763 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -8599562.000000 Penalty: 13250.990234
	Iteration 42Q: 3 clusters Score -8599562 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45841 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -8599593.000000 Penalty: 13250.990234
	Iteration 43Q: 3 clusters Score -8599593 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45910 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -8599610.000000 Penalty: 13250.990234
	Iteration 44Q: 3 clusters Score -8599610 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45966 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -8599620.000000 Penalty: 13250.990234
	Iteration 45Q: 3 clusters Score -8599620 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46040 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -8599649.000000 Penalty: 13250.990234
	Iteration 46Q: 3 clusters Score -8599649 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46108 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -8599659.000000 Penalty: 13250.990234
	Iteration 47Q: 3 clusters Score -8599659 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46177 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -8599683.000000 Penalty: 13250.990234
	Iteration 48Q: 3 clusters Score -8599683 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46232 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -8599690.000000 Penalty: 13250.990234
	Iteration 49Q: 3 clusters Score -8599690 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46280 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -8599699.000000 Penalty: 13250.990234
	Iteration 50Q: 3 clusters Score -8599699 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46326 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -8599711.000000 Penalty: 13250.990234
	Iteration 51Q: 3 clusters Score -8599711 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46369 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -8599731.000000 Penalty: 13250.990234
	Iteration 52Q: 3 clusters Score -8599731 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46406 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -8599739.000000 Penalty: 13250.990234
	Iteration 53Q: 3 clusters Score -8599739 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46437 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -8599745.000000 Penalty: 13250.990234
	Iteration 54Q: 3 clusters Score -8599745 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46468 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -8599757.000000 Penalty: 13250.990234
	Iteration 55Q: 3 clusters Score -8599757 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46498 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -8599761.000000 Penalty: 13250.990234
	Iteration 56Q: 3 clusters Score -8599761 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46527 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -8599758.000000 Penalty: 13250.990234
	Iteration 57Q: 3 clusters Score -8599758 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46557 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -8599794.000000 Penalty: 13250.990234
	Iteration 58Q: 3 clusters Score -8599794 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46580 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -8599802.000000 Penalty: 13250.990234
	Iteration 59Q: 3 clusters Score -8599802 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46599 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -8599797.000000 Penalty: 13250.990234
	Iteration 60F: 3 clusters Score -8599797 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46620 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -8599804.000000 Penalty: 13250.990234
	Iteration 61Q: 3 clusters Score -8599804 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46638 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -8599814.000000 Penalty: 13250.990234
	Iteration 62Q: 3 clusters Score -8599814 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46659 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -8599820.000000 Penalty: 13250.990234
	Iteration 63Q: 3 clusters Score -8599820 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46679 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -8599807.000000 Penalty: 13250.990234
	Iteration 64Q: 3 clusters Score -8599807 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46696 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -8599810.000000 Penalty: 13250.990234
	Iteration 65Q: 3 clusters Score -8599810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46708 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -8599812.000000 Penalty: 13250.990234
	Iteration 66Q: 3 clusters Score -8599812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46715 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -8599811.000000 Penalty: 13250.990234
	Iteration 67Q: 3 clusters Score -8599811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46720 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -8599813.000000 Penalty: 13250.990234
	Iteration 68Q: 3 clusters Score -8599813 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46730 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -8599814.000000 Penalty: 13250.990234
	Iteration 69Q: 3 clusters Score -8599814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46735 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -8599810.000000 Penalty: 13250.990234
	Iteration 70Q: 3 clusters Score -8599810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46745 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -8599810.000000 Penalty: 13250.990234
	Iteration 71Q: 3 clusters Score -8599810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46754 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -8599809.000000 Penalty: 13250.990234
	Iteration 72Q: 3 clusters Score -8599809 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46766 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -8599815.000000 Penalty: 13250.990234
	Iteration 73Q: 3 clusters Score -8599815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46777 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -8599817.000000 Penalty: 13250.990234
	Iteration 74Q: 3 clusters Score -8599817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46786 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -8599811.000000 Penalty: 13250.990234
	Iteration 75Q: 3 clusters Score -8599811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46796 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -8599816.000000 Penalty: 13250.990234
	Iteration 76Q: 3 clusters Score -8599816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46803 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -8599825.000000 Penalty: 13250.990234
	Iteration 77Q: 3 clusters Score -8599825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46810 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -8599828.000000 Penalty: 13250.990234
	Iteration 78Q: 3 clusters Score -8599828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46816 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -8599836.000000 Penalty: 13250.990234
	Iteration 79Q: 3 clusters Score -8599836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46825 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -8599827.000000 Penalty: 13250.990234
	Iteration 80F: 3 clusters Score -8599827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46833 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -8599830.000000 Penalty: 13250.990234
	Iteration 81Q: 3 clusters Score -8599830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46841 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -8599843.000000 Penalty: 13250.990234
	Iteration 82Q: 3 clusters Score -8599843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46850 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -8599839.000000 Penalty: 13250.990234
	Iteration 83Q: 3 clusters Score -8599839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46856 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -8599842.000000 Penalty: 13250.990234
	Iteration 84Q: 3 clusters Score -8599842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46861 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -8599848.000000 Penalty: 13250.990234
	Iteration 85Q: 3 clusters Score -8599848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46864 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -8599847.000000 Penalty: 13250.990234
	Iteration 86Q: 3 clusters Score -8599847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46865 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -8599845.000000 Penalty: 13250.990234
	Iteration 87Q: 3 clusters Score -8599845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46865 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -8599851.000000 Penalty: 13250.990234
	Iteration 88Q: 3 clusters Score -8599851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46866 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -8599853.000000 Penalty: 13250.990234
	Iteration 89Q: 3 clusters Score -8599853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46867 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -8599852.000000 Penalty: 13250.990234
	Iteration 90Q: 3 clusters Score -8599852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46870 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -8599856.000000 Penalty: 13250.990234
	Iteration 91Q: 3 clusters Score -8599856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46871 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -8599858.000000 Penalty: 13250.990234
	Iteration 92Q: 3 clusters Score -8599858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46872 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -8599855.000000 Penalty: 13250.990234
	Iteration 93Q: 3 clusters Score -8599855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46872 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -8599855.000000 Penalty: 13250.990234
	Iteration 94F: 3 clusters Score -8599855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Entering Unmasked Estep 
Score: -145872.953125 Penalty: 4168.505371
	Iteration 0F: 2 clusters Score -145873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -141855.750000 Penalty: 8337.010742
	Iteration 0F: 3 clusters Score -141855.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -142163.671875 Penalty: 8337.010742
	Iteration 1F: 3 clusters Score -142163.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -142250.375000 Penalty: 8337.010742
	Iteration 2Q: 3 clusters Score -142250.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -142291.437500 Penalty: 8337.010742
	Iteration 3Q: 3 clusters Score -142291.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -142305.984375 Penalty: 8337.010742
	Iteration 4Q: 3 clusters Score -142306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -142311.687500 Penalty: 8337.010742
	Iteration 5Q: 3 clusters Score -142311.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -142314.953125 Penalty: 8337.010742
	Iteration 6Q: 3 clusters Score -142315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -142314.953125 Penalty: 8337.010742
	Iteration 7F: 3 clusters Score -142315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 28854 members 
Mstep: Class 2 contains 25362 members 
Mstep: Class 3 contains 143835 members 
Mstep: Class 4 contains 24210 members 
Mstep: Class 5 contains 1966 members 
Mstep: Class 6 contains 16224 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 9 contains 83362 members 
Mstep: Class 12 contains 52614 members 
Mstep: Class 13 contains 574963 members 
Mstep: Class 14 contains 1347 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 276639 members 
Mstep: Class 18 contains 50656 members 
Mstep: Class 19 contains 20285 members 
Mstep: Class 20 contains 6817 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 5157 members 
Mstep: Class 23 contains 49868 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233322048.000000 Penalty: 181791.359375
Iteration 79Q: 22 clusters Score -2.33322e+08 nChanged 6190
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 28884 members 
Mstep: Class 2 contains 25353 members 
Mstep: Class 3 contains 143611 members 
Mstep: Class 4 contains 24376 members 
Mstep: Class 5 contains 1963 members 
Mstep: Class 6 contains 16201 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 7173 members 
Mstep: Class 9 contains 86055 members 
Mstep: Class 12 contains 52607 members 
Mstep: Class 13 contains 571956 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 277067 members 
Mstep: Class 18 contains 50626 members 
Mstep: Class 19 contains 20280 members 
Mstep: Class 20 contains 6794 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 5169 members 
Mstep: Class 23 contains 49862 members 
Mstep: Class 24 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233325296.000000 Penalty: 181791.359375
Iteration 80F: 22 clusters Score -2.333253e+08 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 25338 members 
Mstep: Class 3 contains 143268 members 
Mstep: Class 4 contains 24476 members 
Mstep: Class 5 contains 1960 members 
Mstep: Class 6 contains 16164 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 7280 members 
Mstep: Class 9 contains 87591 members 
Mstep: Class 12 contains 52535 members 
Mstep: Class 13 contains 570990 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 276929 members 
Mstep: Class 18 contains 50488 members 
Mstep: Class 19 contains 20275 members 
Mstep: Class 20 contains 6792 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 5168 members 
Mstep: Class 23 contains 49813 members 
Mstep: Class 24 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233325616.000000 Penalty: 181791.359375
Iteration 81Q: 22 clusters Score -2.333256e+08 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 28928 members 
Mstep: Class 2 contains 25318 members 
Mstep: Class 3 contains 142911 members 
Mstep: Class 4 contains 24576 members 
Mstep: Class 5 contains 1958 members 
Mstep: Class 6 contains 16134 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 7437 members 
Mstep: Class 9 contains 88565 members 
Mstep: Class 12 contains 52463 members 
Mstep: Class 13 contains 570569 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 276751 members 
Mstep: Class 18 contains 50374 members 
Mstep: Class 19 contains 20278 members 
Mstep: Class 20 contains 6780 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 5165 members 
Mstep: Class 23 contains 49770 members 
Mstep: Class 24 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326800.000000 Penalty: 181791.359375
Iteration 82Q: 22 clusters Score -2.333268e+08 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 25299 members 
Mstep: Class 3 contains 142562 members 
Mstep: Class 4 contains 24648 members 
Mstep: Class 5 contains 1957 members 
Mstep: Class 6 contains 16099 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 7617 members 
Mstep: Class 9 contains 89242 members 
Mstep: Class 12 contains 52399 members 
Mstep: Class 13 contains 570390 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 276569 members 
Mstep: Class 18 contains 50310 members 
Mstep: Class 19 contains 20281 members 
Mstep: Class 20 contains 6768 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 5161 members 
Mstep: Class 23 contains 49737 members 
Mstep: Class 24 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327120.000000 Penalty: 181791.359375
Iteration 83Q: 22 clusters Score -2.333271e+08 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 28964 members 
Mstep: Class 2 contains 25285 members 
Mstep: Class 3 contains 142214 members 
Mstep: Class 4 contains 24741 members 
Mstep: Class 5 contains 1957 members 
Mstep: Class 6 contains 16069 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 7787 members 
Mstep: Class 9 contains 89750 members 
Mstep: Class 12 contains 52326 members 
Mstep: Class 13 contains 570395 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 276376 members 
Mstep: Class 18 contains 50228 members 
Mstep: Class 19 contains 20280 members 
Mstep: Class 20 contains 6748 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 5159 members 
Mstep: Class 23 contains 49698 members 
Mstep: Class 24 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327440.000000 Penalty: 181791.359375
Iteration 84Q: 22 clusters Score -2.333274e+08 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 28991 members 
Mstep: Class 2 contains 25279 members 
Mstep: Class 3 contains 141875 members 
Mstep: Class 4 contains 24824 members 
Mstep: Class 5 contains 1957 members 
Mstep: Class 6 contains 16037 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 7957 members 
Mstep: Class 9 contains 90174 members 
Mstep: Class 12 contains 52280 members 
Mstep: Class 13 contains 570376 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 276262 members 
Mstep: Class 18 contains 50143 members 
Mstep: Class 19 contains 20280 members 
Mstep: Class 20 contains 6731 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 5162 members 
Mstep: Class 23 contains 49650 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327392.000000 Penalty: 181791.359375
Iteration 85Q: 22 clusters Score -2.333274e+08 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 28999 members 
Mstep: Class 2 contains 25264 members 
Mstep: Class 3 contains 141575 members 
Mstep: Class 4 contains 24891 members 
Mstep: Class 5 contains 1955 members 
Mstep: Class 6 contains 16014 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 8120 members 
Mstep: Class 9 contains 90488 members 
Mstep: Class 12 contains 52236 members 
Mstep: Class 13 contains 570429 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 276201 members 
Mstep: Class 18 contains 50039 members 
Mstep: Class 19 contains 20283 members 
Mstep: Class 20 contains 6705 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 5160 members 
Mstep: Class 23 contains 49619 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327248.000000 Penalty: 181791.359375
Iteration 86Q: 22 clusters Score -2.333272e+08 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29009 members 
Mstep: Class 2 contains 25260 members 
Mstep: Class 3 contains 141262 members 
Mstep: Class 4 contains 24982 members 
Mstep: Class 5 contains 1950 members 
Mstep: Class 6 contains 15994 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 8248 members 
Mstep: Class 9 contains 90798 members 
Mstep: Class 12 contains 52203 members 
Mstep: Class 13 contains 570445 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 276139 members 
Mstep: Class 18 contains 49961 members 
Mstep: Class 19 contains 20282 members 
Mstep: Class 20 contains 6697 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 5160 members 
Mstep: Class 23 contains 49588 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327984.000000 Penalty: 181791.359375
Iteration 87Q: 22 clusters Score -2.33328e+08 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29026 members 
Mstep: Class 2 contains 25252 members 
Mstep: Class 3 contains 141003 members 
Mstep: Class 4 contains 25044 members 
Mstep: Class 5 contains 1943 members 
Mstep: Class 6 contains 15978 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 8361 members 
Mstep: Class 9 contains 91058 members 
Mstep: Class 12 contains 52177 members 
Mstep: Class 13 contains 570459 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 276105 members 
Mstep: Class 18 contains 49873 members 
Mstep: Class 19 contains 20282 members 
Mstep: Class 20 contains 6687 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 5159 members 
Mstep: Class 23 contains 49571 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233328592.000000 Penalty: 181791.359375
Iteration 88Q: 22 clusters Score -2.333286e+08 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29048 members 
Mstep: Class 2 contains 25237 members 
Mstep: Class 3 contains 140738 members 
Mstep: Class 4 contains 25128 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 15955 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 8478 members 
Mstep: Class 9 contains 91293 members 
Mstep: Class 12 contains 52145 members 
Mstep: Class 13 contains 570476 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 276113 members 
Mstep: Class 18 contains 49782 members 
Mstep: Class 19 contains 20284 members 
Mstep: Class 20 contains 6663 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 5159 members 
Mstep: Class 23 contains 49544 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233328224.000000 Penalty: 181791.359375
Iteration 89Q: 22 clusters Score -2.333282e+08 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29078 members 
Mstep: Class 2 contains 25224 members 
Mstep: Class 3 contains 140490 members 
Mstep: Class 4 contains 25190 members 
Mstep: Class 5 contains 1928 members 
Mstep: Class 6 contains 15924 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 8585 members 
Mstep: Class 9 contains 91504 members 
Mstep: Class 12 contains 52116 members 
Mstep: Class 13 contains 570429 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 276192 members 
Mstep: Class 18 contains 49707 members 
Mstep: Class 19 contains 20284 members 
Mstep: Class 20 contains 6659 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 5159 members 
Mstep: Class 23 contains 49509 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233328176.000000 Penalty: 181791.359375
Iteration 90Q: 22 clusters Score -2.333282e+08 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29103 members 
Mstep: Class 2 contains 25213 members 
Mstep: Class 3 contains 140253 members 
Mstep: Class 4 contains 25241 members 
Mstep: Class 5 contains 1924 members 
Mstep: Class 6 contains 15900 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 8672 members 
Mstep: Class 9 contains 91693 members 
Mstep: Class 12 contains 52097 members 
Mstep: Class 13 contains 570378 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 276268 members 
Mstep: Class 18 contains 49637 members 
Mstep: Class 19 contains 20287 members 
Mstep: Class 20 contains 6661 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 5160 members 
Mstep: Class 23 contains 49491 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233328064.000000 Penalty: 181791.359375
Iteration 91Q: 22 clusters Score -2.333281e+08 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29133 members 
Mstep: Class 2 contains 25198 members 
Mstep: Class 3 contains 140036 members 
Mstep: Class 4 contains 25277 members 
Mstep: Class 5 contains 1922 members 
Mstep: Class 6 contains 15875 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 8754 members 
Mstep: Class 9 contains 91814 members 
Mstep: Class 12 contains 52083 members 
Mstep: Class 13 contains 570385 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 276340 members 
Mstep: Class 18 contains 49585 members 
Mstep: Class 19 contains 20288 members 
Mstep: Class 20 contains 6654 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 5157 members 
Mstep: Class 23 contains 49477 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327760.000000 Penalty: 181791.359375
Iteration 92Q: 22 clusters Score -2.333278e+08 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 25186 members 
Mstep: Class 3 contains 139817 members 
Mstep: Class 4 contains 25322 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 15858 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 8836 members 
Mstep: Class 9 contains 91947 members 
Mstep: Class 12 contains 52068 members 
Mstep: Class 13 contains 570296 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 276462 members 
Mstep: Class 18 contains 49555 members 
Mstep: Class 19 contains 20291 members 
Mstep: Class 20 contains 6644 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5156 members 
Mstep: Class 23 contains 49468 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233328192.000000 Penalty: 181791.359375
Iteration 93Q: 22 clusters Score -2.333282e+08 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29175 members 
Mstep: Class 2 contains 25181 members 
Mstep: Class 3 contains 139606 members 
Mstep: Class 4 contains 25364 members 
Mstep: Class 5 contains 1918 members 
Mstep: Class 6 contains 15845 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 8901 members 
Mstep: Class 9 contains 92061 members 
Mstep: Class 12 contains 52051 members 
Mstep: Class 13 contains 570238 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 276580 members 
Mstep: Class 18 contains 49508 members 
Mstep: Class 19 contains 20293 members 
Mstep: Class 20 contains 6642 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5156 members 
Mstep: Class 23 contains 49460 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233328096.000000 Penalty: 181791.359375
Iteration 94Q: 22 clusters Score -2.333281e+08 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29183 members 
Mstep: Class 2 contains 25177 members 
Mstep: Class 3 contains 139423 members 
Mstep: Class 4 contains 25388 members 
Mstep: Class 5 contains 1916 members 
Mstep: Class 6 contains 15832 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 8957 members 
Mstep: Class 9 contains 92150 members 
Mstep: Class 12 contains 52043 members 
Mstep: Class 13 contains 570222 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 276690 members 
Mstep: Class 18 contains 49455 members 
Mstep: Class 19 contains 20297 members 
Mstep: Class 20 contains 6642 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5156 members 
Mstep: Class 23 contains 49448 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233328240.000000 Penalty: 181791.359375
Iteration 95Q: 22 clusters Score -2.333282e+08 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 25173 members 
Mstep: Class 3 contains 139244 members 
Mstep: Class 4 contains 25420 members 
Mstep: Class 5 contains 1916 members 
Mstep: Class 6 contains 15816 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9006 members 
Mstep: Class 9 contains 92243 members 
Mstep: Class 12 contains 52035 members 
Mstep: Class 13 contains 570160 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 276812 members 
Mstep: Class 18 contains 49423 members 
Mstep: Class 19 contains 20298 members 
Mstep: Class 20 contains 6640 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5157 members 
Mstep: Class 23 contains 49432 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327936.000000 Penalty: 181791.359375
Iteration 96Q: 22 clusters Score -2.333279e+08 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29225 members 
Mstep: Class 2 contains 25168 members 
Mstep: Class 3 contains 139068 members 
Mstep: Class 4 contains 25443 members 
Mstep: Class 5 contains 1916 members 
Mstep: Class 6 contains 15800 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9056 members 
Mstep: Class 9 contains 92311 members 
Mstep: Class 12 contains 52022 members 
Mstep: Class 13 contains 570101 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 276935 members 
Mstep: Class 18 contains 49409 members 
Mstep: Class 19 contains 20300 members 
Mstep: Class 20 contains 6647 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5157 members 
Mstep: Class 23 contains 49421 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327936.000000 Penalty: 181791.359375
Iteration 97Q: 22 clusters Score -2.333279e+08 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29235 members 
Mstep: Class 2 contains 25159 members 
Mstep: Class 3 contains 138904 members 
Mstep: Class 4 contains 25470 members 
Mstep: Class 5 contains 1915 members 
Mstep: Class 6 contains 15787 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9085 members 
Mstep: Class 9 contains 92387 members 
Mstep: Class 12 contains 52013 members 
Mstep: Class 13 contains 570047 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 277074 members 
Mstep: Class 18 contains 49380 members 
Mstep: Class 19 contains 20301 members 
Mstep: Class 20 contains 6648 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5157 members 
Mstep: Class 23 contains 49417 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327616.000000 Penalty: 181791.359375
Iteration 98Q: 22 clusters Score -2.333276e+08 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29242 members 
Mstep: Class 2 contains 25152 members 
Mstep: Class 3 contains 138737 members 
Mstep: Class 4 contains 25512 members 
Mstep: Class 5 contains 1915 members 
Mstep: Class 6 contains 15778 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9110 members 
Mstep: Class 9 contains 92449 members 
Mstep: Class 12 contains 52006 members 
Mstep: Class 13 contains 570027 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 277198 members 
Mstep: Class 18 contains 49347 members 
Mstep: Class 19 contains 20301 members 
Mstep: Class 20 contains 6644 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5157 members 
Mstep: Class 23 contains 49404 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327472.000000 Penalty: 181791.359375
Iteration 99Q: 22 clusters Score -2.333275e+08 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29245 members 
Mstep: Class 2 contains 25155 members 
Mstep: Class 3 contains 138562 members 
Mstep: Class 4 contains 25537 members 
Mstep: Class 5 contains 1914 members 
Mstep: Class 6 contains 15772 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9140 members 
Mstep: Class 9 contains 92483 members 
Mstep: Class 12 contains 51997 members 
Mstep: Class 13 contains 570021 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 277359 members 
Mstep: Class 18 contains 49302 members 
Mstep: Class 19 contains 20302 members 
Mstep: Class 20 contains 6645 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5157 members 
Mstep: Class 23 contains 49388 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327568.000000 Penalty: 181791.359375
Iteration 100F: 22 clusters Score -2.333276e+08 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29249 members 
Mstep: Class 2 contains 25148 members 
Mstep: Class 3 contains 138383 members 
Mstep: Class 4 contains 25551 members 
Mstep: Class 5 contains 1914 members 
Mstep: Class 6 contains 15764 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9165 members 
Mstep: Class 9 contains 92526 members 
Mstep: Class 12 contains 51995 members 
Mstep: Class 13 contains 570014 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 277546 members 
Mstep: Class 18 contains 49253 members 
Mstep: Class 19 contains 20304 members 
Mstep: Class 20 contains 6639 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5157 members 
Mstep: Class 23 contains 49371 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 101Q: 22 clusters Score -2.333276e+08 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 25148 members 
Mstep: Class 3 contains 138185 members 
Mstep: Class 4 contains 25579 members 
Mstep: Class 5 contains 1913 members 
Mstep: Class 6 contains 15755 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9194 members 
Mstep: Class 9 contains 92561 members 
Mstep: Class 12 contains 51989 members 
Mstep: Class 13 contains 570000 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 277723 members 
Mstep: Class 18 contains 49214 members 
Mstep: Class 19 contains 20305 members 
Mstep: Class 20 contains 6641 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5157 members 
Mstep: Class 23 contains 49358 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327344.000000 Penalty: 181791.359375
Iteration 102Q: 22 clusters Score -2.333273e+08 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29261 members 
Mstep: Class 2 contains 25144 members 
Mstep: Class 3 contains 138028 members 
Mstep: Class 4 contains 25599 members 
Mstep: Class 5 contains 1912 members 
Mstep: Class 6 contains 15747 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9222 members 
Mstep: Class 9 contains 92615 members 
Mstep: Class 12 contains 51981 members 
Mstep: Class 13 contains 569930 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 277902 members 
Mstep: Class 18 contains 49187 members 
Mstep: Class 19 contains 20306 members 
Mstep: Class 20 contains 6642 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5156 members 
Mstep: Class 23 contains 49347 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327520.000000 Penalty: 181791.359375
Iteration 103Q: 22 clusters Score -2.333275e+08 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29270 members 
Mstep: Class 2 contains 25141 members 
Mstep: Class 3 contains 137864 members 
Mstep: Class 4 contains 25631 members 
Mstep: Class 5 contains 1911 members 
Mstep: Class 6 contains 15738 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9253 members 
Mstep: Class 9 contains 92659 members 
Mstep: Class 12 contains 51973 members 
Mstep: Class 13 contains 569899 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 278045 members 
Mstep: Class 18 contains 49160 members 
Mstep: Class 19 contains 20305 members 
Mstep: Class 20 contains 6639 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5156 members 
Mstep: Class 23 contains 49335 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327504.000000 Penalty: 181791.359375
Iteration 104Q: 22 clusters Score -2.333275e+08 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29278 members 
Mstep: Class 2 contains 25136 members 
Mstep: Class 3 contains 137710 members 
Mstep: Class 4 contains 25645 members 
Mstep: Class 5 contains 1911 members 
Mstep: Class 6 contains 15728 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9279 members 
Mstep: Class 9 contains 92692 members 
Mstep: Class 12 contains 51965 members 
Mstep: Class 13 contains 569894 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 278193 members 
Mstep: Class 18 contains 49128 members 
Mstep: Class 19 contains 20306 members 
Mstep: Class 20 contains 6637 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5156 members 
Mstep: Class 23 contains 49321 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 105Q: 22 clusters Score -2.333277e+08 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29282 members 
Mstep: Class 2 contains 25132 members 
Mstep: Class 3 contains 137564 members 
Mstep: Class 4 contains 25661 members 
Mstep: Class 5 contains 1910 members 
Mstep: Class 6 contains 15724 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9301 members 
Mstep: Class 9 contains 92730 members 
Mstep: Class 12 contains 51959 members 
Mstep: Class 13 contains 569886 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 278322 members 
Mstep: Class 18 contains 49099 members 
Mstep: Class 19 contains 20305 members 
Mstep: Class 20 contains 6636 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5156 members 
Mstep: Class 23 contains 49312 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327744.000000 Penalty: 181791.359375
Iteration 106Q: 22 clusters Score -2.333277e+08 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29282 members 
Mstep: Class 2 contains 25128 members 
Mstep: Class 3 contains 137447 members 
Mstep: Class 4 contains 25666 members 
Mstep: Class 5 contains 1910 members 
Mstep: Class 6 contains 15722 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9315 members 
Mstep: Class 9 contains 92774 members 
Mstep: Class 12 contains 51954 members 
Mstep: Class 13 contains 569848 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 278471 members 
Mstep: Class 18 contains 49071 members 
Mstep: Class 19 contains 20305 members 
Mstep: Class 20 contains 6629 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5156 members 
Mstep: Class 23 contains 49301 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327424.000000 Penalty: 181791.359375
Iteration 107Q: 22 clusters Score -2.333274e+08 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29287 members 
Mstep: Class 2 contains 25121 members 
Mstep: Class 3 contains 137341 members 
Mstep: Class 4 contains 25671 members 
Mstep: Class 5 contains 1910 members 
Mstep: Class 6 contains 15718 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9333 members 
Mstep: Class 9 contains 92806 members 
Mstep: Class 12 contains 51950 members 
Mstep: Class 13 contains 569817 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 278598 members 
Mstep: Class 18 contains 49047 members 
Mstep: Class 19 contains 20305 members 
Mstep: Class 20 contains 6625 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5156 members 
Mstep: Class 23 contains 49294 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327376.000000 Penalty: 181791.359375
Iteration 108Q: 22 clusters Score -2.333274e+08 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29294 members 
Mstep: Class 2 contains 25114 members 
Mstep: Class 3 contains 137239 members 
Mstep: Class 4 contains 25678 members 
Mstep: Class 5 contains 1909 members 
Mstep: Class 6 contains 15712 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9359 members 
Mstep: Class 9 contains 92827 members 
Mstep: Class 12 contains 51941 members 
Mstep: Class 13 contains 569804 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 278716 members 
Mstep: Class 18 contains 49022 members 
Mstep: Class 19 contains 20305 members 
Mstep: Class 20 contains 6622 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5156 members 
Mstep: Class 23 contains 49281 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327312.000000 Penalty: 181791.359375
Iteration 109Q: 22 clusters Score -2.333273e+08 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29302 members 
Mstep: Class 2 contains 25108 members 
Mstep: Class 3 contains 137131 members 
Mstep: Class 4 contains 25692 members 
Mstep: Class 5 contains 1909 members 
Mstep: Class 6 contains 15705 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9375 members 
Mstep: Class 9 contains 92853 members 
Mstep: Class 12 contains 51931 members 
Mstep: Class 13 contains 569794 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 278831 members 
Mstep: Class 18 contains 48995 members 
Mstep: Class 19 contains 20306 members 
Mstep: Class 20 contains 6619 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5156 members 
Mstep: Class 23 contains 49272 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327488.000000 Penalty: 181791.359375
Iteration 110Q: 22 clusters Score -2.333275e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29311 members 
Mstep: Class 2 contains 25106 members 
Mstep: Class 3 contains 137029 members 
Mstep: Class 4 contains 25699 members 
Mstep: Class 5 contains 1909 members 
Mstep: Class 6 contains 15699 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9390 members 
Mstep: Class 9 contains 92872 members 
Mstep: Class 12 contains 51924 members 
Mstep: Class 13 contains 569805 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 278944 members 
Mstep: Class 18 contains 48943 members 
Mstep: Class 19 contains 20307 members 
Mstep: Class 20 contains 6617 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5156 members 
Mstep: Class 23 contains 49268 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327376.000000 Penalty: 181791.359375
Iteration 111Q: 22 clusters Score -2.333274e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29321 members 
Mstep: Class 2 contains 25103 members 
Mstep: Class 3 contains 136921 members 
Mstep: Class 4 contains 25707 members 
Mstep: Class 5 contains 1908 members 
Mstep: Class 6 contains 15691 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9404 members 
Mstep: Class 9 contains 92901 members 
Mstep: Class 12 contains 51917 members 
Mstep: Class 13 contains 569764 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 279098 members 
Mstep: Class 18 contains 48898 members 
Mstep: Class 19 contains 20306 members 
Mstep: Class 20 contains 6621 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5156 members 
Mstep: Class 23 contains 49263 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327328.000000 Penalty: 181791.359375
Iteration 112Q: 22 clusters Score -2.333273e+08 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29333 members 
Mstep: Class 2 contains 25098 members 
Mstep: Class 3 contains 136806 members 
Mstep: Class 4 contains 25725 members 
Mstep: Class 5 contains 1907 members 
Mstep: Class 6 contains 15677 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9424 members 
Mstep: Class 9 contains 92929 members 
Mstep: Class 12 contains 51910 members 
Mstep: Class 13 contains 569740 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 279224 members 
Mstep: Class 18 contains 48862 members 
Mstep: Class 19 contains 20307 members 
Mstep: Class 20 contains 6622 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5156 members 
Mstep: Class 23 contains 49259 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327296.000000 Penalty: 181791.359375
Iteration 113Q: 22 clusters Score -2.333273e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29336 members 
Mstep: Class 2 contains 25093 members 
Mstep: Class 3 contains 136701 members 
Mstep: Class 4 contains 25734 members 
Mstep: Class 5 contains 1907 members 
Mstep: Class 6 contains 15669 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9436 members 
Mstep: Class 9 contains 92965 members 
Mstep: Class 12 contains 51907 members 
Mstep: Class 13 contains 569723 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 279346 members 
Mstep: Class 18 contains 48822 members 
Mstep: Class 19 contains 20308 members 
Mstep: Class 20 contains 6624 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5156 members 
Mstep: Class 23 contains 49252 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327120.000000 Penalty: 181791.359375
Iteration 114Q: 22 clusters Score -2.333271e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 25089 members 
Mstep: Class 3 contains 136604 members 
Mstep: Class 4 contains 25737 members 
Mstep: Class 5 contains 1907 members 
Mstep: Class 6 contains 15661 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9445 members 
Mstep: Class 9 contains 92995 members 
Mstep: Class 12 contains 51906 members 
Mstep: Class 13 contains 569705 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 279451 members 
Mstep: Class 18 contains 48788 members 
Mstep: Class 19 contains 20311 members 
Mstep: Class 20 contains 6627 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5156 members 
Mstep: Class 23 contains 49247 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327296.000000 Penalty: 181791.359375
Iteration 115Q: 22 clusters Score -2.333273e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29356 members 
Mstep: Class 2 contains 25083 members 
Mstep: Class 3 contains 136526 members 
Mstep: Class 4 contains 25745 members 
Mstep: Class 5 contains 1907 members 
Mstep: Class 6 contains 15654 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9456 members 
Mstep: Class 9 contains 93018 members 
Mstep: Class 12 contains 51902 members 
Mstep: Class 13 contains 569660 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 279566 members 
Mstep: Class 18 contains 48766 members 
Mstep: Class 19 contains 20314 members 
Mstep: Class 20 contains 6625 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5156 members 
Mstep: Class 23 contains 49245 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327392.000000 Penalty: 181791.359375
Iteration 116Q: 22 clusters Score -2.333274e+08 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 25079 members 
Mstep: Class 3 contains 136417 members 
Mstep: Class 4 contains 25762 members 
Mstep: Class 5 contains 1907 members 
Mstep: Class 6 contains 15647 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9473 members 
Mstep: Class 9 contains 93029 members 
Mstep: Class 12 contains 51901 members 
Mstep: Class 13 contains 569644 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 279677 members 
Mstep: Class 18 contains 48741 members 
Mstep: Class 19 contains 20317 members 
Mstep: Class 20 contains 6621 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5156 members 
Mstep: Class 23 contains 49240 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327168.000000 Penalty: 181791.359375
Iteration 117Q: 22 clusters Score -2.333272e+08 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29376 members 
Mstep: Class 2 contains 25079 members 
Mstep: Class 3 contains 136324 members 
Mstep: Class 4 contains 25770 members 
Mstep: Class 5 contains 1907 members 
Mstep: Class 6 contains 15638 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9488 members 
Mstep: Class 9 contains 93043 members 
Mstep: Class 12 contains 51891 members 
Mstep: Class 13 contains 569627 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 279804 members 
Mstep: Class 18 contains 48708 members 
Mstep: Class 19 contains 20317 members 
Mstep: Class 20 contains 6618 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5156 members 
Mstep: Class 23 contains 49233 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327296.000000 Penalty: 181791.359375
Iteration 118Q: 22 clusters Score -2.333273e+08 nChanged 304
Entering ConstructFrom: 
Score: -233327296.000000 Penalty: 181791.359375
Entering ConstructFrom: 
Trying to split cluster 1 (29381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29381 members 
Entering Unmasked Estep 
Score: -5017994.000000 Penalty: 6301.463379
	Iteration 0F: 2 clusters Score -5017994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -4995620.500000 Penalty: 12602.926758
	Iteration 0F: 3 clusters Score -4995620 nChanged 12314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -5002256.000000 Penalty: 12602.926758
	Iteration 1F: 3 clusters Score -5002256 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -5002951.500000 Penalty: 12602.926758
	Iteration 2F: 3 clusters Score -5002952 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -5003368.500000 Penalty: 12602.926758
	Iteration 3Q: 3 clusters Score -5003368 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -5003668.000000 Penalty: 12602.926758
	Iteration 4Q: 3 clusters Score -5003668 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -5003937.000000 Penalty: 12602.926758
	Iteration 5Q: 3 clusters Score -5003937 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -5004133.000000 Penalty: 12602.926758
	Iteration 6Q: 3 clusters Score -5004133 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -5004286.500000 Penalty: 12602.926758
	Iteration 7Q: 3 clusters Score -5004286 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -5004443.000000 Penalty: 12602.926758
	Iteration 8Q: 3 clusters Score -5004443 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -5004542.500000 Penalty: 12602.926758
	Iteration 9Q: 3 clusters Score -5004542 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -5004655.500000 Penalty: 12602.926758
	Iteration 10Q: 3 clusters Score -5004656 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -5004800.500000 Penalty: 12602.926758
	Iteration 11Q: 3 clusters Score -5004800 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -5004923.000000 Penalty: 12602.926758
	Iteration 12Q: 3 clusters Score -5004923 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -5005089.500000 Penalty: 12602.926758
	Iteration 13Q: 3 clusters Score -5005090 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -5005278.500000 Penalty: 12602.926758
	Iteration 14Q: 3 clusters Score -5005278 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -5005530.000000 Penalty: 12602.926758
	Iteration 15Q: 3 clusters Score -5005530 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -5005894.000000 Penalty: 12602.926758
	Iteration 16Q: 3 clusters Score -5005894 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -5006316.500000 Penalty: 12602.926758
	Iteration 17Q: 3 clusters Score -5006316 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -5006884.500000 Penalty: 12602.926758
	Iteration 18Q: 3 clusters Score -5006884 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -5007565.000000 Penalty: 12602.926758
	Iteration 19Q: 3 clusters Score -5007565 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -5008481.000000 Penalty: 12602.926758
	Iteration 20F: 3 clusters Score -5008481 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 25398 members 
Entering Unmasked Estep 
Score: -5009427.500000 Penalty: 12602.926758
	Iteration 21Q: 3 clusters Score -5009428 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 26450 members 
Entering Unmasked Estep 
Score: -5010290.500000 Penalty: 12602.926758
	Iteration 22Q: 3 clusters Score -5010290 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 27247 members 
Entering Unmasked Estep 
Score: -5010974.000000 Penalty: 12602.926758
	Iteration 23Q: 3 clusters Score -5010974 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 27813 members 
Entering Unmasked Estep 
Score: -5011499.000000 Penalty: 12602.926758
	Iteration 24Q: 3 clusters Score -5011499 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 28167 members 
Entering Unmasked Estep 
Score: -5011849.500000 Penalty: 12602.926758
	Iteration 25Q: 3 clusters Score -5011850 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 28370 members 
Entering Unmasked Estep 
Score: -5012080.500000 Penalty: 12602.926758
	Iteration 26Q: 3 clusters Score -5012080 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 28466 members 
Entering Unmasked Estep 
Score: -5012184.000000 Penalty: 12602.926758
	Iteration 27Q: 3 clusters Score -5012184 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 28525 members 
Entering Unmasked Estep 
Score: -5012253.500000 Penalty: 12602.926758
	Iteration 28Q: 3 clusters Score -5012254 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 28570 members 
Entering Unmasked Estep 
Score: -5012304.000000 Penalty: 12602.926758
	Iteration 29Q: 3 clusters Score -5012304 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 28597 members 
Entering Unmasked Estep 
Score: -5012334.000000 Penalty: 12602.926758
	Iteration 30Q: 3 clusters Score -5012334 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 28625 members 
Entering Unmasked Estep 
Score: -5012370.000000 Penalty: 12602.926758
	Iteration 31Q: 3 clusters Score -5012370 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 28642 members 
Entering Unmasked Estep 
Score: -5012394.500000 Penalty: 12602.926758
	Iteration 32Q: 3 clusters Score -5012394 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 28660 members 
Entering Unmasked Estep 
Score: -5012421.500000 Penalty: 12602.926758
	Iteration 33Q: 3 clusters Score -5012422 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 28674 members 
Entering Unmasked Estep 
Score: -5012435.000000 Penalty: 12602.926758
	Iteration 34Q: 3 clusters Score -5012435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 28682 members 
Entering Unmasked Estep 
Score: -5012439.000000 Penalty: 12602.926758
	Iteration 35Q: 3 clusters Score -5012439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 28686 members 
Entering Unmasked Estep 
Score: -5012448.500000 Penalty: 12602.926758
	Iteration 36Q: 3 clusters Score -5012448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 28689 members 
Entering Unmasked Estep 
Score: -5012453.000000 Penalty: 12602.926758
	Iteration 37Q: 3 clusters Score -5012453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 28694 members 
Entering Unmasked Estep 
Score: -5012465.000000 Penalty: 12602.926758
	Iteration 38Q: 3 clusters Score -5012465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 28695 members 
Entering Unmasked Estep 
Score: -5012466.500000 Penalty: 12602.926758
	Iteration 39Q: 3 clusters Score -5012466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 28698 members 
Entering Unmasked Estep 
Score: -5012465.000000 Penalty: 12602.926758
	Iteration 40F: 3 clusters Score -5012465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 28701 members 
Entering Unmasked Estep 
Score: -5012468.500000 Penalty: 12602.926758
	Iteration 41Q: 3 clusters Score -5012468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 28702 members 
Entering Unmasked Estep 
Score: -5012471.500000 Penalty: 12602.926758
	Iteration 42Q: 3 clusters Score -5012472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 28702 members 
Entering Unmasked Estep 
Score: -5012471.500000 Penalty: 12602.926758
	Iteration 43F: 3 clusters Score -5012472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (25078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Entering Unmasked Estep 
Score: -4371729.000000 Penalty: 6204.469727
	Iteration 0F: 2 clusters Score -4371729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -4352006.500000 Penalty: 12408.939453
	Iteration 0F: 3 clusters Score -4352006 nChanged 10465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -4357432.000000 Penalty: 12408.939453
	Iteration 1F: 3 clusters Score -4357432 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -4358053.500000 Penalty: 12408.939453
	Iteration 2F: 3 clusters Score -4358054 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -4358532.500000 Penalty: 12408.939453
	Iteration 3Q: 3 clusters Score -4358532 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -4358890.000000 Penalty: 12408.939453
	Iteration 4Q: 3 clusters Score -4358890 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -4359148.500000 Penalty: 12408.939453
	Iteration 5Q: 3 clusters Score -4359148 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -4359410.500000 Penalty: 12408.939453
	Iteration 6Q: 3 clusters Score -4359410 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -4359689.500000 Penalty: 12408.939453
	Iteration 7Q: 3 clusters Score -4359690 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -4360010.000000 Penalty: 12408.939453
	Iteration 8Q: 3 clusters Score -4360010 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -4360405.500000 Penalty: 12408.939453
	Iteration 9Q: 3 clusters Score -4360406 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -4360923.500000 Penalty: 12408.939453
	Iteration 10Q: 3 clusters Score -4360924 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -4361544.000000 Penalty: 12408.939453
	Iteration 11Q: 3 clusters Score -4361544 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -4362324.500000 Penalty: 12408.939453
	Iteration 12Q: 3 clusters Score -4362324 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -4363155.000000 Penalty: 12408.939453
	Iteration 13Q: 3 clusters Score -4363155 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -4363954.500000 Penalty: 12408.939453
	Iteration 14Q: 3 clusters Score -4363954 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -4364608.000000 Penalty: 12408.939453
	Iteration 15Q: 3 clusters Score -4364608 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -4365159.500000 Penalty: 12408.939453
	Iteration 16Q: 3 clusters Score -4365160 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -4365559.000000 Penalty: 12408.939453
	Iteration 17Q: 3 clusters Score -4365559 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -4365804.000000 Penalty: 12408.939453
	Iteration 18Q: 3 clusters Score -4365804 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -4366030.500000 Penalty: 12408.939453
	Iteration 19Q: 3 clusters Score -4366030 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -4366194.000000 Penalty: 12408.939453
	Iteration 20F: 3 clusters Score -4366194 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -4366272.000000 Penalty: 12408.939453
	Iteration 21Q: 3 clusters Score -4366272 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -4366327.000000 Penalty: 12408.939453
	Iteration 22Q: 3 clusters Score -4366327 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24147 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -4366365.500000 Penalty: 12408.939453
	Iteration 23Q: 3 clusters Score -4366366 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -4366401.000000 Penalty: 12408.939453
	Iteration 24Q: 3 clusters Score -4366401 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24193 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -4366414.000000 Penalty: 12408.939453
	Iteration 25Q: 3 clusters Score -4366414 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -4366443.500000 Penalty: 12408.939453
	Iteration 26Q: 3 clusters Score -4366444 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -4366460.500000 Penalty: 12408.939453
	Iteration 27Q: 3 clusters Score -4366460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -4366472.000000 Penalty: 12408.939453
	Iteration 28Q: 3 clusters Score -4366472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24244 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -4366487.000000 Penalty: 12408.939453
	Iteration 29Q: 3 clusters Score -4366487 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -4366514.000000 Penalty: 12408.939453
	Iteration 30Q: 3 clusters Score -4366514 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -4366532.000000 Penalty: 12408.939453
	Iteration 31Q: 3 clusters Score -4366532 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24283 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -4366544.000000 Penalty: 12408.939453
	Iteration 32Q: 3 clusters Score -4366544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -4366559.000000 Penalty: 12408.939453
	Iteration 33Q: 3 clusters Score -4366559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -4366563.000000 Penalty: 12408.939453
	Iteration 34Q: 3 clusters Score -4366563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -4366570.500000 Penalty: 12408.939453
	Iteration 35Q: 3 clusters Score -4366570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -4366570.000000 Penalty: 12408.939453
	Iteration 36Q: 3 clusters Score -4366570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -4366570.500000 Penalty: 12408.939453
	Iteration 37Q: 3 clusters Score -4366570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -4366570.500000 Penalty: 12408.939453
	Iteration 38F: 3 clusters Score -4366570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (136241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136241 members 
Entering Unmasked Estep 
Score: -23485258.000000 Penalty: 7241.085938
	Iteration 0F: 2 clusters Score -2.348526e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67994 members 
Mstep: Class 2 contains 68247 members 
Entering Unmasked Estep 
Score: -23393396.000000 Penalty: 14482.171875
	Iteration 0F: 3 clusters Score -2.33934e+07 nChanged 63061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67427 members 
Mstep: Class 2 contains 68814 members 
Entering Unmasked Estep 
Score: -23428280.000000 Penalty: 14482.171875
	Iteration 1F: 3 clusters Score -2.342828e+07 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66977 members 
Mstep: Class 2 contains 69264 members 
Entering Unmasked Estep 
Score: -23429424.000000 Penalty: 14482.171875
	Iteration 2Q: 3 clusters Score -2.342942e+07 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66226 members 
Mstep: Class 2 contains 70015 members 
Entering Unmasked Estep 
Score: -23430478.000000 Penalty: 14482.171875
	Iteration 3Q: 3 clusters Score -2.343048e+07 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65018 members 
Mstep: Class 2 contains 71223 members 
Entering Unmasked Estep 
Score: -23431514.000000 Penalty: 14482.171875
	Iteration 4Q: 3 clusters Score -2.343151e+07 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63303 members 
Mstep: Class 2 contains 72938 members 
Entering Unmasked Estep 
Score: -23432370.000000 Penalty: 14482.171875
	Iteration 5Q: 3 clusters Score -2.343237e+07 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60937 members 
Mstep: Class 2 contains 75304 members 
Entering Unmasked Estep 
Score: -23433572.000000 Penalty: 14482.171875
	Iteration 6Q: 3 clusters Score -2.343357e+07 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57693 members 
Mstep: Class 2 contains 78548 members 
Entering Unmasked Estep 
Score: -23435312.000000 Penalty: 14482.171875
	Iteration 7Q: 3 clusters Score -2.343531e+07 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53280 members 
Mstep: Class 2 contains 82961 members 
Entering Unmasked Estep 
Score: -23437764.000000 Penalty: 14482.171875
	Iteration 8Q: 3 clusters Score -2.343776e+07 nChanged 6367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47537 members 
Mstep: Class 2 contains 88704 members 
Entering Unmasked Estep 
Score: -23441338.000000 Penalty: 14482.171875
	Iteration 9Q: 3 clusters Score -2.344134e+07 nChanged 7684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40221 members 
Mstep: Class 2 contains 96020 members 
Entering Unmasked Estep 
Score: -23446450.000000 Penalty: 14482.171875
	Iteration 10F: 3 clusters Score -2.344645e+07 nChanged 8884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31581 members 
Mstep: Class 2 contains 104660 members 
Entering Unmasked Estep 
Score: -23453276.000000 Penalty: 14482.171875
	Iteration 11F: 3 clusters Score -2.345328e+07 nChanged 9128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 113664 members 
Entering Unmasked Estep 
Score: -23461178.000000 Penalty: 14482.171875
	Iteration 12F: 3 clusters Score -2.346118e+07 nChanged 7940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 121494 members 
Entering Unmasked Estep 
Score: -23468218.000000 Penalty: 14482.171875
	Iteration 13F: 3 clusters Score -2.346822e+07 nChanged 5810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 127172 members 
Entering Unmasked Estep 
Score: -23473482.000000 Penalty: 14482.171875
	Iteration 14Q: 3 clusters Score -2.347348e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 130351 members 
Entering Unmasked Estep 
Score: -23476398.000000 Penalty: 14482.171875
	Iteration 15Q: 3 clusters Score -2.34764e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 131893 members 
Entering Unmasked Estep 
Score: -23477866.000000 Penalty: 14482.171875
	Iteration 16Q: 3 clusters Score -2.347787e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 132686 members 
Entering Unmasked Estep 
Score: -23478656.000000 Penalty: 14482.171875
	Iteration 17Q: 3 clusters Score -2.347866e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 133135 members 
Entering Unmasked Estep 
Score: -23479096.000000 Penalty: 14482.171875
	Iteration 18Q: 3 clusters Score -2.34791e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 133393 members 
Entering Unmasked Estep 
Score: -23479314.000000 Penalty: 14482.171875
	Iteration 19Q: 3 clusters Score -2.347931e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 133583 members 
Entering Unmasked Estep 
Score: -23479424.000000 Penalty: 14482.171875
	Iteration 20F: 3 clusters Score -2.347942e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 133711 members 
Entering Unmasked Estep 
Score: -23479560.000000 Penalty: 14482.171875
	Iteration 21Q: 3 clusters Score -2.347956e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 133807 members 
Entering Unmasked Estep 
Score: -23479654.000000 Penalty: 14482.171875
	Iteration 22Q: 3 clusters Score -2.347965e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 133864 members 
Entering Unmasked Estep 
Score: -23479712.000000 Penalty: 14482.171875
	Iteration 23Q: 3 clusters Score -2.347971e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 133914 members 
Entering Unmasked Estep 
Score: -23479782.000000 Penalty: 14482.171875
	Iteration 24Q: 3 clusters Score -2.347978e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 133959 members 
Entering Unmasked Estep 
Score: -23479804.000000 Penalty: 14482.171875
	Iteration 25Q: 3 clusters Score -2.34798e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 133988 members 
Entering Unmasked Estep 
Score: -23479814.000000 Penalty: 14482.171875
	Iteration 26Q: 3 clusters Score -2.347981e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 134005 members 
Entering Unmasked Estep 
Score: -23479858.000000 Penalty: 14482.171875
	Iteration 27Q: 3 clusters Score -2.347986e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 134024 members 
Entering Unmasked Estep 
Score: -23479874.000000 Penalty: 14482.171875
	Iteration 28Q: 3 clusters Score -2.347987e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 134039 members 
Entering Unmasked Estep 
Score: -23479910.000000 Penalty: 14482.171875
	Iteration 29Q: 3 clusters Score -2.347991e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 134055 members 
Entering Unmasked Estep 
Score: -23479910.000000 Penalty: 14482.171875
	Iteration 30Q: 3 clusters Score -2.347991e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 134066 members 
Entering Unmasked Estep 
Score: -23479920.000000 Penalty: 14482.171875
	Iteration 31Q: 3 clusters Score -2.347992e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 134074 members 
Entering Unmasked Estep 
Score: -23479936.000000 Penalty: 14482.171875
	Iteration 32Q: 3 clusters Score -2.347994e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 134075 members 
Entering Unmasked Estep 
Score: -23479968.000000 Penalty: 14482.171875
	Iteration 33Q: 3 clusters Score -2.347997e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 134095 members 
Entering Unmasked Estep 
Score: -23479998.000000 Penalty: 14482.171875
	Iteration 34Q: 3 clusters Score -2.348e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 134115 members 
Entering Unmasked Estep 
Score: -23480064.000000 Penalty: 14482.171875
	Iteration 35Q: 3 clusters Score -2.348006e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 134145 members 
Entering Unmasked Estep 
Score: -23480062.000000 Penalty: 14482.171875
	Iteration 36Q: 3 clusters Score -2.348006e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 134168 members 
Entering Unmasked Estep 
Score: -23480104.000000 Penalty: 14482.171875
	Iteration 37Q: 3 clusters Score -2.34801e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 134190 members 
Entering Unmasked Estep 
Score: -23480146.000000 Penalty: 14482.171875
	Iteration 38Q: 3 clusters Score -2.348015e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 134210 members 
Entering Unmasked Estep 
Score: -23480182.000000 Penalty: 14482.171875
	Iteration 39Q: 3 clusters Score -2.348018e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 134229 members 
Entering Unmasked Estep 
Score: -23480198.000000 Penalty: 14482.171875
	Iteration 40F: 3 clusters Score -2.34802e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 134241 members 
Entering Unmasked Estep 
Score: -23480214.000000 Penalty: 14482.171875
	Iteration 41Q: 3 clusters Score -2.348021e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 134244 members 
Entering Unmasked Estep 
Score: -23480228.000000 Penalty: 14482.171875
	Iteration 42Q: 3 clusters Score -2.348023e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 134239 members 
Entering Unmasked Estep 
Score: -23480252.000000 Penalty: 14482.171875
	Iteration 43Q: 3 clusters Score -2.348025e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 134237 members 
Entering Unmasked Estep 
Score: -23480246.000000 Penalty: 14482.171875
	Iteration 44Q: 3 clusters Score -2.348025e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 134243 members 
Entering Unmasked Estep 
Score: -23480274.000000 Penalty: 14482.171875
	Iteration 45Q: 3 clusters Score -2.348027e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 134246 members 
Entering Unmasked Estep 
Score: -23480266.000000 Penalty: 14482.171875
	Iteration 46Q: 3 clusters Score -2.348027e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 134251 members 
Entering Unmasked Estep 
Score: -23480266.000000 Penalty: 14482.171875
	Iteration 47Q: 3 clusters Score -2.348027e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 134258 members 
Entering Unmasked Estep 
Score: -23480262.000000 Penalty: 14482.171875
	Iteration 48Q: 3 clusters Score -2.348026e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 134263 members 
Entering Unmasked Estep 
Score: -23480262.000000 Penalty: 14482.171875
	Iteration 49Q: 3 clusters Score -2.348026e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 134270 members 
Entering Unmasked Estep 
Score: -23480284.000000 Penalty: 14482.171875
	Iteration 50Q: 3 clusters Score -2.348028e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 134271 members 
Entering Unmasked Estep 
Score: -23480268.000000 Penalty: 14482.171875
	Iteration 51Q: 3 clusters Score -2.348027e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 134270 members 
Entering Unmasked Estep 
Score: -23480284.000000 Penalty: 14482.171875
	Iteration 52Q: 3 clusters Score -2.348028e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 134269 members 
Entering Unmasked Estep 
Score: -23480262.000000 Penalty: 14482.171875
	Iteration 53Q: 3 clusters Score -2.348026e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 134269 members 
Entering Unmasked Estep 
Score: -23480270.000000 Penalty: 14482.171875
	Iteration 54Q: 3 clusters Score -2.348027e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 134269 members 
Entering Unmasked Estep 
Score: -23480270.000000 Penalty: 14482.171875
	Iteration 55F: 3 clusters Score -2.348027e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (25784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25784 members 
Entering Unmasked Estep 
Score: -4265950.000000 Penalty: 6221.474609
	Iteration 0F: 2 clusters Score -4265950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -4245752.000000 Penalty: 12442.949219
	Iteration 0F: 3 clusters Score -4245752 nChanged 10685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -4251335.500000 Penalty: 12442.949219
	Iteration 1F: 3 clusters Score -4251336 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -4252167.000000 Penalty: 12442.949219
	Iteration 2F: 3 clusters Score -4252167 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -4252834.000000 Penalty: 12442.949219
	Iteration 3F: 3 clusters Score -4252834 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -4253367.500000 Penalty: 12442.949219
	Iteration 4Q: 3 clusters Score -4253368 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -4253742.000000 Penalty: 12442.949219
	Iteration 5Q: 3 clusters Score -4253742 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -4254033.000000 Penalty: 12442.949219
	Iteration 6Q: 3 clusters Score -4254033 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -4254255.000000 Penalty: 12442.949219
	Iteration 7Q: 3 clusters Score -4254255 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -4254449.500000 Penalty: 12442.949219
	Iteration 8Q: 3 clusters Score -4254450 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -4254564.500000 Penalty: 12442.949219
	Iteration 9Q: 3 clusters Score -4254564 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -4254693.500000 Penalty: 12442.949219
	Iteration 10Q: 3 clusters Score -4254694 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -4254796.500000 Penalty: 12442.949219
	Iteration 11Q: 3 clusters Score -4254796 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -4254898.500000 Penalty: 12442.949219
	Iteration 12Q: 3 clusters Score -4254898 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -4254976.000000 Penalty: 12442.949219
	Iteration 13Q: 3 clusters Score -4254976 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -4255019.000000 Penalty: 12442.949219
	Iteration 14Q: 3 clusters Score -4255019 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -4255074.000000 Penalty: 12442.949219
	Iteration 15Q: 3 clusters Score -4255074 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -4255131.500000 Penalty: 12442.949219
	Iteration 16Q: 3 clusters Score -4255132 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -4255162.500000 Penalty: 12442.949219
	Iteration 17Q: 3 clusters Score -4255162 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -4255214.000000 Penalty: 12442.949219
	Iteration 18Q: 3 clusters Score -4255214 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -4255262.000000 Penalty: 12442.949219
	Iteration 19Q: 3 clusters Score -4255262 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -4255294.000000 Penalty: 12442.949219
	Iteration 20F: 3 clusters Score -4255294 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -4255323.500000 Penalty: 12442.949219
	Iteration 21Q: 3 clusters Score -4255324 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -4255362.000000 Penalty: 12442.949219
	Iteration 22Q: 3 clusters Score -4255362 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -4255403.000000 Penalty: 12442.949219
	Iteration 23Q: 3 clusters Score -4255403 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -4255412.500000 Penalty: 12442.949219
	Iteration 24Q: 3 clusters Score -4255412 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -4255451.000000 Penalty: 12442.949219
	Iteration 25Q: 3 clusters Score -4255451 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -4255483.000000 Penalty: 12442.949219
	Iteration 26Q: 3 clusters Score -4255483 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -4255505.500000 Penalty: 12442.949219
	Iteration 27Q: 3 clusters Score -4255506 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -4255519.500000 Penalty: 12442.949219
	Iteration 28Q: 3 clusters Score -4255520 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -4255537.500000 Penalty: 12442.949219
	Iteration 29Q: 3 clusters Score -4255538 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -4255559.000000 Penalty: 12442.949219
	Iteration 30Q: 3 clusters Score -4255559 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -4255572.000000 Penalty: 12442.949219
	Iteration 31Q: 3 clusters Score -4255572 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -4255597.000000 Penalty: 12442.949219
	Iteration 32Q: 3 clusters Score -4255597 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -4255604.000000 Penalty: 12442.949219
	Iteration 33Q: 3 clusters Score -4255604 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -4255625.500000 Penalty: 12442.949219
	Iteration 34Q: 3 clusters Score -4255626 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -4255639.500000 Penalty: 12442.949219
	Iteration 35Q: 3 clusters Score -4255640 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -4255647.500000 Penalty: 12442.949219
	Iteration 36Q: 3 clusters Score -4255648 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -4255655.000000 Penalty: 12442.949219
	Iteration 37Q: 3 clusters Score -4255655 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -4255655.000000 Penalty: 12442.949219
	Iteration 38Q: 3 clusters Score -4255655 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -4255666.500000 Penalty: 12442.949219
	Iteration 39Q: 3 clusters Score -4255666 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -4255665.500000 Penalty: 12442.949219
	Iteration 40F: 3 clusters Score -4255666 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -4255669.500000 Penalty: 12442.949219
	Iteration 41Q: 3 clusters Score -4255670 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -4255675.000000 Penalty: 12442.949219
	Iteration 42Q: 3 clusters Score -4255675 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -4255663.500000 Penalty: 12442.949219
	Iteration 43Q: 3 clusters Score -4255664 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -4255683.500000 Penalty: 12442.949219
	Iteration 44Q: 3 clusters Score -4255684 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -4255681.500000 Penalty: 12442.949219
	Iteration 45Q: 3 clusters Score -4255682 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -4255695.500000 Penalty: 12442.949219
	Iteration 46Q: 3 clusters Score -4255696 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -4255698.000000 Penalty: 12442.949219
	Iteration 47Q: 3 clusters Score -4255698 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -4255716.000000 Penalty: 12442.949219
	Iteration 48Q: 3 clusters Score -4255716 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -4255740.000000 Penalty: 12442.949219
	Iteration 49Q: 3 clusters Score -4255740 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -4255735.500000 Penalty: 12442.949219
	Iteration 50Q: 3 clusters Score -4255736 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -4255739.000000 Penalty: 12442.949219
	Iteration 51Q: 3 clusters Score -4255739 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -4255748.000000 Penalty: 12442.949219
	Iteration 52Q: 3 clusters Score -4255748 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -4255761.000000 Penalty: 12442.949219
	Iteration 53Q: 3 clusters Score -4255761 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -4255777.000000 Penalty: 12442.949219
	Iteration 54Q: 3 clusters Score -4255777 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -4255785.500000 Penalty: 12442.949219
	Iteration 55Q: 3 clusters Score -4255786 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -4255765.500000 Penalty: 12442.949219
	Iteration 56Q: 3 clusters Score -4255766 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -4255782.000000 Penalty: 12442.949219
	Iteration 57Q: 3 clusters Score -4255782 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -4255812.000000 Penalty: 12442.949219
	Iteration 58Q: 3 clusters Score -4255812 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -4255820.500000 Penalty: 12442.949219
	Iteration 59Q: 3 clusters Score -4255820 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -4255830.500000 Penalty: 12442.949219
	Iteration 60F: 3 clusters Score -4255830 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -4255842.500000 Penalty: 12442.949219
	Iteration 61Q: 3 clusters Score -4255842 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -4255847.500000 Penalty: 12442.949219
	Iteration 62Q: 3 clusters Score -4255848 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -4255865.000000 Penalty: 12442.949219
	Iteration 63Q: 3 clusters Score -4255865 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -4255870.500000 Penalty: 12442.949219
	Iteration 64Q: 3 clusters Score -4255870 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -4255864.500000 Penalty: 12442.949219
	Iteration 65Q: 3 clusters Score -4255864 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -4255877.500000 Penalty: 12442.949219
	Iteration 66Q: 3 clusters Score -4255878 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -4255890.000000 Penalty: 12442.949219
	Iteration 67Q: 3 clusters Score -4255890 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -4255901.000000 Penalty: 12442.949219
	Iteration 68Q: 3 clusters Score -4255901 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -4255914.000000 Penalty: 12442.949219
	Iteration 69Q: 3 clusters Score -4255914 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -4255915.000000 Penalty: 12442.949219
	Iteration 70Q: 3 clusters Score -4255915 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -4255929.000000 Penalty: 12442.949219
	Iteration 71Q: 3 clusters Score -4255929 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -4255935.000000 Penalty: 12442.949219
	Iteration 72Q: 3 clusters Score -4255935 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -4255947.000000 Penalty: 12442.949219
	Iteration 73Q: 3 clusters Score -4255947 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -4255954.500000 Penalty: 12442.949219
	Iteration 74Q: 3 clusters Score -4255954 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -4255960.500000 Penalty: 12442.949219
	Iteration 75Q: 3 clusters Score -4255960 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -4255968.500000 Penalty: 12442.949219
	Iteration 76Q: 3 clusters Score -4255968 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -4255976.000000 Penalty: 12442.949219
	Iteration 77Q: 3 clusters Score -4255976 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -4255979.500000 Penalty: 12442.949219
	Iteration 78Q: 3 clusters Score -4255980 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -4255994.500000 Penalty: 12442.949219
	Iteration 79Q: 3 clusters Score -4255994 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -4255988.500000 Penalty: 12442.949219
	Iteration 80F: 3 clusters Score -4255988 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -4256005.000000 Penalty: 12442.949219
	Iteration 81Q: 3 clusters Score -4256005 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -4256018.500000 Penalty: 12442.949219
	Iteration 82Q: 3 clusters Score -4256018 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -4256039.000000 Penalty: 12442.949219
	Iteration 83Q: 3 clusters Score -4256039 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -4256053.500000 Penalty: 12442.949219
	Iteration 84Q: 3 clusters Score -4256054 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -4256053.000000 Penalty: 12442.949219
	Iteration 85Q: 3 clusters Score -4256053 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -4256048.500000 Penalty: 12442.949219
	Iteration 86Q: 3 clusters Score -4256048 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4256063 nChanged 52
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Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4256078 nChanged 47
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Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4256090 nChanged 51
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Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4256104 nChanged 50
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Mstep: Class 1 contains 13520 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4256104 nChanged 51
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Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4256098 nChanged 46
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Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4256100 nChanged 57
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Mstep: Class 1 contains 13482 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4256112 nChanged 59
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Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4256109 nChanged 55
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4256140 nChanged 44
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Mstep: Class 1 contains 13430 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4256140 nChanged 44
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Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4256150 nChanged 47
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Mstep: Class 1 contains 13383 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4256159 nChanged 45
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Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4256174 nChanged 65
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Mstep: Class 1 contains 13335 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4256170 nChanged 69
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Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4256184 nChanged 59
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Mstep: Class 1 contains 13293 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4256192 nChanged 79
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Mstep: Class 1 contains 13260 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4256212 nChanged 79
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Mstep: Class 1 contains 13231 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4256218 nChanged 97
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Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4256228 nChanged 102
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Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4256255 nChanged 106
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Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4256282 nChanged 126
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Mstep: Class 1 contains 13064 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4256316 nChanged 124
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Mstep: Class 1 contains 13008 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4256348 nChanged 119
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Mstep: Class 1 contains 12965 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4256368 nChanged 124
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Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4256392 nChanged 151
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Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 12930 members 
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	Iteration 113Q: 3 clusters Score -4256425 nChanged 156
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	Iteration 115Q: 3 clusters Score -4256494 nChanged 181
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4256690 nChanged 240
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Mstep: Class 1 contains 12157 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -4256762 nChanged 247
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Mstep: Class 2 contains 13780 members 
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Mstep: Class 1 contains 11813 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 11611 members 
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -4257038 nChanged 323
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Mstep: Class 1 contains 11394 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -4257135 nChanged 301
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Mstep: Class 1 contains 11181 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -4257234 nChanged 341
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Mstep: Class 1 contains 10930 members 
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -4257338 nChanged 334
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Mstep: Class 2 contains 15094 members 
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	Iteration 127Q: 3 clusters Score -4257454 nChanged 306
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Mstep: Class 1 contains 10468 members 
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	Iteration 128Q: 3 clusters Score -4257552 nChanged 310
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Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 15534 members 
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Mstep: Class 1 contains 10053 members 
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	Iteration 130Q: 3 clusters Score -4257704 nChanged 260
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Mstep: Class 1 contains 9869 members 
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -4257796 nChanged 238
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Mstep: Class 1 contains 9693 members 
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	Iteration 132Q: 3 clusters Score -4257854 nChanged 217
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Mstep: Class 1 contains 9510 members 
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	Iteration 134Q: 3 clusters Score -4257976 nChanged 176
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	Iteration 135Q: 3 clusters Score -4258020 nChanged 164
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Mstep: Class 2 contains 16736 members 
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	Iteration 136Q: 3 clusters Score -4258065 nChanged 167
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	Iteration 137Q: 3 clusters Score -4258100 nChanged 163
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	Iteration 138Q: 3 clusters Score -4258133 nChanged 162
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	Iteration 139Q: 3 clusters Score -4258164 nChanged 174
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	Iteration 140F: 3 clusters Score -4258206 nChanged 183
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	Iteration 141Q: 3 clusters Score -4258272 nChanged 196
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Mstep: Class 1 contains 8077 members 
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	Iteration 142Q: 3 clusters Score -4258328 nChanged 187
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Mstep: Class 1 contains 7898 members 
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	Iteration 143Q: 3 clusters Score -4258386 nChanged 201
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Mstep: Class 1 contains 7709 members 
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	Iteration 144Q: 3 clusters Score -4258446 nChanged 187
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Mstep: Class 1 contains 7526 members 
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	Iteration 145Q: 3 clusters Score -4258490 nChanged 209
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	Iteration 146Q: 3 clusters Score -4258584 nChanged 240
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	Iteration 147Q: 3 clusters Score -4258668 nChanged 265
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	Iteration 148Q: 3 clusters Score -4258772 nChanged 274
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Mstep: Class 1 contains 6566 members 
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	Iteration 149Q: 3 clusters Score -4258849 nChanged 296
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	Iteration 150Q: 3 clusters Score -4258975 nChanged 311
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	Iteration 158Q: 3 clusters Score -4260302 nChanged 331
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	Iteration 159Q: 3 clusters Score -4260496 nChanged 289
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	Iteration 160F: 3 clusters Score -4260682 nChanged 270
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Mstep: Class 1 contains 2756 members 
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	Iteration 163Q: 3 clusters Score -4261198 nChanged 183
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	Iteration 164Q: 3 clusters Score -4261350 nChanged 153
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	Iteration 165Q: 3 clusters Score -4261462 nChanged 125
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	Iteration 167Q: 3 clusters Score -4261632 nChanged 106
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	Iteration 169Q: 3 clusters Score -4261774 nChanged 59
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	Iteration 170Q: 3 clusters Score -4261794 nChanged 51
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	Iteration 172Q: 3 clusters Score -4261860 nChanged 31
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	Iteration 173Q: 3 clusters Score -4261894 nChanged 28
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	Iteration 174Q: 3 clusters Score -4261910 nChanged 27
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	Iteration 175Q: 3 clusters Score -4261924 nChanged 19
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	Iteration 176Q: 3 clusters Score -4261930 nChanged 15
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	Iteration 177Q: 3 clusters Score -4261937 nChanged 17
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	Iteration 178Q: 3 clusters Score -4261950 nChanged 17
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	Iteration 179Q: 3 clusters Score -4261962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 24429 members 
Entering Unmasked Estep 
Score: -4261973.500000 Penalty: 12442.949219
	Iteration 180F: 3 clusters Score -4261974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 24439 members 
Entering Unmasked Estep 
Score: -4261979.500000 Penalty: 12442.949219
	Iteration 181Q: 3 clusters Score -4261980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 24452 members 
Entering Unmasked Estep 
Score: -4261995.000000 Penalty: 12442.949219
	Iteration 182Q: 3 clusters Score -4261995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -4261997.500000 Penalty: 12442.949219
	Iteration 183Q: 3 clusters Score -4261998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 24462 members 
Entering Unmasked Estep 
Score: -4262000.000000 Penalty: 12442.949219
	Iteration 184Q: 3 clusters Score -4262000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -4262003.000000 Penalty: 12442.949219
	Iteration 185Q: 3 clusters Score -4262003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 24465 members 
Entering Unmasked Estep 
Score: -4262001.000000 Penalty: 12442.949219
	Iteration 186Q: 3 clusters Score -4262001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 24467 members 
Entering Unmasked Estep 
Score: -4262005.000000 Penalty: 12442.949219
	Iteration 187Q: 3 clusters Score -4262005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -4261999.500000 Penalty: 12442.949219
	Iteration 188Q: 3 clusters Score -4262000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -4261999.500000 Penalty: 12442.949219
	Iteration 189F: 3 clusters Score -4262000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Entering Unmasked Estep 
Score: -280124.156250 Penalty: 4626.066895
	Iteration 0F: 2 clusters Score -280124.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -275418.093750 Penalty: 9252.133789
	Iteration 0F: 3 clusters Score -275418.1 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -276394.468750 Penalty: 9252.133789
	Iteration 1F: 3 clusters Score -276394.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -276877.625000 Penalty: 9252.133789
	Iteration 2F: 3 clusters Score -276877.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -277151.187500 Penalty: 9252.133789
	Iteration 3Q: 3 clusters Score -277151.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -277259.000000 Penalty: 9252.133789
	Iteration 4Q: 3 clusters Score -277259 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -277352.156250 Penalty: 9252.133789
	Iteration 5Q: 3 clusters Score -277352.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -277411.218750 Penalty: 9252.133789
	Iteration 6Q: 3 clusters Score -277411.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -277446.750000 Penalty: 9252.133789
	Iteration 7Q: 3 clusters Score -277446.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -277477.843750 Penalty: 9252.133789
	Iteration 8Q: 3 clusters Score -277477.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -277509.437500 Penalty: 9252.133789
	Iteration 9Q: 3 clusters Score -277509.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -277565.812500 Penalty: 9252.133789
	Iteration 10Q: 3 clusters Score -277565.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -277619.250000 Penalty: 9252.133789
	Iteration 11Q: 3 clusters Score -277619.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -277708.093750 Penalty: 9252.133789
	Iteration 12Q: 3 clusters Score -277708.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -277865.031250 Penalty: 9252.133789
	Iteration 13Q: 3 clusters Score -277865 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -278033.843750 Penalty: 9252.133789
	Iteration 14Q: 3 clusters Score -278033.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -278220.218750 Penalty: 9252.133789
	Iteration 15Q: 3 clusters Score -278220.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -278436.812500 Penalty: 9252.133789
	Iteration 16Q: 3 clusters Score -278436.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -278589.875000 Penalty: 9252.133789
	Iteration 17Q: 3 clusters Score -278589.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -278774.343750 Penalty: 9252.133789
	Iteration 18Q: 3 clusters Score -278774.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -279079.375000 Penalty: 9252.133789
	Iteration 19Q: 3 clusters Score -279079.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -279326.000000 Penalty: 9252.133789
	Iteration 20F: 3 clusters Score -279326 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -279574.375000 Penalty: 9252.133789
	Iteration 21Q: 3 clusters Score -279574.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -279773.562500 Penalty: 9252.133789
	Iteration 22Q: 3 clusters Score -279773.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -279952.718750 Penalty: 9252.133789
	Iteration 23Q: 3 clusters Score -279952.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -280199.812500 Penalty: 9252.133789
	Iteration 24Q: 3 clusters Score -280199.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -280447.375000 Penalty: 9252.133789
	Iteration 25Q: 3 clusters Score -280447.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -280660.562500 Penalty: 9252.133789
	Iteration 26Q: 3 clusters Score -280660.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -280906.281250 Penalty: 9252.133789
	Iteration 27Q: 3 clusters Score -280906.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -281055.312500 Penalty: 9252.133789
	Iteration 28Q: 3 clusters Score -281055.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -281139.437500 Penalty: 9252.133789
	Iteration 29Q: 3 clusters Score -281139.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -281184.625000 Penalty: 9252.133789
	Iteration 30Q: 3 clusters Score -281184.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -281200.625000 Penalty: 9252.133789
	Iteration 31Q: 3 clusters Score -281200.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -281237.093750 Penalty: 9252.133789
	Iteration 32Q: 3 clusters Score -281237.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -281246.312500 Penalty: 9252.133789
	Iteration 33Q: 3 clusters Score -281246.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -281246.312500 Penalty: 9252.133789
	Iteration 34F: 3 clusters Score -281246.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29381 members 
Mstep: Class 2 contains 25078 members 
Mstep: Class 3 contains 136241 members 
Mstep: Class 4 contains 25784 members 
Mstep: Class 5 contains 540 members 
Mstep: Class 6 contains 15635 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9503 members 
Mstep: Class 9 contains 93060 members 
Mstep: Class 10 contains 1366 members 
Mstep: Class 12 contains 51892 members 
Mstep: Class 13 contains 569585 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 279918 members 
Mstep: Class 18 contains 48674 members 
Mstep: Class 19 contains 20317 members 
Mstep: Class 20 contains 6618 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5155 members 
Mstep: Class 23 contains 49232 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
Score: -233324256.000000 Penalty: 190448.093750
Splitting cluster 5 changes total score from -233327296.000000 to -233324256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (15635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Entering Unmasked Estep 
Score: -2567765.500000 Penalty: 5915.076172
	Iteration 0F: 2 clusters Score -2567766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -2553910.250000 Penalty: 11830.152344
	Iteration 0F: 3 clusters Score -2553910 nChanged 6212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -2557302.250000 Penalty: 11830.152344
	Iteration 1F: 3 clusters Score -2557302 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -2557935.000000 Penalty: 11830.152344
	Iteration 2F: 3 clusters Score -2557935 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -2558381.250000 Penalty: 11830.152344
	Iteration 3F: 3 clusters Score -2558381 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -2558809.000000 Penalty: 11830.152344
	Iteration 4Q: 3 clusters Score -2558809 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -2559288.500000 Penalty: 11830.152344
	Iteration 5Q: 3 clusters Score -2559288 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -2559848.750000 Penalty: 11830.152344
	Iteration 6Q: 3 clusters Score -2559849 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -2560430.500000 Penalty: 11830.152344
	Iteration 7Q: 3 clusters Score -2560430 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -2560957.250000 Penalty: 11830.152344
	Iteration 8Q: 3 clusters Score -2560957 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -2561458.750000 Penalty: 11830.152344
	Iteration 9Q: 3 clusters Score -2561459 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -2561905.750000 Penalty: 11830.152344
	Iteration 10Q: 3 clusters Score -2561906 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -2562233.750000 Penalty: 11830.152344
	Iteration 11Q: 3 clusters Score -2562234 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -2562469.500000 Penalty: 11830.152344
	Iteration 12Q: 3 clusters Score -2562470 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -2562659.500000 Penalty: 11830.152344
	Iteration 13Q: 3 clusters Score -2562660 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -2562814.500000 Penalty: 11830.152344
	Iteration 14Q: 3 clusters Score -2562814 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -2562953.750000 Penalty: 11830.152344
	Iteration 15Q: 3 clusters Score -2562954 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -2563082.750000 Penalty: 11830.152344
	Iteration 16Q: 3 clusters Score -2563083 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -2563186.000000 Penalty: 11830.152344
	Iteration 17Q: 3 clusters Score -2563186 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -2563241.250000 Penalty: 11830.152344
	Iteration 18Q: 3 clusters Score -2563241 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -2563325.750000 Penalty: 11830.152344
	Iteration 19Q: 3 clusters Score -2563326 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -2563389.000000 Penalty: 11830.152344
	Iteration 20F: 3 clusters Score -2563389 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -2563456.500000 Penalty: 11830.152344
	Iteration 21Q: 3 clusters Score -2563456 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -2563502.250000 Penalty: 11830.152344
	Iteration 22Q: 3 clusters Score -2563502 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -2563545.000000 Penalty: 11830.152344
	Iteration 23Q: 3 clusters Score -2563545 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -2563590.250000 Penalty: 11830.152344
	Iteration 24Q: 3 clusters Score -2563590 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -2563631.500000 Penalty: 11830.152344
	Iteration 25Q: 3 clusters Score -2563632 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -2563664.750000 Penalty: 11830.152344
	Iteration 26Q: 3 clusters Score -2563665 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -2563693.500000 Penalty: 11830.152344
	Iteration 27Q: 3 clusters Score -2563694 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -2563716.750000 Penalty: 11830.152344
	Iteration 28Q: 3 clusters Score -2563717 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -2563756.000000 Penalty: 11830.152344
	Iteration 29Q: 3 clusters Score -2563756 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -2563770.750000 Penalty: 11830.152344
	Iteration 30Q: 3 clusters Score -2563771 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -2563792.750000 Penalty: 11830.152344
	Iteration 31Q: 3 clusters Score -2563793 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -2563800.000000 Penalty: 11830.152344
	Iteration 32Q: 3 clusters Score -2563800 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -2563816.750000 Penalty: 11830.152344
	Iteration 33Q: 3 clusters Score -2563817 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -2563842.000000 Penalty: 11830.152344
	Iteration 34Q: 3 clusters Score -2563842 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -2563851.750000 Penalty: 11830.152344
	Iteration 35Q: 3 clusters Score -2563852 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -2563851.000000 Penalty: 11830.152344
	Iteration 36Q: 3 clusters Score -2563851 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -2563870.750000 Penalty: 11830.152344
	Iteration 37Q: 3 clusters Score -2563871 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -2563872.500000 Penalty: 11830.152344
	Iteration 38Q: 3 clusters Score -2563872 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -2563876.250000 Penalty: 11830.152344
	Iteration 39Q: 3 clusters Score -2563876 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -2563876.250000 Penalty: 11830.152344
	Iteration 40F: 3 clusters Score -2563876 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -2563892.250000 Penalty: 11830.152344
	Iteration 41Q: 3 clusters Score -2563892 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -2563903.000000 Penalty: 11830.152344
	Iteration 42Q: 3 clusters Score -2563903 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -2563899.250000 Penalty: 11830.152344
	Iteration 43Q: 3 clusters Score -2563899 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -2563898.500000 Penalty: 11830.152344
	Iteration 44Q: 3 clusters Score -2563898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -2563905.750000 Penalty: 11830.152344
	Iteration 45Q: 3 clusters Score -2563906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -2563910.000000 Penalty: 11830.152344
	Iteration 46Q: 3 clusters Score -2563910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -2563915.000000 Penalty: 11830.152344
	Iteration 47Q: 3 clusters Score -2563915 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -2563909.250000 Penalty: 11830.152344
	Iteration 48Q: 3 clusters Score -2563909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -2563909.000000 Penalty: 11830.152344
	Iteration 49Q: 3 clusters Score -2563909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -2563912.000000 Penalty: 11830.152344
	Iteration 50Q: 3 clusters Score -2563912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -2563918.750000 Penalty: 11830.152344
	Iteration 51Q: 3 clusters Score -2563919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -2563919.750000 Penalty: 11830.152344
	Iteration 52Q: 3 clusters Score -2563920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -2563925.000000 Penalty: 11830.152344
	Iteration 53Q: 3 clusters Score -2563925 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -2563922.750000 Penalty: 11830.152344
	Iteration 54Q: 3 clusters Score -2563923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -2563925.500000 Penalty: 11830.152344
	Iteration 55Q: 3 clusters Score -2563926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -2563922.750000 Penalty: 11830.152344
	Iteration 56Q: 3 clusters Score -2563923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -2563923.250000 Penalty: 11830.152344
	Iteration 57Q: 3 clusters Score -2563923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -2563927.750000 Penalty: 11830.152344
	Iteration 58Q: 3 clusters Score -2563928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -2563931.750000 Penalty: 11830.152344
	Iteration 59Q: 3 clusters Score -2563932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -2563934.250000 Penalty: 11830.152344
	Iteration 60F: 3 clusters Score -2563934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -2563930.000000 Penalty: 11830.152344
	Iteration 61Q: 3 clusters Score -2563930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -2563929.250000 Penalty: 11830.152344
	Iteration 62Q: 3 clusters Score -2563929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -2563935.250000 Penalty: 11830.152344
	Iteration 63Q: 3 clusters Score -2563935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -2563933.500000 Penalty: 11830.152344
	Iteration 64Q: 3 clusters Score -2563934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -2563931.500000 Penalty: 11830.152344
	Iteration 65Q: 3 clusters Score -2563932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -2563934.000000 Penalty: 11830.152344
	Iteration 66Q: 3 clusters Score -2563934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -2563939.500000 Penalty: 11830.152344
	Iteration 67Q: 3 clusters Score -2563940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -2563939.000000 Penalty: 11830.152344
	Iteration 68Q: 3 clusters Score -2563939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -2563938.000000 Penalty: 11830.152344
	Iteration 69Q: 3 clusters Score -2563938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -2563941.000000 Penalty: 11830.152344
	Iteration 70Q: 3 clusters Score -2563941 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -2563941.250000 Penalty: 11830.152344
	Iteration 71Q: 3 clusters Score -2563941 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -2563940.500000 Penalty: 11830.152344
	Iteration 72Q: 3 clusters Score -2563940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -2563945.000000 Penalty: 11830.152344
	Iteration 73Q: 3 clusters Score -2563945 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -2563945.500000 Penalty: 11830.152344
	Iteration 74Q: 3 clusters Score -2563946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -2563947.500000 Penalty: 11830.152344
	Iteration 75Q: 3 clusters Score -2563948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -2563954.250000 Penalty: 11830.152344
	Iteration 76Q: 3 clusters Score -2563954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -2563948.500000 Penalty: 11830.152344
	Iteration 77Q: 3 clusters Score -2563948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -2563950.000000 Penalty: 11830.152344
	Iteration 78Q: 3 clusters Score -2563950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -2563947.000000 Penalty: 11830.152344
	Iteration 79Q: 3 clusters Score -2563947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -2563950.000000 Penalty: 11830.152344
	Iteration 80F: 3 clusters Score -2563950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -2563956.250000 Penalty: 11830.152344
	Iteration 81Q: 3 clusters Score -2563956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -2563958.750000 Penalty: 11830.152344
	Iteration 82Q: 3 clusters Score -2563959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -2563954.500000 Penalty: 11830.152344
	Iteration 83Q: 3 clusters Score -2563954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -2563953.000000 Penalty: 11830.152344
	Iteration 84Q: 3 clusters Score -2563953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -2563963.250000 Penalty: 11830.152344
	Iteration 85Q: 3 clusters Score -2563963 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -2563964.250000 Penalty: 11830.152344
	Iteration 86Q: 3 clusters Score -2563964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -2563965.250000 Penalty: 11830.152344
	Iteration 87Q: 3 clusters Score -2563965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -2563960.750000 Penalty: 11830.152344
	Iteration 88Q: 3 clusters Score -2563961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -2563965.250000 Penalty: 11830.152344
	Iteration 89Q: 3 clusters Score -2563965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -2563961.500000 Penalty: 11830.152344
	Iteration 90Q: 3 clusters Score -2563962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -2563965.500000 Penalty: 11830.152344
	Iteration 91Q: 3 clusters Score -2563966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -2563969.500000 Penalty: 11830.152344
	Iteration 92Q: 3 clusters Score -2563970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -2563965.250000 Penalty: 11830.152344
	Iteration 93Q: 3 clusters Score -2563965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -2563972.250000 Penalty: 11830.152344
	Iteration 94Q: 3 clusters Score -2563972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -2563971.500000 Penalty: 11830.152344
	Iteration 95Q: 3 clusters Score -2563972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -2563970.750000 Penalty: 11830.152344
	Iteration 96Q: 3 clusters Score -2563971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -2563970.750000 Penalty: 11830.152344
	Iteration 97Q: 3 clusters Score -2563971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -2563968.500000 Penalty: 11830.152344
	Iteration 98Q: 3 clusters Score -2563968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -2563967.500000 Penalty: 11830.152344
	Iteration 99Q: 3 clusters Score -2563968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -2563972.500000 Penalty: 11830.152344
	Iteration 100F: 3 clusters Score -2563972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -2563969.250000 Penalty: 11830.152344
	Iteration 101Q: 3 clusters Score -2563969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -2563969.250000 Penalty: 11830.152344
	Iteration 102F: 3 clusters Score -2563969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -206311.812500 Penalty: 4386.493652
	Iteration 0F: 2 clusters Score -206311.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -201963.406250 Penalty: 8772.987305
	Iteration 0F: 3 clusters Score -201963.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -202465.578125 Penalty: 8772.987305
	Iteration 1F: 3 clusters Score -202465.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -202640.875000 Penalty: 8772.987305
	Iteration 2Q: 3 clusters Score -202640.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -202758.812500 Penalty: 8772.987305
	Iteration 3Q: 3 clusters Score -202758.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -202867.593750 Penalty: 8772.987305
	Iteration 4Q: 3 clusters Score -202867.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -202955.093750 Penalty: 8772.987305
	Iteration 5Q: 3 clusters Score -202955.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -203016.796875 Penalty: 8772.987305
	Iteration 6Q: 3 clusters Score -203016.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -203097.062500 Penalty: 8772.987305
	Iteration 7Q: 3 clusters Score -203097.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -203123.718750 Penalty: 8772.987305
	Iteration 8Q: 3 clusters Score -203123.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -203143.718750 Penalty: 8772.987305
	Iteration 9Q: 3 clusters Score -203143.7 nChanged 5
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: -203159.937500 Penalty: 8772.987305
	Iteration 10Q: 3 clusters Score -203159.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -203178.609375 Penalty: 8772.987305
	Iteration 11Q: 3 clusters Score -203178.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -203195.953125 Penalty: 8772.987305
	Iteration 12Q: 3 clusters Score -203196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -203215.562500 Penalty: 8772.987305
	Iteration 13Q: 3 clusters Score -203215.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -203224.453125 Penalty: 8772.987305
	Iteration 14Q: 3 clusters Score -203224.5 nChanged 3
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: -203228.781250 Penalty: 8772.987305
	Iteration 15Q: 3 clusters Score -203228.8 nChanged 0
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: -203228.781250 Penalty: 8772.987305
	Iteration 16F: 3 clusters Score -203228.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Entering Unmasked Estep 
Score: -1567224.625000 Penalty: 5610.109863
	Iteration 0F: 2 clusters Score -1567225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1557344.500000 Penalty: 11220.219727
	Iteration 0F: 3 clusters Score -1557344 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1559478.750000 Penalty: 11220.219727
	Iteration 1F: 3 clusters Score -1559479 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1560058.875000 Penalty: 11220.219727
	Iteration 2F: 3 clusters Score -1560059 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1560539.875000 Penalty: 11220.219727
	Iteration 3F: 3 clusters Score -1560540 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1560964.500000 Penalty: 11220.219727
	Iteration 4Q: 3 clusters Score -1560964 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1561340.250000 Penalty: 11220.219727
	Iteration 5Q: 3 clusters Score -1561340 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1561635.500000 Penalty: 11220.219727
	Iteration 6Q: 3 clusters Score -1561636 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1561871.750000 Penalty: 11220.219727
	Iteration 7Q: 3 clusters Score -1561872 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1562062.875000 Penalty: 11220.219727
	Iteration 8Q: 3 clusters Score -1562063 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1562232.500000 Penalty: 11220.219727
	Iteration 9Q: 3 clusters Score -1562232 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1562399.500000 Penalty: 11220.219727
	Iteration 10Q: 3 clusters Score -1562400 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1562535.875000 Penalty: 11220.219727
	Iteration 11Q: 3 clusters Score -1562536 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1562655.000000 Penalty: 11220.219727
	Iteration 12Q: 3 clusters Score -1562655 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1562764.625000 Penalty: 11220.219727
	Iteration 13Q: 3 clusters Score -1562765 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1562855.625000 Penalty: 11220.219727
	Iteration 14Q: 3 clusters Score -1562856 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1562935.625000 Penalty: 11220.219727
	Iteration 15Q: 3 clusters Score -1562936 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1563003.125000 Penalty: 11220.219727
	Iteration 16Q: 3 clusters Score -1563003 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1563048.000000 Penalty: 11220.219727
	Iteration 17Q: 3 clusters Score -1563048 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1563089.875000 Penalty: 11220.219727
	Iteration 18Q: 3 clusters Score -1563090 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1563131.125000 Penalty: 11220.219727
	Iteration 19Q: 3 clusters Score -1563131 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1563165.625000 Penalty: 11220.219727
	Iteration 20F: 3 clusters Score -1563166 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1563195.375000 Penalty: 11220.219727
	Iteration 21Q: 3 clusters Score -1563195 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1563212.625000 Penalty: 11220.219727
	Iteration 22Q: 3 clusters Score -1563213 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1563231.625000 Penalty: 11220.219727
	Iteration 23Q: 3 clusters Score -1563232 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1563252.625000 Penalty: 11220.219727
	Iteration 24Q: 3 clusters Score -1563253 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1563267.500000 Penalty: 11220.219727
	Iteration 25Q: 3 clusters Score -1563268 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1563278.875000 Penalty: 11220.219727
	Iteration 26Q: 3 clusters Score -1563279 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1563282.625000 Penalty: 11220.219727
	Iteration 27Q: 3 clusters Score -1563283 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1563301.000000 Penalty: 11220.219727
	Iteration 28Q: 3 clusters Score -1563301 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1563303.625000 Penalty: 11220.219727
	Iteration 29Q: 3 clusters Score -1563304 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1563315.625000 Penalty: 11220.219727
	Iteration 30Q: 3 clusters Score -1563316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1563321.375000 Penalty: 11220.219727
	Iteration 31Q: 3 clusters Score -1563321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1563326.375000 Penalty: 11220.219727
	Iteration 32Q: 3 clusters Score -1563326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1563329.250000 Penalty: 11220.219727
	Iteration 33Q: 3 clusters Score -1563329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1563334.750000 Penalty: 11220.219727
	Iteration 34Q: 3 clusters Score -1563335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1563335.875000 Penalty: 11220.219727
	Iteration 35Q: 3 clusters Score -1563336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1563339.375000 Penalty: 11220.219727
	Iteration 36Q: 3 clusters Score -1563339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1563339.875000 Penalty: 11220.219727
	Iteration 37Q: 3 clusters Score -1563340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1563341.625000 Penalty: 11220.219727
	Iteration 38Q: 3 clusters Score -1563342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1563345.375000 Penalty: 11220.219727
	Iteration 39Q: 3 clusters Score -1563345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1563343.750000 Penalty: 11220.219727
	Iteration 40F: 3 clusters Score -1563344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1563346.375000 Penalty: 11220.219727
	Iteration 41Q: 3 clusters Score -1563346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1563351.625000 Penalty: 11220.219727
	Iteration 42Q: 3 clusters Score -1563352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1563354.625000 Penalty: 11220.219727
	Iteration 43Q: 3 clusters Score -1563355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1563357.625000 Penalty: 11220.219727
	Iteration 44Q: 3 clusters Score -1563358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1563358.375000 Penalty: 11220.219727
	Iteration 45Q: 3 clusters Score -1563358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1563360.750000 Penalty: 11220.219727
	Iteration 46Q: 3 clusters Score -1563361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1563365.625000 Penalty: 11220.219727
	Iteration 47Q: 3 clusters Score -1563366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1563371.375000 Penalty: 11220.219727
	Iteration 48Q: 3 clusters Score -1563371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1563378.625000 Penalty: 11220.219727
	Iteration 49Q: 3 clusters Score -1563379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1563376.250000 Penalty: 11220.219727
	Iteration 50Q: 3 clusters Score -1563376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1563376.750000 Penalty: 11220.219727
	Iteration 51Q: 3 clusters Score -1563377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1563379.625000 Penalty: 11220.219727
	Iteration 52Q: 3 clusters Score -1563380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1563384.500000 Penalty: 11220.219727
	Iteration 53Q: 3 clusters Score -1563384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1563386.625000 Penalty: 11220.219727
	Iteration 54Q: 3 clusters Score -1563387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1563386.625000 Penalty: 11220.219727
	Iteration 55F: 3 clusters Score -1563387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (93060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93060 members 
Entering Unmasked Estep 
Score: -15719481.000000 Penalty: 7007.612305
	Iteration 0F: 2 clusters Score -1.571948e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46455 members 
Mstep: Class 2 contains 46605 members 
Entering Unmasked Estep 
Score: -15655937.000000 Penalty: 14015.224609
	Iteration 0F: 3 clusters Score -1.565594e+07 nChanged 42531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45626 members 
Mstep: Class 2 contains 47434 members 
Entering Unmasked Estep 
Score: -15679062.000000 Penalty: 14015.224609
	Iteration 1F: 3 clusters Score -1.567906e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45049 members 
Mstep: Class 2 contains 48011 members 
Entering Unmasked Estep 
Score: -15680075.000000 Penalty: 14015.224609
	Iteration 2Q: 3 clusters Score -1.568008e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44266 members 
Mstep: Class 2 contains 48794 members 
Entering Unmasked Estep 
Score: -15680949.000000 Penalty: 14015.224609
	Iteration 3Q: 3 clusters Score -1.568095e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43160 members 
Mstep: Class 2 contains 49900 members 
Entering Unmasked Estep 
Score: -15681704.000000 Penalty: 14015.224609
	Iteration 4Q: 3 clusters Score -1.56817e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41603 members 
Mstep: Class 2 contains 51457 members 
Entering Unmasked Estep 
Score: -15682445.000000 Penalty: 14015.224609
	Iteration 5Q: 3 clusters Score -1.568244e+07 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39417 members 
Mstep: Class 2 contains 53643 members 
Entering Unmasked Estep 
Score: -15683396.000000 Penalty: 14015.224609
	Iteration 6Q: 3 clusters Score -1.56834e+07 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36441 members 
Mstep: Class 2 contains 56619 members 
Entering Unmasked Estep 
Score: -15684895.000000 Penalty: 14015.224609
	Iteration 7Q: 3 clusters Score -1.56849e+07 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32378 members 
Mstep: Class 2 contains 60682 members 
Entering Unmasked Estep 
Score: -15687090.000000 Penalty: 14015.224609
	Iteration 8Q: 3 clusters Score -1.568709e+07 nChanged 5562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27086 members 
Mstep: Class 2 contains 65974 members 
Entering Unmasked Estep 
Score: -15690428.000000 Penalty: 14015.224609
	Iteration 9F: 3 clusters Score -1.569043e+07 nChanged 6482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 72306 members 
Entering Unmasked Estep 
Score: -15695166.000000 Penalty: 14015.224609
	Iteration 10F: 3 clusters Score -1.569517e+07 nChanged 6565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 78841 members 
Entering Unmasked Estep 
Score: -15700614.000000 Penalty: 14015.224609
	Iteration 11F: 3 clusters Score -1.570061e+07 nChanged 5670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 84491 members 
Entering Unmasked Estep 
Score: -15705463.000000 Penalty: 14015.224609
	Iteration 12F: 3 clusters Score -1.570546e+07 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 88409 members 
Entering Unmasked Estep 
Score: -15709216.000000 Penalty: 14015.224609
	Iteration 13Q: 3 clusters Score -1.570922e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 90679 members 
Entering Unmasked Estep 
Score: -15711397.000000 Penalty: 14015.224609
	Iteration 14Q: 3 clusters Score -1.57114e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 91750 members 
Entering Unmasked Estep 
Score: -15712538.000000 Penalty: 14015.224609
	Iteration 15Q: 3 clusters Score -1.571254e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 92124 members 
Entering Unmasked Estep 
Score: -15712916.000000 Penalty: 14015.224609
	Iteration 16Q: 3 clusters Score -1.571292e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 92295 members 
Entering Unmasked Estep 
Score: -15713129.000000 Penalty: 14015.224609
	Iteration 17Q: 3 clusters Score -1.571313e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 92376 members 
Entering Unmasked Estep 
Score: -15713236.000000 Penalty: 14015.224609
	Iteration 18Q: 3 clusters Score -1.571324e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 92417 members 
Entering Unmasked Estep 
Score: -15713295.000000 Penalty: 14015.224609
	Iteration 19Q: 3 clusters Score -1.57133e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 92443 members 
Entering Unmasked Estep 
Score: -15713323.000000 Penalty: 14015.224609
	Iteration 20F: 3 clusters Score -1.571332e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 92460 members 
Entering Unmasked Estep 
Score: -15713375.000000 Penalty: 14015.224609
	Iteration 21Q: 3 clusters Score -1.571338e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 92468 members 
Entering Unmasked Estep 
Score: -15713382.000000 Penalty: 14015.224609
	Iteration 22Q: 3 clusters Score -1.571338e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 92474 members 
Entering Unmasked Estep 
Score: -15713390.000000 Penalty: 14015.224609
	Iteration 23Q: 3 clusters Score -1.571339e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 92479 members 
Entering Unmasked Estep 
Score: -15713397.000000 Penalty: 14015.224609
	Iteration 24Q: 3 clusters Score -1.57134e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 92484 members 
Entering Unmasked Estep 
Score: -15713410.000000 Penalty: 14015.224609
	Iteration 25Q: 3 clusters Score -1.571341e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 92488 members 
Entering Unmasked Estep 
Score: -15713421.000000 Penalty: 14015.224609
	Iteration 26Q: 3 clusters Score -1.571342e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 92491 members 
Entering Unmasked Estep 
Score: -15713430.000000 Penalty: 14015.224609
	Iteration 27Q: 3 clusters Score -1.571343e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 92496 members 
Entering Unmasked Estep 
Score: -15713425.000000 Penalty: 14015.224609
	Iteration 28Q: 3 clusters Score -1.571342e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 92501 members 
Entering Unmasked Estep 
Score: -15713433.000000 Penalty: 14015.224609
	Iteration 29Q: 3 clusters Score -1.571343e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 92506 members 
Entering Unmasked Estep 
Score: -15713451.000000 Penalty: 14015.224609
	Iteration 30Q: 3 clusters Score -1.571345e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 92505 members 
Entering Unmasked Estep 
Score: -15713452.000000 Penalty: 14015.224609
	Iteration 31Q: 3 clusters Score -1.571345e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 92507 members 
Entering Unmasked Estep 
Score: -15713450.000000 Penalty: 14015.224609
	Iteration 32Q: 3 clusters Score -1.571345e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 92511 members 
Entering Unmasked Estep 
Score: -15713452.000000 Penalty: 14015.224609
	Iteration 33Q: 3 clusters Score -1.571345e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 92511 members 
Entering Unmasked Estep 
Score: -15713454.000000 Penalty: 14015.224609
	Iteration 34Q: 3 clusters Score -1.571345e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 92514 members 
Entering Unmasked Estep 
Score: -15713461.000000 Penalty: 14015.224609
	Iteration 35Q: 3 clusters Score -1.571346e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 92514 members 
Entering Unmasked Estep 
Score: -15713466.000000 Penalty: 14015.224609
	Iteration 36Q: 3 clusters Score -1.571347e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 92515 members 
Entering Unmasked Estep 
Score: -15713470.000000 Penalty: 14015.224609
	Iteration 37Q: 3 clusters Score -1.571347e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 92513 members 
Entering Unmasked Estep 
Score: -15713477.000000 Penalty: 14015.224609
	Iteration 38Q: 3 clusters Score -1.571348e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 92511 members 
Entering Unmasked Estep 
Score: -15713481.000000 Penalty: 14015.224609
	Iteration 39Q: 3 clusters Score -1.571348e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 92510 members 
Entering Unmasked Estep 
Score: -15713479.000000 Penalty: 14015.224609
	Iteration 40F: 3 clusters Score -1.571348e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 92510 members 
Entering Unmasked Estep 
Score: -15713479.000000 Penalty: 14015.224609
	Iteration 41Q: 3 clusters Score -1.571348e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 92511 members 
Entering Unmasked Estep 
Score: -15713483.000000 Penalty: 14015.224609
	Iteration 42Q: 3 clusters Score -1.571348e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 92514 members 
Entering Unmasked Estep 
Score: -15713495.000000 Penalty: 14015.224609
	Iteration 43Q: 3 clusters Score -1.57135e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 92515 members 
Entering Unmasked Estep 
Score: -15713497.000000 Penalty: 14015.224609
	Iteration 44Q: 3 clusters Score -1.57135e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 92517 members 
Entering Unmasked Estep 
Score: -15713493.000000 Penalty: 14015.224609
	Iteration 45Q: 3 clusters Score -1.571349e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 92519 members 
Entering Unmasked Estep 
Score: -15713502.000000 Penalty: 14015.224609
	Iteration 46Q: 3 clusters Score -1.57135e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 92520 members 
Entering Unmasked Estep 
Score: -15713510.000000 Penalty: 14015.224609
	Iteration 47Q: 3 clusters Score -1.571351e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 92520 members 
Entering Unmasked Estep 
Score: -15713510.000000 Penalty: 14015.224609
	Iteration 48F: 3 clusters Score -1.571351e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (51892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51892 members 
Entering Unmasked Estep 
Score: -9023080.000000 Penalty: 6649.863770
	Iteration 0F: 2 clusters Score -9023080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25946 members 
Mstep: Class 2 contains 25946 members 
Entering Unmasked Estep 
Score: -8986057.000000 Penalty: 13299.727539
	Iteration 0F: 3 clusters Score -8986057 nChanged 22783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -8998188.000000 Penalty: 13299.727539
	Iteration 1F: 3 clusters Score -8998188 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25480 members 
Mstep: Class 2 contains 26412 members 
Entering Unmasked Estep 
Score: -8999039.000000 Penalty: 13299.727539
	Iteration 2Q: 3 clusters Score -8999039 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25330 members 
Mstep: Class 2 contains 26562 members 
Entering Unmasked Estep 
Score: -8999654.000000 Penalty: 13299.727539
	Iteration 3Q: 3 clusters Score -8999654 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 26742 members 
Entering Unmasked Estep 
Score: -9000049.000000 Penalty: 13299.727539
	Iteration 4Q: 3 clusters Score -9000049 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24878 members 
Mstep: Class 2 contains 27014 members 
Entering Unmasked Estep 
Score: -9000408.000000 Penalty: 13299.727539
	Iteration 5Q: 3 clusters Score -9000408 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 27353 members 
Entering Unmasked Estep 
Score: -9000786.000000 Penalty: 13299.727539
	Iteration 6Q: 3 clusters Score -9000786 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 27843 members 
Entering Unmasked Estep 
Score: -9001042.000000 Penalty: 13299.727539
	Iteration 7Q: 3 clusters Score -9001042 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 28436 members 
Entering Unmasked Estep 
Score: -9001320.000000 Penalty: 13299.727539
	Iteration 8Q: 3 clusters Score -9001320 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 29128 members 
Entering Unmasked Estep 
Score: -9001641.000000 Penalty: 13299.727539
	Iteration 9Q: 3 clusters Score -9001641 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 29986 members 
Entering Unmasked Estep 
Score: -9001985.000000 Penalty: 13299.727539
	Iteration 10Q: 3 clusters Score -9001985 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 31071 members 
Entering Unmasked Estep 
Score: -9002426.000000 Penalty: 13299.727539
	Iteration 11Q: 3 clusters Score -9002426 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 32439 members 
Entering Unmasked Estep 
Score: -9003037.000000 Penalty: 13299.727539
	Iteration 12Q: 3 clusters Score -9003037 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 34192 members 
Entering Unmasked Estep 
Score: -9003930.000000 Penalty: 13299.727539
	Iteration 13Q: 3 clusters Score -9003930 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 36345 members 
Entering Unmasked Estep 
Score: -9005201.000000 Penalty: 13299.727539
	Iteration 14Q: 3 clusters Score -9005201 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 38908 members 
Entering Unmasked Estep 
Score: -9006891.000000 Penalty: 13299.727539
	Iteration 15F: 3 clusters Score -9006891 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 41739 members 
Entering Unmasked Estep 
Score: -9009072.000000 Penalty: 13299.727539
	Iteration 16F: 3 clusters Score -9009072 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 44539 members 
Entering Unmasked Estep 
Score: -9011343.000000 Penalty: 13299.727539
	Iteration 17F: 3 clusters Score -9011343 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 46838 members 
Entering Unmasked Estep 
Score: -9013387.000000 Penalty: 13299.727539
	Iteration 18Q: 3 clusters Score -9013387 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 48524 members 
Entering Unmasked Estep 
Score: -9014959.000000 Penalty: 13299.727539
	Iteration 19Q: 3 clusters Score -9014959 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 49462 members 
Entering Unmasked Estep 
Score: -9015847.000000 Penalty: 13299.727539
	Iteration 20F: 3 clusters Score -9015847 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 49966 members 
Entering Unmasked Estep 
Score: -9016319.000000 Penalty: 13299.727539
	Iteration 21Q: 3 clusters Score -9016319 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 50233 members 
Entering Unmasked Estep 
Score: -9016660.000000 Penalty: 13299.727539
	Iteration 22Q: 3 clusters Score -9016660 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 50394 members 
Entering Unmasked Estep 
Score: -9016852.000000 Penalty: 13299.727539
	Iteration 23Q: 3 clusters Score -9016852 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 50491 members 
Entering Unmasked Estep 
Score: -9017032.000000 Penalty: 13299.727539
	Iteration 24Q: 3 clusters Score -9017032 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 50552 members 
Entering Unmasked Estep 
Score: -9017121.000000 Penalty: 13299.727539
	Iteration 25Q: 3 clusters Score -9017121 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 50597 members 
Entering Unmasked Estep 
Score: -9017206.000000 Penalty: 13299.727539
	Iteration 26Q: 3 clusters Score -9017206 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 50612 members 
Entering Unmasked Estep 
Score: -9017269.000000 Penalty: 13299.727539
	Iteration 27Q: 3 clusters Score -9017269 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 50624 members 
Entering Unmasked Estep 
Score: -9017325.000000 Penalty: 13299.727539
	Iteration 28Q: 3 clusters Score -9017325 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 50649 members 
Entering Unmasked Estep 
Score: -9017396.000000 Penalty: 13299.727539
	Iteration 29Q: 3 clusters Score -9017396 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 50662 members 
Entering Unmasked Estep 
Score: -9017438.000000 Penalty: 13299.727539
	Iteration 30Q: 3 clusters Score -9017438 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 50670 members 
Entering Unmasked Estep 
Score: -9017467.000000 Penalty: 13299.727539
	Iteration 31Q: 3 clusters Score -9017467 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 50677 members 
Entering Unmasked Estep 
Score: -9017474.000000 Penalty: 13299.727539
	Iteration 32Q: 3 clusters Score -9017474 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 50683 members 
Entering Unmasked Estep 
Score: -9017490.000000 Penalty: 13299.727539
	Iteration 33Q: 3 clusters Score -9017490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 50687 members 
Entering Unmasked Estep 
Score: -9017487.000000 Penalty: 13299.727539
	Iteration 34Q: 3 clusters Score -9017487 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 50692 members 
Entering Unmasked Estep 
Score: -9017504.000000 Penalty: 13299.727539
	Iteration 35Q: 3 clusters Score -9017504 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 50697 members 
Entering Unmasked Estep 
Score: -9017521.000000 Penalty: 13299.727539
	Iteration 36Q: 3 clusters Score -9017521 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 50702 members 
Entering Unmasked Estep 
Score: -9017538.000000 Penalty: 13299.727539
	Iteration 37Q: 3 clusters Score -9017538 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 50707 members 
Entering Unmasked Estep 
Score: -9017549.000000 Penalty: 13299.727539
	Iteration 38Q: 3 clusters Score -9017549 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 50710 members 
Entering Unmasked Estep 
Score: -9017561.000000 Penalty: 13299.727539
	Iteration 39Q: 3 clusters Score -9017561 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 50712 members 
Entering Unmasked Estep 
Score: -9017581.000000 Penalty: 13299.727539
	Iteration 40F: 3 clusters Score -9017581 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 50712 members 
Entering Unmasked Estep 
Score: -9017590.000000 Penalty: 13299.727539
	Iteration 41Q: 3 clusters Score -9017590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 50722 members 
Entering Unmasked Estep 
Score: -9017608.000000 Penalty: 13299.727539
	Iteration 42Q: 3 clusters Score -9017608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 50723 members 
Entering Unmasked Estep 
Score: -9017617.000000 Penalty: 13299.727539
	Iteration 43Q: 3 clusters Score -9017617 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 50723 members 
Entering Unmasked Estep 
Score: -9017624.000000 Penalty: 13299.727539
	Iteration 44Q: 3 clusters Score -9017624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 50728 members 
Entering Unmasked Estep 
Score: -9017627.000000 Penalty: 13299.727539
	Iteration 45Q: 3 clusters Score -9017627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 50734 members 
Entering Unmasked Estep 
Score: -9017634.000000 Penalty: 13299.727539
	Iteration 46Q: 3 clusters Score -9017634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 50734 members 
Entering Unmasked Estep 
Score: -9017631.000000 Penalty: 13299.727539
	Iteration 47Q: 3 clusters Score -9017631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 50733 members 
Entering Unmasked Estep 
Score: -9017635.000000 Penalty: 13299.727539
	Iteration 48Q: 3 clusters Score -9017635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 50731 members 
Entering Unmasked Estep 
Score: -9017632.000000 Penalty: 13299.727539
	Iteration 49Q: 3 clusters Score -9017632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 50731 members 
Entering Unmasked Estep 
Score: -9017632.000000 Penalty: 13299.727539
	Iteration 50F: 3 clusters Score -9017632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (569585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569585 members 
Entering Unmasked Estep 
Score: -97660832.000000 Penalty: 8117.256348
	Iteration 0F: 2 clusters Score -9.766083e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284198 members 
Mstep: Class 2 contains 285387 members 
Entering Unmasked Estep 
Score: -97332480.000000 Penalty: 16234.512695
	Iteration 0F: 3 clusters Score -9.733248e+07 nChanged 274552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272780 members 
Mstep: Class 2 contains 296805 members 
Entering Unmasked Estep 
Score: -97493232.000000 Penalty: 16234.512695
	Iteration 1F: 3 clusters Score -9.749323e+07 nChanged 14524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265052 members 
Mstep: Class 2 contains 304533 members 
Entering Unmasked Estep 
Score: -97496472.000000 Penalty: 16234.512695
	Iteration 2Q: 3 clusters Score -9.749647e+07 nChanged 16941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252977 members 
Mstep: Class 2 contains 316608 members 
Entering Unmasked Estep 
Score: -97500896.000000 Penalty: 16234.512695
	Iteration 3Q: 3 clusters Score -9.75009e+07 nChanged 21416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234549 members 
Mstep: Class 2 contains 335036 members 
Entering Unmasked Estep 
Score: -97508944.000000 Penalty: 16234.512695
	Iteration 4Q: 3 clusters Score -9.750894e+07 nChanged 29294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206745 members 
Mstep: Class 2 contains 362840 members 
Entering Unmasked Estep 
Score: -97523696.000000 Penalty: 16234.512695
	Iteration 5F: 3 clusters Score -9.75237e+07 nChanged 40061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167214 members 
Mstep: Class 2 contains 402371 members 
Entering Unmasked Estep 
Score: -97549928.000000 Penalty: 16234.512695
	Iteration 6F: 3 clusters Score -9.754993e+07 nChanged 50371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116995 members 
Mstep: Class 2 contains 452590 members 
Entering Unmasked Estep 
Score: -97587416.000000 Penalty: 16234.512695
	Iteration 7F: 3 clusters Score -9.758742e+07 nChanged 51635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65418 members 
Mstep: Class 2 contains 504167 members 
Entering Unmasked Estep 
Score: -97617848.000000 Penalty: 16234.512695
	Iteration 8F: 3 clusters Score -9.761785e+07 nChanged 36285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29171 members 
Mstep: Class 2 contains 540414 members 
Entering Unmasked Estep 
Score: -97637544.000000 Penalty: 16234.512695
	Iteration 9F: 3 clusters Score -9.763754e+07 nChanged 17656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 558046 members 
Entering Unmasked Estep 
Score: -97646368.000000 Penalty: 16234.512695
	Iteration 10Q: 3 clusters Score -9.764637e+07 nChanged 6808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 564834 members 
Entering Unmasked Estep 
Score: -97650296.000000 Penalty: 16234.512695
	Iteration 11Q: 3 clusters Score -9.76503e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 567179 members 
Entering Unmasked Estep 
Score: -97651936.000000 Penalty: 16234.512695
	Iteration 12Q: 3 clusters Score -9.765194e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 568017 members 
Entering Unmasked Estep 
Score: -97652664.000000 Penalty: 16234.512695
	Iteration 13Q: 3 clusters Score -9.765266e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 568351 members 
Entering Unmasked Estep 
Score: -97653120.000000 Penalty: 16234.512695
	Iteration 14Q: 3 clusters Score -9.765312e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 568494 members 
Entering Unmasked Estep 
Score: -97653384.000000 Penalty: 16234.512695
	Iteration 15Q: 3 clusters Score -9.765338e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 568589 members 
Entering Unmasked Estep 
Score: -97653456.000000 Penalty: 16234.512695
	Iteration 16Q: 3 clusters Score -9.765346e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 568646 members 
Entering Unmasked Estep 
Score: -97653576.000000 Penalty: 16234.512695
	Iteration 17Q: 3 clusters Score -9.765358e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 568672 members 
Entering Unmasked Estep 
Score: -97653728.000000 Penalty: 16234.512695
	Iteration 18Q: 3 clusters Score -9.765373e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 568692 members 
Entering Unmasked Estep 
Score: -97653728.000000 Penalty: 16234.512695
	Iteration 19Q: 3 clusters Score -9.765373e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 568707 members 
Entering Unmasked Estep 
Score: -97653712.000000 Penalty: 16234.512695
	Iteration 20F: 3 clusters Score -9.765371e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 568715 members 
Entering Unmasked Estep 
Score: -97653752.000000 Penalty: 16234.512695
	Iteration 21Q: 3 clusters Score -9.765375e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 568721 members 
Entering Unmasked Estep 
Score: -97653752.000000 Penalty: 16234.512695
	Iteration 22Q: 3 clusters Score -9.765375e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 568726 members 
Entering Unmasked Estep 
Score: -97653776.000000 Penalty: 16234.512695
	Iteration 23Q: 3 clusters Score -9.765378e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 568728 members 
Entering Unmasked Estep 
Score: -97653776.000000 Penalty: 16234.512695
	Iteration 24Q: 3 clusters Score -9.765378e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 568730 members 
Entering Unmasked Estep 
Score: -97653808.000000 Penalty: 16234.512695
	Iteration 25Q: 3 clusters Score -9.765381e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 568732 members 
Entering Unmasked Estep 
Score: -97653904.000000 Penalty: 16234.512695
	Iteration 26Q: 3 clusters Score -9.76539e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 568730 members 
Entering Unmasked Estep 
Score: -97653856.000000 Penalty: 16234.512695
	Iteration 27Q: 3 clusters Score -9.765386e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 568731 members 
Entering Unmasked Estep 
Score: -97653888.000000 Penalty: 16234.512695
	Iteration 28Q: 3 clusters Score -9.765389e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 568733 members 
Entering Unmasked Estep 
Score: -97653904.000000 Penalty: 16234.512695
	Iteration 29Q: 3 clusters Score -9.76539e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 568734 members 
Entering Unmasked Estep 
Score: -97653880.000000 Penalty: 16234.512695
	Iteration 30Q: 3 clusters Score -9.765388e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 568737 members 
Entering Unmasked Estep 
Score: -97653880.000000 Penalty: 16234.512695
	Iteration 31Q: 3 clusters Score -9.765388e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 568738 members 
Entering Unmasked Estep 
Score: -97653832.000000 Penalty: 16234.512695
	Iteration 32Q: 3 clusters Score -9.765383e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 568738 members 
Entering Unmasked Estep 
Score: -97653912.000000 Penalty: 16234.512695
	Iteration 33Q: 3 clusters Score -9.765391e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 568742 members 
Entering Unmasked Estep 
Score: -97653880.000000 Penalty: 16234.512695
	Iteration 34Q: 3 clusters Score -9.765388e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 568742 members 
Entering Unmasked Estep 
Score: -97653880.000000 Penalty: 16234.512695
	Iteration 35F: 3 clusters Score -9.765388e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Entering Unmasked Estep 
Score: -204150.687500 Penalty: 4413.906250
	Iteration 0F: 2 clusters Score -204150.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -199777.062500 Penalty: 8827.812500
	Iteration 0F: 3 clusters Score -199777.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -200424.281250 Penalty: 8827.812500
	Iteration 1F: 3 clusters Score -200424.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -200805.703125 Penalty: 8827.812500
	Iteration 2F: 3 clusters Score -200805.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -201116.343750 Penalty: 8827.812500
	Iteration 3Q: 3 clusters Score -201116.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -201563.484375 Penalty: 8827.812500
	Iteration 4Q: 3 clusters Score -201563.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -201959.750000 Penalty: 8827.812500
	Iteration 5Q: 3 clusters Score -201959.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -202228.703125 Penalty: 8827.812500
	Iteration 6Q: 3 clusters Score -202228.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -202301.562500 Penalty: 8827.812500
	Iteration 7Q: 3 clusters Score -202301.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -202352.484375 Penalty: 8827.812500
	Iteration 8Q: 3 clusters Score -202352.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -202396.109375 Penalty: 8827.812500
	Iteration 9Q: 3 clusters Score -202396.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -202473.593750 Penalty: 8827.812500
	Iteration 10Q: 3 clusters Score -202473.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -202566.109375 Penalty: 8827.812500
	Iteration 11Q: 3 clusters Score -202566.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -202627.781250 Penalty: 8827.812500
	Iteration 12Q: 3 clusters Score -202627.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -202722.562500 Penalty: 8827.812500
	Iteration 13Q: 3 clusters Score -202722.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -202813.437500 Penalty: 8827.812500
	Iteration 14Q: 3 clusters Score -202813.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -202866.500000 Penalty: 8827.812500
	Iteration 15Q: 3 clusters Score -202866.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -202882.359375 Penalty: 8827.812500
	Iteration 16Q: 3 clusters Score -202882.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -202896.734375 Penalty: 8827.812500
	Iteration 17Q: 3 clusters Score -202896.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -202919.656250 Penalty: 8827.812500
	Iteration 18Q: 3 clusters Score -202919.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -202936.421875 Penalty: 8827.812500
	Iteration 19Q: 3 clusters Score -202936.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -202944.531250 Penalty: 8827.812500
	Iteration 20F: 3 clusters Score -202944.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -202954.765625 Penalty: 8827.812500
	Iteration 21Q: 3 clusters Score -202954.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -202959.937500 Penalty: 8827.812500
	Iteration 22Q: 3 clusters Score -202959.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -202964.546875 Penalty: 8827.812500
	Iteration 23Q: 3 clusters Score -202964.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -202973.796875 Penalty: 8827.812500
	Iteration 24Q: 3 clusters Score -202973.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -202982.828125 Penalty: 8827.812500
	Iteration 25Q: 3 clusters Score -202982.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -203001.656250 Penalty: 8827.812500
	Iteration 26Q: 3 clusters Score -203001.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -203027.109375 Penalty: 8827.812500
	Iteration 27Q: 3 clusters Score -203027.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -203056.843750 Penalty: 8827.812500
	Iteration 28Q: 3 clusters Score -203056.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -203100.328125 Penalty: 8827.812500
	Iteration 29Q: 3 clusters Score -203100.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -203133.312500 Penalty: 8827.812500
	Iteration 30Q: 3 clusters Score -203133.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -203158.593750 Penalty: 8827.812500
	Iteration 31Q: 3 clusters Score -203158.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -203187.125000 Penalty: 8827.812500
	Iteration 32Q: 3 clusters Score -203187.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -203210.234375 Penalty: 8827.812500
	Iteration 33Q: 3 clusters Score -203210.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -203229.187500 Penalty: 8827.812500
	Iteration 34Q: 3 clusters Score -203229.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -203259.734375 Penalty: 8827.812500
	Iteration 35Q: 3 clusters Score -203259.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -203305.375000 Penalty: 8827.812500
	Iteration 36Q: 3 clusters Score -203305.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -203337.312500 Penalty: 8827.812500
	Iteration 37Q: 3 clusters Score -203337.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -203373.625000 Penalty: 8827.812500
	Iteration 38Q: 3 clusters Score -203373.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -203409.078125 Penalty: 8827.812500
	Iteration 39Q: 3 clusters Score -203409.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -203463.546875 Penalty: 8827.812500
	Iteration 40F: 3 clusters Score -203463.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -203525.562500 Penalty: 8827.812500
	Iteration 41Q: 3 clusters Score -203525.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -203595.578125 Penalty: 8827.812500
	Iteration 42Q: 3 clusters Score -203595.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -203654.109375 Penalty: 8827.812500
	Iteration 43Q: 3 clusters Score -203654.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -203683.390625 Penalty: 8827.812500
	Iteration 44Q: 3 clusters Score -203683.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -203706.921875 Penalty: 8827.812500
	Iteration 45Q: 3 clusters Score -203706.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -203739.671875 Penalty: 8827.812500
	Iteration 46Q: 3 clusters Score -203739.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -203761.796875 Penalty: 8827.812500
	Iteration 47Q: 3 clusters Score -203761.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -203778.265625 Penalty: 8827.812500
	Iteration 48Q: 3 clusters Score -203778.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -203805.031250 Penalty: 8827.812500
	Iteration 49Q: 3 clusters Score -203805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -203819.687500 Penalty: 8827.812500
	Iteration 50Q: 3 clusters Score -203819.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -203831.046875 Penalty: 8827.812500
	Iteration 51Q: 3 clusters Score -203831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -203839.656250 Penalty: 8827.812500
	Iteration 52Q: 3 clusters Score -203839.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -203847.203125 Penalty: 8827.812500
	Iteration 53Q: 3 clusters Score -203847.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -203857.406250 Penalty: 8827.812500
	Iteration 54Q: 3 clusters Score -203857.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -203862.609375 Penalty: 8827.812500
	Iteration 55Q: 3 clusters Score -203862.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -203871.796875 Penalty: 8827.812500
	Iteration 56Q: 3 clusters Score -203871.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -203886.250000 Penalty: 8827.812500
	Iteration 57Q: 3 clusters Score -203886.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -203896.921875 Penalty: 8827.812500
	Iteration 58Q: 3 clusters Score -203896.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -203900.031250 Penalty: 8827.812500
	Iteration 59Q: 3 clusters Score -203900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -203902.859375 Penalty: 8827.812500
	Iteration 60F: 3 clusters Score -203902.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Entering Unmasked Estep 
Score: -200465.375000 Penalty: 4397.326172
	Iteration 0F: 2 clusters Score -200465.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -196071.812500 Penalty: 8794.652344
	Iteration 0F: 3 clusters Score -196071.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -196571.625000 Penalty: 8794.652344
	Iteration 1F: 3 clusters Score -196571.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -196864.281250 Penalty: 8794.652344
	Iteration 2F: 3 clusters Score -196864.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -197057.406250 Penalty: 8794.652344
	Iteration 3Q: 3 clusters Score -197057.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -197221.437500 Penalty: 8794.652344
	Iteration 4Q: 3 clusters Score -197221.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -197360.078125 Penalty: 8794.652344
	Iteration 5Q: 3 clusters Score -197360.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -197501.687500 Penalty: 8794.652344
	Iteration 6Q: 3 clusters Score -197501.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -197683.765625 Penalty: 8794.652344
	Iteration 7Q: 3 clusters Score -197683.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -197891.421875 Penalty: 8794.652344
	Iteration 8Q: 3 clusters Score -197891.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -198094.734375 Penalty: 8794.652344
	Iteration 9Q: 3 clusters Score -198094.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -198303.812500 Penalty: 8794.652344
	Iteration 10Q: 3 clusters Score -198303.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -198461.656250 Penalty: 8794.652344
	Iteration 11Q: 3 clusters Score -198461.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -198662.140625 Penalty: 8794.652344
	Iteration 12Q: 3 clusters Score -198662.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -198779.703125 Penalty: 8794.652344
	Iteration 13Q: 3 clusters Score -198779.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -198817.109375 Penalty: 8794.652344
	Iteration 14Q: 3 clusters Score -198817.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -198838.718750 Penalty: 8794.652344
	Iteration 15Q: 3 clusters Score -198838.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -198849.703125 Penalty: 8794.652344
	Iteration 16Q: 3 clusters Score -198849.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -198853.718750 Penalty: 8794.652344
	Iteration 17Q: 3 clusters Score -198853.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -198853.718750 Penalty: 8794.652344
	Iteration 18F: 3 clusters Score -198853.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (279918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279918 members 
Entering Unmasked Estep 
Score: -48201876.000000 Penalty: 7682.128906
	Iteration 0F: 2 clusters Score -4.820188e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139841 members 
Mstep: Class 2 contains 140077 members 
Entering Unmasked Estep 
Score: -48018788.000000 Penalty: 15364.257812
	Iteration 0F: 3 clusters Score -4.801879e+07 nChanged 133112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137723 members 
Mstep: Class 2 contains 142195 members 
Entering Unmasked Estep 
Score: -48095128.000000 Penalty: 15364.257812
	Iteration 1F: 3 clusters Score -4.809513e+07 nChanged 9182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136275 members 
Mstep: Class 2 contains 143643 members 
Entering Unmasked Estep 
Score: -48097824.000000 Penalty: 15364.257812
	Iteration 2Q: 3 clusters Score -4.809782e+07 nChanged 9877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134134 members 
Mstep: Class 2 contains 145784 members 
Entering Unmasked Estep 
Score: -48100648.000000 Penalty: 15364.257812
	Iteration 3Q: 3 clusters Score -4.810065e+07 nChanged 11012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130892 members 
Mstep: Class 2 contains 149026 members 
Entering Unmasked Estep 
Score: -48104256.000000 Penalty: 15364.257812
	Iteration 4Q: 3 clusters Score -4.810426e+07 nChanged 12586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126136 members 
Mstep: Class 2 contains 153782 members 
Entering Unmasked Estep 
Score: -48109624.000000 Penalty: 15364.257812
	Iteration 5Q: 3 clusters Score -4.810962e+07 nChanged 14440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119560 members 
Mstep: Class 2 contains 160358 members 
Entering Unmasked Estep 
Score: -48116984.000000 Penalty: 15364.257812
	Iteration 6F: 3 clusters Score -4.811698e+07 nChanged 16210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111288 members 
Mstep: Class 2 contains 168630 members 
Entering Unmasked Estep 
Score: -48127268.000000 Penalty: 15364.257812
	Iteration 7F: 3 clusters Score -4.812727e+07 nChanged 17559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101753 members 
Mstep: Class 2 contains 178165 members 
Entering Unmasked Estep 
Score: -48139880.000000 Penalty: 15364.257812
	Iteration 8F: 3 clusters Score -4.813988e+07 nChanged 17497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92606 members 
Mstep: Class 2 contains 187312 members 
Entering Unmasked Estep 
Score: -48152792.000000 Penalty: 15364.257812
	Iteration 9F: 3 clusters Score -4.815279e+07 nChanged 15531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85315 members 
Mstep: Class 2 contains 194603 members 
Entering Unmasked Estep 
Score: -48163188.000000 Penalty: 15364.257812
	Iteration 10F: 3 clusters Score -4.816319e+07 nChanged 12530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80049 members 
Mstep: Class 2 contains 199869 members 
Entering Unmasked Estep 
Score: -48171312.000000 Penalty: 15364.257812
	Iteration 11Q: 3 clusters Score -4.817131e+07 nChanged 9201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76194 members 
Mstep: Class 2 contains 203724 members 
Entering Unmasked Estep 
Score: -48175964.000000 Penalty: 15364.257812
	Iteration 12Q: 3 clusters Score -4.817596e+07 nChanged 6346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72840 members 
Mstep: Class 2 contains 207078 members 
Entering Unmasked Estep 
Score: -48178340.000000 Penalty: 15364.257812
	Iteration 13Q: 3 clusters Score -4.817834e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69759 members 
Mstep: Class 2 contains 210159 members 
Entering Unmasked Estep 
Score: -48180164.000000 Penalty: 15364.257812
	Iteration 14Q: 3 clusters Score -4.818016e+07 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66805 members 
Mstep: Class 2 contains 213113 members 
Entering Unmasked Estep 
Score: -48181504.000000 Penalty: 15364.257812
	Iteration 15Q: 3 clusters Score -4.81815e+07 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64145 members 
Mstep: Class 2 contains 215773 members 
Entering Unmasked Estep 
Score: -48182316.000000 Penalty: 15364.257812
	Iteration 16Q: 3 clusters Score -4.818232e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61675 members 
Mstep: Class 2 contains 218243 members 
Entering Unmasked Estep 
Score: -48183072.000000 Penalty: 15364.257812
	Iteration 17Q: 3 clusters Score -4.818307e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59361 members 
Mstep: Class 2 contains 220557 members 
Entering Unmasked Estep 
Score: -48183668.000000 Penalty: 15364.257812
	Iteration 18Q: 3 clusters Score -4.818367e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57158 members 
Mstep: Class 2 contains 222760 members 
Entering Unmasked Estep 
Score: -48184084.000000 Penalty: 15364.257812
	Iteration 19Q: 3 clusters Score -4.818408e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55099 members 
Mstep: Class 2 contains 224819 members 
Entering Unmasked Estep 
Score: -48184552.000000 Penalty: 15364.257812
	Iteration 20F: 3 clusters Score -4.818455e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53120 members 
Mstep: Class 2 contains 226798 members 
Entering Unmasked Estep 
Score: -48184868.000000 Penalty: 15364.257812
	Iteration 21Q: 3 clusters Score -4.818487e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51264 members 
Mstep: Class 2 contains 228654 members 
Entering Unmasked Estep 
Score: -48185296.000000 Penalty: 15364.257812
	Iteration 22Q: 3 clusters Score -4.81853e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49531 members 
Mstep: Class 2 contains 230387 members 
Entering Unmasked Estep 
Score: -48185748.000000 Penalty: 15364.257812
	Iteration 23Q: 3 clusters Score -4.818575e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47832 members 
Mstep: Class 2 contains 232086 members 
Entering Unmasked Estep 
Score: -48186084.000000 Penalty: 15364.257812
	Iteration 24Q: 3 clusters Score -4.818608e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46110 members 
Mstep: Class 2 contains 233808 members 
Entering Unmasked Estep 
Score: -48186560.000000 Penalty: 15364.257812
	Iteration 25Q: 3 clusters Score -4.818656e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44333 members 
Mstep: Class 2 contains 235585 members 
Entering Unmasked Estep 
Score: -48186704.000000 Penalty: 15364.257812
	Iteration 26Q: 3 clusters Score -4.81867e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42612 members 
Mstep: Class 2 contains 237306 members 
Entering Unmasked Estep 
Score: -48187124.000000 Penalty: 15364.257812
	Iteration 27Q: 3 clusters Score -4.818712e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40961 members 
Mstep: Class 2 contains 238957 members 
Entering Unmasked Estep 
Score: -48187368.000000 Penalty: 15364.257812
	Iteration 28Q: 3 clusters Score -4.818737e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39308 members 
Mstep: Class 2 contains 240610 members 
Entering Unmasked Estep 
Score: -48187916.000000 Penalty: 15364.257812
	Iteration 29Q: 3 clusters Score -4.818792e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37658 members 
Mstep: Class 2 contains 242260 members 
Entering Unmasked Estep 
Score: -48188760.000000 Penalty: 15364.257812
	Iteration 30Q: 3 clusters Score -4.818876e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36057 members 
Mstep: Class 2 contains 243861 members 
Entering Unmasked Estep 
Score: -48189496.000000 Penalty: 15364.257812
	Iteration 31Q: 3 clusters Score -4.81895e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34499 members 
Mstep: Class 2 contains 245419 members 
Entering Unmasked Estep 
Score: -48190212.000000 Penalty: 15364.257812
	Iteration 32Q: 3 clusters Score -4.819021e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32934 members 
Mstep: Class 2 contains 246984 members 
Entering Unmasked Estep 
Score: -48191176.000000 Penalty: 15364.257812
	Iteration 33Q: 3 clusters Score -4.819118e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31431 members 
Mstep: Class 2 contains 248487 members 
Entering Unmasked Estep 
Score: -48191924.000000 Penalty: 15364.257812
	Iteration 34Q: 3 clusters Score -4.819192e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30037 members 
Mstep: Class 2 contains 249881 members 
Entering Unmasked Estep 
Score: -48192972.000000 Penalty: 15364.257812
	Iteration 35Q: 3 clusters Score -4.819297e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28808 members 
Mstep: Class 2 contains 251110 members 
Entering Unmasked Estep 
Score: -48193836.000000 Penalty: 15364.257812
	Iteration 36Q: 3 clusters Score -4.819384e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27748 members 
Mstep: Class 2 contains 252170 members 
Entering Unmasked Estep 
Score: -48194328.000000 Penalty: 15364.257812
	Iteration 37Q: 3 clusters Score -4.819433e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 253108 members 
Entering Unmasked Estep 
Score: -48194596.000000 Penalty: 15364.257812
	Iteration 38Q: 3 clusters Score -4.81946e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25978 members 
Mstep: Class 2 contains 253940 members 
Entering Unmasked Estep 
Score: -48194828.000000 Penalty: 15364.257812
	Iteration 39Q: 3 clusters Score -4.819483e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 254658 members 
Entering Unmasked Estep 
Score: -48195104.000000 Penalty: 15364.257812
	Iteration 40F: 3 clusters Score -4.81951e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 255310 members 
Entering Unmasked Estep 
Score: -48195260.000000 Penalty: 15364.257812
	Iteration 41Q: 3 clusters Score -4.819526e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 255873 members 
Entering Unmasked Estep 
Score: -48195260.000000 Penalty: 15364.257812
	Iteration 42Q: 3 clusters Score -4.819526e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 256349 members 
Entering Unmasked Estep 
Score: -48195316.000000 Penalty: 15364.257812
	Iteration 43Q: 3 clusters Score -4.819532e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 256756 members 
Entering Unmasked Estep 
Score: -48195428.000000 Penalty: 15364.257812
	Iteration 44Q: 3 clusters Score -4.819543e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 257121 members 
Entering Unmasked Estep 
Score: -48195544.000000 Penalty: 15364.257812
	Iteration 45Q: 3 clusters Score -4.819554e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 257501 members 
Entering Unmasked Estep 
Score: -48195580.000000 Penalty: 15364.257812
	Iteration 46Q: 3 clusters Score -4.819558e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 257847 members 
Entering Unmasked Estep 
Score: -48195800.000000 Penalty: 15364.257812
	Iteration 47Q: 3 clusters Score -4.81958e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 258196 members 
Entering Unmasked Estep 
Score: -48195812.000000 Penalty: 15364.257812
	Iteration 48Q: 3 clusters Score -4.819581e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 258530 members 
Entering Unmasked Estep 
Score: -48195856.000000 Penalty: 15364.257812
	Iteration 49Q: 3 clusters Score -4.819586e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 258841 members 
Entering Unmasked Estep 
Score: -48195940.000000 Penalty: 15364.257812
	Iteration 50Q: 3 clusters Score -4.819594e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 259125 members 
Entering Unmasked Estep 
Score: -48196000.000000 Penalty: 15364.257812
	Iteration 51Q: 3 clusters Score -4.8196e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 259376 members 
Entering Unmasked Estep 
Score: -48196036.000000 Penalty: 15364.257812
	Iteration 52Q: 3 clusters Score -4.819604e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 259617 members 
Entering Unmasked Estep 
Score: -48196092.000000 Penalty: 15364.257812
	Iteration 53Q: 3 clusters Score -4.819609e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 259845 members 
Entering Unmasked Estep 
Score: -48196124.000000 Penalty: 15364.257812
	Iteration 54Q: 3 clusters Score -4.819612e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 260068 members 
Entering Unmasked Estep 
Score: -48196200.000000 Penalty: 15364.257812
	Iteration 55Q: 3 clusters Score -4.81962e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 260276 members 
Entering Unmasked Estep 
Score: -48196236.000000 Penalty: 15364.257812
	Iteration 56Q: 3 clusters Score -4.819624e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 260480 members 
Entering Unmasked Estep 
Score: -48196296.000000 Penalty: 15364.257812
	Iteration 57Q: 3 clusters Score -4.81963e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 260659 members 
Entering Unmasked Estep 
Score: -48196276.000000 Penalty: 15364.257812
	Iteration 58Q: 3 clusters Score -4.819628e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 260829 members 
Entering Unmasked Estep 
Score: -48196332.000000 Penalty: 15364.257812
	Iteration 59Q: 3 clusters Score -4.819633e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 260990 members 
Entering Unmasked Estep 
Score: -48196284.000000 Penalty: 15364.257812
	Iteration 60F: 3 clusters Score -4.819628e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 261119 members 
Entering Unmasked Estep 
Score: -48196296.000000 Penalty: 15364.257812
	Iteration 61Q: 3 clusters Score -4.81963e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 261213 members 
Entering Unmasked Estep 
Score: -48196300.000000 Penalty: 15364.257812
	Iteration 62Q: 3 clusters Score -4.81963e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 261316 members 
Entering Unmasked Estep 
Score: -48196248.000000 Penalty: 15364.257812
	Iteration 63Q: 3 clusters Score -4.819625e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 261426 members 
Entering Unmasked Estep 
Score: -48196272.000000 Penalty: 15364.257812
	Iteration 64Q: 3 clusters Score -4.819627e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 261533 members 
Entering Unmasked Estep 
Score: -48196304.000000 Penalty: 15364.257812
	Iteration 65Q: 3 clusters Score -4.81963e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 261638 members 
Entering Unmasked Estep 
Score: -48196324.000000 Penalty: 15364.257812
	Iteration 66Q: 3 clusters Score -4.819632e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 261758 members 
Entering Unmasked Estep 
Score: -48196260.000000 Penalty: 15364.257812
	Iteration 67Q: 3 clusters Score -4.819626e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 261870 members 
Entering Unmasked Estep 
Score: -48196252.000000 Penalty: 15364.257812
	Iteration 68Q: 3 clusters Score -4.819625e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 261971 members 
Entering Unmasked Estep 
Score: -48196316.000000 Penalty: 15364.257812
	Iteration 69Q: 3 clusters Score -4.819632e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 262064 members 
Entering Unmasked Estep 
Score: -48196304.000000 Penalty: 15364.257812
	Iteration 70Q: 3 clusters Score -4.81963e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 262154 members 
Entering Unmasked Estep 
Score: -48196296.000000 Penalty: 15364.257812
	Iteration 71Q: 3 clusters Score -4.81963e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 262246 members 
Entering Unmasked Estep 
Score: -48196372.000000 Penalty: 15364.257812
	Iteration 72Q: 3 clusters Score -4.819637e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 262325 members 
Entering Unmasked Estep 
Score: -48196356.000000 Penalty: 15364.257812
	Iteration 73Q: 3 clusters Score -4.819636e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 262389 members 
Entering Unmasked Estep 
Score: -48196348.000000 Penalty: 15364.257812
	Iteration 74Q: 3 clusters Score -4.819635e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 262447 members 
Entering Unmasked Estep 
Score: -48196360.000000 Penalty: 15364.257812
	Iteration 75Q: 3 clusters Score -4.819636e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 262510 members 
Entering Unmasked Estep 
Score: -48196396.000000 Penalty: 15364.257812
	Iteration 76Q: 3 clusters Score -4.81964e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 262572 members 
Entering Unmasked Estep 
Score: -48196388.000000 Penalty: 15364.257812
	Iteration 77Q: 3 clusters Score -4.819639e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 262627 members 
Entering Unmasked Estep 
Score: -48196392.000000 Penalty: 15364.257812
	Iteration 78Q: 3 clusters Score -4.819639e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 262689 members 
Entering Unmasked Estep 
Score: -48196396.000000 Penalty: 15364.257812
	Iteration 79Q: 3 clusters Score -4.81964e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 262748 members 
Entering Unmasked Estep 
Score: -48196444.000000 Penalty: 15364.257812
	Iteration 80F: 3 clusters Score -4.819644e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 262805 members 
Entering Unmasked Estep 
Score: -48196464.000000 Penalty: 15364.257812
	Iteration 81Q: 3 clusters Score -4.819646e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 262867 members 
Entering Unmasked Estep 
Score: -48196476.000000 Penalty: 15364.257812
	Iteration 82Q: 3 clusters Score -4.819648e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 262923 members 
Entering Unmasked Estep 
Score: -48196408.000000 Penalty: 15364.257812
	Iteration 83Q: 3 clusters Score -4.819641e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 262986 members 
Entering Unmasked Estep 
Score: -48196432.000000 Penalty: 15364.257812
	Iteration 84Q: 3 clusters Score -4.819643e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 263052 members 
Entering Unmasked Estep 
Score: -48196412.000000 Penalty: 15364.257812
	Iteration 85Q: 3 clusters Score -4.819641e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 263099 members 
Entering Unmasked Estep 
Score: -48196376.000000 Penalty: 15364.257812
	Iteration 86Q: 3 clusters Score -4.819638e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 263151 members 
Entering Unmasked Estep 
Score: -48196416.000000 Penalty: 15364.257812
	Iteration 87Q: 3 clusters Score -4.819642e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 263198 members 
Entering Unmasked Estep 
Score: -48196412.000000 Penalty: 15364.257812
	Iteration 88Q: 3 clusters Score -4.819641e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 263241 members 
Entering Unmasked Estep 
Score: -48196432.000000 Penalty: 15364.257812
	Iteration 89Q: 3 clusters Score -4.819643e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 263277 members 
Entering Unmasked Estep 
Score: -48196508.000000 Penalty: 15364.257812
	Iteration 90Q: 3 clusters Score -4.819651e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 263312 members 
Entering Unmasked Estep 
Score: -48196480.000000 Penalty: 15364.257812
	Iteration 91Q: 3 clusters Score -4.819648e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 263348 members 
Entering Unmasked Estep 
Score: -48196448.000000 Penalty: 15364.257812
	Iteration 92Q: 3 clusters Score -4.819645e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 263377 members 
Entering Unmasked Estep 
Score: -48196472.000000 Penalty: 15364.257812
	Iteration 93Q: 3 clusters Score -4.819647e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 263406 members 
Entering Unmasked Estep 
Score: -48196432.000000 Penalty: 15364.257812
	Iteration 94Q: 3 clusters Score -4.819643e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 263440 members 
Entering Unmasked Estep 
Score: -48196444.000000 Penalty: 15364.257812
	Iteration 95Q: 3 clusters Score -4.819644e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 263485 members 
Entering Unmasked Estep 
Score: -48196484.000000 Penalty: 15364.257812
	Iteration 96Q: 3 clusters Score -4.819648e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 263522 members 
Entering Unmasked Estep 
Score: -48196468.000000 Penalty: 15364.257812
	Iteration 97Q: 3 clusters Score -4.819647e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 263562 members 
Entering Unmasked Estep 
Score: -48196436.000000 Penalty: 15364.257812
	Iteration 98Q: 3 clusters Score -4.819644e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 263605 members 
Entering Unmasked Estep 
Score: -48196480.000000 Penalty: 15364.257812
	Iteration 99Q: 3 clusters Score -4.819648e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 263645 members 
Entering Unmasked Estep 
Score: -48196464.000000 Penalty: 15364.257812
	Iteration 100F: 3 clusters Score -4.819646e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 263686 members 
Entering Unmasked Estep 
Score: -48196468.000000 Penalty: 15364.257812
	Iteration 101Q: 3 clusters Score -4.819647e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 263727 members 
Entering Unmasked Estep 
Score: -48196444.000000 Penalty: 15364.257812
	Iteration 102Q: 3 clusters Score -4.819644e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 263775 members 
Entering Unmasked Estep 
Score: -48196448.000000 Penalty: 15364.257812
	Iteration 103Q: 3 clusters Score -4.819645e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 263820 members 
Entering Unmasked Estep 
Score: -48196396.000000 Penalty: 15364.257812
	Iteration 104Q: 3 clusters Score -4.81964e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 263854 members 
Entering Unmasked Estep 
Score: -48196428.000000 Penalty: 15364.257812
	Iteration 105Q: 3 clusters Score -4.819643e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 263891 members 
Entering Unmasked Estep 
Score: -48196416.000000 Penalty: 15364.257812
	Iteration 106Q: 3 clusters Score -4.819642e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 263927 members 
Entering Unmasked Estep 
Score: -48196424.000000 Penalty: 15364.257812
	Iteration 107Q: 3 clusters Score -4.819642e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 263962 members 
Entering Unmasked Estep 
Score: -48196452.000000 Penalty: 15364.257812
	Iteration 108Q: 3 clusters Score -4.819645e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 263987 members 
Entering Unmasked Estep 
Score: -48196416.000000 Penalty: 15364.257812
	Iteration 109Q: 3 clusters Score -4.819642e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 264014 members 
Entering Unmasked Estep 
Score: -48196452.000000 Penalty: 15364.257812
	Iteration 110Q: 3 clusters Score -4.819645e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 264044 members 
Entering Unmasked Estep 
Score: -48196452.000000 Penalty: 15364.257812
	Iteration 111Q: 3 clusters Score -4.819645e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 264074 members 
Entering Unmasked Estep 
Score: -48196472.000000 Penalty: 15364.257812
	Iteration 112Q: 3 clusters Score -4.819647e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 264101 members 
Entering Unmasked Estep 
Score: -48196508.000000 Penalty: 15364.257812
	Iteration 113Q: 3 clusters Score -4.819651e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 264125 members 
Entering Unmasked Estep 
Score: -48196480.000000 Penalty: 15364.257812
	Iteration 114Q: 3 clusters Score -4.819648e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 264147 members 
Entering Unmasked Estep 
Score: -48196476.000000 Penalty: 15364.257812
	Iteration 115Q: 3 clusters Score -4.819648e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 264174 members 
Entering Unmasked Estep 
Score: -48196428.000000 Penalty: 15364.257812
	Iteration 116Q: 3 clusters Score -4.819643e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 264199 members 
Entering Unmasked Estep 
Score: -48196464.000000 Penalty: 15364.257812
	Iteration 117Q: 3 clusters Score -4.819646e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 264220 members 
Entering Unmasked Estep 
Score: -48196476.000000 Penalty: 15364.257812
	Iteration 118Q: 3 clusters Score -4.819648e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 264239 members 
Entering Unmasked Estep 
Score: -48196472.000000 Penalty: 15364.257812
	Iteration 119Q: 3 clusters Score -4.819647e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 264259 members 
Entering Unmasked Estep 
Score: -48196476.000000 Penalty: 15364.257812
	Iteration 120F: 3 clusters Score -4.819648e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 264276 members 
Entering Unmasked Estep 
Score: -48196504.000000 Penalty: 15364.257812
	Iteration 121Q: 3 clusters Score -4.81965e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 264292 members 
Entering Unmasked Estep 
Score: -48196536.000000 Penalty: 15364.257812
	Iteration 122Q: 3 clusters Score -4.819654e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 264311 members 
Entering Unmasked Estep 
Score: -48196528.000000 Penalty: 15364.257812
	Iteration 123Q: 3 clusters Score -4.819653e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 264328 members 
Entering Unmasked Estep 
Score: -48196532.000000 Penalty: 15364.257812
	Iteration 124Q: 3 clusters Score -4.819653e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 264342 members 
Entering Unmasked Estep 
Score: -48196540.000000 Penalty: 15364.257812
	Iteration 125Q: 3 clusters Score -4.819654e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 264362 members 
Entering Unmasked Estep 
Score: -48196596.000000 Penalty: 15364.257812
	Iteration 126Q: 3 clusters Score -4.81966e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 264385 members 
Entering Unmasked Estep 
Score: -48196556.000000 Penalty: 15364.257812
	Iteration 127Q: 3 clusters Score -4.819656e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 264407 members 
Entering Unmasked Estep 
Score: -48196596.000000 Penalty: 15364.257812
	Iteration 128Q: 3 clusters Score -4.81966e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 264437 members 
Entering Unmasked Estep 
Score: -48196620.000000 Penalty: 15364.257812
	Iteration 129Q: 3 clusters Score -4.819662e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 264462 members 
Entering Unmasked Estep 
Score: -48196604.000000 Penalty: 15364.257812
	Iteration 130Q: 3 clusters Score -4.81966e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 264479 members 
Entering Unmasked Estep 
Score: -48196608.000000 Penalty: 15364.257812
	Iteration 131Q: 3 clusters Score -4.819661e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 264502 members 
Entering Unmasked Estep 
Score: -48196624.000000 Penalty: 15364.257812
	Iteration 132Q: 3 clusters Score -4.819662e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 264525 members 
Entering Unmasked Estep 
Score: -48196608.000000 Penalty: 15364.257812
	Iteration 133Q: 3 clusters Score -4.819661e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 264546 members 
Entering Unmasked Estep 
Score: -48196628.000000 Penalty: 15364.257812
	Iteration 134Q: 3 clusters Score -4.819663e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 264568 members 
Entering Unmasked Estep 
Score: -48196624.000000 Penalty: 15364.257812
	Iteration 135Q: 3 clusters Score -4.819662e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 264601 members 
Entering Unmasked Estep 
Score: -48196644.000000 Penalty: 15364.257812
	Iteration 136Q: 3 clusters Score -4.819664e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 264628 members 
Entering Unmasked Estep 
Score: -48196680.000000 Penalty: 15364.257812
	Iteration 137Q: 3 clusters Score -4.819668e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 264655 members 
Entering Unmasked Estep 
Score: -48196700.000000 Penalty: 15364.257812
	Iteration 138Q: 3 clusters Score -4.81967e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 264685 members 
Entering Unmasked Estep 
Score: -48196732.000000 Penalty: 15364.257812
	Iteration 139Q: 3 clusters Score -4.819673e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 264700 members 
Entering Unmasked Estep 
Score: -48196732.000000 Penalty: 15364.257812
	Iteration 140F: 3 clusters Score -4.819673e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 264713 members 
Entering Unmasked Estep 
Score: -48196684.000000 Penalty: 15364.257812
	Iteration 141Q: 3 clusters Score -4.819668e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 264726 members 
Entering Unmasked Estep 
Score: -48196696.000000 Penalty: 15364.257812
	Iteration 142Q: 3 clusters Score -4.81967e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 264742 members 
Entering Unmasked Estep 
Score: -48196704.000000 Penalty: 15364.257812
	Iteration 143Q: 3 clusters Score -4.81967e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 264754 members 
Entering Unmasked Estep 
Score: -48196712.000000 Penalty: 15364.257812
	Iteration 144Q: 3 clusters Score -4.819671e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 264765 members 
Entering Unmasked Estep 
Score: -48196692.000000 Penalty: 15364.257812
	Iteration 145Q: 3 clusters Score -4.819669e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 264773 members 
Entering Unmasked Estep 
Score: -48196676.000000 Penalty: 15364.257812
	Iteration 146Q: 3 clusters Score -4.819668e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 264778 members 
Entering Unmasked Estep 
Score: -48196684.000000 Penalty: 15364.257812
	Iteration 147Q: 3 clusters Score -4.819668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 264781 members 
Entering Unmasked Estep 
Score: -48196712.000000 Penalty: 15364.257812
	Iteration 148Q: 3 clusters Score -4.819671e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 264783 members 
Entering Unmasked Estep 
Score: -48196736.000000 Penalty: 15364.257812
	Iteration 149Q: 3 clusters Score -4.819674e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 264787 members 
Entering Unmasked Estep 
Score: -48196712.000000 Penalty: 15364.257812
	Iteration 150Q: 3 clusters Score -4.819671e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 264789 members 
Entering Unmasked Estep 
Score: -48196716.000000 Penalty: 15364.257812
	Iteration 151Q: 3 clusters Score -4.819672e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 264789 members 
Entering Unmasked Estep 
Score: -48196716.000000 Penalty: 15364.257812
	Iteration 152F: 3 clusters Score -4.819672e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (48674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48674 members 
Entering Unmasked Estep 
Score: -8510176.000000 Penalty: 6610.651367
	Iteration 0F: 2 clusters Score -8510176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
Score: -8475343.000000 Penalty: 13221.302734
	Iteration 0F: 3 clusters Score -8475343 nChanged 21404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -8486824.000000 Penalty: 13221.302734
	Iteration 1F: 3 clusters Score -8486824 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25607 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -8487696.000000 Penalty: 13221.302734
	Iteration 2Q: 3 clusters Score -8487696 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -8488380.000000 Penalty: 13221.302734
	Iteration 3Q: 3 clusters Score -8488380 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27148 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -8488978.000000 Penalty: 13221.302734
	Iteration 4Q: 3 clusters Score -8488978 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28267 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -8489548.000000 Penalty: 13221.302734
	Iteration 5Q: 3 clusters Score -8489548 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29604 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -8490227.000000 Penalty: 13221.302734
	Iteration 6Q: 3 clusters Score -8490227 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31282 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -8491006.000000 Penalty: 13221.302734
	Iteration 7Q: 3 clusters Score -8491006 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33389 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -8492238.000000 Penalty: 13221.302734
	Iteration 8Q: 3 clusters Score -8492238 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35957 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -8494016.000000 Penalty: 13221.302734
	Iteration 9F: 3 clusters Score -8494016 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38869 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -8496257.000000 Penalty: 13221.302734
	Iteration 10F: 3 clusters Score -8496257 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41705 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -8498687.000000 Penalty: 13221.302734
	Iteration 11F: 3 clusters Score -8498687 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44044 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -8500791.000000 Penalty: 13221.302734
	Iteration 12Q: 3 clusters Score -8500791 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45695 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -8502334.000000 Penalty: 13221.302734
	Iteration 13Q: 3 clusters Score -8502334 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46619 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -8503256.000000 Penalty: 13221.302734
	Iteration 14Q: 3 clusters Score -8503256 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47112 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -8503740.000000 Penalty: 13221.302734
	Iteration 15Q: 3 clusters Score -8503740 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47342 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -8504019.000000 Penalty: 13221.302734
	Iteration 16Q: 3 clusters Score -8504019 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47481 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -8504175.000000 Penalty: 13221.302734
	Iteration 17Q: 3 clusters Score -8504175 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47557 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -8504274.000000 Penalty: 13221.302734
	Iteration 18Q: 3 clusters Score -8504274 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47617 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -8504377.000000 Penalty: 13221.302734
	Iteration 19Q: 3 clusters Score -8504377 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47656 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -8504428.000000 Penalty: 13221.302734
	Iteration 20F: 3 clusters Score -8504428 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47681 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -8504472.000000 Penalty: 13221.302734
	Iteration 21Q: 3 clusters Score -8504472 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47697 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -8504513.000000 Penalty: 13221.302734
	Iteration 22Q: 3 clusters Score -8504513 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47714 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -8504523.000000 Penalty: 13221.302734
	Iteration 23Q: 3 clusters Score -8504523 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47724 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -8504539.000000 Penalty: 13221.302734
	Iteration 24Q: 3 clusters Score -8504539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47723 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -8504543.000000 Penalty: 13221.302734
	Iteration 25Q: 3 clusters Score -8504543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47726 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -8504547.000000 Penalty: 13221.302734
	Iteration 26Q: 3 clusters Score -8504547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47731 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -8504556.000000 Penalty: 13221.302734
	Iteration 27Q: 3 clusters Score -8504556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47734 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -8504561.000000 Penalty: 13221.302734
	Iteration 28Q: 3 clusters Score -8504561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47736 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -8504570.000000 Penalty: 13221.302734
	Iteration 29Q: 3 clusters Score -8504570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47734 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -8504571.000000 Penalty: 13221.302734
	Iteration 30Q: 3 clusters Score -8504571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47736 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -8504575.000000 Penalty: 13221.302734
	Iteration 31Q: 3 clusters Score -8504575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47734 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -8504577.000000 Penalty: 13221.302734
	Iteration 32Q: 3 clusters Score -8504577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47733 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -8504579.000000 Penalty: 13221.302734
	Iteration 33Q: 3 clusters Score -8504579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47734 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -8504584.000000 Penalty: 13221.302734
	Iteration 34Q: 3 clusters Score -8504584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47736 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -8504581.000000 Penalty: 13221.302734
	Iteration 35Q: 3 clusters Score -8504581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47738 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -8504591.000000 Penalty: 13221.302734
	Iteration 36Q: 3 clusters Score -8504591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47742 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -8504599.000000 Penalty: 13221.302734
	Iteration 37Q: 3 clusters Score -8504599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47744 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -8504594.000000 Penalty: 13221.302734
	Iteration 38Q: 3 clusters Score -8504594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47748 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -8504604.000000 Penalty: 13221.302734
	Iteration 39Q: 3 clusters Score -8504604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47752 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -8504611.000000 Penalty: 13221.302734
	Iteration 40F: 3 clusters Score -8504611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47756 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -8504618.000000 Penalty: 13221.302734
	Iteration 41Q: 3 clusters Score -8504618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47757 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -8504627.000000 Penalty: 13221.302734
	Iteration 42Q: 3 clusters Score -8504627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47761 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -8504634.000000 Penalty: 13221.302734
	Iteration 43Q: 3 clusters Score -8504634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47762 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -8504634.000000 Penalty: 13221.302734
	Iteration 44Q: 3 clusters Score -8504634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47764 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -8504637.000000 Penalty: 13221.302734
	Iteration 45Q: 3 clusters Score -8504637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47762 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -8504633.000000 Penalty: 13221.302734
	Iteration 46Q: 3 clusters Score -8504633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47764 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -8504648.000000 Penalty: 13221.302734
	Iteration 47Q: 3 clusters Score -8504648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47766 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -8504655.000000 Penalty: 13221.302734
	Iteration 48Q: 3 clusters Score -8504655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47766 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -8504658.000000 Penalty: 13221.302734
	Iteration 49Q: 3 clusters Score -8504658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47767 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -8504662.000000 Penalty: 13221.302734
	Iteration 50Q: 3 clusters Score -8504662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47769 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -8504651.000000 Penalty: 13221.302734
	Iteration 51Q: 3 clusters Score -8504651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47769 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -8504648.000000 Penalty: 13221.302734
	Iteration 52Q: 3 clusters Score -8504648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47771 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -8504652.000000 Penalty: 13221.302734
	Iteration 53Q: 3 clusters Score -8504652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47771 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -8504659.000000 Penalty: 13221.302734
	Iteration 54Q: 3 clusters Score -8504659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47770 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -8504656.000000 Penalty: 13221.302734
	Iteration 55Q: 3 clusters Score -8504656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47771 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -8504656.000000 Penalty: 13221.302734
	Iteration 56Q: 3 clusters Score -8504656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47771 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -8504656.000000 Penalty: 13221.302734
	Iteration 57F: 3 clusters Score -8504656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Entering Unmasked Estep 
Score: -3531450.750000 Penalty: 6075.518066
	Iteration 0F: 2 clusters Score -3531451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -3514713.250000 Penalty: 12151.036133
	Iteration 0F: 3 clusters Score -3514713 nChanged 8226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -3519124.500000 Penalty: 12151.036133
	Iteration 1F: 3 clusters Score -3519124 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -3519785.250000 Penalty: 12151.036133
	Iteration 2F: 3 clusters Score -3519785 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -3520297.500000 Penalty: 12151.036133
	Iteration 3Q: 3 clusters Score -3520298 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -3520707.750000 Penalty: 12151.036133
	Iteration 4Q: 3 clusters Score -3520708 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -3521136.250000 Penalty: 12151.036133
	Iteration 5Q: 3 clusters Score -3521136 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -3521511.500000 Penalty: 12151.036133
	Iteration 6Q: 3 clusters Score -3521512 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -3521856.250000 Penalty: 12151.036133
	Iteration 7Q: 3 clusters Score -3521856 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -3522306.250000 Penalty: 12151.036133
	Iteration 8Q: 3 clusters Score -3522306 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -3522764.250000 Penalty: 12151.036133
	Iteration 9Q: 3 clusters Score -3522764 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -3523282.750000 Penalty: 12151.036133
	Iteration 10Q: 3 clusters Score -3523283 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -3523851.750000 Penalty: 12151.036133
	Iteration 11Q: 3 clusters Score -3523852 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -3524404.000000 Penalty: 12151.036133
	Iteration 12Q: 3 clusters Score -3524404 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -3524858.250000 Penalty: 12151.036133
	Iteration 13Q: 3 clusters Score -3524858 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -3525308.500000 Penalty: 12151.036133
	Iteration 14Q: 3 clusters Score -3525308 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -3525694.750000 Penalty: 12151.036133
	Iteration 15Q: 3 clusters Score -3525695 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -3525990.500000 Penalty: 12151.036133
	Iteration 16Q: 3 clusters Score -3525990 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -3526191.500000 Penalty: 12151.036133
	Iteration 17Q: 3 clusters Score -3526192 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -3526348.250000 Penalty: 12151.036133
	Iteration 18Q: 3 clusters Score -3526348 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -3526451.000000 Penalty: 12151.036133
	Iteration 19Q: 3 clusters Score -3526451 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -3526559.000000 Penalty: 12151.036133
	Iteration 20F: 3 clusters Score -3526559 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -3526649.750000 Penalty: 12151.036133
	Iteration 21Q: 3 clusters Score -3526650 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -3526717.000000 Penalty: 12151.036133
	Iteration 22Q: 3 clusters Score -3526717 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -3526780.000000 Penalty: 12151.036133
	Iteration 23Q: 3 clusters Score -3526780 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -3526804.750000 Penalty: 12151.036133
	Iteration 24Q: 3 clusters Score -3526805 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -3526835.500000 Penalty: 12151.036133
	Iteration 25Q: 3 clusters Score -3526836 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -3526871.000000 Penalty: 12151.036133
	Iteration 26Q: 3 clusters Score -3526871 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -3526881.250000 Penalty: 12151.036133
	Iteration 27Q: 3 clusters Score -3526881 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -3526913.000000 Penalty: 12151.036133
	Iteration 28Q: 3 clusters Score -3526913 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -3526923.500000 Penalty: 12151.036133
	Iteration 29Q: 3 clusters Score -3526924 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -3526932.250000 Penalty: 12151.036133
	Iteration 30Q: 3 clusters Score -3526932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -3526930.250000 Penalty: 12151.036133
	Iteration 31Q: 3 clusters Score -3526930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -3526931.500000 Penalty: 12151.036133
	Iteration 32Q: 3 clusters Score -3526932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -3526946.750000 Penalty: 12151.036133
	Iteration 33Q: 3 clusters Score -3526947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -3526937.000000 Penalty: 12151.036133
	Iteration 34Q: 3 clusters Score -3526937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -3526942.750000 Penalty: 12151.036133
	Iteration 35Q: 3 clusters Score -3526943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -3526945.500000 Penalty: 12151.036133
	Iteration 36Q: 3 clusters Score -3526946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -3526949.250000 Penalty: 12151.036133
	Iteration 37Q: 3 clusters Score -3526949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -3526952.750000 Penalty: 12151.036133
	Iteration 38Q: 3 clusters Score -3526953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -3526956.750000 Penalty: 12151.036133
	Iteration 39Q: 3 clusters Score -3526957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -3526957.500000 Penalty: 12151.036133
	Iteration 40F: 3 clusters Score -3526958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -3526970.250000 Penalty: 12151.036133
	Iteration 41Q: 3 clusters Score -3526970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -3526974.000000 Penalty: 12151.036133
	Iteration 42Q: 3 clusters Score -3526974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -3526980.750000 Penalty: 12151.036133
	Iteration 43Q: 3 clusters Score -3526981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -3526983.750000 Penalty: 12151.036133
	Iteration 44Q: 3 clusters Score -3526984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -3526980.750000 Penalty: 12151.036133
	Iteration 45Q: 3 clusters Score -3526981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -3526981.750000 Penalty: 12151.036133
	Iteration 46Q: 3 clusters Score -3526982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -3526981.500000 Penalty: 12151.036133
	Iteration 47Q: 3 clusters Score -3526982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -3526975.250000 Penalty: 12151.036133
	Iteration 48Q: 3 clusters Score -3526975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -3526976.500000 Penalty: 12151.036133
	Iteration 49Q: 3 clusters Score -3526976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -3526976.500000 Penalty: 12151.036133
	Iteration 50F: 3 clusters Score -3526976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Entering Unmasked Estep 
Score: -1065557.375000 Penalty: 5388.498535
	Iteration 0F: 2 clusters Score -1065557 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 3272 members 
Entering Unmasked Estep 
Score: -1057430.000000 Penalty: 10776.997070
	Iteration 0F: 3 clusters Score -1057430 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1058938.750000 Penalty: 10776.997070
	Iteration 1F: 3 clusters Score -1058939 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1059444.125000 Penalty: 10776.997070
	Iteration 2F: 3 clusters Score -1059444 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1059850.250000 Penalty: 10776.997070
	Iteration 3F: 3 clusters Score -1059850 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1060202.000000 Penalty: 10776.997070
	Iteration 4Q: 3 clusters Score -1060202 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1060511.375000 Penalty: 10776.997070
	Iteration 5Q: 3 clusters Score -1060511 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1060804.625000 Penalty: 10776.997070
	Iteration 6Q: 3 clusters Score -1060805 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1061043.625000 Penalty: 10776.997070
	Iteration 7Q: 3 clusters Score -1061044 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1061192.000000 Penalty: 10776.997070
	Iteration 8Q: 3 clusters Score -1061192 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1061300.250000 Penalty: 10776.997070
	Iteration 9Q: 3 clusters Score -1061300 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1061411.500000 Penalty: 10776.997070
	Iteration 10Q: 3 clusters Score -1061412 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1061517.375000 Penalty: 10776.997070
	Iteration 11Q: 3 clusters Score -1061517 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1061634.375000 Penalty: 10776.997070
	Iteration 12Q: 3 clusters Score -1061634 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1061748.000000 Penalty: 10776.997070
	Iteration 13Q: 3 clusters Score -1061748 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1061852.375000 Penalty: 10776.997070
	Iteration 14Q: 3 clusters Score -1061852 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1061941.750000 Penalty: 10776.997070
	Iteration 15Q: 3 clusters Score -1061942 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1062016.625000 Penalty: 10776.997070
	Iteration 16Q: 3 clusters Score -1062017 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1062081.750000 Penalty: 10776.997070
	Iteration 17Q: 3 clusters Score -1062082 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1062130.750000 Penalty: 10776.997070
	Iteration 18Q: 3 clusters Score -1062131 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1062183.125000 Penalty: 10776.997070
	Iteration 19Q: 3 clusters Score -1062183 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1062240.500000 Penalty: 10776.997070
	Iteration 20F: 3 clusters Score -1062240 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1062294.250000 Penalty: 10776.997070
	Iteration 21Q: 3 clusters Score -1062294 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1062341.625000 Penalty: 10776.997070
	Iteration 22Q: 3 clusters Score -1062342 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1062387.375000 Penalty: 10776.997070
	Iteration 23Q: 3 clusters Score -1062387 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1062417.125000 Penalty: 10776.997070
	Iteration 24Q: 3 clusters Score -1062417 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1062442.875000 Penalty: 10776.997070
	Iteration 25Q: 3 clusters Score -1062443 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1062470.000000 Penalty: 10776.997070
	Iteration 26Q: 3 clusters Score -1062470 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1062494.000000 Penalty: 10776.997070
	Iteration 27Q: 3 clusters Score -1062494 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1062522.000000 Penalty: 10776.997070
	Iteration 28Q: 3 clusters Score -1062522 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1062548.250000 Penalty: 10776.997070
	Iteration 29Q: 3 clusters Score -1062548 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1062569.000000 Penalty: 10776.997070
	Iteration 30Q: 3 clusters Score -1062569 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1062583.000000 Penalty: 10776.997070
	Iteration 31Q: 3 clusters Score -1062583 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1062596.375000 Penalty: 10776.997070
	Iteration 32Q: 3 clusters Score -1062596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1062610.000000 Penalty: 10776.997070
	Iteration 33Q: 3 clusters Score -1062610 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1062619.500000 Penalty: 10776.997070
	Iteration 34Q: 3 clusters Score -1062620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1062631.250000 Penalty: 10776.997070
	Iteration 35Q: 3 clusters Score -1062631 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1062642.125000 Penalty: 10776.997070
	Iteration 36Q: 3 clusters Score -1062642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1062647.000000 Penalty: 10776.997070
	Iteration 37Q: 3 clusters Score -1062647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1062652.000000 Penalty: 10776.997070
	Iteration 38Q: 3 clusters Score -1062652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1062653.250000 Penalty: 10776.997070
	Iteration 39Q: 3 clusters Score -1062653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1062656.625000 Penalty: 10776.997070
	Iteration 40F: 3 clusters Score -1062657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1062657.625000 Penalty: 10776.997070
	Iteration 41Q: 3 clusters Score -1062658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1062657.625000 Penalty: 10776.997070
	Iteration 42F: 3 clusters Score -1062658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Entering Unmasked Estep 
Score: -225863.859375 Penalty: 4447.500488
	Iteration 0F: 2 clusters Score -225863.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -221553.671875 Penalty: 8895.000977
	Iteration 0F: 3 clusters Score -221553.7 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -223184.500000 Penalty: 8895.000977
	Iteration 1F: 3 clusters Score -223184.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -223958.500000 Penalty: 8895.000977
	Iteration 2F: 3 clusters Score -223958.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -224438.640625 Penalty: 8895.000977
	Iteration 3F: 3 clusters Score -224438.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -224823.921875 Penalty: 8895.000977
	Iteration 4F: 3 clusters Score -224823.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -225022.171875 Penalty: 8895.000977
	Iteration 5Q: 3 clusters Score -225022.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -225114.453125 Penalty: 8895.000977
	Iteration 6Q: 3 clusters Score -225114.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -225147.046875 Penalty: 8895.000977
	Iteration 7Q: 3 clusters Score -225147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -225148.968750 Penalty: 8895.000977
	Iteration 8Q: 3 clusters Score -225149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -225148.968750 Penalty: 8895.000977
	Iteration 9F: 3 clusters Score -225149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Entering Unmasked Estep 
Score: -870000.187500 Penalty: 5235.480469
	Iteration 0F: 2 clusters Score -870000.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -862745.500000 Penalty: 10470.960938
	Iteration 0F: 3 clusters Score -862745.5 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -863956.000000 Penalty: 10470.960938
	Iteration 1F: 3 clusters Score -863956 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -864304.437500 Penalty: 10470.960938
	Iteration 2F: 3 clusters Score -864304.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -864478.937500 Penalty: 10470.960938
	Iteration 3Q: 3 clusters Score -864478.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -864596.687500 Penalty: 10470.960938
	Iteration 4Q: 3 clusters Score -864596.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -864704.062500 Penalty: 10470.960938
	Iteration 5Q: 3 clusters Score -864704.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -864810.875000 Penalty: 10470.960938
	Iteration 6Q: 3 clusters Score -864810.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -864911.562500 Penalty: 10470.960938
	Iteration 7Q: 3 clusters Score -864911.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -864991.187500 Penalty: 10470.960938
	Iteration 8Q: 3 clusters Score -864991.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -865076.375000 Penalty: 10470.960938
	Iteration 9Q: 3 clusters Score -865076.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -865163.500000 Penalty: 10470.960938
	Iteration 10Q: 3 clusters Score -865163.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -865287.500000 Penalty: 10470.960938
	Iteration 11Q: 3 clusters Score -865287.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -865413.687500 Penalty: 10470.960938
	Iteration 12Q: 3 clusters Score -865413.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -865548.750000 Penalty: 10470.960938
	Iteration 13Q: 3 clusters Score -865548.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -865714.687500 Penalty: 10470.960938
	Iteration 14Q: 3 clusters Score -865714.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -865962.000000 Penalty: 10470.960938
	Iteration 15Q: 3 clusters Score -865962 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -866256.187500 Penalty: 10470.960938
	Iteration 16Q: 3 clusters Score -866256.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -866612.500000 Penalty: 10470.960938
	Iteration 17Q: 3 clusters Score -866612.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -866971.500000 Penalty: 10470.960938
	Iteration 18Q: 3 clusters Score -866971.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -867264.875000 Penalty: 10470.960938
	Iteration 19Q: 3 clusters Score -867264.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -867465.312500 Penalty: 10470.960938
	Iteration 20F: 3 clusters Score -867465.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -867625.875000 Penalty: 10470.960938
	Iteration 21Q: 3 clusters Score -867625.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -867760.437500 Penalty: 10470.960938
	Iteration 22Q: 3 clusters Score -867760.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -867884.937500 Penalty: 10470.960938
	Iteration 23Q: 3 clusters Score -867884.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -868001.312500 Penalty: 10470.960938
	Iteration 24Q: 3 clusters Score -868001.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -868136.687500 Penalty: 10470.960938
	Iteration 25Q: 3 clusters Score -868136.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -868304.812500 Penalty: 10470.960938
	Iteration 26Q: 3 clusters Score -868304.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -868503.812500 Penalty: 10470.960938
	Iteration 27Q: 3 clusters Score -868503.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -868626.375000 Penalty: 10470.960938
	Iteration 28Q: 3 clusters Score -868626.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -868699.500000 Penalty: 10470.960938
	Iteration 29Q: 3 clusters Score -868699.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -868726.125000 Penalty: 10470.960938
	Iteration 30Q: 3 clusters Score -868726.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -868740.062500 Penalty: 10470.960938
	Iteration 31Q: 3 clusters Score -868740.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -868748.125000 Penalty: 10470.960938
	Iteration 32Q: 3 clusters Score -868748.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -868751.375000 Penalty: 10470.960938
	Iteration 33Q: 3 clusters Score -868751.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -868753.375000 Penalty: 10470.960938
	Iteration 34Q: 3 clusters Score -868753.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -868753.375000 Penalty: 10470.960938
	Iteration 35F: 3 clusters Score -868753.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (49232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49232 members 
Entering Unmasked Estep 
Score: -8496026.000000 Penalty: 6617.633301
	Iteration 0F: 2 clusters Score -8496026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24739 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -8460938.000000 Penalty: 13235.266602
	Iteration 0F: 3 clusters Score -8460938 nChanged 21560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -8472184.000000 Penalty: 13235.266602
	Iteration 1F: 3 clusters Score -8472184 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -8472998.000000 Penalty: 13235.266602
	Iteration 2Q: 3 clusters Score -8472998 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -8473597.000000 Penalty: 13235.266602
	Iteration 3Q: 3 clusters Score -8473597 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -8474096.000000 Penalty: 13235.266602
	Iteration 4Q: 3 clusters Score -8474096 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -8474569.000000 Penalty: 13235.266602
	Iteration 5Q: 3 clusters Score -8474569 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28767 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -8475125.000000 Penalty: 13235.266602
	Iteration 6Q: 3 clusters Score -8475125 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30179 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -8475887.000000 Penalty: 13235.266602
	Iteration 7Q: 3 clusters Score -8475887 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32017 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -8476913.000000 Penalty: 13235.266602
	Iteration 8Q: 3 clusters Score -8476913 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34315 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -8478381.000000 Penalty: 13235.266602
	Iteration 9F: 3 clusters Score -8478381 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37029 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -8480342.000000 Penalty: 13235.266602
	Iteration 10F: 3 clusters Score -8480342 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39983 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -8482818.000000 Penalty: 13235.266602
	Iteration 11F: 3 clusters Score -8482818 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42725 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -8485204.000000 Penalty: 13235.266602
	Iteration 12F: 3 clusters Score -8485204 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44826 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -8486999.000000 Penalty: 13235.266602
	Iteration 13Q: 3 clusters Score -8486999 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46266 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -8488268.000000 Penalty: 13235.266602
	Iteration 14Q: 3 clusters Score -8488268 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47133 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -8489135.000000 Penalty: 13235.266602
	Iteration 15Q: 3 clusters Score -8489135 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47598 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -8489635.000000 Penalty: 13235.266602
	Iteration 16Q: 3 clusters Score -8489635 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47878 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -8489933.000000 Penalty: 13235.266602
	Iteration 17Q: 3 clusters Score -8489933 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48048 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -8490128.000000 Penalty: 13235.266602
	Iteration 18Q: 3 clusters Score -8490128 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48141 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -8490232.000000 Penalty: 13235.266602
	Iteration 19Q: 3 clusters Score -8490232 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48204 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -8490312.000000 Penalty: 13235.266602
	Iteration 20F: 3 clusters Score -8490312 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48246 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -8490368.000000 Penalty: 13235.266602
	Iteration 21Q: 3 clusters Score -8490368 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48272 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -8490383.000000 Penalty: 13235.266602
	Iteration 22Q: 3 clusters Score -8490383 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48293 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -8490420.000000 Penalty: 13235.266602
	Iteration 23Q: 3 clusters Score -8490420 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48309 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -8490443.000000 Penalty: 13235.266602
	Iteration 24Q: 3 clusters Score -8490443 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48319 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -8490457.000000 Penalty: 13235.266602
	Iteration 25Q: 3 clusters Score -8490457 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48321 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -8490469.000000 Penalty: 13235.266602
	Iteration 26Q: 3 clusters Score -8490469 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48327 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -8490473.000000 Penalty: 13235.266602
	Iteration 27Q: 3 clusters Score -8490473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48333 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -8490480.000000 Penalty: 13235.266602
	Iteration 28Q: 3 clusters Score -8490480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48340 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -8490488.000000 Penalty: 13235.266602
	Iteration 29Q: 3 clusters Score -8490488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48341 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -8490492.000000 Penalty: 13235.266602
	Iteration 30Q: 3 clusters Score -8490492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48341 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -8490492.000000 Penalty: 13235.266602
	Iteration 31F: 3 clusters Score -8490492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Entering Unmasked Estep 
Score: -146071.890625 Penalty: 4169.183105
	Iteration 0F: 2 clusters Score -146071.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -142077.656250 Penalty: 8338.366211
	Iteration 0F: 3 clusters Score -142077.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -142429.515625 Penalty: 8338.366211
	Iteration 1F: 3 clusters Score -142429.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -142544.046875 Penalty: 8338.366211
	Iteration 2Q: 3 clusters Score -142544 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -142614.468750 Penalty: 8338.366211
	Iteration 3Q: 3 clusters Score -142614.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -142648.796875 Penalty: 8338.366211
	Iteration 4Q: 3 clusters Score -142648.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -142668.046875 Penalty: 8338.366211
	Iteration 5Q: 3 clusters Score -142668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -142674.312500 Penalty: 8338.366211
	Iteration 6Q: 3 clusters Score -142674.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -142682.562500 Penalty: 8338.366211
	Iteration 7Q: 3 clusters Score -142682.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -142698.562500 Penalty: 8338.366211
	Iteration 8Q: 3 clusters Score -142698.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -142717.140625 Penalty: 8338.366211
	Iteration 9Q: 3 clusters Score -142717.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -142766.796875 Penalty: 8338.366211
	Iteration 10Q: 3 clusters Score -142766.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -142905.640625 Penalty: 8338.366211
	Iteration 11Q: 3 clusters Score -142905.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -143069.234375 Penalty: 8338.366211
	Iteration 12Q: 3 clusters Score -143069.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -143105.046875 Penalty: 8338.366211
	Iteration 13Q: 3 clusters Score -143105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -143126.328125 Penalty: 8338.366211
	Iteration 14Q: 3 clusters Score -143126.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -143158.328125 Penalty: 8338.366211
	Iteration 15Q: 3 clusters Score -143158.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -143175.718750 Penalty: 8338.366211
	Iteration 16Q: 3 clusters Score -143175.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -143187.421875 Penalty: 8338.366211
	Iteration 17Q: 3 clusters Score -143187.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -143193.421875 Penalty: 8338.366211
	Iteration 18Q: 3 clusters Score -143193.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -143193.421875 Penalty: 8338.366211
	Iteration 19F: 3 clusters Score -143193.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29381 members 
Mstep: Class 2 contains 25078 members 
Mstep: Class 3 contains 136241 members 
Mstep: Class 4 contains 25784 members 
Mstep: Class 5 contains 1906 members 
Mstep: Class 6 contains 15635 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9503 members 
Mstep: Class 9 contains 93060 members 
Mstep: Class 12 contains 51892 members 
Mstep: Class 13 contains 569585 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 279918 members 
Mstep: Class 18 contains 48674 members 
Mstep: Class 19 contains 20317 members 
Mstep: Class 20 contains 6618 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5155 members 
Mstep: Class 23 contains 49232 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327232.000000 Penalty: 181791.359375
Iteration 119Q: 22 clusters Score -2.333272e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29382 members 
Mstep: Class 2 contains 25079 members 
Mstep: Class 3 contains 136150 members 
Mstep: Class 4 contains 25794 members 
Mstep: Class 5 contains 1906 members 
Mstep: Class 6 contains 15632 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9522 members 
Mstep: Class 9 contains 93075 members 
Mstep: Class 12 contains 51890 members 
Mstep: Class 13 contains 569553 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 280048 members 
Mstep: Class 18 contains 48630 members 
Mstep: Class 19 contains 20317 members 
Mstep: Class 20 contains 6618 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5155 members 
Mstep: Class 23 contains 49228 members 
Mstep: Class 24 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327440.000000 Penalty: 181791.359375
Iteration 120F: 22 clusters Score -2.333274e+08 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29389 members 
Mstep: Class 2 contains 25077 members 
Mstep: Class 3 contains 136061 members 
Mstep: Class 4 contains 25808 members 
Mstep: Class 5 contains 1906 members 
Mstep: Class 6 contains 15625 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9535 members 
Mstep: Class 9 contains 93084 members 
Mstep: Class 12 contains 51891 members 
Mstep: Class 13 contains 569548 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 280144 members 
Mstep: Class 18 contains 48603 members 
Mstep: Class 19 contains 20317 members 
Mstep: Class 20 contains 6616 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5155 members 
Mstep: Class 23 contains 49221 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327264.000000 Penalty: 181791.359375
Iteration 121Q: 22 clusters Score -2.333273e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29388 members 
Mstep: Class 2 contains 25077 members 
Mstep: Class 3 contains 135997 members 
Mstep: Class 4 contains 25824 members 
Mstep: Class 5 contains 1906 members 
Mstep: Class 6 contains 15621 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9542 members 
Mstep: Class 9 contains 93101 members 
Mstep: Class 12 contains 51888 members 
Mstep: Class 13 contains 569520 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 280237 members 
Mstep: Class 18 contains 48580 members 
Mstep: Class 19 contains 20315 members 
Mstep: Class 20 contains 6617 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5155 members 
Mstep: Class 23 contains 49212 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327104.000000 Penalty: 181791.359375
Iteration 122Q: 22 clusters Score -2.333271e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29393 members 
Mstep: Class 2 contains 25081 members 
Mstep: Class 3 contains 135951 members 
Mstep: Class 4 contains 25830 members 
Mstep: Class 5 contains 1906 members 
Mstep: Class 6 contains 15613 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9549 members 
Mstep: Class 9 contains 93117 members 
Mstep: Class 12 contains 51884 members 
Mstep: Class 13 contains 569488 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 280328 members 
Mstep: Class 18 contains 48548 members 
Mstep: Class 19 contains 20315 members 
Mstep: Class 20 contains 6616 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5155 members 
Mstep: Class 23 contains 49206 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327072.000000 Penalty: 181791.359375
Iteration 123Q: 22 clusters Score -2.333271e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29401 members 
Mstep: Class 2 contains 25081 members 
Mstep: Class 3 contains 135890 members 
Mstep: Class 4 contains 25842 members 
Mstep: Class 5 contains 1904 members 
Mstep: Class 6 contains 15605 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9557 members 
Mstep: Class 9 contains 93126 members 
Mstep: Class 12 contains 51882 members 
Mstep: Class 13 contains 569450 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 280431 members 
Mstep: Class 18 contains 48524 members 
Mstep: Class 19 contains 20315 members 
Mstep: Class 20 contains 6617 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5156 members 
Mstep: Class 23 contains 49199 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327088.000000 Penalty: 181791.359375
Iteration 124Q: 22 clusters Score -2.333271e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 25081 members 
Mstep: Class 3 contains 135852 members 
Mstep: Class 4 contains 25854 members 
Mstep: Class 5 contains 1903 members 
Mstep: Class 6 contains 15595 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9567 members 
Mstep: Class 9 contains 93141 members 
Mstep: Class 12 contains 51881 members 
Mstep: Class 13 contains 569406 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 280496 members 
Mstep: Class 18 contains 48511 members 
Mstep: Class 19 contains 20312 members 
Mstep: Class 20 contains 6618 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5156 members 
Mstep: Class 23 contains 49196 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327024.000000 Penalty: 181791.359375
Iteration 125Q: 22 clusters Score -2.33327e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29425 members 
Mstep: Class 2 contains 25083 members 
Mstep: Class 3 contains 135802 members 
Mstep: Class 4 contains 25871 members 
Mstep: Class 5 contains 1903 members 
Mstep: Class 6 contains 15584 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9579 members 
Mstep: Class 9 contains 93153 members 
Mstep: Class 12 contains 51874 members 
Mstep: Class 13 contains 569388 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 280552 members 
Mstep: Class 18 contains 48489 members 
Mstep: Class 19 contains 20312 members 
Mstep: Class 20 contains 6616 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5156 members 
Mstep: Class 23 contains 49193 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327056.000000 Penalty: 181791.359375
Iteration 126Q: 22 clusters Score -2.333271e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29439 members 
Mstep: Class 2 contains 25083 members 
Mstep: Class 3 contains 135750 members 
Mstep: Class 4 contains 25881 members 
Mstep: Class 5 contains 1902 members 
Mstep: Class 6 contains 15570 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9593 members 
Mstep: Class 9 contains 93168 members 
Mstep: Class 12 contains 51872 members 
Mstep: Class 13 contains 569370 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 280611 members 
Mstep: Class 18 contains 48467 members 
Mstep: Class 19 contains 20312 members 
Mstep: Class 20 contains 6616 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5156 members 
Mstep: Class 23 contains 49190 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327136.000000 Penalty: 181791.359375
Iteration 127Q: 22 clusters Score -2.333271e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29443 members 
Mstep: Class 2 contains 25082 members 
Mstep: Class 3 contains 135698 members 
Mstep: Class 4 contains 25889 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 15567 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9603 members 
Mstep: Class 9 contains 93182 members 
Mstep: Class 12 contains 51873 members 
Mstep: Class 13 contains 569363 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 280656 members 
Mstep: Class 18 contains 48456 members 
Mstep: Class 19 contains 20312 members 
Mstep: Class 20 contains 6616 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5156 members 
Mstep: Class 23 contains 49184 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327440.000000 Penalty: 181791.359375
Iteration 128Q: 22 clusters Score -2.333274e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29445 members 
Mstep: Class 2 contains 25081 members 
Mstep: Class 3 contains 135653 members 
Mstep: Class 4 contains 25898 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 15565 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9614 members 
Mstep: Class 9 contains 93185 members 
Mstep: Class 12 contains 51874 members 
Mstep: Class 13 contains 569344 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 280709 members 
Mstep: Class 18 contains 48445 members 
Mstep: Class 19 contains 20312 members 
Mstep: Class 20 contains 6619 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5156 members 
Mstep: Class 23 contains 49180 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327216.000000 Penalty: 181791.359375
Iteration 129Q: 22 clusters Score -2.333272e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29449 members 
Mstep: Class 2 contains 25079 members 
Mstep: Class 3 contains 135614 members 
Mstep: Class 4 contains 25907 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 15562 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9629 members 
Mstep: Class 9 contains 93182 members 
Mstep: Class 12 contains 51870 members 
Mstep: Class 13 contains 569311 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 280772 members 
Mstep: Class 18 contains 48440 members 
Mstep: Class 19 contains 20313 members 
Mstep: Class 20 contains 6619 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5156 members 
Mstep: Class 23 contains 49177 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327168.000000 Penalty: 181791.359375
Iteration 130Q: 22 clusters Score -2.333272e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29451 members 
Mstep: Class 2 contains 25080 members 
Mstep: Class 3 contains 135566 members 
Mstep: Class 4 contains 25924 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 15558 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9636 members 
Mstep: Class 9 contains 93185 members 
Mstep: Class 12 contains 51868 members 
Mstep: Class 13 contains 569296 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 280826 members 
Mstep: Class 18 contains 48432 members 
Mstep: Class 19 contains 20315 members 
Mstep: Class 20 contains 6614 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5156 members 
Mstep: Class 23 contains 49173 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327056.000000 Penalty: 181791.359375
Iteration 131Q: 22 clusters Score -2.333271e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29453 members 
Mstep: Class 2 contains 25080 members 
Mstep: Class 3 contains 135530 members 
Mstep: Class 4 contains 25939 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 15553 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9641 members 
Mstep: Class 9 contains 93184 members 
Mstep: Class 12 contains 51865 members 
Mstep: Class 13 contains 569289 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 280866 members 
Mstep: Class 18 contains 48422 members 
Mstep: Class 19 contains 20315 members 
Mstep: Class 20 contains 6614 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5156 members 
Mstep: Class 23 contains 49173 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327216.000000 Penalty: 181791.359375
Iteration 132Q: 22 clusters Score -2.333272e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29452 members 
Mstep: Class 2 contains 25078 members 
Mstep: Class 3 contains 135494 members 
Mstep: Class 4 contains 25950 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 15550 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9645 members 
Mstep: Class 9 contains 93185 members 
Mstep: Class 12 contains 51864 members 
Mstep: Class 13 contains 569285 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 280910 members 
Mstep: Class 18 contains 48411 members 
Mstep: Class 19 contains 20315 members 
Mstep: Class 20 contains 6613 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5156 members 
Mstep: Class 23 contains 49172 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327104.000000 Penalty: 181791.359375
Iteration 133Q: 22 clusters Score -2.333271e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29456 members 
Mstep: Class 2 contains 25077 members 
Mstep: Class 3 contains 135451 members 
Mstep: Class 4 contains 25955 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 15547 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9650 members 
Mstep: Class 9 contains 93185 members 
Mstep: Class 12 contains 51858 members 
Mstep: Class 13 contains 569293 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 280955 members 
Mstep: Class 18 contains 48398 members 
Mstep: Class 19 contains 20315 members 
Mstep: Class 20 contains 6615 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5156 members 
Mstep: Class 23 contains 49169 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327248.000000 Penalty: 181791.359375
Iteration 134Q: 22 clusters Score -2.333272e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 25078 members 
Mstep: Class 3 contains 135406 members 
Mstep: Class 4 contains 25959 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 15546 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9654 members 
Mstep: Class 9 contains 93185 members 
Mstep: Class 12 contains 51855 members 
Mstep: Class 13 contains 569288 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 281003 members 
Mstep: Class 18 contains 48392 members 
Mstep: Class 19 contains 20315 members 
Mstep: Class 20 contains 6619 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5156 members 
Mstep: Class 23 contains 49169 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327088.000000 Penalty: 181791.359375
Iteration 135Q: 22 clusters Score -2.333271e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29454 members 
Mstep: Class 2 contains 25078 members 
Mstep: Class 3 contains 135369 members 
Mstep: Class 4 contains 25963 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 15546 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9657 members 
Mstep: Class 9 contains 93185 members 
Mstep: Class 12 contains 51853 members 
Mstep: Class 13 contains 569286 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 281048 members 
Mstep: Class 18 contains 48385 members 
Mstep: Class 19 contains 20315 members 
Mstep: Class 20 contains 6621 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5157 members 
Mstep: Class 23 contains 49163 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327168.000000 Penalty: 181791.359375
Iteration 136Q: 22 clusters Score -2.333272e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29454 members 
Mstep: Class 2 contains 25078 members 
Mstep: Class 3 contains 135340 members 
Mstep: Class 4 contains 25967 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 15546 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9664 members 
Mstep: Class 9 contains 93183 members 
Mstep: Class 12 contains 51851 members 
Mstep: Class 13 contains 569281 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 281085 members 
Mstep: Class 18 contains 48375 members 
Mstep: Class 19 contains 20316 members 
Mstep: Class 20 contains 6623 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5156 members 
Mstep: Class 23 contains 49161 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327072.000000 Penalty: 181791.359375
Iteration 137Q: 22 clusters Score -2.333271e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 25077 members 
Mstep: Class 3 contains 135313 members 
Mstep: Class 4 contains 25971 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 15546 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9666 members 
Mstep: Class 9 contains 93186 members 
Mstep: Class 12 contains 51847 members 
Mstep: Class 13 contains 569274 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 281121 members 
Mstep: Class 18 contains 48368 members 
Mstep: Class 19 contains 20317 members 
Mstep: Class 20 contains 6623 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5157 members 
Mstep: Class 23 contains 49159 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327040.000000 Penalty: 181791.359375
Iteration 138Q: 22 clusters Score -2.33327e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 25076 members 
Mstep: Class 3 contains 135282 members 
Mstep: Class 4 contains 25983 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 15546 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9669 members 
Mstep: Class 9 contains 93185 members 
Mstep: Class 12 contains 51844 members 
Mstep: Class 13 contains 569277 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 281150 members 
Mstep: Class 18 contains 48359 members 
Mstep: Class 19 contains 20317 members 
Mstep: Class 20 contains 6624 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5157 members 
Mstep: Class 23 contains 49154 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326864.000000 Penalty: 181791.359375
Iteration 139Q: 22 clusters Score -2.333269e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 25074 members 
Mstep: Class 3 contains 135249 members 
Mstep: Class 4 contains 25993 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 15546 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9673 members 
Mstep: Class 9 contains 93184 members 
Mstep: Class 12 contains 51842 members 
Mstep: Class 13 contains 569283 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 281184 members 
Mstep: Class 18 contains 48351 members 
Mstep: Class 19 contains 20317 members 
Mstep: Class 20 contains 6624 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5157 members 
Mstep: Class 23 contains 49146 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326992.000000 Penalty: 181791.359375
Iteration 140F: 22 clusters Score -2.33327e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29458 members 
Mstep: Class 2 contains 25069 members 
Mstep: Class 3 contains 135224 members 
Mstep: Class 4 contains 26001 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 15544 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9677 members 
Mstep: Class 9 contains 93185 members 
Mstep: Class 12 contains 51840 members 
Mstep: Class 13 contains 569282 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 281215 members 
Mstep: Class 18 contains 48343 members 
Mstep: Class 19 contains 20318 members 
Mstep: Class 20 contains 6624 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5157 members 
Mstep: Class 23 contains 49143 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326960.000000 Penalty: 181791.359375
Iteration 141Q: 22 clusters Score -2.33327e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29460 members 
Mstep: Class 2 contains 25064 members 
Mstep: Class 3 contains 135205 members 
Mstep: Class 4 contains 26009 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 15542 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9678 members 
Mstep: Class 9 contains 93192 members 
Mstep: Class 12 contains 51835 members 
Mstep: Class 13 contains 569281 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 281243 members 
Mstep: Class 18 contains 48333 members 
Mstep: Class 19 contains 20316 members 
Mstep: Class 20 contains 6624 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5157 members 
Mstep: Class 23 contains 49142 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327104.000000 Penalty: 181791.359375
Iteration 142Q: 22 clusters Score -2.333271e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29462 members 
Mstep: Class 2 contains 25062 members 
Mstep: Class 3 contains 135182 members 
Mstep: Class 4 contains 26013 members 
Mstep: Class 5 contains 1896 members 
Mstep: Class 6 contains 15542 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9680 members 
Mstep: Class 9 contains 93195 members 
Mstep: Class 12 contains 51833 members 
Mstep: Class 13 contains 569270 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 281273 members 
Mstep: Class 18 contains 48334 members 
Mstep: Class 19 contains 20316 members 
Mstep: Class 20 contains 6624 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5157 members 
Mstep: Class 23 contains 49141 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327040.000000 Penalty: 181791.359375
Iteration 143Q: 22 clusters Score -2.33327e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29464 members 
Mstep: Class 2 contains 25063 members 
Mstep: Class 3 contains 135161 members 
Mstep: Class 4 contains 26011 members 
Mstep: Class 5 contains 1893 members 
Mstep: Class 6 contains 15541 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9683 members 
Mstep: Class 9 contains 93200 members 
Mstep: Class 12 contains 51832 members 
Mstep: Class 13 contains 569255 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 281321 members 
Mstep: Class 18 contains 48322 members 
Mstep: Class 19 contains 20316 members 
Mstep: Class 20 contains 6622 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5157 members 
Mstep: Class 23 contains 49139 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327088.000000 Penalty: 181791.359375
Iteration 144Q: 22 clusters Score -2.333271e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29465 members 
Mstep: Class 2 contains 25062 members 
Mstep: Class 3 contains 135143 members 
Mstep: Class 4 contains 26014 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15539 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9685 members 
Mstep: Class 9 contains 93201 members 
Mstep: Class 12 contains 51830 members 
Mstep: Class 13 contains 569245 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 281358 members 
Mstep: Class 18 contains 48318 members 
Mstep: Class 19 contains 20316 members 
Mstep: Class 20 contains 6621 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5157 members 
Mstep: Class 23 contains 49134 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327024.000000 Penalty: 181791.359375
Iteration 145Q: 22 clusters Score -2.33327e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29467 members 
Mstep: Class 2 contains 25063 members 
Mstep: Class 3 contains 135123 members 
Mstep: Class 4 contains 26015 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15538 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9686 members 
Mstep: Class 9 contains 93202 members 
Mstep: Class 12 contains 51829 members 
Mstep: Class 13 contains 569238 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 281383 members 
Mstep: Class 18 contains 48316 members 
Mstep: Class 19 contains 20316 members 
Mstep: Class 20 contains 6621 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5157 members 
Mstep: Class 23 contains 49134 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326848.000000 Penalty: 181791.359375
Iteration 146Q: 22 clusters Score -2.333268e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 25064 members 
Mstep: Class 3 contains 135108 members 
Mstep: Class 4 contains 26022 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15534 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9689 members 
Mstep: Class 9 contains 93200 members 
Mstep: Class 12 contains 51828 members 
Mstep: Class 13 contains 569221 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 281412 members 
Mstep: Class 18 contains 48312 members 
Mstep: Class 19 contains 20316 members 
Mstep: Class 20 contains 6623 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5157 members 
Mstep: Class 23 contains 49132 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326736.000000 Penalty: 181791.359375
Iteration 147Q: 22 clusters Score -2.333267e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29472 members 
Mstep: Class 2 contains 25064 members 
Mstep: Class 3 contains 135092 members 
Mstep: Class 4 contains 26034 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15533 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9693 members 
Mstep: Class 9 contains 93199 members 
Mstep: Class 12 contains 51826 members 
Mstep: Class 13 contains 569208 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 281436 members 
Mstep: Class 18 contains 48311 members 
Mstep: Class 19 contains 20315 members 
Mstep: Class 20 contains 6621 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5157 members 
Mstep: Class 23 contains 49127 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326752.000000 Penalty: 181791.359375
Iteration 148Q: 22 clusters Score -2.333268e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29473 members 
Mstep: Class 2 contains 25066 members 
Mstep: Class 3 contains 135087 members 
Mstep: Class 4 contains 26041 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15531 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9694 members 
Mstep: Class 9 contains 93202 members 
Mstep: Class 12 contains 51823 members 
Mstep: Class 13 contains 569201 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 281448 members 
Mstep: Class 18 contains 48308 members 
Mstep: Class 19 contains 20315 members 
Mstep: Class 20 contains 6621 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5157 members 
Mstep: Class 23 contains 49121 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326832.000000 Penalty: 181791.359375
Iteration 149Q: 22 clusters Score -2.333268e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29472 members 
Mstep: Class 2 contains 25063 members 
Mstep: Class 3 contains 135078 members 
Mstep: Class 4 contains 26049 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15530 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9695 members 
Mstep: Class 9 contains 93202 members 
Mstep: Class 12 contains 51822 members 
Mstep: Class 13 contains 569198 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 281469 members 
Mstep: Class 18 contains 48303 members 
Mstep: Class 19 contains 20314 members 
Mstep: Class 20 contains 6618 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5157 members 
Mstep: Class 23 contains 49118 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326848.000000 Penalty: 181791.359375
Iteration 150Q: 22 clusters Score -2.333268e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29472 members 
Mstep: Class 2 contains 25061 members 
Mstep: Class 3 contains 135064 members 
Mstep: Class 4 contains 26052 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15530 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9701 members 
Mstep: Class 9 contains 93199 members 
Mstep: Class 12 contains 51821 members 
Mstep: Class 13 contains 569193 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 281498 members 
Mstep: Class 18 contains 48297 members 
Mstep: Class 19 contains 20313 members 
Mstep: Class 20 contains 6615 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5157 members 
Mstep: Class 23 contains 49115 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326832.000000 Penalty: 181791.359375
Iteration 151Q: 22 clusters Score -2.333268e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29472 members 
Mstep: Class 2 contains 25060 members 
Mstep: Class 3 contains 135049 members 
Mstep: Class 4 contains 26054 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15530 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9705 members 
Mstep: Class 9 contains 93197 members 
Mstep: Class 12 contains 51821 members 
Mstep: Class 13 contains 569186 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 281526 members 
Mstep: Class 18 contains 48293 members 
Mstep: Class 19 contains 20314 members 
Mstep: Class 20 contains 6611 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5157 members 
Mstep: Class 23 contains 49113 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326928.000000 Penalty: 181791.359375
Iteration 152Q: 22 clusters Score -2.333269e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29472 members 
Mstep: Class 2 contains 25057 members 
Mstep: Class 3 contains 135033 members 
Mstep: Class 4 contains 26055 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15530 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9706 members 
Mstep: Class 9 contains 93204 members 
Mstep: Class 12 contains 51821 members 
Mstep: Class 13 contains 569175 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 281553 members 
Mstep: Class 18 contains 48288 members 
Mstep: Class 19 contains 20314 members 
Mstep: Class 20 contains 6611 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5157 members 
Mstep: Class 23 contains 49112 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327024.000000 Penalty: 181791.359375
Iteration 153Q: 22 clusters Score -2.33327e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29472 members 
Mstep: Class 2 contains 25055 members 
Mstep: Class 3 contains 135019 members 
Mstep: Class 4 contains 26057 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15530 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 93209 members 
Mstep: Class 12 contains 51820 members 
Mstep: Class 13 contains 569171 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 281572 members 
Mstep: Class 18 contains 48285 members 
Mstep: Class 19 contains 20314 members 
Mstep: Class 20 contains 6608 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5157 members 
Mstep: Class 23 contains 49112 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326944.000000 Penalty: 181791.359375
Iteration 154Q: 22 clusters Score -2.333269e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29472 members 
Mstep: Class 2 contains 25055 members 
Mstep: Class 3 contains 135002 members 
Mstep: Class 4 contains 26061 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15530 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 93213 members 
Mstep: Class 12 contains 51819 members 
Mstep: Class 13 contains 569165 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 281593 members 
Mstep: Class 18 contains 48282 members 
Mstep: Class 19 contains 20314 members 
Mstep: Class 20 contains 6607 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5157 members 
Mstep: Class 23 contains 49111 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327024.000000 Penalty: 181791.359375
Iteration 155Q: 22 clusters Score -2.33327e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29472 members 
Mstep: Class 2 contains 25055 members 
Mstep: Class 3 contains 134983 members 
Mstep: Class 4 contains 26062 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15530 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 93214 members 
Mstep: Class 12 contains 51821 members 
Mstep: Class 13 contains 569162 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 281615 members 
Mstep: Class 18 contains 48279 members 
Mstep: Class 19 contains 20314 members 
Mstep: Class 20 contains 6607 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5157 members 
Mstep: Class 23 contains 49110 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326928.000000 Penalty: 181791.359375
Iteration 156Q: 22 clusters Score -2.333269e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29471 members 
Mstep: Class 2 contains 25055 members 
Mstep: Class 3 contains 134973 members 
Mstep: Class 4 contains 26063 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15530 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 93216 members 
Mstep: Class 12 contains 51820 members 
Mstep: Class 13 contains 569156 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 281634 members 
Mstep: Class 18 contains 48276 members 
Mstep: Class 19 contains 20313 members 
Mstep: Class 20 contains 6607 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5157 members 
Mstep: Class 23 contains 49110 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326832.000000 Penalty: 181791.359375
Iteration 157Q: 22 clusters Score -2.333268e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29471 members 
Mstep: Class 2 contains 25055 members 
Mstep: Class 3 contains 134964 members 
Mstep: Class 4 contains 26062 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15530 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 93219 members 
Mstep: Class 12 contains 51819 members 
Mstep: Class 13 contains 569150 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 281651 members 
Mstep: Class 18 contains 48274 members 
Mstep: Class 19 contains 20313 members 
Mstep: Class 20 contains 6607 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5157 members 
Mstep: Class 23 contains 49109 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326912.000000 Penalty: 181791.359375
Iteration 158Q: 22 clusters Score -2.333269e+08 nChanged 28
Entering ConstructFrom: 
Score: -233326912.000000 Penalty: 181791.359375
Entering ConstructFrom: 
Trying to split cluster 1 (29471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29471 members 
Entering Unmasked Estep 
Score: -5032679.500000 Penalty: 6303.336426
	Iteration 0F: 2 clusters Score -5032680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -5010155.000000 Penalty: 12606.672852
	Iteration 0F: 3 clusters Score -5010155 nChanged 12477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -5016660.000000 Penalty: 12606.672852
	Iteration 1F: 3 clusters Score -5016660 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -5017386.500000 Penalty: 12606.672852
	Iteration 2F: 3 clusters Score -5017386 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -5017915.500000 Penalty: 12606.672852
	Iteration 3Q: 3 clusters Score -5017916 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -5018341.500000 Penalty: 12606.672852
	Iteration 4Q: 3 clusters Score -5018342 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -5018741.000000 Penalty: 12606.672852
	Iteration 5Q: 3 clusters Score -5018741 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -5019103.500000 Penalty: 12606.672852
	Iteration 6Q: 3 clusters Score -5019104 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -5019518.500000 Penalty: 12606.672852
	Iteration 7Q: 3 clusters Score -5019518 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -5019969.000000 Penalty: 12606.672852
	Iteration 8Q: 3 clusters Score -5019969 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -5020573.000000 Penalty: 12606.672852
	Iteration 9Q: 3 clusters Score -5020573 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -5021316.500000 Penalty: 12606.672852
	Iteration 10Q: 3 clusters Score -5021316 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 22900 members 
Entering Unmasked Estep 
Score: -5022166.000000 Penalty: 12606.672852
	Iteration 11Q: 3 clusters Score -5022166 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -5023143.500000 Penalty: 12606.672852
	Iteration 12Q: 3 clusters Score -5023144 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 25445 members 
Entering Unmasked Estep 
Score: -5024117.000000 Penalty: 12606.672852
	Iteration 13Q: 3 clusters Score -5024117 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 26485 members 
Entering Unmasked Estep 
Score: -5024984.000000 Penalty: 12606.672852
	Iteration 14Q: 3 clusters Score -5024984 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 27239 members 
Entering Unmasked Estep 
Score: -5025629.500000 Penalty: 12606.672852
	Iteration 15Q: 3 clusters Score -5025630 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 27769 members 
Entering Unmasked Estep 
Score: -5026103.500000 Penalty: 12606.672852
	Iteration 16Q: 3 clusters Score -5026104 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 28137 members 
Entering Unmasked Estep 
Score: -5026454.500000 Penalty: 12606.672852
	Iteration 17Q: 3 clusters Score -5026454 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 28349 members 
Entering Unmasked Estep 
Score: -5026680.500000 Penalty: 12606.672852
	Iteration 18Q: 3 clusters Score -5026680 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 28475 members 
Entering Unmasked Estep 
Score: -5026838.000000 Penalty: 12606.672852
	Iteration 19Q: 3 clusters Score -5026838 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 28551 members 
Entering Unmasked Estep 
Score: -5026906.000000 Penalty: 12606.672852
	Iteration 20F: 3 clusters Score -5026906 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 28608 members 
Entering Unmasked Estep 
Score: -5026961.500000 Penalty: 12606.672852
	Iteration 21Q: 3 clusters Score -5026962 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 28642 members 
Entering Unmasked Estep 
Score: -5026998.500000 Penalty: 12606.672852
	Iteration 22Q: 3 clusters Score -5026998 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 28659 members 
Entering Unmasked Estep 
Score: -5027024.500000 Penalty: 12606.672852
	Iteration 23Q: 3 clusters Score -5027024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 28671 members 
Entering Unmasked Estep 
Score: -5027036.000000 Penalty: 12606.672852
	Iteration 24Q: 3 clusters Score -5027036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 28677 members 
Entering Unmasked Estep 
Score: -5027050.000000 Penalty: 12606.672852
	Iteration 25Q: 3 clusters Score -5027050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 28682 members 
Entering Unmasked Estep 
Score: -5027066.500000 Penalty: 12606.672852
	Iteration 26Q: 3 clusters Score -5027066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 28688 members 
Entering Unmasked Estep 
Score: -5027066.500000 Penalty: 12606.672852
	Iteration 27Q: 3 clusters Score -5027066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 28694 members 
Entering Unmasked Estep 
Score: -5027080.500000 Penalty: 12606.672852
	Iteration 28Q: 3 clusters Score -5027080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 28698 members 
Entering Unmasked Estep 
Score: -5027074.500000 Penalty: 12606.672852
	Iteration 29Q: 3 clusters Score -5027074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 28704 members 
Entering Unmasked Estep 
Score: -5027086.500000 Penalty: 12606.672852
	Iteration 30Q: 3 clusters Score -5027086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 28708 members 
Entering Unmasked Estep 
Score: -5027083.500000 Penalty: 12606.672852
	Iteration 31Q: 3 clusters Score -5027084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 28710 members 
Entering Unmasked Estep 
Score: -5027102.500000 Penalty: 12606.672852
	Iteration 32Q: 3 clusters Score -5027102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 28713 members 
Entering Unmasked Estep 
Score: -5027115.000000 Penalty: 12606.672852
	Iteration 33Q: 3 clusters Score -5027115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 28717 members 
Entering Unmasked Estep 
Score: -5027116.000000 Penalty: 12606.672852
	Iteration 34Q: 3 clusters Score -5027116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -5027130.000000 Penalty: 12606.672852
	Iteration 35Q: 3 clusters Score -5027130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 28735 members 
Entering Unmasked Estep 
Score: -5027149.000000 Penalty: 12606.672852
	Iteration 36Q: 3 clusters Score -5027149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 28741 members 
Entering Unmasked Estep 
Score: -5027144.500000 Penalty: 12606.672852
	Iteration 37Q: 3 clusters Score -5027144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 28746 members 
Entering Unmasked Estep 
Score: -5027154.000000 Penalty: 12606.672852
	Iteration 38Q: 3 clusters Score -5027154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 28751 members 
Entering Unmasked Estep 
Score: -5027157.000000 Penalty: 12606.672852
	Iteration 39Q: 3 clusters Score -5027157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 28756 members 
Entering Unmasked Estep 
Score: -5027170.500000 Penalty: 12606.672852
	Iteration 40F: 3 clusters Score -5027170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 28762 members 
Entering Unmasked Estep 
Score: -5027179.500000 Penalty: 12606.672852
	Iteration 41Q: 3 clusters Score -5027180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 28770 members 
Entering Unmasked Estep 
Score: -5027183.000000 Penalty: 12606.672852
	Iteration 42Q: 3 clusters Score -5027183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -5027189.000000 Penalty: 12606.672852
	Iteration 43Q: 3 clusters Score -5027189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 28774 members 
Entering Unmasked Estep 
Score: -5027191.500000 Penalty: 12606.672852
	Iteration 44Q: 3 clusters Score -5027192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -5027192.500000 Penalty: 12606.672852
	Iteration 45Q: 3 clusters Score -5027192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -5027192.500000 Penalty: 12606.672852
	Iteration 46F: 3 clusters Score -5027192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (25054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25054 members 
Entering Unmasked Estep 
Score: -4367595.000000 Penalty: 6203.883301
	Iteration 0F: 2 clusters Score -4367595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -4347919.500000 Penalty: 12407.766602
	Iteration 0F: 3 clusters Score -4347920 nChanged 10395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -4353332.500000 Penalty: 12407.766602
	Iteration 1F: 3 clusters Score -4353332 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -4354082.500000 Penalty: 12407.766602
	Iteration 2F: 3 clusters Score -4354082 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -4354588.500000 Penalty: 12407.766602
	Iteration 3Q: 3 clusters Score -4354588 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -4354981.500000 Penalty: 12407.766602
	Iteration 4Q: 3 clusters Score -4354982 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -4355277.000000 Penalty: 12407.766602
	Iteration 5Q: 3 clusters Score -4355277 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -4355521.500000 Penalty: 12407.766602
	Iteration 6Q: 3 clusters Score -4355522 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -4355788.500000 Penalty: 12407.766602
	Iteration 7Q: 3 clusters Score -4355788 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -4356041.500000 Penalty: 12407.766602
	Iteration 8Q: 3 clusters Score -4356042 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -4356335.000000 Penalty: 12407.766602
	Iteration 9Q: 3 clusters Score -4356335 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -4356619.000000 Penalty: 12407.766602
	Iteration 10Q: 3 clusters Score -4356619 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -4356979.000000 Penalty: 12407.766602
	Iteration 11Q: 3 clusters Score -4356979 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -4357345.500000 Penalty: 12407.766602
	Iteration 12Q: 3 clusters Score -4357346 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -4357724.500000 Penalty: 12407.766602
	Iteration 13Q: 3 clusters Score -4357724 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -4358189.500000 Penalty: 12407.766602
	Iteration 14Q: 3 clusters Score -4358190 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -4358685.500000 Penalty: 12407.766602
	Iteration 15Q: 3 clusters Score -4358686 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -4359179.500000 Penalty: 12407.766602
	Iteration 16Q: 3 clusters Score -4359180 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -4359656.500000 Penalty: 12407.766602
	Iteration 17Q: 3 clusters Score -4359656 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -4360108.500000 Penalty: 12407.766602
	Iteration 18Q: 3 clusters Score -4360108 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -4360488.500000 Penalty: 12407.766602
	Iteration 19Q: 3 clusters Score -4360488 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -4360861.000000 Penalty: 12407.766602
	Iteration 20F: 3 clusters Score -4360861 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -4361208.000000 Penalty: 12407.766602
	Iteration 21Q: 3 clusters Score -4361208 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23365 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -4361481.000000 Penalty: 12407.766602
	Iteration 22Q: 3 clusters Score -4361481 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -4361679.000000 Penalty: 12407.766602
	Iteration 23Q: 3 clusters Score -4361679 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -4361825.000000 Penalty: 12407.766602
	Iteration 24Q: 3 clusters Score -4361825 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -4361902.500000 Penalty: 12407.766602
	Iteration 25Q: 3 clusters Score -4361902 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -4361963.000000 Penalty: 12407.766602
	Iteration 26Q: 3 clusters Score -4361963 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -4362019.000000 Penalty: 12407.766602
	Iteration 27Q: 3 clusters Score -4362019 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -4362051.500000 Penalty: 12407.766602
	Iteration 28Q: 3 clusters Score -4362052 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -4362082.500000 Penalty: 12407.766602
	Iteration 29Q: 3 clusters Score -4362082 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -4362108.000000 Penalty: 12407.766602
	Iteration 30Q: 3 clusters Score -4362108 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -4362126.000000 Penalty: 12407.766602
	Iteration 31Q: 3 clusters Score -4362126 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -4362137.000000 Penalty: 12407.766602
	Iteration 32Q: 3 clusters Score -4362137 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -4362153.000000 Penalty: 12407.766602
	Iteration 33Q: 3 clusters Score -4362153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -4362149.500000 Penalty: 12407.766602
	Iteration 34Q: 3 clusters Score -4362150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -4362156.500000 Penalty: 12407.766602
	Iteration 35Q: 3 clusters Score -4362156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -4362163.000000 Penalty: 12407.766602
	Iteration 36Q: 3 clusters Score -4362163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -4362164.000000 Penalty: 12407.766602
	Iteration 37Q: 3 clusters Score -4362164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -4362160.500000 Penalty: 12407.766602
	Iteration 38Q: 3 clusters Score -4362160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -4362160.500000 Penalty: 12407.766602
	Iteration 39F: 3 clusters Score -4362160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (134955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134955 members 
Entering Unmasked Estep 
Score: -23267168.000000 Penalty: 7235.276367
	Iteration 0F: 2 clusters Score -2.326717e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67273 members 
Mstep: Class 2 contains 67682 members 
Entering Unmasked Estep 
Score: -23175930.000000 Penalty: 14470.552734
	Iteration 0F: 3 clusters Score -2.317593e+07 nChanged 62455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65506 members 
Mstep: Class 2 contains 69449 members 
Entering Unmasked Estep 
Score: -23210988.000000 Penalty: 14470.552734
	Iteration 1F: 3 clusters Score -2.321099e+07 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64193 members 
Mstep: Class 2 contains 70762 members 
Entering Unmasked Estep 
Score: -23212768.000000 Penalty: 14470.552734
	Iteration 2Q: 3 clusters Score -2.321277e+07 nChanged 5660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62255 members 
Mstep: Class 2 contains 72700 members 
Entering Unmasked Estep 
Score: -23214884.000000 Penalty: 14470.552734
	Iteration 3Q: 3 clusters Score -2.321488e+07 nChanged 6264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59377 members 
Mstep: Class 2 contains 75578 members 
Entering Unmasked Estep 
Score: -23217622.000000 Penalty: 14470.552734
	Iteration 4Q: 3 clusters Score -2.321762e+07 nChanged 7325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55300 members 
Mstep: Class 2 contains 79655 members 
Entering Unmasked Estep 
Score: -23221428.000000 Penalty: 14470.552734
	Iteration 5F: 3 clusters Score -2.322143e+07 nChanged 8552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49676 members 
Mstep: Class 2 contains 85279 members 
Entering Unmasked Estep 
Score: -23226596.000000 Penalty: 14470.552734
	Iteration 6F: 3 clusters Score -2.32266e+07 nChanged 9376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42746 members 
Mstep: Class 2 contains 92209 members 
Entering Unmasked Estep 
Score: -23233150.000000 Penalty: 14470.552734
	Iteration 7F: 3 clusters Score -2.323315e+07 nChanged 9165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35461 members 
Mstep: Class 2 contains 99494 members 
Entering Unmasked Estep 
Score: -23240476.000000 Penalty: 14470.552734
	Iteration 8F: 3 clusters Score -2.324048e+07 nChanged 7792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29143 members 
Mstep: Class 2 contains 105812 members 
Entering Unmasked Estep 
Score: -23247560.000000 Penalty: 14470.552734
	Iteration 9F: 3 clusters Score -2.324756e+07 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 110206 members 
Entering Unmasked Estep 
Score: -23252274.000000 Penalty: 14470.552734
	Iteration 10Q: 3 clusters Score -2.325227e+07 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 113029 members 
Entering Unmasked Estep 
Score: -23254964.000000 Penalty: 14470.552734
	Iteration 11Q: 3 clusters Score -2.325496e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 115080 members 
Entering Unmasked Estep 
Score: -23256082.000000 Penalty: 14470.552734
	Iteration 12Q: 3 clusters Score -2.325608e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 116865 members 
Entering Unmasked Estep 
Score: -23256944.000000 Penalty: 14470.552734
	Iteration 13Q: 3 clusters Score -2.325694e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 118426 members 
Entering Unmasked Estep 
Score: -23257604.000000 Penalty: 14470.552734
	Iteration 14Q: 3 clusters Score -2.32576e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 119827 members 
Entering Unmasked Estep 
Score: -23258102.000000 Penalty: 14470.552734
	Iteration 15Q: 3 clusters Score -2.32581e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 121041 members 
Entering Unmasked Estep 
Score: -23258518.000000 Penalty: 14470.552734
	Iteration 16Q: 3 clusters Score -2.325852e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 122079 members 
Entering Unmasked Estep 
Score: -23258994.000000 Penalty: 14470.552734
	Iteration 17Q: 3 clusters Score -2.325899e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 122990 members 
Entering Unmasked Estep 
Score: -23259358.000000 Penalty: 14470.552734
	Iteration 18Q: 3 clusters Score -2.325936e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 123781 members 
Entering Unmasked Estep 
Score: -23259594.000000 Penalty: 14470.552734
	Iteration 19Q: 3 clusters Score -2.325959e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 124448 members 
Entering Unmasked Estep 
Score: -23259736.000000 Penalty: 14470.552734
	Iteration 20F: 3 clusters Score -2.325974e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 125063 members 
Entering Unmasked Estep 
Score: -23260006.000000 Penalty: 14470.552734
	Iteration 21Q: 3 clusters Score -2.326001e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 125620 members 
Entering Unmasked Estep 
Score: -23260186.000000 Penalty: 14470.552734
	Iteration 22Q: 3 clusters Score -2.326019e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 126127 members 
Entering Unmasked Estep 
Score: -23260362.000000 Penalty: 14470.552734
	Iteration 23Q: 3 clusters Score -2.326036e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 126617 members 
Entering Unmasked Estep 
Score: -23260430.000000 Penalty: 14470.552734
	Iteration 24Q: 3 clusters Score -2.326043e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 127011 members 
Entering Unmasked Estep 
Score: -23260540.000000 Penalty: 14470.552734
	Iteration 25Q: 3 clusters Score -2.326054e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 127356 members 
Entering Unmasked Estep 
Score: -23260626.000000 Penalty: 14470.552734
	Iteration 26Q: 3 clusters Score -2.326063e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 127679 members 
Entering Unmasked Estep 
Score: -23260682.000000 Penalty: 14470.552734
	Iteration 27Q: 3 clusters Score -2.326068e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 127966 members 
Entering Unmasked Estep 
Score: -23260744.000000 Penalty: 14470.552734
	Iteration 28Q: 3 clusters Score -2.326074e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 128194 members 
Entering Unmasked Estep 
Score: -23260762.000000 Penalty: 14470.552734
	Iteration 29Q: 3 clusters Score -2.326076e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 128400 members 
Entering Unmasked Estep 
Score: -23260790.000000 Penalty: 14470.552734
	Iteration 30Q: 3 clusters Score -2.326079e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 128578 members 
Entering Unmasked Estep 
Score: -23260836.000000 Penalty: 14470.552734
	Iteration 31Q: 3 clusters Score -2.326084e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 128728 members 
Entering Unmasked Estep 
Score: -23260850.000000 Penalty: 14470.552734
	Iteration 32Q: 3 clusters Score -2.326085e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 128865 members 
Entering Unmasked Estep 
Score: -23260898.000000 Penalty: 14470.552734
	Iteration 33Q: 3 clusters Score -2.32609e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 128978 members 
Entering Unmasked Estep 
Score: -23260902.000000 Penalty: 14470.552734
	Iteration 34Q: 3 clusters Score -2.32609e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 129079 members 
Entering Unmasked Estep 
Score: -23260926.000000 Penalty: 14470.552734
	Iteration 35Q: 3 clusters Score -2.326093e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 129169 members 
Entering Unmasked Estep 
Score: -23260940.000000 Penalty: 14470.552734
	Iteration 36Q: 3 clusters Score -2.326094e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 129243 members 
Entering Unmasked Estep 
Score: -23260952.000000 Penalty: 14470.552734
	Iteration 37Q: 3 clusters Score -2.326095e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 129318 members 
Entering Unmasked Estep 
Score: -23260942.000000 Penalty: 14470.552734
	Iteration 38Q: 3 clusters Score -2.326094e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 129387 members 
Entering Unmasked Estep 
Score: -23260972.000000 Penalty: 14470.552734
	Iteration 39Q: 3 clusters Score -2.326097e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 129463 members 
Entering Unmasked Estep 
Score: -23260998.000000 Penalty: 14470.552734
	Iteration 40F: 3 clusters Score -2.3261e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 129531 members 
Entering Unmasked Estep 
Score: -23261014.000000 Penalty: 14470.552734
	Iteration 41Q: 3 clusters Score -2.326101e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 129608 members 
Entering Unmasked Estep 
Score: -23261050.000000 Penalty: 14470.552734
	Iteration 42Q: 3 clusters Score -2.326105e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 129675 members 
Entering Unmasked Estep 
Score: -23261070.000000 Penalty: 14470.552734
	Iteration 43Q: 3 clusters Score -2.326107e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 129736 members 
Entering Unmasked Estep 
Score: -23261078.000000 Penalty: 14470.552734
	Iteration 44Q: 3 clusters Score -2.326108e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 129803 members 
Entering Unmasked Estep 
Score: -23261072.000000 Penalty: 14470.552734
	Iteration 45Q: 3 clusters Score -2.326107e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 129869 members 
Entering Unmasked Estep 
Score: -23261050.000000 Penalty: 14470.552734
	Iteration 46Q: 3 clusters Score -2.326105e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 129935 members 
Entering Unmasked Estep 
Score: -23261088.000000 Penalty: 14470.552734
	Iteration 47Q: 3 clusters Score -2.326109e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 129998 members 
Entering Unmasked Estep 
Score: -23261082.000000 Penalty: 14470.552734
	Iteration 48Q: 3 clusters Score -2.326108e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 130060 members 
Entering Unmasked Estep 
Score: -23261116.000000 Penalty: 14470.552734
	Iteration 49Q: 3 clusters Score -2.326112e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 130124 members 
Entering Unmasked Estep 
Score: -23261112.000000 Penalty: 14470.552734
	Iteration 50Q: 3 clusters Score -2.326111e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 130189 members 
Entering Unmasked Estep 
Score: -23261158.000000 Penalty: 14470.552734
	Iteration 51Q: 3 clusters Score -2.326116e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 130253 members 
Entering Unmasked Estep 
Score: -23261176.000000 Penalty: 14470.552734
	Iteration 52Q: 3 clusters Score -2.326118e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 130295 members 
Entering Unmasked Estep 
Score: -23261182.000000 Penalty: 14470.552734
	Iteration 53Q: 3 clusters Score -2.326118e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 130325 members 
Entering Unmasked Estep 
Score: -23261160.000000 Penalty: 14470.552734
	Iteration 54Q: 3 clusters Score -2.326116e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 130356 members 
Entering Unmasked Estep 
Score: -23261208.000000 Penalty: 14470.552734
	Iteration 55Q: 3 clusters Score -2.326121e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 130385 members 
Entering Unmasked Estep 
Score: -23261182.000000 Penalty: 14470.552734
	Iteration 56Q: 3 clusters Score -2.326118e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 130405 members 
Entering Unmasked Estep 
Score: -23261214.000000 Penalty: 14470.552734
	Iteration 57Q: 3 clusters Score -2.326121e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 130426 members 
Entering Unmasked Estep 
Score: -23261202.000000 Penalty: 14470.552734
	Iteration 58Q: 3 clusters Score -2.32612e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 130442 members 
Entering Unmasked Estep 
Score: -23261212.000000 Penalty: 14470.552734
	Iteration 59Q: 3 clusters Score -2.326121e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 130454 members 
Entering Unmasked Estep 
Score: -23261200.000000 Penalty: 14470.552734
	Iteration 60F: 3 clusters Score -2.32612e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 130470 members 
Entering Unmasked Estep 
Score: -23261218.000000 Penalty: 14470.552734
	Iteration 61Q: 3 clusters Score -2.326122e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 130483 members 
Entering Unmasked Estep 
Score: -23261210.000000 Penalty: 14470.552734
	Iteration 62Q: 3 clusters Score -2.326121e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 130490 members 
Entering Unmasked Estep 
Score: -23261204.000000 Penalty: 14470.552734
	Iteration 63Q: 3 clusters Score -2.32612e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 130504 members 
Entering Unmasked Estep 
Score: -23261214.000000 Penalty: 14470.552734
	Iteration 64Q: 3 clusters Score -2.326121e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 130514 members 
Entering Unmasked Estep 
Score: -23261230.000000 Penalty: 14470.552734
	Iteration 65Q: 3 clusters Score -2.326123e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 130525 members 
Entering Unmasked Estep 
Score: -23261214.000000 Penalty: 14470.552734
	Iteration 66Q: 3 clusters Score -2.326121e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 130536 members 
Entering Unmasked Estep 
Score: -23261230.000000 Penalty: 14470.552734
	Iteration 67Q: 3 clusters Score -2.326123e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 130548 members 
Entering Unmasked Estep 
Score: -23261230.000000 Penalty: 14470.552734
	Iteration 68Q: 3 clusters Score -2.326123e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 130563 members 
Entering Unmasked Estep 
Score: -23261238.000000 Penalty: 14470.552734
	Iteration 69Q: 3 clusters Score -2.326124e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 130580 members 
Entering Unmasked Estep 
Score: -23261266.000000 Penalty: 14470.552734
	Iteration 70Q: 3 clusters Score -2.326127e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 130596 members 
Entering Unmasked Estep 
Score: -23261262.000000 Penalty: 14470.552734
	Iteration 71Q: 3 clusters Score -2.326126e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 130612 members 
Entering Unmasked Estep 
Score: -23261272.000000 Penalty: 14470.552734
	Iteration 72Q: 3 clusters Score -2.326127e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 130621 members 
Entering Unmasked Estep 
Score: -23261290.000000 Penalty: 14470.552734
	Iteration 73Q: 3 clusters Score -2.326129e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 130630 members 
Entering Unmasked Estep 
Score: -23261278.000000 Penalty: 14470.552734
	Iteration 74Q: 3 clusters Score -2.326128e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 130640 members 
Entering Unmasked Estep 
Score: -23261260.000000 Penalty: 14470.552734
	Iteration 75Q: 3 clusters Score -2.326126e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 130652 members 
Entering Unmasked Estep 
Score: -23261252.000000 Penalty: 14470.552734
	Iteration 76Q: 3 clusters Score -2.326125e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 130663 members 
Entering Unmasked Estep 
Score: -23261280.000000 Penalty: 14470.552734
	Iteration 77Q: 3 clusters Score -2.326128e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 130670 members 
Entering Unmasked Estep 
Score: -23261280.000000 Penalty: 14470.552734
	Iteration 78Q: 3 clusters Score -2.326128e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 130671 members 
Entering Unmasked Estep 
Score: -23261290.000000 Penalty: 14470.552734
	Iteration 79Q: 3 clusters Score -2.326129e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 130674 members 
Entering Unmasked Estep 
Score: -23261280.000000 Penalty: 14470.552734
	Iteration 80F: 3 clusters Score -2.326128e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 130677 members 
Entering Unmasked Estep 
Score: -23261276.000000 Penalty: 14470.552734
	Iteration 81Q: 3 clusters Score -2.326128e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 130680 members 
Entering Unmasked Estep 
Score: -23261278.000000 Penalty: 14470.552734
	Iteration 82Q: 3 clusters Score -2.326128e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 130681 members 
Entering Unmasked Estep 
Score: -23261280.000000 Penalty: 14470.552734
	Iteration 83Q: 3 clusters Score -2.326128e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 130683 members 
Entering Unmasked Estep 
Score: -23261272.000000 Penalty: 14470.552734
	Iteration 84Q: 3 clusters Score -2.326127e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 130686 members 
Entering Unmasked Estep 
Score: -23261268.000000 Penalty: 14470.552734
	Iteration 85Q: 3 clusters Score -2.326127e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 130688 members 
Entering Unmasked Estep 
Score: -23261274.000000 Penalty: 14470.552734
	Iteration 86Q: 3 clusters Score -2.326127e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 130689 members 
Entering Unmasked Estep 
Score: -23261282.000000 Penalty: 14470.552734
	Iteration 87Q: 3 clusters Score -2.326128e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 130691 members 
Entering Unmasked Estep 
Score: -23261288.000000 Penalty: 14470.552734
	Iteration 88Q: 3 clusters Score -2.326129e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 130693 members 
Entering Unmasked Estep 
Score: -23261274.000000 Penalty: 14470.552734
	Iteration 89Q: 3 clusters Score -2.326127e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 130695 members 
Entering Unmasked Estep 
Score: -23261274.000000 Penalty: 14470.552734
	Iteration 90Q: 3 clusters Score -2.326127e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 130695 members 
Entering Unmasked Estep 
Score: -23261274.000000 Penalty: 14470.552734
	Iteration 91F: 3 clusters Score -2.326127e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26063 members 
Entering Unmasked Estep 
Score: -4311630.500000 Penalty: 6228.066406
	Iteration 0F: 2 clusters Score -4311630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -4291209.000000 Penalty: 12456.132812
	Iteration 0F: 3 clusters Score -4291209 nChanged 10864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -4296961.500000 Penalty: 12456.132812
	Iteration 1F: 3 clusters Score -4296962 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -4297830.000000 Penalty: 12456.132812
	Iteration 2F: 3 clusters Score -4297830 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -4298507.000000 Penalty: 12456.132812
	Iteration 3F: 3 clusters Score -4298507 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -4299042.500000 Penalty: 12456.132812
	Iteration 4Q: 3 clusters Score -4299042 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -4299436.500000 Penalty: 12456.132812
	Iteration 5Q: 3 clusters Score -4299436 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -4299714.500000 Penalty: 12456.132812
	Iteration 6Q: 3 clusters Score -4299714 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -4300005.000000 Penalty: 12456.132812
	Iteration 7Q: 3 clusters Score -4300005 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -4300252.000000 Penalty: 12456.132812
	Iteration 8Q: 3 clusters Score -4300252 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -4300456.000000 Penalty: 12456.132812
	Iteration 9Q: 3 clusters Score -4300456 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -4300684.000000 Penalty: 12456.132812
	Iteration 10Q: 3 clusters Score -4300684 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -4300977.000000 Penalty: 12456.132812
	Iteration 11Q: 3 clusters Score -4300977 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -4301270.000000 Penalty: 12456.132812
	Iteration 12Q: 3 clusters Score -4301270 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -4301612.500000 Penalty: 12456.132812
	Iteration 13Q: 3 clusters Score -4301612 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -4302057.500000 Penalty: 12456.132812
	Iteration 14Q: 3 clusters Score -4302058 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -4302589.000000 Penalty: 12456.132812
	Iteration 15Q: 3 clusters Score -4302589 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -4303222.000000 Penalty: 12456.132812
	Iteration 16Q: 3 clusters Score -4303222 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -4303962.000000 Penalty: 12456.132812
	Iteration 17Q: 3 clusters Score -4303962 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 21417 members 
Entering Unmasked Estep 
Score: -4304654.000000 Penalty: 12456.132812
	Iteration 18Q: 3 clusters Score -4304654 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -4305313.000000 Penalty: 12456.132812
	Iteration 19Q: 3 clusters Score -4305313 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -4305856.000000 Penalty: 12456.132812
	Iteration 20F: 3 clusters Score -4305856 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -4306270.500000 Penalty: 12456.132812
	Iteration 21Q: 3 clusters Score -4306270 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -4306611.500000 Penalty: 12456.132812
	Iteration 22Q: 3 clusters Score -4306612 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -4306875.500000 Penalty: 12456.132812
	Iteration 23Q: 3 clusters Score -4306876 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 24322 members 
Entering Unmasked Estep 
Score: -4307086.000000 Penalty: 12456.132812
	Iteration 24Q: 3 clusters Score -4307086 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -4307279.500000 Penalty: 12456.132812
	Iteration 25Q: 3 clusters Score -4307280 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -4307405.000000 Penalty: 12456.132812
	Iteration 26Q: 3 clusters Score -4307405 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
Score: -4307505.000000 Penalty: 12456.132812
	Iteration 27Q: 3 clusters Score -4307505 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 24751 members 
Entering Unmasked Estep 
Score: -4307585.500000 Penalty: 12456.132812
	Iteration 28Q: 3 clusters Score -4307586 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 24793 members 
Entering Unmasked Estep 
Score: -4307642.000000 Penalty: 12456.132812
	Iteration 29Q: 3 clusters Score -4307642 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 24817 members 
Entering Unmasked Estep 
Score: -4307671.500000 Penalty: 12456.132812
	Iteration 30Q: 3 clusters Score -4307672 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -4307691.000000 Penalty: 12456.132812
	Iteration 31Q: 3 clusters Score -4307691 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 24850 members 
Entering Unmasked Estep 
Score: -4307704.000000 Penalty: 12456.132812
	Iteration 32Q: 3 clusters Score -4307704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -4307716.000000 Penalty: 12456.132812
	Iteration 33Q: 3 clusters Score -4307716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -4307723.500000 Penalty: 12456.132812
	Iteration 34Q: 3 clusters Score -4307724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 24874 members 
Entering Unmasked Estep 
Score: -4307725.500000 Penalty: 12456.132812
	Iteration 35Q: 3 clusters Score -4307726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 24877 members 
Entering Unmasked Estep 
Score: -4307725.000000 Penalty: 12456.132812
	Iteration 36Q: 3 clusters Score -4307725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 24878 members 
Entering Unmasked Estep 
Score: -4307728.500000 Penalty: 12456.132812
	Iteration 37Q: 3 clusters Score -4307728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -4307732.500000 Penalty: 12456.132812
	Iteration 38Q: 3 clusters Score -4307732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -4307732.000000 Penalty: 12456.132812
	Iteration 39Q: 3 clusters Score -4307732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 24884 members 
Entering Unmasked Estep 
Score: -4307736.000000 Penalty: 12456.132812
	Iteration 40F: 3 clusters Score -4307736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
Score: -4307737.500000 Penalty: 12456.132812
	Iteration 41Q: 3 clusters Score -4307738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -4307735.500000 Penalty: 12456.132812
	Iteration 42Q: 3 clusters Score -4307736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 24884 members 
Entering Unmasked Estep 
Score: -4307741.000000 Penalty: 12456.132812
	Iteration 43Q: 3 clusters Score -4307741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 24884 members 
Entering Unmasked Estep 
Score: -4307742.000000 Penalty: 12456.132812
	Iteration 44Q: 3 clusters Score -4307742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 24884 members 
Entering Unmasked Estep 
Score: -4307742.000000 Penalty: 12456.132812
	Iteration 45F: 3 clusters Score -4307742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Entering Unmasked Estep 
Score: -278016.562500 Penalty: 4621.551270
	Iteration 0F: 2 clusters Score -278016.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -273369.781250 Penalty: 9243.102539
	Iteration 0F: 3 clusters Score -273369.8 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -274403.406250 Penalty: 9243.102539
	Iteration 1F: 3 clusters Score -274403.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -275249.343750 Penalty: 9243.102539
	Iteration 2F: 3 clusters Score -275249.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -276186.250000 Penalty: 9243.102539
	Iteration 3F: 3 clusters Score -276186.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -276944.468750 Penalty: 9243.102539
	Iteration 4F: 3 clusters Score -276944.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -277385.500000 Penalty: 9243.102539
	Iteration 5F: 3 clusters Score -277385.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -277672.875000 Penalty: 9243.102539
	Iteration 6Q: 3 clusters Score -277672.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -277863.781250 Penalty: 9243.102539
	Iteration 7Q: 3 clusters Score -277863.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -278045.218750 Penalty: 9243.102539
	Iteration 8Q: 3 clusters Score -278045.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -278194.437500 Penalty: 9243.102539
	Iteration 9Q: 3 clusters Score -278194.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -278309.562500 Penalty: 9243.102539
	Iteration 10Q: 3 clusters Score -278309.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -278431.218750 Penalty: 9243.102539
	Iteration 11Q: 3 clusters Score -278431.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -278614.250000 Penalty: 9243.102539
	Iteration 12Q: 3 clusters Score -278614.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -278864.531250 Penalty: 9243.102539
	Iteration 13Q: 3 clusters Score -278864.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -278937.906250 Penalty: 9243.102539
	Iteration 14Q: 3 clusters Score -278937.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -278969.500000 Penalty: 9243.102539
	Iteration 15Q: 3 clusters Score -278969.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -278977.781250 Penalty: 9243.102539
	Iteration 16Q: 3 clusters Score -278977.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -278981.562500 Penalty: 9243.102539
	Iteration 17Q: 3 clusters Score -278981.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -278981.562500 Penalty: 9243.102539
	Iteration 18F: 3 clusters Score -278981.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29471 members 
Mstep: Class 2 contains 25054 members 
Mstep: Class 3 contains 134955 members 
Mstep: Class 4 contains 26063 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 15530 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 93221 members 
Mstep: Class 10 contains 1135 members 
Mstep: Class 12 contains 51818 members 
Mstep: Class 13 contains 569150 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 281659 members 
Mstep: Class 18 contains 48273 members 
Mstep: Class 19 contains 20313 members 
Mstep: Class 20 contains 6607 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5157 members 
Mstep: Class 23 contains 49110 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
Score: -233323776.000000 Penalty: 190448.093750
Splitting cluster 5 changes total score from -233326912.000000 to -233323776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (15530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Entering Unmasked Estep 
Score: -2550254.250000 Penalty: 5910.948730
	Iteration 0F: 2 clusters Score -2550254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -2536537.000000 Penalty: 11821.897461
	Iteration 0F: 3 clusters Score -2536537 nChanged 6076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -2539802.500000 Penalty: 11821.897461
	Iteration 1F: 3 clusters Score -2539802 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -2540567.500000 Penalty: 11821.897461
	Iteration 2F: 3 clusters Score -2540568 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -2541374.250000 Penalty: 11821.897461
	Iteration 3F: 3 clusters Score -2541374 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -2542319.250000 Penalty: 11821.897461
	Iteration 4F: 3 clusters Score -2542319 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -2543370.250000 Penalty: 11821.897461
	Iteration 5F: 3 clusters Score -2543370 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -2544225.500000 Penalty: 11821.897461
	Iteration 6F: 3 clusters Score -2544226 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -2544784.250000 Penalty: 11821.897461
	Iteration 7F: 3 clusters Score -2544784 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -2545158.000000 Penalty: 11821.897461
	Iteration 8Q: 3 clusters Score -2545158 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -2545454.250000 Penalty: 11821.897461
	Iteration 9Q: 3 clusters Score -2545454 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -2545674.500000 Penalty: 11821.897461
	Iteration 10Q: 3 clusters Score -2545674 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -2545814.000000 Penalty: 11821.897461
	Iteration 11Q: 3 clusters Score -2545814 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -2545912.000000 Penalty: 11821.897461
	Iteration 12Q: 3 clusters Score -2545912 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -2546001.750000 Penalty: 11821.897461
	Iteration 13Q: 3 clusters Score -2546002 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -2546059.500000 Penalty: 11821.897461
	Iteration 14Q: 3 clusters Score -2546060 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -2546113.000000 Penalty: 11821.897461
	Iteration 15Q: 3 clusters Score -2546113 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -2546146.250000 Penalty: 11821.897461
	Iteration 16Q: 3 clusters Score -2546146 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -2546182.250000 Penalty: 11821.897461
	Iteration 17Q: 3 clusters Score -2546182 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -2546213.250000 Penalty: 11821.897461
	Iteration 18Q: 3 clusters Score -2546213 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -2546231.750000 Penalty: 11821.897461
	Iteration 19Q: 3 clusters Score -2546232 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -2546247.750000 Penalty: 11821.897461
	Iteration 20F: 3 clusters Score -2546248 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -2546259.500000 Penalty: 11821.897461
	Iteration 21Q: 3 clusters Score -2546260 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -2546274.500000 Penalty: 11821.897461
	Iteration 22Q: 3 clusters Score -2546274 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -2546284.500000 Penalty: 11821.897461
	Iteration 23Q: 3 clusters Score -2546284 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -2546290.250000 Penalty: 11821.897461
	Iteration 24Q: 3 clusters Score -2546290 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -2546300.250000 Penalty: 11821.897461
	Iteration 25Q: 3 clusters Score -2546300 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -2546306.750000 Penalty: 11821.897461
	Iteration 26Q: 3 clusters Score -2546307 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -2546310.500000 Penalty: 11821.897461
	Iteration 27Q: 3 clusters Score -2546310 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -2546311.250000 Penalty: 11821.897461
	Iteration 28Q: 3 clusters Score -2546311 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -2546320.000000 Penalty: 11821.897461
	Iteration 29Q: 3 clusters Score -2546320 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -2546326.500000 Penalty: 11821.897461
	Iteration 30Q: 3 clusters Score -2546326 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -2546330.250000 Penalty: 11821.897461
	Iteration 31Q: 3 clusters Score -2546330 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -2546339.750000 Penalty: 11821.897461
	Iteration 32Q: 3 clusters Score -2546340 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -2546335.250000 Penalty: 11821.897461
	Iteration 33Q: 3 clusters Score -2546335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -2546341.250000 Penalty: 11821.897461
	Iteration 34Q: 3 clusters Score -2546341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -2546344.250000 Penalty: 11821.897461
	Iteration 35Q: 3 clusters Score -2546344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -2546341.000000 Penalty: 11821.897461
	Iteration 36Q: 3 clusters Score -2546341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -2546346.000000 Penalty: 11821.897461
	Iteration 37Q: 3 clusters Score -2546346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -2546348.500000 Penalty: 11821.897461
	Iteration 38Q: 3 clusters Score -2546348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -2546354.500000 Penalty: 11821.897461
	Iteration 39Q: 3 clusters Score -2546354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -2546358.750000 Penalty: 11821.897461
	Iteration 40F: 3 clusters Score -2546359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -2546357.500000 Penalty: 11821.897461
	Iteration 41Q: 3 clusters Score -2546358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -2546359.500000 Penalty: 11821.897461
	Iteration 42Q: 3 clusters Score -2546360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -2546355.750000 Penalty: 11821.897461
	Iteration 43Q: 3 clusters Score -2546356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -2546358.500000 Penalty: 11821.897461
	Iteration 44Q: 3 clusters Score -2546358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -2546365.000000 Penalty: 11821.897461
	Iteration 45Q: 3 clusters Score -2546365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -2546360.500000 Penalty: 11821.897461
	Iteration 46Q: 3 clusters Score -2546360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -2546363.500000 Penalty: 11821.897461
	Iteration 47Q: 3 clusters Score -2546364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -2546367.250000 Penalty: 11821.897461
	Iteration 48Q: 3 clusters Score -2546367 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -2546367.250000 Penalty: 11821.897461
	Iteration 49Q: 3 clusters Score -2546367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -2546372.750000 Penalty: 11821.897461
	Iteration 50Q: 3 clusters Score -2546373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -2546372.000000 Penalty: 11821.897461
	Iteration 51Q: 3 clusters Score -2546372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -2546373.500000 Penalty: 11821.897461
	Iteration 52Q: 3 clusters Score -2546374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -2546370.000000 Penalty: 11821.897461
	Iteration 53Q: 3 clusters Score -2546370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -2546370.750000 Penalty: 11821.897461
	Iteration 54Q: 3 clusters Score -2546371 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -2546380.750000 Penalty: 11821.897461
	Iteration 55Q: 3 clusters Score -2546381 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -2546378.250000 Penalty: 11821.897461
	Iteration 56Q: 3 clusters Score -2546378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -2546381.000000 Penalty: 11821.897461
	Iteration 57Q: 3 clusters Score -2546381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -2546379.000000 Penalty: 11821.897461
	Iteration 58Q: 3 clusters Score -2546379 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -2546383.000000 Penalty: 11821.897461
	Iteration 59Q: 3 clusters Score -2546383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -2546385.250000 Penalty: 11821.897461
	Iteration 60F: 3 clusters Score -2546385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -2546388.000000 Penalty: 11821.897461
	Iteration 61Q: 3 clusters Score -2546388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -2546387.250000 Penalty: 11821.897461
	Iteration 62Q: 3 clusters Score -2546387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -2546384.750000 Penalty: 11821.897461
	Iteration 63Q: 3 clusters Score -2546385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -2546389.250000 Penalty: 11821.897461
	Iteration 64Q: 3 clusters Score -2546389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -2546394.750000 Penalty: 11821.897461
	Iteration 65Q: 3 clusters Score -2546395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -2546395.500000 Penalty: 11821.897461
	Iteration 66Q: 3 clusters Score -2546396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -2546397.750000 Penalty: 11821.897461
	Iteration 67Q: 3 clusters Score -2546398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -2546397.000000 Penalty: 11821.897461
	Iteration 68Q: 3 clusters Score -2546397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -2546397.500000 Penalty: 11821.897461
	Iteration 69Q: 3 clusters Score -2546398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -2546400.000000 Penalty: 11821.897461
	Iteration 70Q: 3 clusters Score -2546400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -2546400.000000 Penalty: 11821.897461
	Iteration 71F: 3 clusters Score -2546400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -206311.812500 Penalty: 4386.493652
	Iteration 0F: 2 clusters Score -206311.8 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 647 members 
Entering Unmasked Estep 
Score: -202016.609375 Penalty: 8772.987305
	Iteration 0F: 3 clusters Score -202016.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -202533.625000 Penalty: 8772.987305
	Iteration 1F: 3 clusters Score -202533.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -202737.187500 Penalty: 8772.987305
	Iteration 2F: 3 clusters Score -202737.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -202837.265625 Penalty: 8772.987305
	Iteration 3Q: 3 clusters Score -202837.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -202920.078125 Penalty: 8772.987305
	Iteration 4Q: 3 clusters Score -202920.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -202981.078125 Penalty: 8772.987305
	Iteration 5Q: 3 clusters Score -202981.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -203014.593750 Penalty: 8772.987305
	Iteration 6Q: 3 clusters Score -203014.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -203037.421875 Penalty: 8772.987305
	Iteration 7Q: 3 clusters Score -203037.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -203040.546875 Penalty: 8772.987305
	Iteration 8Q: 3 clusters Score -203040.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -203045.093750 Penalty: 8772.987305
	Iteration 9Q: 3 clusters Score -203045.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -203048.734375 Penalty: 8772.987305
	Iteration 10Q: 3 clusters Score -203048.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -203051.015625 Penalty: 8772.987305
	Iteration 11Q: 3 clusters Score -203051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -203056.468750 Penalty: 8772.987305
	Iteration 12Q: 3 clusters Score -203056.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -203063.375000 Penalty: 8772.987305
	Iteration 13Q: 3 clusters Score -203063.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -203069.656250 Penalty: 8772.987305
	Iteration 14Q: 3 clusters Score -203069.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -203076.906250 Penalty: 8772.987305
	Iteration 15Q: 3 clusters Score -203076.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -203076.906250 Penalty: 8772.987305
	Iteration 16F: 3 clusters Score -203076.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -1601128.625000 Penalty: 5623.119141
	Iteration 0F: 2 clusters Score -1601129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1591167.500000 Penalty: 11246.238281
	Iteration 0F: 3 clusters Score -1591168 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1593221.125000 Penalty: 11246.238281
	Iteration 1F: 3 clusters Score -1593221 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1593772.250000 Penalty: 11246.238281
	Iteration 2F: 3 clusters Score -1593772 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1594273.500000 Penalty: 11246.238281
	Iteration 3F: 3 clusters Score -1594274 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1594726.125000 Penalty: 11246.238281
	Iteration 4Q: 3 clusters Score -1594726 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1595097.250000 Penalty: 11246.238281
	Iteration 5Q: 3 clusters Score -1595097 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1595426.625000 Penalty: 11246.238281
	Iteration 6Q: 3 clusters Score -1595427 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1595691.250000 Penalty: 11246.238281
	Iteration 7Q: 3 clusters Score -1595691 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1595940.875000 Penalty: 11246.238281
	Iteration 8Q: 3 clusters Score -1595941 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1596153.125000 Penalty: 11246.238281
	Iteration 9Q: 3 clusters Score -1596153 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1596325.750000 Penalty: 11246.238281
	Iteration 10Q: 3 clusters Score -1596326 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1596463.000000 Penalty: 11246.238281
	Iteration 11Q: 3 clusters Score -1596463 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1596611.750000 Penalty: 11246.238281
	Iteration 12Q: 3 clusters Score -1596612 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1596720.500000 Penalty: 11246.238281
	Iteration 13Q: 3 clusters Score -1596720 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1596798.250000 Penalty: 11246.238281
	Iteration 14Q: 3 clusters Score -1596798 nChanged 137
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: -1596877.250000 Penalty: 11246.238281
	Iteration 15Q: 3 clusters Score -1596877 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1596943.875000 Penalty: 11246.238281
	Iteration 16Q: 3 clusters Score -1596944 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1596990.500000 Penalty: 11246.238281
	Iteration 17Q: 3 clusters Score -1596990 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1597037.250000 Penalty: 11246.238281
	Iteration 18Q: 3 clusters Score -1597037 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1597076.375000 Penalty: 11246.238281
	Iteration 19Q: 3 clusters Score -1597076 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1597113.250000 Penalty: 11246.238281
	Iteration 20F: 3 clusters Score -1597113 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1597130.625000 Penalty: 11246.238281
	Iteration 21Q: 3 clusters Score -1597131 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1597144.750000 Penalty: 11246.238281
	Iteration 22Q: 3 clusters Score -1597145 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1597163.375000 Penalty: 11246.238281
	Iteration 23Q: 3 clusters Score -1597163 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1597171.750000 Penalty: 11246.238281
	Iteration 24Q: 3 clusters Score -1597172 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1597185.125000 Penalty: 11246.238281
	Iteration 25Q: 3 clusters Score -1597185 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1597200.625000 Penalty: 11246.238281
	Iteration 26Q: 3 clusters Score -1597201 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1597209.750000 Penalty: 11246.238281
	Iteration 27Q: 3 clusters Score -1597210 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1597220.500000 Penalty: 11246.238281
	Iteration 28Q: 3 clusters Score -1597220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1597227.000000 Penalty: 11246.238281
	Iteration 29Q: 3 clusters Score -1597227 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1597231.375000 Penalty: 11246.238281
	Iteration 30Q: 3 clusters Score -1597231 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1597241.125000 Penalty: 11246.238281
	Iteration 31Q: 3 clusters Score -1597241 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1597255.125000 Penalty: 11246.238281
	Iteration 32Q: 3 clusters Score -1597255 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1597261.000000 Penalty: 11246.238281
	Iteration 33Q: 3 clusters Score -1597261 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1597262.875000 Penalty: 11246.238281
	Iteration 34Q: 3 clusters Score -1597263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1597261.875000 Penalty: 11246.238281
	Iteration 35Q: 3 clusters Score -1597262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1597271.250000 Penalty: 11246.238281
	Iteration 36Q: 3 clusters Score -1597271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1597274.125000 Penalty: 11246.238281
	Iteration 37Q: 3 clusters Score -1597274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1597274.000000 Penalty: 11246.238281
	Iteration 38Q: 3 clusters Score -1597274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1597275.125000 Penalty: 11246.238281
	Iteration 39Q: 3 clusters Score -1597275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1597272.625000 Penalty: 11246.238281
	Iteration 40F: 3 clusters Score -1597273 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (93221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93221 members 
Entering Unmasked Estep 
Score: -15748366.000000 Penalty: 7008.670898
	Iteration 0F: 2 clusters Score -1.574837e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46723 members 
Mstep: Class 2 contains 46498 members 
Entering Unmasked Estep 
Score: -15684592.000000 Penalty: 14017.341797
	Iteration 0F: 3 clusters Score -1.568459e+07 nChanged 42358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47125 members 
Mstep: Class 2 contains 46096 members 
Entering Unmasked Estep 
Score: -15707631.000000 Penalty: 14017.341797
	Iteration 1F: 3 clusters Score -1.570763e+07 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47520 members 
Mstep: Class 2 contains 45701 members 
Entering Unmasked Estep 
Score: -15708618.000000 Penalty: 14017.341797
	Iteration 2Q: 3 clusters Score -1.570862e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48115 members 
Mstep: Class 2 contains 45106 members 
Entering Unmasked Estep 
Score: -15709358.000000 Penalty: 14017.341797
	Iteration 3Q: 3 clusters Score -1.570936e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48927 members 
Mstep: Class 2 contains 44294 members 
Entering Unmasked Estep 
Score: -15710081.000000 Penalty: 14017.341797
	Iteration 4Q: 3 clusters Score -1.571008e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50100 members 
Mstep: Class 2 contains 43121 members 
Entering Unmasked Estep 
Score: -15710789.000000 Penalty: 14017.341797
	Iteration 5Q: 3 clusters Score -1.571079e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51676 members 
Mstep: Class 2 contains 41545 members 
Entering Unmasked Estep 
Score: -15711512.000000 Penalty: 14017.341797
	Iteration 6Q: 3 clusters Score -1.571151e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53801 members 
Mstep: Class 2 contains 39420 members 
Entering Unmasked Estep 
Score: -15712379.000000 Penalty: 14017.341797
	Iteration 7Q: 3 clusters Score -1.571238e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56683 members 
Mstep: Class 2 contains 36538 members 
Entering Unmasked Estep 
Score: -15713632.000000 Penalty: 14017.341797
	Iteration 8Q: 3 clusters Score -1.571363e+07 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60572 members 
Mstep: Class 2 contains 32649 members 
Entering Unmasked Estep 
Score: -15715529.000000 Penalty: 14017.341797
	Iteration 9Q: 3 clusters Score -1.571553e+07 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65711 members 
Mstep: Class 2 contains 27510 members 
Entering Unmasked Estep 
Score: -15718613.000000 Penalty: 14017.341797
	Iteration 10F: 3 clusters Score -1.571861e+07 nChanged 6449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72112 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -15723257.000000 Penalty: 14017.341797
	Iteration 11F: 3 clusters Score -1.572326e+07 nChanged 6869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78965 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -15729067.000000 Penalty: 14017.341797
	Iteration 12F: 3 clusters Score -1.572907e+07 nChanged 6171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85128 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -15734697.000000 Penalty: 14017.341797
	Iteration 13F: 3 clusters Score -1.57347e+07 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89291 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -15738586.000000 Penalty: 14017.341797
	Iteration 14Q: 3 clusters Score -1.573859e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91347 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -15740533.000000 Penalty: 14017.341797
	Iteration 15Q: 3 clusters Score -1.574053e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92147 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -15741383.000000 Penalty: 14017.341797
	Iteration 16Q: 3 clusters Score -1.574138e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92450 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -15741762.000000 Penalty: 14017.341797
	Iteration 17Q: 3 clusters Score -1.574176e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92573 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -15741969.000000 Penalty: 14017.341797
	Iteration 18Q: 3 clusters Score -1.574197e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92613 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -15742035.000000 Penalty: 14017.341797
	Iteration 19Q: 3 clusters Score -1.574204e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92641 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -15742088.000000 Penalty: 14017.341797
	Iteration 20F: 3 clusters Score -1.574209e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92657 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -15742128.000000 Penalty: 14017.341797
	Iteration 21Q: 3 clusters Score -1.574213e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92673 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -15742143.000000 Penalty: 14017.341797
	Iteration 22Q: 3 clusters Score -1.574214e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92679 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -15742152.000000 Penalty: 14017.341797
	Iteration 23Q: 3 clusters Score -1.574215e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92684 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -15742142.000000 Penalty: 14017.341797
	Iteration 24Q: 3 clusters Score -1.574214e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92691 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -15742179.000000 Penalty: 14017.341797
	Iteration 25Q: 3 clusters Score -1.574218e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92697 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -15742191.000000 Penalty: 14017.341797
	Iteration 26Q: 3 clusters Score -1.574219e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92697 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -15742189.000000 Penalty: 14017.341797
	Iteration 27Q: 3 clusters Score -1.574219e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92699 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -15742186.000000 Penalty: 14017.341797
	Iteration 28Q: 3 clusters Score -1.574219e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92702 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -15742193.000000 Penalty: 14017.341797
	Iteration 29Q: 3 clusters Score -1.574219e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92702 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -15742193.000000 Penalty: 14017.341797
	Iteration 30F: 3 clusters Score -1.574219e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (51818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51818 members 
Entering Unmasked Estep 
Score: -9010062.000000 Penalty: 6648.989258
	Iteration 0F: 2 clusters Score -9010062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 25813 members 
Entering Unmasked Estep 
Score: -8973272.000000 Penalty: 13297.978516
	Iteration 0F: 3 clusters Score -8973272 nChanged 22807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 25602 members 
Entering Unmasked Estep 
Score: -8985352.000000 Penalty: 13297.978516
	Iteration 1F: 3 clusters Score -8985352 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -8986111.000000 Penalty: 13297.978516
	Iteration 2Q: 3 clusters Score -8986111 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26474 members 
Mstep: Class 2 contains 25344 members 
Entering Unmasked Estep 
Score: -8986714.000000 Penalty: 13297.978516
	Iteration 3Q: 3 clusters Score -8986714 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26614 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -8987176.000000 Penalty: 13297.978516
	Iteration 4Q: 3 clusters Score -8987176 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 24944 members 
Entering Unmasked Estep 
Score: -8987602.000000 Penalty: 13297.978516
	Iteration 5Q: 3 clusters Score -8987602 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27263 members 
Mstep: Class 2 contains 24555 members 
Entering Unmasked Estep 
Score: -8988042.000000 Penalty: 13297.978516
	Iteration 6Q: 3 clusters Score -8988042 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27748 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -8988484.000000 Penalty: 13297.978516
	Iteration 7Q: 3 clusters Score -8988484 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28400 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -8989072.000000 Penalty: 13297.978516
	Iteration 8Q: 3 clusters Score -8989072 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29244 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -8989709.000000 Penalty: 13297.978516
	Iteration 9Q: 3 clusters Score -8989709 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30271 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -8990481.000000 Penalty: 13297.978516
	Iteration 10Q: 3 clusters Score -8990481 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31668 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -8991474.000000 Penalty: 13297.978516
	Iteration 11Q: 3 clusters Score -8991474 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33440 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -8992659.000000 Penalty: 13297.978516
	Iteration 12Q: 3 clusters Score -8992659 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35572 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -8994235.000000 Penalty: 13297.978516
	Iteration 13Q: 3 clusters Score -8994235 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37991 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -8996074.000000 Penalty: 13297.978516
	Iteration 14F: 3 clusters Score -8996074 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40415 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -8997910.000000 Penalty: 13297.978516
	Iteration 15F: 3 clusters Score -8997910 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42666 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -8999552.000000 Penalty: 13297.978516
	Iteration 16Q: 3 clusters Score -8999552 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44473 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -9000907.000000 Penalty: 13297.978516
	Iteration 17Q: 3 clusters Score -9000907 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45810 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -9001826.000000 Penalty: 13297.978516
	Iteration 18Q: 3 clusters Score -9001826 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46783 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -9002487.000000 Penalty: 13297.978516
	Iteration 19Q: 3 clusters Score -9002487 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47505 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -9002937.000000 Penalty: 13297.978516
	Iteration 20F: 3 clusters Score -9002937 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48061 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -9003256.000000 Penalty: 13297.978516
	Iteration 21Q: 3 clusters Score -9003256 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48489 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -9003521.000000 Penalty: 13297.978516
	Iteration 22Q: 3 clusters Score -9003521 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48807 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -9003750.000000 Penalty: 13297.978516
	Iteration 23Q: 3 clusters Score -9003750 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49062 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -9003906.000000 Penalty: 13297.978516
	Iteration 24Q: 3 clusters Score -9003906 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49267 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -9004069.000000 Penalty: 13297.978516
	Iteration 25Q: 3 clusters Score -9004069 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49419 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -9004211.000000 Penalty: 13297.978516
	Iteration 26Q: 3 clusters Score -9004211 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49549 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -9004329.000000 Penalty: 13297.978516
	Iteration 27Q: 3 clusters Score -9004329 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49642 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -9004412.000000 Penalty: 13297.978516
	Iteration 28Q: 3 clusters Score -9004412 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49742 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -9004499.000000 Penalty: 13297.978516
	Iteration 29Q: 3 clusters Score -9004499 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49809 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -9004560.000000 Penalty: 13297.978516
	Iteration 30Q: 3 clusters Score -9004560 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49876 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -9004623.000000 Penalty: 13297.978516
	Iteration 31Q: 3 clusters Score -9004623 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49910 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -9004635.000000 Penalty: 13297.978516
	Iteration 32Q: 3 clusters Score -9004635 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49925 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -9004659.000000 Penalty: 13297.978516
	Iteration 33Q: 3 clusters Score -9004659 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49944 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -9004677.000000 Penalty: 13297.978516
	Iteration 34Q: 3 clusters Score -9004677 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49960 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -9004681.000000 Penalty: 13297.978516
	Iteration 35Q: 3 clusters Score -9004681 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49971 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -9004707.000000 Penalty: 13297.978516
	Iteration 36Q: 3 clusters Score -9004707 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49980 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -9004716.000000 Penalty: 13297.978516
	Iteration 37Q: 3 clusters Score -9004716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49989 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -9004723.000000 Penalty: 13297.978516
	Iteration 38Q: 3 clusters Score -9004723 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49990 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -9004724.000000 Penalty: 13297.978516
	Iteration 39Q: 3 clusters Score -9004724 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49997 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -9004735.000000 Penalty: 13297.978516
	Iteration 40F: 3 clusters Score -9004735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50002 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -9004737.000000 Penalty: 13297.978516
	Iteration 41Q: 3 clusters Score -9004737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50007 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -9004738.000000 Penalty: 13297.978516
	Iteration 42Q: 3 clusters Score -9004738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50008 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -9004735.000000 Penalty: 13297.978516
	Iteration 43Q: 3 clusters Score -9004735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50007 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -9004737.000000 Penalty: 13297.978516
	Iteration 44Q: 3 clusters Score -9004737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50007 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -9004737.000000 Penalty: 13297.978516
	Iteration 45F: 3 clusters Score -9004737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (569150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569150 members 
Entering Unmasked Estep 
Score: -97587552.000000 Penalty: 8116.788574
	Iteration 0F: 2 clusters Score -9.758755e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284096 members 
Mstep: Class 2 contains 285054 members 
Entering Unmasked Estep 
Score: -97260552.000000 Penalty: 16233.577148
	Iteration 0F: 3 clusters Score -9.726055e+07 nChanged 274102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272670 members 
Mstep: Class 2 contains 296480 members 
Entering Unmasked Estep 
Score: -97420096.000000 Penalty: 16233.577148
	Iteration 1F: 3 clusters Score -9.74201e+07 nChanged 14609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265319 members 
Mstep: Class 2 contains 303831 members 
Entering Unmasked Estep 
Score: -97422992.000000 Penalty: 16233.577148
	Iteration 2Q: 3 clusters Score -9.742299e+07 nChanged 17037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253880 members 
Mstep: Class 2 contains 315270 members 
Entering Unmasked Estep 
Score: -97427320.000000 Penalty: 16233.577148
	Iteration 3Q: 3 clusters Score -9.742732e+07 nChanged 21553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236343 members 
Mstep: Class 2 contains 332807 members 
Entering Unmasked Estep 
Score: -97435176.000000 Penalty: 16233.577148
	Iteration 4Q: 3 clusters Score -9.743518e+07 nChanged 28857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210370 members 
Mstep: Class 2 contains 358780 members 
Entering Unmasked Estep 
Score: -97449392.000000 Penalty: 16233.577148
	Iteration 5F: 3 clusters Score -9.744939e+07 nChanged 38805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173341 members 
Mstep: Class 2 contains 395809 members 
Entering Unmasked Estep 
Score: -97474504.000000 Penalty: 16233.577148
	Iteration 6F: 3 clusters Score -9.74745e+07 nChanged 48174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125927 members 
Mstep: Class 2 contains 443223 members 
Entering Unmasked Estep 
Score: -97509328.000000 Penalty: 16233.577148
	Iteration 7F: 3 clusters Score -9.750933e+07 nChanged 51315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74786 members 
Mstep: Class 2 contains 494364 members 
Entering Unmasked Estep 
Score: -97539584.000000 Penalty: 16233.577148
	Iteration 8F: 3 clusters Score -9.753958e+07 nChanged 40277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34557 members 
Mstep: Class 2 contains 534593 members 
Entering Unmasked Estep 
Score: -97561288.000000 Penalty: 16233.577148
	Iteration 9F: 3 clusters Score -9.756129e+07 nChanged 21848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 556425 members 
Entering Unmasked Estep 
Score: -97572920.000000 Penalty: 16233.577148
	Iteration 10Q: 3 clusters Score -9.757292e+07 nChanged 8436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 564841 members 
Entering Unmasked Estep 
Score: -97577528.000000 Penalty: 16233.577148
	Iteration 11Q: 3 clusters Score -9.757753e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 567365 members 
Entering Unmasked Estep 
Score: -97579152.000000 Penalty: 16233.577148
	Iteration 12Q: 3 clusters Score -9.757915e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 568061 members 
Entering Unmasked Estep 
Score: -97579696.000000 Penalty: 16233.577148
	Iteration 13Q: 3 clusters Score -9.75797e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 568289 members 
Entering Unmasked Estep 
Score: -97579912.000000 Penalty: 16233.577148
	Iteration 14Q: 3 clusters Score -9.757991e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 568381 members 
Entering Unmasked Estep 
Score: -97580168.000000 Penalty: 16233.577148
	Iteration 15Q: 3 clusters Score -9.758017e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 568449 members 
Entering Unmasked Estep 
Score: -97580256.000000 Penalty: 16233.577148
	Iteration 16Q: 3 clusters Score -9.758026e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 568482 members 
Entering Unmasked Estep 
Score: -97580288.000000 Penalty: 16233.577148
	Iteration 17Q: 3 clusters Score -9.758029e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 568502 members 
Entering Unmasked Estep 
Score: -97580400.000000 Penalty: 16233.577148
	Iteration 18Q: 3 clusters Score -9.75804e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 568510 members 
Entering Unmasked Estep 
Score: -97580392.000000 Penalty: 16233.577148
	Iteration 19Q: 3 clusters Score -9.758039e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 568522 members 
Entering Unmasked Estep 
Score: -97580424.000000 Penalty: 16233.577148
	Iteration 20F: 3 clusters Score -9.758042e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 568524 members 
Entering Unmasked Estep 
Score: -97580408.000000 Penalty: 16233.577148
	Iteration 21Q: 3 clusters Score -9.758041e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 568526 members 
Entering Unmasked Estep 
Score: -97580464.000000 Penalty: 16233.577148
	Iteration 22Q: 3 clusters Score -9.758046e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 568532 members 
Entering Unmasked Estep 
Score: -97580480.000000 Penalty: 16233.577148
	Iteration 23Q: 3 clusters Score -9.758048e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 568534 members 
Entering Unmasked Estep 
Score: -97580416.000000 Penalty: 16233.577148
	Iteration 24Q: 3 clusters Score -9.758042e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 568534 members 
Entering Unmasked Estep 
Score: -97580432.000000 Penalty: 16233.577148
	Iteration 25Q: 3 clusters Score -9.758043e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 568534 members 
Entering Unmasked Estep 
Score: -97580432.000000 Penalty: 16233.577148
	Iteration 26F: 3 clusters Score -9.758043e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Entering Unmasked Estep 
Score: -204150.687500 Penalty: 4413.906250
	Iteration 0F: 2 clusters Score -204150.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -199846.421875 Penalty: 8827.812500
	Iteration 0F: 3 clusters Score -199846.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -200360.406250 Penalty: 8827.812500
	Iteration 1F: 3 clusters Score -200360.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -200567.968750 Penalty: 8827.812500
	Iteration 2F: 3 clusters Score -200568 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -200704.828125 Penalty: 8827.812500
	Iteration 3Q: 3 clusters Score -200704.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -200844.531250 Penalty: 8827.812500
	Iteration 4Q: 3 clusters Score -200844.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -200963.031250 Penalty: 8827.812500
	Iteration 5Q: 3 clusters Score -200963 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -201092.578125 Penalty: 8827.812500
	Iteration 6Q: 3 clusters Score -201092.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -201208.718750 Penalty: 8827.812500
	Iteration 7Q: 3 clusters Score -201208.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -201272.484375 Penalty: 8827.812500
	Iteration 8Q: 3 clusters Score -201272.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -201338.296875 Penalty: 8827.812500
	Iteration 9Q: 3 clusters Score -201338.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -201399.937500 Penalty: 8827.812500
	Iteration 10Q: 3 clusters Score -201399.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -201478.218750 Penalty: 8827.812500
	Iteration 11Q: 3 clusters Score -201478.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -201584.703125 Penalty: 8827.812500
	Iteration 12Q: 3 clusters Score -201584.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -201744.218750 Penalty: 8827.812500
	Iteration 13Q: 3 clusters Score -201744.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -202055.046875 Penalty: 8827.812500
	Iteration 14Q: 3 clusters Score -202055 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -202460.906250 Penalty: 8827.812500
	Iteration 15Q: 3 clusters Score -202460.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -202758.625000 Penalty: 8827.812500
	Iteration 16Q: 3 clusters Score -202758.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -202927.640625 Penalty: 8827.812500
	Iteration 17Q: 3 clusters Score -202927.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -203042.500000 Penalty: 8827.812500
	Iteration 18Q: 3 clusters Score -203042.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -203112.078125 Penalty: 8827.812500
	Iteration 19Q: 3 clusters Score -203112.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -203198.890625 Penalty: 8827.812500
	Iteration 20F: 3 clusters Score -203198.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -203290.390625 Penalty: 8827.812500
	Iteration 21Q: 3 clusters Score -203290.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -203325.531250 Penalty: 8827.812500
	Iteration 22Q: 3 clusters Score -203325.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -203360.718750 Penalty: 8827.812500
	Iteration 23Q: 3 clusters Score -203360.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -203385.046875 Penalty: 8827.812500
	Iteration 24Q: 3 clusters Score -203385 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -203423.437500 Penalty: 8827.812500
	Iteration 25Q: 3 clusters Score -203423.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -203446.734375 Penalty: 8827.812500
	Iteration 26Q: 3 clusters Score -203446.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -203466.718750 Penalty: 8827.812500
	Iteration 27Q: 3 clusters Score -203466.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -203501.000000 Penalty: 8827.812500
	Iteration 28Q: 3 clusters Score -203501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -203525.890625 Penalty: 8827.812500
	Iteration 29Q: 3 clusters Score -203525.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -203537.406250 Penalty: 8827.812500
	Iteration 30Q: 3 clusters Score -203537.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -203545.625000 Penalty: 8827.812500
	Iteration 31Q: 3 clusters Score -203545.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -203552.078125 Penalty: 8827.812500
	Iteration 32Q: 3 clusters Score -203552.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -203553.859375 Penalty: 8827.812500
	Iteration 33Q: 3 clusters Score -203553.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -203553.859375 Penalty: 8827.812500
	Iteration 34F: 3 clusters Score -203553.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Entering Unmasked Estep 
Score: -200465.375000 Penalty: 4397.326172
	Iteration 0F: 2 clusters Score -200465.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -196086.562500 Penalty: 8794.652344
	Iteration 0F: 3 clusters Score -196086.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -196622.578125 Penalty: 8794.652344
	Iteration 1F: 3 clusters Score -196622.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -196857.937500 Penalty: 8794.652344
	Iteration 2F: 3 clusters Score -196857.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -197294.140625 Penalty: 8794.652344
	Iteration 3Q: 3 clusters Score -197294.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -197854.515625 Penalty: 8794.652344
	Iteration 4Q: 3 clusters Score -197854.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -198115.703125 Penalty: 8794.652344
	Iteration 5Q: 3 clusters Score -198115.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -198378.281250 Penalty: 8794.652344
	Iteration 6Q: 3 clusters Score -198378.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -198768.500000 Penalty: 8794.652344
	Iteration 7Q: 3 clusters Score -198768.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -199017.843750 Penalty: 8794.652344
	Iteration 8Q: 3 clusters Score -199017.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -199182.484375 Penalty: 8794.652344
	Iteration 9Q: 3 clusters Score -199182.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -199272.265625 Penalty: 8794.652344
	Iteration 10Q: 3 clusters Score -199272.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -199389.828125 Penalty: 8794.652344
	Iteration 11Q: 3 clusters Score -199389.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -199462.968750 Penalty: 8794.652344
	Iteration 12Q: 3 clusters Score -199463 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -199515.812500 Penalty: 8794.652344
	Iteration 13Q: 3 clusters Score -199515.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -199565.015625 Penalty: 8794.652344
	Iteration 14Q: 3 clusters Score -199565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -199581.796875 Penalty: 8794.652344
	Iteration 15Q: 3 clusters Score -199581.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -199595.640625 Penalty: 8794.652344
	Iteration 16Q: 3 clusters Score -199595.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -199611.640625 Penalty: 8794.652344
	Iteration 17Q: 3 clusters Score -199611.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -199628.781250 Penalty: 8794.652344
	Iteration 18Q: 3 clusters Score -199628.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -199647.890625 Penalty: 8794.652344
	Iteration 19Q: 3 clusters Score -199647.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -199659.968750 Penalty: 8794.652344
	Iteration 20F: 3 clusters Score -199660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -199666.781250 Penalty: 8794.652344
	Iteration 21Q: 3 clusters Score -199666.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -199666.781250 Penalty: 8794.652344
	Iteration 22F: 3 clusters Score -199666.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (281659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281659 members 
Entering Unmasked Estep 
Score: -48499000.000000 Penalty: 7685.927246
	Iteration 0F: 2 clusters Score -4.8499e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140903 members 
Mstep: Class 2 contains 140756 members 
Entering Unmasked Estep 
Score: -48315248.000000 Penalty: 15371.854492
	Iteration 0F: 3 clusters Score -4.831525e+07 nChanged 133791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140918 members 
Mstep: Class 2 contains 140741 members 
Entering Unmasked Estep 
Score: -48391392.000000 Penalty: 15371.854492
	Iteration 1F: 3 clusters Score -4.839139e+07 nChanged 7744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140964 members 
Mstep: Class 2 contains 140695 members 
Entering Unmasked Estep 
Score: -48393052.000000 Penalty: 15371.854492
	Iteration 2Q: 3 clusters Score -4.839305e+07 nChanged 7561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141149 members 
Mstep: Class 2 contains 140510 members 
Entering Unmasked Estep 
Score: -48394336.000000 Penalty: 15371.854492
	Iteration 3Q: 3 clusters Score -4.839434e+07 nChanged 7520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141415 members 
Mstep: Class 2 contains 140244 members 
Entering Unmasked Estep 
Score: -48395728.000000 Penalty: 15371.854492
	Iteration 4Q: 3 clusters Score -4.839573e+07 nChanged 7880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141803 members 
Mstep: Class 2 contains 139856 members 
Entering Unmasked Estep 
Score: -48397564.000000 Penalty: 15371.854492
	Iteration 5Q: 3 clusters Score -4.839756e+07 nChanged 8567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142276 members 
Mstep: Class 2 contains 139383 members 
Entering Unmasked Estep 
Score: -48399736.000000 Penalty: 15371.854492
	Iteration 6Q: 3 clusters Score -4.839974e+07 nChanged 9361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142943 members 
Mstep: Class 2 contains 138716 members 
Entering Unmasked Estep 
Score: -48402760.000000 Penalty: 15371.854492
	Iteration 7Q: 3 clusters Score -4.840276e+07 nChanged 10475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143872 members 
Mstep: Class 2 contains 137787 members 
Entering Unmasked Estep 
Score: -48406816.000000 Penalty: 15371.854492
	Iteration 8Q: 3 clusters Score -4.840682e+07 nChanged 12214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145364 members 
Mstep: Class 2 contains 136295 members 
Entering Unmasked Estep 
Score: -48412532.000000 Penalty: 15371.854492
	Iteration 9Q: 3 clusters Score -4.841253e+07 nChanged 14103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147641 members 
Mstep: Class 2 contains 134018 members 
Entering Unmasked Estep 
Score: -48420108.000000 Penalty: 15371.854492
	Iteration 10F: 3 clusters Score -4.842011e+07 nChanged 15261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150646 members 
Mstep: Class 2 contains 131013 members 
Entering Unmasked Estep 
Score: -48428560.000000 Penalty: 15371.854492
	Iteration 11F: 3 clusters Score -4.842856e+07 nChanged 15905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154119 members 
Mstep: Class 2 contains 127540 members 
Entering Unmasked Estep 
Score: -48438304.000000 Penalty: 15371.854492
	Iteration 12F: 3 clusters Score -4.84383e+07 nChanged 15641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157798 members 
Mstep: Class 2 contains 123861 members 
Entering Unmasked Estep 
Score: -48447764.000000 Penalty: 15371.854492
	Iteration 13F: 3 clusters Score -4.844776e+07 nChanged 13962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161308 members 
Mstep: Class 2 contains 120351 members 
Entering Unmasked Estep 
Score: -48454340.000000 Penalty: 15371.854492
	Iteration 14Q: 3 clusters Score -4.845434e+07 nChanged 11005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164453 members 
Mstep: Class 2 contains 117206 members 
Entering Unmasked Estep 
Score: -48458200.000000 Penalty: 15371.854492
	Iteration 15Q: 3 clusters Score -4.84582e+07 nChanged 7867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167370 members 
Mstep: Class 2 contains 114289 members 
Entering Unmasked Estep 
Score: -48460412.000000 Penalty: 15371.854492
	Iteration 16Q: 3 clusters Score -4.846041e+07 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170155 members 
Mstep: Class 2 contains 111504 members 
Entering Unmasked Estep 
Score: -48461764.000000 Penalty: 15371.854492
	Iteration 17Q: 3 clusters Score -4.846176e+07 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172947 members 
Mstep: Class 2 contains 108712 members 
Entering Unmasked Estep 
Score: -48462572.000000 Penalty: 15371.854492
	Iteration 18Q: 3 clusters Score -4.846257e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175747 members 
Mstep: Class 2 contains 105912 members 
Entering Unmasked Estep 
Score: -48463328.000000 Penalty: 15371.854492
	Iteration 19Q: 3 clusters Score -4.846333e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178609 members 
Mstep: Class 2 contains 103050 members 
Entering Unmasked Estep 
Score: -48463812.000000 Penalty: 15371.854492
	Iteration 20F: 3 clusters Score -4.846381e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181420 members 
Mstep: Class 2 contains 100239 members 
Entering Unmasked Estep 
Score: -48464344.000000 Penalty: 15371.854492
	Iteration 21Q: 3 clusters Score -4.846434e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184337 members 
Mstep: Class 2 contains 97322 members 
Entering Unmasked Estep 
Score: -48464976.000000 Penalty: 15371.854492
	Iteration 22Q: 3 clusters Score -4.846498e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187231 members 
Mstep: Class 2 contains 94428 members 
Entering Unmasked Estep 
Score: -48465708.000000 Penalty: 15371.854492
	Iteration 23Q: 3 clusters Score -4.846571e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190091 members 
Mstep: Class 2 contains 91568 members 
Entering Unmasked Estep 
Score: -48466260.000000 Penalty: 15371.854492
	Iteration 24Q: 3 clusters Score -4.846626e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193016 members 
Mstep: Class 2 contains 88643 members 
Entering Unmasked Estep 
Score: -48466808.000000 Penalty: 15371.854492
	Iteration 25Q: 3 clusters Score -4.846681e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195976 members 
Mstep: Class 2 contains 85683 members 
Entering Unmasked Estep 
Score: -48467384.000000 Penalty: 15371.854492
	Iteration 26Q: 3 clusters Score -4.846738e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198878 members 
Mstep: Class 2 contains 82781 members 
Entering Unmasked Estep 
Score: -48467664.000000 Penalty: 15371.854492
	Iteration 27Q: 3 clusters Score -4.846766e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201730 members 
Mstep: Class 2 contains 79929 members 
Entering Unmasked Estep 
Score: -48468432.000000 Penalty: 15371.854492
	Iteration 28Q: 3 clusters Score -4.846843e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204590 members 
Mstep: Class 2 contains 77069 members 
Entering Unmasked Estep 
Score: -48469060.000000 Penalty: 15371.854492
	Iteration 29Q: 3 clusters Score -4.846906e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207457 members 
Mstep: Class 2 contains 74202 members 
Entering Unmasked Estep 
Score: -48469732.000000 Penalty: 15371.854492
	Iteration 30Q: 3 clusters Score -4.846973e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210332 members 
Mstep: Class 2 contains 71327 members 
Entering Unmasked Estep 
Score: -48470384.000000 Penalty: 15371.854492
	Iteration 31Q: 3 clusters Score -4.847038e+07 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213305 members 
Mstep: Class 2 contains 68354 members 
Entering Unmasked Estep 
Score: -48471156.000000 Penalty: 15371.854492
	Iteration 32Q: 3 clusters Score -4.847116e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216327 members 
Mstep: Class 2 contains 65332 members 
Entering Unmasked Estep 
Score: -48471948.000000 Penalty: 15371.854492
	Iteration 33Q: 3 clusters Score -4.847195e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219341 members 
Mstep: Class 2 contains 62318 members 
Entering Unmasked Estep 
Score: -48472796.000000 Penalty: 15371.854492
	Iteration 34Q: 3 clusters Score -4.84728e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222295 members 
Mstep: Class 2 contains 59364 members 
Entering Unmasked Estep 
Score: -48473344.000000 Penalty: 15371.854492
	Iteration 35Q: 3 clusters Score -4.847334e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225172 members 
Mstep: Class 2 contains 56487 members 
Entering Unmasked Estep 
Score: -48474056.000000 Penalty: 15371.854492
	Iteration 36Q: 3 clusters Score -4.847406e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228048 members 
Mstep: Class 2 contains 53611 members 
Entering Unmasked Estep 
Score: -48474920.000000 Penalty: 15371.854492
	Iteration 37Q: 3 clusters Score -4.847492e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231007 members 
Mstep: Class 2 contains 50652 members 
Entering Unmasked Estep 
Score: -48475692.000000 Penalty: 15371.854492
	Iteration 38Q: 3 clusters Score -4.847569e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233916 members 
Mstep: Class 2 contains 47743 members 
Entering Unmasked Estep 
Score: -48476320.000000 Penalty: 15371.854492
	Iteration 39Q: 3 clusters Score -4.847632e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236777 members 
Mstep: Class 2 contains 44882 members 
Entering Unmasked Estep 
Score: -48477184.000000 Penalty: 15371.854492
	Iteration 40F: 3 clusters Score -4.847718e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239638 members 
Mstep: Class 2 contains 42021 members 
Entering Unmasked Estep 
Score: -48477972.000000 Penalty: 15371.854492
	Iteration 41Q: 3 clusters Score -4.847797e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242370 members 
Mstep: Class 2 contains 39289 members 
Entering Unmasked Estep 
Score: -48478668.000000 Penalty: 15371.854492
	Iteration 42Q: 3 clusters Score -4.847867e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245054 members 
Mstep: Class 2 contains 36605 members 
Entering Unmasked Estep 
Score: -48479444.000000 Penalty: 15371.854492
	Iteration 43Q: 3 clusters Score -4.847944e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247603 members 
Mstep: Class 2 contains 34056 members 
Entering Unmasked Estep 
Score: -48480080.000000 Penalty: 15371.854492
	Iteration 44Q: 3 clusters Score -4.848008e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250123 members 
Mstep: Class 2 contains 31536 members 
Entering Unmasked Estep 
Score: -48480876.000000 Penalty: 15371.854492
	Iteration 45Q: 3 clusters Score -4.848088e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252560 members 
Mstep: Class 2 contains 29099 members 
Entering Unmasked Estep 
Score: -48481684.000000 Penalty: 15371.854492
	Iteration 46Q: 3 clusters Score -4.848168e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254926 members 
Mstep: Class 2 contains 26733 members 
Entering Unmasked Estep 
Score: -48482448.000000 Penalty: 15371.854492
	Iteration 47Q: 3 clusters Score -4.848245e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257128 members 
Mstep: Class 2 contains 24531 members 
Entering Unmasked Estep 
Score: -48483176.000000 Penalty: 15371.854492
	Iteration 48Q: 3 clusters Score -4.848318e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259147 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -48483928.000000 Penalty: 15371.854492
	Iteration 49Q: 3 clusters Score -4.848393e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261040 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -48484772.000000 Penalty: 15371.854492
	Iteration 50Q: 3 clusters Score -4.848477e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262795 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -48485412.000000 Penalty: 15371.854492
	Iteration 51Q: 3 clusters Score -4.848541e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264447 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -48485968.000000 Penalty: 15371.854492
	Iteration 52Q: 3 clusters Score -4.848597e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265986 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -48486716.000000 Penalty: 15371.854492
	Iteration 53Q: 3 clusters Score -4.848672e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267408 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -48487300.000000 Penalty: 15371.854492
	Iteration 54Q: 3 clusters Score -4.84873e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268701 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -48487952.000000 Penalty: 15371.854492
	Iteration 55Q: 3 clusters Score -4.848795e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269846 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -48488392.000000 Penalty: 15371.854492
	Iteration 56Q: 3 clusters Score -4.848839e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270826 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -48488828.000000 Penalty: 15371.854492
	Iteration 57Q: 3 clusters Score -4.848883e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271747 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -48489216.000000 Penalty: 15371.854492
	Iteration 58Q: 3 clusters Score -4.848922e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272538 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -48489648.000000 Penalty: 15371.854492
	Iteration 59Q: 3 clusters Score -4.848965e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273217 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -48490124.000000 Penalty: 15371.854492
	Iteration 60F: 3 clusters Score -4.849012e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273810 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -48490388.000000 Penalty: 15371.854492
	Iteration 61Q: 3 clusters Score -4.849039e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274340 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -48490628.000000 Penalty: 15371.854492
	Iteration 62Q: 3 clusters Score -4.849063e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274832 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -48490816.000000 Penalty: 15371.854492
	Iteration 63Q: 3 clusters Score -4.849082e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275241 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -48491088.000000 Penalty: 15371.854492
	Iteration 64Q: 3 clusters Score -4.849109e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275592 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -48491192.000000 Penalty: 15371.854492
	Iteration 65Q: 3 clusters Score -4.849119e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275911 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -48491300.000000 Penalty: 15371.854492
	Iteration 66Q: 3 clusters Score -4.84913e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276161 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -48491468.000000 Penalty: 15371.854492
	Iteration 67Q: 3 clusters Score -4.849147e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276390 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -48491516.000000 Penalty: 15371.854492
	Iteration 68Q: 3 clusters Score -4.849152e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276572 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -48491552.000000 Penalty: 15371.854492
	Iteration 69Q: 3 clusters Score -4.849155e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276734 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -48491644.000000 Penalty: 15371.854492
	Iteration 70Q: 3 clusters Score -4.849164e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276873 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -48491756.000000 Penalty: 15371.854492
	Iteration 71Q: 3 clusters Score -4.849176e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276993 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -48491760.000000 Penalty: 15371.854492
	Iteration 72Q: 3 clusters Score -4.849176e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277086 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -48491864.000000 Penalty: 15371.854492
	Iteration 73Q: 3 clusters Score -4.849186e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277158 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -48491868.000000 Penalty: 15371.854492
	Iteration 74Q: 3 clusters Score -4.849187e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277217 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -48491944.000000 Penalty: 15371.854492
	Iteration 75Q: 3 clusters Score -4.849194e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277296 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -48491932.000000 Penalty: 15371.854492
	Iteration 76Q: 3 clusters Score -4.849193e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277375 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -48491948.000000 Penalty: 15371.854492
	Iteration 77Q: 3 clusters Score -4.849195e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277451 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -48491968.000000 Penalty: 15371.854492
	Iteration 78Q: 3 clusters Score -4.849197e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277529 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -48492020.000000 Penalty: 15371.854492
	Iteration 79Q: 3 clusters Score -4.849202e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277587 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -48492024.000000 Penalty: 15371.854492
	Iteration 80F: 3 clusters Score -4.849202e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277645 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -48492072.000000 Penalty: 15371.854492
	Iteration 81Q: 3 clusters Score -4.849207e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277696 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -48492104.000000 Penalty: 15371.854492
	Iteration 82Q: 3 clusters Score -4.84921e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277738 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -48492096.000000 Penalty: 15371.854492
	Iteration 83Q: 3 clusters Score -4.84921e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277775 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -48492108.000000 Penalty: 15371.854492
	Iteration 84Q: 3 clusters Score -4.849211e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277803 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -48492092.000000 Penalty: 15371.854492
	Iteration 85Q: 3 clusters Score -4.849209e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277834 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -48492056.000000 Penalty: 15371.854492
	Iteration 86Q: 3 clusters Score -4.849206e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277863 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -48492076.000000 Penalty: 15371.854492
	Iteration 87Q: 3 clusters Score -4.849208e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277893 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -48492100.000000 Penalty: 15371.854492
	Iteration 88Q: 3 clusters Score -4.84921e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277924 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -48492112.000000 Penalty: 15371.854492
	Iteration 89Q: 3 clusters Score -4.849211e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277959 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -48492152.000000 Penalty: 15371.854492
	Iteration 90Q: 3 clusters Score -4.849215e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277986 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -48492132.000000 Penalty: 15371.854492
	Iteration 91Q: 3 clusters Score -4.849213e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277999 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -48492204.000000 Penalty: 15371.854492
	Iteration 92Q: 3 clusters Score -4.84922e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278019 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -48492204.000000 Penalty: 15371.854492
	Iteration 93Q: 3 clusters Score -4.84922e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278033 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -48492248.000000 Penalty: 15371.854492
	Iteration 94Q: 3 clusters Score -4.849225e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278049 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -48492188.000000 Penalty: 15371.854492
	Iteration 95Q: 3 clusters Score -4.849219e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278068 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -48492208.000000 Penalty: 15371.854492
	Iteration 96Q: 3 clusters Score -4.849221e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278087 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -48492232.000000 Penalty: 15371.854492
	Iteration 97Q: 3 clusters Score -4.849223e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278102 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -48492272.000000 Penalty: 15371.854492
	Iteration 98Q: 3 clusters Score -4.849227e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278119 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -48492280.000000 Penalty: 15371.854492
	Iteration 99Q: 3 clusters Score -4.849228e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278131 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -48492260.000000 Penalty: 15371.854492
	Iteration 100F: 3 clusters Score -4.849226e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278148 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -48492280.000000 Penalty: 15371.854492
	Iteration 101Q: 3 clusters Score -4.849228e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278163 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -48492244.000000 Penalty: 15371.854492
	Iteration 102Q: 3 clusters Score -4.849224e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278176 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -48492256.000000 Penalty: 15371.854492
	Iteration 103Q: 3 clusters Score -4.849226e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278186 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -48492228.000000 Penalty: 15371.854492
	Iteration 104Q: 3 clusters Score -4.849223e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278194 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -48492236.000000 Penalty: 15371.854492
	Iteration 105Q: 3 clusters Score -4.849224e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278210 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -48492256.000000 Penalty: 15371.854492
	Iteration 106Q: 3 clusters Score -4.849226e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278224 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -48492280.000000 Penalty: 15371.854492
	Iteration 107Q: 3 clusters Score -4.849228e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278234 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -48492284.000000 Penalty: 15371.854492
	Iteration 108Q: 3 clusters Score -4.849228e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278235 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -48492316.000000 Penalty: 15371.854492
	Iteration 109Q: 3 clusters Score -4.849232e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278237 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -48492324.000000 Penalty: 15371.854492
	Iteration 110Q: 3 clusters Score -4.849232e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278241 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -48492320.000000 Penalty: 15371.854492
	Iteration 111Q: 3 clusters Score -4.849232e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278243 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -48492300.000000 Penalty: 15371.854492
	Iteration 112Q: 3 clusters Score -4.84923e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278248 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -48492284.000000 Penalty: 15371.854492
	Iteration 113Q: 3 clusters Score -4.849228e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278252 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -48492304.000000 Penalty: 15371.854492
	Iteration 114Q: 3 clusters Score -4.84923e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278258 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -48492316.000000 Penalty: 15371.854492
	Iteration 115Q: 3 clusters Score -4.849232e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278263 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -48492292.000000 Penalty: 15371.854492
	Iteration 116Q: 3 clusters Score -4.849229e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278269 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -48492308.000000 Penalty: 15371.854492
	Iteration 117Q: 3 clusters Score -4.849231e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278270 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -48492284.000000 Penalty: 15371.854492
	Iteration 118Q: 3 clusters Score -4.849228e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278275 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -48492304.000000 Penalty: 15371.854492
	Iteration 119Q: 3 clusters Score -4.84923e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278276 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -48492344.000000 Penalty: 15371.854492
	Iteration 120F: 3 clusters Score -4.849234e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278275 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -48492364.000000 Penalty: 15371.854492
	Iteration 121Q: 3 clusters Score -4.849236e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278277 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -48492344.000000 Penalty: 15371.854492
	Iteration 122Q: 3 clusters Score -4.849234e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278278 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -48492336.000000 Penalty: 15371.854492
	Iteration 123Q: 3 clusters Score -4.849234e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278280 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -48492376.000000 Penalty: 15371.854492
	Iteration 124Q: 3 clusters Score -4.849238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278280 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -48492348.000000 Penalty: 15371.854492
	Iteration 125Q: 3 clusters Score -4.849235e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278279 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -48492332.000000 Penalty: 15371.854492
	Iteration 126Q: 3 clusters Score -4.849233e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278279 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -48492332.000000 Penalty: 15371.854492
	Iteration 127F: 3 clusters Score -4.849233e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (48273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48273 members 
Entering Unmasked Estep 
Score: -8440266.000000 Penalty: 6605.584473
	Iteration 0F: 2 clusters Score -8440266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
Score: -8405621.000000 Penalty: 13211.168945
	Iteration 0F: 3 clusters Score -8405621 nChanged 21144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -8416937.000000 Penalty: 13211.168945
	Iteration 1F: 3 clusters Score -8416937 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -8417825.000000 Penalty: 13211.168945
	Iteration 2F: 3 clusters Score -8417825 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24556 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -8418597.000000 Penalty: 13211.168945
	Iteration 3Q: 3 clusters Score -8418597 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -8419237.000000 Penalty: 13211.168945
	Iteration 4Q: 3 clusters Score -8419237 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -8419850.000000 Penalty: 13211.168945
	Iteration 5Q: 3 clusters Score -8419850 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -8420461.000000 Penalty: 13211.168945
	Iteration 6Q: 3 clusters Score -8420461 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -8420944.000000 Penalty: 13211.168945
	Iteration 7Q: 3 clusters Score -8420944 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -8421437.000000 Penalty: 13211.168945
	Iteration 8Q: 3 clusters Score -8421437 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25140 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -8421903.000000 Penalty: 13211.168945
	Iteration 9Q: 3 clusters Score -8421903 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -8422191.000000 Penalty: 13211.168945
	Iteration 10Q: 3 clusters Score -8422191 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -8422571.000000 Penalty: 13211.168945
	Iteration 11Q: 3 clusters Score -8422571 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25252 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -8423015.000000 Penalty: 13211.168945
	Iteration 12Q: 3 clusters Score -8423015 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25318 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -8423511.000000 Penalty: 13211.168945
	Iteration 13Q: 3 clusters Score -8423511 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25386 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -8424019.000000 Penalty: 13211.168945
	Iteration 14Q: 3 clusters Score -8424019 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25427 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -8424605.000000 Penalty: 13211.168945
	Iteration 15Q: 3 clusters Score -8424605 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 22819 members 
Entering Unmasked Estep 
Score: -8425409.000000 Penalty: 13211.168945
	Iteration 16Q: 3 clusters Score -8425409 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25362 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -8426368.000000 Penalty: 13211.168945
	Iteration 17Q: 3 clusters Score -8426368 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -8427397.000000 Penalty: 13211.168945
	Iteration 18Q: 3 clusters Score -8427397 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
Score: -8428368.000000 Penalty: 13211.168945
	Iteration 19Q: 3 clusters Score -8428368 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25230 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -8429012.000000 Penalty: 13211.168945
	Iteration 20F: 3 clusters Score -8429012 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25266 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -8429518.000000 Penalty: 13211.168945
	Iteration 21Q: 3 clusters Score -8429518 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -8429864.000000 Penalty: 13211.168945
	Iteration 22Q: 3 clusters Score -8429864 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -8430089.000000 Penalty: 13211.168945
	Iteration 23Q: 3 clusters Score -8430089 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -8430400.000000 Penalty: 13211.168945
	Iteration 24Q: 3 clusters Score -8430400 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -8430663.000000 Penalty: 13211.168945
	Iteration 25Q: 3 clusters Score -8430663 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
Score: -8430922.000000 Penalty: 13211.168945
	Iteration 26Q: 3 clusters Score -8430922 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -8431197.000000 Penalty: 13211.168945
	Iteration 27Q: 3 clusters Score -8431197 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -8431480.000000 Penalty: 13211.168945
	Iteration 28Q: 3 clusters Score -8431480 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -8431784.000000 Penalty: 13211.168945
	Iteration 29Q: 3 clusters Score -8431784 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -8432153.000000 Penalty: 13211.168945
	Iteration 30Q: 3 clusters Score -8432153 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27968 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -8432510.000000 Penalty: 13211.168945
	Iteration 31Q: 3 clusters Score -8432510 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28489 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -8432864.000000 Penalty: 13211.168945
	Iteration 32Q: 3 clusters Score -8432864 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29038 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -8433174.000000 Penalty: 13211.168945
	Iteration 33Q: 3 clusters Score -8433174 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29556 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -8433461.000000 Penalty: 13211.168945
	Iteration 34Q: 3 clusters Score -8433461 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30016 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -8433721.000000 Penalty: 13211.168945
	Iteration 35Q: 3 clusters Score -8433721 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30433 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -8433901.000000 Penalty: 13211.168945
	Iteration 36Q: 3 clusters Score -8433901 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30795 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -8434022.000000 Penalty: 13211.168945
	Iteration 37Q: 3 clusters Score -8434022 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31102 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -8434124.000000 Penalty: 13211.168945
	Iteration 38Q: 3 clusters Score -8434124 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31365 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -8434173.000000 Penalty: 13211.168945
	Iteration 39Q: 3 clusters Score -8434173 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31557 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -8434212.000000 Penalty: 13211.168945
	Iteration 40F: 3 clusters Score -8434212 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31732 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -8434234.000000 Penalty: 13211.168945
	Iteration 41Q: 3 clusters Score -8434234 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31887 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -8434286.000000 Penalty: 13211.168945
	Iteration 42Q: 3 clusters Score -8434286 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32018 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -8434292.000000 Penalty: 13211.168945
	Iteration 43Q: 3 clusters Score -8434292 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32153 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -8434346.000000 Penalty: 13211.168945
	Iteration 44Q: 3 clusters Score -8434346 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32295 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -8434378.000000 Penalty: 13211.168945
	Iteration 45Q: 3 clusters Score -8434378 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32405 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -8434392.000000 Penalty: 13211.168945
	Iteration 46Q: 3 clusters Score -8434392 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32496 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -8434403.000000 Penalty: 13211.168945
	Iteration 47Q: 3 clusters Score -8434403 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32572 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -8434405.000000 Penalty: 13211.168945
	Iteration 48Q: 3 clusters Score -8434405 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32645 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -8434431.000000 Penalty: 13211.168945
	Iteration 49Q: 3 clusters Score -8434431 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32708 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -8434439.000000 Penalty: 13211.168945
	Iteration 50Q: 3 clusters Score -8434439 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32762 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -8434440.000000 Penalty: 13211.168945
	Iteration 51Q: 3 clusters Score -8434440 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32812 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -8434422.000000 Penalty: 13211.168945
	Iteration 52Q: 3 clusters Score -8434422 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32851 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -8434432.000000 Penalty: 13211.168945
	Iteration 53Q: 3 clusters Score -8434432 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32901 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -8434434.000000 Penalty: 13211.168945
	Iteration 54Q: 3 clusters Score -8434434 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32952 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -8434458.000000 Penalty: 13211.168945
	Iteration 55Q: 3 clusters Score -8434458 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32994 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -8434454.000000 Penalty: 13211.168945
	Iteration 56Q: 3 clusters Score -8434454 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33044 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -8434458.000000 Penalty: 13211.168945
	Iteration 57Q: 3 clusters Score -8434458 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33090 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -8434456.000000 Penalty: 13211.168945
	Iteration 58Q: 3 clusters Score -8434456 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33140 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -8434462.000000 Penalty: 13211.168945
	Iteration 59Q: 3 clusters Score -8434462 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33185 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -8434489.000000 Penalty: 13211.168945
	Iteration 60F: 3 clusters Score -8434489 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33224 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -8434480.000000 Penalty: 13211.168945
	Iteration 61Q: 3 clusters Score -8434480 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33255 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -8434492.000000 Penalty: 13211.168945
	Iteration 62Q: 3 clusters Score -8434492 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33278 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -8434492.000000 Penalty: 13211.168945
	Iteration 63Q: 3 clusters Score -8434492 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33300 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -8434496.000000 Penalty: 13211.168945
	Iteration 64Q: 3 clusters Score -8434496 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33327 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -8434497.000000 Penalty: 13211.168945
	Iteration 65Q: 3 clusters Score -8434497 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33355 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -8434517.000000 Penalty: 13211.168945
	Iteration 66Q: 3 clusters Score -8434517 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33381 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -8434508.000000 Penalty: 13211.168945
	Iteration 67Q: 3 clusters Score -8434508 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33408 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -8434511.000000 Penalty: 13211.168945
	Iteration 68Q: 3 clusters Score -8434511 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33435 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -8434503.000000 Penalty: 13211.168945
	Iteration 69Q: 3 clusters Score -8434503 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33456 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -8434496.000000 Penalty: 13211.168945
	Iteration 70Q: 3 clusters Score -8434496 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33475 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -8434491.000000 Penalty: 13211.168945
	Iteration 71Q: 3 clusters Score -8434491 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33489 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -8434488.000000 Penalty: 13211.168945
	Iteration 72Q: 3 clusters Score -8434488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33506 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -8434504.000000 Penalty: 13211.168945
	Iteration 73Q: 3 clusters Score -8434504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33524 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -8434512.000000 Penalty: 13211.168945
	Iteration 74Q: 3 clusters Score -8434512 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33544 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -8434512.000000 Penalty: 13211.168945
	Iteration 75Q: 3 clusters Score -8434512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33558 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -8434513.000000 Penalty: 13211.168945
	Iteration 76Q: 3 clusters Score -8434513 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33571 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -8434510.000000 Penalty: 13211.168945
	Iteration 77Q: 3 clusters Score -8434510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33576 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -8434511.000000 Penalty: 13211.168945
	Iteration 78Q: 3 clusters Score -8434511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33580 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -8434510.000000 Penalty: 13211.168945
	Iteration 79Q: 3 clusters Score -8434510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33588 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -8434506.000000 Penalty: 13211.168945
	Iteration 80F: 3 clusters Score -8434506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33591 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -8434506.000000 Penalty: 13211.168945
	Iteration 81Q: 3 clusters Score -8434506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33596 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -8434501.000000 Penalty: 13211.168945
	Iteration 82Q: 3 clusters Score -8434501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33601 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -8434509.000000 Penalty: 13211.168945
	Iteration 83Q: 3 clusters Score -8434509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33607 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -8434510.000000 Penalty: 13211.168945
	Iteration 84Q: 3 clusters Score -8434510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33613 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -8434501.000000 Penalty: 13211.168945
	Iteration 85Q: 3 clusters Score -8434501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33617 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -8434489.000000 Penalty: 13211.168945
	Iteration 86Q: 3 clusters Score -8434489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33621 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -8434490.000000 Penalty: 13211.168945
	Iteration 87Q: 3 clusters Score -8434490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33627 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -8434493.000000 Penalty: 13211.168945
	Iteration 88Q: 3 clusters Score -8434493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33631 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -8434496.000000 Penalty: 13211.168945
	Iteration 89Q: 3 clusters Score -8434496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33634 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -8434489.000000 Penalty: 13211.168945
	Iteration 90Q: 3 clusters Score -8434489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33635 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -8434493.000000 Penalty: 13211.168945
	Iteration 91Q: 3 clusters Score -8434493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33635 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -8434493.000000 Penalty: 13211.168945
	Iteration 92F: 3 clusters Score -8434493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Entering Unmasked Estep 
Score: -3530755.750000 Penalty: 6075.397461
	Iteration 0F: 2 clusters Score -3530756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -3514076.750000 Penalty: 12150.794922
	Iteration 0F: 3 clusters Score -3514077 nChanged 8087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -3518382.250000 Penalty: 12150.794922
	Iteration 1F: 3 clusters Score -3518382 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -3519011.000000 Penalty: 12150.794922
	Iteration 2F: 3 clusters Score -3519011 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -3519475.000000 Penalty: 12150.794922
	Iteration 3Q: 3 clusters Score -3519475 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -3519824.500000 Penalty: 12150.794922
	Iteration 4Q: 3 clusters Score -3519824 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -3520146.250000 Penalty: 12150.794922
	Iteration 5Q: 3 clusters Score -3520146 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -3520463.000000 Penalty: 12150.794922
	Iteration 6Q: 3 clusters Score -3520463 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -3520786.750000 Penalty: 12150.794922
	Iteration 7Q: 3 clusters Score -3520787 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -3521147.750000 Penalty: 12150.794922
	Iteration 8Q: 3 clusters Score -3521148 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -3521607.250000 Penalty: 12150.794922
	Iteration 9Q: 3 clusters Score -3521607 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -3522158.250000 Penalty: 12150.794922
	Iteration 10Q: 3 clusters Score -3522158 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -3522731.250000 Penalty: 12150.794922
	Iteration 11Q: 3 clusters Score -3522731 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -3523318.250000 Penalty: 12150.794922
	Iteration 12Q: 3 clusters Score -3523318 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -3523794.750000 Penalty: 12150.794922
	Iteration 13Q: 3 clusters Score -3523795 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -3524205.250000 Penalty: 12150.794922
	Iteration 14Q: 3 clusters Score -3524205 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -3524552.500000 Penalty: 12150.794922
	Iteration 15Q: 3 clusters Score -3524552 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -3524833.500000 Penalty: 12150.794922
	Iteration 16Q: 3 clusters Score -3524834 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -3525035.500000 Penalty: 12150.794922
	Iteration 17Q: 3 clusters Score -3525036 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -3525180.000000 Penalty: 12150.794922
	Iteration 18Q: 3 clusters Score -3525180 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -3525284.250000 Penalty: 12150.794922
	Iteration 19Q: 3 clusters Score -3525284 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -3525374.250000 Penalty: 12150.794922
	Iteration 20F: 3 clusters Score -3525374 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -3525448.250000 Penalty: 12150.794922
	Iteration 21Q: 3 clusters Score -3525448 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -3525532.500000 Penalty: 12150.794922
	Iteration 22Q: 3 clusters Score -3525532 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -3525592.500000 Penalty: 12150.794922
	Iteration 23Q: 3 clusters Score -3525592 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -3525656.250000 Penalty: 12150.794922
	Iteration 24Q: 3 clusters Score -3525656 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -3525704.500000 Penalty: 12150.794922
	Iteration 25Q: 3 clusters Score -3525704 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -3525736.000000 Penalty: 12150.794922
	Iteration 26Q: 3 clusters Score -3525736 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -3525759.500000 Penalty: 12150.794922
	Iteration 27Q: 3 clusters Score -3525760 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -3525780.250000 Penalty: 12150.794922
	Iteration 28Q: 3 clusters Score -3525780 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -3525803.000000 Penalty: 12150.794922
	Iteration 29Q: 3 clusters Score -3525803 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -3525812.000000 Penalty: 12150.794922
	Iteration 30Q: 3 clusters Score -3525812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -3525816.000000 Penalty: 12150.794922
	Iteration 31Q: 3 clusters Score -3525816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -3525817.750000 Penalty: 12150.794922
	Iteration 32Q: 3 clusters Score -3525818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -3525816.750000 Penalty: 12150.794922
	Iteration 33Q: 3 clusters Score -3525817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -3525822.000000 Penalty: 12150.794922
	Iteration 34Q: 3 clusters Score -3525822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -3525819.750000 Penalty: 12150.794922
	Iteration 35Q: 3 clusters Score -3525820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -3525824.500000 Penalty: 12150.794922
	Iteration 36Q: 3 clusters Score -3525824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -3525825.250000 Penalty: 12150.794922
	Iteration 37Q: 3 clusters Score -3525825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -3525836.750000 Penalty: 12150.794922
	Iteration 38Q: 3 clusters Score -3525837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -3525839.500000 Penalty: 12150.794922
	Iteration 39Q: 3 clusters Score -3525840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -3525836.250000 Penalty: 12150.794922
	Iteration 40F: 3 clusters Score -3525836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -3525838.500000 Penalty: 12150.794922
	Iteration 41Q: 3 clusters Score -3525838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -3525843.500000 Penalty: 12150.794922
	Iteration 42Q: 3 clusters Score -3525844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -3525838.000000 Penalty: 12150.794922
	Iteration 43Q: 3 clusters Score -3525838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -3525840.750000 Penalty: 12150.794922
	Iteration 44Q: 3 clusters Score -3525841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -3525844.250000 Penalty: 12150.794922
	Iteration 45Q: 3 clusters Score -3525844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -3525844.000000 Penalty: 12150.794922
	Iteration 46Q: 3 clusters Score -3525844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -3525849.500000 Penalty: 12150.794922
	Iteration 47Q: 3 clusters Score -3525850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -3525843.250000 Penalty: 12150.794922
	Iteration 48Q: 3 clusters Score -3525843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -3525846.000000 Penalty: 12150.794922
	Iteration 49Q: 3 clusters Score -3525846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -3525850.250000 Penalty: 12150.794922
	Iteration 50Q: 3 clusters Score -3525850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -3525858.750000 Penalty: 12150.794922
	Iteration 51Q: 3 clusters Score -3525859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -3525854.500000 Penalty: 12150.794922
	Iteration 52Q: 3 clusters Score -3525854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -3525857.000000 Penalty: 12150.794922
	Iteration 53Q: 3 clusters Score -3525857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -3525855.500000 Penalty: 12150.794922
	Iteration 54Q: 3 clusters Score -3525856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -3525855.500000 Penalty: 12150.794922
	Iteration 55F: 3 clusters Score -3525856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Entering Unmasked Estep 
Score: -1063974.375000 Penalty: 5387.479492
	Iteration 0F: 2 clusters Score -1063974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1055831.500000 Penalty: 10774.958984
	Iteration 0F: 3 clusters Score -1055832 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1057282.750000 Penalty: 10774.958984
	Iteration 1F: 3 clusters Score -1057283 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1057672.500000 Penalty: 10774.958984
	Iteration 2F: 3 clusters Score -1057672 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1057946.375000 Penalty: 10774.958984
	Iteration 3Q: 3 clusters Score -1057946 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1058224.625000 Penalty: 10774.958984
	Iteration 4Q: 3 clusters Score -1058225 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1058532.000000 Penalty: 10774.958984
	Iteration 5Q: 3 clusters Score -1058532 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1058842.750000 Penalty: 10774.958984
	Iteration 6Q: 3 clusters Score -1058843 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1059067.125000 Penalty: 10774.958984
	Iteration 7Q: 3 clusters Score -1059067 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1059244.500000 Penalty: 10774.958984
	Iteration 8Q: 3 clusters Score -1059244 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1059381.625000 Penalty: 10774.958984
	Iteration 9Q: 3 clusters Score -1059382 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1059513.750000 Penalty: 10774.958984
	Iteration 10Q: 3 clusters Score -1059514 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1059629.500000 Penalty: 10774.958984
	Iteration 11Q: 3 clusters Score -1059630 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1059730.875000 Penalty: 10774.958984
	Iteration 12Q: 3 clusters Score -1059731 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1059840.125000 Penalty: 10774.958984
	Iteration 13Q: 3 clusters Score -1059840 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1059952.625000 Penalty: 10774.958984
	Iteration 14Q: 3 clusters Score -1059953 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1060061.625000 Penalty: 10774.958984
	Iteration 15Q: 3 clusters Score -1060062 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1060194.750000 Penalty: 10774.958984
	Iteration 16Q: 3 clusters Score -1060195 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1060317.500000 Penalty: 10774.958984
	Iteration 17Q: 3 clusters Score -1060318 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1060426.500000 Penalty: 10774.958984
	Iteration 18Q: 3 clusters Score -1060426 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1060535.125000 Penalty: 10774.958984
	Iteration 19Q: 3 clusters Score -1060535 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1060642.500000 Penalty: 10774.958984
	Iteration 20F: 3 clusters Score -1060642 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1060746.250000 Penalty: 10774.958984
	Iteration 21Q: 3 clusters Score -1060746 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1060839.625000 Penalty: 10774.958984
	Iteration 22Q: 3 clusters Score -1060840 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1060919.375000 Penalty: 10774.958984
	Iteration 23Q: 3 clusters Score -1060919 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1060996.500000 Penalty: 10774.958984
	Iteration 24Q: 3 clusters Score -1060996 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1061061.625000 Penalty: 10774.958984
	Iteration 25Q: 3 clusters Score -1061062 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1061125.625000 Penalty: 10774.958984
	Iteration 26Q: 3 clusters Score -1061126 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1061167.125000 Penalty: 10774.958984
	Iteration 27Q: 3 clusters Score -1061167 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1061211.875000 Penalty: 10774.958984
	Iteration 28Q: 3 clusters Score -1061212 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1061236.500000 Penalty: 10774.958984
	Iteration 29Q: 3 clusters Score -1061236 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1061277.250000 Penalty: 10774.958984
	Iteration 30Q: 3 clusters Score -1061277 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1061314.125000 Penalty: 10774.958984
	Iteration 31Q: 3 clusters Score -1061314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1061334.375000 Penalty: 10774.958984
	Iteration 32Q: 3 clusters Score -1061334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1061355.625000 Penalty: 10774.958984
	Iteration 33Q: 3 clusters Score -1061356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1061374.875000 Penalty: 10774.958984
	Iteration 34Q: 3 clusters Score -1061375 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1061391.500000 Penalty: 10774.958984
	Iteration 35Q: 3 clusters Score -1061392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1061407.250000 Penalty: 10774.958984
	Iteration 36Q: 3 clusters Score -1061407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1061417.750000 Penalty: 10774.958984
	Iteration 37Q: 3 clusters Score -1061418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1061425.000000 Penalty: 10774.958984
	Iteration 38Q: 3 clusters Score -1061425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1061430.500000 Penalty: 10774.958984
	Iteration 39Q: 3 clusters Score -1061430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1061433.625000 Penalty: 10774.958984
	Iteration 40F: 3 clusters Score -1061434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1061437.375000 Penalty: 10774.958984
	Iteration 41Q: 3 clusters Score -1061437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1061437.375000 Penalty: 10774.958984
	Iteration 42F: 3 clusters Score -1061437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Entering Unmasked Estep 
Score: -225863.859375 Penalty: 4447.500488
	Iteration 0F: 2 clusters Score -225863.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -221441.859375 Penalty: 8895.000977
	Iteration 0F: 3 clusters Score -221441.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -222168.359375 Penalty: 8895.000977
	Iteration 1F: 3 clusters Score -222168.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -222769.734375 Penalty: 8895.000977
	Iteration 2F: 3 clusters Score -222769.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -223575.140625 Penalty: 8895.000977
	Iteration 3F: 3 clusters Score -223575.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -223816.218750 Penalty: 8895.000977
	Iteration 4F: 3 clusters Score -223816.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -224044.312500 Penalty: 8895.000977
	Iteration 5Q: 3 clusters Score -224044.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -224210.359375 Penalty: 8895.000977
	Iteration 6Q: 3 clusters Score -224210.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -224308.000000 Penalty: 8895.000977
	Iteration 7Q: 3 clusters Score -224308 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -224416.421875 Penalty: 8895.000977
	Iteration 8Q: 3 clusters Score -224416.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -224535.765625 Penalty: 8895.000977
	Iteration 9Q: 3 clusters Score -224535.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -224595.546875 Penalty: 8895.000977
	Iteration 10Q: 3 clusters Score -224595.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -224638.937500 Penalty: 8895.000977
	Iteration 11Q: 3 clusters Score -224638.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -224662.906250 Penalty: 8895.000977
	Iteration 12Q: 3 clusters Score -224662.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -224687.625000 Penalty: 8895.000977
	Iteration 13Q: 3 clusters Score -224687.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -224703.406250 Penalty: 8895.000977
	Iteration 14Q: 3 clusters Score -224703.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -224707.843750 Penalty: 8895.000977
	Iteration 15Q: 3 clusters Score -224707.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -224708.265625 Penalty: 8895.000977
	Iteration 16F: 3 clusters Score -224708.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -224721.062500 Penalty: 8895.000977
	Iteration 17Q: 3 clusters Score -224721.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -224728.218750 Penalty: 8895.000977
	Iteration 18Q: 3 clusters Score -224728.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -224730.765625 Penalty: 8895.000977
	Iteration 19Q: 3 clusters Score -224730.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -224738.140625 Penalty: 8895.000977
	Iteration 20F: 3 clusters Score -224738.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -224744.859375 Penalty: 8895.000977
	Iteration 21Q: 3 clusters Score -224744.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -224744.859375 Penalty: 8895.000977
	Iteration 22F: 3 clusters Score -224744.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Entering Unmasked Estep 
Score: -870364.562500 Penalty: 5235.717285
	Iteration 0F: 2 clusters Score -870364.6 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 2587 members 
Entering Unmasked Estep 
Score: -863152.812500 Penalty: 10471.434570
	Iteration 0F: 3 clusters Score -863152.8 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -864300.687500 Penalty: 10471.434570
	Iteration 1F: 3 clusters Score -864300.7 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -864640.062500 Penalty: 10471.434570
	Iteration 2F: 3 clusters Score -864640.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -864825.250000 Penalty: 10471.434570
	Iteration 3Q: 3 clusters Score -864825.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -864990.312500 Penalty: 10471.434570
	Iteration 4Q: 3 clusters Score -864990.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -865138.250000 Penalty: 10471.434570
	Iteration 5Q: 3 clusters Score -865138.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -865297.375000 Penalty: 10471.434570
	Iteration 6Q: 3 clusters Score -865297.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -865433.937500 Penalty: 10471.434570
	Iteration 7Q: 3 clusters Score -865433.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -865604.062500 Penalty: 10471.434570
	Iteration 8Q: 3 clusters Score -865604.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -865801.500000 Penalty: 10471.434570
	Iteration 9Q: 3 clusters Score -865801.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -866015.375000 Penalty: 10471.434570
	Iteration 10Q: 3 clusters Score -866015.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -866310.625000 Penalty: 10471.434570
	Iteration 11Q: 3 clusters Score -866310.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -866676.312500 Penalty: 10471.434570
	Iteration 12Q: 3 clusters Score -866676.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -867105.312500 Penalty: 10471.434570
	Iteration 13Q: 3 clusters Score -867105.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -867501.125000 Penalty: 10471.434570
	Iteration 14Q: 3 clusters Score -867501.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -867799.375000 Penalty: 10471.434570
	Iteration 15Q: 3 clusters Score -867799.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -868011.562500 Penalty: 10471.434570
	Iteration 16Q: 3 clusters Score -868011.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -868171.625000 Penalty: 10471.434570
	Iteration 17Q: 3 clusters Score -868171.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -868314.062500 Penalty: 10471.434570
	Iteration 18Q: 3 clusters Score -868314.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -868443.375000 Penalty: 10471.434570
	Iteration 19Q: 3 clusters Score -868443.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -868616.812500 Penalty: 10471.434570
	Iteration 20F: 3 clusters Score -868616.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -868817.500000 Penalty: 10471.434570
	Iteration 21Q: 3 clusters Score -868817.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -868979.500000 Penalty: 10471.434570
	Iteration 22Q: 3 clusters Score -868979.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -869066.812500 Penalty: 10471.434570
	Iteration 23Q: 3 clusters Score -869066.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -869100.437500 Penalty: 10471.434570
	Iteration 24Q: 3 clusters Score -869100.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -869113.375000 Penalty: 10471.434570
	Iteration 25Q: 3 clusters Score -869113.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -869117.500000 Penalty: 10471.434570
	Iteration 26Q: 3 clusters Score -869117.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -869120.875000 Penalty: 10471.434570
	Iteration 27Q: 3 clusters Score -869120.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -869122.937500 Penalty: 10471.434570
	Iteration 28Q: 3 clusters Score -869122.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -869123.812500 Penalty: 10471.434570
	Iteration 29Q: 3 clusters Score -869123.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -869126.500000 Penalty: 10471.434570
	Iteration 30Q: 3 clusters Score -869126.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -869127.625000 Penalty: 10471.434570
	Iteration 31Q: 3 clusters Score -869127.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -869129.125000 Penalty: 10471.434570
	Iteration 32Q: 3 clusters Score -869129.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -869129.125000 Penalty: 10471.434570
	Iteration 33F: 3 clusters Score -869129.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (49110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49110 members 
Entering Unmasked Estep 
Score: -8475572.000000 Penalty: 6616.113281
	Iteration 0F: 2 clusters Score -8475572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24649 members 
Mstep: Class 2 contains 24461 members 
Entering Unmasked Estep 
Score: -8440541.000000 Penalty: 13232.226562
	Iteration 0F: 3 clusters Score -8440541 nChanged 21555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 24204 members 
Entering Unmasked Estep 
Score: -8451826.000000 Penalty: 13232.226562
	Iteration 1F: 3 clusters Score -8451826 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -8452623.000000 Penalty: 13232.226562
	Iteration 2Q: 3 clusters Score -8452623 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25375 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -8453231.000000 Penalty: 13232.226562
	Iteration 3Q: 3 clusters Score -8453231 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 23404 members 
Entering Unmasked Estep 
Score: -8453709.000000 Penalty: 13232.226562
	Iteration 4Q: 3 clusters Score -8453709 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26174 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -8454159.000000 Penalty: 13232.226562
	Iteration 5Q: 3 clusters Score -8454159 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26804 members 
Mstep: Class 2 contains 22306 members 
Entering Unmasked Estep 
Score: -8454548.000000 Penalty: 13232.226562
	Iteration 6Q: 3 clusters Score -8454548 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27650 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -8455005.000000 Penalty: 13232.226562
	Iteration 7Q: 3 clusters Score -8455005 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28709 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -8455507.000000 Penalty: 13232.226562
	Iteration 8Q: 3 clusters Score -8455507 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30026 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -8456045.000000 Penalty: 13232.226562
	Iteration 9Q: 3 clusters Score -8456045 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31671 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -8456933.000000 Penalty: 13232.226562
	Iteration 10Q: 3 clusters Score -8456933 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33734 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -8458108.000000 Penalty: 13232.226562
	Iteration 11Q: 3 clusters Score -8458108 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36281 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -8459787.000000 Penalty: 13232.226562
	Iteration 12F: 3 clusters Score -8459787 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39066 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -8461913.000000 Penalty: 13232.226562
	Iteration 13F: 3 clusters Score -8461913 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41854 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -8464273.000000 Penalty: 13232.226562
	Iteration 14F: 3 clusters Score -8464273 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44155 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -8466258.000000 Penalty: 13232.226562
	Iteration 15Q: 3 clusters Score -8466258 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45747 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -8467702.000000 Penalty: 13232.226562
	Iteration 16Q: 3 clusters Score -8467702 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46713 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -8468537.000000 Penalty: 13232.226562
	Iteration 17Q: 3 clusters Score -8468537 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47257 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -8469108.000000 Penalty: 13232.226562
	Iteration 18Q: 3 clusters Score -8469108 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47550 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -8469407.000000 Penalty: 13232.226562
	Iteration 19Q: 3 clusters Score -8469407 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47709 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -8469596.000000 Penalty: 13232.226562
	Iteration 20F: 3 clusters Score -8469596 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47811 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -8469737.000000 Penalty: 13232.226562
	Iteration 21Q: 3 clusters Score -8469737 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47861 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -8469795.000000 Penalty: 13232.226562
	Iteration 22Q: 3 clusters Score -8469795 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47897 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -8469852.000000 Penalty: 13232.226562
	Iteration 23Q: 3 clusters Score -8469852 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47922 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -8469904.000000 Penalty: 13232.226562
	Iteration 24Q: 3 clusters Score -8469904 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47949 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -8469928.000000 Penalty: 13232.226562
	Iteration 25Q: 3 clusters Score -8469928 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47963 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -8469960.000000 Penalty: 13232.226562
	Iteration 26Q: 3 clusters Score -8469960 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47979 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -8469973.000000 Penalty: 13232.226562
	Iteration 27Q: 3 clusters Score -8469973 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47997 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -8470025.000000 Penalty: 13232.226562
	Iteration 28Q: 3 clusters Score -8470025 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48003 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -8470027.000000 Penalty: 13232.226562
	Iteration 29Q: 3 clusters Score -8470027 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48015 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -8470039.000000 Penalty: 13232.226562
	Iteration 30Q: 3 clusters Score -8470039 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48023 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -8470048.000000 Penalty: 13232.226562
	Iteration 31Q: 3 clusters Score -8470048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48033 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -8470066.000000 Penalty: 13232.226562
	Iteration 32Q: 3 clusters Score -8470066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48039 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -8470065.000000 Penalty: 13232.226562
	Iteration 33Q: 3 clusters Score -8470065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48042 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -8470071.000000 Penalty: 13232.226562
	Iteration 34Q: 3 clusters Score -8470071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48049 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -8470066.000000 Penalty: 13232.226562
	Iteration 35Q: 3 clusters Score -8470066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48056 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -8470094.000000 Penalty: 13232.226562
	Iteration 36Q: 3 clusters Score -8470094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48058 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -8470099.000000 Penalty: 13232.226562
	Iteration 37Q: 3 clusters Score -8470099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48062 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -8470114.000000 Penalty: 13232.226562
	Iteration 38Q: 3 clusters Score -8470114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48067 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -8470120.000000 Penalty: 13232.226562
	Iteration 39Q: 3 clusters Score -8470120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48072 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -8470125.000000 Penalty: 13232.226562
	Iteration 40F: 3 clusters Score -8470125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48073 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -8470119.000000 Penalty: 13232.226562
	Iteration 41Q: 3 clusters Score -8470119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48072 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -8470120.000000 Penalty: 13232.226562
	Iteration 42Q: 3 clusters Score -8470120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48072 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -8470120.000000 Penalty: 13232.226562
	Iteration 43F: 3 clusters Score -8470120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Entering Unmasked Estep 
Score: -145914.171875 Penalty: 4168.505371
	Iteration 0F: 2 clusters Score -145914.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -142026.781250 Penalty: 8337.010742
	Iteration 0F: 3 clusters Score -142026.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -142378.968750 Penalty: 8337.010742
	Iteration 1F: 3 clusters Score -142379 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -142480.078125 Penalty: 8337.010742
	Iteration 2Q: 3 clusters Score -142480.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -142519.093750 Penalty: 8337.010742
	Iteration 3Q: 3 clusters Score -142519.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -142553.968750 Penalty: 8337.010742
	Iteration 4Q: 3 clusters Score -142554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -142567.437500 Penalty: 8337.010742
	Iteration 5Q: 3 clusters Score -142567.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -142569.875000 Penalty: 8337.010742
	Iteration 6Q: 3 clusters Score -142569.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -142569.875000 Penalty: 8337.010742
	Iteration 7F: 3 clusters Score -142569.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29471 members 
Mstep: Class 2 contains 25054 members 
Mstep: Class 3 contains 134955 members 
Mstep: Class 4 contains 26063 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15530 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 93221 members 
Mstep: Class 12 contains 51818 members 
Mstep: Class 13 contains 569150 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 281659 members 
Mstep: Class 18 contains 48273 members 
Mstep: Class 19 contains 20313 members 
Mstep: Class 20 contains 6607 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5157 members 
Mstep: Class 23 contains 49110 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326848.000000 Penalty: 181791.359375
Iteration 159Q: 22 clusters Score -2.333268e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29471 members 
Mstep: Class 2 contains 25053 members 
Mstep: Class 3 contains 134949 members 
Mstep: Class 4 contains 26064 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15530 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 93221 members 
Mstep: Class 12 contains 51818 members 
Mstep: Class 13 contains 569143 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 281674 members 
Mstep: Class 18 contains 48270 members 
Mstep: Class 19 contains 20313 members 
Mstep: Class 20 contains 6607 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5157 members 
Mstep: Class 23 contains 49111 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326992.000000 Penalty: 181791.359375
Iteration 160F: 22 clusters Score -2.33327e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29471 members 
Mstep: Class 2 contains 25052 members 
Mstep: Class 3 contains 134940 members 
Mstep: Class 4 contains 26064 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15530 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 93221 members 
Mstep: Class 12 contains 51819 members 
Mstep: Class 13 contains 569145 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 281686 members 
Mstep: Class 18 contains 48265 members 
Mstep: Class 19 contains 20313 members 
Mstep: Class 20 contains 6607 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5157 members 
Mstep: Class 23 contains 49111 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327104.000000 Penalty: 181791.359375
Iteration 161Q: 22 clusters Score -2.333271e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29471 members 
Mstep: Class 2 contains 25051 members 
Mstep: Class 3 contains 134930 members 
Mstep: Class 4 contains 26065 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15530 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 93221 members 
Mstep: Class 12 contains 51816 members 
Mstep: Class 13 contains 569142 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 281707 members 
Mstep: Class 18 contains 48262 members 
Mstep: Class 19 contains 20313 members 
Mstep: Class 20 contains 6607 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5157 members 
Mstep: Class 23 contains 49109 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326960.000000 Penalty: 181791.359375
Iteration 162Q: 22 clusters Score -2.33327e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29472 members 
Mstep: Class 2 contains 25051 members 
Mstep: Class 3 contains 134925 members 
Mstep: Class 4 contains 26068 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15530 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 93221 members 
Mstep: Class 12 contains 51816 members 
Mstep: Class 13 contains 569130 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 281722 members 
Mstep: Class 18 contains 48262 members 
Mstep: Class 19 contains 20313 members 
Mstep: Class 20 contains 6607 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5157 members 
Mstep: Class 23 contains 49107 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327008.000000 Penalty: 181791.359375
Iteration 163Q: 22 clusters Score -2.33327e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29473 members 
Mstep: Class 2 contains 25051 members 
Mstep: Class 3 contains 134914 members 
Mstep: Class 4 contains 26069 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15530 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 93221 members 
Mstep: Class 12 contains 51816 members 
Mstep: Class 13 contains 569130 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 281739 members 
Mstep: Class 18 contains 48258 members 
Mstep: Class 19 contains 20313 members 
Mstep: Class 20 contains 6606 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5157 members 
Mstep: Class 23 contains 49104 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327008.000000 Penalty: 181791.359375
Iteration 164Q: 22 clusters Score -2.33327e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29472 members 
Mstep: Class 2 contains 25051 members 
Mstep: Class 3 contains 134905 members 
Mstep: Class 4 contains 26072 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15530 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 93221 members 
Mstep: Class 12 contains 51815 members 
Mstep: Class 13 contains 569126 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 281751 members 
Mstep: Class 18 contains 48261 members 
Mstep: Class 19 contains 20313 members 
Mstep: Class 20 contains 6604 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5157 members 
Mstep: Class 23 contains 49103 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326944.000000 Penalty: 181791.359375
Iteration 165Q: 22 clusters Score -2.333269e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 25051 members 
Mstep: Class 3 contains 134907 members 
Mstep: Class 4 contains 26071 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15530 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 93220 members 
Mstep: Class 12 contains 51815 members 
Mstep: Class 13 contains 569121 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 281762 members 
Mstep: Class 18 contains 48261 members 
Mstep: Class 19 contains 20313 members 
Mstep: Class 20 contains 6601 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5157 members 
Mstep: Class 23 contains 49102 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326880.000000 Penalty: 181791.359375
Iteration 166Q: 22 clusters Score -2.333269e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 25051 members 
Mstep: Class 3 contains 134901 members 
Mstep: Class 4 contains 26069 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15530 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 93221 members 
Mstep: Class 12 contains 51815 members 
Mstep: Class 13 contains 569117 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 281774 members 
Mstep: Class 18 contains 48261 members 
Mstep: Class 19 contains 20313 members 
Mstep: Class 20 contains 6600 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5157 members 
Mstep: Class 23 contains 49102 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326848.000000 Penalty: 181791.359375
Iteration 167Q: 22 clusters Score -2.333268e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 25050 members 
Mstep: Class 3 contains 134892 members 
Mstep: Class 4 contains 26068 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15530 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 93222 members 
Mstep: Class 12 contains 51815 members 
Mstep: Class 13 contains 569114 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 281786 members 
Mstep: Class 18 contains 48262 members 
Mstep: Class 19 contains 20313 members 
Mstep: Class 20 contains 6600 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5157 members 
Mstep: Class 23 contains 49102 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326896.000000 Penalty: 181791.359375
Iteration 168Q: 22 clusters Score -2.333269e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 25050 members 
Mstep: Class 3 contains 134880 members 
Mstep: Class 4 contains 26068 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15530 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 93222 members 
Mstep: Class 12 contains 51815 members 
Mstep: Class 13 contains 569115 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 281799 members 
Mstep: Class 18 contains 48261 members 
Mstep: Class 19 contains 20313 members 
Mstep: Class 20 contains 6600 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5157 members 
Mstep: Class 23 contains 49101 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326912.000000 Penalty: 181791.359375
Iteration 169Q: 22 clusters Score -2.333269e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 25049 members 
Mstep: Class 3 contains 134875 members 
Mstep: Class 4 contains 26068 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15530 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 93222 members 
Mstep: Class 12 contains 51815 members 
Mstep: Class 13 contains 569116 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 281807 members 
Mstep: Class 18 contains 48259 members 
Mstep: Class 19 contains 20313 members 
Mstep: Class 20 contains 6600 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5157 members 
Mstep: Class 23 contains 49100 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326928.000000 Penalty: 181791.359375
Iteration 170Q: 22 clusters Score -2.333269e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29469 members 
Mstep: Class 2 contains 25048 members 
Mstep: Class 3 contains 134872 members 
Mstep: Class 4 contains 26067 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15530 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 93222 members 
Mstep: Class 12 contains 51815 members 
Mstep: Class 13 contains 569114 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 281818 members 
Mstep: Class 18 contains 48258 members 
Mstep: Class 19 contains 20313 members 
Mstep: Class 20 contains 6600 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5157 members 
Mstep: Class 23 contains 49098 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326944.000000 Penalty: 181791.359375
Iteration 171Q: 22 clusters Score -2.333269e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29469 members 
Mstep: Class 2 contains 25048 members 
Mstep: Class 3 contains 134867 members 
Mstep: Class 4 contains 26068 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15530 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 93222 members 
Mstep: Class 12 contains 51815 members 
Mstep: Class 13 contains 569112 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 281823 members 
Mstep: Class 18 contains 48258 members 
Mstep: Class 19 contains 20313 members 
Mstep: Class 20 contains 6600 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5157 members 
Mstep: Class 23 contains 49099 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326880.000000 Penalty: 181791.359375
Iteration 172Q: 22 clusters Score -2.333269e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29469 members 
Mstep: Class 2 contains 25049 members 
Mstep: Class 3 contains 134861 members 
Mstep: Class 4 contains 26069 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15530 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 93222 members 
Mstep: Class 12 contains 51815 members 
Mstep: Class 13 contains 569108 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 281830 members 
Mstep: Class 18 contains 48258 members 
Mstep: Class 19 contains 20314 members 
Mstep: Class 20 contains 6600 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5157 members 
Mstep: Class 23 contains 49099 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326944.000000 Penalty: 181791.359375
Iteration 173Q: 22 clusters Score -2.333269e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29469 members 
Mstep: Class 2 contains 25048 members 
Mstep: Class 3 contains 134853 members 
Mstep: Class 4 contains 26068 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15530 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 93222 members 
Mstep: Class 12 contains 51815 members 
Mstep: Class 13 contains 569105 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 281842 members 
Mstep: Class 18 contains 48259 members 
Mstep: Class 19 contains 20314 members 
Mstep: Class 20 contains 6600 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5157 members 
Mstep: Class 23 contains 49099 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326848.000000 Penalty: 181791.359375
Iteration 174Q: 22 clusters Score -2.333268e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29469 members 
Mstep: Class 2 contains 25048 members 
Mstep: Class 3 contains 134848 members 
Mstep: Class 4 contains 26069 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15530 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 93222 members 
Mstep: Class 12 contains 51815 members 
Mstep: Class 13 contains 569103 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 281848 members 
Mstep: Class 18 contains 48258 members 
Mstep: Class 19 contains 20314 members 
Mstep: Class 20 contains 6600 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5157 members 
Mstep: Class 23 contains 49100 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326896.000000 Penalty: 181791.359375
Iteration 175Q: 22 clusters Score -2.333269e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29469 members 
Mstep: Class 2 contains 25048 members 
Mstep: Class 3 contains 134837 members 
Mstep: Class 4 contains 26069 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15530 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 93222 members 
Mstep: Class 12 contains 51815 members 
Mstep: Class 13 contains 569103 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 281860 members 
Mstep: Class 18 contains 48259 members 
Mstep: Class 19 contains 20314 members 
Mstep: Class 20 contains 6600 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5157 members 
Mstep: Class 23 contains 49098 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326896.000000 Penalty: 181791.359375
Iteration 176Q: 22 clusters Score -2.333269e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29469 members 
Mstep: Class 2 contains 25047 members 
Mstep: Class 3 contains 134828 members 
Mstep: Class 4 contains 26071 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15530 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 93222 members 
Mstep: Class 12 contains 51815 members 
Mstep: Class 13 contains 569098 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 281875 members 
Mstep: Class 18 contains 48259 members 
Mstep: Class 19 contains 20314 members 
Mstep: Class 20 contains 6600 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5157 members 
Mstep: Class 23 contains 49096 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326928.000000 Penalty: 181791.359375
Iteration 177Q: 22 clusters Score -2.333269e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 25047 members 
Mstep: Class 3 contains 134815 members 
Mstep: Class 4 contains 26073 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15530 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 93222 members 
Mstep: Class 12 contains 51815 members 
Mstep: Class 13 contains 569097 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 281887 members 
Mstep: Class 18 contains 48259 members 
Mstep: Class 19 contains 20314 members 
Mstep: Class 20 contains 6600 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5157 members 
Mstep: Class 23 contains 49095 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326816.000000 Penalty: 181791.359375
Iteration 178Q: 22 clusters Score -2.333268e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 25046 members 
Mstep: Class 3 contains 134799 members 
Mstep: Class 4 contains 26077 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15530 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 93222 members 
Mstep: Class 12 contains 51815 members 
Mstep: Class 13 contains 569093 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 281906 members 
Mstep: Class 18 contains 48258 members 
Mstep: Class 19 contains 20314 members 
Mstep: Class 20 contains 6600 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5156 members 
Mstep: Class 23 contains 49095 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326816.000000 Penalty: 181791.359375
Iteration 179Q: 22 clusters Score -2.333268e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 25046 members 
Mstep: Class 3 contains 134787 members 
Mstep: Class 4 contains 26077 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15530 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 93222 members 
Mstep: Class 12 contains 51815 members 
Mstep: Class 13 contains 569091 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 281923 members 
Mstep: Class 18 contains 48258 members 
Mstep: Class 19 contains 20314 members 
Mstep: Class 20 contains 6600 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5156 members 
Mstep: Class 23 contains 49092 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326896.000000 Penalty: 181791.359375
Iteration 180F: 22 clusters Score -2.333269e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 25046 members 
Mstep: Class 3 contains 134779 members 
Mstep: Class 4 contains 26076 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15530 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 93222 members 
Mstep: Class 12 contains 51816 members 
Mstep: Class 13 contains 569087 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 281937 members 
Mstep: Class 18 contains 48257 members 
Mstep: Class 19 contains 20314 members 
Mstep: Class 20 contains 6600 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5156 members 
Mstep: Class 23 contains 49091 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326960.000000 Penalty: 181791.359375
Iteration 181Q: 22 clusters Score -2.33327e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 25046 members 
Mstep: Class 3 contains 134769 members 
Mstep: Class 4 contains 26075 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15530 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 93222 members 
Mstep: Class 12 contains 51815 members 
Mstep: Class 13 contains 569088 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 281950 members 
Mstep: Class 18 contains 48257 members 
Mstep: Class 19 contains 20314 members 
Mstep: Class 20 contains 6600 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5156 members 
Mstep: Class 23 contains 49089 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326992.000000 Penalty: 181791.359375
Iteration 182Q: 22 clusters Score -2.33327e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 25046 members 
Mstep: Class 3 contains 134758 members 
Mstep: Class 4 contains 26077 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15530 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 93222 members 
Mstep: Class 12 contains 51815 members 
Mstep: Class 13 contains 569089 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 281961 members 
Mstep: Class 18 contains 48255 members 
Mstep: Class 19 contains 20314 members 
Mstep: Class 20 contains 6600 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5156 members 
Mstep: Class 23 contains 49088 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327088.000000 Penalty: 181791.359375
Iteration 183Q: 22 clusters Score -2.333271e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 25046 members 
Mstep: Class 3 contains 134752 members 
Mstep: Class 4 contains 26077 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15530 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 93222 members 
Mstep: Class 12 contains 51815 members 
Mstep: Class 13 contains 569087 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 281977 members 
Mstep: Class 18 contains 48249 members 
Mstep: Class 19 contains 20314 members 
Mstep: Class 20 contains 6600 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5156 members 
Mstep: Class 23 contains 49086 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326976.000000 Penalty: 181791.359375
Iteration 184Q: 22 clusters Score -2.33327e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 25046 members 
Mstep: Class 3 contains 134744 members 
Mstep: Class 4 contains 26077 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15530 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 93222 members 
Mstep: Class 12 contains 51815 members 
Mstep: Class 13 contains 569089 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 281991 members 
Mstep: Class 18 contains 48242 members 
Mstep: Class 19 contains 20314 members 
Mstep: Class 20 contains 6600 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5156 members 
Mstep: Class 23 contains 49085 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326960.000000 Penalty: 181791.359375
Iteration 185Q: 22 clusters Score -2.33327e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 25046 members 
Mstep: Class 3 contains 134736 members 
Mstep: Class 4 contains 26077 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15530 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 93223 members 
Mstep: Class 12 contains 51815 members 
Mstep: Class 13 contains 569087 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 282005 members 
Mstep: Class 18 contains 48238 members 
Mstep: Class 19 contains 20314 members 
Mstep: Class 20 contains 6600 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5156 members 
Mstep: Class 23 contains 49084 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327024.000000 Penalty: 181791.359375
Iteration 186Q: 22 clusters Score -2.33327e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 25046 members 
Mstep: Class 3 contains 134728 members 
Mstep: Class 4 contains 26077 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15530 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 93225 members 
Mstep: Class 12 contains 51815 members 
Mstep: Class 13 contains 569087 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 282018 members 
Mstep: Class 18 contains 48232 members 
Mstep: Class 19 contains 20314 members 
Mstep: Class 20 contains 6600 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5156 members 
Mstep: Class 23 contains 49083 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326992.000000 Penalty: 181791.359375
Iteration 187Q: 22 clusters Score -2.33327e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 25046 members 
Mstep: Class 3 contains 134717 members 
Mstep: Class 4 contains 26077 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15530 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 93229 members 
Mstep: Class 12 contains 51815 members 
Mstep: Class 13 contains 569090 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 282028 members 
Mstep: Class 18 contains 48226 members 
Mstep: Class 19 contains 20314 members 
Mstep: Class 20 contains 6600 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5156 members 
Mstep: Class 23 contains 49083 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326960.000000 Penalty: 181791.359375
Iteration 188Q: 22 clusters Score -2.33327e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 25046 members 
Mstep: Class 3 contains 134705 members 
Mstep: Class 4 contains 26077 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15530 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 93231 members 
Mstep: Class 12 contains 51814 members 
Mstep: Class 13 contains 569084 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 282048 members 
Mstep: Class 18 contains 48224 members 
Mstep: Class 19 contains 20314 members 
Mstep: Class 20 contains 6600 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5156 members 
Mstep: Class 23 contains 49082 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326992.000000 Penalty: 181791.359375
Iteration 189Q: 22 clusters Score -2.33327e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 25046 members 
Mstep: Class 3 contains 134694 members 
Mstep: Class 4 contains 26076 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15530 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 93232 members 
Mstep: Class 12 contains 51815 members 
Mstep: Class 13 contains 569081 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 282061 members 
Mstep: Class 18 contains 48224 members 
Mstep: Class 19 contains 20314 members 
Mstep: Class 20 contains 6600 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5156 members 
Mstep: Class 23 contains 49082 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326928.000000 Penalty: 181791.359375
Iteration 190Q: 22 clusters Score -2.333269e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 25046 members 
Mstep: Class 3 contains 134688 members 
Mstep: Class 4 contains 26075 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15530 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 93232 members 
Mstep: Class 12 contains 51816 members 
Mstep: Class 13 contains 569075 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 282076 members 
Mstep: Class 18 contains 48222 members 
Mstep: Class 19 contains 20314 members 
Mstep: Class 20 contains 6600 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5156 members 
Mstep: Class 23 contains 49081 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327136.000000 Penalty: 181791.359375
Iteration 191Q: 22 clusters Score -2.333271e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29469 members 
Mstep: Class 2 contains 25045 members 
Mstep: Class 3 contains 134680 members 
Mstep: Class 4 contains 26076 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15530 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 93233 members 
Mstep: Class 12 contains 51818 members 
Mstep: Class 13 contains 569066 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 282098 members 
Mstep: Class 18 contains 48218 members 
Mstep: Class 19 contains 20314 members 
Mstep: Class 20 contains 6600 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5156 members 
Mstep: Class 23 contains 49078 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326976.000000 Penalty: 181791.359375
Iteration 192Q: 22 clusters Score -2.33327e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 25045 members 
Mstep: Class 3 contains 134673 members 
Mstep: Class 4 contains 26078 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15529 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 93235 members 
Mstep: Class 12 contains 51819 members 
Mstep: Class 13 contains 569062 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 282109 members 
Mstep: Class 18 contains 48215 members 
Mstep: Class 19 contains 20314 members 
Mstep: Class 20 contains 6600 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5155 members 
Mstep: Class 23 contains 49077 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326976.000000 Penalty: 181791.359375
Iteration 193Q: 22 clusters Score -2.33327e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 25045 members 
Mstep: Class 3 contains 134670 members 
Mstep: Class 4 contains 26078 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15528 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 93238 members 
Mstep: Class 12 contains 51820 members 
Mstep: Class 13 contains 569051 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 282122 members 
Mstep: Class 18 contains 48213 members 
Mstep: Class 19 contains 20314 members 
Mstep: Class 20 contains 6600 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5155 members 
Mstep: Class 23 contains 49077 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327072.000000 Penalty: 181791.359375
Iteration 194Q: 22 clusters Score -2.333271e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29471 members 
Mstep: Class 2 contains 25045 members 
Mstep: Class 3 contains 134663 members 
Mstep: Class 4 contains 26079 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15527 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 93239 members 
Mstep: Class 12 contains 51819 members 
Mstep: Class 13 contains 569046 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 282133 members 
Mstep: Class 18 contains 48211 members 
Mstep: Class 19 contains 20315 members 
Mstep: Class 20 contains 6600 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5155 members 
Mstep: Class 23 contains 49078 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327120.000000 Penalty: 181791.359375
Iteration 195Q: 22 clusters Score -2.333271e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29472 members 
Mstep: Class 2 contains 25045 members 
Mstep: Class 3 contains 134658 members 
Mstep: Class 4 contains 26080 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15526 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 93240 members 
Mstep: Class 12 contains 51820 members 
Mstep: Class 13 contains 569041 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 282143 members 
Mstep: Class 18 contains 48208 members 
Mstep: Class 19 contains 20315 members 
Mstep: Class 20 contains 6600 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5155 members 
Mstep: Class 23 contains 49078 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327152.000000 Penalty: 181791.359375
Iteration 196Q: 22 clusters Score -2.333272e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29473 members 
Mstep: Class 2 contains 25045 members 
Mstep: Class 3 contains 134653 members 
Mstep: Class 4 contains 26081 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15525 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 93240 members 
Mstep: Class 12 contains 51821 members 
Mstep: Class 13 contains 569039 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 282152 members 
Mstep: Class 18 contains 48205 members 
Mstep: Class 19 contains 20315 members 
Mstep: Class 20 contains 6600 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5155 members 
Mstep: Class 23 contains 49077 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327120.000000 Penalty: 181791.359375
Iteration 197Q: 22 clusters Score -2.333271e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29475 members 
Mstep: Class 2 contains 25045 members 
Mstep: Class 3 contains 134651 members 
Mstep: Class 4 contains 26078 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15523 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 93240 members 
Mstep: Class 12 contains 51820 members 
Mstep: Class 13 contains 569041 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 282158 members 
Mstep: Class 18 contains 48203 members 
Mstep: Class 19 contains 20315 members 
Mstep: Class 20 contains 6600 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5155 members 
Mstep: Class 23 contains 49077 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327200.000000 Penalty: 181791.359375
Iteration 198Q: 22 clusters Score -2.333272e+08 nChanged 20
Entering ConstructFrom: 
Score: -233327200.000000 Penalty: 181791.359375
Entering ConstructFrom: 
Trying to split cluster 1 (29478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29478 members 
Entering Unmasked Estep 
Score: -5033854.000000 Penalty: 6303.482422
	Iteration 0F: 2 clusters Score -5033854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -5011351.500000 Penalty: 12606.964844
	Iteration 0F: 3 clusters Score -5011352 nChanged 12382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -5017871.000000 Penalty: 12606.964844
	Iteration 1F: 3 clusters Score -5017871 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -5018595.000000 Penalty: 12606.964844
	Iteration 2F: 3 clusters Score -5018595 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -5019115.500000 Penalty: 12606.964844
	Iteration 3Q: 3 clusters Score -5019116 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -5019510.500000 Penalty: 12606.964844
	Iteration 4Q: 3 clusters Score -5019510 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -5019841.500000 Penalty: 12606.964844
	Iteration 5Q: 3 clusters Score -5019842 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -5020167.500000 Penalty: 12606.964844
	Iteration 6Q: 3 clusters Score -5020168 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -5020493.500000 Penalty: 12606.964844
	Iteration 7Q: 3 clusters Score -5020494 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -5020781.000000 Penalty: 12606.964844
	Iteration 8Q: 3 clusters Score -5020781 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -5021102.000000 Penalty: 12606.964844
	Iteration 9Q: 3 clusters Score -5021102 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -5021425.000000 Penalty: 12606.964844
	Iteration 10Q: 3 clusters Score -5021425 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -5021786.000000 Penalty: 12606.964844
	Iteration 11Q: 3 clusters Score -5021786 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -5022199.500000 Penalty: 12606.964844
	Iteration 12Q: 3 clusters Score -5022200 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -5022635.000000 Penalty: 12606.964844
	Iteration 13Q: 3 clusters Score -5022635 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -5023097.000000 Penalty: 12606.964844
	Iteration 14Q: 3 clusters Score -5023097 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -5023623.500000 Penalty: 12606.964844
	Iteration 15Q: 3 clusters Score -5023624 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -5024186.500000 Penalty: 12606.964844
	Iteration 16Q: 3 clusters Score -5024186 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -5024729.000000 Penalty: 12606.964844
	Iteration 17Q: 3 clusters Score -5024729 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -5025269.000000 Penalty: 12606.964844
	Iteration 18Q: 3 clusters Score -5025269 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -5025748.000000 Penalty: 12606.964844
	Iteration 19Q: 3 clusters Score -5025748 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -5026168.000000 Penalty: 12606.964844
	Iteration 20F: 3 clusters Score -5026168 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -5026577.500000 Penalty: 12606.964844
	Iteration 21Q: 3 clusters Score -5026578 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 24518 members 
Entering Unmasked Estep 
Score: -5026901.500000 Penalty: 12606.964844
	Iteration 22Q: 3 clusters Score -5026902 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
Score: -5027157.000000 Penalty: 12606.964844
	Iteration 23Q: 3 clusters Score -5027157 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -5027427.000000 Penalty: 12606.964844
	Iteration 24Q: 3 clusters Score -5027427 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
Score: -5027627.500000 Penalty: 12606.964844
	Iteration 25Q: 3 clusters Score -5027628 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 26025 members 
Entering Unmasked Estep 
Score: -5027787.000000 Penalty: 12606.964844
	Iteration 26Q: 3 clusters Score -5027787 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 26254 members 
Entering Unmasked Estep 
Score: -5027941.500000 Penalty: 12606.964844
	Iteration 27Q: 3 clusters Score -5027942 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
Score: -5028049.500000 Penalty: 12606.964844
	Iteration 28Q: 3 clusters Score -5028050 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -5028137.000000 Penalty: 12606.964844
	Iteration 29Q: 3 clusters Score -5028137 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 26728 members 
Entering Unmasked Estep 
Score: -5028209.000000 Penalty: 12606.964844
	Iteration 30Q: 3 clusters Score -5028209 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 26835 members 
Entering Unmasked Estep 
Score: -5028260.500000 Penalty: 12606.964844
	Iteration 31Q: 3 clusters Score -5028260 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 26926 members 
Entering Unmasked Estep 
Score: -5028316.500000 Penalty: 12606.964844
	Iteration 32Q: 3 clusters Score -5028316 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 27005 members 
Entering Unmasked Estep 
Score: -5028365.500000 Penalty: 12606.964844
	Iteration 33Q: 3 clusters Score -5028366 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 27065 members 
Entering Unmasked Estep 
Score: -5028403.000000 Penalty: 12606.964844
	Iteration 34Q: 3 clusters Score -5028403 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 27122 members 
Entering Unmasked Estep 
Score: -5028428.000000 Penalty: 12606.964844
	Iteration 35Q: 3 clusters Score -5028428 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 27179 members 
Entering Unmasked Estep 
Score: -5028470.500000 Penalty: 12606.964844
	Iteration 36Q: 3 clusters Score -5028470 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 27230 members 
Entering Unmasked Estep 
Score: -5028488.500000 Penalty: 12606.964844
	Iteration 37Q: 3 clusters Score -5028488 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 27259 members 
Entering Unmasked Estep 
Score: -5028518.500000 Penalty: 12606.964844
	Iteration 38Q: 3 clusters Score -5028518 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -5028532.500000 Penalty: 12606.964844
	Iteration 39Q: 3 clusters Score -5028532 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 27313 members 
Entering Unmasked Estep 
Score: -5028552.000000 Penalty: 12606.964844
	Iteration 40F: 3 clusters Score -5028552 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 27342 members 
Entering Unmasked Estep 
Score: -5028567.000000 Penalty: 12606.964844
	Iteration 41Q: 3 clusters Score -5028567 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 27368 members 
Entering Unmasked Estep 
Score: -5028568.000000 Penalty: 12606.964844
	Iteration 42Q: 3 clusters Score -5028568 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 27387 members 
Entering Unmasked Estep 
Score: -5028575.000000 Penalty: 12606.964844
	Iteration 43Q: 3 clusters Score -5028575 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 27400 members 
Entering Unmasked Estep 
Score: -5028577.500000 Penalty: 12606.964844
	Iteration 44Q: 3 clusters Score -5028578 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -5028599.500000 Penalty: 12606.964844
	Iteration 45Q: 3 clusters Score -5028600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
Score: -5028601.500000 Penalty: 12606.964844
	Iteration 46Q: 3 clusters Score -5028602 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -5028609.500000 Penalty: 12606.964844
	Iteration 47Q: 3 clusters Score -5028610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 27442 members 
Entering Unmasked Estep 
Score: -5028613.000000 Penalty: 12606.964844
	Iteration 48Q: 3 clusters Score -5028613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 27451 members 
Entering Unmasked Estep 
Score: -5028613.000000 Penalty: 12606.964844
	Iteration 49Q: 3 clusters Score -5028613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 27458 members 
Entering Unmasked Estep 
Score: -5028614.000000 Penalty: 12606.964844
	Iteration 50Q: 3 clusters Score -5028614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -5028618.500000 Penalty: 12606.964844
	Iteration 51Q: 3 clusters Score -5028618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 27469 members 
Entering Unmasked Estep 
Score: -5028621.500000 Penalty: 12606.964844
	Iteration 52Q: 3 clusters Score -5028622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 27475 members 
Entering Unmasked Estep 
Score: -5028621.500000 Penalty: 12606.964844
	Iteration 53Q: 3 clusters Score -5028622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 27480 members 
Entering Unmasked Estep 
Score: -5028624.000000 Penalty: 12606.964844
	Iteration 54Q: 3 clusters Score -5028624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 27487 members 
Entering Unmasked Estep 
Score: -5028632.500000 Penalty: 12606.964844
	Iteration 55Q: 3 clusters Score -5028632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 27491 members 
Entering Unmasked Estep 
Score: -5028645.500000 Penalty: 12606.964844
	Iteration 56Q: 3 clusters Score -5028646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 27499 members 
Entering Unmasked Estep 
Score: -5028645.500000 Penalty: 12606.964844
	Iteration 57Q: 3 clusters Score -5028646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -5028643.000000 Penalty: 12606.964844
	Iteration 58Q: 3 clusters Score -5028643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -5028646.000000 Penalty: 12606.964844
	Iteration 59Q: 3 clusters Score -5028646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 27507 members 
Entering Unmasked Estep 
Score: -5028644.000000 Penalty: 12606.964844
	Iteration 60F: 3 clusters Score -5028644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 27510 members 
Entering Unmasked Estep 
Score: -5028641.000000 Penalty: 12606.964844
	Iteration 61Q: 3 clusters Score -5028641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 27515 members 
Entering Unmasked Estep 
Score: -5028651.000000 Penalty: 12606.964844
	Iteration 62Q: 3 clusters Score -5028651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -5028648.500000 Penalty: 12606.964844
	Iteration 63Q: 3 clusters Score -5028648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 27522 members 
Entering Unmasked Estep 
Score: -5028655.500000 Penalty: 12606.964844
	Iteration 64Q: 3 clusters Score -5028656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 27526 members 
Entering Unmasked Estep 
Score: -5028661.500000 Penalty: 12606.964844
	Iteration 65Q: 3 clusters Score -5028662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 27527 members 
Entering Unmasked Estep 
Score: -5028663.500000 Penalty: 12606.964844
	Iteration 66Q: 3 clusters Score -5028664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 27532 members 
Entering Unmasked Estep 
Score: -5028655.000000 Penalty: 12606.964844
	Iteration 67Q: 3 clusters Score -5028655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 27536 members 
Entering Unmasked Estep 
Score: -5028661.000000 Penalty: 12606.964844
	Iteration 68Q: 3 clusters Score -5028661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 27540 members 
Entering Unmasked Estep 
Score: -5028663.000000 Penalty: 12606.964844
	Iteration 69Q: 3 clusters Score -5028663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 27540 members 
Entering Unmasked Estep 
Score: -5028670.000000 Penalty: 12606.964844
	Iteration 70Q: 3 clusters Score -5028670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 27543 members 
Entering Unmasked Estep 
Score: -5028666.000000 Penalty: 12606.964844
	Iteration 71Q: 3 clusters Score -5028666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 27545 members 
Entering Unmasked Estep 
Score: -5028669.000000 Penalty: 12606.964844
	Iteration 72Q: 3 clusters Score -5028669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 27550 members 
Entering Unmasked Estep 
Score: -5028673.500000 Penalty: 12606.964844
	Iteration 73Q: 3 clusters Score -5028674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 27554 members 
Entering Unmasked Estep 
Score: -5028678.500000 Penalty: 12606.964844
	Iteration 74Q: 3 clusters Score -5028678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 27560 members 
Entering Unmasked Estep 
Score: -5028674.500000 Penalty: 12606.964844
	Iteration 75Q: 3 clusters Score -5028674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 27563 members 
Entering Unmasked Estep 
Score: -5028673.000000 Penalty: 12606.964844
	Iteration 76Q: 3 clusters Score -5028673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 27566 members 
Entering Unmasked Estep 
Score: -5028675.500000 Penalty: 12606.964844
	Iteration 77Q: 3 clusters Score -5028676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 27567 members 
Entering Unmasked Estep 
Score: -5028671.000000 Penalty: 12606.964844
	Iteration 78Q: 3 clusters Score -5028671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 27567 members 
Entering Unmasked Estep 
Score: -5028671.000000 Penalty: 12606.964844
	Iteration 79F: 3 clusters Score -5028671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (25045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25045 members 
Entering Unmasked Estep 
Score: -4366013.000000 Penalty: 6203.663086
	Iteration 0F: 2 clusters Score -4366013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -4346307.000000 Penalty: 12407.326172
	Iteration 0F: 3 clusters Score -4346307 nChanged 10390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -4351699.500000 Penalty: 12407.326172
	Iteration 1F: 3 clusters Score -4351700 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -4352307.500000 Penalty: 12407.326172
	Iteration 2F: 3 clusters Score -4352308 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -4352719.500000 Penalty: 12407.326172
	Iteration 3Q: 3 clusters Score -4352720 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -4353009.000000 Penalty: 12407.326172
	Iteration 4Q: 3 clusters Score -4353009 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -4353262.000000 Penalty: 12407.326172
	Iteration 5Q: 3 clusters Score -4353262 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -4353448.000000 Penalty: 12407.326172
	Iteration 6Q: 3 clusters Score -4353448 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -4353633.000000 Penalty: 12407.326172
	Iteration 7Q: 3 clusters Score -4353633 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -4353793.000000 Penalty: 12407.326172
	Iteration 8Q: 3 clusters Score -4353793 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -4353905.500000 Penalty: 12407.326172
	Iteration 9Q: 3 clusters Score -4353906 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -4353998.500000 Penalty: 12407.326172
	Iteration 10Q: 3 clusters Score -4353998 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -4354096.500000 Penalty: 12407.326172
	Iteration 11Q: 3 clusters Score -4354096 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -4354211.000000 Penalty: 12407.326172
	Iteration 12Q: 3 clusters Score -4354211 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -4354298.000000 Penalty: 12407.326172
	Iteration 13Q: 3 clusters Score -4354298 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -4354380.000000 Penalty: 12407.326172
	Iteration 14Q: 3 clusters Score -4354380 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -4354455.000000 Penalty: 12407.326172
	Iteration 15Q: 3 clusters Score -4354455 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -4354527.500000 Penalty: 12407.326172
	Iteration 16Q: 3 clusters Score -4354528 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -4354586.500000 Penalty: 12407.326172
	Iteration 17Q: 3 clusters Score -4354586 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -4354632.000000 Penalty: 12407.326172
	Iteration 18Q: 3 clusters Score -4354632 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -4354721.000000 Penalty: 12407.326172
	Iteration 19Q: 3 clusters Score -4354721 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -4354758.000000 Penalty: 12407.326172
	Iteration 20F: 3 clusters Score -4354758 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -4354804.000000 Penalty: 12407.326172
	Iteration 21Q: 3 clusters Score -4354804 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -4354875.500000 Penalty: 12407.326172
	Iteration 22Q: 3 clusters Score -4354876 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -4354930.500000 Penalty: 12407.326172
	Iteration 23Q: 3 clusters Score -4354930 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -4354975.500000 Penalty: 12407.326172
	Iteration 24Q: 3 clusters Score -4354976 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -4355048.500000 Penalty: 12407.326172
	Iteration 25Q: 3 clusters Score -4355048 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -4355086.500000 Penalty: 12407.326172
	Iteration 26Q: 3 clusters Score -4355086 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -4355151.000000 Penalty: 12407.326172
	Iteration 27Q: 3 clusters Score -4355151 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -4355211.500000 Penalty: 12407.326172
	Iteration 28Q: 3 clusters Score -4355212 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -4355275.500000 Penalty: 12407.326172
	Iteration 29Q: 3 clusters Score -4355276 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -4355310.500000 Penalty: 12407.326172
	Iteration 30Q: 3 clusters Score -4355310 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -4355395.500000 Penalty: 12407.326172
	Iteration 31Q: 3 clusters Score -4355396 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -4355447.500000 Penalty: 12407.326172
	Iteration 32Q: 3 clusters Score -4355448 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -4355502.000000 Penalty: 12407.326172
	Iteration 33Q: 3 clusters Score -4355502 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -4355571.000000 Penalty: 12407.326172
	Iteration 34Q: 3 clusters Score -4355571 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -4355622.000000 Penalty: 12407.326172
	Iteration 35Q: 3 clusters Score -4355622 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -4355677.000000 Penalty: 12407.326172
	Iteration 36Q: 3 clusters Score -4355677 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -4355721.500000 Penalty: 12407.326172
	Iteration 37Q: 3 clusters Score -4355722 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -4355783.000000 Penalty: 12407.326172
	Iteration 38Q: 3 clusters Score -4355783 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -4355846.000000 Penalty: 12407.326172
	Iteration 39Q: 3 clusters Score -4355846 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -4355903.000000 Penalty: 12407.326172
	Iteration 40F: 3 clusters Score -4355903 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -4355981.500000 Penalty: 12407.326172
	Iteration 41Q: 3 clusters Score -4355982 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -4356034.000000 Penalty: 12407.326172
	Iteration 42Q: 3 clusters Score -4356034 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -4356106.500000 Penalty: 12407.326172
	Iteration 43Q: 3 clusters Score -4356106 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -4356236.000000 Penalty: 12407.326172
	Iteration 44Q: 3 clusters Score -4356236 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -4356336.000000 Penalty: 12407.326172
	Iteration 45Q: 3 clusters Score -4356336 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -4356484.000000 Penalty: 12407.326172
	Iteration 46Q: 3 clusters Score -4356484 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -4356643.500000 Penalty: 12407.326172
	Iteration 47Q: 3 clusters Score -4356644 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -4356804.000000 Penalty: 12407.326172
	Iteration 48Q: 3 clusters Score -4356804 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -4357001.000000 Penalty: 12407.326172
	Iteration 49Q: 3 clusters Score -4357001 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -4357240.000000 Penalty: 12407.326172
	Iteration 50Q: 3 clusters Score -4357240 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -4357509.000000 Penalty: 12407.326172
	Iteration 51Q: 3 clusters Score -4357509 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -4357820.000000 Penalty: 12407.326172
	Iteration 52Q: 3 clusters Score -4357820 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -4358126.000000 Penalty: 12407.326172
	Iteration 53Q: 3 clusters Score -4358126 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -4358465.000000 Penalty: 12407.326172
	Iteration 54Q: 3 clusters Score -4358465 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -4358802.000000 Penalty: 12407.326172
	Iteration 55Q: 3 clusters Score -4358802 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22317 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -4359130.000000 Penalty: 12407.326172
	Iteration 56Q: 3 clusters Score -4359130 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -4359406.000000 Penalty: 12407.326172
	Iteration 57Q: 3 clusters Score -4359406 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -4359618.500000 Penalty: 12407.326172
	Iteration 58Q: 3 clusters Score -4359618 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -4359801.000000 Penalty: 12407.326172
	Iteration 59Q: 3 clusters Score -4359801 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -4359971.000000 Penalty: 12407.326172
	Iteration 60F: 3 clusters Score -4359971 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -4360106.000000 Penalty: 12407.326172
	Iteration 61Q: 3 clusters Score -4360106 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -4360191.000000 Penalty: 12407.326172
	Iteration 62Q: 3 clusters Score -4360191 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -4360258.000000 Penalty: 12407.326172
	Iteration 63Q: 3 clusters Score -4360258 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -4360310.000000 Penalty: 12407.326172
	Iteration 64Q: 3 clusters Score -4360310 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -4360350.000000 Penalty: 12407.326172
	Iteration 65Q: 3 clusters Score -4360350 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -4360373.000000 Penalty: 12407.326172
	Iteration 66Q: 3 clusters Score -4360373 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -4360412.500000 Penalty: 12407.326172
	Iteration 67Q: 3 clusters Score -4360412 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24026 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -4360423.500000 Penalty: 12407.326172
	Iteration 68Q: 3 clusters Score -4360424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -4360436.000000 Penalty: 12407.326172
	Iteration 69Q: 3 clusters Score -4360436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -4360441.500000 Penalty: 12407.326172
	Iteration 70Q: 3 clusters Score -4360442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -4360469.500000 Penalty: 12407.326172
	Iteration 71Q: 3 clusters Score -4360470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -4360467.500000 Penalty: 12407.326172
	Iteration 72Q: 3 clusters Score -4360468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24075 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -4360475.000000 Penalty: 12407.326172
	Iteration 73Q: 3 clusters Score -4360475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -4360476.500000 Penalty: 12407.326172
	Iteration 74Q: 3 clusters Score -4360476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -4360474.500000 Penalty: 12407.326172
	Iteration 75Q: 3 clusters Score -4360474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -4360485.000000 Penalty: 12407.326172
	Iteration 76Q: 3 clusters Score -4360485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -4360489.000000 Penalty: 12407.326172
	Iteration 77Q: 3 clusters Score -4360489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -4360488.500000 Penalty: 12407.326172
	Iteration 78Q: 3 clusters Score -4360488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -4360491.500000 Penalty: 12407.326172
	Iteration 79Q: 3 clusters Score -4360492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -4360494.000000 Penalty: 12407.326172
	Iteration 80F: 3 clusters Score -4360494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24099 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -4360496.500000 Penalty: 12407.326172
	Iteration 81Q: 3 clusters Score -4360496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -4360495.000000 Penalty: 12407.326172
	Iteration 82Q: 3 clusters Score -4360495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -4360502.500000 Penalty: 12407.326172
	Iteration 83Q: 3 clusters Score -4360502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -4360502.500000 Penalty: 12407.326172
	Iteration 84Q: 3 clusters Score -4360502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -4360510.000000 Penalty: 12407.326172
	Iteration 85Q: 3 clusters Score -4360510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -4360512.000000 Penalty: 12407.326172
	Iteration 86Q: 3 clusters Score -4360512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -4360513.000000 Penalty: 12407.326172
	Iteration 87Q: 3 clusters Score -4360513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -4360514.000000 Penalty: 12407.326172
	Iteration 88Q: 3 clusters Score -4360514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -4360514.000000 Penalty: 12407.326172
	Iteration 89F: 3 clusters Score -4360514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (134648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134648 members 
Entering Unmasked Estep 
Score: -23214908.000000 Penalty: 7233.881836
	Iteration 0F: 2 clusters Score -2.321491e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67690 members 
Mstep: Class 2 contains 66958 members 
Entering Unmasked Estep 
Score: -23123892.000000 Penalty: 14467.763672
	Iteration 0F: 3 clusters Score -2.312389e+07 nChanged 62315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70105 members 
Mstep: Class 2 contains 64543 members 
Entering Unmasked Estep 
Score: -23158976.000000 Penalty: 14467.763672
	Iteration 1F: 3 clusters Score -2.315898e+07 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71518 members 
Mstep: Class 2 contains 63130 members 
Entering Unmasked Estep 
Score: -23160260.000000 Penalty: 14467.763672
	Iteration 2Q: 3 clusters Score -2.316026e+07 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73519 members 
Mstep: Class 2 contains 61129 members 
Entering Unmasked Estep 
Score: -23161694.000000 Penalty: 14467.763672
	Iteration 3Q: 3 clusters Score -2.316169e+07 nChanged 5079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76456 members 
Mstep: Class 2 contains 58192 members 
Entering Unmasked Estep 
Score: -23163358.000000 Penalty: 14467.763672
	Iteration 4Q: 3 clusters Score -2.316336e+07 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80731 members 
Mstep: Class 2 contains 53917 members 
Entering Unmasked Estep 
Score: -23165796.000000 Penalty: 14467.763672
	Iteration 5Q: 3 clusters Score -2.31658e+07 nChanged 6655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86602 members 
Mstep: Class 2 contains 48046 members 
Entering Unmasked Estep 
Score: -23169186.000000 Penalty: 14467.763672
	Iteration 6Q: 3 clusters Score -2.316919e+07 nChanged 8158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94324 members 
Mstep: Class 2 contains 40324 members 
Entering Unmasked Estep 
Score: -23174690.000000 Penalty: 14467.763672
	Iteration 7F: 3 clusters Score -2.317469e+07 nChanged 9619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103719 members 
Mstep: Class 2 contains 30929 members 
Entering Unmasked Estep 
Score: -23182410.000000 Penalty: 14467.763672
	Iteration 8F: 3 clusters Score -2.318241e+07 nChanged 10158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113773 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -23191306.000000 Penalty: 14467.763672
	Iteration 9F: 3 clusters Score -2.319131e+07 nChanged 8533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122228 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -23199140.000000 Penalty: 14467.763672
	Iteration 10F: 3 clusters Score -2.319914e+07 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127808 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -23204254.000000 Penalty: 14467.763672
	Iteration 11Q: 3 clusters Score -2.320425e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130752 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -23206998.000000 Penalty: 14467.763672
	Iteration 12Q: 3 clusters Score -2.3207e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132065 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -23208182.000000 Penalty: 14467.763672
	Iteration 13Q: 3 clusters Score -2.320818e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132631 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -23208694.000000 Penalty: 14467.763672
	Iteration 14Q: 3 clusters Score -2.320869e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132914 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -23208978.000000 Penalty: 14467.763672
	Iteration 15Q: 3 clusters Score -2.320898e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133058 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -23209192.000000 Penalty: 14467.763672
	Iteration 16Q: 3 clusters Score -2.320919e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133145 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -23209252.000000 Penalty: 14467.763672
	Iteration 17Q: 3 clusters Score -2.320925e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133193 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -23209256.000000 Penalty: 14467.763672
	Iteration 18Q: 3 clusters Score -2.320926e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133231 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -23209338.000000 Penalty: 14467.763672
	Iteration 19Q: 3 clusters Score -2.320934e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133261 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -23209360.000000 Penalty: 14467.763672
	Iteration 20F: 3 clusters Score -2.320936e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133287 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -23209390.000000 Penalty: 14467.763672
	Iteration 21Q: 3 clusters Score -2.320939e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133301 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -23209432.000000 Penalty: 14467.763672
	Iteration 22Q: 3 clusters Score -2.320943e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133316 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -23209454.000000 Penalty: 14467.763672
	Iteration 23Q: 3 clusters Score -2.320945e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133328 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -23209456.000000 Penalty: 14467.763672
	Iteration 24Q: 3 clusters Score -2.320946e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133335 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -23209454.000000 Penalty: 14467.763672
	Iteration 25Q: 3 clusters Score -2.320945e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133342 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -23209492.000000 Penalty: 14467.763672
	Iteration 26Q: 3 clusters Score -2.320949e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133349 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -23209490.000000 Penalty: 14467.763672
	Iteration 27Q: 3 clusters Score -2.320949e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133357 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -23209510.000000 Penalty: 14467.763672
	Iteration 28Q: 3 clusters Score -2.320951e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133363 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -23209502.000000 Penalty: 14467.763672
	Iteration 29Q: 3 clusters Score -2.32095e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133370 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -23209498.000000 Penalty: 14467.763672
	Iteration 30Q: 3 clusters Score -2.32095e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133372 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -23209504.000000 Penalty: 14467.763672
	Iteration 31Q: 3 clusters Score -2.32095e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133374 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -23209516.000000 Penalty: 14467.763672
	Iteration 32Q: 3 clusters Score -2.320952e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133382 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -23209522.000000 Penalty: 14467.763672
	Iteration 33Q: 3 clusters Score -2.320952e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133386 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -23209522.000000 Penalty: 14467.763672
	Iteration 34Q: 3 clusters Score -2.320952e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133386 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -23209522.000000 Penalty: 14467.763672
	Iteration 35Q: 3 clusters Score -2.320952e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133384 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -23209540.000000 Penalty: 14467.763672
	Iteration 36Q: 3 clusters Score -2.320954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133384 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -23209528.000000 Penalty: 14467.763672
	Iteration 37Q: 3 clusters Score -2.320953e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133385 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -23209514.000000 Penalty: 14467.763672
	Iteration 38Q: 3 clusters Score -2.320951e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133385 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -23209522.000000 Penalty: 14467.763672
	Iteration 39Q: 3 clusters Score -2.320952e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133384 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -23209530.000000 Penalty: 14467.763672
	Iteration 40F: 3 clusters Score -2.320953e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Entering Unmasked Estep 
Score: -4313899.500000 Penalty: 6228.395508
	Iteration 0F: 2 clusters Score -4313900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -4293482.500000 Penalty: 12456.791016
	Iteration 0F: 3 clusters Score -4293482 nChanged 10855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -4299248.000000 Penalty: 12456.791016
	Iteration 1F: 3 clusters Score -4299248 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -4299964.500000 Penalty: 12456.791016
	Iteration 2F: 3 clusters Score -4299964 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -4300476.000000 Penalty: 12456.791016
	Iteration 3Q: 3 clusters Score -4300476 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -4300881.500000 Penalty: 12456.791016
	Iteration 4Q: 3 clusters Score -4300882 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -4301185.000000 Penalty: 12456.791016
	Iteration 5Q: 3 clusters Score -4301185 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -4301484.500000 Penalty: 12456.791016
	Iteration 6Q: 3 clusters Score -4301484 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -4301742.000000 Penalty: 12456.791016
	Iteration 7Q: 3 clusters Score -4301742 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -4301934.000000 Penalty: 12456.791016
	Iteration 8Q: 3 clusters Score -4301934 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -4302130.000000 Penalty: 12456.791016
	Iteration 9Q: 3 clusters Score -4302130 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -4302327.500000 Penalty: 12456.791016
	Iteration 10Q: 3 clusters Score -4302328 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -4302482.000000 Penalty: 12456.791016
	Iteration 11Q: 3 clusters Score -4302482 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -4302620.000000 Penalty: 12456.791016
	Iteration 12Q: 3 clusters Score -4302620 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -4302794.000000 Penalty: 12456.791016
	Iteration 13Q: 3 clusters Score -4302794 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -4302989.500000 Penalty: 12456.791016
	Iteration 14Q: 3 clusters Score -4302990 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -4303206.000000 Penalty: 12456.791016
	Iteration 15Q: 3 clusters Score -4303206 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -4303481.000000 Penalty: 12456.791016
	Iteration 16Q: 3 clusters Score -4303481 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -4303803.500000 Penalty: 12456.791016
	Iteration 17Q: 3 clusters Score -4303804 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -4304185.000000 Penalty: 12456.791016
	Iteration 18Q: 3 clusters Score -4304185 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -4304671.500000 Penalty: 12456.791016
	Iteration 19Q: 3 clusters Score -4304672 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -4305206.500000 Penalty: 12456.791016
	Iteration 20F: 3 clusters Score -4305206 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -4305739.000000 Penalty: 12456.791016
	Iteration 21Q: 3 clusters Score -4305739 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -4306296.000000 Penalty: 12456.791016
	Iteration 22Q: 3 clusters Score -4306296 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -4306824.000000 Penalty: 12456.791016
	Iteration 23Q: 3 clusters Score -4306824 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -4307313.500000 Penalty: 12456.791016
	Iteration 24Q: 3 clusters Score -4307314 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -4307765.500000 Penalty: 12456.791016
	Iteration 25Q: 3 clusters Score -4307766 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -4308151.500000 Penalty: 12456.791016
	Iteration 26Q: 3 clusters Score -4308152 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -4308446.500000 Penalty: 12456.791016
	Iteration 27Q: 3 clusters Score -4308446 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -4308709.500000 Penalty: 12456.791016
	Iteration 28Q: 3 clusters Score -4308710 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -4308928.500000 Penalty: 12456.791016
	Iteration 29Q: 3 clusters Score -4308928 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 23714 members 
Entering Unmasked Estep 
Score: -4309077.500000 Penalty: 12456.791016
	Iteration 30Q: 3 clusters Score -4309078 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 23886 members 
Entering Unmasked Estep 
Score: -4309214.000000 Penalty: 12456.791016
	Iteration 31Q: 3 clusters Score -4309214 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -4309324.000000 Penalty: 12456.791016
	Iteration 32Q: 3 clusters Score -4309324 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -4309398.000000 Penalty: 12456.791016
	Iteration 33Q: 3 clusters Score -4309398 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -4309465.000000 Penalty: 12456.791016
	Iteration 34Q: 3 clusters Score -4309465 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 24298 members 
Entering Unmasked Estep 
Score: -4309527.500000 Penalty: 12456.791016
	Iteration 35Q: 3 clusters Score -4309528 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -4309574.000000 Penalty: 12456.791016
	Iteration 36Q: 3 clusters Score -4309574 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -4309599.000000 Penalty: 12456.791016
	Iteration 37Q: 3 clusters Score -4309599 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -4309624.000000 Penalty: 12456.791016
	Iteration 38Q: 3 clusters Score -4309624 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
Score: -4309640.500000 Penalty: 12456.791016
	Iteration 39Q: 3 clusters Score -4309640 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -4309670.000000 Penalty: 12456.791016
	Iteration 40F: 3 clusters Score -4309670 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 24529 members 
Entering Unmasked Estep 
Score: -4309695.000000 Penalty: 12456.791016
	Iteration 41Q: 3 clusters Score -4309695 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 24547 members 
Entering Unmasked Estep 
Score: -4309705.500000 Penalty: 12456.791016
	Iteration 42Q: 3 clusters Score -4309706 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 24566 members 
Entering Unmasked Estep 
Score: -4309722.500000 Penalty: 12456.791016
	Iteration 43Q: 3 clusters Score -4309722 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -4309738.500000 Penalty: 12456.791016
	Iteration 44Q: 3 clusters Score -4309738 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -4309754.500000 Penalty: 12456.791016
	Iteration 45Q: 3 clusters Score -4309754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 24611 members 
Entering Unmasked Estep 
Score: -4309757.500000 Penalty: 12456.791016
	Iteration 46Q: 3 clusters Score -4309758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 24621 members 
Entering Unmasked Estep 
Score: -4309767.500000 Penalty: 12456.791016
	Iteration 47Q: 3 clusters Score -4309768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
Score: -4309768.500000 Penalty: 12456.791016
	Iteration 48Q: 3 clusters Score -4309768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -4309777.000000 Penalty: 12456.791016
	Iteration 49Q: 3 clusters Score -4309777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 24655 members 
Entering Unmasked Estep 
Score: -4309788.500000 Penalty: 12456.791016
	Iteration 50Q: 3 clusters Score -4309788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 24656 members 
Entering Unmasked Estep 
Score: -4309791.000000 Penalty: 12456.791016
	Iteration 51Q: 3 clusters Score -4309791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
Score: -4309791.000000 Penalty: 12456.791016
	Iteration 52Q: 3 clusters Score -4309791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -4309790.500000 Penalty: 12456.791016
	Iteration 53Q: 3 clusters Score -4309790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -4309796.000000 Penalty: 12456.791016
	Iteration 54Q: 3 clusters Score -4309796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -4309794.500000 Penalty: 12456.791016
	Iteration 55Q: 3 clusters Score -4309794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -4309803.500000 Penalty: 12456.791016
	Iteration 56Q: 3 clusters Score -4309804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 24671 members 
Entering Unmasked Estep 
Score: -4309802.500000 Penalty: 12456.791016
	Iteration 57Q: 3 clusters Score -4309802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 24672 members 
Entering Unmasked Estep 
Score: -4309804.500000 Penalty: 12456.791016
	Iteration 58Q: 3 clusters Score -4309804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 24672 members 
Entering Unmasked Estep 
Score: -4309804.500000 Penalty: 12456.791016
	Iteration 59F: 3 clusters Score -4309804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Entering Unmasked Estep 
Score: -278016.562500 Penalty: 4621.551270
	Iteration 0F: 2 clusters Score -278016.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -273241.781250 Penalty: 9243.102539
	Iteration 0F: 3 clusters Score -273241.8 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -274160.062500 Penalty: 9243.102539
	Iteration 1F: 3 clusters Score -274160.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -274900.093750 Penalty: 9243.102539
	Iteration 2F: 3 clusters Score -274900.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -275444.593750 Penalty: 9243.102539
	Iteration 3F: 3 clusters Score -275444.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -276186.687500 Penalty: 9243.102539
	Iteration 4F: 3 clusters Score -276186.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -276637.343750 Penalty: 9243.102539
	Iteration 5F: 3 clusters Score -276637.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -276891.718750 Penalty: 9243.102539
	Iteration 6Q: 3 clusters Score -276891.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -277093.906250 Penalty: 9243.102539
	Iteration 7Q: 3 clusters Score -277093.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -277236.625000 Penalty: 9243.102539
	Iteration 8Q: 3 clusters Score -277236.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -277307.375000 Penalty: 9243.102539
	Iteration 9Q: 3 clusters Score -277307.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -277344.031250 Penalty: 9243.102539
	Iteration 10Q: 3 clusters Score -277344 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -277370.093750 Penalty: 9243.102539
	Iteration 11Q: 3 clusters Score -277370.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -277390.312500 Penalty: 9243.102539
	Iteration 12Q: 3 clusters Score -277390.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -277407.656250 Penalty: 9243.102539
	Iteration 13Q: 3 clusters Score -277407.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -277412.718750 Penalty: 9243.102539
	Iteration 14Q: 3 clusters Score -277412.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -277416.718750 Penalty: 9243.102539
	Iteration 15Q: 3 clusters Score -277416.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -277418.593750 Penalty: 9243.102539
	Iteration 16Q: 3 clusters Score -277418.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -277425.375000 Penalty: 9243.102539
	Iteration 17Q: 3 clusters Score -277425.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -277426.875000 Penalty: 9243.102539
	Iteration 18Q: 3 clusters Score -277426.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -277426.875000 Penalty: 9243.102539
	Iteration 19F: 3 clusters Score -277426.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Entering Unmasked Estep 
Score: -2548747.500000 Penalty: 5910.593750
	Iteration 0F: 2 clusters Score -2548748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -2535145.750000 Penalty: 11821.187500
	Iteration 0F: 3 clusters Score -2535146 nChanged 6034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -2538664.750000 Penalty: 11821.187500
	Iteration 1F: 3 clusters Score -2538665 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -2539592.000000 Penalty: 11821.187500
	Iteration 2F: 3 clusters Score -2539592 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -2540484.750000 Penalty: 11821.187500
	Iteration 3F: 3 clusters Score -2540485 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -2541475.500000 Penalty: 11821.187500
	Iteration 4F: 3 clusters Score -2541476 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -2542444.000000 Penalty: 11821.187500
	Iteration 5F: 3 clusters Score -2542444 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -2543214.250000 Penalty: 11821.187500
	Iteration 6F: 3 clusters Score -2543214 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -2543727.500000 Penalty: 11821.187500
	Iteration 7Q: 3 clusters Score -2543728 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -2544101.500000 Penalty: 11821.187500
	Iteration 8Q: 3 clusters Score -2544102 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -2544354.750000 Penalty: 11821.187500
	Iteration 9Q: 3 clusters Score -2544355 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -2544507.500000 Penalty: 11821.187500
	Iteration 10Q: 3 clusters Score -2544508 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -2544612.750000 Penalty: 11821.187500
	Iteration 11Q: 3 clusters Score -2544613 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -2544683.750000 Penalty: 11821.187500
	Iteration 12Q: 3 clusters Score -2544684 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -2544730.500000 Penalty: 11821.187500
	Iteration 13Q: 3 clusters Score -2544730 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -2544774.750000 Penalty: 11821.187500
	Iteration 14Q: 3 clusters Score -2544775 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -2544808.000000 Penalty: 11821.187500
	Iteration 15Q: 3 clusters Score -2544808 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -2544822.000000 Penalty: 11821.187500
	Iteration 16Q: 3 clusters Score -2544822 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -2544838.000000 Penalty: 11821.187500
	Iteration 17Q: 3 clusters Score -2544838 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -2544842.000000 Penalty: 11821.187500
	Iteration 18Q: 3 clusters Score -2544842 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -2544856.000000 Penalty: 11821.187500
	Iteration 19Q: 3 clusters Score -2544856 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -2544863.500000 Penalty: 11821.187500
	Iteration 20F: 3 clusters Score -2544864 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -2544870.250000 Penalty: 11821.187500
	Iteration 21Q: 3 clusters Score -2544870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -2544872.000000 Penalty: 11821.187500
	Iteration 22Q: 3 clusters Score -2544872 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -2544871.750000 Penalty: 11821.187500
	Iteration 23Q: 3 clusters Score -2544872 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -2544872.000000 Penalty: 11821.187500
	Iteration 24Q: 3 clusters Score -2544872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -2544877.500000 Penalty: 11821.187500
	Iteration 25Q: 3 clusters Score -2544878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -2544876.500000 Penalty: 11821.187500
	Iteration 26Q: 3 clusters Score -2544876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -2544888.500000 Penalty: 11821.187500
	Iteration 27Q: 3 clusters Score -2544888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -2544891.250000 Penalty: 11821.187500
	Iteration 28Q: 3 clusters Score -2544891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -2544897.000000 Penalty: 11821.187500
	Iteration 29Q: 3 clusters Score -2544897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -2544896.250000 Penalty: 11821.187500
	Iteration 30Q: 3 clusters Score -2544896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -2544900.250000 Penalty: 11821.187500
	Iteration 31Q: 3 clusters Score -2544900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -2544903.000000 Penalty: 11821.187500
	Iteration 32Q: 3 clusters Score -2544903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -2544903.250000 Penalty: 11821.187500
	Iteration 33Q: 3 clusters Score -2544903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -2544908.750000 Penalty: 11821.187500
	Iteration 34Q: 3 clusters Score -2544909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -2544907.250000 Penalty: 11821.187500
	Iteration 35Q: 3 clusters Score -2544907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -2544901.250000 Penalty: 11821.187500
	Iteration 36Q: 3 clusters Score -2544901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -2544915.250000 Penalty: 11821.187500
	Iteration 37Q: 3 clusters Score -2544915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -2544917.000000 Penalty: 11821.187500
	Iteration 38Q: 3 clusters Score -2544917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -2544924.250000 Penalty: 11821.187500
	Iteration 39Q: 3 clusters Score -2544924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -2544922.750000 Penalty: 11821.187500
	Iteration 40F: 3 clusters Score -2544923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -2544924.500000 Penalty: 11821.187500
	Iteration 41Q: 3 clusters Score -2544924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -2544927.500000 Penalty: 11821.187500
	Iteration 42Q: 3 clusters Score -2544928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -2544927.500000 Penalty: 11821.187500
	Iteration 43Q: 3 clusters Score -2544928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -2544924.750000 Penalty: 11821.187500
	Iteration 44Q: 3 clusters Score -2544925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -2544924.500000 Penalty: 11821.187500
	Iteration 45Q: 3 clusters Score -2544924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -2544927.250000 Penalty: 11821.187500
	Iteration 46Q: 3 clusters Score -2544927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -2544929.250000 Penalty: 11821.187500
	Iteration 47Q: 3 clusters Score -2544929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -2544930.500000 Penalty: 11821.187500
	Iteration 48Q: 3 clusters Score -2544930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -2544932.000000 Penalty: 11821.187500
	Iteration 49Q: 3 clusters Score -2544932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -2544929.500000 Penalty: 11821.187500
	Iteration 50Q: 3 clusters Score -2544930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -2544931.250000 Penalty: 11821.187500
	Iteration 51Q: 3 clusters Score -2544931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -2544932.250000 Penalty: 11821.187500
	Iteration 52Q: 3 clusters Score -2544932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -2544934.500000 Penalty: 11821.187500
	Iteration 53Q: 3 clusters Score -2544934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -2544934.500000 Penalty: 11821.187500
	Iteration 54F: 3 clusters Score -2544934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -206311.812500 Penalty: 4386.493652
	Iteration 0F: 2 clusters Score -206311.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -202008.343750 Penalty: 8772.987305
	Iteration 0F: 3 clusters Score -202008.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -202441.484375 Penalty: 8772.987305
	Iteration 1F: 3 clusters Score -202441.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -202554.406250 Penalty: 8772.987305
	Iteration 2Q: 3 clusters Score -202554.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -202611.031250 Penalty: 8772.987305
	Iteration 3Q: 3 clusters Score -202611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -202659.406250 Penalty: 8772.987305
	Iteration 4Q: 3 clusters Score -202659.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -202685.968750 Penalty: 8772.987305
	Iteration 5Q: 3 clusters Score -202686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -202695.140625 Penalty: 8772.987305
	Iteration 6Q: 3 clusters Score -202695.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -202718.031250 Penalty: 8772.987305
	Iteration 7Q: 3 clusters Score -202718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -202738.171875 Penalty: 8772.987305
	Iteration 8Q: 3 clusters Score -202738.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -202755.515625 Penalty: 8772.987305
	Iteration 9Q: 3 clusters Score -202755.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -202777.171875 Penalty: 8772.987305
	Iteration 10Q: 3 clusters Score -202777.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -202783.125000 Penalty: 8772.987305
	Iteration 11Q: 3 clusters Score -202783.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -202784.343750 Penalty: 8772.987305
	Iteration 12Q: 3 clusters Score -202784.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -202784.343750 Penalty: 8772.987305
	Iteration 13F: 3 clusters Score -202784.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -1601128.625000 Penalty: 5623.119141
	Iteration 0F: 2 clusters Score -1601129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -1591095.500000 Penalty: 11246.238281
	Iteration 0F: 3 clusters Score -1591096 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1593067.625000 Penalty: 11246.238281
	Iteration 1F: 3 clusters Score -1593068 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1593482.875000 Penalty: 11246.238281
	Iteration 2F: 3 clusters Score -1593483 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1593732.750000 Penalty: 11246.238281
	Iteration 3Q: 3 clusters Score -1593733 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1593905.500000 Penalty: 11246.238281
	Iteration 4Q: 3 clusters Score -1593906 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1594022.875000 Penalty: 11246.238281
	Iteration 5Q: 3 clusters Score -1594023 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1594113.125000 Penalty: 11246.238281
	Iteration 6Q: 3 clusters Score -1594113 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1594189.250000 Penalty: 11246.238281
	Iteration 7Q: 3 clusters Score -1594189 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1594262.000000 Penalty: 11246.238281
	Iteration 8Q: 3 clusters Score -1594262 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1594322.750000 Penalty: 11246.238281
	Iteration 9Q: 3 clusters Score -1594323 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1594401.625000 Penalty: 11246.238281
	Iteration 10Q: 3 clusters Score -1594402 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1594506.000000 Penalty: 11246.238281
	Iteration 11Q: 3 clusters Score -1594506 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1594659.625000 Penalty: 11246.238281
	Iteration 12Q: 3 clusters Score -1594660 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1594855.125000 Penalty: 11246.238281
	Iteration 13Q: 3 clusters Score -1594855 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1595048.375000 Penalty: 11246.238281
	Iteration 14Q: 3 clusters Score -1595048 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1595232.625000 Penalty: 11246.238281
	Iteration 15Q: 3 clusters Score -1595233 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1595400.875000 Penalty: 11246.238281
	Iteration 16Q: 3 clusters Score -1595401 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1595579.750000 Penalty: 11246.238281
	Iteration 17Q: 3 clusters Score -1595580 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1595739.750000 Penalty: 11246.238281
	Iteration 18Q: 3 clusters Score -1595740 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1595896.875000 Penalty: 11246.238281
	Iteration 19Q: 3 clusters Score -1595897 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1596049.250000 Penalty: 11246.238281
	Iteration 20F: 3 clusters Score -1596049 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1596196.125000 Penalty: 11246.238281
	Iteration 21Q: 3 clusters Score -1596196 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1596311.125000 Penalty: 11246.238281
	Iteration 22Q: 3 clusters Score -1596311 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1596395.125000 Penalty: 11246.238281
	Iteration 23Q: 3 clusters Score -1596395 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1596472.125000 Penalty: 11246.238281
	Iteration 24Q: 3 clusters Score -1596472 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1596543.000000 Penalty: 11246.238281
	Iteration 25Q: 3 clusters Score -1596543 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1596621.875000 Penalty: 11246.238281
	Iteration 26Q: 3 clusters Score -1596622 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1596684.500000 Penalty: 11246.238281
	Iteration 27Q: 3 clusters Score -1596684 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1596724.375000 Penalty: 11246.238281
	Iteration 28Q: 3 clusters Score -1596724 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1596768.625000 Penalty: 11246.238281
	Iteration 29Q: 3 clusters Score -1596769 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1596799.375000 Penalty: 11246.238281
	Iteration 30Q: 3 clusters Score -1596799 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1596835.375000 Penalty: 11246.238281
	Iteration 31Q: 3 clusters Score -1596835 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1596866.000000 Penalty: 11246.238281
	Iteration 32Q: 3 clusters Score -1596866 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1596897.000000 Penalty: 11246.238281
	Iteration 33Q: 3 clusters Score -1596897 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1596934.500000 Penalty: 11246.238281
	Iteration 34Q: 3 clusters Score -1596934 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1596965.000000 Penalty: 11246.238281
	Iteration 35Q: 3 clusters Score -1596965 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1596996.250000 Penalty: 11246.238281
	Iteration 36Q: 3 clusters Score -1596996 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1597028.000000 Penalty: 11246.238281
	Iteration 37Q: 3 clusters Score -1597028 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1597056.625000 Penalty: 11246.238281
	Iteration 38Q: 3 clusters Score -1597057 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1597078.375000 Penalty: 11246.238281
	Iteration 39Q: 3 clusters Score -1597078 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1597101.500000 Penalty: 11246.238281
	Iteration 40F: 3 clusters Score -1597102 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1597116.125000 Penalty: 11246.238281
	Iteration 41Q: 3 clusters Score -1597116 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1597124.250000 Penalty: 11246.238281
	Iteration 42Q: 3 clusters Score -1597124 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1597138.625000 Penalty: 11246.238281
	Iteration 43Q: 3 clusters Score -1597139 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1597149.750000 Penalty: 11246.238281
	Iteration 44Q: 3 clusters Score -1597150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1597157.375000 Penalty: 11246.238281
	Iteration 45Q: 3 clusters Score -1597157 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1597165.750000 Penalty: 11246.238281
	Iteration 46Q: 3 clusters Score -1597166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1597171.375000 Penalty: 11246.238281
	Iteration 47Q: 3 clusters Score -1597171 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1597177.000000 Penalty: 11246.238281
	Iteration 48Q: 3 clusters Score -1597177 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1597183.250000 Penalty: 11246.238281
	Iteration 49Q: 3 clusters Score -1597183 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1597194.625000 Penalty: 11246.238281
	Iteration 50Q: 3 clusters Score -1597195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1597191.625000 Penalty: 11246.238281
	Iteration 51Q: 3 clusters Score -1597192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1597196.125000 Penalty: 11246.238281
	Iteration 52Q: 3 clusters Score -1597196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1597200.375000 Penalty: 11246.238281
	Iteration 53Q: 3 clusters Score -1597200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1597204.375000 Penalty: 11246.238281
	Iteration 54Q: 3 clusters Score -1597204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1597206.250000 Penalty: 11246.238281
	Iteration 55Q: 3 clusters Score -1597206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1597210.125000 Penalty: 11246.238281
	Iteration 56Q: 3 clusters Score -1597210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1597213.625000 Penalty: 11246.238281
	Iteration 57Q: 3 clusters Score -1597214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1597216.500000 Penalty: 11246.238281
	Iteration 58Q: 3 clusters Score -1597216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1597214.625000 Penalty: 11246.238281
	Iteration 59Q: 3 clusters Score -1597215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1597215.625000 Penalty: 11246.238281
	Iteration 60F: 3 clusters Score -1597216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (93240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93240 members 
Entering Unmasked Estep 
Score: -15751599.000000 Penalty: 7008.795898
	Iteration 0F: 2 clusters Score -1.57516e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46693 members 
Mstep: Class 2 contains 46547 members 
Entering Unmasked Estep 
Score: -15687832.000000 Penalty: 14017.591797
	Iteration 0F: 3 clusters Score -1.568783e+07 nChanged 42548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47139 members 
Mstep: Class 2 contains 46101 members 
Entering Unmasked Estep 
Score: -15710925.000000 Penalty: 14017.591797
	Iteration 1F: 3 clusters Score -1.571092e+07 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47472 members 
Mstep: Class 2 contains 45768 members 
Entering Unmasked Estep 
Score: -15711917.000000 Penalty: 14017.591797
	Iteration 2Q: 3 clusters Score -1.571192e+07 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47919 members 
Mstep: Class 2 contains 45321 members 
Entering Unmasked Estep 
Score: -15712766.000000 Penalty: 14017.591797
	Iteration 3Q: 3 clusters Score -1.571277e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48601 members 
Mstep: Class 2 contains 44639 members 
Entering Unmasked Estep 
Score: -15713406.000000 Penalty: 14017.591797
	Iteration 4Q: 3 clusters Score -1.571341e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49539 members 
Mstep: Class 2 contains 43701 members 
Entering Unmasked Estep 
Score: -15714150.000000 Penalty: 14017.591797
	Iteration 5Q: 3 clusters Score -1.571415e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50721 members 
Mstep: Class 2 contains 42519 members 
Entering Unmasked Estep 
Score: -15714766.000000 Penalty: 14017.591797
	Iteration 6Q: 3 clusters Score -1.571477e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52360 members 
Mstep: Class 2 contains 40880 members 
Entering Unmasked Estep 
Score: -15715543.000000 Penalty: 14017.591797
	Iteration 7Q: 3 clusters Score -1.571554e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54481 members 
Mstep: Class 2 contains 38759 members 
Entering Unmasked Estep 
Score: -15716430.000000 Penalty: 14017.591797
	Iteration 8Q: 3 clusters Score -1.571643e+07 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57375 members 
Mstep: Class 2 contains 35865 members 
Entering Unmasked Estep 
Score: -15717655.000000 Penalty: 14017.591797
	Iteration 9Q: 3 clusters Score -1.571766e+07 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61216 members 
Mstep: Class 2 contains 32024 members 
Entering Unmasked Estep 
Score: -15719567.000000 Penalty: 14017.591797
	Iteration 10Q: 3 clusters Score -1.571957e+07 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66291 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
Score: -15722665.000000 Penalty: 14017.591797
	Iteration 11F: 3 clusters Score -1.572266e+07 nChanged 6325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72564 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -15727354.000000 Penalty: 14017.591797
	Iteration 12F: 3 clusters Score -1.572735e+07 nChanged 6809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79353 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -15732956.000000 Penalty: 14017.591797
	Iteration 13F: 3 clusters Score -1.573296e+07 nChanged 5873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85222 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -15738228.000000 Penalty: 14017.591797
	Iteration 14F: 3 clusters Score -1.573823e+07 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89184 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -15741818.000000 Penalty: 14017.591797
	Iteration 15Q: 3 clusters Score -1.574182e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91208 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -15743714.000000 Penalty: 14017.591797
	Iteration 16Q: 3 clusters Score -1.574371e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92039 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -15744568.000000 Penalty: 14017.591797
	Iteration 17Q: 3 clusters Score -1.574457e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92361 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -15744963.000000 Penalty: 14017.591797
	Iteration 18Q: 3 clusters Score -1.574496e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92508 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -15745157.000000 Penalty: 14017.591797
	Iteration 19Q: 3 clusters Score -1.574516e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92574 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -15745265.000000 Penalty: 14017.591797
	Iteration 20F: 3 clusters Score -1.574526e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92614 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -15745326.000000 Penalty: 14017.591797
	Iteration 21Q: 3 clusters Score -1.574533e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92644 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -15745364.000000 Penalty: 14017.591797
	Iteration 22Q: 3 clusters Score -1.574536e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92661 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -15745391.000000 Penalty: 14017.591797
	Iteration 23Q: 3 clusters Score -1.574539e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92674 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -15745405.000000 Penalty: 14017.591797
	Iteration 24Q: 3 clusters Score -1.57454e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92683 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -15745418.000000 Penalty: 14017.591797
	Iteration 25Q: 3 clusters Score -1.574542e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92692 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -15745444.000000 Penalty: 14017.591797
	Iteration 26Q: 3 clusters Score -1.574544e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92696 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -15745440.000000 Penalty: 14017.591797
	Iteration 27Q: 3 clusters Score -1.574544e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92696 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -15745440.000000 Penalty: 14017.591797
	Iteration 28Q: 3 clusters Score -1.574544e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92697 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -15745438.000000 Penalty: 14017.591797
	Iteration 29Q: 3 clusters Score -1.574544e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92697 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -15745438.000000 Penalty: 14017.591797
	Iteration 30F: 3 clusters Score -1.574544e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (51821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51821 members 
Entering Unmasked Estep 
Score: -9010594.000000 Penalty: 6649.024902
	Iteration 0F: 2 clusters Score -9010594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 25796 members 
Entering Unmasked Estep 
Score: -8973622.000000 Penalty: 13298.049805
	Iteration 0F: 3 clusters Score -8973622 nChanged 22963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26258 members 
Mstep: Class 2 contains 25563 members 
Entering Unmasked Estep 
Score: -8985811.000000 Penalty: 13298.049805
	Iteration 1F: 3 clusters Score -8985811 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26405 members 
Mstep: Class 2 contains 25416 members 
Entering Unmasked Estep 
Score: -8986694.000000 Penalty: 13298.049805
	Iteration 2Q: 3 clusters Score -8986694 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 25181 members 
Entering Unmasked Estep 
Score: -8987446.000000 Penalty: 13298.049805
	Iteration 3Q: 3 clusters Score -8987446 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 24852 members 
Entering Unmasked Estep 
Score: -8988264.000000 Penalty: 13298.049805
	Iteration 4Q: 3 clusters Score -8988264 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -8989088.000000 Penalty: 13298.049805
	Iteration 5Q: 3 clusters Score -8989088 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28036 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -8989866.000000 Penalty: 13298.049805
	Iteration 6Q: 3 clusters Score -8989866 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28915 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -8990910.000000 Penalty: 13298.049805
	Iteration 7Q: 3 clusters Score -8990910 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30088 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -8992078.000000 Penalty: 13298.049805
	Iteration 8Q: 3 clusters Score -8992078 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -8993459.000000 Penalty: 13298.049805
	Iteration 9Q: 3 clusters Score -8993459 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33416 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -8995151.000000 Penalty: 13298.049805
	Iteration 10F: 3 clusters Score -8995151 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35488 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -8997052.000000 Penalty: 13298.049805
	Iteration 11F: 3 clusters Score -8997052 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37450 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -8998761.000000 Penalty: 13298.049805
	Iteration 12Q: 3 clusters Score -8998761 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39064 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -9000136.000000 Penalty: 13298.049805
	Iteration 13Q: 3 clusters Score -9000136 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40368 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -9001195.000000 Penalty: 13298.049805
	Iteration 14Q: 3 clusters Score -9001195 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41416 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -9001932.000000 Penalty: 13298.049805
	Iteration 15Q: 3 clusters Score -9001932 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42246 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -9002505.000000 Penalty: 13298.049805
	Iteration 16Q: 3 clusters Score -9002505 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42956 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -9002979.000000 Penalty: 13298.049805
	Iteration 17Q: 3 clusters Score -9002979 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43539 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -9003375.000000 Penalty: 13298.049805
	Iteration 18Q: 3 clusters Score -9003375 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44080 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -9003710.000000 Penalty: 13298.049805
	Iteration 19Q: 3 clusters Score -9003710 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44564 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -9004041.000000 Penalty: 13298.049805
	Iteration 20F: 3 clusters Score -9004041 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44939 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -9004245.000000 Penalty: 13298.049805
	Iteration 21Q: 3 clusters Score -9004245 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45257 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -9004416.000000 Penalty: 13298.049805
	Iteration 22Q: 3 clusters Score -9004416 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45517 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -9004558.000000 Penalty: 13298.049805
	Iteration 23Q: 3 clusters Score -9004558 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45748 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -9004653.000000 Penalty: 13298.049805
	Iteration 24Q: 3 clusters Score -9004653 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45938 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -9004733.000000 Penalty: 13298.049805
	Iteration 25Q: 3 clusters Score -9004733 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46090 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -9004765.000000 Penalty: 13298.049805
	Iteration 26Q: 3 clusters Score -9004765 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46226 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -9004812.000000 Penalty: 13298.049805
	Iteration 27Q: 3 clusters Score -9004812 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46354 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -9004842.000000 Penalty: 13298.049805
	Iteration 28Q: 3 clusters Score -9004842 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46460 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -9004850.000000 Penalty: 13298.049805
	Iteration 29Q: 3 clusters Score -9004850 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46552 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -9004879.000000 Penalty: 13298.049805
	Iteration 30Q: 3 clusters Score -9004879 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46622 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -9004889.000000 Penalty: 13298.049805
	Iteration 31Q: 3 clusters Score -9004889 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46679 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -9004892.000000 Penalty: 13298.049805
	Iteration 32Q: 3 clusters Score -9004892 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46739 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -9004928.000000 Penalty: 13298.049805
	Iteration 33Q: 3 clusters Score -9004928 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46790 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -9004931.000000 Penalty: 13298.049805
	Iteration 34Q: 3 clusters Score -9004931 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46830 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -9004943.000000 Penalty: 13298.049805
	Iteration 35Q: 3 clusters Score -9004943 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46870 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -9004947.000000 Penalty: 13298.049805
	Iteration 36Q: 3 clusters Score -9004947 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46911 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -9004946.000000 Penalty: 13298.049805
	Iteration 37Q: 3 clusters Score -9004946 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46938 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -9004957.000000 Penalty: 13298.049805
	Iteration 38Q: 3 clusters Score -9004957 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46975 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -9004953.000000 Penalty: 13298.049805
	Iteration 39Q: 3 clusters Score -9004953 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47012 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -9004962.000000 Penalty: 13298.049805
	Iteration 40F: 3 clusters Score -9004962 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47058 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -9004987.000000 Penalty: 13298.049805
	Iteration 41Q: 3 clusters Score -9004987 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47095 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -9005000.000000 Penalty: 13298.049805
	Iteration 42Q: 3 clusters Score -9005000 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47117 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -9005008.000000 Penalty: 13298.049805
	Iteration 43Q: 3 clusters Score -9005008 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47140 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -9005019.000000 Penalty: 13298.049805
	Iteration 44Q: 3 clusters Score -9005019 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47158 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -9005008.000000 Penalty: 13298.049805
	Iteration 45Q: 3 clusters Score -9005008 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47173 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -9005017.000000 Penalty: 13298.049805
	Iteration 46Q: 3 clusters Score -9005017 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47190 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -9005019.000000 Penalty: 13298.049805
	Iteration 47Q: 3 clusters Score -9005019 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47211 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -9005027.000000 Penalty: 13298.049805
	Iteration 48Q: 3 clusters Score -9005027 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47235 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -9005030.000000 Penalty: 13298.049805
	Iteration 49Q: 3 clusters Score -9005030 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47260 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -9005045.000000 Penalty: 13298.049805
	Iteration 50Q: 3 clusters Score -9005045 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47287 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -9005044.000000 Penalty: 13298.049805
	Iteration 51Q: 3 clusters Score -9005044 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47309 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -9005040.000000 Penalty: 13298.049805
	Iteration 52Q: 3 clusters Score -9005040 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47331 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -9005056.000000 Penalty: 13298.049805
	Iteration 53Q: 3 clusters Score -9005056 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47349 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -9005063.000000 Penalty: 13298.049805
	Iteration 54Q: 3 clusters Score -9005063 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47364 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -9005067.000000 Penalty: 13298.049805
	Iteration 55Q: 3 clusters Score -9005067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47370 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -9005059.000000 Penalty: 13298.049805
	Iteration 56Q: 3 clusters Score -9005059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47375 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -9005063.000000 Penalty: 13298.049805
	Iteration 57Q: 3 clusters Score -9005063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47383 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -9005063.000000 Penalty: 13298.049805
	Iteration 58Q: 3 clusters Score -9005063 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47393 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -9005066.000000 Penalty: 13298.049805
	Iteration 59Q: 3 clusters Score -9005066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47402 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -9005070.000000 Penalty: 13298.049805
	Iteration 60F: 3 clusters Score -9005070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47409 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -9005079.000000 Penalty: 13298.049805
	Iteration 61Q: 3 clusters Score -9005079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47414 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -9005080.000000 Penalty: 13298.049805
	Iteration 62Q: 3 clusters Score -9005080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47421 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -9005071.000000 Penalty: 13298.049805
	Iteration 63Q: 3 clusters Score -9005071 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47434 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -9005070.000000 Penalty: 13298.049805
	Iteration 64Q: 3 clusters Score -9005070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47443 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -9005076.000000 Penalty: 13298.049805
	Iteration 65Q: 3 clusters Score -9005076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47450 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -9005073.000000 Penalty: 13298.049805
	Iteration 66Q: 3 clusters Score -9005073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47457 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -9005076.000000 Penalty: 13298.049805
	Iteration 67Q: 3 clusters Score -9005076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47466 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -9005068.000000 Penalty: 13298.049805
	Iteration 68Q: 3 clusters Score -9005068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47478 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -9005065.000000 Penalty: 13298.049805
	Iteration 69Q: 3 clusters Score -9005065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47487 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -9005064.000000 Penalty: 13298.049805
	Iteration 70Q: 3 clusters Score -9005064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47493 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -9005073.000000 Penalty: 13298.049805
	Iteration 71Q: 3 clusters Score -9005073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47497 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -9005079.000000 Penalty: 13298.049805
	Iteration 72Q: 3 clusters Score -9005079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47502 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -9005065.000000 Penalty: 13298.049805
	Iteration 73Q: 3 clusters Score -9005065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47508 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -9005074.000000 Penalty: 13298.049805
	Iteration 74Q: 3 clusters Score -9005074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47517 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -9005063.000000 Penalty: 13298.049805
	Iteration 75Q: 3 clusters Score -9005063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47523 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -9005073.000000 Penalty: 13298.049805
	Iteration 76Q: 3 clusters Score -9005073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47524 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -9005070.000000 Penalty: 13298.049805
	Iteration 77Q: 3 clusters Score -9005070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47525 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -9005067.000000 Penalty: 13298.049805
	Iteration 78Q: 3 clusters Score -9005067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47525 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -9005067.000000 Penalty: 13298.049805
	Iteration 79F: 3 clusters Score -9005067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (569046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569046 members 
Entering Unmasked Estep 
Score: -97570088.000000 Penalty: 8116.676270
	Iteration 0F: 2 clusters Score -9.757009e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285128 members 
Mstep: Class 2 contains 283918 members 
Entering Unmasked Estep 
Score: -97241368.000000 Penalty: 16233.352539
	Iteration 0F: 3 clusters Score -9.724137e+07 nChanged 274333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294889 members 
Mstep: Class 2 contains 274157 members 
Entering Unmasked Estep 
Score: -97401512.000000 Penalty: 16233.352539
	Iteration 1F: 3 clusters Score -9.740151e+07 nChanged 13737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300740 members 
Mstep: Class 2 contains 268306 members 
Entering Unmasked Estep 
Score: -97404520.000000 Penalty: 16233.352539
	Iteration 2Q: 3 clusters Score -9.740452e+07 nChanged 15605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309929 members 
Mstep: Class 2 contains 259117 members 
Entering Unmasked Estep 
Score: -97408128.000000 Penalty: 16233.352539
	Iteration 3Q: 3 clusters Score -9.740813e+07 nChanged 19179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324172 members 
Mstep: Class 2 contains 244874 members 
Entering Unmasked Estep 
Score: -97414336.000000 Penalty: 16233.352539
	Iteration 4Q: 3 clusters Score -9.741434e+07 nChanged 25233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345797 members 
Mstep: Class 2 contains 223249 members 
Entering Unmasked Estep 
Score: -97425952.000000 Penalty: 16233.352539
	Iteration 5Q: 3 clusters Score -9.742595e+07 nChanged 33942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377505 members 
Mstep: Class 2 contains 191541 members 
Entering Unmasked Estep 
Score: -97444968.000000 Penalty: 16233.352539
	Iteration 6F: 3 clusters Score -9.744497e+07 nChanged 43991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420430 members 
Mstep: Class 2 contains 148616 members 
Entering Unmasked Estep 
Score: -97477216.000000 Penalty: 16233.352539
	Iteration 7F: 3 clusters Score -9.747722e+07 nChanged 49228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469396 members 
Mstep: Class 2 contains 99650 members 
Entering Unmasked Estep 
Score: -97508200.000000 Penalty: 16233.352539
	Iteration 8F: 3 clusters Score -9.75082e+07 nChanged 43980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513336 members 
Mstep: Class 2 contains 55710 members 
Entering Unmasked Estep 
Score: -97529808.000000 Penalty: 16233.352539
	Iteration 9F: 3 clusters Score -9.752981e+07 nChanged 30027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543355 members 
Mstep: Class 2 contains 25691 members 
Entering Unmasked Estep 
Score: -97545552.000000 Penalty: 16233.352539
	Iteration 10F: 3 clusters Score -9.754555e+07 nChanged 15955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559310 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -97555896.000000 Penalty: 16233.352539
	Iteration 11Q: 3 clusters Score -9.75559e+07 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565518 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -97559832.000000 Penalty: 16233.352539
	Iteration 12Q: 3 clusters Score -9.755983e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567405 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -97561392.000000 Penalty: 16233.352539
	Iteration 13Q: 3 clusters Score -9.756139e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567958 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -97562048.000000 Penalty: 16233.352539
	Iteration 14Q: 3 clusters Score -9.756205e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568138 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -97562344.000000 Penalty: 16233.352539
	Iteration 15Q: 3 clusters Score -9.756234e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568210 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -97562488.000000 Penalty: 16233.352539
	Iteration 16Q: 3 clusters Score -9.756249e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568251 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -97562592.000000 Penalty: 16233.352539
	Iteration 17Q: 3 clusters Score -9.756259e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568267 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -97562584.000000 Penalty: 16233.352539
	Iteration 18Q: 3 clusters Score -9.756258e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568274 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -97562664.000000 Penalty: 16233.352539
	Iteration 19Q: 3 clusters Score -9.756266e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568282 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -97562696.000000 Penalty: 16233.352539
	Iteration 20F: 3 clusters Score -9.75627e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568287 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -97562768.000000 Penalty: 16233.352539
	Iteration 21Q: 3 clusters Score -9.756277e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568296 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -97562760.000000 Penalty: 16233.352539
	Iteration 22Q: 3 clusters Score -9.756276e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568303 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -97562784.000000 Penalty: 16233.352539
	Iteration 23Q: 3 clusters Score -9.756278e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568304 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -97562800.000000 Penalty: 16233.352539
	Iteration 24Q: 3 clusters Score -9.75628e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568310 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -97562824.000000 Penalty: 16233.352539
	Iteration 25Q: 3 clusters Score -9.756282e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568313 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -97562832.000000 Penalty: 16233.352539
	Iteration 26Q: 3 clusters Score -9.756283e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568315 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -97562904.000000 Penalty: 16233.352539
	Iteration 27Q: 3 clusters Score -9.75629e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568320 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -97562840.000000 Penalty: 16233.352539
	Iteration 28Q: 3 clusters Score -9.756284e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568321 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -97562840.000000 Penalty: 16233.352539
	Iteration 29Q: 3 clusters Score -9.756284e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568321 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -97562872.000000 Penalty: 16233.352539
	Iteration 30Q: 3 clusters Score -9.756287e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568323 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -97562872.000000 Penalty: 16233.352539
	Iteration 31Q: 3 clusters Score -9.756287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568323 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -97562880.000000 Penalty: 16233.352539
	Iteration 32Q: 3 clusters Score -9.756288e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568324 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -97562864.000000 Penalty: 16233.352539
	Iteration 33Q: 3 clusters Score -9.756286e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568324 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -97562864.000000 Penalty: 16233.352539
	Iteration 34Q: 3 clusters Score -9.756286e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568322 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -97562896.000000 Penalty: 16233.352539
	Iteration 35Q: 3 clusters Score -9.75629e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568319 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -97562880.000000 Penalty: 16233.352539
	Iteration 36Q: 3 clusters Score -9.756288e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568319 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -97562872.000000 Penalty: 16233.352539
	Iteration 37Q: 3 clusters Score -9.756287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568318 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -97562904.000000 Penalty: 16233.352539
	Iteration 38Q: 3 clusters Score -9.75629e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568317 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -97562912.000000 Penalty: 16233.352539
	Iteration 39Q: 3 clusters Score -9.756291e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568318 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -97562880.000000 Penalty: 16233.352539
	Iteration 40F: 3 clusters Score -9.756288e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568319 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -97562928.000000 Penalty: 16233.352539
	Iteration 41Q: 3 clusters Score -9.756293e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568319 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -97562928.000000 Penalty: 16233.352539
	Iteration 42F: 3 clusters Score -9.756293e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Entering Unmasked Estep 
Score: -204150.687500 Penalty: 4413.906250
	Iteration 0F: 2 clusters Score -204150.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -199744.218750 Penalty: 8827.812500
	Iteration 0F: 3 clusters Score -199744.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -200334.921875 Penalty: 8827.812500
	Iteration 1F: 3 clusters Score -200334.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -200780.312500 Penalty: 8827.812500
	Iteration 2F: 3 clusters Score -200780.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -201233.750000 Penalty: 8827.812500
	Iteration 3F: 3 clusters Score -201233.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -201676.500000 Penalty: 8827.812500
	Iteration 4F: 3 clusters Score -201676.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -202089.328125 Penalty: 8827.812500
	Iteration 5F: 3 clusters Score -202089.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -202380.171875 Penalty: 8827.812500
	Iteration 6Q: 3 clusters Score -202380.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -202599.640625 Penalty: 8827.812500
	Iteration 7Q: 3 clusters Score -202599.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -202805.734375 Penalty: 8827.812500
	Iteration 8Q: 3 clusters Score -202805.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -202871.406250 Penalty: 8827.812500
	Iteration 9Q: 3 clusters Score -202871.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -202890.359375 Penalty: 8827.812500
	Iteration 10Q: 3 clusters Score -202890.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -202914.203125 Penalty: 8827.812500
	Iteration 11Q: 3 clusters Score -202914.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -202928.265625 Penalty: 8827.812500
	Iteration 12Q: 3 clusters Score -202928.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -202967.609375 Penalty: 8827.812500
	Iteration 13Q: 3 clusters Score -202967.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -202976.437500 Penalty: 8827.812500
	Iteration 14Q: 3 clusters Score -202976.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -202980.015625 Penalty: 8827.812500
	Iteration 15Q: 3 clusters Score -202980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -202980.015625 Penalty: 8827.812500
	Iteration 16F: 3 clusters Score -202980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Entering Unmasked Estep 
Score: -200465.375000 Penalty: 4397.326172
	Iteration 0F: 2 clusters Score -200465.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -196107.359375 Penalty: 8794.652344
	Iteration 0F: 3 clusters Score -196107.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -196599.968750 Penalty: 8794.652344
	Iteration 1F: 3 clusters Score -196600 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -196782.546875 Penalty: 8794.652344
	Iteration 2Q: 3 clusters Score -196782.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -196955.937500 Penalty: 8794.652344
	Iteration 3Q: 3 clusters Score -196955.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -197175.296875 Penalty: 8794.652344
	Iteration 4Q: 3 clusters Score -197175.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -197459.281250 Penalty: 8794.652344
	Iteration 5Q: 3 clusters Score -197459.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -197695.234375 Penalty: 8794.652344
	Iteration 6Q: 3 clusters Score -197695.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -197827.156250 Penalty: 8794.652344
	Iteration 7Q: 3 clusters Score -197827.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -197950.187500 Penalty: 8794.652344
	Iteration 8Q: 3 clusters Score -197950.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -198127.687500 Penalty: 8794.652344
	Iteration 9Q: 3 clusters Score -198127.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -198326.843750 Penalty: 8794.652344
	Iteration 10Q: 3 clusters Score -198326.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -198534.078125 Penalty: 8794.652344
	Iteration 11Q: 3 clusters Score -198534.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -198683.343750 Penalty: 8794.652344
	Iteration 12Q: 3 clusters Score -198683.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -198793.968750 Penalty: 8794.652344
	Iteration 13Q: 3 clusters Score -198794 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -198963.796875 Penalty: 8794.652344
	Iteration 14Q: 3 clusters Score -198963.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -199105.218750 Penalty: 8794.652344
	Iteration 15Q: 3 clusters Score -199105.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -199208.328125 Penalty: 8794.652344
	Iteration 16Q: 3 clusters Score -199208.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -199292.500000 Penalty: 8794.652344
	Iteration 17Q: 3 clusters Score -199292.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -199323.203125 Penalty: 8794.652344
	Iteration 18Q: 3 clusters Score -199323.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -199343.109375 Penalty: 8794.652344
	Iteration 19Q: 3 clusters Score -199343.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -199372.687500 Penalty: 8794.652344
	Iteration 20F: 3 clusters Score -199372.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -199405.281250 Penalty: 8794.652344
	Iteration 21Q: 3 clusters Score -199405.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -199453.062500 Penalty: 8794.652344
	Iteration 22Q: 3 clusters Score -199453.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -199483.484375 Penalty: 8794.652344
	Iteration 23Q: 3 clusters Score -199483.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -199500.328125 Penalty: 8794.652344
	Iteration 24Q: 3 clusters Score -199500.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -199509.187500 Penalty: 8794.652344
	Iteration 25Q: 3 clusters Score -199509.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -199513.281250 Penalty: 8794.652344
	Iteration 26Q: 3 clusters Score -199513.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -199524.968750 Penalty: 8794.652344
	Iteration 27Q: 3 clusters Score -199525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -199553.046875 Penalty: 8794.652344
	Iteration 28Q: 3 clusters Score -199553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -199565.671875 Penalty: 8794.652344
	Iteration 29Q: 3 clusters Score -199565.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -199572.953125 Penalty: 8794.652344
	Iteration 30Q: 3 clusters Score -199573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -199610.875000 Penalty: 8794.652344
	Iteration 31Q: 3 clusters Score -199610.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -199626.359375 Penalty: 8794.652344
	Iteration 32Q: 3 clusters Score -199626.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -199644.203125 Penalty: 8794.652344
	Iteration 33Q: 3 clusters Score -199644.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -199644.203125 Penalty: 8794.652344
	Iteration 34F: 3 clusters Score -199644.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (282160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282160 members 
Entering Unmasked Estep 
Score: -48584032.000000 Penalty: 7687.016113
	Iteration 0F: 2 clusters Score -4.858403e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141457 members 
Mstep: Class 2 contains 140703 members 
Entering Unmasked Estep 
Score: -48400384.000000 Penalty: 15374.032227
	Iteration 0F: 3 clusters Score -4.840038e+07 nChanged 133835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146442 members 
Mstep: Class 2 contains 135718 members 
Entering Unmasked Estep 
Score: -48477912.000000 Penalty: 15374.032227
	Iteration 1F: 3 clusters Score -4.847791e+07 nChanged 8542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149662 members 
Mstep: Class 2 contains 132498 members 
Entering Unmasked Estep 
Score: -48479852.000000 Penalty: 15374.032227
	Iteration 2Q: 3 clusters Score -4.847985e+07 nChanged 9060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154444 members 
Mstep: Class 2 contains 127716 members 
Entering Unmasked Estep 
Score: -48482140.000000 Penalty: 15374.032227
	Iteration 3Q: 3 clusters Score -4.848214e+07 nChanged 10445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161613 members 
Mstep: Class 2 contains 120547 members 
Entering Unmasked Estep 
Score: -48486172.000000 Penalty: 15374.032227
	Iteration 4Q: 3 clusters Score -4.848617e+07 nChanged 12949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172060 members 
Mstep: Class 2 contains 110100 members 
Entering Unmasked Estep 
Score: -48492616.000000 Penalty: 15374.032227
	Iteration 5Q: 3 clusters Score -4.849262e+07 nChanged 16411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186775 members 
Mstep: Class 2 contains 95385 members 
Entering Unmasked Estep 
Score: -48502588.000000 Penalty: 15374.032227
	Iteration 6F: 3 clusters Score -4.850259e+07 nChanged 20350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205889 members 
Mstep: Class 2 contains 76271 members 
Entering Unmasked Estep 
Score: -48517376.000000 Penalty: 15374.032227
	Iteration 7F: 3 clusters Score -4.851738e+07 nChanged 21970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226817 members 
Mstep: Class 2 contains 55343 members 
Entering Unmasked Estep 
Score: -48536192.000000 Penalty: 15374.032227
	Iteration 8F: 3 clusters Score -4.853619e+07 nChanged 18536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244527 members 
Mstep: Class 2 contains 37633 members 
Entering Unmasked Estep 
Score: -48552796.000000 Penalty: 15374.032227
	Iteration 9F: 3 clusters Score -4.85528e+07 nChanged 12373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255962 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -48563700.000000 Penalty: 15374.032227
	Iteration 10Q: 3 clusters Score -4.85637e+07 nChanged 7397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262157 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -48569664.000000 Penalty: 15374.032227
	Iteration 11Q: 3 clusters Score -4.856966e+07 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265571 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -48572460.000000 Penalty: 15374.032227
	Iteration 12Q: 3 clusters Score -4.857246e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267745 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -48573992.000000 Penalty: 15374.032227
	Iteration 13Q: 3 clusters Score -4.857399e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269281 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -48574884.000000 Penalty: 15374.032227
	Iteration 14Q: 3 clusters Score -4.857488e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270463 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -48575460.000000 Penalty: 15374.032227
	Iteration 15Q: 3 clusters Score -4.857546e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271367 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -48576016.000000 Penalty: 15374.032227
	Iteration 16Q: 3 clusters Score -4.857602e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272079 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -48576296.000000 Penalty: 15374.032227
	Iteration 17Q: 3 clusters Score -4.85763e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272648 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -48576668.000000 Penalty: 15374.032227
	Iteration 18Q: 3 clusters Score -4.857667e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273116 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -48576800.000000 Penalty: 15374.032227
	Iteration 19Q: 3 clusters Score -4.85768e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273523 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -48577060.000000 Penalty: 15374.032227
	Iteration 20F: 3 clusters Score -4.857706e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273868 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -48577092.000000 Penalty: 15374.032227
	Iteration 21Q: 3 clusters Score -4.857709e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274165 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -48577292.000000 Penalty: 15374.032227
	Iteration 22Q: 3 clusters Score -4.857729e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274402 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -48577392.000000 Penalty: 15374.032227
	Iteration 23Q: 3 clusters Score -4.857739e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274638 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -48577508.000000 Penalty: 15374.032227
	Iteration 24Q: 3 clusters Score -4.857751e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274845 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -48577672.000000 Penalty: 15374.032227
	Iteration 25Q: 3 clusters Score -4.857767e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275034 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -48577728.000000 Penalty: 15374.032227
	Iteration 26Q: 3 clusters Score -4.857773e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275218 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -48577824.000000 Penalty: 15374.032227
	Iteration 27Q: 3 clusters Score -4.857782e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275386 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -48578044.000000 Penalty: 15374.032227
	Iteration 28Q: 3 clusters Score -4.857804e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275552 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -48578264.000000 Penalty: 15374.032227
	Iteration 29Q: 3 clusters Score -4.857826e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275704 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -48578472.000000 Penalty: 15374.032227
	Iteration 30Q: 3 clusters Score -4.857847e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275835 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -48578712.000000 Penalty: 15374.032227
	Iteration 31Q: 3 clusters Score -4.857871e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275920 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -48578816.000000 Penalty: 15374.032227
	Iteration 32Q: 3 clusters Score -4.857882e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276008 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -48578960.000000 Penalty: 15374.032227
	Iteration 33Q: 3 clusters Score -4.857896e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276043 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -48579032.000000 Penalty: 15374.032227
	Iteration 34Q: 3 clusters Score -4.857903e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276088 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -48579132.000000 Penalty: 15374.032227
	Iteration 35Q: 3 clusters Score -4.857913e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276110 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -48579104.000000 Penalty: 15374.032227
	Iteration 36Q: 3 clusters Score -4.85791e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276115 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -48579124.000000 Penalty: 15374.032227
	Iteration 37Q: 3 clusters Score -4.857912e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276115 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -48579160.000000 Penalty: 15374.032227
	Iteration 38Q: 3 clusters Score -4.857916e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276094 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -48579252.000000 Penalty: 15374.032227
	Iteration 39Q: 3 clusters Score -4.857925e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276075 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -48579268.000000 Penalty: 15374.032227
	Iteration 40F: 3 clusters Score -4.857927e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276063 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -48579364.000000 Penalty: 15374.032227
	Iteration 41Q: 3 clusters Score -4.857936e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276046 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -48579364.000000 Penalty: 15374.032227
	Iteration 42Q: 3 clusters Score -4.857936e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276039 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -48579336.000000 Penalty: 15374.032227
	Iteration 43Q: 3 clusters Score -4.857934e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276028 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -48579312.000000 Penalty: 15374.032227
	Iteration 44Q: 3 clusters Score -4.857931e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276024 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -48579316.000000 Penalty: 15374.032227
	Iteration 45Q: 3 clusters Score -4.857932e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276027 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -48579308.000000 Penalty: 15374.032227
	Iteration 46Q: 3 clusters Score -4.857931e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276029 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -48579360.000000 Penalty: 15374.032227
	Iteration 47Q: 3 clusters Score -4.857936e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276031 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -48579400.000000 Penalty: 15374.032227
	Iteration 48Q: 3 clusters Score -4.85794e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276037 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -48579364.000000 Penalty: 15374.032227
	Iteration 49Q: 3 clusters Score -4.857936e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276037 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -48579376.000000 Penalty: 15374.032227
	Iteration 50Q: 3 clusters Score -4.857938e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276033 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -48579372.000000 Penalty: 15374.032227
	Iteration 51Q: 3 clusters Score -4.857937e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276027 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -48579428.000000 Penalty: 15374.032227
	Iteration 52Q: 3 clusters Score -4.857943e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276017 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -48579416.000000 Penalty: 15374.032227
	Iteration 53Q: 3 clusters Score -4.857942e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276011 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -48579456.000000 Penalty: 15374.032227
	Iteration 54Q: 3 clusters Score -4.857946e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275995 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -48579424.000000 Penalty: 15374.032227
	Iteration 55Q: 3 clusters Score -4.857942e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275982 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -48579456.000000 Penalty: 15374.032227
	Iteration 56Q: 3 clusters Score -4.857946e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275969 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -48579512.000000 Penalty: 15374.032227
	Iteration 57Q: 3 clusters Score -4.857951e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275958 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -48579472.000000 Penalty: 15374.032227
	Iteration 58Q: 3 clusters Score -4.857947e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275941 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -48579460.000000 Penalty: 15374.032227
	Iteration 59Q: 3 clusters Score -4.857946e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275927 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -48579436.000000 Penalty: 15374.032227
	Iteration 60F: 3 clusters Score -4.857944e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275921 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -48579448.000000 Penalty: 15374.032227
	Iteration 61Q: 3 clusters Score -4.857945e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275916 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -48579556.000000 Penalty: 15374.032227
	Iteration 62Q: 3 clusters Score -4.857956e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275912 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -48579512.000000 Penalty: 15374.032227
	Iteration 63Q: 3 clusters Score -4.857951e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275909 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -48579508.000000 Penalty: 15374.032227
	Iteration 64Q: 3 clusters Score -4.857951e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275906 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -48579532.000000 Penalty: 15374.032227
	Iteration 65Q: 3 clusters Score -4.857953e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275907 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -48579564.000000 Penalty: 15374.032227
	Iteration 66Q: 3 clusters Score -4.857956e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275908 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -48579564.000000 Penalty: 15374.032227
	Iteration 67Q: 3 clusters Score -4.857956e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275909 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -48579540.000000 Penalty: 15374.032227
	Iteration 68Q: 3 clusters Score -4.857954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275911 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -48579536.000000 Penalty: 15374.032227
	Iteration 69Q: 3 clusters Score -4.857954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275912 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -48579536.000000 Penalty: 15374.032227
	Iteration 70Q: 3 clusters Score -4.857954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275913 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -48579532.000000 Penalty: 15374.032227
	Iteration 71Q: 3 clusters Score -4.857953e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275913 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -48579560.000000 Penalty: 15374.032227
	Iteration 72Q: 3 clusters Score -4.857956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275911 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -48579568.000000 Penalty: 15374.032227
	Iteration 73Q: 3 clusters Score -4.857957e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275910 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -48579560.000000 Penalty: 15374.032227
	Iteration 74Q: 3 clusters Score -4.857956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275910 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -48579536.000000 Penalty: 15374.032227
	Iteration 75Q: 3 clusters Score -4.857954e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275910 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -48579536.000000 Penalty: 15374.032227
	Iteration 76F: 3 clusters Score -4.857954e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (48198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48198 members 
Entering Unmasked Estep 
Score: -8427281.000000 Penalty: 6604.631836
	Iteration 0F: 2 clusters Score -8427281 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -8392761.000000 Penalty: 13209.263672
	Iteration 0F: 3 clusters Score -8392761 nChanged 21198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25060 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -8403941.000000 Penalty: 13209.263672
	Iteration 1F: 3 clusters Score -8403941 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25512 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -8404838.000000 Penalty: 13209.263672
	Iteration 2F: 3 clusters Score -8404838 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 22117 members 
Entering Unmasked Estep 
Score: -8405588.000000 Penalty: 13209.263672
	Iteration 3Q: 3 clusters Score -8405588 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -8406239.000000 Penalty: 13209.263672
	Iteration 4Q: 3 clusters Score -8406239 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27823 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -8406969.000000 Penalty: 13209.263672
	Iteration 5Q: 3 clusters Score -8406969 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29057 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -8407715.000000 Penalty: 13209.263672
	Iteration 6Q: 3 clusters Score -8407715 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30579 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -8408643.000000 Penalty: 13209.263672
	Iteration 7Q: 3 clusters Score -8408643 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32382 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -8409745.000000 Penalty: 13209.263672
	Iteration 8Q: 3 clusters Score -8409745 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34424 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -8411137.000000 Penalty: 13209.263672
	Iteration 9Q: 3 clusters Score -8411137 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36759 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -8412916.000000 Penalty: 13209.263672
	Iteration 10F: 3 clusters Score -8412916 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39199 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -8414873.000000 Penalty: 13209.263672
	Iteration 11F: 3 clusters Score -8414873 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41418 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -8416753.000000 Penalty: 13209.263672
	Iteration 12Q: 3 clusters Score -8416753 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43263 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -8418269.000000 Penalty: 13209.263672
	Iteration 13Q: 3 clusters Score -8418269 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44592 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -8419360.000000 Penalty: 13209.263672
	Iteration 14Q: 3 clusters Score -8419360 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45476 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -8420141.000000 Penalty: 13209.263672
	Iteration 15Q: 3 clusters Score -8420141 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46038 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -8420616.000000 Penalty: 13209.263672
	Iteration 16Q: 3 clusters Score -8420616 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46372 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -8420887.000000 Penalty: 13209.263672
	Iteration 17Q: 3 clusters Score -8420887 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46578 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -8421067.000000 Penalty: 13209.263672
	Iteration 18Q: 3 clusters Score -8421067 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46724 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -8421195.000000 Penalty: 13209.263672
	Iteration 19Q: 3 clusters Score -8421195 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46828 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -8421298.000000 Penalty: 13209.263672
	Iteration 20F: 3 clusters Score -8421298 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46903 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -8421349.000000 Penalty: 13209.263672
	Iteration 21Q: 3 clusters Score -8421349 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46937 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -8421381.000000 Penalty: 13209.263672
	Iteration 22Q: 3 clusters Score -8421381 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46972 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -8421408.000000 Penalty: 13209.263672
	Iteration 23Q: 3 clusters Score -8421408 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46999 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -8421445.000000 Penalty: 13209.263672
	Iteration 24Q: 3 clusters Score -8421445 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47012 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -8421463.000000 Penalty: 13209.263672
	Iteration 25Q: 3 clusters Score -8421463 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47024 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -8421470.000000 Penalty: 13209.263672
	Iteration 26Q: 3 clusters Score -8421470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47032 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -8421467.000000 Penalty: 13209.263672
	Iteration 27Q: 3 clusters Score -8421467 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47039 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -8421483.000000 Penalty: 13209.263672
	Iteration 28Q: 3 clusters Score -8421483 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47051 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -8421492.000000 Penalty: 13209.263672
	Iteration 29Q: 3 clusters Score -8421492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47058 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -8421503.000000 Penalty: 13209.263672
	Iteration 30Q: 3 clusters Score -8421503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47064 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -8421506.000000 Penalty: 13209.263672
	Iteration 31Q: 3 clusters Score -8421506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47070 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -8421514.000000 Penalty: 13209.263672
	Iteration 32Q: 3 clusters Score -8421514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47072 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -8421522.000000 Penalty: 13209.263672
	Iteration 33Q: 3 clusters Score -8421522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47073 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -8421533.000000 Penalty: 13209.263672
	Iteration 34Q: 3 clusters Score -8421533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47079 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -8421545.000000 Penalty: 13209.263672
	Iteration 35Q: 3 clusters Score -8421545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47084 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -8421544.000000 Penalty: 13209.263672
	Iteration 36Q: 3 clusters Score -8421544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47090 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -8421544.000000 Penalty: 13209.263672
	Iteration 37Q: 3 clusters Score -8421544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47091 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -8421541.000000 Penalty: 13209.263672
	Iteration 38Q: 3 clusters Score -8421541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47091 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -8421541.000000 Penalty: 13209.263672
	Iteration 39F: 3 clusters Score -8421541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Entering Unmasked Estep 
Score: -3531121.000000 Penalty: 6075.458008
	Iteration 0F: 2 clusters Score -3531121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -3514433.750000 Penalty: 12150.916016
	Iteration 0F: 3 clusters Score -3514434 nChanged 8199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -3518861.250000 Penalty: 12150.916016
	Iteration 1F: 3 clusters Score -3518861 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -3519652.500000 Penalty: 12150.916016
	Iteration 2F: 3 clusters Score -3519652 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -3520274.750000 Penalty: 12150.916016
	Iteration 3F: 3 clusters Score -3520275 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -3520787.250000 Penalty: 12150.916016
	Iteration 4Q: 3 clusters Score -3520787 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -3521243.250000 Penalty: 12150.916016
	Iteration 5Q: 3 clusters Score -3521243 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -3521735.250000 Penalty: 12150.916016
	Iteration 6Q: 3 clusters Score -3521735 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -3522193.250000 Penalty: 12150.916016
	Iteration 7Q: 3 clusters Score -3522193 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -3522678.750000 Penalty: 12150.916016
	Iteration 8Q: 3 clusters Score -3522679 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -3523122.000000 Penalty: 12150.916016
	Iteration 9Q: 3 clusters Score -3523122 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -3523562.000000 Penalty: 12150.916016
	Iteration 10Q: 3 clusters Score -3523562 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -3524017.000000 Penalty: 12150.916016
	Iteration 11Q: 3 clusters Score -3524017 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -3524474.000000 Penalty: 12150.916016
	Iteration 12Q: 3 clusters Score -3524474 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -3524810.250000 Penalty: 12150.916016
	Iteration 13Q: 3 clusters Score -3524810 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -3525077.250000 Penalty: 12150.916016
	Iteration 14Q: 3 clusters Score -3525077 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -3525333.750000 Penalty: 12150.916016
	Iteration 15Q: 3 clusters Score -3525334 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -3525523.500000 Penalty: 12150.916016
	Iteration 16Q: 3 clusters Score -3525524 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -3525717.250000 Penalty: 12150.916016
	Iteration 17Q: 3 clusters Score -3525717 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -3525880.000000 Penalty: 12150.916016
	Iteration 18Q: 3 clusters Score -3525880 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -3526022.000000 Penalty: 12150.916016
	Iteration 19Q: 3 clusters Score -3526022 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -3526179.500000 Penalty: 12150.916016
	Iteration 20F: 3 clusters Score -3526180 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -3526307.250000 Penalty: 12150.916016
	Iteration 21Q: 3 clusters Score -3526307 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -3526362.000000 Penalty: 12150.916016
	Iteration 22Q: 3 clusters Score -3526362 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -3526417.000000 Penalty: 12150.916016
	Iteration 23Q: 3 clusters Score -3526417 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -3526458.500000 Penalty: 12150.916016
	Iteration 24Q: 3 clusters Score -3526458 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -3526493.000000 Penalty: 12150.916016
	Iteration 25Q: 3 clusters Score -3526493 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -3526503.750000 Penalty: 12150.916016
	Iteration 26Q: 3 clusters Score -3526504 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -3526524.000000 Penalty: 12150.916016
	Iteration 27Q: 3 clusters Score -3526524 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -3526546.750000 Penalty: 12150.916016
	Iteration 28Q: 3 clusters Score -3526547 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -3526562.000000 Penalty: 12150.916016
	Iteration 29Q: 3 clusters Score -3526562 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -3526580.000000 Penalty: 12150.916016
	Iteration 30Q: 3 clusters Score -3526580 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -3526587.000000 Penalty: 12150.916016
	Iteration 31Q: 3 clusters Score -3526587 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -3526605.000000 Penalty: 12150.916016
	Iteration 32Q: 3 clusters Score -3526605 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -3526606.000000 Penalty: 12150.916016
	Iteration 33Q: 3 clusters Score -3526606 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -3526609.750000 Penalty: 12150.916016
	Iteration 34Q: 3 clusters Score -3526610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -3526617.500000 Penalty: 12150.916016
	Iteration 35Q: 3 clusters Score -3526618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -3526620.750000 Penalty: 12150.916016
	Iteration 36Q: 3 clusters Score -3526621 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -3526630.500000 Penalty: 12150.916016
	Iteration 37Q: 3 clusters Score -3526630 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -3526636.000000 Penalty: 12150.916016
	Iteration 38Q: 3 clusters Score -3526636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -3526639.500000 Penalty: 12150.916016
	Iteration 39Q: 3 clusters Score -3526640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -3526640.000000 Penalty: 12150.916016
	Iteration 40F: 3 clusters Score -3526640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -3526640.250000 Penalty: 12150.916016
	Iteration 41Q: 3 clusters Score -3526640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -3526644.250000 Penalty: 12150.916016
	Iteration 42Q: 3 clusters Score -3526644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -3526645.000000 Penalty: 12150.916016
	Iteration 43Q: 3 clusters Score -3526645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -3526645.000000 Penalty: 12150.916016
	Iteration 44Q: 3 clusters Score -3526645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -3526645.000000 Penalty: 12150.916016
	Iteration 45F: 3 clusters Score -3526645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Entering Unmasked Estep 
Score: -1062830.625000 Penalty: 5386.830078
	Iteration 0F: 2 clusters Score -1062831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1054742.000000 Penalty: 10773.660156
	Iteration 0F: 3 clusters Score -1054742 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1056063.500000 Penalty: 10773.660156
	Iteration 1F: 3 clusters Score -1056064 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1056444.625000 Penalty: 10773.660156
	Iteration 2F: 3 clusters Score -1056445 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1056714.750000 Penalty: 10773.660156
	Iteration 3Q: 3 clusters Score -1056715 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1056980.375000 Penalty: 10773.660156
	Iteration 4Q: 3 clusters Score -1056980 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1057266.250000 Penalty: 10773.660156
	Iteration 5Q: 3 clusters Score -1057266 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1057585.375000 Penalty: 10773.660156
	Iteration 6Q: 3 clusters Score -1057585 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1057812.375000 Penalty: 10773.660156
	Iteration 7Q: 3 clusters Score -1057812 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1057961.625000 Penalty: 10773.660156
	Iteration 8Q: 3 clusters Score -1057962 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1058099.750000 Penalty: 10773.660156
	Iteration 9Q: 3 clusters Score -1058100 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1058219.000000 Penalty: 10773.660156
	Iteration 10Q: 3 clusters Score -1058219 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1058335.625000 Penalty: 10773.660156
	Iteration 11Q: 3 clusters Score -1058336 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1058457.250000 Penalty: 10773.660156
	Iteration 12Q: 3 clusters Score -1058457 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1058567.000000 Penalty: 10773.660156
	Iteration 13Q: 3 clusters Score -1058567 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1058653.750000 Penalty: 10773.660156
	Iteration 14Q: 3 clusters Score -1058654 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1058747.625000 Penalty: 10773.660156
	Iteration 15Q: 3 clusters Score -1058748 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1058813.250000 Penalty: 10773.660156
	Iteration 16Q: 3 clusters Score -1058813 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1058871.000000 Penalty: 10773.660156
	Iteration 17Q: 3 clusters Score -1058871 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1058924.500000 Penalty: 10773.660156
	Iteration 18Q: 3 clusters Score -1058924 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1058986.250000 Penalty: 10773.660156
	Iteration 19Q: 3 clusters Score -1058986 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1059038.000000 Penalty: 10773.660156
	Iteration 20F: 3 clusters Score -1059038 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1059079.375000 Penalty: 10773.660156
	Iteration 21Q: 3 clusters Score -1059079 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1059132.375000 Penalty: 10773.660156
	Iteration 22Q: 3 clusters Score -1059132 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1059188.000000 Penalty: 10773.660156
	Iteration 23Q: 3 clusters Score -1059188 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1059244.125000 Penalty: 10773.660156
	Iteration 24Q: 3 clusters Score -1059244 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1059289.375000 Penalty: 10773.660156
	Iteration 25Q: 3 clusters Score -1059289 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1059345.375000 Penalty: 10773.660156
	Iteration 26Q: 3 clusters Score -1059345 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1059393.375000 Penalty: 10773.660156
	Iteration 27Q: 3 clusters Score -1059393 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1059425.875000 Penalty: 10773.660156
	Iteration 28Q: 3 clusters Score -1059426 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1059465.375000 Penalty: 10773.660156
	Iteration 29Q: 3 clusters Score -1059465 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1059518.625000 Penalty: 10773.660156
	Iteration 30Q: 3 clusters Score -1059519 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1059568.250000 Penalty: 10773.660156
	Iteration 31Q: 3 clusters Score -1059568 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1059608.875000 Penalty: 10773.660156
	Iteration 32Q: 3 clusters Score -1059609 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1059661.250000 Penalty: 10773.660156
	Iteration 33Q: 3 clusters Score -1059661 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1059701.250000 Penalty: 10773.660156
	Iteration 34Q: 3 clusters Score -1059701 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1059735.000000 Penalty: 10773.660156
	Iteration 35Q: 3 clusters Score -1059735 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1059763.500000 Penalty: 10773.660156
	Iteration 36Q: 3 clusters Score -1059764 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1059800.000000 Penalty: 10773.660156
	Iteration 37Q: 3 clusters Score -1059800 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1059833.875000 Penalty: 10773.660156
	Iteration 38Q: 3 clusters Score -1059834 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1059874.250000 Penalty: 10773.660156
	Iteration 39Q: 3 clusters Score -1059874 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1059910.125000 Penalty: 10773.660156
	Iteration 40F: 3 clusters Score -1059910 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1059943.750000 Penalty: 10773.660156
	Iteration 41Q: 3 clusters Score -1059944 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1059962.500000 Penalty: 10773.660156
	Iteration 42Q: 3 clusters Score -1059962 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1059989.500000 Penalty: 10773.660156
	Iteration 43Q: 3 clusters Score -1059990 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1060011.750000 Penalty: 10773.660156
	Iteration 44Q: 3 clusters Score -1060012 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1060034.750000 Penalty: 10773.660156
	Iteration 45Q: 3 clusters Score -1060035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1060040.125000 Penalty: 10773.660156
	Iteration 46Q: 3 clusters Score -1060040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1060042.250000 Penalty: 10773.660156
	Iteration 47Q: 3 clusters Score -1060042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1060043.000000 Penalty: 10773.660156
	Iteration 48Q: 3 clusters Score -1060043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1060047.625000 Penalty: 10773.660156
	Iteration 49Q: 3 clusters Score -1060048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1060051.000000 Penalty: 10773.660156
	Iteration 50Q: 3 clusters Score -1060051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1060051.000000 Penalty: 10773.660156
	Iteration 51F: 3 clusters Score -1060051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Entering Unmasked Estep 
Score: -225863.859375 Penalty: 4447.500488
	Iteration 0F: 2 clusters Score -225863.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -221460.984375 Penalty: 8895.000977
	Iteration 0F: 3 clusters Score -221461 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -222186.468750 Penalty: 8895.000977
	Iteration 1F: 3 clusters Score -222186.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -223357.140625 Penalty: 8895.000977
	Iteration 2F: 3 clusters Score -223357.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -223903.359375 Penalty: 8895.000977
	Iteration 3F: 3 clusters Score -223903.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -224280.125000 Penalty: 8895.000977
	Iteration 4F: 3 clusters Score -224280.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -224550.109375 Penalty: 8895.000977
	Iteration 5F: 3 clusters Score -224550.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -224750.578125 Penalty: 8895.000977
	Iteration 6Q: 3 clusters Score -224750.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -224855.921875 Penalty: 8895.000977
	Iteration 7Q: 3 clusters Score -224855.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -224918.437500 Penalty: 8895.000977
	Iteration 8Q: 3 clusters Score -224918.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -224923.265625 Penalty: 8895.000977
	Iteration 9Q: 3 clusters Score -224923.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -224930.203125 Penalty: 8895.000977
	Iteration 10Q: 3 clusters Score -224930.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -224941.250000 Penalty: 8895.000977
	Iteration 11Q: 3 clusters Score -224941.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -224946.000000 Penalty: 8895.000977
	Iteration 12Q: 3 clusters Score -224946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -224946.000000 Penalty: 8895.000977
	Iteration 13F: 3 clusters Score -224946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Entering Unmasked Estep 
Score: -870017.562500 Penalty: 5235.480469
	Iteration 0F: 2 clusters Score -870017.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -862821.187500 Penalty: 10470.960938
	Iteration 0F: 3 clusters Score -862821.2 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -863939.875000 Penalty: 10470.960938
	Iteration 1F: 3 clusters Score -863939.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -864230.187500 Penalty: 10470.960938
	Iteration 2F: 3 clusters Score -864230.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -864454.437500 Penalty: 10470.960938
	Iteration 3Q: 3 clusters Score -864454.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -864647.312500 Penalty: 10470.960938
	Iteration 4Q: 3 clusters Score -864647.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -864824.312500 Penalty: 10470.960938
	Iteration 5Q: 3 clusters Score -864824.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -865009.375000 Penalty: 10470.960938
	Iteration 6Q: 3 clusters Score -865009.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -865215.562500 Penalty: 10470.960938
	Iteration 7Q: 3 clusters Score -865215.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -865407.750000 Penalty: 10470.960938
	Iteration 8Q: 3 clusters Score -865407.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -865632.562500 Penalty: 10470.960938
	Iteration 9Q: 3 clusters Score -865632.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -865867.750000 Penalty: 10470.960938
	Iteration 10Q: 3 clusters Score -865867.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -866131.500000 Penalty: 10470.960938
	Iteration 11Q: 3 clusters Score -866131.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -866427.625000 Penalty: 10470.960938
	Iteration 12Q: 3 clusters Score -866427.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -866752.125000 Penalty: 10470.960938
	Iteration 13Q: 3 clusters Score -866752.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -867055.875000 Penalty: 10470.960938
	Iteration 14Q: 3 clusters Score -867055.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -867338.625000 Penalty: 10470.960938
	Iteration 15Q: 3 clusters Score -867338.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -867552.375000 Penalty: 10470.960938
	Iteration 16Q: 3 clusters Score -867552.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -867704.312500 Penalty: 10470.960938
	Iteration 17Q: 3 clusters Score -867704.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -867808.250000 Penalty: 10470.960938
	Iteration 18Q: 3 clusters Score -867808.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -867911.812500 Penalty: 10470.960938
	Iteration 19Q: 3 clusters Score -867911.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -868051.187500 Penalty: 10470.960938
	Iteration 20F: 3 clusters Score -868051.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -868198.250000 Penalty: 10470.960938
	Iteration 21Q: 3 clusters Score -868198.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -868370.875000 Penalty: 10470.960938
	Iteration 22Q: 3 clusters Score -868370.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -868595.000000 Penalty: 10470.960938
	Iteration 23Q: 3 clusters Score -868595 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -868719.500000 Penalty: 10470.960938
	Iteration 24Q: 3 clusters Score -868719.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -868754.062500 Penalty: 10470.960938
	Iteration 25Q: 3 clusters Score -868754.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -868770.250000 Penalty: 10470.960938
	Iteration 26Q: 3 clusters Score -868770.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -868774.500000 Penalty: 10470.960938
	Iteration 27Q: 3 clusters Score -868774.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -868779.000000 Penalty: 10470.960938
	Iteration 28Q: 3 clusters Score -868779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -868782.125000 Penalty: 10470.960938
	Iteration 29Q: 3 clusters Score -868782.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -868784.562500 Penalty: 10470.960938
	Iteration 30Q: 3 clusters Score -868784.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -868786.500000 Penalty: 10470.960938
	Iteration 31Q: 3 clusters Score -868786.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -868785.187500 Penalty: 10470.960938
	Iteration 32Q: 3 clusters Score -868785.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -868790.687500 Penalty: 10470.960938
	Iteration 33Q: 3 clusters Score -868790.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -868790.312500 Penalty: 10470.960938
	Iteration 34Q: 3 clusters Score -868790.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -868791.000000 Penalty: 10470.960938
	Iteration 35Q: 3 clusters Score -868791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -868791.000000 Penalty: 10470.960938
	Iteration 36F: 3 clusters Score -868791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (49077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49077 members 
Entering Unmasked Estep 
Score: -8469888.000000 Penalty: 6615.701660
	Iteration 0F: 2 clusters Score -8469888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -8434716.000000 Penalty: 13231.403320
	Iteration 0F: 3 clusters Score -8434716 nChanged 21583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 25153 members 
Entering Unmasked Estep 
Score: -8446130.000000 Penalty: 13231.403320
	Iteration 1F: 3 clusters Score -8446130 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -8447058.000000 Penalty: 13231.403320
	Iteration 2F: 3 clusters Score -8447058 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -8447770.000000 Penalty: 13231.403320
	Iteration 3Q: 3 clusters Score -8447770 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 26120 members 
Entering Unmasked Estep 
Score: -8448284.000000 Penalty: 13231.403320
	Iteration 4Q: 3 clusters Score -8448284 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 26629 members 
Entering Unmasked Estep 
Score: -8448683.000000 Penalty: 13231.403320
	Iteration 5Q: 3 clusters Score -8448683 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -8449056.000000 Penalty: 13231.403320
	Iteration 6Q: 3 clusters Score -8449056 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 28025 members 
Entering Unmasked Estep 
Score: -8449404.000000 Penalty: 13231.403320
	Iteration 7Q: 3 clusters Score -8449404 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 29010 members 
Entering Unmasked Estep 
Score: -8449851.000000 Penalty: 13231.403320
	Iteration 8Q: 3 clusters Score -8449851 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 30254 members 
Entering Unmasked Estep 
Score: -8450386.000000 Penalty: 13231.403320
	Iteration 9Q: 3 clusters Score -8450386 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 31850 members 
Entering Unmasked Estep 
Score: -8451128.000000 Penalty: 13231.403320
	Iteration 10Q: 3 clusters Score -8451128 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 33834 members 
Entering Unmasked Estep 
Score: -8452201.000000 Penalty: 13231.403320
	Iteration 11Q: 3 clusters Score -8452201 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 36378 members 
Entering Unmasked Estep 
Score: -8453891.000000 Penalty: 13231.403320
	Iteration 12F: 3 clusters Score -8453891 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 39271 members 
Entering Unmasked Estep 
Score: -8456107.000000 Penalty: 13231.403320
	Iteration 13F: 3 clusters Score -8456107 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 42188 members 
Entering Unmasked Estep 
Score: -8458614.000000 Penalty: 13231.403320
	Iteration 14F: 3 clusters Score -8458614 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 44634 members 
Entering Unmasked Estep 
Score: -8460776.000000 Penalty: 13231.403320
	Iteration 15F: 3 clusters Score -8460776 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 46251 members 
Entering Unmasked Estep 
Score: -8462213.000000 Penalty: 13231.403320
	Iteration 16Q: 3 clusters Score -8462213 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 47166 members 
Entering Unmasked Estep 
Score: -8463025.000000 Penalty: 13231.403320
	Iteration 17Q: 3 clusters Score -8463025 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 47659 members 
Entering Unmasked Estep 
Score: -8463510.000000 Penalty: 13231.403320
	Iteration 18Q: 3 clusters Score -8463510 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 47930 members 
Entering Unmasked Estep 
Score: -8463803.000000 Penalty: 13231.403320
	Iteration 19Q: 3 clusters Score -8463803 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 48080 members 
Entering Unmasked Estep 
Score: -8463972.000000 Penalty: 13231.403320
	Iteration 20F: 3 clusters Score -8463972 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 48174 members 
Entering Unmasked Estep 
Score: -8464071.000000 Penalty: 13231.403320
	Iteration 21Q: 3 clusters Score -8464071 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 48225 members 
Entering Unmasked Estep 
Score: -8464139.000000 Penalty: 13231.403320
	Iteration 22Q: 3 clusters Score -8464139 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 48259 members 
Entering Unmasked Estep 
Score: -8464192.000000 Penalty: 13231.403320
	Iteration 23Q: 3 clusters Score -8464192 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 48277 members 
Entering Unmasked Estep 
Score: -8464214.000000 Penalty: 13231.403320
	Iteration 24Q: 3 clusters Score -8464214 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 48288 members 
Entering Unmasked Estep 
Score: -8464249.000000 Penalty: 13231.403320
	Iteration 25Q: 3 clusters Score -8464249 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 48303 members 
Entering Unmasked Estep 
Score: -8464259.000000 Penalty: 13231.403320
	Iteration 26Q: 3 clusters Score -8464259 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 48308 members 
Entering Unmasked Estep 
Score: -8464282.000000 Penalty: 13231.403320
	Iteration 27Q: 3 clusters Score -8464282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 48313 members 
Entering Unmasked Estep 
Score: -8464290.000000 Penalty: 13231.403320
	Iteration 28Q: 3 clusters Score -8464290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 48318 members 
Entering Unmasked Estep 
Score: -8464285.000000 Penalty: 13231.403320
	Iteration 29Q: 3 clusters Score -8464285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 48325 members 
Entering Unmasked Estep 
Score: -8464307.000000 Penalty: 13231.403320
	Iteration 30Q: 3 clusters Score -8464307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 48329 members 
Entering Unmasked Estep 
Score: -8464310.000000 Penalty: 13231.403320
	Iteration 31Q: 3 clusters Score -8464310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 48337 members 
Entering Unmasked Estep 
Score: -8464316.000000 Penalty: 13231.403320
	Iteration 32Q: 3 clusters Score -8464316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 48344 members 
Entering Unmasked Estep 
Score: -8464318.000000 Penalty: 13231.403320
	Iteration 33Q: 3 clusters Score -8464318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 48346 members 
Entering Unmasked Estep 
Score: -8464320.000000 Penalty: 13231.403320
	Iteration 34Q: 3 clusters Score -8464320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 48345 members 
Entering Unmasked Estep 
Score: -8464325.000000 Penalty: 13231.403320
	Iteration 35Q: 3 clusters Score -8464325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 48345 members 
Entering Unmasked Estep 
Score: -8464325.000000 Penalty: 13231.403320
	Iteration 36F: 3 clusters Score -8464325 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Entering Unmasked Estep 
Score: -145914.171875 Penalty: 4168.505371
	Iteration 0F: 2 clusters Score -145914.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -141956.015625 Penalty: 8337.010742
	Iteration 0F: 3 clusters Score -141956 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -142335.093750 Penalty: 8337.010742
	Iteration 1F: 3 clusters Score -142335.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -142445.796875 Penalty: 8337.010742
	Iteration 2Q: 3 clusters Score -142445.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -142520.718750 Penalty: 8337.010742
	Iteration 3Q: 3 clusters Score -142520.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -142621.906250 Penalty: 8337.010742
	Iteration 4Q: 3 clusters Score -142621.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -142711.625000 Penalty: 8337.010742
	Iteration 5Q: 3 clusters Score -142711.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -142753.796875 Penalty: 8337.010742
	Iteration 6Q: 3 clusters Score -142753.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -142816.125000 Penalty: 8337.010742
	Iteration 7Q: 3 clusters Score -142816.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -142856.125000 Penalty: 8337.010742
	Iteration 8Q: 3 clusters Score -142856.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -142861.609375 Penalty: 8337.010742
	Iteration 9Q: 3 clusters Score -142861.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -142861.609375 Penalty: 8337.010742
	Iteration 10F: 3 clusters Score -142861.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29478 members 
Mstep: Class 2 contains 25045 members 
Mstep: Class 3 contains 134648 members 
Mstep: Class 4 contains 26077 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15521 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 93240 members 
Mstep: Class 12 contains 51821 members 
Mstep: Class 13 contains 569046 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 282160 members 
Mstep: Class 18 contains 48198 members 
Mstep: Class 19 contains 20315 members 
Mstep: Class 20 contains 6600 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5155 members 
Mstep: Class 23 contains 49077 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327120.000000 Penalty: 181791.359375
Iteration 199Q: 22 clusters Score -2.333271e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 25045 members 
Mstep: Class 3 contains 134644 members 
Mstep: Class 4 contains 26077 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15521 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 93241 members 
Mstep: Class 12 contains 51821 members 
Mstep: Class 13 contains 569047 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 282166 members 
Mstep: Class 18 contains 48196 members 
Mstep: Class 19 contains 20315 members 
Mstep: Class 20 contains 6600 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5155 members 
Mstep: Class 23 contains 49077 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327056.000000 Penalty: 181791.359375
Iteration 200F: 22 clusters Score -2.333271e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29477 members 
Mstep: Class 2 contains 25045 members 
Mstep: Class 3 contains 134640 members 
Mstep: Class 4 contains 26077 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15520 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 93241 members 
Mstep: Class 12 contains 51820 members 
Mstep: Class 13 contains 569048 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 282172 members 
Mstep: Class 18 contains 48194 members 
Mstep: Class 19 contains 20315 members 
Mstep: Class 20 contains 6600 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5155 members 
Mstep: Class 23 contains 49077 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327056.000000 Penalty: 181791.359375
Iteration 201Q: 22 clusters Score -2.333271e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29478 members 
Mstep: Class 2 contains 25045 members 
Mstep: Class 3 contains 134637 members 
Mstep: Class 4 contains 26077 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15519 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 93241 members 
Mstep: Class 12 contains 51820 members 
Mstep: Class 13 contains 569047 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 282179 members 
Mstep: Class 18 contains 48191 members 
Mstep: Class 19 contains 20315 members 
Mstep: Class 20 contains 6600 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5155 members 
Mstep: Class 23 contains 49077 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327104.000000 Penalty: 181791.359375
Iteration 202Q: 22 clusters Score -2.333271e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29481 members 
Mstep: Class 2 contains 25044 members 
Mstep: Class 3 contains 134630 members 
Mstep: Class 4 contains 26075 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15517 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 93241 members 
Mstep: Class 12 contains 51820 members 
Mstep: Class 13 contains 569047 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 282192 members 
Mstep: Class 18 contains 48187 members 
Mstep: Class 19 contains 20315 members 
Mstep: Class 20 contains 6600 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5155 members 
Mstep: Class 23 contains 49077 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327168.000000 Penalty: 181791.359375
Iteration 203Q: 22 clusters Score -2.333272e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 25043 members 
Mstep: Class 3 contains 134622 members 
Mstep: Class 4 contains 26078 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15515 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 93241 members 
Mstep: Class 12 contains 51819 members 
Mstep: Class 13 contains 569050 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 282197 members 
Mstep: Class 18 contains 48186 members 
Mstep: Class 19 contains 20315 members 
Mstep: Class 20 contains 6600 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5155 members 
Mstep: Class 23 contains 49077 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327008.000000 Penalty: 181791.359375
Iteration 204Q: 22 clusters Score -2.33327e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29484 members 
Mstep: Class 2 contains 25041 members 
Mstep: Class 3 contains 134621 members 
Mstep: Class 4 contains 26079 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15515 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 93242 members 
Mstep: Class 12 contains 51817 members 
Mstep: Class 13 contains 569043 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 282206 members 
Mstep: Class 18 contains 48186 members 
Mstep: Class 19 contains 20315 members 
Mstep: Class 20 contains 6600 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5155 members 
Mstep: Class 23 contains 49077 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327104.000000 Penalty: 181791.359375
Iteration 205Q: 22 clusters Score -2.333271e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29484 members 
Mstep: Class 2 contains 25039 members 
Mstep: Class 3 contains 134611 members 
Mstep: Class 4 contains 26082 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15514 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 93242 members 
Mstep: Class 12 contains 51814 members 
Mstep: Class 13 contains 569044 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 282219 members 
Mstep: Class 18 contains 48187 members 
Mstep: Class 19 contains 20315 members 
Mstep: Class 20 contains 6599 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5155 members 
Mstep: Class 23 contains 49076 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327008.000000 Penalty: 181791.359375
Iteration 206Q: 22 clusters Score -2.33327e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29484 members 
Mstep: Class 2 contains 25039 members 
Mstep: Class 3 contains 134604 members 
Mstep: Class 4 contains 26090 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15514 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 93243 members 
Mstep: Class 12 contains 51813 members 
Mstep: Class 13 contains 569045 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 282220 members 
Mstep: Class 18 contains 48186 members 
Mstep: Class 19 contains 20315 members 
Mstep: Class 20 contains 6598 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5155 members 
Mstep: Class 23 contains 49075 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326992.000000 Penalty: 181791.359375
Iteration 207Q: 22 clusters Score -2.33327e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 25039 members 
Mstep: Class 3 contains 134592 members 
Mstep: Class 4 contains 26094 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15514 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 93245 members 
Mstep: Class 12 contains 51809 members 
Mstep: Class 13 contains 569046 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 282231 members 
Mstep: Class 18 contains 48185 members 
Mstep: Class 19 contains 20315 members 
Mstep: Class 20 contains 6597 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5155 members 
Mstep: Class 23 contains 49076 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327184.000000 Penalty: 181791.359375
Iteration 208Q: 22 clusters Score -2.333272e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 25039 members 
Mstep: Class 3 contains 134578 members 
Mstep: Class 4 contains 26094 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15514 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 93247 members 
Mstep: Class 12 contains 51805 members 
Mstep: Class 13 contains 569048 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 282246 members 
Mstep: Class 18 contains 48183 members 
Mstep: Class 19 contains 20315 members 
Mstep: Class 20 contains 6597 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5155 members 
Mstep: Class 23 contains 49077 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327120.000000 Penalty: 181791.359375
Iteration 209Q: 22 clusters Score -2.333271e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 25039 members 
Mstep: Class 3 contains 134572 members 
Mstep: Class 4 contains 26096 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15514 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 93247 members 
Mstep: Class 12 contains 51801 members 
Mstep: Class 13 contains 569048 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 282254 members 
Mstep: Class 18 contains 48182 members 
Mstep: Class 19 contains 20315 members 
Mstep: Class 20 contains 6598 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5155 members 
Mstep: Class 23 contains 49077 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327136.000000 Penalty: 181791.359375
Iteration 210Q: 22 clusters Score -2.333271e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 25038 members 
Mstep: Class 3 contains 134567 members 
Mstep: Class 4 contains 26100 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15514 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 93246 members 
Mstep: Class 12 contains 51797 members 
Mstep: Class 13 contains 569052 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 282260 members 
Mstep: Class 18 contains 48180 members 
Mstep: Class 19 contains 20315 members 
Mstep: Class 20 contains 6597 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5155 members 
Mstep: Class 23 contains 49077 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233327136.000000 Penalty: 181791.359375
Iteration 211Q: 22 clusters Score -2.333271e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 25037 members 
Mstep: Class 3 contains 134562 members 
Mstep: Class 4 contains 26099 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15514 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 93246 members 
Mstep: Class 12 contains 51795 members 
Mstep: Class 13 contains 569058 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 282266 members 
Mstep: Class 18 contains 48176 members 
Mstep: Class 19 contains 20315 members 
Mstep: Class 20 contains 6598 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5155 members 
Mstep: Class 23 contains 49077 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326992.000000 Penalty: 181791.359375
Iteration 212Q: 22 clusters Score -2.33327e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 25036 members 
Mstep: Class 3 contains 134556 members 
Mstep: Class 4 contains 26099 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15514 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 93246 members 
Mstep: Class 12 contains 51793 members 
Mstep: Class 13 contains 569059 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 282275 members 
Mstep: Class 18 contains 48176 members 
Mstep: Class 19 contains 20315 members 
Mstep: Class 20 contains 6597 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5155 members 
Mstep: Class 23 contains 49077 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326944.000000 Penalty: 181791.359375
Iteration 213Q: 22 clusters Score -2.333269e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 25031 members 
Mstep: Class 3 contains 134553 members 
Mstep: Class 4 contains 26101 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15514 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 93246 members 
Mstep: Class 12 contains 51794 members 
Mstep: Class 13 contains 569061 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 282280 members 
Mstep: Class 18 contains 48176 members 
Mstep: Class 19 contains 20315 members 
Mstep: Class 20 contains 6595 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5155 members 
Mstep: Class 23 contains 49077 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326976.000000 Penalty: 181791.359375
Iteration 214Q: 22 clusters Score -2.33327e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 25031 members 
Mstep: Class 3 contains 134553 members 
Mstep: Class 4 contains 26101 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15514 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 93247 members 
Mstep: Class 12 contains 51794 members 
Mstep: Class 13 contains 569058 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 282283 members 
Mstep: Class 18 contains 48176 members 
Mstep: Class 19 contains 20315 members 
Mstep: Class 20 contains 6593 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5155 members 
Mstep: Class 23 contains 49078 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326976.000000 Penalty: 181791.359375
Iteration 215Q: 22 clusters Score -2.33327e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 25028 members 
Mstep: Class 3 contains 134552 members 
Mstep: Class 4 contains 26102 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15514 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 93247 members 
Mstep: Class 12 contains 51793 members 
Mstep: Class 13 contains 569055 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 282292 members 
Mstep: Class 18 contains 48176 members 
Mstep: Class 19 contains 20315 members 
Mstep: Class 20 contains 6591 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5155 members 
Mstep: Class 23 contains 49078 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326944.000000 Penalty: 181791.359375
Iteration 216Q: 22 clusters Score -2.333269e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 25028 members 
Mstep: Class 3 contains 134552 members 
Mstep: Class 4 contains 26103 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15514 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 93247 members 
Mstep: Class 12 contains 51793 members 
Mstep: Class 13 contains 569052 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 282295 members 
Mstep: Class 18 contains 48175 members 
Mstep: Class 19 contains 20315 members 
Mstep: Class 20 contains 6591 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5155 members 
Mstep: Class 23 contains 49078 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326912.000000 Penalty: 181791.359375
Iteration 217Q: 22 clusters Score -2.333269e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 25026 members 
Mstep: Class 3 contains 134551 members 
Mstep: Class 4 contains 26103 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15514 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 93247 members 
Mstep: Class 12 contains 51793 members 
Mstep: Class 13 contains 569055 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 282296 members 
Mstep: Class 18 contains 48174 members 
Mstep: Class 19 contains 20315 members 
Mstep: Class 20 contains 6591 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5155 members 
Mstep: Class 23 contains 49078 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326976.000000 Penalty: 181791.359375
Iteration 218Q: 22 clusters Score -2.33327e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 25025 members 
Mstep: Class 3 contains 134550 members 
Mstep: Class 4 contains 26103 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15514 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 93247 members 
Mstep: Class 12 contains 51793 members 
Mstep: Class 13 contains 569056 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 282298 members 
Mstep: Class 18 contains 48173 members 
Mstep: Class 19 contains 20315 members 
Mstep: Class 20 contains 6591 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5155 members 
Mstep: Class 23 contains 49078 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326944.000000 Penalty: 181791.359375
Iteration 219Q: 22 clusters Score -2.333269e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 25024 members 
Mstep: Class 3 contains 134550 members 
Mstep: Class 4 contains 26103 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15514 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 93247 members 
Mstep: Class 12 contains 51793 members 
Mstep: Class 13 contains 569057 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 282299 members 
Mstep: Class 18 contains 48172 members 
Mstep: Class 19 contains 20315 members 
Mstep: Class 20 contains 6591 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5155 members 
Mstep: Class 23 contains 49078 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326960.000000 Penalty: 181791.359375
Iteration 220F: 22 clusters Score -2.33327e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 25023 members 
Mstep: Class 3 contains 134550 members 
Mstep: Class 4 contains 26103 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15514 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 93247 members 
Mstep: Class 12 contains 51793 members 
Mstep: Class 13 contains 569055 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 282302 members 
Mstep: Class 18 contains 48172 members 
Mstep: Class 19 contains 20315 members 
Mstep: Class 20 contains 6591 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5155 members 
Mstep: Class 23 contains 49078 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326928.000000 Penalty: 181791.359375
Iteration 221Q: 22 clusters Score -2.333269e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 25023 members 
Mstep: Class 3 contains 134550 members 
Mstep: Class 4 contains 26104 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15514 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 93247 members 
Mstep: Class 12 contains 51793 members 
Mstep: Class 13 contains 569050 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 282306 members 
Mstep: Class 18 contains 48172 members 
Mstep: Class 19 contains 20315 members 
Mstep: Class 20 contains 6591 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5155 members 
Mstep: Class 23 contains 49078 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326944.000000 Penalty: 181791.359375
Iteration 222Q: 22 clusters Score -2.333269e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 25023 members 
Mstep: Class 3 contains 134550 members 
Mstep: Class 4 contains 26104 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15514 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 93247 members 
Mstep: Class 12 contains 51793 members 
Mstep: Class 13 contains 569049 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 282307 members 
Mstep: Class 18 contains 48172 members 
Mstep: Class 19 contains 20315 members 
Mstep: Class 20 contains 6591 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5155 members 
Mstep: Class 23 contains 49078 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326896.000000 Penalty: 181791.359375
Iteration 223Q: 22 clusters Score -2.333269e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 25023 members 
Mstep: Class 3 contains 134550 members 
Mstep: Class 4 contains 26104 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 15514 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 93247 members 
Mstep: Class 12 contains 51793 members 
Mstep: Class 13 contains 569049 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 282307 members 
Mstep: Class 18 contains 48172 members 
Mstep: Class 19 contains 20315 members 
Mstep: Class 20 contains 6591 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5155 members 
Mstep: Class 23 contains 49078 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233326896.000000 Penalty: 181791.359375
Iteration 224F: 22 clusters Score -2.333269e+08 nChanged 0
Entering ConstructFrom: 
Score: -233326896.000000 Penalty: 181791.359375
Entering ConstructFrom: 
Trying to split cluster 1 (29483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29483 members 
Entering Unmasked Estep 
Score: -5034709.000000 Penalty: 6303.585938
	Iteration 0F: 2 clusters Score -5034709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -5012066.000000 Penalty: 12607.171875
	Iteration 0F: 3 clusters Score -5012066 nChanged 12481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -5018679.000000 Penalty: 12607.171875
	Iteration 1F: 3 clusters Score -5018679 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -5019362.000000 Penalty: 12607.171875
	Iteration 2F: 3 clusters Score -5019362 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -5019800.500000 Penalty: 12607.171875
	Iteration 3Q: 3 clusters Score -5019800 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -5020067.000000 Penalty: 12607.171875
	Iteration 4Q: 3 clusters Score -5020067 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -5020332.000000 Penalty: 12607.171875
	Iteration 5Q: 3 clusters Score -5020332 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -5020521.000000 Penalty: 12607.171875
	Iteration 6Q: 3 clusters Score -5020521 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -5020689.500000 Penalty: 12607.171875
	Iteration 7Q: 3 clusters Score -5020690 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -5020828.000000 Penalty: 12607.171875
	Iteration 8Q: 3 clusters Score -5020828 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -5020955.000000 Penalty: 12607.171875
	Iteration 9Q: 3 clusters Score -5020955 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -5021045.500000 Penalty: 12607.171875
	Iteration 10Q: 3 clusters Score -5021046 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -5021173.000000 Penalty: 12607.171875
	Iteration 11Q: 3 clusters Score -5021173 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -5021260.000000 Penalty: 12607.171875
	Iteration 12Q: 3 clusters Score -5021260 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -5021374.500000 Penalty: 12607.171875
	Iteration 13Q: 3 clusters Score -5021374 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -5021482.500000 Penalty: 12607.171875
	Iteration 14Q: 3 clusters Score -5021482 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -5021589.500000 Penalty: 12607.171875
	Iteration 15Q: 3 clusters Score -5021590 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -5021727.500000 Penalty: 12607.171875
	Iteration 16Q: 3 clusters Score -5021728 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -5021961.500000 Penalty: 12607.171875
	Iteration 17Q: 3 clusters Score -5021962 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -5022187.500000 Penalty: 12607.171875
	Iteration 18Q: 3 clusters Score -5022188 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -5022505.500000 Penalty: 12607.171875
	Iteration 19Q: 3 clusters Score -5022506 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -5022928.500000 Penalty: 12607.171875
	Iteration 20F: 3 clusters Score -5022928 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -5023410.000000 Penalty: 12607.171875
	Iteration 21Q: 3 clusters Score -5023410 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -5024017.500000 Penalty: 12607.171875
	Iteration 22Q: 3 clusters Score -5024018 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -5024790.000000 Penalty: 12607.171875
	Iteration 23Q: 3 clusters Score -5024790 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -5025629.500000 Penalty: 12607.171875
	Iteration 24Q: 3 clusters Score -5025630 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
Score: -5026430.000000 Penalty: 12607.171875
	Iteration 25Q: 3 clusters Score -5026430 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 26069 members 
Entering Unmasked Estep 
Score: -5027151.000000 Penalty: 12607.171875
	Iteration 26Q: 3 clusters Score -5027151 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -5027693.500000 Penalty: 12607.171875
	Iteration 27Q: 3 clusters Score -5027694 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 27269 members 
Entering Unmasked Estep 
Score: -5028111.000000 Penalty: 12607.171875
	Iteration 28Q: 3 clusters Score -5028111 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -5028377.500000 Penalty: 12607.171875
	Iteration 29Q: 3 clusters Score -5028378 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 27823 members 
Entering Unmasked Estep 
Score: -5028567.500000 Penalty: 12607.171875
	Iteration 30Q: 3 clusters Score -5028568 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 27990 members 
Entering Unmasked Estep 
Score: -5028726.500000 Penalty: 12607.171875
	Iteration 31Q: 3 clusters Score -5028726 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -5028842.500000 Penalty: 12607.171875
	Iteration 32Q: 3 clusters Score -5028842 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 28208 members 
Entering Unmasked Estep 
Score: -5028923.500000 Penalty: 12607.171875
	Iteration 33Q: 3 clusters Score -5028924 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 28271 members 
Entering Unmasked Estep 
Score: -5028991.500000 Penalty: 12607.171875
	Iteration 34Q: 3 clusters Score -5028992 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 28320 members 
Entering Unmasked Estep 
Score: -5029043.000000 Penalty: 12607.171875
	Iteration 35Q: 3 clusters Score -5029043 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 28363 members 
Entering Unmasked Estep 
Score: -5029075.000000 Penalty: 12607.171875
	Iteration 36Q: 3 clusters Score -5029075 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 28385 members 
Entering Unmasked Estep 
Score: -5029110.500000 Penalty: 12607.171875
	Iteration 37Q: 3 clusters Score -5029110 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 28401 members 
Entering Unmasked Estep 
Score: -5029126.000000 Penalty: 12607.171875
	Iteration 38Q: 3 clusters Score -5029126 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 28424 members 
Entering Unmasked Estep 
Score: -5029164.500000 Penalty: 12607.171875
	Iteration 39Q: 3 clusters Score -5029164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 28437 members 
Entering Unmasked Estep 
Score: -5029185.000000 Penalty: 12607.171875
	Iteration 40F: 3 clusters Score -5029185 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 28446 members 
Entering Unmasked Estep 
Score: -5029190.000000 Penalty: 12607.171875
	Iteration 41Q: 3 clusters Score -5029190 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 28459 members 
Entering Unmasked Estep 
Score: -5029204.500000 Penalty: 12607.171875
	Iteration 42Q: 3 clusters Score -5029204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 28466 members 
Entering Unmasked Estep 
Score: -5029202.500000 Penalty: 12607.171875
	Iteration 43Q: 3 clusters Score -5029202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 28475 members 
Entering Unmasked Estep 
Score: -5029220.500000 Penalty: 12607.171875
	Iteration 44Q: 3 clusters Score -5029220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 28482 members 
Entering Unmasked Estep 
Score: -5029225.000000 Penalty: 12607.171875
	Iteration 45Q: 3 clusters Score -5029225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 28485 members 
Entering Unmasked Estep 
Score: -5029228.000000 Penalty: 12607.171875
	Iteration 46Q: 3 clusters Score -5029228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 28490 members 
Entering Unmasked Estep 
Score: -5029230.000000 Penalty: 12607.171875
	Iteration 47Q: 3 clusters Score -5029230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 28495 members 
Entering Unmasked Estep 
Score: -5029235.000000 Penalty: 12607.171875
	Iteration 48Q: 3 clusters Score -5029235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 28501 members 
Entering Unmasked Estep 
Score: -5029236.000000 Penalty: 12607.171875
	Iteration 49Q: 3 clusters Score -5029236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 28506 members 
Entering Unmasked Estep 
Score: -5029244.500000 Penalty: 12607.171875
	Iteration 50Q: 3 clusters Score -5029244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 28508 members 
Entering Unmasked Estep 
Score: -5029245.000000 Penalty: 12607.171875
	Iteration 51Q: 3 clusters Score -5029245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 28508 members 
Entering Unmasked Estep 
Score: -5029244.000000 Penalty: 12607.171875
	Iteration 52Q: 3 clusters Score -5029244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 28509 members 
Entering Unmasked Estep 
Score: -5029248.000000 Penalty: 12607.171875
	Iteration 53Q: 3 clusters Score -5029248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 28510 members 
Entering Unmasked Estep 
Score: -5029250.500000 Penalty: 12607.171875
	Iteration 54Q: 3 clusters Score -5029250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 28510 members 
Entering Unmasked Estep 
Score: -5029250.500000 Penalty: 12607.171875
	Iteration 55F: 3 clusters Score -5029250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (25023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25023 members 
Entering Unmasked Estep 
Score: -4362218.500000 Penalty: 6203.125000
	Iteration 0F: 2 clusters Score -4362218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -4342568.000000 Penalty: 12406.250000
	Iteration 0F: 3 clusters Score -4342568 nChanged 10292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -4347881.000000 Penalty: 12406.250000
	Iteration 1F: 3 clusters Score -4347881 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -4348548.500000 Penalty: 12406.250000
	Iteration 2F: 3 clusters Score -4348548 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -4348989.500000 Penalty: 12406.250000
	Iteration 3Q: 3 clusters Score -4348990 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -4349277.500000 Penalty: 12406.250000
	Iteration 4Q: 3 clusters Score -4349278 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -4349491.500000 Penalty: 12406.250000
	Iteration 5Q: 3 clusters Score -4349492 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -4349676.500000 Penalty: 12406.250000
	Iteration 6Q: 3 clusters Score -4349676 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -4349880.500000 Penalty: 12406.250000
	Iteration 7Q: 3 clusters Score -4349880 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -4350072.500000 Penalty: 12406.250000
	Iteration 8Q: 3 clusters Score -4350072 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -4350286.000000 Penalty: 12406.250000
	Iteration 9Q: 3 clusters Score -4350286 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -4350523.500000 Penalty: 12406.250000
	Iteration 10Q: 3 clusters Score -4350524 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -4350797.000000 Penalty: 12406.250000
	Iteration 11Q: 3 clusters Score -4350797 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -4351170.000000 Penalty: 12406.250000
	Iteration 12Q: 3 clusters Score -4351170 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -4351604.500000 Penalty: 12406.250000
	Iteration 13Q: 3 clusters Score -4351604 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -4352152.500000 Penalty: 12406.250000
	Iteration 14Q: 3 clusters Score -4352152 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -4352820.500000 Penalty: 12406.250000
	Iteration 15Q: 3 clusters Score -4352820 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -4353612.000000 Penalty: 12406.250000
	Iteration 16Q: 3 clusters Score -4353612 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -4354367.000000 Penalty: 12406.250000
	Iteration 17Q: 3 clusters Score -4354367 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -4355020.500000 Penalty: 12406.250000
	Iteration 18Q: 3 clusters Score -4355020 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 23255 members 
Entering Unmasked Estep 
Score: -4355527.000000 Penalty: 12406.250000
	Iteration 19Q: 3 clusters Score -4355527 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -4355885.500000 Penalty: 12406.250000
	Iteration 20F: 3 clusters Score -4355886 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 23903 members 
Entering Unmasked Estep 
Score: -4356179.000000 Penalty: 12406.250000
	Iteration 21Q: 3 clusters Score -4356179 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 24056 members 
Entering Unmasked Estep 
Score: -4356351.000000 Penalty: 12406.250000
	Iteration 22Q: 3 clusters Score -4356351 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 24147 members 
Entering Unmasked Estep 
Score: -4356463.500000 Penalty: 12406.250000
	Iteration 23Q: 3 clusters Score -4356464 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 24204 members 
Entering Unmasked Estep 
Score: -4356539.000000 Penalty: 12406.250000
	Iteration 24Q: 3 clusters Score -4356539 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 24233 members 
Entering Unmasked Estep 
Score: -4356591.500000 Penalty: 12406.250000
	Iteration 25Q: 3 clusters Score -4356592 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 24267 members 
Entering Unmasked Estep 
Score: -4356645.500000 Penalty: 12406.250000
	Iteration 26Q: 3 clusters Score -4356646 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -4356668.000000 Penalty: 12406.250000
	Iteration 27Q: 3 clusters Score -4356668 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -4356688.500000 Penalty: 12406.250000
	Iteration 28Q: 3 clusters Score -4356688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 24323 members 
Entering Unmasked Estep 
Score: -4356706.000000 Penalty: 12406.250000
	Iteration 29Q: 3 clusters Score -4356706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -4356709.000000 Penalty: 12406.250000
	Iteration 30Q: 3 clusters Score -4356709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 24335 members 
Entering Unmasked Estep 
Score: -4356715.500000 Penalty: 12406.250000
	Iteration 31Q: 3 clusters Score -4356716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -4356719.000000 Penalty: 12406.250000
	Iteration 32Q: 3 clusters Score -4356719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -4356724.000000 Penalty: 12406.250000
	Iteration 33Q: 3 clusters Score -4356724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
Score: -4356722.000000 Penalty: 12406.250000
	Iteration 34Q: 3 clusters Score -4356722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -4356727.500000 Penalty: 12406.250000
	Iteration 35Q: 3 clusters Score -4356728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -4356725.000000 Penalty: 12406.250000
	Iteration 36Q: 3 clusters Score -4356725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
Score: -4356727.500000 Penalty: 12406.250000
	Iteration 37Q: 3 clusters Score -4356728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -4356731.500000 Penalty: 12406.250000
	Iteration 38Q: 3 clusters Score -4356732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -4356731.500000 Penalty: 12406.250000
	Iteration 39Q: 3 clusters Score -4356732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -4356729.000000 Penalty: 12406.250000
	Iteration 40F: 3 clusters Score -4356729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
Score: -4356736.000000 Penalty: 12406.250000
	Iteration 41Q: 3 clusters Score -4356736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -4356737.500000 Penalty: 12406.250000
	Iteration 42Q: 3 clusters Score -4356738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -4356737.500000 Penalty: 12406.250000
	Iteration 43F: 3 clusters Score -4356738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (134550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134550 members 
Entering Unmasked Estep 
Score: -23198240.000000 Penalty: 7233.436035
	Iteration 0F: 2 clusters Score -2.319824e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67193 members 
Mstep: Class 2 contains 67357 members 
Entering Unmasked Estep 
Score: -23107248.000000 Penalty: 14466.872070
	Iteration 0F: 3 clusters Score -2.310725e+07 nChanged 62441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66948 members 
Mstep: Class 2 contains 67602 members 
Entering Unmasked Estep 
Score: -23142406.000000 Penalty: 14466.872070
	Iteration 1F: 3 clusters Score -2.314241e+07 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66933 members 
Mstep: Class 2 contains 67617 members 
Entering Unmasked Estep 
Score: -23143950.000000 Penalty: 14466.872070
	Iteration 2Q: 3 clusters Score -2.314395e+07 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66953 members 
Mstep: Class 2 contains 67597 members 
Entering Unmasked Estep 
Score: -23145502.000000 Penalty: 14466.872070
	Iteration 3Q: 3 clusters Score -2.31455e+07 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67110 members 
Mstep: Class 2 contains 67440 members 
Entering Unmasked Estep 
Score: -23147322.000000 Penalty: 14466.872070
	Iteration 4Q: 3 clusters Score -2.314732e+07 nChanged 5709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67457 members 
Mstep: Class 2 contains 67093 members 
Entering Unmasked Estep 
Score: -23149706.000000 Penalty: 14466.872070
	Iteration 5Q: 3 clusters Score -2.314971e+07 nChanged 6184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68051 members 
Mstep: Class 2 contains 66499 members 
Entering Unmasked Estep 
Score: -23152404.000000 Penalty: 14466.872070
	Iteration 6Q: 3 clusters Score -2.31524e+07 nChanged 6797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69036 members 
Mstep: Class 2 contains 65514 members 
Entering Unmasked Estep 
Score: -23155928.000000 Penalty: 14466.872070
	Iteration 7F: 3 clusters Score -2.315593e+07 nChanged 7425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70383 members 
Mstep: Class 2 contains 64167 members 
Entering Unmasked Estep 
Score: -23160340.000000 Penalty: 14466.872070
	Iteration 8F: 3 clusters Score -2.316034e+07 nChanged 7722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71847 members 
Mstep: Class 2 contains 62703 members 
Entering Unmasked Estep 
Score: -23165310.000000 Penalty: 14466.872070
	Iteration 9F: 3 clusters Score -2.316531e+07 nChanged 7639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73252 members 
Mstep: Class 2 contains 61298 members 
Entering Unmasked Estep 
Score: -23170214.000000 Penalty: 14466.872070
	Iteration 10F: 3 clusters Score -2.317021e+07 nChanged 6954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74362 members 
Mstep: Class 2 contains 60188 members 
Entering Unmasked Estep 
Score: -23174598.000000 Penalty: 14466.872070
	Iteration 11F: 3 clusters Score -2.31746e+07 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75065 members 
Mstep: Class 2 contains 59485 members 
Entering Unmasked Estep 
Score: -23177318.000000 Penalty: 14466.872070
	Iteration 12Q: 3 clusters Score -2.317732e+07 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75563 members 
Mstep: Class 2 contains 58987 members 
Entering Unmasked Estep 
Score: -23179014.000000 Penalty: 14466.872070
	Iteration 13Q: 3 clusters Score -2.317901e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76017 members 
Mstep: Class 2 contains 58533 members 
Entering Unmasked Estep 
Score: -23180128.000000 Penalty: 14466.872070
	Iteration 14Q: 3 clusters Score -2.318013e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76452 members 
Mstep: Class 2 contains 58098 members 
Entering Unmasked Estep 
Score: -23180930.000000 Penalty: 14466.872070
	Iteration 15Q: 3 clusters Score -2.318093e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77047 members 
Mstep: Class 2 contains 57503 members 
Entering Unmasked Estep 
Score: -23181748.000000 Penalty: 14466.872070
	Iteration 16Q: 3 clusters Score -2.318175e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77746 members 
Mstep: Class 2 contains 56804 members 
Entering Unmasked Estep 
Score: -23182434.000000 Penalty: 14466.872070
	Iteration 17Q: 3 clusters Score -2.318243e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78566 members 
Mstep: Class 2 contains 55984 members 
Entering Unmasked Estep 
Score: -23183086.000000 Penalty: 14466.872070
	Iteration 18Q: 3 clusters Score -2.318309e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79494 members 
Mstep: Class 2 contains 55056 members 
Entering Unmasked Estep 
Score: -23183778.000000 Penalty: 14466.872070
	Iteration 19Q: 3 clusters Score -2.318378e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80500 members 
Mstep: Class 2 contains 54050 members 
Entering Unmasked Estep 
Score: -23184446.000000 Penalty: 14466.872070
	Iteration 20F: 3 clusters Score -2.318445e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81601 members 
Mstep: Class 2 contains 52949 members 
Entering Unmasked Estep 
Score: -23185200.000000 Penalty: 14466.872070
	Iteration 21Q: 3 clusters Score -2.31852e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82788 members 
Mstep: Class 2 contains 51762 members 
Entering Unmasked Estep 
Score: -23185686.000000 Penalty: 14466.872070
	Iteration 22Q: 3 clusters Score -2.318569e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84039 members 
Mstep: Class 2 contains 50511 members 
Entering Unmasked Estep 
Score: -23186430.000000 Penalty: 14466.872070
	Iteration 23Q: 3 clusters Score -2.318643e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85331 members 
Mstep: Class 2 contains 49219 members 
Entering Unmasked Estep 
Score: -23187182.000000 Penalty: 14466.872070
	Iteration 24Q: 3 clusters Score -2.318718e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86657 members 
Mstep: Class 2 contains 47893 members 
Entering Unmasked Estep 
Score: -23187846.000000 Penalty: 14466.872070
	Iteration 25Q: 3 clusters Score -2.318785e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87997 members 
Mstep: Class 2 contains 46553 members 
Entering Unmasked Estep 
Score: -23188560.000000 Penalty: 14466.872070
	Iteration 26Q: 3 clusters Score -2.318856e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89278 members 
Mstep: Class 2 contains 45272 members 
Entering Unmasked Estep 
Score: -23189312.000000 Penalty: 14466.872070
	Iteration 27Q: 3 clusters Score -2.318931e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90517 members 
Mstep: Class 2 contains 44033 members 
Entering Unmasked Estep 
Score: -23189794.000000 Penalty: 14466.872070
	Iteration 28Q: 3 clusters Score -2.318979e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91683 members 
Mstep: Class 2 contains 42867 members 
Entering Unmasked Estep 
Score: -23190206.000000 Penalty: 14466.872070
	Iteration 29Q: 3 clusters Score -2.319021e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92737 members 
Mstep: Class 2 contains 41813 members 
Entering Unmasked Estep 
Score: -23190632.000000 Penalty: 14466.872070
	Iteration 30Q: 3 clusters Score -2.319063e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93721 members 
Mstep: Class 2 contains 40829 members 
Entering Unmasked Estep 
Score: -23191004.000000 Penalty: 14466.872070
	Iteration 31Q: 3 clusters Score -2.3191e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94625 members 
Mstep: Class 2 contains 39925 members 
Entering Unmasked Estep 
Score: -23191294.000000 Penalty: 14466.872070
	Iteration 32Q: 3 clusters Score -2.319129e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95430 members 
Mstep: Class 2 contains 39120 members 
Entering Unmasked Estep 
Score: -23191366.000000 Penalty: 14466.872070
	Iteration 33Q: 3 clusters Score -2.319137e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96176 members 
Mstep: Class 2 contains 38374 members 
Entering Unmasked Estep 
Score: -23191584.000000 Penalty: 14466.872070
	Iteration 34Q: 3 clusters Score -2.319158e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96844 members 
Mstep: Class 2 contains 37706 members 
Entering Unmasked Estep 
Score: -23191700.000000 Penalty: 14466.872070
	Iteration 35Q: 3 clusters Score -2.31917e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97443 members 
Mstep: Class 2 contains 37107 members 
Entering Unmasked Estep 
Score: -23191770.000000 Penalty: 14466.872070
	Iteration 36Q: 3 clusters Score -2.319177e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97987 members 
Mstep: Class 2 contains 36563 members 
Entering Unmasked Estep 
Score: -23191746.000000 Penalty: 14466.872070
	Iteration 37Q: 3 clusters Score -2.319175e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98494 members 
Mstep: Class 2 contains 36056 members 
Entering Unmasked Estep 
Score: -23191780.000000 Penalty: 14466.872070
	Iteration 38Q: 3 clusters Score -2.319178e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98942 members 
Mstep: Class 2 contains 35608 members 
Entering Unmasked Estep 
Score: -23191900.000000 Penalty: 14466.872070
	Iteration 39Q: 3 clusters Score -2.31919e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99325 members 
Mstep: Class 2 contains 35225 members 
Entering Unmasked Estep 
Score: -23191902.000000 Penalty: 14466.872070
	Iteration 40F: 3 clusters Score -2.31919e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99701 members 
Mstep: Class 2 contains 34849 members 
Entering Unmasked Estep 
Score: -23191970.000000 Penalty: 14466.872070
	Iteration 41Q: 3 clusters Score -2.319197e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100074 members 
Mstep: Class 2 contains 34476 members 
Entering Unmasked Estep 
Score: -23191988.000000 Penalty: 14466.872070
	Iteration 42Q: 3 clusters Score -2.319199e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100421 members 
Mstep: Class 2 contains 34129 members 
Entering Unmasked Estep 
Score: -23192002.000000 Penalty: 14466.872070
	Iteration 43Q: 3 clusters Score -2.3192e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100738 members 
Mstep: Class 2 contains 33812 members 
Entering Unmasked Estep 
Score: -23192006.000000 Penalty: 14466.872070
	Iteration 44Q: 3 clusters Score -2.319201e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101008 members 
Mstep: Class 2 contains 33542 members 
Entering Unmasked Estep 
Score: -23192034.000000 Penalty: 14466.872070
	Iteration 45Q: 3 clusters Score -2.319203e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101255 members 
Mstep: Class 2 contains 33295 members 
Entering Unmasked Estep 
Score: -23192084.000000 Penalty: 14466.872070
	Iteration 46Q: 3 clusters Score -2.319208e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101476 members 
Mstep: Class 2 contains 33074 members 
Entering Unmasked Estep 
Score: -23192066.000000 Penalty: 14466.872070
	Iteration 47Q: 3 clusters Score -2.319207e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101679 members 
Mstep: Class 2 contains 32871 members 
Entering Unmasked Estep 
Score: -23192050.000000 Penalty: 14466.872070
	Iteration 48Q: 3 clusters Score -2.319205e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101859 members 
Mstep: Class 2 contains 32691 members 
Entering Unmasked Estep 
Score: -23192082.000000 Penalty: 14466.872070
	Iteration 49Q: 3 clusters Score -2.319208e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102004 members 
Mstep: Class 2 contains 32546 members 
Entering Unmasked Estep 
Score: -23192050.000000 Penalty: 14466.872070
	Iteration 50Q: 3 clusters Score -2.319205e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102150 members 
Mstep: Class 2 contains 32400 members 
Entering Unmasked Estep 
Score: -23192078.000000 Penalty: 14466.872070
	Iteration 51Q: 3 clusters Score -2.319208e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102292 members 
Mstep: Class 2 contains 32258 members 
Entering Unmasked Estep 
Score: -23192136.000000 Penalty: 14466.872070
	Iteration 52Q: 3 clusters Score -2.319214e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102445 members 
Mstep: Class 2 contains 32105 members 
Entering Unmasked Estep 
Score: -23192146.000000 Penalty: 14466.872070
	Iteration 53Q: 3 clusters Score -2.319215e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102612 members 
Mstep: Class 2 contains 31938 members 
Entering Unmasked Estep 
Score: -23192174.000000 Penalty: 14466.872070
	Iteration 54Q: 3 clusters Score -2.319217e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102761 members 
Mstep: Class 2 contains 31789 members 
Entering Unmasked Estep 
Score: -23192142.000000 Penalty: 14466.872070
	Iteration 55Q: 3 clusters Score -2.319214e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102908 members 
Mstep: Class 2 contains 31642 members 
Entering Unmasked Estep 
Score: -23192174.000000 Penalty: 14466.872070
	Iteration 56Q: 3 clusters Score -2.319217e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103049 members 
Mstep: Class 2 contains 31501 members 
Entering Unmasked Estep 
Score: -23192192.000000 Penalty: 14466.872070
	Iteration 57Q: 3 clusters Score -2.319219e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103165 members 
Mstep: Class 2 contains 31385 members 
Entering Unmasked Estep 
Score: -23192218.000000 Penalty: 14466.872070
	Iteration 58Q: 3 clusters Score -2.319222e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103265 members 
Mstep: Class 2 contains 31285 members 
Entering Unmasked Estep 
Score: -23192212.000000 Penalty: 14466.872070
	Iteration 59Q: 3 clusters Score -2.319221e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103364 members 
Mstep: Class 2 contains 31186 members 
Entering Unmasked Estep 
Score: -23192202.000000 Penalty: 14466.872070
	Iteration 60F: 3 clusters Score -2.31922e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103458 members 
Mstep: Class 2 contains 31092 members 
Entering Unmasked Estep 
Score: -23192258.000000 Penalty: 14466.872070
	Iteration 61Q: 3 clusters Score -2.319226e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103568 members 
Mstep: Class 2 contains 30982 members 
Entering Unmasked Estep 
Score: -23192274.000000 Penalty: 14466.872070
	Iteration 62Q: 3 clusters Score -2.319227e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103671 members 
Mstep: Class 2 contains 30879 members 
Entering Unmasked Estep 
Score: -23192286.000000 Penalty: 14466.872070
	Iteration 63Q: 3 clusters Score -2.319229e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103770 members 
Mstep: Class 2 contains 30780 members 
Entering Unmasked Estep 
Score: -23192244.000000 Penalty: 14466.872070
	Iteration 64Q: 3 clusters Score -2.319224e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103868 members 
Mstep: Class 2 contains 30682 members 
Entering Unmasked Estep 
Score: -23192230.000000 Penalty: 14466.872070
	Iteration 65Q: 3 clusters Score -2.319223e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103963 members 
Mstep: Class 2 contains 30587 members 
Entering Unmasked Estep 
Score: -23192212.000000 Penalty: 14466.872070
	Iteration 66Q: 3 clusters Score -2.319221e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104085 members 
Mstep: Class 2 contains 30465 members 
Entering Unmasked Estep 
Score: -23192244.000000 Penalty: 14466.872070
	Iteration 67Q: 3 clusters Score -2.319224e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104203 members 
Mstep: Class 2 contains 30347 members 
Entering Unmasked Estep 
Score: -23192214.000000 Penalty: 14466.872070
	Iteration 68Q: 3 clusters Score -2.319221e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104299 members 
Mstep: Class 2 contains 30251 members 
Entering Unmasked Estep 
Score: -23192242.000000 Penalty: 14466.872070
	Iteration 69Q: 3 clusters Score -2.319224e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104388 members 
Mstep: Class 2 contains 30162 members 
Entering Unmasked Estep 
Score: -23192260.000000 Penalty: 14466.872070
	Iteration 70Q: 3 clusters Score -2.319226e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104458 members 
Mstep: Class 2 contains 30092 members 
Entering Unmasked Estep 
Score: -23192288.000000 Penalty: 14466.872070
	Iteration 71Q: 3 clusters Score -2.319229e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104514 members 
Mstep: Class 2 contains 30036 members 
Entering Unmasked Estep 
Score: -23192246.000000 Penalty: 14466.872070
	Iteration 72Q: 3 clusters Score -2.319225e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104566 members 
Mstep: Class 2 contains 29984 members 
Entering Unmasked Estep 
Score: -23192258.000000 Penalty: 14466.872070
	Iteration 73Q: 3 clusters Score -2.319226e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104611 members 
Mstep: Class 2 contains 29939 members 
Entering Unmasked Estep 
Score: -23192274.000000 Penalty: 14466.872070
	Iteration 74Q: 3 clusters Score -2.319227e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104655 members 
Mstep: Class 2 contains 29895 members 
Entering Unmasked Estep 
Score: -23192312.000000 Penalty: 14466.872070
	Iteration 75Q: 3 clusters Score -2.319231e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104687 members 
Mstep: Class 2 contains 29863 members 
Entering Unmasked Estep 
Score: -23192292.000000 Penalty: 14466.872070
	Iteration 76Q: 3 clusters Score -2.319229e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104710 members 
Mstep: Class 2 contains 29840 members 
Entering Unmasked Estep 
Score: -23192298.000000 Penalty: 14466.872070
	Iteration 77Q: 3 clusters Score -2.31923e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104741 members 
Mstep: Class 2 contains 29809 members 
Entering Unmasked Estep 
Score: -23192310.000000 Penalty: 14466.872070
	Iteration 78Q: 3 clusters Score -2.319231e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104770 members 
Mstep: Class 2 contains 29780 members 
Entering Unmasked Estep 
Score: -23192300.000000 Penalty: 14466.872070
	Iteration 79Q: 3 clusters Score -2.31923e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104802 members 
Mstep: Class 2 contains 29748 members 
Entering Unmasked Estep 
Score: -23192298.000000 Penalty: 14466.872070
	Iteration 80F: 3 clusters Score -2.31923e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104823 members 
Mstep: Class 2 contains 29727 members 
Entering Unmasked Estep 
Score: -23192324.000000 Penalty: 14466.872070
	Iteration 81Q: 3 clusters Score -2.319232e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104851 members 
Mstep: Class 2 contains 29699 members 
Entering Unmasked Estep 
Score: -23192280.000000 Penalty: 14466.872070
	Iteration 82Q: 3 clusters Score -2.319228e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104872 members 
Mstep: Class 2 contains 29678 members 
Entering Unmasked Estep 
Score: -23192280.000000 Penalty: 14466.872070
	Iteration 83Q: 3 clusters Score -2.319228e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104889 members 
Mstep: Class 2 contains 29661 members 
Entering Unmasked Estep 
Score: -23192290.000000 Penalty: 14466.872070
	Iteration 84Q: 3 clusters Score -2.319229e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104905 members 
Mstep: Class 2 contains 29645 members 
Entering Unmasked Estep 
Score: -23192284.000000 Penalty: 14466.872070
	Iteration 85Q: 3 clusters Score -2.319228e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104924 members 
Mstep: Class 2 contains 29626 members 
Entering Unmasked Estep 
Score: -23192298.000000 Penalty: 14466.872070
	Iteration 86Q: 3 clusters Score -2.31923e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104945 members 
Mstep: Class 2 contains 29605 members 
Entering Unmasked Estep 
Score: -23192328.000000 Penalty: 14466.872070
	Iteration 87Q: 3 clusters Score -2.319233e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104964 members 
Mstep: Class 2 contains 29586 members 
Entering Unmasked Estep 
Score: -23192328.000000 Penalty: 14466.872070
	Iteration 88Q: 3 clusters Score -2.319233e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104982 members 
Mstep: Class 2 contains 29568 members 
Entering Unmasked Estep 
Score: -23192358.000000 Penalty: 14466.872070
	Iteration 89Q: 3 clusters Score -2.319236e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104991 members 
Mstep: Class 2 contains 29559 members 
Entering Unmasked Estep 
Score: -23192358.000000 Penalty: 14466.872070
	Iteration 90Q: 3 clusters Score -2.319236e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104995 members 
Mstep: Class 2 contains 29555 members 
Entering Unmasked Estep 
Score: -23192348.000000 Penalty: 14466.872070
	Iteration 91Q: 3 clusters Score -2.319235e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105002 members 
Mstep: Class 2 contains 29548 members 
Entering Unmasked Estep 
Score: -23192336.000000 Penalty: 14466.872070
	Iteration 92Q: 3 clusters Score -2.319234e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105010 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -23192344.000000 Penalty: 14466.872070
	Iteration 93Q: 3 clusters Score -2.319234e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105025 members 
Mstep: Class 2 contains 29525 members 
Entering Unmasked Estep 
Score: -23192332.000000 Penalty: 14466.872070
	Iteration 94Q: 3 clusters Score -2.319233e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105042 members 
Mstep: Class 2 contains 29508 members 
Entering Unmasked Estep 
Score: -23192336.000000 Penalty: 14466.872070
	Iteration 95Q: 3 clusters Score -2.319234e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105058 members 
Mstep: Class 2 contains 29492 members 
Entering Unmasked Estep 
Score: -23192326.000000 Penalty: 14466.872070
	Iteration 96Q: 3 clusters Score -2.319233e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105083 members 
Mstep: Class 2 contains 29467 members 
Entering Unmasked Estep 
Score: -23192332.000000 Penalty: 14466.872070
	Iteration 97Q: 3 clusters Score -2.319233e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105102 members 
Mstep: Class 2 contains 29448 members 
Entering Unmasked Estep 
Score: -23192350.000000 Penalty: 14466.872070
	Iteration 98Q: 3 clusters Score -2.319235e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105124 members 
Mstep: Class 2 contains 29426 members 
Entering Unmasked Estep 
Score: -23192354.000000 Penalty: 14466.872070
	Iteration 99Q: 3 clusters Score -2.319235e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105139 members 
Mstep: Class 2 contains 29411 members 
Entering Unmasked Estep 
Score: -23192356.000000 Penalty: 14466.872070
	Iteration 100F: 3 clusters Score -2.319236e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105155 members 
Mstep: Class 2 contains 29395 members 
Entering Unmasked Estep 
Score: -23192358.000000 Penalty: 14466.872070
	Iteration 101Q: 3 clusters Score -2.319236e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105172 members 
Mstep: Class 2 contains 29378 members 
Entering Unmasked Estep 
Score: -23192392.000000 Penalty: 14466.872070
	Iteration 102Q: 3 clusters Score -2.319239e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105188 members 
Mstep: Class 2 contains 29362 members 
Entering Unmasked Estep 
Score: -23192384.000000 Penalty: 14466.872070
	Iteration 103Q: 3 clusters Score -2.319238e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105205 members 
Mstep: Class 2 contains 29345 members 
Entering Unmasked Estep 
Score: -23192396.000000 Penalty: 14466.872070
	Iteration 104Q: 3 clusters Score -2.31924e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105215 members 
Mstep: Class 2 contains 29335 members 
Entering Unmasked Estep 
Score: -23192354.000000 Penalty: 14466.872070
	Iteration 105Q: 3 clusters Score -2.319235e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105225 members 
Mstep: Class 2 contains 29325 members 
Entering Unmasked Estep 
Score: -23192352.000000 Penalty: 14466.872070
	Iteration 106Q: 3 clusters Score -2.319235e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105236 members 
Mstep: Class 2 contains 29314 members 
Entering Unmasked Estep 
Score: -23192364.000000 Penalty: 14466.872070
	Iteration 107Q: 3 clusters Score -2.319236e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105239 members 
Mstep: Class 2 contains 29311 members 
Entering Unmasked Estep 
Score: -23192352.000000 Penalty: 14466.872070
	Iteration 108Q: 3 clusters Score -2.319235e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105239 members 
Mstep: Class 2 contains 29311 members 
Entering Unmasked Estep 
Score: -23192352.000000 Penalty: 14466.872070
	Iteration 109F: 3 clusters Score -2.319235e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26104 members 
Entering Unmasked Estep 
Score: -4318320.500000 Penalty: 6229.029297
	Iteration 0F: 2 clusters Score -4318320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -4297929.000000 Penalty: 12458.058594
	Iteration 0F: 3 clusters Score -4297929 nChanged 10937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -4303874.500000 Penalty: 12458.058594
	Iteration 1F: 3 clusters Score -4303874 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -4304786.000000 Penalty: 12458.058594
	Iteration 2F: 3 clusters Score -4304786 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -4305514.500000 Penalty: 12458.058594
	Iteration 3F: 3 clusters Score -4305514 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -4306059.000000 Penalty: 12458.058594
	Iteration 4Q: 3 clusters Score -4306059 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -4306464.000000 Penalty: 12458.058594
	Iteration 5Q: 3 clusters Score -4306464 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -4306839.000000 Penalty: 12458.058594
	Iteration 6Q: 3 clusters Score -4306839 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -4307199.500000 Penalty: 12458.058594
	Iteration 7Q: 3 clusters Score -4307200 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -4307561.000000 Penalty: 12458.058594
	Iteration 8Q: 3 clusters Score -4307561 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -4307943.000000 Penalty: 12458.058594
	Iteration 9Q: 3 clusters Score -4307943 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -4308391.500000 Penalty: 12458.058594
	Iteration 10Q: 3 clusters Score -4308392 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -4308892.000000 Penalty: 12458.058594
	Iteration 11Q: 3 clusters Score -4308892 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -4309457.500000 Penalty: 12458.058594
	Iteration 12Q: 3 clusters Score -4309458 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -4310101.500000 Penalty: 12458.058594
	Iteration 13Q: 3 clusters Score -4310102 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -4310783.000000 Penalty: 12458.058594
	Iteration 14Q: 3 clusters Score -4310783 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -4311407.500000 Penalty: 12458.058594
	Iteration 15Q: 3 clusters Score -4311408 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -4311964.500000 Penalty: 12458.058594
	Iteration 16Q: 3 clusters Score -4311964 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -4312396.000000 Penalty: 12458.058594
	Iteration 17Q: 3 clusters Score -4312396 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -4312717.000000 Penalty: 12458.058594
	Iteration 18Q: 3 clusters Score -4312717 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -4312928.000000 Penalty: 12458.058594
	Iteration 19Q: 3 clusters Score -4312928 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -4313101.500000 Penalty: 12458.058594
	Iteration 20F: 3 clusters Score -4313102 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -4313223.500000 Penalty: 12458.058594
	Iteration 21Q: 3 clusters Score -4313224 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -4313325.000000 Penalty: 12458.058594
	Iteration 22Q: 3 clusters Score -4313325 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -4313422.000000 Penalty: 12458.058594
	Iteration 23Q: 3 clusters Score -4313422 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -4313490.000000 Penalty: 12458.058594
	Iteration 24Q: 3 clusters Score -4313490 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -4313547.000000 Penalty: 12458.058594
	Iteration 25Q: 3 clusters Score -4313547 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -4313587.000000 Penalty: 12458.058594
	Iteration 26Q: 3 clusters Score -4313587 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -4313626.500000 Penalty: 12458.058594
	Iteration 27Q: 3 clusters Score -4313626 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -4313646.000000 Penalty: 12458.058594
	Iteration 28Q: 3 clusters Score -4313646 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -4313668.500000 Penalty: 12458.058594
	Iteration 29Q: 3 clusters Score -4313668 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -4313690.500000 Penalty: 12458.058594
	Iteration 30Q: 3 clusters Score -4313690 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -4313687.000000 Penalty: 12458.058594
	Iteration 31Q: 3 clusters Score -4313687 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -4313710.000000 Penalty: 12458.058594
	Iteration 32Q: 3 clusters Score -4313710 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -4313733.500000 Penalty: 12458.058594
	Iteration 33Q: 3 clusters Score -4313734 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -4313746.500000 Penalty: 12458.058594
	Iteration 34Q: 3 clusters Score -4313746 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24298 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -4313760.000000 Penalty: 12458.058594
	Iteration 35Q: 3 clusters Score -4313760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -4313768.000000 Penalty: 12458.058594
	Iteration 36Q: 3 clusters Score -4313768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -4313782.000000 Penalty: 12458.058594
	Iteration 37Q: 3 clusters Score -4313782 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -4313782.500000 Penalty: 12458.058594
	Iteration 38Q: 3 clusters Score -4313782 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24360 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -4313793.500000 Penalty: 12458.058594
	Iteration 39Q: 3 clusters Score -4313794 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -4313801.000000 Penalty: 12458.058594
	Iteration 40F: 3 clusters Score -4313801 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24388 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -4313814.500000 Penalty: 12458.058594
	Iteration 41Q: 3 clusters Score -4313814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -4313836.000000 Penalty: 12458.058594
	Iteration 42Q: 3 clusters Score -4313836 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24418 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -4313844.500000 Penalty: 12458.058594
	Iteration 43Q: 3 clusters Score -4313844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24434 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -4313857.500000 Penalty: 12458.058594
	Iteration 44Q: 3 clusters Score -4313858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -4313862.000000 Penalty: 12458.058594
	Iteration 45Q: 3 clusters Score -4313862 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24461 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -4313879.500000 Penalty: 12458.058594
	Iteration 46Q: 3 clusters Score -4313880 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -4313886.500000 Penalty: 12458.058594
	Iteration 47Q: 3 clusters Score -4313886 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -4313895.500000 Penalty: 12458.058594
	Iteration 48Q: 3 clusters Score -4313896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -4313896.500000 Penalty: 12458.058594
	Iteration 49Q: 3 clusters Score -4313896 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24524 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -4313915.000000 Penalty: 12458.058594
	Iteration 50Q: 3 clusters Score -4313915 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -4313920.500000 Penalty: 12458.058594
	Iteration 51Q: 3 clusters Score -4313920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -4313926.000000 Penalty: 12458.058594
	Iteration 52Q: 3 clusters Score -4313926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24554 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -4313933.500000 Penalty: 12458.058594
	Iteration 53Q: 3 clusters Score -4313934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24558 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -4313937.500000 Penalty: 12458.058594
	Iteration 54Q: 3 clusters Score -4313938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -4313941.000000 Penalty: 12458.058594
	Iteration 55Q: 3 clusters Score -4313941 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -4313940.500000 Penalty: 12458.058594
	Iteration 56Q: 3 clusters Score -4313940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -4313947.500000 Penalty: 12458.058594
	Iteration 57Q: 3 clusters Score -4313948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -4313949.000000 Penalty: 12458.058594
	Iteration 58Q: 3 clusters Score -4313949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -4313958.500000 Penalty: 12458.058594
	Iteration 59Q: 3 clusters Score -4313958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -4313963.000000 Penalty: 12458.058594
	Iteration 60F: 3 clusters Score -4313963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -4313965.000000 Penalty: 12458.058594
	Iteration 61Q: 3 clusters Score -4313965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -4313962.500000 Penalty: 12458.058594
	Iteration 62Q: 3 clusters Score -4313962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -4313963.500000 Penalty: 12458.058594
	Iteration 63Q: 3 clusters Score -4313964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -4313966.500000 Penalty: 12458.058594
	Iteration 64Q: 3 clusters Score -4313966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -4313965.000000 Penalty: 12458.058594
	Iteration 65Q: 3 clusters Score -4313965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24602 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -4313968.500000 Penalty: 12458.058594
	Iteration 66Q: 3 clusters Score -4313968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -4313968.000000 Penalty: 12458.058594
	Iteration 67Q: 3 clusters Score -4313968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -4313965.500000 Penalty: 12458.058594
	Iteration 68Q: 3 clusters Score -4313966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -4313973.500000 Penalty: 12458.058594
	Iteration 69Q: 3 clusters Score -4313974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -4313974.000000 Penalty: 12458.058594
	Iteration 70Q: 3 clusters Score -4313974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -4313974.000000 Penalty: 12458.058594
	Iteration 71Q: 3 clusters Score -4313974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -4313974.000000 Penalty: 12458.058594
	Iteration 72Q: 3 clusters Score -4313974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -4313974.000000 Penalty: 12458.058594
	Iteration 73F: 3 clusters Score -4313974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Entering Unmasked Estep 
Score: -278016.562500 Penalty: 4621.551270
	Iteration 0F: 2 clusters Score -278016.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -273450.968750 Penalty: 9243.102539
	Iteration 0F: 3 clusters Score -273451 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -274756.562500 Penalty: 9243.102539
	Iteration 1F: 3 clusters Score -274756.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -275474.687500 Penalty: 9243.102539
	Iteration 2F: 3 clusters Score -275474.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -275844.937500 Penalty: 9243.102539
	Iteration 3F: 3 clusters Score -275844.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -276103.875000 Penalty: 9243.102539
	Iteration 4F: 3 clusters Score -276103.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -276276.343750 Penalty: 9243.102539
	Iteration 5Q: 3 clusters Score -276276.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -276369.343750 Penalty: 9243.102539
	Iteration 6Q: 3 clusters Score -276369.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -276427.187500 Penalty: 9243.102539
	Iteration 7Q: 3 clusters Score -276427.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -276470.156250 Penalty: 9243.102539
	Iteration 8Q: 3 clusters Score -276470.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -276486.062500 Penalty: 9243.102539
	Iteration 9Q: 3 clusters Score -276486.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -276492.218750 Penalty: 9243.102539
	Iteration 10Q: 3 clusters Score -276492.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -276501.187500 Penalty: 9243.102539
	Iteration 11Q: 3 clusters Score -276501.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -276544.406250 Penalty: 9243.102539
	Iteration 12Q: 3 clusters Score -276544.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -276567.031250 Penalty: 9243.102539
	Iteration 13Q: 3 clusters Score -276567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -276580.031250 Penalty: 9243.102539
	Iteration 14Q: 3 clusters Score -276580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -276589.718750 Penalty: 9243.102539
	Iteration 15Q: 3 clusters Score -276589.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -276591.562500 Penalty: 9243.102539
	Iteration 16Q: 3 clusters Score -276591.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -276592.875000 Penalty: 9243.102539
	Iteration 17F: 3 clusters Score -276592.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -276597.312500 Penalty: 9243.102539
	Iteration 18Q: 3 clusters Score -276597.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -276601.375000 Penalty: 9243.102539
	Iteration 19Q: 3 clusters Score -276601.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -276601.375000 Penalty: 9243.102539
	Iteration 20F: 3 clusters Score -276601.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Entering Unmasked Estep 
Score: -2547546.750000 Penalty: 5910.317383
	Iteration 0F: 2 clusters Score -2547547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -2533955.000000 Penalty: 11820.634766
	Iteration 0F: 3 clusters Score -2533955 nChanged 6092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -2537227.750000 Penalty: 11820.634766
	Iteration 1F: 3 clusters Score -2537228 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -2537781.000000 Penalty: 11820.634766
	Iteration 2F: 3 clusters Score -2537781 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -2538169.500000 Penalty: 11820.634766
	Iteration 3Q: 3 clusters Score -2538170 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -2538409.750000 Penalty: 11820.634766
	Iteration 4Q: 3 clusters Score -2538410 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -2538601.750000 Penalty: 11820.634766
	Iteration 5Q: 3 clusters Score -2538602 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -2538767.750000 Penalty: 11820.634766
	Iteration 6Q: 3 clusters Score -2538768 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -2538905.500000 Penalty: 11820.634766
	Iteration 7Q: 3 clusters Score -2538906 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -2539051.500000 Penalty: 11820.634766
	Iteration 8Q: 3 clusters Score -2539052 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -2539175.750000 Penalty: 11820.634766
	Iteration 9Q: 3 clusters Score -2539176 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -2539332.000000 Penalty: 11820.634766
	Iteration 10Q: 3 clusters Score -2539332 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -2539554.000000 Penalty: 11820.634766
	Iteration 11Q: 3 clusters Score -2539554 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -2539914.000000 Penalty: 11820.634766
	Iteration 12Q: 3 clusters Score -2539914 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -2540398.000000 Penalty: 11820.634766
	Iteration 13Q: 3 clusters Score -2540398 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -2540910.750000 Penalty: 11820.634766
	Iteration 14Q: 3 clusters Score -2540911 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -2541350.750000 Penalty: 11820.634766
	Iteration 15Q: 3 clusters Score -2541351 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -2541719.250000 Penalty: 11820.634766
	Iteration 16Q: 3 clusters Score -2541719 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -2542011.000000 Penalty: 11820.634766
	Iteration 17Q: 3 clusters Score -2542011 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -2542255.000000 Penalty: 11820.634766
	Iteration 18Q: 3 clusters Score -2542255 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -2542455.250000 Penalty: 11820.634766
	Iteration 19Q: 3 clusters Score -2542455 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -2542598.750000 Penalty: 11820.634766
	Iteration 20F: 3 clusters Score -2542599 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -2542723.750000 Penalty: 11820.634766
	Iteration 21Q: 3 clusters Score -2542724 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -2542806.750000 Penalty: 11820.634766
	Iteration 22Q: 3 clusters Score -2542807 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -2542909.250000 Penalty: 11820.634766
	Iteration 23Q: 3 clusters Score -2542909 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -2542992.000000 Penalty: 11820.634766
	Iteration 24Q: 3 clusters Score -2542992 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -2543072.750000 Penalty: 11820.634766
	Iteration 25Q: 3 clusters Score -2543073 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -2543149.250000 Penalty: 11820.634766
	Iteration 26Q: 3 clusters Score -2543149 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -2543224.250000 Penalty: 11820.634766
	Iteration 27Q: 3 clusters Score -2543224 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -2543294.250000 Penalty: 11820.634766
	Iteration 28Q: 3 clusters Score -2543294 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -2543336.000000 Penalty: 11820.634766
	Iteration 29Q: 3 clusters Score -2543336 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -2543360.000000 Penalty: 11820.634766
	Iteration 30Q: 3 clusters Score -2543360 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -2543386.500000 Penalty: 11820.634766
	Iteration 31Q: 3 clusters Score -2543386 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -2543408.000000 Penalty: 11820.634766
	Iteration 32Q: 3 clusters Score -2543408 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -2543427.250000 Penalty: 11820.634766
	Iteration 33Q: 3 clusters Score -2543427 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -2543440.000000 Penalty: 11820.634766
	Iteration 34Q: 3 clusters Score -2543440 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -2543462.000000 Penalty: 11820.634766
	Iteration 35Q: 3 clusters Score -2543462 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -2543470.250000 Penalty: 11820.634766
	Iteration 36Q: 3 clusters Score -2543470 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -2543481.250000 Penalty: 11820.634766
	Iteration 37Q: 3 clusters Score -2543481 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -2543486.000000 Penalty: 11820.634766
	Iteration 38Q: 3 clusters Score -2543486 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -2543488.250000 Penalty: 11820.634766
	Iteration 39Q: 3 clusters Score -2543488 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -2543492.500000 Penalty: 11820.634766
	Iteration 40F: 3 clusters Score -2543492 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -2543501.750000 Penalty: 11820.634766
	Iteration 41Q: 3 clusters Score -2543502 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -2543508.500000 Penalty: 11820.634766
	Iteration 42Q: 3 clusters Score -2543508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -2543517.500000 Penalty: 11820.634766
	Iteration 43Q: 3 clusters Score -2543518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -2543526.500000 Penalty: 11820.634766
	Iteration 44Q: 3 clusters Score -2543526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -2543525.000000 Penalty: 11820.634766
	Iteration 45Q: 3 clusters Score -2543525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -2543522.750000 Penalty: 11820.634766
	Iteration 46Q: 3 clusters Score -2543523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -2543524.750000 Penalty: 11820.634766
	Iteration 47Q: 3 clusters Score -2543525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -2543523.250000 Penalty: 11820.634766
	Iteration 48Q: 3 clusters Score -2543523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -2543521.250000 Penalty: 11820.634766
	Iteration 49Q: 3 clusters Score -2543521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -2543524.000000 Penalty: 11820.634766
	Iteration 50Q: 3 clusters Score -2543524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -2543520.250000 Penalty: 11820.634766
	Iteration 51Q: 3 clusters Score -2543520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -2543530.000000 Penalty: 11820.634766
	Iteration 52Q: 3 clusters Score -2543530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -2543532.000000 Penalty: 11820.634766
	Iteration 53Q: 3 clusters Score -2543532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -2543533.000000 Penalty: 11820.634766
	Iteration 54Q: 3 clusters Score -2543533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -2543533.000000 Penalty: 11820.634766
	Iteration 55F: 3 clusters Score -2543533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -206311.812500 Penalty: 4386.493652
	Iteration 0F: 2 clusters Score -206311.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -202079.828125 Penalty: 8772.987305
	Iteration 0F: 3 clusters Score -202079.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -202565.390625 Penalty: 8772.987305
	Iteration 1F: 3 clusters Score -202565.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -202767.062500 Penalty: 8772.987305
	Iteration 2F: 3 clusters Score -202767.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -202844.140625 Penalty: 8772.987305
	Iteration 3Q: 3 clusters Score -202844.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -202879.718750 Penalty: 8772.987305
	Iteration 4Q: 3 clusters Score -202879.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -202913.218750 Penalty: 8772.987305
	Iteration 5Q: 3 clusters Score -202913.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -202923.171875 Penalty: 8772.987305
	Iteration 6Q: 3 clusters Score -202923.2 nChanged 7
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: -202941.125000 Penalty: 8772.987305
	Iteration 7Q: 3 clusters Score -202941.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -202957.203125 Penalty: 8772.987305
	Iteration 8Q: 3 clusters Score -202957.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -202968.515625 Penalty: 8772.987305
	Iteration 9Q: 3 clusters Score -202968.5 nChanged 6
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: -202980.062500 Penalty: 8772.987305
	Iteration 10Q: 3 clusters Score -202980.1 nChanged 6
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: -203057.468750 Penalty: 8772.987305
	Iteration 11Q: 3 clusters Score -203057.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -203130.859375 Penalty: 8772.987305
	Iteration 12Q: 3 clusters Score -203130.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -203148.875000 Penalty: 8772.987305
	Iteration 13Q: 3 clusters Score -203148.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -203158.421875 Penalty: 8772.987305
	Iteration 14Q: 3 clusters Score -203158.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -203164.343750 Penalty: 8772.987305
	Iteration 15Q: 3 clusters Score -203164.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -203169.562500 Penalty: 8772.987305
	Iteration 16Q: 3 clusters Score -203169.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -203175.218750 Penalty: 8772.987305
	Iteration 17Q: 3 clusters Score -203175.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -203178.484375 Penalty: 8772.987305
	Iteration 18Q: 3 clusters Score -203178.5 nChanged 2
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: -203183.625000 Penalty: 8772.987305
	Iteration 19Q: 3 clusters Score -203183.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -203191.546875 Penalty: 8772.987305
	Iteration 20F: 3 clusters Score -203191.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -203194.406250 Penalty: 8772.987305
	Iteration 21Q: 3 clusters Score -203194.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -203199.125000 Penalty: 8772.987305
	Iteration 22Q: 3 clusters Score -203199.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -203203.015625 Penalty: 8772.987305
	Iteration 23Q: 3 clusters Score -203203 nChanged 1
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: -203206.171875 Penalty: 8772.987305
	Iteration 24Q: 3 clusters Score -203206.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -203208.015625 Penalty: 8772.987305
	Iteration 25Q: 3 clusters Score -203208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -203208.015625 Penalty: 8772.987305
	Iteration 26F: 3 clusters Score -203208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -1601128.625000 Penalty: 5623.119141
	Iteration 0F: 2 clusters Score -1601129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1591085.875000 Penalty: 11246.238281
	Iteration 0F: 3 clusters Score -1591086 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1593160.250000 Penalty: 11246.238281
	Iteration 1F: 3 clusters Score -1593160 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1593640.750000 Penalty: 11246.238281
	Iteration 2F: 3 clusters Score -1593641 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1593930.500000 Penalty: 11246.238281
	Iteration 3F: 3 clusters Score -1593930 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1594109.250000 Penalty: 11246.238281
	Iteration 4Q: 3 clusters Score -1594109 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1594229.250000 Penalty: 11246.238281
	Iteration 5Q: 3 clusters Score -1594229 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1594324.750000 Penalty: 11246.238281
	Iteration 6Q: 3 clusters Score -1594325 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1594391.625000 Penalty: 11246.238281
	Iteration 7Q: 3 clusters Score -1594392 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1594443.500000 Penalty: 11246.238281
	Iteration 8Q: 3 clusters Score -1594444 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1594493.375000 Penalty: 11246.238281
	Iteration 9Q: 3 clusters Score -1594493 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1594541.375000 Penalty: 11246.238281
	Iteration 10Q: 3 clusters Score -1594541 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1594571.625000 Penalty: 11246.238281
	Iteration 11Q: 3 clusters Score -1594572 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1594608.625000 Penalty: 11246.238281
	Iteration 12Q: 3 clusters Score -1594609 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1594642.625000 Penalty: 11246.238281
	Iteration 13Q: 3 clusters Score -1594643 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1594673.875000 Penalty: 11246.238281
	Iteration 14Q: 3 clusters Score -1594674 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1594719.375000 Penalty: 11246.238281
	Iteration 15Q: 3 clusters Score -1594719 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1594741.000000 Penalty: 11246.238281
	Iteration 16Q: 3 clusters Score -1594741 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1594763.625000 Penalty: 11246.238281
	Iteration 17Q: 3 clusters Score -1594764 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1594784.750000 Penalty: 11246.238281
	Iteration 18Q: 3 clusters Score -1594785 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1594821.250000 Penalty: 11246.238281
	Iteration 19Q: 3 clusters Score -1594821 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1594886.625000 Penalty: 11246.238281
	Iteration 20F: 3 clusters Score -1594887 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1594970.625000 Penalty: 11246.238281
	Iteration 21Q: 3 clusters Score -1594971 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1595043.000000 Penalty: 11246.238281
	Iteration 22Q: 3 clusters Score -1595043 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1595102.250000 Penalty: 11246.238281
	Iteration 23Q: 3 clusters Score -1595102 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1595173.500000 Penalty: 11246.238281
	Iteration 24Q: 3 clusters Score -1595174 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1595232.625000 Penalty: 11246.238281
	Iteration 25Q: 3 clusters Score -1595233 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1595289.000000 Penalty: 11246.238281
	Iteration 26Q: 3 clusters Score -1595289 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1595335.375000 Penalty: 11246.238281
	Iteration 27Q: 3 clusters Score -1595335 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1595380.375000 Penalty: 11246.238281
	Iteration 28Q: 3 clusters Score -1595380 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1595419.875000 Penalty: 11246.238281
	Iteration 29Q: 3 clusters Score -1595420 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1595458.250000 Penalty: 11246.238281
	Iteration 30Q: 3 clusters Score -1595458 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1595484.500000 Penalty: 11246.238281
	Iteration 31Q: 3 clusters Score -1595484 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1595508.250000 Penalty: 11246.238281
	Iteration 32Q: 3 clusters Score -1595508 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1595527.625000 Penalty: 11246.238281
	Iteration 33Q: 3 clusters Score -1595528 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1595542.250000 Penalty: 11246.238281
	Iteration 34Q: 3 clusters Score -1595542 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1595562.625000 Penalty: 11246.238281
	Iteration 35Q: 3 clusters Score -1595563 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1595589.750000 Penalty: 11246.238281
	Iteration 36Q: 3 clusters Score -1595590 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1595617.125000 Penalty: 11246.238281
	Iteration 37Q: 3 clusters Score -1595617 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1595647.375000 Penalty: 11246.238281
	Iteration 38Q: 3 clusters Score -1595647 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1595667.875000 Penalty: 11246.238281
	Iteration 39Q: 3 clusters Score -1595668 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1595690.000000 Penalty: 11246.238281
	Iteration 40F: 3 clusters Score -1595690 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1595709.875000 Penalty: 11246.238281
	Iteration 41Q: 3 clusters Score -1595710 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1595734.375000 Penalty: 11246.238281
	Iteration 42Q: 3 clusters Score -1595734 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1595757.500000 Penalty: 11246.238281
	Iteration 43Q: 3 clusters Score -1595758 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1595777.625000 Penalty: 11246.238281
	Iteration 44Q: 3 clusters Score -1595778 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1595806.000000 Penalty: 11246.238281
	Iteration 45Q: 3 clusters Score -1595806 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1595836.125000 Penalty: 11246.238281
	Iteration 46Q: 3 clusters Score -1595836 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1595856.500000 Penalty: 11246.238281
	Iteration 47Q: 3 clusters Score -1595856 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1595879.000000 Penalty: 11246.238281
	Iteration 48Q: 3 clusters Score -1595879 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1595904.000000 Penalty: 11246.238281
	Iteration 49Q: 3 clusters Score -1595904 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1595930.625000 Penalty: 11246.238281
	Iteration 50Q: 3 clusters Score -1595931 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1595945.750000 Penalty: 11246.238281
	Iteration 51Q: 3 clusters Score -1595946 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1595959.625000 Penalty: 11246.238281
	Iteration 52Q: 3 clusters Score -1595960 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1595974.500000 Penalty: 11246.238281
	Iteration 53Q: 3 clusters Score -1595974 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1595983.250000 Penalty: 11246.238281
	Iteration 54Q: 3 clusters Score -1595983 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1595993.000000 Penalty: 11246.238281
	Iteration 55Q: 3 clusters Score -1595993 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1596010.500000 Penalty: 11246.238281
	Iteration 56Q: 3 clusters Score -1596010 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1596021.625000 Penalty: 11246.238281
	Iteration 57Q: 3 clusters Score -1596022 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1596028.250000 Penalty: 11246.238281
	Iteration 58Q: 3 clusters Score -1596028 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1596036.625000 Penalty: 11246.238281
	Iteration 59Q: 3 clusters Score -1596037 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1596042.750000 Penalty: 11246.238281
	Iteration 60F: 3 clusters Score -1596043 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1596050.750000 Penalty: 11246.238281
	Iteration 61Q: 3 clusters Score -1596051 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1596062.625000 Penalty: 11246.238281
	Iteration 62Q: 3 clusters Score -1596063 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1596066.000000 Penalty: 11246.238281
	Iteration 63Q: 3 clusters Score -1596066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1596072.625000 Penalty: 11246.238281
	Iteration 64Q: 3 clusters Score -1596073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1596076.750000 Penalty: 11246.238281
	Iteration 65Q: 3 clusters Score -1596077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1596077.125000 Penalty: 11246.238281
	Iteration 66Q: 3 clusters Score -1596077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1596080.500000 Penalty: 11246.238281
	Iteration 67Q: 3 clusters Score -1596080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1596081.250000 Penalty: 11246.238281
	Iteration 68Q: 3 clusters Score -1596081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1596084.375000 Penalty: 11246.238281
	Iteration 69Q: 3 clusters Score -1596084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1596087.625000 Penalty: 11246.238281
	Iteration 70Q: 3 clusters Score -1596088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1596090.000000 Penalty: 11246.238281
	Iteration 71Q: 3 clusters Score -1596090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1596089.000000 Penalty: 11246.238281
	Iteration 72Q: 3 clusters Score -1596089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1596095.750000 Penalty: 11246.238281
	Iteration 73Q: 3 clusters Score -1596096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1596093.625000 Penalty: 11246.238281
	Iteration 74Q: 3 clusters Score -1596094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1596092.750000 Penalty: 11246.238281
	Iteration 75Q: 3 clusters Score -1596093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1596100.250000 Penalty: 11246.238281
	Iteration 76Q: 3 clusters Score -1596100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1596098.000000 Penalty: 11246.238281
	Iteration 77Q: 3 clusters Score -1596098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1596104.625000 Penalty: 11246.238281
	Iteration 78Q: 3 clusters Score -1596105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1596109.000000 Penalty: 11246.238281
	Iteration 79Q: 3 clusters Score -1596109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1596112.625000 Penalty: 11246.238281
	Iteration 80F: 3 clusters Score -1596113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1596116.250000 Penalty: 11246.238281
	Iteration 81Q: 3 clusters Score -1596116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1596115.625000 Penalty: 11246.238281
	Iteration 82Q: 3 clusters Score -1596116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1596119.500000 Penalty: 11246.238281
	Iteration 83Q: 3 clusters Score -1596120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1596119.875000 Penalty: 11246.238281
	Iteration 84Q: 3 clusters Score -1596120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1596118.250000 Penalty: 11246.238281
	Iteration 85Q: 3 clusters Score -1596118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1596123.000000 Penalty: 11246.238281
	Iteration 86Q: 3 clusters Score -1596123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1596127.625000 Penalty: 11246.238281
	Iteration 87Q: 3 clusters Score -1596128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1596126.125000 Penalty: 11246.238281
	Iteration 88Q: 3 clusters Score -1596126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1596132.750000 Penalty: 11246.238281
	Iteration 89Q: 3 clusters Score -1596133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1596133.625000 Penalty: 11246.238281
	Iteration 90Q: 3 clusters Score -1596134 nChanged 7
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: -1596140.375000 Penalty: 11246.238281
	Iteration 91Q: 3 clusters Score -1596140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1596141.125000 Penalty: 11246.238281
	Iteration 92Q: 3 clusters Score -1596141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1596143.875000 Penalty: 11246.238281
	Iteration 93Q: 3 clusters Score -1596144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1596146.500000 Penalty: 11246.238281
	Iteration 94Q: 3 clusters Score -1596146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1596151.125000 Penalty: 11246.238281
	Iteration 95Q: 3 clusters Score -1596151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1596155.625000 Penalty: 11246.238281
	Iteration 96Q: 3 clusters Score -1596156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1596158.875000 Penalty: 11246.238281
	Iteration 97Q: 3 clusters Score -1596159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1596163.500000 Penalty: 11246.238281
	Iteration 98Q: 3 clusters Score -1596164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1596167.375000 Penalty: 11246.238281
	Iteration 99Q: 3 clusters Score -1596167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1596163.500000 Penalty: 11246.238281
	Iteration 100F: 3 clusters Score -1596164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1596164.000000 Penalty: 11246.238281
	Iteration 101Q: 3 clusters Score -1596164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1596166.750000 Penalty: 11246.238281
	Iteration 102Q: 3 clusters Score -1596167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1596167.250000 Penalty: 11246.238281
	Iteration 103Q: 3 clusters Score -1596167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1596169.125000 Penalty: 11246.238281
	Iteration 104Q: 3 clusters Score -1596169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1596169.125000 Penalty: 11246.238281
	Iteration 105F: 3 clusters Score -1596169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (93247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93247 members 
Entering Unmasked Estep 
Score: -15752798.000000 Penalty: 7008.842285
	Iteration 0F: 2 clusters Score -1.57528e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46546 members 
Mstep: Class 2 contains 46701 members 
Entering Unmasked Estep 
Score: -15688979.000000 Penalty: 14017.684570
	Iteration 0F: 3 clusters Score -1.568898e+07 nChanged 42628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46000 members 
Mstep: Class 2 contains 47247 members 
Entering Unmasked Estep 
Score: -15712141.000000 Penalty: 14017.684570
	Iteration 1F: 3 clusters Score -1.571214e+07 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45623 members 
Mstep: Class 2 contains 47624 members 
Entering Unmasked Estep 
Score: -15713147.000000 Penalty: 14017.684570
	Iteration 2Q: 3 clusters Score -1.571315e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45004 members 
Mstep: Class 2 contains 48243 members 
Entering Unmasked Estep 
Score: -15713897.000000 Penalty: 14017.684570
	Iteration 3Q: 3 clusters Score -1.57139e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44138 members 
Mstep: Class 2 contains 49109 members 
Entering Unmasked Estep 
Score: -15714544.000000 Penalty: 14017.684570
	Iteration 4Q: 3 clusters Score -1.571454e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42956 members 
Mstep: Class 2 contains 50291 members 
Entering Unmasked Estep 
Score: -15715058.000000 Penalty: 14017.684570
	Iteration 5Q: 3 clusters Score -1.571506e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41360 members 
Mstep: Class 2 contains 51887 members 
Entering Unmasked Estep 
Score: -15715698.000000 Penalty: 14017.684570
	Iteration 6Q: 3 clusters Score -1.57157e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39152 members 
Mstep: Class 2 contains 54095 members 
Entering Unmasked Estep 
Score: -15716464.000000 Penalty: 14017.684570
	Iteration 7Q: 3 clusters Score -1.571646e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36135 members 
Mstep: Class 2 contains 57112 members 
Entering Unmasked Estep 
Score: -15717752.000000 Penalty: 14017.684570
	Iteration 8Q: 3 clusters Score -1.571775e+07 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32110 members 
Mstep: Class 2 contains 61137 members 
Entering Unmasked Estep 
Score: -15719745.000000 Penalty: 14017.684570
	Iteration 9Q: 3 clusters Score -1.571974e+07 nChanged 5409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 66446 members 
Entering Unmasked Estep 
Score: -15723129.000000 Penalty: 14017.684570
	Iteration 10F: 3 clusters Score -1.572313e+07 nChanged 6645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 73027 members 
Entering Unmasked Estep 
Score: -15728116.000000 Penalty: 14017.684570
	Iteration 11F: 3 clusters Score -1.572812e+07 nChanged 6980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 79975 members 
Entering Unmasked Estep 
Score: -15734292.000000 Penalty: 14017.684570
	Iteration 12F: 3 clusters Score -1.573429e+07 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 85852 members 
Entering Unmasked Estep 
Score: -15739907.000000 Penalty: 14017.684570
	Iteration 13F: 3 clusters Score -1.573991e+07 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 89619 members 
Entering Unmasked Estep 
Score: -15743504.000000 Penalty: 14017.684570
	Iteration 14Q: 3 clusters Score -1.57435e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 91415 members 
Entering Unmasked Estep 
Score: -15745245.000000 Penalty: 14017.684570
	Iteration 15Q: 3 clusters Score -1.574524e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 92123 members 
Entering Unmasked Estep 
Score: -15745952.000000 Penalty: 14017.684570
	Iteration 16Q: 3 clusters Score -1.574595e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 92395 members 
Entering Unmasked Estep 
Score: -15746308.000000 Penalty: 14017.684570
	Iteration 17Q: 3 clusters Score -1.574631e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 92526 members 
Entering Unmasked Estep 
Score: -15746480.000000 Penalty: 14017.684570
	Iteration 18Q: 3 clusters Score -1.574648e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 92580 members 
Entering Unmasked Estep 
Score: -15746551.000000 Penalty: 14017.684570
	Iteration 19Q: 3 clusters Score -1.574655e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 92618 members 
Entering Unmasked Estep 
Score: -15746602.000000 Penalty: 14017.684570
	Iteration 20F: 3 clusters Score -1.57466e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 92643 members 
Entering Unmasked Estep 
Score: -15746678.000000 Penalty: 14017.684570
	Iteration 21Q: 3 clusters Score -1.574668e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 92655 members 
Entering Unmasked Estep 
Score: -15746712.000000 Penalty: 14017.684570
	Iteration 22Q: 3 clusters Score -1.574671e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 92662 members 
Entering Unmasked Estep 
Score: -15746717.000000 Penalty: 14017.684570
	Iteration 23Q: 3 clusters Score -1.574672e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 92668 members 
Entering Unmasked Estep 
Score: -15746742.000000 Penalty: 14017.684570
	Iteration 24Q: 3 clusters Score -1.574674e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 92675 members 
Entering Unmasked Estep 
Score: -15746744.000000 Penalty: 14017.684570
	Iteration 25Q: 3 clusters Score -1.574674e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 92681 members 
Entering Unmasked Estep 
Score: -15746760.000000 Penalty: 14017.684570
	Iteration 26Q: 3 clusters Score -1.574676e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 92683 members 
Entering Unmasked Estep 
Score: -15746753.000000 Penalty: 14017.684570
	Iteration 27Q: 3 clusters Score -1.574675e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 92684 members 
Entering Unmasked Estep 
Score: -15746763.000000 Penalty: 14017.684570
	Iteration 28Q: 3 clusters Score -1.574676e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 92685 members 
Entering Unmasked Estep 
Score: -15746781.000000 Penalty: 14017.684570
	Iteration 29Q: 3 clusters Score -1.574678e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 92683 members 
Entering Unmasked Estep 
Score: -15746783.000000 Penalty: 14017.684570
	Iteration 30Q: 3 clusters Score -1.574678e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 92685 members 
Entering Unmasked Estep 
Score: -15746782.000000 Penalty: 14017.684570
	Iteration 31Q: 3 clusters Score -1.574678e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 92684 members 
Entering Unmasked Estep 
Score: -15746771.000000 Penalty: 14017.684570
	Iteration 32Q: 3 clusters Score -1.574677e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 92685 members 
Entering Unmasked Estep 
Score: -15746783.000000 Penalty: 14017.684570
	Iteration 33Q: 3 clusters Score -1.574678e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 92687 members 
Entering Unmasked Estep 
Score: -15746781.000000 Penalty: 14017.684570
	Iteration 34Q: 3 clusters Score -1.574678e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 92689 members 
Entering Unmasked Estep 
Score: -15746792.000000 Penalty: 14017.684570
	Iteration 35Q: 3 clusters Score -1.574679e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 92691 members 
Entering Unmasked Estep 
Score: -15746795.000000 Penalty: 14017.684570
	Iteration 36Q: 3 clusters Score -1.57468e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 92691 members 
Entering Unmasked Estep 
Score: -15746795.000000 Penalty: 14017.684570
	Iteration 37F: 3 clusters Score -1.57468e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (51793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51793 members 
Entering Unmasked Estep 
Score: -9005785.000000 Penalty: 6648.693848
	Iteration 0F: 2 clusters Score -9005785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Mstep: Class 2 contains 26115 members 
Entering Unmasked Estep 
Score: -8968991.000000 Penalty: 13297.387695
	Iteration 0F: 3 clusters Score -8968991 nChanged 22891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 27056 members 
Entering Unmasked Estep 
Score: -8981145.000000 Penalty: 13297.387695
	Iteration 1F: 3 clusters Score -8981145 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24198 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -8982075.000000 Penalty: 13297.387695
	Iteration 2F: 3 clusters Score -8982075 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 28320 members 
Entering Unmasked Estep 
Score: -8982812.000000 Penalty: 13297.387695
	Iteration 3Q: 3 clusters Score -8982812 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 29296 members 
Entering Unmasked Estep 
Score: -8983531.000000 Penalty: 13297.387695
	Iteration 4Q: 3 clusters Score -8983531 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 30575 members 
Entering Unmasked Estep 
Score: -8984263.000000 Penalty: 13297.387695
	Iteration 5Q: 3 clusters Score -8984263 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 32167 members 
Entering Unmasked Estep 
Score: -8985202.000000 Penalty: 13297.387695
	Iteration 6Q: 3 clusters Score -8985202 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 34230 members 
Entering Unmasked Estep 
Score: -8986553.000000 Penalty: 13297.387695
	Iteration 7Q: 3 clusters Score -8986553 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 36770 members 
Entering Unmasked Estep 
Score: -8988357.000000 Penalty: 13297.387695
	Iteration 8F: 3 clusters Score -8988357 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 39628 members 
Entering Unmasked Estep 
Score: -8990557.000000 Penalty: 13297.387695
	Iteration 9F: 3 clusters Score -8990557 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 42643 members 
Entering Unmasked Estep 
Score: -8993322.000000 Penalty: 13297.387695
	Iteration 10F: 3 clusters Score -8993322 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 45250 members 
Entering Unmasked Estep 
Score: -8995721.000000 Penalty: 13297.387695
	Iteration 11F: 3 clusters Score -8995721 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 47046 members 
Entering Unmasked Estep 
Score: -8997397.000000 Penalty: 13297.387695
	Iteration 12Q: 3 clusters Score -8997397 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 48133 members 
Entering Unmasked Estep 
Score: -8998401.000000 Penalty: 13297.387695
	Iteration 13Q: 3 clusters Score -8998401 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 48773 members 
Entering Unmasked Estep 
Score: -8998971.000000 Penalty: 13297.387695
	Iteration 14Q: 3 clusters Score -8998971 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 49171 members 
Entering Unmasked Estep 
Score: -8999335.000000 Penalty: 13297.387695
	Iteration 15Q: 3 clusters Score -8999335 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 49470 members 
Entering Unmasked Estep 
Score: -8999607.000000 Penalty: 13297.387695
	Iteration 16Q: 3 clusters Score -8999607 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 49671 members 
Entering Unmasked Estep 
Score: -8999798.000000 Penalty: 13297.387695
	Iteration 17Q: 3 clusters Score -8999798 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 49776 members 
Entering Unmasked Estep 
Score: -8999957.000000 Penalty: 13297.387695
	Iteration 18Q: 3 clusters Score -8999957 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 49869 members 
Entering Unmasked Estep 
Score: -9000081.000000 Penalty: 13297.387695
	Iteration 19Q: 3 clusters Score -9000081 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 49943 members 
Entering Unmasked Estep 
Score: -9000181.000000 Penalty: 13297.387695
	Iteration 20F: 3 clusters Score -9000181 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 50003 members 
Entering Unmasked Estep 
Score: -9000246.000000 Penalty: 13297.387695
	Iteration 21Q: 3 clusters Score -9000246 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 50049 members 
Entering Unmasked Estep 
Score: -9000284.000000 Penalty: 13297.387695
	Iteration 22Q: 3 clusters Score -9000284 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 50077 members 
Entering Unmasked Estep 
Score: -9000302.000000 Penalty: 13297.387695
	Iteration 23Q: 3 clusters Score -9000302 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 50112 members 
Entering Unmasked Estep 
Score: -9000347.000000 Penalty: 13297.387695
	Iteration 24Q: 3 clusters Score -9000347 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 50132 members 
Entering Unmasked Estep 
Score: -9000370.000000 Penalty: 13297.387695
	Iteration 25Q: 3 clusters Score -9000370 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 50138 members 
Entering Unmasked Estep 
Score: -9000390.000000 Penalty: 13297.387695
	Iteration 26Q: 3 clusters Score -9000390 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 50152 members 
Entering Unmasked Estep 
Score: -9000399.000000 Penalty: 13297.387695
	Iteration 27Q: 3 clusters Score -9000399 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 50162 members 
Entering Unmasked Estep 
Score: -9000406.000000 Penalty: 13297.387695
	Iteration 28Q: 3 clusters Score -9000406 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 50169 members 
Entering Unmasked Estep 
Score: -9000428.000000 Penalty: 13297.387695
	Iteration 29Q: 3 clusters Score -9000428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 50172 members 
Entering Unmasked Estep 
Score: -9000422.000000 Penalty: 13297.387695
	Iteration 30Q: 3 clusters Score -9000422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 50179 members 
Entering Unmasked Estep 
Score: -9000420.000000 Penalty: 13297.387695
	Iteration 31Q: 3 clusters Score -9000420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 50179 members 
Entering Unmasked Estep 
Score: -9000433.000000 Penalty: 13297.387695
	Iteration 32Q: 3 clusters Score -9000433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 50178 members 
Entering Unmasked Estep 
Score: -9000434.000000 Penalty: 13297.387695
	Iteration 33Q: 3 clusters Score -9000434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 50179 members 
Entering Unmasked Estep 
Score: -9000426.000000 Penalty: 13297.387695
	Iteration 34Q: 3 clusters Score -9000426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 50181 members 
Entering Unmasked Estep 
Score: -9000435.000000 Penalty: 13297.387695
	Iteration 35Q: 3 clusters Score -9000435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 50183 members 
Entering Unmasked Estep 
Score: -9000433.000000 Penalty: 13297.387695
	Iteration 36Q: 3 clusters Score -9000433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 50184 members 
Entering Unmasked Estep 
Score: -9000432.000000 Penalty: 13297.387695
	Iteration 37Q: 3 clusters Score -9000432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 50185 members 
Entering Unmasked Estep 
Score: -9000437.000000 Penalty: 13297.387695
	Iteration 38Q: 3 clusters Score -9000437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 50187 members 
Entering Unmasked Estep 
Score: -9000434.000000 Penalty: 13297.387695
	Iteration 39Q: 3 clusters Score -9000434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 50188 members 
Entering Unmasked Estep 
Score: -9000431.000000 Penalty: 13297.387695
	Iteration 40F: 3 clusters Score -9000431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 50189 members 
Entering Unmasked Estep 
Score: -9000433.000000 Penalty: 13297.387695
	Iteration 41Q: 3 clusters Score -9000433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 50190 members 
Entering Unmasked Estep 
Score: -9000435.000000 Penalty: 13297.387695
	Iteration 42Q: 3 clusters Score -9000435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 50190 members 
Entering Unmasked Estep 
Score: -9000435.000000 Penalty: 13297.387695
	Iteration 43F: 3 clusters Score -9000435 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (569049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569049 members 
Entering Unmasked Estep 
Score: -97570520.000000 Penalty: 8116.679199
	Iteration 0F: 2 clusters Score -9.757052e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283758 members 
Mstep: Class 2 contains 285291 members 
Entering Unmasked Estep 
Score: -97242376.000000 Penalty: 16233.358398
	Iteration 0F: 3 clusters Score -9.724238e+07 nChanged 274393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269293 members 
Mstep: Class 2 contains 299756 members 
Entering Unmasked Estep 
Score: -97403080.000000 Penalty: 16233.358398
	Iteration 1F: 3 clusters Score -9.740308e+07 nChanged 14841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260230 members 
Mstep: Class 2 contains 308819 members 
Entering Unmasked Estep 
Score: -97406144.000000 Penalty: 16233.358398
	Iteration 2Q: 3 clusters Score -9.740614e+07 nChanged 17932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246188 members 
Mstep: Class 2 contains 322861 members 
Entering Unmasked Estep 
Score: -97411200.000000 Penalty: 16233.358398
	Iteration 3Q: 3 clusters Score -9.74112e+07 nChanged 24221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224483 members 
Mstep: Class 2 contains 344566 members 
Entering Unmasked Estep 
Score: -97420576.000000 Penalty: 16233.358398
	Iteration 4Q: 3 clusters Score -9.742058e+07 nChanged 33828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192039 members 
Mstep: Class 2 contains 377010 members 
Entering Unmasked Estep 
Score: -97440448.000000 Penalty: 16233.358398
	Iteration 5F: 3 clusters Score -9.744045e+07 nChanged 45632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147141 members 
Mstep: Class 2 contains 421908 members 
Entering Unmasked Estep 
Score: -97473856.000000 Penalty: 16233.358398
	Iteration 6F: 3 clusters Score -9.747386e+07 nChanged 53541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93794 members 
Mstep: Class 2 contains 475255 members 
Entering Unmasked Estep 
Score: -97512664.000000 Penalty: 16233.358398
	Iteration 7F: 3 clusters Score -9.751266e+07 nChanged 48517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45291 members 
Mstep: Class 2 contains 523758 members 
Entering Unmasked Estep 
Score: -97539344.000000 Penalty: 16233.358398
	Iteration 8F: 3 clusters Score -9.753934e+07 nChanged 28978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 552730 members 
Entering Unmasked Estep 
Score: -97553920.000000 Penalty: 16233.358398
	Iteration 9F: 3 clusters Score -9.755392e+07 nChanged 11379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 564103 members 
Entering Unmasked Estep 
Score: -97559984.000000 Penalty: 16233.358398
	Iteration 10Q: 3 clusters Score -9.755998e+07 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 567240 members 
Entering Unmasked Estep 
Score: -97562296.000000 Penalty: 16233.358398
	Iteration 11Q: 3 clusters Score -9.75623e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 567975 members 
Entering Unmasked Estep 
Score: -97562920.000000 Penalty: 16233.358398
	Iteration 12Q: 3 clusters Score -9.756292e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 568193 members 
Entering Unmasked Estep 
Score: -97563200.000000 Penalty: 16233.358398
	Iteration 13Q: 3 clusters Score -9.75632e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 568276 members 
Entering Unmasked Estep 
Score: -97563312.000000 Penalty: 16233.358398
	Iteration 14Q: 3 clusters Score -9.756331e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 568312 members 
Entering Unmasked Estep 
Score: -97563456.000000 Penalty: 16233.358398
	Iteration 15Q: 3 clusters Score -9.756346e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 568340 members 
Entering Unmasked Estep 
Score: -97563592.000000 Penalty: 16233.358398
	Iteration 16Q: 3 clusters Score -9.756359e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 568353 members 
Entering Unmasked Estep 
Score: -97563616.000000 Penalty: 16233.358398
	Iteration 17Q: 3 clusters Score -9.756362e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 568355 members 
Entering Unmasked Estep 
Score: -97563600.000000 Penalty: 16233.358398
	Iteration 18Q: 3 clusters Score -9.75636e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 568353 members 
Entering Unmasked Estep 
Score: -97563648.000000 Penalty: 16233.358398
	Iteration 19Q: 3 clusters Score -9.756365e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 568360 members 
Entering Unmasked Estep 
Score: -97563688.000000 Penalty: 16233.358398
	Iteration 20F: 3 clusters Score -9.756369e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 568365 members 
Entering Unmasked Estep 
Score: -97563712.000000 Penalty: 16233.358398
	Iteration 21Q: 3 clusters Score -9.756371e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 568368 members 
Entering Unmasked Estep 
Score: -97563736.000000 Penalty: 16233.358398
	Iteration 22Q: 3 clusters Score -9.756374e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 568377 members 
Entering Unmasked Estep 
Score: -97563664.000000 Penalty: 16233.358398
	Iteration 23Q: 3 clusters Score -9.756366e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 568385 members 
Entering Unmasked Estep 
Score: -97563656.000000 Penalty: 16233.358398
	Iteration 24Q: 3 clusters Score -9.756366e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 568388 members 
Entering Unmasked Estep 
Score: -97563704.000000 Penalty: 16233.358398
	Iteration 25Q: 3 clusters Score -9.75637e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 568390 members 
Entering Unmasked Estep 
Score: -97563728.000000 Penalty: 16233.358398
	Iteration 26Q: 3 clusters Score -9.756373e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 568392 members 
Entering Unmasked Estep 
Score: -97563736.000000 Penalty: 16233.358398
	Iteration 27Q: 3 clusters Score -9.756374e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 568390 members 
Entering Unmasked Estep 
Score: -97563712.000000 Penalty: 16233.358398
	Iteration 28Q: 3 clusters Score -9.756371e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 568388 members 
Entering Unmasked Estep 
Score: -97563720.000000 Penalty: 16233.358398
	Iteration 29Q: 3 clusters Score -9.756372e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 568387 members 
Entering Unmasked Estep 
Score: -97563736.000000 Penalty: 16233.358398
	Iteration 30Q: 3 clusters Score -9.756374e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 568387 members 
Entering Unmasked Estep 
Score: -97563736.000000 Penalty: 16233.358398
	Iteration 31F: 3 clusters Score -9.756374e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Entering Unmasked Estep 
Score: -204150.687500 Penalty: 4413.906250
	Iteration 0F: 2 clusters Score -204150.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -199812.656250 Penalty: 8827.812500
	Iteration 0F: 3 clusters Score -199812.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -200444.500000 Penalty: 8827.812500
	Iteration 1F: 3 clusters Score -200444.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -200766.312500 Penalty: 8827.812500
	Iteration 2F: 3 clusters Score -200766.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -201111.859375 Penalty: 8827.812500
	Iteration 3F: 3 clusters Score -201111.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -201479.718750 Penalty: 8827.812500
	Iteration 4Q: 3 clusters Score -201479.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -202115.656250 Penalty: 8827.812500
	Iteration 5F: 3 clusters Score -202115.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -203081.375000 Penalty: 8827.812500
	Iteration 6F: 3 clusters Score -203081.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -203504.750000 Penalty: 8827.812500
	Iteration 7Q: 3 clusters Score -203504.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -203726.171875 Penalty: 8827.812500
	Iteration 8Q: 3 clusters Score -203726.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -203855.109375 Penalty: 8827.812500
	Iteration 9Q: 3 clusters Score -203855.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -203946.171875 Penalty: 8827.812500
	Iteration 10Q: 3 clusters Score -203946.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -203990.890625 Penalty: 8827.812500
	Iteration 11Q: 3 clusters Score -203990.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -204003.281250 Penalty: 8827.812500
	Iteration 12Q: 3 clusters Score -204003.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -204012.703125 Penalty: 8827.812500
	Iteration 13Q: 3 clusters Score -204012.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -204021.984375 Penalty: 8827.812500
	Iteration 14Q: 3 clusters Score -204022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -204030.906250 Penalty: 8827.812500
	Iteration 15Q: 3 clusters Score -204030.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -204030.906250 Penalty: 8827.812500
	Iteration 16F: 3 clusters Score -204030.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Entering Unmasked Estep 
Score: -200465.375000 Penalty: 4397.326172
	Iteration 0F: 2 clusters Score -200465.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -196036.281250 Penalty: 8794.652344
	Iteration 0F: 3 clusters Score -196036.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -196538.515625 Penalty: 8794.652344
	Iteration 1F: 3 clusters Score -196538.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -196748.406250 Penalty: 8794.652344
	Iteration 2F: 3 clusters Score -196748.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -196998.734375 Penalty: 8794.652344
	Iteration 3Q: 3 clusters Score -196998.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -197320.046875 Penalty: 8794.652344
	Iteration 4Q: 3 clusters Score -197320 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -197776.093750 Penalty: 8794.652344
	Iteration 5Q: 3 clusters Score -197776.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -198210.453125 Penalty: 8794.652344
	Iteration 6Q: 3 clusters Score -198210.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -198580.125000 Penalty: 8794.652344
	Iteration 7F: 3 clusters Score -198580.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -199011.328125 Penalty: 8794.652344
	Iteration 8Q: 3 clusters Score -199011.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -199248.531250 Penalty: 8794.652344
	Iteration 9Q: 3 clusters Score -199248.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -199433.921875 Penalty: 8794.652344
	Iteration 10Q: 3 clusters Score -199433.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -199588.343750 Penalty: 8794.652344
	Iteration 11Q: 3 clusters Score -199588.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -199743.281250 Penalty: 8794.652344
	Iteration 12Q: 3 clusters Score -199743.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -199810.484375 Penalty: 8794.652344
	Iteration 13Q: 3 clusters Score -199810.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -199838.468750 Penalty: 8794.652344
	Iteration 14Q: 3 clusters Score -199838.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -199845.921875 Penalty: 8794.652344
	Iteration 15Q: 3 clusters Score -199845.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -199845.921875 Penalty: 8794.652344
	Iteration 16F: 3 clusters Score -199845.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (282307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282307 members 
Entering Unmasked Estep 
Score: -48609244.000000 Penalty: 7687.334961
	Iteration 0F: 2 clusters Score -4.860924e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141329 members 
Mstep: Class 2 contains 140978 members 
Entering Unmasked Estep 
Score: -48424912.000000 Penalty: 15374.669922
	Iteration 0F: 3 clusters Score -4.842491e+07 nChanged 134242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143285 members 
Mstep: Class 2 contains 139022 members 
Entering Unmasked Estep 
Score: -48502212.000000 Penalty: 15374.669922
	Iteration 1F: 3 clusters Score -4.850221e+07 nChanged 8575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144646 members 
Mstep: Class 2 contains 137661 members 
Entering Unmasked Estep 
Score: -48503824.000000 Penalty: 15374.669922
	Iteration 2Q: 3 clusters Score -4.850382e+07 nChanged 8897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146849 members 
Mstep: Class 2 contains 135458 members 
Entering Unmasked Estep 
Score: -48506072.000000 Penalty: 15374.669922
	Iteration 3Q: 3 clusters Score -4.850607e+07 nChanged 9784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150083 members 
Mstep: Class 2 contains 132224 members 
Entering Unmasked Estep 
Score: -48509156.000000 Penalty: 15374.669922
	Iteration 4Q: 3 clusters Score -4.850916e+07 nChanged 11382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154851 members 
Mstep: Class 2 contains 127456 members 
Entering Unmasked Estep 
Score: -48513424.000000 Penalty: 15374.669922
	Iteration 5Q: 3 clusters Score -4.851342e+07 nChanged 13730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161733 members 
Mstep: Class 2 contains 120574 members 
Entering Unmasked Estep 
Score: -48520848.000000 Penalty: 15374.669922
	Iteration 6Q: 3 clusters Score -4.852085e+07 nChanged 16348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170859 members 
Mstep: Class 2 contains 111448 members 
Entering Unmasked Estep 
Score: -48531764.000000 Penalty: 15374.669922
	Iteration 7F: 3 clusters Score -4.853176e+07 nChanged 18670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181697 members 
Mstep: Class 2 contains 100610 members 
Entering Unmasked Estep 
Score: -48546184.000000 Penalty: 15374.669922
	Iteration 8F: 3 clusters Score -4.854618e+07 nChanged 19047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192114 members 
Mstep: Class 2 contains 90193 members 
Entering Unmasked Estep 
Score: -48562384.000000 Penalty: 15374.669922
	Iteration 9F: 3 clusters Score -4.856238e+07 nChanged 17092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199516 members 
Mstep: Class 2 contains 82791 members 
Entering Unmasked Estep 
Score: -48576664.000000 Penalty: 15374.669922
	Iteration 10F: 3 clusters Score -4.857666e+07 nChanged 12938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203770 members 
Mstep: Class 2 contains 78537 members 
Entering Unmasked Estep 
Score: -48583948.000000 Penalty: 15374.669922
	Iteration 11Q: 3 clusters Score -4.858395e+07 nChanged 8391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206385 members 
Mstep: Class 2 contains 75922 members 
Entering Unmasked Estep 
Score: -48587028.000000 Penalty: 15374.669922
	Iteration 12Q: 3 clusters Score -4.858703e+07 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208394 members 
Mstep: Class 2 contains 73913 members 
Entering Unmasked Estep 
Score: -48588808.000000 Penalty: 15374.669922
	Iteration 13Q: 3 clusters Score -4.858881e+07 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210238 members 
Mstep: Class 2 contains 72069 members 
Entering Unmasked Estep 
Score: -48589884.000000 Penalty: 15374.669922
	Iteration 14Q: 3 clusters Score -4.858988e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211898 members 
Mstep: Class 2 contains 70409 members 
Entering Unmasked Estep 
Score: -48590436.000000 Penalty: 15374.669922
	Iteration 15Q: 3 clusters Score -4.859044e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213418 members 
Mstep: Class 2 contains 68889 members 
Entering Unmasked Estep 
Score: -48591148.000000 Penalty: 15374.669922
	Iteration 16Q: 3 clusters Score -4.859115e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214818 members 
Mstep: Class 2 contains 67489 members 
Entering Unmasked Estep 
Score: -48591600.000000 Penalty: 15374.669922
	Iteration 17Q: 3 clusters Score -4.85916e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216111 members 
Mstep: Class 2 contains 66196 members 
Entering Unmasked Estep 
Score: -48591656.000000 Penalty: 15374.669922
	Iteration 18Q: 3 clusters Score -4.859166e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217242 members 
Mstep: Class 2 contains 65065 members 
Entering Unmasked Estep 
Score: -48591756.000000 Penalty: 15374.669922
	Iteration 19Q: 3 clusters Score -4.859176e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218320 members 
Mstep: Class 2 contains 63987 members 
Entering Unmasked Estep 
Score: -48591788.000000 Penalty: 15374.669922
	Iteration 20F: 3 clusters Score -4.859179e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219303 members 
Mstep: Class 2 contains 63004 members 
Entering Unmasked Estep 
Score: -48591940.000000 Penalty: 15374.669922
	Iteration 21Q: 3 clusters Score -4.859194e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220180 members 
Mstep: Class 2 contains 62127 members 
Entering Unmasked Estep 
Score: -48592024.000000 Penalty: 15374.669922
	Iteration 22Q: 3 clusters Score -4.859202e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221093 members 
Mstep: Class 2 contains 61214 members 
Entering Unmasked Estep 
Score: -48592088.000000 Penalty: 15374.669922
	Iteration 23Q: 3 clusters Score -4.859209e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222007 members 
Mstep: Class 2 contains 60300 members 
Entering Unmasked Estep 
Score: -48592156.000000 Penalty: 15374.669922
	Iteration 24Q: 3 clusters Score -4.859216e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222863 members 
Mstep: Class 2 contains 59444 members 
Entering Unmasked Estep 
Score: -48592184.000000 Penalty: 15374.669922
	Iteration 25Q: 3 clusters Score -4.859218e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223699 members 
Mstep: Class 2 contains 58608 members 
Entering Unmasked Estep 
Score: -48592256.000000 Penalty: 15374.669922
	Iteration 26Q: 3 clusters Score -4.859226e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224510 members 
Mstep: Class 2 contains 57797 members 
Entering Unmasked Estep 
Score: -48592260.000000 Penalty: 15374.669922
	Iteration 27Q: 3 clusters Score -4.859226e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225323 members 
Mstep: Class 2 contains 56984 members 
Entering Unmasked Estep 
Score: -48592328.000000 Penalty: 15374.669922
	Iteration 28Q: 3 clusters Score -4.859233e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226088 members 
Mstep: Class 2 contains 56219 members 
Entering Unmasked Estep 
Score: -48592308.000000 Penalty: 15374.669922
	Iteration 29Q: 3 clusters Score -4.859231e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226848 members 
Mstep: Class 2 contains 55459 members 
Entering Unmasked Estep 
Score: -48592324.000000 Penalty: 15374.669922
	Iteration 30Q: 3 clusters Score -4.859232e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227676 members 
Mstep: Class 2 contains 54631 members 
Entering Unmasked Estep 
Score: -48592396.000000 Penalty: 15374.669922
	Iteration 31Q: 3 clusters Score -4.85924e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228572 members 
Mstep: Class 2 contains 53735 members 
Entering Unmasked Estep 
Score: -48592480.000000 Penalty: 15374.669922
	Iteration 32Q: 3 clusters Score -4.859248e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229565 members 
Mstep: Class 2 contains 52742 members 
Entering Unmasked Estep 
Score: -48592612.000000 Penalty: 15374.669922
	Iteration 33Q: 3 clusters Score -4.859261e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230601 members 
Mstep: Class 2 contains 51706 members 
Entering Unmasked Estep 
Score: -48592864.000000 Penalty: 15374.669922
	Iteration 34Q: 3 clusters Score -4.859286e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231632 members 
Mstep: Class 2 contains 50675 members 
Entering Unmasked Estep 
Score: -48593076.000000 Penalty: 15374.669922
	Iteration 35Q: 3 clusters Score -4.859308e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232679 members 
Mstep: Class 2 contains 49628 members 
Entering Unmasked Estep 
Score: -48593372.000000 Penalty: 15374.669922
	Iteration 36Q: 3 clusters Score -4.859337e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233749 members 
Mstep: Class 2 contains 48558 members 
Entering Unmasked Estep 
Score: -48593556.000000 Penalty: 15374.669922
	Iteration 37Q: 3 clusters Score -4.859356e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234897 members 
Mstep: Class 2 contains 47410 members 
Entering Unmasked Estep 
Score: -48593748.000000 Penalty: 15374.669922
	Iteration 38Q: 3 clusters Score -4.859375e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236142 members 
Mstep: Class 2 contains 46165 members 
Entering Unmasked Estep 
Score: -48594112.000000 Penalty: 15374.669922
	Iteration 39Q: 3 clusters Score -4.859411e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237363 members 
Mstep: Class 2 contains 44944 members 
Entering Unmasked Estep 
Score: -48594340.000000 Penalty: 15374.669922
	Iteration 40F: 3 clusters Score -4.859434e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238642 members 
Mstep: Class 2 contains 43665 members 
Entering Unmasked Estep 
Score: -48594804.000000 Penalty: 15374.669922
	Iteration 41Q: 3 clusters Score -4.85948e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239971 members 
Mstep: Class 2 contains 42336 members 
Entering Unmasked Estep 
Score: -48595184.000000 Penalty: 15374.669922
	Iteration 42Q: 3 clusters Score -4.859518e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241445 members 
Mstep: Class 2 contains 40862 members 
Entering Unmasked Estep 
Score: -48595648.000000 Penalty: 15374.669922
	Iteration 43Q: 3 clusters Score -4.859565e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242948 members 
Mstep: Class 2 contains 39359 members 
Entering Unmasked Estep 
Score: -48596484.000000 Penalty: 15374.669922
	Iteration 44Q: 3 clusters Score -4.859648e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244461 members 
Mstep: Class 2 contains 37846 members 
Entering Unmasked Estep 
Score: -48597460.000000 Penalty: 15374.669922
	Iteration 45Q: 3 clusters Score -4.859746e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246013 members 
Mstep: Class 2 contains 36294 members 
Entering Unmasked Estep 
Score: -48598448.000000 Penalty: 15374.669922
	Iteration 46Q: 3 clusters Score -4.859845e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247564 members 
Mstep: Class 2 contains 34743 members 
Entering Unmasked Estep 
Score: -48599732.000000 Penalty: 15374.669922
	Iteration 47Q: 3 clusters Score -4.859973e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249026 members 
Mstep: Class 2 contains 33281 members 
Entering Unmasked Estep 
Score: -48600644.000000 Penalty: 15374.669922
	Iteration 48Q: 3 clusters Score -4.860064e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250256 members 
Mstep: Class 2 contains 32051 members 
Entering Unmasked Estep 
Score: -48601252.000000 Penalty: 15374.669922
	Iteration 49Q: 3 clusters Score -4.860125e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251338 members 
Mstep: Class 2 contains 30969 members 
Entering Unmasked Estep 
Score: -48601784.000000 Penalty: 15374.669922
	Iteration 50Q: 3 clusters Score -4.860178e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252287 members 
Mstep: Class 2 contains 30020 members 
Entering Unmasked Estep 
Score: -48602092.000000 Penalty: 15374.669922
	Iteration 51Q: 3 clusters Score -4.860209e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253139 members 
Mstep: Class 2 contains 29168 members 
Entering Unmasked Estep 
Score: -48602348.000000 Penalty: 15374.669922
	Iteration 52Q: 3 clusters Score -4.860235e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253869 members 
Mstep: Class 2 contains 28438 members 
Entering Unmasked Estep 
Score: -48602552.000000 Penalty: 15374.669922
	Iteration 53Q: 3 clusters Score -4.860255e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254504 members 
Mstep: Class 2 contains 27803 members 
Entering Unmasked Estep 
Score: -48602548.000000 Penalty: 15374.669922
	Iteration 54Q: 3 clusters Score -4.860255e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255101 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -48602568.000000 Penalty: 15374.669922
	Iteration 55Q: 3 clusters Score -4.860257e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255657 members 
Mstep: Class 2 contains 26650 members 
Entering Unmasked Estep 
Score: -48602728.000000 Penalty: 15374.669922
	Iteration 56Q: 3 clusters Score -4.860273e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256139 members 
Mstep: Class 2 contains 26168 members 
Entering Unmasked Estep 
Score: -48602752.000000 Penalty: 15374.669922
	Iteration 57Q: 3 clusters Score -4.860275e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256576 members 
Mstep: Class 2 contains 25731 members 
Entering Unmasked Estep 
Score: -48602884.000000 Penalty: 15374.669922
	Iteration 58Q: 3 clusters Score -4.860288e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257008 members 
Mstep: Class 2 contains 25299 members 
Entering Unmasked Estep 
Score: -48602856.000000 Penalty: 15374.669922
	Iteration 59Q: 3 clusters Score -4.860286e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257431 members 
Mstep: Class 2 contains 24876 members 
Entering Unmasked Estep 
Score: -48602808.000000 Penalty: 15374.669922
	Iteration 60F: 3 clusters Score -4.860281e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257826 members 
Mstep: Class 2 contains 24481 members 
Entering Unmasked Estep 
Score: -48602748.000000 Penalty: 15374.669922
	Iteration 61Q: 3 clusters Score -4.860275e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258192 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -48602816.000000 Penalty: 15374.669922
	Iteration 62Q: 3 clusters Score -4.860282e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258529 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -48602868.000000 Penalty: 15374.669922
	Iteration 63Q: 3 clusters Score -4.860287e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258869 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -48602932.000000 Penalty: 15374.669922
	Iteration 64Q: 3 clusters Score -4.860293e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259178 members 
Mstep: Class 2 contains 23129 members 
Entering Unmasked Estep 
Score: -48602892.000000 Penalty: 15374.669922
	Iteration 65Q: 3 clusters Score -4.860289e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259462 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -48602904.000000 Penalty: 15374.669922
	Iteration 66Q: 3 clusters Score -4.86029e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259736 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -48602820.000000 Penalty: 15374.669922
	Iteration 67Q: 3 clusters Score -4.860282e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259996 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -48602864.000000 Penalty: 15374.669922
	Iteration 68Q: 3 clusters Score -4.860286e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260258 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -48602908.000000 Penalty: 15374.669922
	Iteration 69Q: 3 clusters Score -4.860291e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260494 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -48602924.000000 Penalty: 15374.669922
	Iteration 70Q: 3 clusters Score -4.860292e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260704 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -48602968.000000 Penalty: 15374.669922
	Iteration 71Q: 3 clusters Score -4.860297e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260904 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -48602940.000000 Penalty: 15374.669922
	Iteration 72Q: 3 clusters Score -4.860294e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261115 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -48603012.000000 Penalty: 15374.669922
	Iteration 73Q: 3 clusters Score -4.860301e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261328 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -48603084.000000 Penalty: 15374.669922
	Iteration 74Q: 3 clusters Score -4.860308e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261517 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -48603096.000000 Penalty: 15374.669922
	Iteration 75Q: 3 clusters Score -4.86031e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261695 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -48603156.000000 Penalty: 15374.669922
	Iteration 76Q: 3 clusters Score -4.860316e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261857 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -48603068.000000 Penalty: 15374.669922
	Iteration 77Q: 3 clusters Score -4.860307e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262010 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -48603140.000000 Penalty: 15374.669922
	Iteration 78Q: 3 clusters Score -4.860314e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262148 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -48603172.000000 Penalty: 15374.669922
	Iteration 79Q: 3 clusters Score -4.860317e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262269 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -48603224.000000 Penalty: 15374.669922
	Iteration 80F: 3 clusters Score -4.860322e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262401 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -48603264.000000 Penalty: 15374.669922
	Iteration 81Q: 3 clusters Score -4.860326e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262546 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -48603336.000000 Penalty: 15374.669922
	Iteration 82Q: 3 clusters Score -4.860334e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262684 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -48603364.000000 Penalty: 15374.669922
	Iteration 83Q: 3 clusters Score -4.860336e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262827 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -48603368.000000 Penalty: 15374.669922
	Iteration 84Q: 3 clusters Score -4.860337e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262973 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -48603332.000000 Penalty: 15374.669922
	Iteration 85Q: 3 clusters Score -4.860333e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263137 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -48603320.000000 Penalty: 15374.669922
	Iteration 86Q: 3 clusters Score -4.860332e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263286 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -48603304.000000 Penalty: 15374.669922
	Iteration 87Q: 3 clusters Score -4.86033e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263416 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -48603260.000000 Penalty: 15374.669922
	Iteration 88Q: 3 clusters Score -4.860326e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263535 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -48603256.000000 Penalty: 15374.669922
	Iteration 89Q: 3 clusters Score -4.860326e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263668 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -48603276.000000 Penalty: 15374.669922
	Iteration 90Q: 3 clusters Score -4.860328e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263804 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -48603440.000000 Penalty: 15374.669922
	Iteration 91Q: 3 clusters Score -4.860344e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263920 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -48603328.000000 Penalty: 15374.669922
	Iteration 92Q: 3 clusters Score -4.860333e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264037 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -48603380.000000 Penalty: 15374.669922
	Iteration 93Q: 3 clusters Score -4.860338e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264165 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -48603360.000000 Penalty: 15374.669922
	Iteration 94Q: 3 clusters Score -4.860336e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264274 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -48603352.000000 Penalty: 15374.669922
	Iteration 95Q: 3 clusters Score -4.860335e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264377 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -48603384.000000 Penalty: 15374.669922
	Iteration 96Q: 3 clusters Score -4.860338e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264471 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -48603404.000000 Penalty: 15374.669922
	Iteration 97Q: 3 clusters Score -4.86034e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264555 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -48603436.000000 Penalty: 15374.669922
	Iteration 98Q: 3 clusters Score -4.860344e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264641 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -48603408.000000 Penalty: 15374.669922
	Iteration 99Q: 3 clusters Score -4.860341e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264729 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -48603432.000000 Penalty: 15374.669922
	Iteration 100F: 3 clusters Score -4.860343e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264804 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -48603428.000000 Penalty: 15374.669922
	Iteration 101Q: 3 clusters Score -4.860343e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264882 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -48603464.000000 Penalty: 15374.669922
	Iteration 102Q: 3 clusters Score -4.860346e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264948 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -48603456.000000 Penalty: 15374.669922
	Iteration 103Q: 3 clusters Score -4.860346e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265019 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -48603480.000000 Penalty: 15374.669922
	Iteration 104Q: 3 clusters Score -4.860348e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265096 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -48603468.000000 Penalty: 15374.669922
	Iteration 105Q: 3 clusters Score -4.860347e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265178 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -48603468.000000 Penalty: 15374.669922
	Iteration 106Q: 3 clusters Score -4.860347e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265254 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -48603492.000000 Penalty: 15374.669922
	Iteration 107Q: 3 clusters Score -4.860349e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265328 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -48603556.000000 Penalty: 15374.669922
	Iteration 108Q: 3 clusters Score -4.860356e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265392 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -48603620.000000 Penalty: 15374.669922
	Iteration 109Q: 3 clusters Score -4.860362e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265462 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -48603608.000000 Penalty: 15374.669922
	Iteration 110Q: 3 clusters Score -4.860361e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265518 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -48603584.000000 Penalty: 15374.669922
	Iteration 111Q: 3 clusters Score -4.860358e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265569 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -48603576.000000 Penalty: 15374.669922
	Iteration 112Q: 3 clusters Score -4.860358e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265608 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -48603612.000000 Penalty: 15374.669922
	Iteration 113Q: 3 clusters Score -4.860361e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265649 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -48603596.000000 Penalty: 15374.669922
	Iteration 114Q: 3 clusters Score -4.86036e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265682 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -48603568.000000 Penalty: 15374.669922
	Iteration 115Q: 3 clusters Score -4.860357e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265722 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -48603564.000000 Penalty: 15374.669922
	Iteration 116Q: 3 clusters Score -4.860356e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265763 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -48603564.000000 Penalty: 15374.669922
	Iteration 117Q: 3 clusters Score -4.860356e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265815 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -48603600.000000 Penalty: 15374.669922
	Iteration 118Q: 3 clusters Score -4.86036e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265872 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -48603568.000000 Penalty: 15374.669922
	Iteration 119Q: 3 clusters Score -4.860357e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265930 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -48603580.000000 Penalty: 15374.669922
	Iteration 120F: 3 clusters Score -4.860358e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265978 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -48603608.000000 Penalty: 15374.669922
	Iteration 121Q: 3 clusters Score -4.860361e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266019 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -48603620.000000 Penalty: 15374.669922
	Iteration 122Q: 3 clusters Score -4.860362e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266068 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -48603580.000000 Penalty: 15374.669922
	Iteration 123Q: 3 clusters Score -4.860358e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266114 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -48603604.000000 Penalty: 15374.669922
	Iteration 124Q: 3 clusters Score -4.86036e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266155 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -48603608.000000 Penalty: 15374.669922
	Iteration 125Q: 3 clusters Score -4.860361e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266187 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -48603608.000000 Penalty: 15374.669922
	Iteration 126Q: 3 clusters Score -4.860361e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266229 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -48603652.000000 Penalty: 15374.669922
	Iteration 127Q: 3 clusters Score -4.860365e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266265 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -48603672.000000 Penalty: 15374.669922
	Iteration 128Q: 3 clusters Score -4.860367e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266300 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -48603676.000000 Penalty: 15374.669922
	Iteration 129Q: 3 clusters Score -4.860368e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266327 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -48603616.000000 Penalty: 15374.669922
	Iteration 130Q: 3 clusters Score -4.860362e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266351 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -48603624.000000 Penalty: 15374.669922
	Iteration 131Q: 3 clusters Score -4.860362e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266376 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -48603628.000000 Penalty: 15374.669922
	Iteration 132Q: 3 clusters Score -4.860363e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266398 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -48603592.000000 Penalty: 15374.669922
	Iteration 133Q: 3 clusters Score -4.860359e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266422 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -48603584.000000 Penalty: 15374.669922
	Iteration 134Q: 3 clusters Score -4.860358e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266440 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -48603600.000000 Penalty: 15374.669922
	Iteration 135Q: 3 clusters Score -4.86036e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266456 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -48603596.000000 Penalty: 15374.669922
	Iteration 136Q: 3 clusters Score -4.86036e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266476 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -48603568.000000 Penalty: 15374.669922
	Iteration 137Q: 3 clusters Score -4.860357e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266499 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -48603568.000000 Penalty: 15374.669922
	Iteration 138Q: 3 clusters Score -4.860357e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266527 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -48603596.000000 Penalty: 15374.669922
	Iteration 139Q: 3 clusters Score -4.86036e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266556 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -48603588.000000 Penalty: 15374.669922
	Iteration 140F: 3 clusters Score -4.860359e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266589 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -48603600.000000 Penalty: 15374.669922
	Iteration 141Q: 3 clusters Score -4.86036e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266619 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -48603592.000000 Penalty: 15374.669922
	Iteration 142Q: 3 clusters Score -4.860359e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266653 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -48603620.000000 Penalty: 15374.669922
	Iteration 143Q: 3 clusters Score -4.860362e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266679 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -48603616.000000 Penalty: 15374.669922
	Iteration 144Q: 3 clusters Score -4.860362e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266701 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -48603648.000000 Penalty: 15374.669922
	Iteration 145Q: 3 clusters Score -4.860365e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266726 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -48603672.000000 Penalty: 15374.669922
	Iteration 146Q: 3 clusters Score -4.860367e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266741 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -48603652.000000 Penalty: 15374.669922
	Iteration 147Q: 3 clusters Score -4.860365e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266753 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -48603664.000000 Penalty: 15374.669922
	Iteration 148Q: 3 clusters Score -4.860366e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266764 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -48603648.000000 Penalty: 15374.669922
	Iteration 149Q: 3 clusters Score -4.860365e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266779 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -48603656.000000 Penalty: 15374.669922
	Iteration 150Q: 3 clusters Score -4.860366e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266788 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -48603684.000000 Penalty: 15374.669922
	Iteration 151Q: 3 clusters Score -4.860368e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266798 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -48603712.000000 Penalty: 15374.669922
	Iteration 152Q: 3 clusters Score -4.860371e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266812 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -48603700.000000 Penalty: 15374.669922
	Iteration 153Q: 3 clusters Score -4.86037e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266826 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -48603664.000000 Penalty: 15374.669922
	Iteration 154Q: 3 clusters Score -4.860366e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266843 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -48603696.000000 Penalty: 15374.669922
	Iteration 155Q: 3 clusters Score -4.86037e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266864 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -48603696.000000 Penalty: 15374.669922
	Iteration 156Q: 3 clusters Score -4.86037e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266893 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -48603656.000000 Penalty: 15374.669922
	Iteration 157Q: 3 clusters Score -4.860366e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266917 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -48603652.000000 Penalty: 15374.669922
	Iteration 158Q: 3 clusters Score -4.860365e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266941 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -48603640.000000 Penalty: 15374.669922
	Iteration 159Q: 3 clusters Score -4.860364e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266978 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -48603680.000000 Penalty: 15374.669922
	Iteration 160F: 3 clusters Score -4.860368e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267000 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -48603704.000000 Penalty: 15374.669922
	Iteration 161Q: 3 clusters Score -4.86037e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267025 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -48603720.000000 Penalty: 15374.669922
	Iteration 162Q: 3 clusters Score -4.860372e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267044 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -48603704.000000 Penalty: 15374.669922
	Iteration 163Q: 3 clusters Score -4.86037e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267069 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -48603668.000000 Penalty: 15374.669922
	Iteration 164Q: 3 clusters Score -4.860367e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267095 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -48603664.000000 Penalty: 15374.669922
	Iteration 165Q: 3 clusters Score -4.860366e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267118 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -48603660.000000 Penalty: 15374.669922
	Iteration 166Q: 3 clusters Score -4.860366e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267141 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -48603672.000000 Penalty: 15374.669922
	Iteration 167Q: 3 clusters Score -4.860367e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267165 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -48603672.000000 Penalty: 15374.669922
	Iteration 168Q: 3 clusters Score -4.860367e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267192 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -48603692.000000 Penalty: 15374.669922
	Iteration 169Q: 3 clusters Score -4.860369e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267224 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -48603692.000000 Penalty: 15374.669922
	Iteration 170Q: 3 clusters Score -4.860369e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267254 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -48603700.000000 Penalty: 15374.669922
	Iteration 171Q: 3 clusters Score -4.86037e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267284 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -48603680.000000 Penalty: 15374.669922
	Iteration 172Q: 3 clusters Score -4.860368e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267319 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -48603668.000000 Penalty: 15374.669922
	Iteration 173Q: 3 clusters Score -4.860367e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267352 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -48603644.000000 Penalty: 15374.669922
	Iteration 174Q: 3 clusters Score -4.860364e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267383 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -48603644.000000 Penalty: 15374.669922
	Iteration 175Q: 3 clusters Score -4.860364e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267433 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -48603664.000000 Penalty: 15374.669922
	Iteration 176Q: 3 clusters Score -4.860366e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267480 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -48603668.000000 Penalty: 15374.669922
	Iteration 177Q: 3 clusters Score -4.860367e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267529 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -48603740.000000 Penalty: 15374.669922
	Iteration 178Q: 3 clusters Score -4.860374e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267565 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -48603676.000000 Penalty: 15374.669922
	Iteration 179Q: 3 clusters Score -4.860368e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267609 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -48603640.000000 Penalty: 15374.669922
	Iteration 180F: 3 clusters Score -4.860364e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267649 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -48603672.000000 Penalty: 15374.669922
	Iteration 181Q: 3 clusters Score -4.860367e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267682 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -48603652.000000 Penalty: 15374.669922
	Iteration 182Q: 3 clusters Score -4.860365e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267719 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -48603652.000000 Penalty: 15374.669922
	Iteration 183Q: 3 clusters Score -4.860365e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267757 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -48603668.000000 Penalty: 15374.669922
	Iteration 184Q: 3 clusters Score -4.860367e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267808 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -48603708.000000 Penalty: 15374.669922
	Iteration 185Q: 3 clusters Score -4.860371e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267861 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -48603648.000000 Penalty: 15374.669922
	Iteration 186Q: 3 clusters Score -4.860365e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267906 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -48603712.000000 Penalty: 15374.669922
	Iteration 187Q: 3 clusters Score -4.860371e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267956 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -48603664.000000 Penalty: 15374.669922
	Iteration 188Q: 3 clusters Score -4.860366e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267995 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -48603700.000000 Penalty: 15374.669922
	Iteration 189Q: 3 clusters Score -4.86037e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268045 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -48603708.000000 Penalty: 15374.669922
	Iteration 190Q: 3 clusters Score -4.860371e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268097 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -48603720.000000 Penalty: 15374.669922
	Iteration 191Q: 3 clusters Score -4.860372e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268142 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -48603700.000000 Penalty: 15374.669922
	Iteration 192Q: 3 clusters Score -4.86037e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268173 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -48603696.000000 Penalty: 15374.669922
	Iteration 193Q: 3 clusters Score -4.86037e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268198 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -48603692.000000 Penalty: 15374.669922
	Iteration 194Q: 3 clusters Score -4.860369e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268223 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -48603664.000000 Penalty: 15374.669922
	Iteration 195Q: 3 clusters Score -4.860366e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268247 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -48603628.000000 Penalty: 15374.669922
	Iteration 196Q: 3 clusters Score -4.860363e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268273 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -48603640.000000 Penalty: 15374.669922
	Iteration 197Q: 3 clusters Score -4.860364e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268298 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -48603660.000000 Penalty: 15374.669922
	Iteration 198Q: 3 clusters Score -4.860366e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268323 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -48603656.000000 Penalty: 15374.669922
	Iteration 199Q: 3 clusters Score -4.860366e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268344 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -48603640.000000 Penalty: 15374.669922
	Iteration 200F: 3 clusters Score -4.860364e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268370 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -48603664.000000 Penalty: 15374.669922
	Iteration 201Q: 3 clusters Score -4.860366e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268405 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -48603636.000000 Penalty: 15374.669922
	Iteration 202Q: 3 clusters Score -4.860364e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268427 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -48603652.000000 Penalty: 15374.669922
	Iteration 203Q: 3 clusters Score -4.860365e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268447 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -48603660.000000 Penalty: 15374.669922
	Iteration 204Q: 3 clusters Score -4.860366e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268465 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -48603624.000000 Penalty: 15374.669922
	Iteration 205Q: 3 clusters Score -4.860362e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268500 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -48603624.000000 Penalty: 15374.669922
	Iteration 206Q: 3 clusters Score -4.860362e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268524 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -48603660.000000 Penalty: 15374.669922
	Iteration 207Q: 3 clusters Score -4.860366e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268547 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -48603708.000000 Penalty: 15374.669922
	Iteration 208Q: 3 clusters Score -4.860371e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268563 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -48603672.000000 Penalty: 15374.669922
	Iteration 209Q: 3 clusters Score -4.860367e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268575 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -48603656.000000 Penalty: 15374.669922
	Iteration 210Q: 3 clusters Score -4.860366e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268586 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -48603688.000000 Penalty: 15374.669922
	Iteration 211Q: 3 clusters Score -4.860369e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268605 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -48603728.000000 Penalty: 15374.669922
	Iteration 212Q: 3 clusters Score -4.860373e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268623 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -48603704.000000 Penalty: 15374.669922
	Iteration 213Q: 3 clusters Score -4.86037e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268634 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -48603708.000000 Penalty: 15374.669922
	Iteration 214Q: 3 clusters Score -4.860371e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268649 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -48603712.000000 Penalty: 15374.669922
	Iteration 215Q: 3 clusters Score -4.860371e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268661 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -48603728.000000 Penalty: 15374.669922
	Iteration 216Q: 3 clusters Score -4.860373e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268676 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -48603716.000000 Penalty: 15374.669922
	Iteration 217Q: 3 clusters Score -4.860372e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268690 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -48603680.000000 Penalty: 15374.669922
	Iteration 218Q: 3 clusters Score -4.860368e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268705 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -48603700.000000 Penalty: 15374.669922
	Iteration 219Q: 3 clusters Score -4.86037e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268721 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -48603700.000000 Penalty: 15374.669922
	Iteration 220F: 3 clusters Score -4.86037e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268733 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -48603708.000000 Penalty: 15374.669922
	Iteration 221Q: 3 clusters Score -4.860371e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268743 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -48603688.000000 Penalty: 15374.669922
	Iteration 222Q: 3 clusters Score -4.860369e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268755 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -48603704.000000 Penalty: 15374.669922
	Iteration 223Q: 3 clusters Score -4.86037e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268767 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -48603660.000000 Penalty: 15374.669922
	Iteration 224Q: 3 clusters Score -4.860366e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268780 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -48603636.000000 Penalty: 15374.669922
	Iteration 225Q: 3 clusters Score -4.860364e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268799 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -48603716.000000 Penalty: 15374.669922
	Iteration 226Q: 3 clusters Score -4.860372e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268814 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -48603708.000000 Penalty: 15374.669922
	Iteration 227Q: 3 clusters Score -4.860371e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268831 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -48603716.000000 Penalty: 15374.669922
	Iteration 228Q: 3 clusters Score -4.860372e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268846 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -48603696.000000 Penalty: 15374.669922
	Iteration 229Q: 3 clusters Score -4.86037e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268862 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -48603740.000000 Penalty: 15374.669922
	Iteration 230Q: 3 clusters Score -4.860374e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268875 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -48603740.000000 Penalty: 15374.669922
	Iteration 231Q: 3 clusters Score -4.860374e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268888 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -48603776.000000 Penalty: 15374.669922
	Iteration 232Q: 3 clusters Score -4.860378e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268896 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -48603736.000000 Penalty: 15374.669922
	Iteration 233Q: 3 clusters Score -4.860374e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268909 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -48603728.000000 Penalty: 15374.669922
	Iteration 234Q: 3 clusters Score -4.860373e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268920 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -48603684.000000 Penalty: 15374.669922
	Iteration 235Q: 3 clusters Score -4.860368e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268930 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -48603712.000000 Penalty: 15374.669922
	Iteration 236Q: 3 clusters Score -4.860371e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268941 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -48603684.000000 Penalty: 15374.669922
	Iteration 237Q: 3 clusters Score -4.860368e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268951 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -48603668.000000 Penalty: 15374.669922
	Iteration 238Q: 3 clusters Score -4.860367e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268957 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -48603660.000000 Penalty: 15374.669922
	Iteration 239Q: 3 clusters Score -4.860366e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268964 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -48603668.000000 Penalty: 15374.669922
	Iteration 240F: 3 clusters Score -4.860367e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268968 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -48603668.000000 Penalty: 15374.669922
	Iteration 241Q: 3 clusters Score -4.860367e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268973 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -48603664.000000 Penalty: 15374.669922
	Iteration 242Q: 3 clusters Score -4.860366e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268981 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -48603656.000000 Penalty: 15374.669922
	Iteration 243Q: 3 clusters Score -4.860366e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268990 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -48603652.000000 Penalty: 15374.669922
	Iteration 244Q: 3 clusters Score -4.860365e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268999 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -48603680.000000 Penalty: 15374.669922
	Iteration 245Q: 3 clusters Score -4.860368e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269006 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -48603680.000000 Penalty: 15374.669922
	Iteration 246Q: 3 clusters Score -4.860368e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269010 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -48603656.000000 Penalty: 15374.669922
	Iteration 247Q: 3 clusters Score -4.860366e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269013 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -48603664.000000 Penalty: 15374.669922
	Iteration 248Q: 3 clusters Score -4.860366e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269018 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -48603668.000000 Penalty: 15374.669922
	Iteration 249Q: 3 clusters Score -4.860367e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269025 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -48603676.000000 Penalty: 15374.669922
	Iteration 250Q: 3 clusters Score -4.860368e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269030 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -48603684.000000 Penalty: 15374.669922
	Iteration 251Q: 3 clusters Score -4.860368e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269032 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -48603656.000000 Penalty: 15374.669922
	Iteration 252Q: 3 clusters Score -4.860366e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269032 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -48603656.000000 Penalty: 15374.669922
	Iteration 253F: 3 clusters Score -4.860366e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (48172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48172 members 
Entering Unmasked Estep 
Score: -8422668.000000 Penalty: 6604.301758
	Iteration 0F: 2 clusters Score -8422668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 24124 members 
Entering Unmasked Estep 
Score: -8388118.500000 Penalty: 13208.603516
	Iteration 0F: 3 clusters Score -8388118 nChanged 21024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -8399306.000000 Penalty: 13208.603516
	Iteration 1F: 3 clusters Score -8399306 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -8400075.000000 Penalty: 13208.603516
	Iteration 2Q: 3 clusters Score -8400075 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 25037 members 
Entering Unmasked Estep 
Score: -8400677.000000 Penalty: 13208.603516
	Iteration 3Q: 3 clusters Score -8400677 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 25428 members 
Entering Unmasked Estep 
Score: -8401196.000000 Penalty: 13208.603516
	Iteration 4Q: 3 clusters Score -8401196 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -8401606.000000 Penalty: 13208.603516
	Iteration 5Q: 3 clusters Score -8401606 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 26559 members 
Entering Unmasked Estep 
Score: -8401996.000000 Penalty: 13208.603516
	Iteration 6Q: 3 clusters Score -8401996 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 27350 members 
Entering Unmasked Estep 
Score: -8402306.000000 Penalty: 13208.603516
	Iteration 7Q: 3 clusters Score -8402306 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 28394 members 
Entering Unmasked Estep 
Score: -8402675.000000 Penalty: 13208.603516
	Iteration 8Q: 3 clusters Score -8402675 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 29688 members 
Entering Unmasked Estep 
Score: -8403198.000000 Penalty: 13208.603516
	Iteration 9Q: 3 clusters Score -8403198 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 31321 members 
Entering Unmasked Estep 
Score: -8404043.000000 Penalty: 13208.603516
	Iteration 10Q: 3 clusters Score -8404043 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 33347 members 
Entering Unmasked Estep 
Score: -8405112.000000 Penalty: 13208.603516
	Iteration 11Q: 3 clusters Score -8405112 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 35729 members 
Entering Unmasked Estep 
Score: -8406589.000000 Penalty: 13208.603516
	Iteration 12F: 3 clusters Score -8406589 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 38411 members 
Entering Unmasked Estep 
Score: -8408655.000000 Penalty: 13208.603516
	Iteration 13F: 3 clusters Score -8408655 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 41199 members 
Entering Unmasked Estep 
Score: -8410990.000000 Penalty: 13208.603516
	Iteration 14F: 3 clusters Score -8410990 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 43594 members 
Entering Unmasked Estep 
Score: -8413206.000000 Penalty: 13208.603516
	Iteration 15F: 3 clusters Score -8413206 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 45266 members 
Entering Unmasked Estep 
Score: -8414734.000000 Penalty: 13208.603516
	Iteration 16Q: 3 clusters Score -8414734 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 46234 members 
Entering Unmasked Estep 
Score: -8415639.000000 Penalty: 13208.603516
	Iteration 17Q: 3 clusters Score -8415639 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 46735 members 
Entering Unmasked Estep 
Score: -8416106.000000 Penalty: 13208.603516
	Iteration 18Q: 3 clusters Score -8416106 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 47024 members 
Entering Unmasked Estep 
Score: -8416420.000000 Penalty: 13208.603516
	Iteration 19Q: 3 clusters Score -8416420 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 47212 members 
Entering Unmasked Estep 
Score: -8416639.000000 Penalty: 13208.603516
	Iteration 20F: 3 clusters Score -8416639 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 47311 members 
Entering Unmasked Estep 
Score: -8416777.000000 Penalty: 13208.603516
	Iteration 21Q: 3 clusters Score -8416777 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 47367 members 
Entering Unmasked Estep 
Score: -8416821.000000 Penalty: 13208.603516
	Iteration 22Q: 3 clusters Score -8416821 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 47396 members 
Entering Unmasked Estep 
Score: -8416879.000000 Penalty: 13208.603516
	Iteration 23Q: 3 clusters Score -8416879 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 47413 members 
Entering Unmasked Estep 
Score: -8416888.000000 Penalty: 13208.603516
	Iteration 24Q: 3 clusters Score -8416888 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 47428 members 
Entering Unmasked Estep 
Score: -8416908.000000 Penalty: 13208.603516
	Iteration 25Q: 3 clusters Score -8416908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 47437 members 
Entering Unmasked Estep 
Score: -8416929.000000 Penalty: 13208.603516
	Iteration 26Q: 3 clusters Score -8416929 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 47446 members 
Entering Unmasked Estep 
Score: -8416932.000000 Penalty: 13208.603516
	Iteration 27Q: 3 clusters Score -8416932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 47449 members 
Entering Unmasked Estep 
Score: -8416941.000000 Penalty: 13208.603516
	Iteration 28Q: 3 clusters Score -8416941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 47449 members 
Entering Unmasked Estep 
Score: -8416938.000000 Penalty: 13208.603516
	Iteration 29Q: 3 clusters Score -8416938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 47451 members 
Entering Unmasked Estep 
Score: -8416943.000000 Penalty: 13208.603516
	Iteration 30Q: 3 clusters Score -8416943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 47452 members 
Entering Unmasked Estep 
Score: -8416941.000000 Penalty: 13208.603516
	Iteration 31Q: 3 clusters Score -8416941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 47454 members 
Entering Unmasked Estep 
Score: -8416949.000000 Penalty: 13208.603516
	Iteration 32Q: 3 clusters Score -8416949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 47456 members 
Entering Unmasked Estep 
Score: -8416955.000000 Penalty: 13208.603516
	Iteration 33Q: 3 clusters Score -8416955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 47458 members 
Entering Unmasked Estep 
Score: -8416951.000000 Penalty: 13208.603516
	Iteration 34Q: 3 clusters Score -8416951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 47459 members 
Entering Unmasked Estep 
Score: -8416954.000000 Penalty: 13208.603516
	Iteration 35Q: 3 clusters Score -8416954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 47462 members 
Entering Unmasked Estep 
Score: -8416956.000000 Penalty: 13208.603516
	Iteration 36Q: 3 clusters Score -8416956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 47465 members 
Entering Unmasked Estep 
Score: -8416968.000000 Penalty: 13208.603516
	Iteration 37Q: 3 clusters Score -8416968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 47467 members 
Entering Unmasked Estep 
Score: -8416968.000000 Penalty: 13208.603516
	Iteration 38Q: 3 clusters Score -8416968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 47468 members 
Entering Unmasked Estep 
Score: -8416972.000000 Penalty: 13208.603516
	Iteration 39Q: 3 clusters Score -8416972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 47469 members 
Entering Unmasked Estep 
Score: -8416973.000000 Penalty: 13208.603516
	Iteration 40F: 3 clusters Score -8416973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 47470 members 
Entering Unmasked Estep 
Score: -8416976.000000 Penalty: 13208.603516
	Iteration 41Q: 3 clusters Score -8416976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 47470 members 
Entering Unmasked Estep 
Score: -8416976.000000 Penalty: 13208.603516
	Iteration 42F: 3 clusters Score -8416976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Entering Unmasked Estep 
Score: -3531121.000000 Penalty: 6075.458008
	Iteration 0F: 2 clusters Score -3531121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -3514379.500000 Penalty: 12150.916016
	Iteration 0F: 3 clusters Score -3514380 nChanged 8209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -3518641.750000 Penalty: 12150.916016
	Iteration 1F: 3 clusters Score -3518642 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -3519251.750000 Penalty: 12150.916016
	Iteration 2F: 3 clusters Score -3519252 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -3519665.250000 Penalty: 12150.916016
	Iteration 3Q: 3 clusters Score -3519665 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -3519983.750000 Penalty: 12150.916016
	Iteration 4Q: 3 clusters Score -3519984 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -3520237.500000 Penalty: 12150.916016
	Iteration 5Q: 3 clusters Score -3520238 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -3520495.000000 Penalty: 12150.916016
	Iteration 6Q: 3 clusters Score -3520495 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -3520779.250000 Penalty: 12150.916016
	Iteration 7Q: 3 clusters Score -3520779 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -3521093.000000 Penalty: 12150.916016
	Iteration 8Q: 3 clusters Score -3521093 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -3521415.750000 Penalty: 12150.916016
	Iteration 9Q: 3 clusters Score -3521416 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -3521749.750000 Penalty: 12150.916016
	Iteration 10Q: 3 clusters Score -3521750 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -3522096.250000 Penalty: 12150.916016
	Iteration 11Q: 3 clusters Score -3522096 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -3522516.500000 Penalty: 12150.916016
	Iteration 12Q: 3 clusters Score -3522516 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -3522931.750000 Penalty: 12150.916016
	Iteration 13Q: 3 clusters Score -3522932 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -3523347.500000 Penalty: 12150.916016
	Iteration 14Q: 3 clusters Score -3523348 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -3523821.000000 Penalty: 12150.916016
	Iteration 15Q: 3 clusters Score -3523821 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -3524246.000000 Penalty: 12150.916016
	Iteration 16Q: 3 clusters Score -3524246 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -3524654.250000 Penalty: 12150.916016
	Iteration 17Q: 3 clusters Score -3524654 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -3524993.000000 Penalty: 12150.916016
	Iteration 18Q: 3 clusters Score -3524993 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -3525292.500000 Penalty: 12150.916016
	Iteration 19Q: 3 clusters Score -3525292 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -3525523.750000 Penalty: 12150.916016
	Iteration 20F: 3 clusters Score -3525524 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -3525702.000000 Penalty: 12150.916016
	Iteration 21Q: 3 clusters Score -3525702 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -3525826.750000 Penalty: 12150.916016
	Iteration 22Q: 3 clusters Score -3525827 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -3525942.000000 Penalty: 12150.916016
	Iteration 23Q: 3 clusters Score -3525942 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -3526022.000000 Penalty: 12150.916016
	Iteration 24Q: 3 clusters Score -3526022 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -3526100.500000 Penalty: 12150.916016
	Iteration 25Q: 3 clusters Score -3526100 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -3526154.250000 Penalty: 12150.916016
	Iteration 26Q: 3 clusters Score -3526154 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -3526205.500000 Penalty: 12150.916016
	Iteration 27Q: 3 clusters Score -3526206 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -3526246.500000 Penalty: 12150.916016
	Iteration 28Q: 3 clusters Score -3526246 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -3526284.250000 Penalty: 12150.916016
	Iteration 29Q: 3 clusters Score -3526284 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -3526325.250000 Penalty: 12150.916016
	Iteration 30Q: 3 clusters Score -3526325 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -3526358.250000 Penalty: 12150.916016
	Iteration 31Q: 3 clusters Score -3526358 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -3526386.250000 Penalty: 12150.916016
	Iteration 32Q: 3 clusters Score -3526386 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -3526404.750000 Penalty: 12150.916016
	Iteration 33Q: 3 clusters Score -3526405 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -3526418.750000 Penalty: 12150.916016
	Iteration 34Q: 3 clusters Score -3526419 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -3526421.500000 Penalty: 12150.916016
	Iteration 35Q: 3 clusters Score -3526422 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -3526436.500000 Penalty: 12150.916016
	Iteration 36Q: 3 clusters Score -3526436 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -3526447.500000 Penalty: 12150.916016
	Iteration 37Q: 3 clusters Score -3526448 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -3526451.750000 Penalty: 12150.916016
	Iteration 38Q: 3 clusters Score -3526452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -3526460.250000 Penalty: 12150.916016
	Iteration 39Q: 3 clusters Score -3526460 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -3526466.000000 Penalty: 12150.916016
	Iteration 40F: 3 clusters Score -3526466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -3526477.750000 Penalty: 12150.916016
	Iteration 41Q: 3 clusters Score -3526478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -3526480.500000 Penalty: 12150.916016
	Iteration 42Q: 3 clusters Score -3526480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -3526483.000000 Penalty: 12150.916016
	Iteration 43Q: 3 clusters Score -3526483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -3526480.000000 Penalty: 12150.916016
	Iteration 44Q: 3 clusters Score -3526480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -3526484.250000 Penalty: 12150.916016
	Iteration 45Q: 3 clusters Score -3526484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -3526487.500000 Penalty: 12150.916016
	Iteration 46Q: 3 clusters Score -3526488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -3526487.500000 Penalty: 12150.916016
	Iteration 47F: 3 clusters Score -3526488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Entering Unmasked Estep 
Score: -1061390.625000 Penalty: 5385.994629
	Iteration 0F: 2 clusters Score -1061391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1053263.875000 Penalty: 10771.989258
	Iteration 0F: 3 clusters Score -1053264 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1054763.625000 Penalty: 10771.989258
	Iteration 1F: 3 clusters Score -1054764 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1055229.125000 Penalty: 10771.989258
	Iteration 2F: 3 clusters Score -1055229 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1055579.125000 Penalty: 10771.989258
	Iteration 3F: 3 clusters Score -1055579 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1055906.375000 Penalty: 10771.989258
	Iteration 4Q: 3 clusters Score -1055906 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1056179.375000 Penalty: 10771.989258
	Iteration 5Q: 3 clusters Score -1056179 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1056404.250000 Penalty: 10771.989258
	Iteration 6Q: 3 clusters Score -1056404 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1056584.625000 Penalty: 10771.989258
	Iteration 7Q: 3 clusters Score -1056585 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1056714.875000 Penalty: 10771.989258
	Iteration 8Q: 3 clusters Score -1056715 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1056809.125000 Penalty: 10771.989258
	Iteration 9Q: 3 clusters Score -1056809 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1056909.500000 Penalty: 10771.989258
	Iteration 10Q: 3 clusters Score -1056910 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1056992.500000 Penalty: 10771.989258
	Iteration 11Q: 3 clusters Score -1056992 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1057070.125000 Penalty: 10771.989258
	Iteration 12Q: 3 clusters Score -1057070 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1057182.625000 Penalty: 10771.989258
	Iteration 13Q: 3 clusters Score -1057183 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1057280.375000 Penalty: 10771.989258
	Iteration 14Q: 3 clusters Score -1057280 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1057361.125000 Penalty: 10771.989258
	Iteration 15Q: 3 clusters Score -1057361 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1057446.500000 Penalty: 10771.989258
	Iteration 16Q: 3 clusters Score -1057446 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1057542.000000 Penalty: 10771.989258
	Iteration 17Q: 3 clusters Score -1057542 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1057615.750000 Penalty: 10771.989258
	Iteration 18Q: 3 clusters Score -1057616 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1057680.625000 Penalty: 10771.989258
	Iteration 19Q: 3 clusters Score -1057681 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1057741.250000 Penalty: 10771.989258
	Iteration 20F: 3 clusters Score -1057741 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1057804.625000 Penalty: 10771.989258
	Iteration 21Q: 3 clusters Score -1057805 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1057860.000000 Penalty: 10771.989258
	Iteration 22Q: 3 clusters Score -1057860 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1057922.000000 Penalty: 10771.989258
	Iteration 23Q: 3 clusters Score -1057922 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1057974.875000 Penalty: 10771.989258
	Iteration 24Q: 3 clusters Score -1057975 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1058016.250000 Penalty: 10771.989258
	Iteration 25Q: 3 clusters Score -1058016 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1058058.250000 Penalty: 10771.989258
	Iteration 26Q: 3 clusters Score -1058058 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1058106.500000 Penalty: 10771.989258
	Iteration 27Q: 3 clusters Score -1058106 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1058166.375000 Penalty: 10771.989258
	Iteration 28Q: 3 clusters Score -1058166 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1058210.250000 Penalty: 10771.989258
	Iteration 29Q: 3 clusters Score -1058210 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1058262.000000 Penalty: 10771.989258
	Iteration 30Q: 3 clusters Score -1058262 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1058319.375000 Penalty: 10771.989258
	Iteration 31Q: 3 clusters Score -1058319 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1058354.000000 Penalty: 10771.989258
	Iteration 32Q: 3 clusters Score -1058354 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1058378.875000 Penalty: 10771.989258
	Iteration 33Q: 3 clusters Score -1058379 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1058396.250000 Penalty: 10771.989258
	Iteration 34Q: 3 clusters Score -1058396 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1058417.625000 Penalty: 10771.989258
	Iteration 35Q: 3 clusters Score -1058418 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1058440.625000 Penalty: 10771.989258
	Iteration 36Q: 3 clusters Score -1058441 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1058469.375000 Penalty: 10771.989258
	Iteration 37Q: 3 clusters Score -1058469 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1058494.000000 Penalty: 10771.989258
	Iteration 38Q: 3 clusters Score -1058494 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1058514.000000 Penalty: 10771.989258
	Iteration 39Q: 3 clusters Score -1058514 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1058533.375000 Penalty: 10771.989258
	Iteration 40F: 3 clusters Score -1058533 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1058542.625000 Penalty: 10771.989258
	Iteration 41Q: 3 clusters Score -1058543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1058550.125000 Penalty: 10771.989258
	Iteration 42Q: 3 clusters Score -1058550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1058554.750000 Penalty: 10771.989258
	Iteration 43Q: 3 clusters Score -1058555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1058555.750000 Penalty: 10771.989258
	Iteration 44Q: 3 clusters Score -1058556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1058560.500000 Penalty: 10771.989258
	Iteration 45Q: 3 clusters Score -1058560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1058561.250000 Penalty: 10771.989258
	Iteration 46Q: 3 clusters Score -1058561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1058561.250000 Penalty: 10771.989258
	Iteration 47F: 3 clusters Score -1058561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Entering Unmasked Estep 
Score: -225863.859375 Penalty: 4447.500488
	Iteration 0F: 2 clusters Score -225863.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -221428.281250 Penalty: 8895.000977
	Iteration 0F: 3 clusters Score -221428.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -222115.265625 Penalty: 8895.000977
	Iteration 1F: 3 clusters Score -222115.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -222387.140625 Penalty: 8895.000977
	Iteration 2F: 3 clusters Score -222387.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -222590.671875 Penalty: 8895.000977
	Iteration 3Q: 3 clusters Score -222590.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -222876.500000 Penalty: 8895.000977
	Iteration 4Q: 3 clusters Score -222876.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -223654.062500 Penalty: 8895.000977
	Iteration 5Q: 3 clusters Score -223654.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -224042.359375 Penalty: 8895.000977
	Iteration 6F: 3 clusters Score -224042.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -224334.468750 Penalty: 8895.000977
	Iteration 7F: 3 clusters Score -224334.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -224561.609375 Penalty: 8895.000977
	Iteration 8Q: 3 clusters Score -224561.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -224688.281250 Penalty: 8895.000977
	Iteration 9Q: 3 clusters Score -224688.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -224765.437500 Penalty: 8895.000977
	Iteration 10Q: 3 clusters Score -224765.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -224826.296875 Penalty: 8895.000977
	Iteration 11Q: 3 clusters Score -224826.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -224875.515625 Penalty: 8895.000977
	Iteration 12Q: 3 clusters Score -224875.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -224894.171875 Penalty: 8895.000977
	Iteration 13Q: 3 clusters Score -224894.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -224901.359375 Penalty: 8895.000977
	Iteration 14Q: 3 clusters Score -224901.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -224905.281250 Penalty: 8895.000977
	Iteration 15Q: 3 clusters Score -224905.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -224909.312500 Penalty: 8895.000977
	Iteration 16Q: 3 clusters Score -224909.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -224920.437500 Penalty: 8895.000977
	Iteration 17Q: 3 clusters Score -224920.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -224931.031250 Penalty: 8895.000977
	Iteration 18Q: 3 clusters Score -224931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -224933.125000 Penalty: 8895.000977
	Iteration 19Q: 3 clusters Score -224933.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -224933.125000 Penalty: 8895.000977
	Iteration 20F: 3 clusters Score -224933.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Entering Unmasked Estep 
Score: -870017.562500 Penalty: 5235.480469
	Iteration 0F: 2 clusters Score -870017.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -862786.250000 Penalty: 10470.960938
	Iteration 0F: 3 clusters Score -862786.2 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -864030.125000 Penalty: 10470.960938
	Iteration 1F: 3 clusters Score -864030.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -864370.125000 Penalty: 10470.960938
	Iteration 2F: 3 clusters Score -864370.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -864609.187500 Penalty: 10470.960938
	Iteration 3Q: 3 clusters Score -864609.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -864805.500000 Penalty: 10470.960938
	Iteration 4Q: 3 clusters Score -864805.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -864981.500000 Penalty: 10470.960938
	Iteration 5Q: 3 clusters Score -864981.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -865161.312500 Penalty: 10470.960938
	Iteration 6Q: 3 clusters Score -865161.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -865384.687500 Penalty: 10470.960938
	Iteration 7Q: 3 clusters Score -865384.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -865606.875000 Penalty: 10470.960938
	Iteration 8Q: 3 clusters Score -865606.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -865822.500000 Penalty: 10470.960938
	Iteration 9Q: 3 clusters Score -865822.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -866042.812500 Penalty: 10470.960938
	Iteration 10Q: 3 clusters Score -866042.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -866284.000000 Penalty: 10470.960938
	Iteration 11Q: 3 clusters Score -866284 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -866543.500000 Penalty: 10470.960938
	Iteration 12Q: 3 clusters Score -866543.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -866814.437500 Penalty: 10470.960938
	Iteration 13Q: 3 clusters Score -866814.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -867079.625000 Penalty: 10470.960938
	Iteration 14Q: 3 clusters Score -867079.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -867280.687500 Penalty: 10470.960938
	Iteration 15Q: 3 clusters Score -867280.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -867438.000000 Penalty: 10470.960938
	Iteration 16Q: 3 clusters Score -867438 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -867582.187500 Penalty: 10470.960938
	Iteration 17Q: 3 clusters Score -867582.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -867696.125000 Penalty: 10470.960938
	Iteration 18Q: 3 clusters Score -867696.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -867803.937500 Penalty: 10470.960938
	Iteration 19Q: 3 clusters Score -867803.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -867944.375000 Penalty: 10470.960938
	Iteration 20F: 3 clusters Score -867944.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -868072.812500 Penalty: 10470.960938
	Iteration 21Q: 3 clusters Score -868072.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -868223.187500 Penalty: 10470.960938
	Iteration 22Q: 3 clusters Score -868223.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -868441.000000 Penalty: 10470.960938
	Iteration 23Q: 3 clusters Score -868441 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -868615.187500 Penalty: 10470.960938
	Iteration 24Q: 3 clusters Score -868615.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -868715.437500 Penalty: 10470.960938
	Iteration 25Q: 3 clusters Score -868715.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -868749.750000 Penalty: 10470.960938
	Iteration 26Q: 3 clusters Score -868749.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -868765.375000 Penalty: 10470.960938
	Iteration 27Q: 3 clusters Score -868765.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -868772.000000 Penalty: 10470.960938
	Iteration 28Q: 3 clusters Score -868772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -868775.750000 Penalty: 10470.960938
	Iteration 29Q: 3 clusters Score -868775.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -868777.000000 Penalty: 10470.960938
	Iteration 30Q: 3 clusters Score -868777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -868777.000000 Penalty: 10470.960938
	Iteration 31F: 3 clusters Score -868777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (49078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49078 members 
Entering Unmasked Estep 
Score: -8470116.000000 Penalty: 6615.714355
	Iteration 0F: 2 clusters Score -8470116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -8435103.000000 Penalty: 13231.428711
	Iteration 0F: 3 clusters Score -8435103 nChanged 21518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -8446442.000000 Penalty: 13231.428711
	Iteration 1F: 3 clusters Score -8446442 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
Score: -8447294.000000 Penalty: 13231.428711
	Iteration 2F: 3 clusters Score -8447294 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 25385 members 
Entering Unmasked Estep 
Score: -8447913.000000 Penalty: 13231.428711
	Iteration 3Q: 3 clusters Score -8447913 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 25601 members 
Entering Unmasked Estep 
Score: -8448585.000000 Penalty: 13231.428711
	Iteration 4Q: 3 clusters Score -8448585 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 25841 members 
Entering Unmasked Estep 
Score: -8449095.000000 Penalty: 13231.428711
	Iteration 5Q: 3 clusters Score -8449095 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
Score: -8449640.000000 Penalty: 13231.428711
	Iteration 6Q: 3 clusters Score -8449640 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 26435 members 
Entering Unmasked Estep 
Score: -8450182.000000 Penalty: 13231.428711
	Iteration 7Q: 3 clusters Score -8450182 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 26893 members 
Entering Unmasked Estep 
Score: -8450825.000000 Penalty: 13231.428711
	Iteration 8Q: 3 clusters Score -8450825 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 27451 members 
Entering Unmasked Estep 
Score: -8451594.000000 Penalty: 13231.428711
	Iteration 9Q: 3 clusters Score -8451594 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 28132 members 
Entering Unmasked Estep 
Score: -8452366.000000 Penalty: 13231.428711
	Iteration 10Q: 3 clusters Score -8452366 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 28951 members 
Entering Unmasked Estep 
Score: -8453269.000000 Penalty: 13231.428711
	Iteration 11Q: 3 clusters Score -8453269 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 29952 members 
Entering Unmasked Estep 
Score: -8454210.000000 Penalty: 13231.428711
	Iteration 12Q: 3 clusters Score -8454210 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 31091 members 
Entering Unmasked Estep 
Score: -8455162.000000 Penalty: 13231.428711
	Iteration 13Q: 3 clusters Score -8455162 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 32347 members 
Entering Unmasked Estep 
Score: -8456238.000000 Penalty: 13231.428711
	Iteration 14Q: 3 clusters Score -8456238 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 33606 members 
Entering Unmasked Estep 
Score: -8457125.000000 Penalty: 13231.428711
	Iteration 15Q: 3 clusters Score -8457125 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 34896 members 
Entering Unmasked Estep 
Score: -8457910.000000 Penalty: 13231.428711
	Iteration 16Q: 3 clusters Score -8457910 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 36173 members 
Entering Unmasked Estep 
Score: -8458691.000000 Penalty: 13231.428711
	Iteration 17Q: 3 clusters Score -8458691 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 37414 members 
Entering Unmasked Estep 
Score: -8459315.000000 Penalty: 13231.428711
	Iteration 18Q: 3 clusters Score -8459315 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 38620 members 
Entering Unmasked Estep 
Score: -8460014.000000 Penalty: 13231.428711
	Iteration 19Q: 3 clusters Score -8460014 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 39749 members 
Entering Unmasked Estep 
Score: -8460562.000000 Penalty: 13231.428711
	Iteration 20F: 3 clusters Score -8460562 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 40846 members 
Entering Unmasked Estep 
Score: -8461137.000000 Penalty: 13231.428711
	Iteration 21Q: 3 clusters Score -8461137 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 41800 members 
Entering Unmasked Estep 
Score: -8461585.000000 Penalty: 13231.428711
	Iteration 22Q: 3 clusters Score -8461585 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 42695 members 
Entering Unmasked Estep 
Score: -8462099.000000 Penalty: 13231.428711
	Iteration 23Q: 3 clusters Score -8462099 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 43470 members 
Entering Unmasked Estep 
Score: -8462451.000000 Penalty: 13231.428711
	Iteration 24Q: 3 clusters Score -8462451 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 44138 members 
Entering Unmasked Estep 
Score: -8462806.000000 Penalty: 13231.428711
	Iteration 25Q: 3 clusters Score -8462806 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 44728 members 
Entering Unmasked Estep 
Score: -8463155.000000 Penalty: 13231.428711
	Iteration 26Q: 3 clusters Score -8463155 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 45217 members 
Entering Unmasked Estep 
Score: -8463405.000000 Penalty: 13231.428711
	Iteration 27Q: 3 clusters Score -8463405 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 45601 members 
Entering Unmasked Estep 
Score: -8463620.000000 Penalty: 13231.428711
	Iteration 28Q: 3 clusters Score -8463620 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 45904 members 
Entering Unmasked Estep 
Score: -8463751.000000 Penalty: 13231.428711
	Iteration 29Q: 3 clusters Score -8463751 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 46125 members 
Entering Unmasked Estep 
Score: -8463875.000000 Penalty: 13231.428711
	Iteration 30Q: 3 clusters Score -8463875 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 46290 members 
Entering Unmasked Estep 
Score: -8463948.000000 Penalty: 13231.428711
	Iteration 31Q: 3 clusters Score -8463948 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 46412 members 
Entering Unmasked Estep 
Score: -8464028.000000 Penalty: 13231.428711
	Iteration 32Q: 3 clusters Score -8464028 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 46527 members 
Entering Unmasked Estep 
Score: -8464076.000000 Penalty: 13231.428711
	Iteration 33Q: 3 clusters Score -8464076 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 46622 members 
Entering Unmasked Estep 
Score: -8464149.000000 Penalty: 13231.428711
	Iteration 34Q: 3 clusters Score -8464149 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 46701 members 
Entering Unmasked Estep 
Score: -8464187.000000 Penalty: 13231.428711
	Iteration 35Q: 3 clusters Score -8464187 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 46783 members 
Entering Unmasked Estep 
Score: -8464229.000000 Penalty: 13231.428711
	Iteration 36Q: 3 clusters Score -8464229 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 46849 members 
Entering Unmasked Estep 
Score: -8464267.000000 Penalty: 13231.428711
	Iteration 37Q: 3 clusters Score -8464267 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 46914 members 
Entering Unmasked Estep 
Score: -8464299.000000 Penalty: 13231.428711
	Iteration 38Q: 3 clusters Score -8464299 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 46975 members 
Entering Unmasked Estep 
Score: -8464334.000000 Penalty: 13231.428711
	Iteration 39Q: 3 clusters Score -8464334 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 47016 members 
Entering Unmasked Estep 
Score: -8464358.000000 Penalty: 13231.428711
	Iteration 40F: 3 clusters Score -8464358 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 47053 members 
Entering Unmasked Estep 
Score: -8464383.000000 Penalty: 13231.428711
	Iteration 41Q: 3 clusters Score -8464383 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 47087 members 
Entering Unmasked Estep 
Score: -8464407.000000 Penalty: 13231.428711
	Iteration 42Q: 3 clusters Score -8464407 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 47113 members 
Entering Unmasked Estep 
Score: -8464410.000000 Penalty: 13231.428711
	Iteration 43Q: 3 clusters Score -8464410 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 47139 members 
Entering Unmasked Estep 
Score: -8464415.000000 Penalty: 13231.428711
	Iteration 44Q: 3 clusters Score -8464415 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 47158 members 
Entering Unmasked Estep 
Score: -8464425.000000 Penalty: 13231.428711
	Iteration 45Q: 3 clusters Score -8464425 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 47177 members 
Entering Unmasked Estep 
Score: -8464435.000000 Penalty: 13231.428711
	Iteration 46Q: 3 clusters Score -8464435 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 47200 members 
Entering Unmasked Estep 
Score: -8464436.000000 Penalty: 13231.428711
	Iteration 47Q: 3 clusters Score -8464436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 47212 members 
Entering Unmasked Estep 
Score: -8464440.000000 Penalty: 13231.428711
	Iteration 48Q: 3 clusters Score -8464440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 47216 members 
Entering Unmasked Estep 
Score: -8464448.000000 Penalty: 13231.428711
	Iteration 49Q: 3 clusters Score -8464448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 47225 members 
Entering Unmasked Estep 
Score: -8464455.000000 Penalty: 13231.428711
	Iteration 50Q: 3 clusters Score -8464455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 47231 members 
Entering Unmasked Estep 
Score: -8464455.000000 Penalty: 13231.428711
	Iteration 51Q: 3 clusters Score -8464455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 47240 members 
Entering Unmasked Estep 
Score: -8464455.000000 Penalty: 13231.428711
	Iteration 52Q: 3 clusters Score -8464455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 47248 members 
Entering Unmasked Estep 
Score: -8464463.000000 Penalty: 13231.428711
	Iteration 53Q: 3 clusters Score -8464463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 47253 members 
Entering Unmasked Estep 
Score: -8464482.000000 Penalty: 13231.428711
	Iteration 54Q: 3 clusters Score -8464482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 47263 members 
Entering Unmasked Estep 
Score: -8464496.000000 Penalty: 13231.428711
	Iteration 55Q: 3 clusters Score -8464496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 47273 members 
Entering Unmasked Estep 
Score: -8464490.000000 Penalty: 13231.428711
	Iteration 56Q: 3 clusters Score -8464490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 47282 members 
Entering Unmasked Estep 
Score: -8464487.000000 Penalty: 13231.428711
	Iteration 57Q: 3 clusters Score -8464487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 47289 members 
Entering Unmasked Estep 
Score: -8464498.000000 Penalty: 13231.428711
	Iteration 58Q: 3 clusters Score -8464498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 47298 members 
Entering Unmasked Estep 
Score: -8464512.000000 Penalty: 13231.428711
	Iteration 59Q: 3 clusters Score -8464512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 47305 members 
Entering Unmasked Estep 
Score: -8464506.000000 Penalty: 13231.428711
	Iteration 60F: 3 clusters Score -8464506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 47310 members 
Entering Unmasked Estep 
Score: -8464509.000000 Penalty: 13231.428711
	Iteration 61Q: 3 clusters Score -8464509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 47318 members 
Entering Unmasked Estep 
Score: -8464513.000000 Penalty: 13231.428711
	Iteration 62Q: 3 clusters Score -8464513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 47322 members 
Entering Unmasked Estep 
Score: -8464514.000000 Penalty: 13231.428711
	Iteration 63Q: 3 clusters Score -8464514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 47325 members 
Entering Unmasked Estep 
Score: -8464517.000000 Penalty: 13231.428711
	Iteration 64Q: 3 clusters Score -8464517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 47329 members 
Entering Unmasked Estep 
Score: -8464522.000000 Penalty: 13231.428711
	Iteration 65Q: 3 clusters Score -8464522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 47334 members 
Entering Unmasked Estep 
Score: -8464529.000000 Penalty: 13231.428711
	Iteration 66Q: 3 clusters Score -8464529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 47334 members 
Entering Unmasked Estep 
Score: -8464527.000000 Penalty: 13231.428711
	Iteration 67Q: 3 clusters Score -8464527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 47335 members 
Entering Unmasked Estep 
Score: -8464530.000000 Penalty: 13231.428711
	Iteration 68Q: 3 clusters Score -8464530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 47335 members 
Entering Unmasked Estep 
Score: -8464530.000000 Penalty: 13231.428711
	Iteration 69F: 3 clusters Score -8464530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Entering Unmasked Estep 
Score: -145914.171875 Penalty: 4168.505371
	Iteration 0F: 2 clusters Score -145914.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -141983.062500 Penalty: 8337.010742
	Iteration 0F: 3 clusters Score -141983.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -142285.640625 Penalty: 8337.010742
	Iteration 1F: 3 clusters Score -142285.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -142410.906250 Penalty: 8337.010742
	Iteration 2Q: 3 clusters Score -142410.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -142486.031250 Penalty: 8337.010742
	Iteration 3Q: 3 clusters Score -142486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -142572.078125 Penalty: 8337.010742
	Iteration 4Q: 3 clusters Score -142572.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -142743.531250 Penalty: 8337.010742
	Iteration 5Q: 3 clusters Score -142743.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -142954.718750 Penalty: 8337.010742
	Iteration 6Q: 3 clusters Score -142954.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -143027.046875 Penalty: 8337.010742
	Iteration 7Q: 3 clusters Score -143027 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -143063.109375 Penalty: 8337.010742
	Iteration 8Q: 3 clusters Score -143063.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -143073.625000 Penalty: 8337.010742
	Iteration 9Q: 3 clusters Score -143073.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -143080.250000 Penalty: 8337.010742
	Iteration 10Q: 3 clusters Score -143080.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -143083.250000 Penalty: 8337.010742
	Iteration 11Q: 3 clusters Score -143083.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -143083.250000 Penalty: 8337.010742
	Iteration 12F: 3 clusters Score -143083.2 nChanged 0
--- Evaluating fit on full set of 4122835 points ---
Entering Unmasked Estep 
Score: -706254080.000000 Penalty: 195922.265625
25->22 Clusters: Score -706254080.000000, best is -706644608.000000

Main iterations: 0 (time per=infms)
Total iterations: 43521 (time per=1141.771358ms)
Iterations metric 2: 14269817028608.000000 (time per=3.482247ns)
Iterations metric 3: 684888034377728.000000 (time per=72.553511ps)

That took 49691.031250 seconds.
